id	sid	tid	token	lemma	pos
ger-397	1	1	47	47	NUM
ger-397	1	2	global	global	ADJ
ger-397	1	3	education	education	NOUN
ger-397	1	4	review	review	NOUN
ger-397	1	5	5(2	5(2	NUM
ger-397	1	6	)	)	PUNCT
ger-397	1	7	global	global	ADJ
ger-397	1	8	education	education	NOUN
ger-397	1	9	review	review	NOUN
ger-397	1	10	is	be	AUX
ger-397	1	11	a	a	DET
ger-397	1	12	publication	publication	NOUN
ger-397	1	13	of	of	ADP
ger-397	1	14	the	the	DET
ger-397	1	15	school	school	NOUN
ger-397	1	16	of	of	ADP
ger-397	1	17	education	education	NOUN
ger-397	1	18	at	at	ADP
ger-397	1	19	mercy	mercy	NOUN
ger-397	1	20	college	college	NOUN
ger-397	1	21	,	,	PUNCT
ger-397	1	22	new	new	PROPN
ger-397	1	23	york	york	PROPN
ger-397	1	24	.	.	PUNCT
ger-397	2	1	this	this	PRON
ger-397	2	2	is	be	AUX
ger-397	2	3	an	an	DET
ger-397	2	4	open	open	ADJ
ger-397	2	5	access	access	NOUN
ger-397	2	6	article	article	NOUN
ger-397	2	7	distributed	distribute	VERB
ger-397	2	8	under	under	ADP
ger-397	2	9	the	the	DET
ger-397	2	10	terms	term	NOUN
ger-397	2	11	of	of	ADP
ger-397	2	12	the	the	DET
ger-397	2	13	creative	creative	ADJ
ger-397	2	14	commons	common	NOUN
ger-397	2	15	attribution	attribution	NOUN
ger-397	2	16	4.0	4.0	NUM
ger-397	2	17	international	international	ADJ
ger-397	2	18	license	license	NOUN
ger-397	2	19	(	(	PUNCT
ger-397	2	20	cc	cc	VERB
ger-397	2	21	by	by	ADP
ger-397	2	22	4.0	4.0	NUM
ger-397	2	23	)	)	PUNCT
ger-397	2	24	,	,	PUNCT
ger-397	2	25	permitting	permit	VERB
ger-397	2	26	all	all	DET
ger-397	2	27	use	use	NOUN
ger-397	2	28	,	,	PUNCT
ger-397	2	29	distribution	distribution	NOUN
ger-397	2	30	,	,	PUNCT
ger-397	2	31	and	and	CCONJ
ger-397	2	32	reproduction	reproduction	NOUN
ger-397	2	33	in	in	ADP
ger-397	2	34	any	any	DET
ger-397	2	35	medium	medium	NOUN
ger-397	2	36	,	,	PUNCT
ger-397	2	37	provided	provide	VERB
ger-397	2	38	the	the	DET
ger-397	2	39	original	original	ADJ
ger-397	2	40	work	work	NOUN
ger-397	2	41	is	be	AUX
ger-397	2	42	properly	properly	ADV
ger-397	2	43	cited	cite	VERB
ger-397	2	44	,	,	PUNCT
ger-397	2	45	a	a	DET
ger-397	2	46	link	link	NOUN
ger-397	2	47	to	to	ADP
ger-397	2	48	the	the	DET
ger-397	2	49	license	license	NOUN
ger-397	2	50	is	be	AUX
ger-397	2	51	provided	provide	VERB
ger-397	2	52	,	,	PUNCT
ger-397	2	53	and	and	CCONJ
ger-397	2	54	you	you	PRON
ger-397	2	55	indicate	indicate	VERB
ger-397	2	56	if	if	SCONJ
ger-397	2	57	changes	change	NOUN
ger-397	2	58	were	be	AUX
ger-397	2	59	made	make	VERB
ger-397	2	60	.	.	PUNCT
ger-397	3	1	citation	citation	NOUN
ger-397	3	2	:	:	PUNCT
ger-397	3	3	piper	piper	NOUN
ger-397	3	4	,	,	PUNCT
ger-397	3	5	benjamin	benjamin	PROPN
ger-397	3	6	,	,	PUNCT
ger-397	3	7	merseth	merseth	PROPN
ger-397	3	8	,	,	PUNCT
ger-397	3	9	katharine	katharine	PROPN
ger-397	3	10	a.	a.	PROPN
ger-397	3	11	,	,	PUNCT
ger-397	3	12	&	&	CCONJ
ger-397	3	13	ngaruiya	ngaruiya	PROPN
ger-397	3	14	,	,	PUNCT
ger-397	3	15	samuel	samuel	PROPN
ger-397	3	16	(	(	PUNCT
ger-397	3	17	2018	2018	NUM
ger-397	3	18	)	)	PUNCT
ger-397	3	19	.	.	PUNCT
ger-397	4	1	scaling	scale	VERB
ger-397	4	2	up	up	ADP
ger-397	4	3	early	early	ADJ
ger-397	4	4	childhood	childhood	NOUN
ger-397	4	5	development	development	NOUN
ger-397	4	6	and	and	CCONJ
ger-397	4	7	education	education	NOUN
ger-397	4	8	in	in	ADP
ger-397	4	9	a	a	DET
ger-397	4	10	devolved	devolved	ADJ
ger-397	4	11	setting	setting	NOUN
ger-397	4	12	:	:	PUNCT
ger-397	4	13	policy	policy	NOUN
ger-397	4	14	making	making	NOUN
ger-397	4	15	,	,	PUNCT
ger-397	4	16	resource	resource	NOUN
ger-397	4	17	allocations	allocation	NOUN
ger-397	4	18	,	,	PUNCT
ger-397	4	19	and	and	CCONJ
ger-397	4	20	impacts	impact	NOUN
ger-397	4	21	of	of	ADP
ger-397	4	22	the	the	DET
ger-397	4	23	tayari	tayari	ADJ
ger-397	4	24	school	school	NOUN
ger-397	4	25	readiness	readiness	NOUN
ger-397	4	26	program	program	NOUN
ger-397	4	27	in	in	ADP
ger-397	4	28	kenya	kenya	PROPN
ger-397	4	29	.	.	PUNCT
ger-397	5	1	global	global	ADJ
ger-397	5	2	education	education	PROPN
ger-397	5	3	review	review	NOUN
ger-397	5	4	,	,	PUNCT
ger-397	5	5	5	5	NUM
ger-397	5	6	(	(	PUNCT
ger-397	5	7	2	2	NUM
ger-397	5	8	)	)	PUNCT
ger-397	5	9	,	,	PUNCT
ger-397	5	10	47	47	NUM
ger-397	5	11	-	-	SYM
ger-397	5	12	68	68	NUM
ger-397	5	13	.	.	PUNCT
ger-397	6	1	scaling	scale	VERB
ger-397	6	2	up	up	ADP
ger-397	6	3	early	early	ADJ
ger-397	6	4	childhood	childhood	NOUN
ger-397	6	5	development	development	NOUN
ger-397	6	6	and	and	CCONJ
ger-397	6	7	education	education	NOUN
ger-397	6	8	in	in	ADP
ger-397	6	9	a	a	DET
ger-397	6	10	devolved	devolved	ADJ
ger-397	6	11	setting	setting	NOUN
ger-397	6	12	:	:	PUNCT
ger-397	6	13	policy	policy	NOUN
ger-397	6	14	making	making	NOUN
ger-397	6	15	,	,	PUNCT
ger-397	6	16	resource	resource	NOUN
ger-397	6	17	allocations	allocation	NOUN
ger-397	6	18	,	,	PUNCT
ger-397	6	19	and	and	CCONJ
ger-397	6	20	impact	impact	NOUN
ger-397	6	21	of	of	ADP
ger-397	6	22	the	the	DET
ger-397	6	23	tayari	tayari	ADJ
ger-397	6	24	school	school	NOUN
ger-397	6	25	readiness	readiness	NOUN
ger-397	6	26	program	program	NOUN
ger-397	6	27	in	in	ADP
ger-397	6	28	kenya	kenya	PROPN
ger-397	6	29	benjamin	benjamin	PROPN
ger-397	6	30	piper	piper	PROPN
ger-397	6	31	rti	rti	PROPN
ger-397	6	32	international	international	PROPN
ger-397	6	33	katherine	katherine	PROPN
ger-397	6	34	a.	a.	PROPN
ger-397	6	35	merseth	merseth	PROPN
ger-397	6	36	rti	rti	PROPN
ger-397	6	37	international	international	PROPN
ger-397	6	38	samuel	samuel	PROPN
ger-397	6	39	ngaruiya	ngaruiya	PROPN
ger-397	6	40	tayari	tayari	PROPN
ger-397	6	41	early	early	ADJ
ger-397	6	42	childhood	childhood	PROPN
ger-397	6	43	development	development	NOUN
ger-397	6	44	program	program	NOUN
ger-397	6	45	abstract	abstract	ADJ
ger-397	6	46	early	early	ADJ
ger-397	6	47	childhood	childhood	NOUN
ger-397	6	48	development	development	NOUN
ger-397	6	49	and	and	CCONJ
ger-397	6	50	education	education	NOUN
ger-397	6	51	(	(	PUNCT
ger-397	6	52	ecde	ecde	ADJ
ger-397	6	53	)	)	PUNCT
ger-397	6	54	is	be	AUX
ger-397	6	55	devolved	devolve	VERB
ger-397	6	56	in	in	ADP
ger-397	6	57	kenya	kenya	PROPN
ger-397	6	58	,	,	PUNCT
ger-397	6	59	which	which	PRON
ger-397	6	60	means	mean	VERB
ger-397	6	61	that	that	SCONJ
ger-397	6	62	each	each	PRON
ger-397	6	63	of	of	ADP
ger-397	6	64	kenya	kenya	PROPN
ger-397	6	65	’s	’s	PART
ger-397	6	66	47	47	NUM
ger-397	6	67	counties	county	NOUN
ger-397	6	68	budgets	budget	NOUN
ger-397	6	69	for	for	ADP
ger-397	6	70	and	and	CCONJ
ger-397	6	71	implements	implement	NOUN
ger-397	6	72	ecde	ecde	ADJ
ger-397	6	73	independently	independently	ADV
ger-397	6	74	.	.	PUNCT
ger-397	7	1	kenya	kenya	PROPN
ger-397	7	2	provides	provide	VERB
ger-397	7	3	two	two	NUM
ger-397	7	4	years	year	NOUN
ger-397	7	5	of	of	ADP
ger-397	7	6	preprimary	preprimary	NOUN
ger-397	7	7	education	education	NOUN
ger-397	7	8	to	to	ADP
ger-397	7	9	children	child	NOUN
ger-397	7	10	ages	age	NOUN
ger-397	7	11	four	four	NUM
ger-397	7	12	and	and	CCONJ
ger-397	7	13	five	five	NUM
ger-397	7	14	.	.	PUNCT
ger-397	8	1	given	give	VERB
ger-397	8	2	scarce	scarce	ADJ
ger-397	8	3	resources	resource	NOUN
ger-397	8	4	,	,	PUNCT
ger-397	8	5	constructing	construct	VERB
ger-397	8	6	facilities	facility	NOUN
ger-397	8	7	and	and	CCONJ
ger-397	8	8	hiring	hire	VERB
ger-397	8	9	teachers	teacher	NOUN
ger-397	8	10	are	be	AUX
ger-397	8	11	often	often	ADV
ger-397	8	12	principal	principal	ADJ
ger-397	8	13	considerations	consideration	NOUN
ger-397	8	14	for	for	ADP
ger-397	8	15	county	county	NOUN
ger-397	8	16	governments	government	NOUN
ger-397	8	17	.	.	PUNCT
ger-397	9	1	the	the	DET
ger-397	9	2	present	present	ADJ
ger-397	9	3	study	study	NOUN
ger-397	9	4	investigated	investigate	VERB
ger-397	9	5	whether	whether	SCONJ
ger-397	9	6	and	and	CCONJ
ger-397	9	7	how	how	SCONJ
ger-397	9	8	counties	county	NOUN
ger-397	9	9	go	go	VERB
ger-397	9	10	beyond	beyond	ADP
ger-397	9	11	the	the	DET
ger-397	9	12	basic	basic	ADJ
ger-397	9	13	provision	provision	NOUN
ger-397	9	14	of	of	ADP
ger-397	9	15	facilities	facility	NOUN
ger-397	9	16	and	and	CCONJ
ger-397	9	17	teachers	teacher	NOUN
ger-397	9	18	to	to	PART
ger-397	9	19	invest	invest	VERB
ger-397	9	20	in	in	ADP
ger-397	9	21	learning	learn	VERB
ger-397	9	22	materials	material	NOUN
ger-397	9	23	,	,	PUNCT
ger-397	9	24	expand	expand	VERB
ger-397	9	25	teacher	teacher	NOUN
ger-397	9	26	professional	professional	ADJ
ger-397	9	27	development	development	NOUN
ger-397	9	28	,	,	PUNCT
ger-397	9	29	and	and	CCONJ
ger-397	9	30	hire	hire	VERB
ger-397	9	31	coaches	coach	NOUN
ger-397	9	32	to	to	PART
ger-397	9	33	improve	improve	VERB
ger-397	9	34	the	the	DET
ger-397	9	35	quality	quality	NOUN
ger-397	9	36	of	of	ADP
ger-397	9	37	teaching	teaching	NOUN
ger-397	9	38	.	.	PUNCT
ger-397	10	1	these	these	DET
ger-397	10	2	results	result	NOUN
ger-397	10	3	are	be	AUX
ger-397	10	4	presented	present	VERB
ger-397	10	5	in	in	ADP
ger-397	10	6	the	the	DET
ger-397	10	7	context	context	NOUN
ger-397	10	8	of	of	ADP
ger-397	10	9	the	the	DET
ger-397	10	10	tayari	tayari	ADJ
ger-397	10	11	ecde	ecde	ADJ
ger-397	10	12	program	program	NOUN
ger-397	10	13	,	,	PUNCT
ger-397	10	14	which	which	PRON
ger-397	10	15	was	be	AUX
ger-397	10	16	designed	design	VERB
ger-397	10	17	to	to	PART
ger-397	10	18	improve	improve	VERB
ger-397	10	19	school	school	NOUN
ger-397	10	20	readiness	readiness	NOUN
ger-397	10	21	in	in	ADP
ger-397	10	22	a	a	DET
ger-397	10	23	cost	cost	NOUN
ger-397	10	24	-	-	PUNCT
ger-397	10	25	effective	effective	ADJ
ger-397	10	26	way	way	NOUN
ger-397	10	27	.	.	PUNCT
ger-397	11	1	we	we	PRON
ger-397	11	2	present	present	VERB
ger-397	11	3	qualitative	qualitative	ADJ
ger-397	11	4	findings	finding	NOUN
ger-397	11	5	from	from	ADP
ger-397	11	6	several	several	ADJ
ger-397	11	7	counties	county	NOUN
ger-397	11	8	to	to	PART
ger-397	11	9	describe	describe	VERB
ger-397	11	10	how	how	SCONJ
ger-397	11	11	government	government	NOUN
ger-397	11	12	bodies	body	NOUN
ger-397	11	13	invest	invest	VERB
ger-397	11	14	in	in	ADP
ger-397	11	15	additional	additional	ADJ
ger-397	11	16	elements	element	NOUN
ger-397	11	17	of	of	ADP
ger-397	11	18	preprimary	preprimary	NOUN
ger-397	11	19	quality	quality	NOUN
ger-397	11	20	improvement	improvement	NOUN
ger-397	11	21	.	.	PUNCT
ger-397	12	1	we	we	PRON
ger-397	12	2	also	also	ADV
ger-397	12	3	compare	compare	VERB
ger-397	12	4	results	result	NOUN
ger-397	12	5	across	across	ADP
ger-397	12	6	counties	county	NOUN
ger-397	12	7	that	that	PRON
ger-397	12	8	do	do	VERB
ger-397	12	9	and	and	CCONJ
ger-397	12	10	do	do	AUX
ger-397	12	11	not	not	PART
ger-397	12	12	implement	implement	VERB
ger-397	12	13	the	the	DET
ger-397	12	14	tayari	tayari	ADJ
ger-397	12	15	model	model	NOUN
ger-397	12	16	to	to	PART
ger-397	12	17	understand	understand	VERB
ger-397	12	18	whether	whether	SCONJ
ger-397	12	19	implementation	implementation	NOUN
ger-397	12	20	of	of	ADP
ger-397	12	21	an	an	DET
ger-397	12	22	effective	effective	ADJ
ger-397	12	23	program	program	NOUN
ger-397	12	24	to	to	PART
ger-397	12	25	increase	increase	VERB
ger-397	12	26	ecde	ecde	ADJ
ger-397	12	27	quality	quality	NOUN
ger-397	12	28	encourages	encourage	VERB
ger-397	12	29	adjustments	adjustment	NOUN
ger-397	12	30	in	in	ADP
ger-397	12	31	government	government	NOUN
ger-397	12	32	resource	resource	NOUN
ger-397	12	33	allocations	allocation	NOUN
ger-397	12	34	.	.	PUNCT
ger-397	13	1	in	in	ADP
ger-397	13	2	addition	addition	NOUN
ger-397	13	3	,	,	PUNCT
ger-397	13	4	we	we	PRON
ger-397	13	5	present	present	VERB
ger-397	13	6	quantitative	quantitative	ADJ
ger-397	13	7	results	result	NOUN
ger-397	13	8	from	from	ADP
ger-397	13	9	a	a	DET
ger-397	13	10	large	large	ADJ
ger-397	13	11	-	-	PUNCT
ger-397	13	12	scale	scale	NOUN
ger-397	13	13	longitudinal	longitudinal	ADJ
ger-397	13	14	treatment	treatment	NOUN
ger-397	13	15	and	and	CCONJ
ger-397	13	16	control	control	NOUN
ger-397	13	17	study	study	NOUN
ger-397	13	18	of	of	ADP
ger-397	13	19	the	the	DET
ger-397	13	20	tayari	tayari	ADJ
ger-397	13	21	model	model	NOUN
ger-397	13	22	,	,	PUNCT
ger-397	13	23	which	which	PRON
ger-397	13	24	tested	test	VERB
ger-397	13	25	the	the	DET
ger-397	13	26	effectiveness	effectiveness	NOUN
ger-397	13	27	of	of	ADP
ger-397	13	28	curriculum	curriculum	NOUN
ger-397	13	29	-	-	PUNCT
ger-397	13	30	aligned	align	VERB
ger-397	13	31	instructional	instructional	ADJ
ger-397	13	32	materials	material	NOUN
ger-397	13	33	and	and	CCONJ
ger-397	13	34	teacher	teacher	NOUN
ger-397	13	35	training	training	NOUN
ger-397	13	36	and	and	CCONJ
ger-397	13	37	support	support	NOUN
ger-397	13	38	in	in	ADP
ger-397	13	39	improving	improve	VERB
ger-397	13	40	learners	learner	NOUN
ger-397	13	41	’	'	PUNCT
ger-397	13	42	school	school	NOUN
ger-397	13	43	readiness	readiness	NOUN
ger-397	13	44	in	in	ADP
ger-397	13	45	public	public	ADJ
ger-397	13	46	and	and	CCONJ
ger-397	13	47	low	low	ADJ
ger-397	13	48	-	-	PUNCT
ger-397	13	49	cost	cost	NOUN
ger-397	13	50	private	private	ADJ
ger-397	13	51	learning	learning	NOUN
ger-397	13	52	centers	center	NOUN
ger-397	13	53	.	.	PUNCT
ger-397	14	1	finally	finally	ADV
ger-397	14	2	,	,	PUNCT
ger-397	14	3	we	we	PRON
ger-397	14	4	present	present	VERB
ger-397	14	5	policy	policy	NOUN
ger-397	14	6	implications	implication	NOUN
ger-397	14	7	for	for	ADP
ger-397	14	8	decentralized	decentralized	ADJ
ger-397	14	9	government	government	NOUN
ger-397	14	10	structures	structure	NOUN
ger-397	14	11	responsible	responsible	ADJ
ger-397	14	12	for	for	ADP
ger-397	14	13	providing	provide	VERB
ger-397	14	14	ecde	ecde	ADJ
ger-397	14	15	,	,	PUNCT
ger-397	14	16	noting	note	VERB
ger-397	14	17	how	how	SCONJ
ger-397	14	18	these	these	PRON
ger-397	14	19	can	can	AUX
ger-397	14	20	be	be	AUX
ger-397	14	21	supported	support	VERB
ger-397	14	22	and	and	CCONJ
ger-397	14	23	incentivized	incentivize	VERB
ger-397	14	24	to	to	PART
ger-397	14	25	increase	increase	VERB
ger-397	14	26	investments	investment	NOUN
ger-397	14	27	in	in	ADP
ger-397	14	28	ecde	ecde	ADJ
ger-397	14	29	quality	quality	NOUN
ger-397	14	30	.	.	PUNCT
ger-397	15	1	keywords	keyword	VERB
ger-397	15	2	international	international	ADJ
ger-397	15	3	and	and	CCONJ
ger-397	15	4	comparative	comparative	ADJ
ger-397	15	5	education	education	NOUN
ger-397	15	6	,	,	PUNCT
ger-397	15	7	early	early	ADJ
ger-397	15	8	childhood	childhood	NOUN
ger-397	15	9	,	,	PUNCT
ger-397	15	10	early	early	ADJ
ger-397	15	11	childhood	childhood	NOUN
ger-397	15	12	education	education	NOUN
ger-397	15	13	,	,	PUNCT
ger-397	15	14	early	early	ADJ
ger-397	15	15	childhood	childhood	NOUN
ger-397	15	16	development	development	NOUN
ger-397	15	17	and	and	CCONJ
ger-397	15	18	education	education	NOUN
ger-397	15	19	,	,	PUNCT
ger-397	15	20	education	education	NOUN
ger-397	15	21	policy	policy	NOUN
ger-397	15	22	,	,	PUNCT
ger-397	15	23	education	education	NOUN
ger-397	15	24	decentralization	decentralization	NOUN
ger-397	15	25	,	,	PUNCT
ger-397	15	26	education	education	NOUN
ger-397	15	27	governance	governance	NOUN
ger-397	15	28	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ger-397	15	29	48	48	NUM
ger-397	15	30	global	global	ADJ
ger-397	15	31	education	education	PROPN
ger-397	15	32	review	review	NOUN
ger-397	15	33	5(2	5(2	NUM
ger-397	15	34	)	)	PUNCT
ger-397	15	35	introduction	introduction	NOUN
ger-397	15	36	evidence	evidence	NOUN
ger-397	15	37	of	of	ADP
ger-397	15	38	the	the	DET
ger-397	15	39	crucial	crucial	ADJ
ger-397	15	40	contribution	contribution	NOUN
ger-397	15	41	of	of	ADP
ger-397	15	42	highquality	highquality	NOUN
ger-397	15	43	early	early	ADJ
ger-397	15	44	childhood	childhood	NOUN
ger-397	15	45	development	development	NOUN
ger-397	15	46	and	and	CCONJ
ger-397	15	47	education	education	NOUN
ger-397	15	48	(	(	PUNCT
ger-397	15	49	ecde	ecde	ADJ
ger-397	15	50	)	)	PUNCT
ger-397	15	51	to	to	PART
ger-397	15	52	brain	brain	NOUN
ger-397	15	53	development	development	NOUN
ger-397	15	54	,	,	PUNCT
ger-397	15	55	future	future	ADJ
ger-397	15	56	academic	academic	ADJ
ger-397	15	57	success	success	NOUN
ger-397	15	58	,	,	PUNCT
ger-397	15	59	health	health	NOUN
ger-397	15	60	outcomes	outcome	NOUN
ger-397	15	61	,	,	PUNCT
ger-397	15	62	and	and	CCONJ
ger-397	15	63	overall	overall	ADJ
ger-397	15	64	national	national	ADJ
ger-397	15	65	economic	economic	ADJ
ger-397	15	66	growth	growth	NOUN
ger-397	15	67	has	have	AUX
ger-397	15	68	been	be	AUX
ger-397	15	69	well	well	ADV
ger-397	15	70	established	establish	VERB
ger-397	15	71	(	(	PUNCT
ger-397	15	72	black	black	NOUN
ger-397	15	73	et	et	PROPN
ger-397	15	74	al	al	PROPN
ger-397	15	75	.	.	PROPN
ger-397	15	76	,	,	PUNCT
ger-397	15	77	2017	2017	NUM
ger-397	15	78	;	;	PUNCT
ger-397	15	79	duncan	duncan	PROPN
ger-397	15	80	et	et	PROPN
ger-397	15	81	al	al	PROPN
ger-397	15	82	.	.	PROPN
ger-397	15	83	,	,	PUNCT
ger-397	15	84	2007	2007	NUM
ger-397	15	85	;	;	PUNCT
ger-397	15	86	engle	engle	PROPN
ger-397	15	87	et	et	PROPN
ger-397	15	88	al	al	PROPN
ger-397	15	89	.	.	PROPN
ger-397	15	90	,	,	PUNCT
ger-397	15	91	2011	2011	NUM
ger-397	15	92	)	)	PUNCT
ger-397	15	93	.	.	PUNCT
ger-397	16	1	education	education	NOUN
ger-397	16	2	policy	policy	NOUN
ger-397	16	3	makers	maker	NOUN
ger-397	16	4	in	in	ADP
ger-397	16	5	developing	develop	VERB
ger-397	16	6	countries	country	NOUN
ger-397	16	7	,	,	PUNCT
ger-397	16	8	who	who	PRON
ger-397	16	9	in	in	ADP
ger-397	16	10	recent	recent	ADJ
ger-397	16	11	years	year	NOUN
ger-397	16	12	have	have	AUX
ger-397	16	13	been	be	AUX
ger-397	16	14	focusing	focus	VERB
ger-397	16	15	on	on	ADP
ger-397	16	16	the	the	DET
ger-397	16	17	rapid	rapid	ADJ
ger-397	16	18	growth	growth	NOUN
ger-397	16	19	of	of	ADP
ger-397	16	20	the	the	DET
ger-397	16	21	education	education	NOUN
ger-397	16	22	system	system	NOUN
ger-397	16	23	at	at	ADP
ger-397	16	24	the	the	DET
ger-397	16	25	primary	primary	ADJ
ger-397	16	26	level	level	NOUN
ger-397	16	27	,	,	PUNCT
ger-397	16	28	are	be	AUX
ger-397	16	29	becoming	become	VERB
ger-397	16	30	interested	interested	ADJ
ger-397	16	31	in	in	ADP
ger-397	16	32	advancing	advance	VERB
ger-397	16	33	similar	similar	ADJ
ger-397	16	34	gains	gain	NOUN
ger-397	16	35	in	in	ADP
ger-397	16	36	the	the	DET
ger-397	16	37	ecde	ecde	ADJ
ger-397	16	38	subsector	subsector	NOUN
ger-397	16	39	.	.	PUNCT
ger-397	17	1	these	these	DET
ger-397	17	2	policy	policy	NOUN
ger-397	17	3	makers	maker	NOUN
ger-397	17	4	’	'	PUNCT
ger-397	17	5	demands	demand	NOUN
ger-397	17	6	for	for	ADP
ger-397	17	7	increased	increase	VERB
ger-397	17	8	ecde	ecde	ADJ
ger-397	17	9	provision	provision	NOUN
ger-397	17	10	have	have	AUX
ger-397	17	11	occurred	occur	VERB
ger-397	17	12	in	in	ADP
ger-397	17	13	tandem	tandem	NOUN
ger-397	17	14	with	with	ADP
ger-397	17	15	recent	recent	ADJ
ger-397	17	16	international	international	ADJ
ger-397	17	17	commitments	commitment	NOUN
ger-397	17	18	toward	toward	ADP
ger-397	17	19	expanded	expand	VERB
ger-397	17	20	and	and	CCONJ
ger-397	17	21	improved	improve	VERB
ger-397	17	22	ecde	ecde	ADJ
ger-397	17	23	provision	provision	NOUN
ger-397	17	24	,	,	PUNCT
ger-397	17	25	as	as	SCONJ
ger-397	17	26	articulated	articulated	ADJ
ger-397	17	27	in	in	ADP
ger-397	17	28	sustainable	sustainable	ADJ
ger-397	17	29	development	development	NOUN
ger-397	17	30	goal	goal	NOUN
ger-397	17	31	4.2	4.2	NUM
ger-397	17	32	,	,	PUNCT
ger-397	17	33	which	which	PRON
ger-397	17	34	calls	call	VERB
ger-397	17	35	for	for	ADP
ger-397	17	36	increased	increase	VERB
ger-397	17	37	access	access	NOUN
ger-397	17	38	to	to	ADP
ger-397	17	39	quality	quality	NOUN
ger-397	17	40	early	early	ADJ
ger-397	17	41	childhood	childhood	NOUN
ger-397	17	42	education	education	NOUN
ger-397	17	43	for	for	ADP
ger-397	17	44	all	all	DET
ger-397	17	45	children	child	NOUN
ger-397	17	46	by	by	ADP
ger-397	17	47	2030	2030	NUM
ger-397	17	48	(	(	PUNCT
ger-397	17	49	emphasis	emphasis	NOUN
ger-397	17	50	added	add	VERB
ger-397	17	51	;	;	PUNCT
ger-397	17	52	united	united	PROPN
ger-397	17	53	nations	nations	PROPN
ger-397	17	54	,	,	PUNCT
ger-397	17	55	2016	2016	NUM
ger-397	17	56	)	)	PUNCT
ger-397	17	57	.	.	PUNCT
ger-397	18	1	sustainable	sustainable	ADJ
ger-397	18	2	development	development	NOUN
ger-397	18	3	goal	goal	NOUN
ger-397	18	4	4.2	4.2	NUM
ger-397	18	5	’s	’s	NOUN
ger-397	18	6	joint	joint	ADJ
ger-397	18	7	emphasis	emphasis	NOUN
ger-397	18	8	on	on	ADP
ger-397	18	9	access	access	NOUN
ger-397	18	10	and	and	CCONJ
ger-397	18	11	quality	quality	NOUN
ger-397	18	12	is	be	AUX
ger-397	18	13	notable	notable	ADJ
ger-397	18	14	.	.	PUNCT
ger-397	19	1	it	it	PRON
ger-397	19	2	is	be	AUX
ger-397	19	3	a	a	DET
ger-397	19	4	misconception	misconception	NOUN
ger-397	19	5	that	that	SCONJ
ger-397	19	6	the	the	DET
ger-397	19	7	1990	1990	NUM
ger-397	19	8	world	world	NOUN
ger-397	19	9	conference	conference	NOUN
ger-397	19	10	on	on	ADP
ger-397	19	11	education	education	NOUN
ger-397	19	12	for	for	ADP
ger-397	19	13	all	all	PRON
ger-397	19	14	in	in	ADP
ger-397	19	15	jomtien	jomtien	PROPN
ger-397	19	16	,	,	PUNCT
ger-397	19	17	thailand	thailand	PROPN
ger-397	19	18	,	,	PUNCT
ger-397	19	19	ignored	ignore	VERB
ger-397	19	20	quality	quality	NOUN
ger-397	19	21	in	in	ADP
ger-397	19	22	its	its	PRON
ger-397	19	23	push	push	NOUN
ger-397	19	24	toward	toward	ADP
ger-397	19	25	increased	increase	VERB
ger-397	19	26	access	access	NOUN
ger-397	19	27	to	to	ADP
ger-397	19	28	education	education	NOUN
ger-397	19	29	.	.	PUNCT
ger-397	20	1	in	in	ADP
ger-397	20	2	fact	fact	NOUN
ger-397	20	3	,	,	PUNCT
ger-397	20	4	the	the	DET
ger-397	20	5	documentation	documentation	NOUN
ger-397	20	6	of	of	ADP
ger-397	20	7	the	the	DET
ger-397	20	8	jomtien	jomtien	PROPN
ger-397	20	9	proceedings	proceeding	NOUN
ger-397	20	10	specifically	specifically	ADV
ger-397	20	11	focused	focus	VERB
ger-397	20	12	on	on	ADP
ger-397	20	13	quality	quality	NOUN
ger-397	20	14	(	(	PUNCT
ger-397	20	15	unesco	unesco	PROPN
ger-397	20	16	,	,	PUNCT
ger-397	20	17	1990	1990	NUM
ger-397	20	18	)	)	PUNCT
ger-397	20	19	.	.	PUNCT
ger-397	21	1	however	however	ADV
ger-397	21	2	,	,	PUNCT
ger-397	21	3	despite	despite	SCONJ
ger-397	21	4	the	the	DET
ger-397	21	5	emphasis	emphasis	NOUN
ger-397	21	6	on	on	ADP
ger-397	21	7	quality	quality	NOUN
ger-397	21	8	of	of	ADP
ger-397	21	9	education	education	NOUN
ger-397	21	10	at	at	ADP
ger-397	21	11	jomtien	jomtien	NOUN
ger-397	21	12	,	,	PUNCT
ger-397	21	13	the	the	DET
ger-397	21	14	implementation	implementation	NOUN
ger-397	21	15	of	of	ADP
ger-397	21	16	the	the	DET
ger-397	21	17	education	education	NOUN
ger-397	21	18	for	for	ADP
ger-397	21	19	all	all	DET
ger-397	21	20	movement	movement	NOUN
ger-397	21	21	routinely	routinely	ADV
ger-397	21	22	emphasized	emphasize	VERB
ger-397	21	23	access	access	NOUN
ger-397	21	24	at	at	ADP
ger-397	21	25	the	the	DET
ger-397	21	26	expense	expense	NOUN
ger-397	21	27	of	of	ADP
ger-397	21	28	quality	quality	NOUN
ger-397	21	29	(	(	PUNCT
ger-397	21	30	unesco	unesco	PROPN
ger-397	21	31	,	,	PUNCT
ger-397	21	32	2004	2004	NUM
ger-397	21	33	)	)	PUNCT
ger-397	21	34	.	.	PUNCT
ger-397	22	1	it	it	PRON
ger-397	22	2	is	be	AUX
ger-397	22	3	uncertain	uncertain	ADJ
ger-397	22	4	how	how	SCONJ
ger-397	22	5	much	much	ADJ
ger-397	22	6	of	of	ADP
ger-397	22	7	the	the	DET
ger-397	22	8	decrease	decrease	NOUN
ger-397	22	9	in	in	ADP
ger-397	22	10	primary	primary	ADJ
ger-397	22	11	education	education	NOUN
ger-397	22	12	quality	quality	NOUN
ger-397	22	13	in	in	ADP
ger-397	22	14	the	the	DET
ger-397	22	15	1990s	1990s	NUM
ger-397	22	16	was	be	AUX
ger-397	22	17	due	due	ADJ
ger-397	22	18	to	to	ADP
ger-397	22	19	the	the	DET
ger-397	22	20	expansion	expansion	NOUN
ger-397	22	21	of	of	ADP
ger-397	22	22	the	the	DET
ger-397	22	23	school	school	NOUN
ger-397	22	24	-	-	PUNCT
ger-397	22	25	going	go	VERB
ger-397	22	26	population	population	NOUN
ger-397	22	27	from	from	ADP
ger-397	22	28	the	the	DET
ger-397	22	29	elite	elite	NOUN
ger-397	22	30	to	to	ADP
ger-397	22	31	a	a	DET
ger-397	22	32	wider	wide	ADJ
ger-397	22	33	representation	representation	NOUN
ger-397	22	34	of	of	ADP
ger-397	22	35	society	society	NOUN
ger-397	22	36	.	.	PUNCT
ger-397	23	1	in	in	ADP
ger-397	23	2	ethiopia	ethiopia	PROPN
ger-397	23	3	,	,	PUNCT
ger-397	23	4	for	for	ADP
ger-397	23	5	example	example	NOUN
ger-397	23	6	,	,	PUNCT
ger-397	23	7	“	"	PUNCT
ger-397	23	8	aggregate	aggregate	ADJ
ger-397	23	9	enrollments	enrollment	NOUN
ger-397	23	10	in	in	ADP
ger-397	23	11	grades	grade	NOUN
ger-397	23	12	1–12	1–12	PROPN
ger-397	23	13	rose	rise	VERB
ger-397	23	14	at	at	ADP
ger-397	23	15	a	a	DET
ger-397	23	16	steady	steady	ADJ
ger-397	23	17	pace	pace	NOUN
ger-397	23	18	of	of	ADP
ger-397	23	19	about	about	ADV
ger-397	23	20	9	9	NUM
ger-397	23	21	percent	percent	NOUN
ger-397	23	22	a	a	DET
ger-397	23	23	year	year	NOUN
ger-397	23	24	between	between	ADP
ger-397	23	25	1992–1993	1992–1993	NUM
ger-397	23	26	and	and	CCONJ
ger-397	23	27	2001	2001	NUM
ger-397	23	28	–	–	PUNCT
ger-397	23	29	1002	1002	NUM
ger-397	23	30	;	;	PUNCT
ger-397	23	31	and	and	CCONJ
ger-397	23	32	in	in	ADP
ger-397	23	33	grades	grade	NOUN
ger-397	23	34	1–4	1–4	NUM
ger-397	23	35	,	,	PUNCT
ger-397	23	36	the	the	DET
ger-397	23	37	first	first	ADJ
ger-397	23	38	cycle	cycle	NOUN
ger-397	23	39	of	of	ADP
ger-397	23	40	primary	primary	ADJ
ger-397	23	41	schooling	schooling	NOUN
ger-397	23	42	,	,	PUNCT
ger-397	23	43	they	they	PRON
ger-397	23	44	grew	grow	VERB
ger-397	23	45	even	even	ADV
ger-397	23	46	faster	fast	ADV
ger-397	23	47	:	:	PUNCT
ger-397	23	48	at	at	ADP
ger-397	23	49	15	15	NUM
ger-397	23	50	percent	percent	NOUN
ger-397	23	51	a	a	DET
ger-397	23	52	year	year	NOUN
ger-397	23	53	”	"	PUNCT
ger-397	23	54	(	(	PUNCT
ger-397	23	55	world	world	PROPN
ger-397	23	56	bank	bank	PROPN
ger-397	23	57	,	,	PUNCT
ger-397	23	58	2005	2005	NUM
ger-397	23	59	,	,	PUNCT
ger-397	23	60	xxiii	xxiii	PROPN
ger-397	23	61	)	)	PUNCT
ger-397	23	62	.	.	PUNCT
ger-397	24	1	learning	learn	VERB
ger-397	24	2	outcomes	outcome	NOUN
ger-397	24	3	in	in	ADP
ger-397	24	4	this	this	DET
ger-397	24	5	period	period	NOUN
ger-397	24	6	did	do	AUX
ger-397	24	7	not	not	PART
ger-397	24	8	improve	improve	VERB
ger-397	24	9	,	,	PUNCT
ger-397	24	10	and	and	CCONJ
ger-397	24	11	in	in	ADP
ger-397	24	12	some	some	DET
ger-397	24	13	measures	measure	NOUN
ger-397	24	14	dropped	drop	VERB
ger-397	24	15	,	,	PUNCT
ger-397	24	16	as	as	SCONJ
ger-397	24	17	measured	measure	VERB
ger-397	24	18	by	by	ADP
ger-397	24	19	ethiopia	ethiopia	PROPN
ger-397	24	20	’s	’s	PART
ger-397	24	21	national	national	ADJ
ger-397	24	22	learning	learning	NOUN
ger-397	24	23	assessments	assessment	NOUN
ger-397	24	24	(	(	PUNCT
ger-397	24	25	federal	federal	PROPN
ger-397	24	26	democratic	democratic	PROPN
ger-397	24	27	republic	republic	PROPN
ger-397	24	28	of	of	ADP
ger-397	24	29	ethiopia	ethiopia	PROPN
ger-397	24	30	,	,	PUNCT
ger-397	24	31	2013	2013	NUM
ger-397	24	32	)	)	PUNCT
ger-397	24	33	.	.	PUNCT
ger-397	25	1	thanks	thank	NOUN
ger-397	25	2	to	to	ADP
ger-397	25	3	education	education	NOUN
ger-397	25	4	for	for	ADP
ger-397	25	5	all	all	PRON
ger-397	25	6	,	,	PUNCT
ger-397	25	7	education	education	NOUN
ger-397	25	8	was	be	AUX
ger-397	25	9	no	no	ADV
ger-397	25	10	longer	long	ADV
ger-397	25	11	a	a	DET
ger-397	25	12	privilege	privilege	NOUN
ger-397	25	13	of	of	ADP
ger-397	25	14	the	the	DET
ger-397	25	15	wealthy	wealthy	ADJ
ger-397	25	16	,	,	PUNCT
ger-397	25	17	yet	yet	CCONJ
ger-397	25	18	education	education	NOUN
ger-397	25	19	quality	quality	NOUN
ger-397	25	20	was	be	AUX
ger-397	25	21	tenuous	tenuous	ADJ
ger-397	25	22	.	.	PUNCT
ger-397	26	1	similarly	similarly	ADV
ger-397	26	2	,	,	PUNCT
ger-397	26	3	sustainable	sustainable	ADJ
ger-397	26	4	development	development	NOUN
ger-397	26	5	goal	goal	NOUN
ger-397	26	6	4.2	4.2	NUM
ger-397	26	7	has	have	AUX
ger-397	26	8	become	become	VERB
ger-397	26	9	a	a	DET
ger-397	26	10	rallying	rally	VERB
ger-397	26	11	cry	cry	NOUN
ger-397	26	12	for	for	ADP
ger-397	26	13	ecde	ecde	ADJ
ger-397	26	14	advocates	advocate	NOUN
ger-397	26	15	and	and	CCONJ
ger-397	26	16	has	have	AUX
ger-397	26	17	ignited	ignite	VERB
ger-397	26	18	a	a	DET
ger-397	26	19	global	global	ADJ
ger-397	26	20	movement	movement	NOUN
ger-397	26	21	toward	toward	ADP
ger-397	26	22	expanding	expand	VERB
ger-397	26	23	ecde	ecde	ADJ
ger-397	26	24	.	.	PUNCT
ger-397	27	1	as	as	ADP
ger-397	27	2	with	with	ADP
ger-397	27	3	primary	primary	ADJ
ger-397	27	4	education	education	NOUN
ger-397	27	5	,	,	PUNCT
ger-397	27	6	the	the	DET
ger-397	27	7	complexities	complexity	NOUN
ger-397	27	8	of	of	ADP
ger-397	27	9	balancing	balance	VERB
ger-397	27	10	increased	increase	VERB
ger-397	27	11	access	access	NOUN
ger-397	27	12	to	to	ADP
ger-397	27	13	ecde	ecde	ADJ
ger-397	27	14	with	with	ADP
ger-397	27	15	the	the	DET
ger-397	27	16	quality	quality	NOUN
ger-397	27	17	of	of	ADP
ger-397	27	18	the	the	DET
ger-397	27	19	ecde	ecde	ADJ
ger-397	27	20	provided	provide	VERB
ger-397	27	21	a	a	DET
ger-397	27	22	crucial	crucial	ADJ
ger-397	27	23	challenge	challenge	NOUN
ger-397	27	24	in	in	ADP
ger-397	27	25	many	many	ADJ
ger-397	27	26	countries	country	NOUN
ger-397	27	27	.	.	PUNCT
ger-397	28	1	some	some	DET
ger-397	28	2	national	national	ADJ
ger-397	28	3	governments	government	NOUN
ger-397	28	4	have	have	AUX
ger-397	28	5	recently	recently	ADV
ger-397	28	6	enacted	enact	VERB
ger-397	28	7	policy	policy	NOUN
ger-397	28	8	changes	change	NOUN
ger-397	28	9	to	to	PART
ger-397	28	10	transition	transition	VERB
ger-397	28	11	the	the	DET
ger-397	28	12	ecde	ecde	ADJ
ger-397	28	13	subsector	subsector	NOUN
ger-397	28	14	to	to	ADP
ger-397	28	15	decentralized	decentralized	ADJ
ger-397	28	16	management	management	NOUN
ger-397	28	17	.	.	PUNCT
ger-397	29	1	for	for	ADP
ger-397	29	2	example	example	NOUN
ger-397	29	3	,	,	PUNCT
ger-397	29	4	in	in	ADP
ger-397	29	5	kenya	kenya	PROPN
ger-397	29	6	,	,	PUNCT
ger-397	29	7	after	after	ADP
ger-397	29	8	the	the	DET
ger-397	29	9	advent	advent	NOUN
ger-397	29	10	of	of	ADP
ger-397	29	11	the	the	DET
ger-397	29	12	2010	2010	NUM
ger-397	29	13	constitution	constitution	NOUN
ger-397	29	14	(	(	PUNCT
ger-397	29	15	republic	republic	NOUN
ger-397	29	16	of	of	ADP
ger-397	29	17	kenya	kenya	PROPN
ger-397	29	18	,	,	PUNCT
ger-397	29	19	2010a	2010a	NUM
ger-397	29	20	)	)	PUNCT
ger-397	29	21	,	,	PUNCT
ger-397	29	22	ecde	ecde	ADJ
ger-397	29	23	was	be	AUX
ger-397	29	24	devolved	devolve	VERB
ger-397	29	25	to	to	ADP
ger-397	29	26	the	the	DET
ger-397	29	27	county	county	NOUN
ger-397	29	28	governments	government	NOUN
ger-397	29	29	and	and	CCONJ
ger-397	29	30	provision	provision	NOUN
ger-397	29	31	of	of	ADP
ger-397	29	32	ecde	ecde	ADJ
ger-397	29	33	resources	resource	NOUN
ger-397	29	34	had	have	VERB
ger-397	29	35	to	to	PART
ger-397	29	36	occur	occur	VERB
ger-397	29	37	within	within	ADP
ger-397	29	38	the	the	DET
ger-397	29	39	context	context	NOUN
ger-397	29	40	of	of	ADP
ger-397	29	41	scarce	scarce	ADJ
ger-397	29	42	local	local	ADJ
ger-397	29	43	funds	fund	NOUN
ger-397	29	44	for	for	ADP
ger-397	29	45	social	social	ADJ
ger-397	29	46	sectors	sector	NOUN
ger-397	29	47	.	.	PUNCT
ger-397	30	1	ethiopia	ethiopia	PROPN
ger-397	30	2	and	and	CCONJ
ger-397	30	3	china	china	PROPN
ger-397	30	4	are	be	AUX
ger-397	30	5	other	other	ADJ
ger-397	30	6	examples	example	NOUN
ger-397	30	7	of	of	ADP
ger-397	30	8	large	large	ADJ
ger-397	30	9	lowand	lowand	ADJ
ger-397	30	10	middle	middle	ADJ
ger-397	30	11	-	-	PUNCT
ger-397	30	12	income	income	NOUN
ger-397	30	13	countries	country	NOUN
ger-397	30	14	that	that	PRON
ger-397	30	15	implement	implement	VERB
ger-397	30	16	ecde	ecde	ADJ
ger-397	30	17	through	through	ADP
ger-397	30	18	decentralized	decentralize	VERB
ger-397	30	19	technical	technical	ADJ
ger-397	30	20	management	management	NOUN
ger-397	30	21	and	and	CCONJ
ger-397	30	22	resource	resource	NOUN
ger-397	30	23	allocation	allocation	NOUN
ger-397	30	24	.	.	PUNCT
ger-397	31	1	kenya	kenya	PROPN
ger-397	31	2	’s	’s	PART
ger-397	31	3	guiding	guide	VERB
ger-397	31	4	policy	policy	NOUN
ger-397	31	5	document	document	NOUN
ger-397	31	6	for	for	ADP
ger-397	31	7	devolved	devolve	VERB
ger-397	31	8	ecde	ecde	ADJ
ger-397	31	9	is	be	AUX
ger-397	31	10	being	be	AUX
ger-397	31	11	developed	develop	VERB
ger-397	31	12	at	at	ADP
ger-397	31	13	the	the	DET
ger-397	31	14	national	national	ADJ
ger-397	31	15	level	level	NOUN
ger-397	31	16	and	and	CCONJ
ger-397	31	17	is	be	AUX
ger-397	31	18	in	in	ADP
ger-397	31	19	the	the	DET
ger-397	31	20	final	final	ADJ
ger-397	31	21	stages	stage	NOUN
ger-397	31	22	of	of	ADP
ger-397	31	23	completion	completion	NOUN
ger-397	31	24	.	.	PUNCT
ger-397	32	1	without	without	ADP
ger-397	32	2	completed	complete	VERB
ger-397	32	3	guidance	guidance	NOUN
ger-397	32	4	,	,	PUNCT
ger-397	32	5	county	county	NOUN
ger-397	32	6	-	-	PUNCT
ger-397	32	7	level	level	NOUN
ger-397	32	8	ecde	ecde	ADJ
ger-397	32	9	officials	official	NOUN
ger-397	32	10	are	be	AUX
ger-397	32	11	unclear	unclear	ADJ
ger-397	32	12	about	about	ADP
ger-397	32	13	their	their	PRON
ger-397	32	14	authority	authority	NOUN
ger-397	32	15	to	to	PART
ger-397	32	16	determine	determine	VERB
ger-397	32	17	and	and	CCONJ
ger-397	32	18	implement	implement	VERB
ger-397	32	19	devolved	devolve	VERB
ger-397	32	20	ecde	ecde	ADJ
ger-397	32	21	policies	policy	NOUN
ger-397	32	22	.	.	PUNCT
ger-397	33	1	instead	instead	ADV
ger-397	33	2	,	,	PUNCT
ger-397	33	3	given	give	VERB
ger-397	33	4	the	the	DET
ger-397	33	5	fungibility	fungibility	NOUN
ger-397	33	6	and	and	CCONJ
ger-397	33	7	scarcity	scarcity	NOUN
ger-397	33	8	of	of	ADP
ger-397	33	9	devolved	devolve	VERB
ger-397	33	10	funds	fund	NOUN
ger-397	33	11	,	,	PUNCT
ger-397	33	12	ecde	ecde	ADJ
ger-397	33	13	officers	officer	NOUN
ger-397	33	14	often	often	ADV
ger-397	33	15	focus	focus	VERB
ger-397	33	16	on	on	ADP
ger-397	33	17	ensuring	ensure	VERB
ger-397	33	18	a	a	DET
ger-397	33	19	reasonable	reasonable	ADJ
ger-397	33	20	allocation	allocation	NOUN
ger-397	33	21	of	of	ADP
ger-397	33	22	resources	resource	NOUN
ger-397	33	23	for	for	ADP
ger-397	33	24	their	their	PRON
ger-397	33	25	subsector	subsector	NOUN
ger-397	33	26	.	.	PUNCT
ger-397	34	1	the	the	DET
ger-397	34	2	typical	typical	ADJ
ger-397	34	3	emphasis	emphasis	NOUN
ger-397	34	4	has	have	AUX
ger-397	34	5	been	be	AUX
ger-397	34	6	on	on	ADP
ger-397	34	7	access	access	NOUN
ger-397	34	8	:	:	PUNCT
ger-397	34	9	establishing	establish	VERB
ger-397	34	10	ecde	ecde	ADJ
ger-397	34	11	classrooms	classroom	NOUN
ger-397	34	12	next	next	ADV
ger-397	34	13	to	to	ADP
ger-397	34	14	_	_	PUNCT
ger-397	34	15	_	_	PUNCT
ger-397	35	1	_	_	PUNCT
ger-397	36	1	_	_	PUNCT
ger-397	37	1	_	_	PUNCT
ger-397	38	1	_	_	PUNCT
ger-397	39	1	_	_	PUNCT
ger-397	40	1	_	_	PUNCT
ger-397	41	1	_	_	PUNCT
ger-397	42	1	_	_	PUNCT
ger-397	43	1	_	_	PUNCT
ger-397	44	1	_	_	PUNCT
ger-397	45	1	_	_	PUNCT
ger-397	46	1	_	_	PUNCT
ger-397	47	1	_	_	PUNCT
ger-397	48	1	_	_	PUNCT
ger-397	49	1	_	_	PUNCT
ger-397	50	1	_	_	PUNCT
ger-397	51	1	_	_	PUNCT
ger-397	52	1	_	_	PUNCT
ger-397	53	1	_	_	PUNCT
ger-397	54	1	_	_	PUNCT
ger-397	55	1	_	_	PUNCT
ger-397	56	1	_	_	PUNCT
ger-397	57	1	_	_	PUNCT
ger-397	58	1	_	_	PUNCT
ger-397	59	1	_	_	PUNCT
ger-397	60	1	_	_	PUNCT
ger-397	61	1	_	_	PUNCT
ger-397	62	1	_	_	PUNCT
ger-397	63	1	_	_	PUNCT
ger-397	63	2	corresponding	corresponding	ADJ
ger-397	63	3	author	author	NOUN
ger-397	63	4	:	:	PUNCT
ger-397	63	5	dr	dr	PROPN
ger-397	63	6	.	.	PROPN
ger-397	63	7	benjamin	benjamin	PROPN
ger-397	63	8	piper	piper	PROPN
ger-397	63	9	,	,	PUNCT
ger-397	63	10	rti	rti	PROPN
ger-397	63	11	international	international	PROPN
ger-397	63	12	,	,	PUNCT
ger-397	63	13	5th	5th	ADJ
ger-397	63	14	floor	floor	NOUN
ger-397	63	15	,	,	PUNCT
ger-397	63	16	the	the	DET
ger-397	63	17	westwood	westwood	NOUN
ger-397	63	18	,	,	PUNCT
ger-397	63	19	vale	vale	ADJ
ger-397	63	20	close	close	NOUN
ger-397	63	21	,	,	PUNCT
ger-397	63	22	off	off	ADP
ger-397	63	23	ring	ring	NOUN
ger-397	63	24	road	road	NOUN
ger-397	63	25	parklands	parkland	NOUN
ger-397	63	26	,	,	PUNCT
ger-397	63	27	po	po	PROPN
ger-397	63	28	box	box	PROPN
ger-397	63	29	1181	1181	NUM
ger-397	63	30	-	-	PUNCT
ger-397	63	31	00621	00621	NUM
ger-397	63	32	village	village	NOUN
ger-397	63	33	market	market	NOUN
ger-397	63	34	,	,	PUNCT
ger-397	63	35	nairobi	nairobi	PROPN
ger-397	63	36	,	,	PUNCT
ger-397	63	37	kenya	kenya	PROPN
ger-397	63	38	email	email	NOUN
ger-397	63	39	:	:	PUNCT
ger-397	63	40	bpiper@rti.org	bpiper@rti.org	ADJ
ger-397	63	41	mailto:bpiper@rti.org	mailto:bpiper@rti.org	ADJ
ger-397	63	42	scaling	scale	VERB
ger-397	63	43	up	up	ADP
ger-397	63	44	early	early	ADJ
ger-397	63	45	childhood	childhood	NOUN
ger-397	63	46	development	development	NOUN
ger-397	63	47	and	and	CCONJ
ger-397	63	48	education	education	NOUN
ger-397	63	49	49	49	NUM
ger-397	63	50	primary	primary	ADJ
ger-397	63	51	schools	school	NOUN
ger-397	63	52	and	and	CCONJ
ger-397	63	53	stand	stand	VERB
ger-397	63	54	-	-	PUNCT
ger-397	63	55	alone	alone	ADJ
ger-397	63	56	ecde	ecde	ADJ
ger-397	63	57	centers	center	NOUN
ger-397	63	58	and	and	CCONJ
ger-397	63	59	hiring	hire	VERB
ger-397	63	60	teachers	teacher	NOUN
ger-397	63	61	.	.	PUNCT
ger-397	64	1	some	some	DET
ger-397	64	2	counties	county	NOUN
ger-397	64	3	have	have	AUX
ger-397	64	4	invested	invest	VERB
ger-397	64	5	nearly	nearly	ADV
ger-397	64	6	all	all	DET
ger-397	64	7	their	their	PRON
ger-397	64	8	resources	resource	NOUN
ger-397	64	9	on	on	ADP
ger-397	64	10	construction	construction	NOUN
ger-397	64	11	and	and	CCONJ
ger-397	64	12	hiring	hiring	NOUN
ger-397	64	13	and	and	CCONJ
ger-397	64	14	have	have	AUX
ger-397	64	15	had	have	VERB
ger-397	64	16	little	little	ADJ
ger-397	64	17	left	leave	VERB
ger-397	64	18	to	to	PART
ger-397	64	19	purchase	purchase	VERB
ger-397	64	20	teaching	teaching	NOUN
ger-397	64	21	and	and	CCONJ
ger-397	64	22	learning	learn	VERB
ger-397	64	23	materials	material	NOUN
ger-397	64	24	or	or	CCONJ
ger-397	64	25	to	to	ADP
ger-397	64	26	induct	induct	PROPN
ger-397	64	27	,	,	PUNCT
ger-397	64	28	develop	develop	VERB
ger-397	64	29	,	,	PUNCT
ger-397	64	30	and	and	CCONJ
ger-397	64	31	support	support	VERB
ger-397	64	32	ecde	ecde	ADJ
ger-397	64	33	teachers	teacher	NOUN
ger-397	64	34	.	.	PUNCT
ger-397	65	1	in	in	ADP
ger-397	65	2	fact	fact	NOUN
ger-397	65	3	,	,	PUNCT
ger-397	65	4	countyand	countyand	VERB
ger-397	65	5	national	national	ADJ
ger-397	65	6	-	-	PUNCT
ger-397	65	7	level	level	NOUN
ger-397	65	8	officials	official	NOUN
ger-397	65	9	have	have	AUX
ger-397	65	10	continued	continue	VERB
ger-397	65	11	to	to	PART
ger-397	65	12	disagree	disagree	VERB
ger-397	65	13	on	on	ADP
ger-397	65	14	whether	whether	SCONJ
ger-397	65	15	the	the	DET
ger-397	65	16	responsibility	responsibility	NOUN
ger-397	65	17	for	for	ADP
ger-397	65	18	hiring	hire	VERB
ger-397	65	19	teachers	teacher	NOUN
ger-397	65	20	is	be	AUX
ger-397	65	21	with	with	ADP
ger-397	65	22	the	the	DET
ger-397	65	23	devolved	devolve	VERB
ger-397	65	24	counties	county	NOUN
ger-397	65	25	or	or	CCONJ
ger-397	65	26	with	with	ADP
ger-397	65	27	the	the	DET
ger-397	65	28	national	national	ADJ
ger-397	65	29	level	level	NOUN
ger-397	65	30	,	,	PUNCT
ger-397	65	31	and	and	CCONJ
ger-397	65	32	several	several	ADJ
ger-397	65	33	court	court	NOUN
ger-397	65	34	cases	case	NOUN
ger-397	65	35	have	have	AUX
ger-397	65	36	ensued	ensue	VERB
ger-397	65	37	(	(	PUNCT
ger-397	65	38	see	see	VERB
ger-397	65	39	media	medium	NOUN
ger-397	65	40	coverage	coverage	NOUN
ger-397	65	41	at	at	ADP
ger-397	65	42	macharia	macharia	NOUN
ger-397	65	43	,	,	PUNCT
ger-397	65	44	2016	2016	NUM
ger-397	65	45	)	)	PUNCT
ger-397	65	46	.	.	PUNCT
ger-397	66	1	with	with	ADP
ger-397	66	2	limited	limited	ADJ
ger-397	66	3	resources	resource	NOUN
ger-397	66	4	allocated	allocate	VERB
ger-397	66	5	to	to	ADP
ger-397	66	6	materials	material	NOUN
ger-397	66	7	and	and	CCONJ
ger-397	66	8	pedagogical	pedagogical	ADJ
ger-397	66	9	support	support	NOUN
ger-397	66	10	for	for	ADP
ger-397	66	11	teachers	teacher	NOUN
ger-397	66	12	,	,	PUNCT
ger-397	66	13	it	it	PRON
ger-397	66	14	is	be	AUX
ger-397	66	15	unsurprising	unsurprising	ADJ
ger-397	66	16	that	that	SCONJ
ger-397	66	17	the	the	DET
ger-397	66	18	quality	quality	NOUN
ger-397	66	19	of	of	ADP
ger-397	66	20	ecde	ecde	ADJ
ger-397	66	21	provision	provision	NOUN
ger-397	66	22	in	in	ADP
ger-397	66	23	kenya	kenya	PROPN
ger-397	66	24	is	be	AUX
ger-397	66	25	at	at	ADP
ger-397	66	26	risk	risk	NOUN
ger-397	66	27	.	.	PUNCT
ger-397	67	1	in	in	ADP
ger-397	67	2	this	this	DET
ger-397	67	3	context	context	NOUN
ger-397	67	4	,	,	PUNCT
ger-397	67	5	the	the	DET
ger-397	67	6	ministry	ministry	PROPN
ger-397	67	7	of	of	ADP
ger-397	67	8	education	education	PROPN
ger-397	67	9	and	and	CCONJ
ger-397	67	10	four	four	NUM
ger-397	67	11	counties	county	NOUN
ger-397	67	12	began	begin	VERB
ger-397	67	13	implementing	implement	VERB
ger-397	67	14	the	the	DET
ger-397	67	15	tayari	tayari	ADJ
ger-397	67	16	program	program	NOUN
ger-397	67	17	(	(	PUNCT
ger-397	67	18	2014–2018	2014–2018	NUM
ger-397	67	19	)	)	PUNCT
ger-397	67	20	,	,	PUNCT
ger-397	67	21	with	with	ADP
ger-397	67	22	sponsorship	sponsorship	NOUN
ger-397	67	23	from	from	ADP
ger-397	67	24	the	the	DET
ger-397	67	25	children	child	NOUN
ger-397	67	26	’s	’s	PART
ger-397	67	27	investment	investment	NOUN
ger-397	67	28	fund	fund	NOUN
ger-397	67	29	foundation	foundation	PROPN
ger-397	67	30	and	and	CCONJ
ger-397	67	31	technical	technical	ADJ
ger-397	67	32	support	support	NOUN
ger-397	67	33	from	from	ADP
ger-397	67	34	rti	rti	PROPN
ger-397	67	35	international	international	PROPN
ger-397	67	36	.	.	PUNCT
ger-397	68	1	tayari	tayari	PROPN
ger-397	68	2	,	,	PUNCT
ger-397	68	3	which	which	PRON
ger-397	68	4	means	mean	VERB
ger-397	68	5	“	"	PUNCT
ger-397	68	6	ready	ready	ADJ
ger-397	68	7	”	"	PUNCT
ger-397	68	8	in	in	ADP
ger-397	68	9	kiswahili	kiswahili	PROPN
ger-397	68	10	,	,	PUNCT
ger-397	68	11	is	be	AUX
ger-397	68	12	designed	design	VERB
ger-397	68	13	as	as	ADP
ger-397	68	14	a	a	DET
ger-397	68	15	randomized	randomized	ADJ
ger-397	68	16	controlled	control	VERB
ger-397	68	17	trial	trial	NOUN
ger-397	68	18	to	to	PART
ger-397	68	19	determine	determine	VERB
ger-397	68	20	the	the	DET
ger-397	68	21	most	most	ADV
ger-397	68	22	costeffective	costeffective	ADJ
ger-397	68	23	ecde	ecde	ADJ
ger-397	68	24	intervention	intervention	NOUN
ger-397	68	25	that	that	PRON
ger-397	68	26	can	can	AUX
ger-397	68	27	be	be	AUX
ger-397	68	28	scaled	scale	VERB
ger-397	68	29	and	and	CCONJ
ger-397	68	30	sustained	sustain	VERB
ger-397	68	31	.	.	PUNCT
ger-397	69	1	the	the	DET
ger-397	69	2	tayari	tayari	ADJ
ger-397	69	3	external	external	ADJ
ger-397	69	4	evaluation	evaluation	NOUN
ger-397	69	5	is	be	AUX
ger-397	69	6	studying	study	VERB
ger-397	69	7	the	the	DET
ger-397	69	8	impact	impact	NOUN
ger-397	69	9	of	of	ADP
ger-397	69	10	three	three	NUM
ger-397	69	11	tayari	tayari	ADJ
ger-397	69	12	treatment	treatment	NOUN
ger-397	69	13	groups	group	NOUN
ger-397	69	14	in	in	ADP
ger-397	69	15	comparison	comparison	NOUN
ger-397	69	16	to	to	ADP
ger-397	69	17	a	a	DET
ger-397	69	18	control	control	NOUN
ger-397	69	19	group	group	NOUN
ger-397	69	20	on	on	ADP
ger-397	69	21	improved	improved	ADJ
ger-397	69	22	school	school	NOUN
ger-397	69	23	readiness	readiness	NOUN
ger-397	69	24	.	.	PUNCT
ger-397	70	1	implemented	implement	VERB
ger-397	70	2	in	in	ADP
ger-397	70	3	2,100	2,100	NUM
ger-397	70	4	ecde	ecde	ADJ
ger-397	70	5	centers	center	NOUN
ger-397	70	6	and	and	CCONJ
ger-397	70	7	supporting	support	VERB
ger-397	70	8	more	more	ADJ
ger-397	70	9	than	than	ADP
ger-397	70	10	120,000	120,000	NUM
ger-397	70	11	learners	learner	NOUN
ger-397	70	12	in	in	ADP
ger-397	70	13	the	the	DET
ger-397	70	14	2018	2018	NUM
ger-397	70	15	academic	academic	ADJ
ger-397	70	16	year	year	NOUN
ger-397	70	17	,	,	PUNCT
ger-397	70	18	tayari	tayari	PROPN
ger-397	70	19	is	be	AUX
ger-397	70	20	testing	test	VERB
ger-397	70	21	the	the	DET
ger-397	70	22	ability	ability	NOUN
ger-397	70	23	of	of	ADP
ger-397	70	24	the	the	DET
ger-397	70	25	devolved	devolve	VERB
ger-397	70	26	systems	system	NOUN
ger-397	70	27	in	in	ADP
ger-397	70	28	four	four	NUM
ger-397	70	29	of	of	ADP
ger-397	70	30	kenya	kenya	PROPN
ger-397	70	31	’s	’s	PART
ger-397	70	32	47	47	NUM
ger-397	70	33	counties	county	NOUN
ger-397	70	34	to	to	PART
ger-397	70	35	implement	implement	VERB
ger-397	70	36	and	and	CCONJ
ger-397	70	37	manage	manage	VERB
ger-397	70	38	a	a	DET
ger-397	70	39	large	large	ADJ
ger-397	70	40	-	-	PUNCT
ger-397	70	41	scale	scale	NOUN
ger-397	70	42	ecde	ecde	ADJ
ger-397	70	43	quality	quality	NOUN
ger-397	70	44	-	-	PUNCT
ger-397	70	45	improvement	improvement	NOUN
ger-397	70	46	program	program	NOUN
ger-397	70	47	in	in	ADP
ger-397	70	48	the	the	DET
ger-397	70	49	context	context	NOUN
ger-397	70	50	of	of	ADP
ger-397	70	51	devolved	devolve	VERB
ger-397	70	52	ecde	ecde	ADJ
ger-397	70	53	.	.	PUNCT
ger-397	71	1	in	in	ADP
ger-397	71	2	addition	addition	NOUN
ger-397	71	3	,	,	PUNCT
ger-397	71	4	tayari	tayari	PROPN
ger-397	71	5	has	have	VERB
ger-397	71	6	two	two	NUM
ger-397	71	7	studies	study	NOUN
ger-397	71	8	under	under	ADP
ger-397	71	9	way	way	NOUN
ger-397	71	10	:	:	PUNCT
ger-397	71	11	a	a	DET
ger-397	71	12	qualitative	qualitative	ADJ
ger-397	71	13	study	study	NOUN
ger-397	71	14	of	of	ADP
ger-397	71	15	counties	county	NOUN
ger-397	71	16	’	'	PUNCT
ger-397	71	17	decisionmaking	decisionmake	VERB
ger-397	71	18	and	and	CCONJ
ger-397	71	19	a	a	DET
ger-397	71	20	quantitative	quantitative	ADJ
ger-397	71	21	longitudinal	longitudinal	ADJ
ger-397	71	22	tracer	tracer	NOUN
ger-397	71	23	study	study	NOUN
ger-397	71	24	of	of	ADP
ger-397	71	25	children	child	NOUN
ger-397	71	26	’s	’s	PART
ger-397	71	27	performance	performance	NOUN
ger-397	71	28	over	over	ADP
ger-397	71	29	time	time	NOUN
ger-397	71	30	.	.	PUNCT
ger-397	72	1	the	the	DET
ger-397	72	2	longitudinal	longitudinal	ADJ
ger-397	72	3	study	study	NOUN
ger-397	72	4	investigates	investigate	VERB
ger-397	72	5	whether	whether	SCONJ
ger-397	72	6	and	and	CCONJ
ger-397	72	7	how	how	SCONJ
ger-397	72	8	one	one	NUM
ger-397	72	9	of	of	ADP
ger-397	72	10	the	the	DET
ger-397	72	11	treatment	treatment	NOUN
ger-397	72	12	arms	arm	NOUN
ger-397	72	13	of	of	ADP
ger-397	72	14	tayari	tayari	PROPN
ger-397	72	15	has	have	VERB
ger-397	72	16	an	an	DET
ger-397	72	17	impact	impact	NOUN
ger-397	72	18	on	on	ADP
ger-397	72	19	school	school	NOUN
ger-397	72	20	readiness,1	readiness,1	NOUN
ger-397	72	21	as	as	SCONJ
ger-397	72	22	judged	judge	VERB
ger-397	72	23	by	by	ADP
ger-397	72	24	changes	change	NOUN
ger-397	72	25	in	in	ADP
ger-397	72	26	the	the	DET
ger-397	72	27	tested	test	VERB
ger-397	72	28	skills	skill	NOUN
ger-397	72	29	of	of	ADP
ger-397	72	30	tayari	tayari	ADJ
ger-397	72	31	children	child	NOUN
ger-397	72	32	.	.	PUNCT
ger-397	73	1	the	the	DET
ger-397	73	2	qualitative	qualitative	ADJ
ger-397	73	3	study	study	NOUN
ger-397	73	4	measures	measure	VERB
ger-397	73	5	how	how	SCONJ
ger-397	73	6	the	the	DET
ger-397	73	7	tayari	tayari	ADJ
ger-397	73	8	intervention	intervention	NOUN
ger-397	73	9	is	be	AUX
ger-397	73	10	changing	change	VERB
ger-397	73	11	devolved	devolve	VERB
ger-397	73	12	decisionmaking	decisionmake	VERB
ger-397	73	13	in	in	ADP
ger-397	73	14	tayari	tayari	ADJ
ger-397	73	15	counties	county	NOUN
ger-397	73	16	and	and	CCONJ
ger-397	73	17	how	how	SCONJ
ger-397	73	18	non	non	ADJ
ger-397	73	19	-	-	ADJ
ger-397	73	20	tayari	tayari	ADJ
ger-397	73	21	counties	county	NOUN
ger-397	73	22	make	make	VERB
ger-397	73	23	resource	resource	NOUN
ger-397	73	24	allocation	allocation	NOUN
ger-397	73	25	decisions	decision	NOUN
ger-397	73	26	.	.	PUNCT
ger-397	74	1	interviewers	interviewer	NOUN
ger-397	74	2	have	have	AUX
ger-397	74	3	collected	collect	VERB
ger-397	74	4	data	datum	NOUN
ger-397	74	5	from	from	ADP
ger-397	74	6	officers	officer	NOUN
ger-397	74	7	at	at	ADP
ger-397	74	8	several	several	ADJ
ger-397	74	9	levels	level	NOUN
ger-397	74	10	of	of	ADP
ger-397	74	11	the	the	DET
ger-397	74	12	devolved	devolve	VERB
ger-397	74	13	system	system	NOUN
ger-397	74	14	in	in	ADP
ger-397	74	15	both	both	CCONJ
ger-397	74	16	tayari	tayari	ADJ
ger-397	74	17	and	and	CCONJ
ger-397	74	18	non	non	ADJ
ger-397	74	19	-	-	ADJ
ger-397	74	20	tayari	tayari	ADJ
ger-397	74	21	counties	county	NOUN
ger-397	74	22	.	.	PUNCT
ger-397	75	1	literature	literature	NOUN
ger-397	75	2	review	review	NOUN
ger-397	75	3	access	access	NOUN
ger-397	75	4	and	and	CCONJ
ger-397	75	5	quality	quality	NOUN
ger-397	75	6	over	over	ADP
ger-397	75	7	the	the	DET
ger-397	75	8	past	past	ADJ
ger-397	75	9	two	two	NUM
ger-397	75	10	decades	decade	NOUN
ger-397	75	11	,	,	PUNCT
ger-397	75	12	education	education	NOUN
ger-397	75	13	policy	policy	NOUN
ger-397	75	14	makers	maker	NOUN
ger-397	75	15	globally	globally	ADV
ger-397	75	16	have	have	AUX
ger-397	75	17	increased	increase	VERB
ger-397	75	18	emphasis	emphasis	NOUN
ger-397	75	19	on	on	ADP
ger-397	75	20	ecde	ecde	ADJ
ger-397	75	21	,	,	PUNCT
ger-397	75	22	as	as	SCONJ
ger-397	75	23	the	the	DET
ger-397	75	24	scientific	scientific	ADJ
ger-397	75	25	community	community	NOUN
ger-397	75	26	continues	continue	VERB
ger-397	75	27	to	to	PART
ger-397	75	28	generate	generate	VERB
ger-397	75	29	convincing	convincing	ADJ
ger-397	75	30	evidence	evidence	NOUN
ger-397	75	31	regarding	regard	VERB
ger-397	75	32	the	the	DET
ger-397	75	33	critical	critical	ADJ
ger-397	75	34	importance	importance	NOUN
ger-397	75	35	of	of	ADP
ger-397	75	36	the	the	DET
ger-397	75	37	early	early	ADJ
ger-397	75	38	childhood	childhood	NOUN
ger-397	75	39	period	period	NOUN
ger-397	75	40	in	in	ADP
ger-397	75	41	determining	determine	VERB
ger-397	75	42	later	later	ADJ
ger-397	75	43	school	school	NOUN
ger-397	75	44	and	and	CCONJ
ger-397	75	45	life	life	NOUN
ger-397	75	46	success.2	success.2	PROPN
ger-397	75	47	international	international	ADJ
ger-397	75	48	aid	aid	NOUN
ger-397	75	49	agencies	agency	NOUN
ger-397	75	50	,	,	PUNCT
ger-397	75	51	such	such	ADJ
ger-397	75	52	as	as	ADP
ger-397	75	53	the	the	DET
ger-397	75	54	world	world	NOUN
ger-397	75	55	bank	bank	PROPN
ger-397	75	56	and	and	CCONJ
ger-397	75	57	the	the	DET
ger-397	75	58	united	united	PROPN
ger-397	75	59	nations	nations	PROPN
ger-397	75	60	children	children	PROPN
ger-397	75	61	’s	’s	PART
ger-397	75	62	fund	fund	NOUN
ger-397	75	63	(	(	PUNCT
ger-397	75	64	unicef	unicef	PROPN
ger-397	75	65	)	)	PUNCT
ger-397	75	66	,	,	PUNCT
ger-397	75	67	are	be	AUX
ger-397	75	68	encouraging	encourage	VERB
ger-397	75	69	developing	develop	VERB
ger-397	75	70	countries	country	NOUN
ger-397	75	71	to	to	PART
ger-397	75	72	expand	expand	VERB
ger-397	75	73	provision	provision	NOUN
ger-397	75	74	of	of	ADP
ger-397	75	75	preprimary	preprimary	NOUN
ger-397	75	76	education	education	NOUN
ger-397	75	77	and	and	CCONJ
ger-397	75	78	to	to	PART
ger-397	75	79	improve	improve	VERB
ger-397	75	80	the	the	DET
ger-397	75	81	quality	quality	NOUN
ger-397	75	82	of	of	ADP
ger-397	75	83	those	those	DET
ger-397	75	84	services	service	NOUN
ger-397	75	85	(	(	PUNCT
ger-397	75	86	sayre	sayre	PROPN
ger-397	75	87	,	,	PUNCT
ger-397	75	88	devercelli	devercelli	PROPN
ger-397	75	89	,	,	PUNCT
ger-397	75	90	newman	newman	PROPN
ger-397	75	91	,	,	PUNCT
ger-397	75	92	&	&	CCONJ
ger-397	75	93	wodon	wodon	X
ger-397	75	94	,	,	PUNCT
ger-397	75	95	2015	2015	NUM
ger-397	75	96	;	;	PUNCT
ger-397	75	97	unicef	unicef	NOUN
ger-397	75	98	and	and	CCONJ
ger-397	75	99	world	world	PROPN
ger-397	75	100	bank	bank	PROPN
ger-397	75	101	group	group	NOUN
ger-397	75	102	,	,	PUNCT
ger-397	75	103	2016	2016	NUM
ger-397	75	104	)	)	PUNCT
ger-397	75	105	.	.	PUNCT
ger-397	76	1	in	in	ADP
ger-397	76	2	response	response	NOUN
ger-397	76	3	to	to	ADP
ger-397	76	4	the	the	DET
ger-397	76	5	growing	grow	VERB
ger-397	76	6	demand	demand	NOUN
ger-397	76	7	for	for	ADP
ger-397	76	8	ecde	ecde	ADJ
ger-397	76	9	in	in	ADP
ger-397	76	10	their	their	PRON
ger-397	76	11	own	own	ADJ
ger-397	76	12	contexts	contexts	NOUN
ger-397	76	13	,	,	PUNCT
ger-397	76	14	and	and	CCONJ
ger-397	76	15	to	to	ADP
ger-397	76	16	the	the	DET
ger-397	76	17	compelling	compelling	ADJ
ger-397	76	18	scientific	scientific	ADJ
ger-397	76	19	and	and	CCONJ
ger-397	76	20	economic	economic	ADJ
ger-397	76	21	evidence	evidence	NOUN
ger-397	76	22	about	about	ADP
ger-397	76	23	the	the	DET
ger-397	76	24	return	return	NOUN
ger-397	76	25	on	on	ADP
ger-397	76	26	investing	invest	VERB
ger-397	76	27	in	in	ADP
ger-397	76	28	young	young	ADJ
ger-397	76	29	children	child	NOUN
ger-397	76	30	(	(	PUNCT
ger-397	76	31	heckman	heckman	PROPN
ger-397	76	32	,	,	PUNCT
ger-397	76	33	2006	2006	NUM
ger-397	76	34	;	;	PUNCT
ger-397	76	35	mccoy	mccoy	PROPN
ger-397	76	36	,	,	PUNCT
ger-397	76	37	zuilkowski	zuilkowski	PROPN
ger-397	76	38	,	,	PUNCT
ger-397	76	39	yoshikawa	yoshikawa	PROPN
ger-397	76	40	,	,	PUNCT
ger-397	76	41	&	&	CCONJ
ger-397	76	42	fink	fink	PROPN
ger-397	76	43	,	,	PUNCT
ger-397	76	44	2017	2017	NUM
ger-397	76	45	)	)	PUNCT
ger-397	76	46	,	,	PUNCT
ger-397	76	47	several	several	ADJ
ger-397	76	48	countries	country	NOUN
ger-397	76	49	in	in	ADP
ger-397	76	50	sub	sub	ADJ
ger-397	76	51	-	-	ADJ
ger-397	76	52	saharan	saharan	ADJ
ger-397	76	53	africa	africa	PROPN
ger-397	76	54	have	have	AUX
ger-397	76	55	both	both	PRON
ger-397	76	56	expanded	expand	VERB
ger-397	76	57	the	the	DET
ger-397	76	58	provision	provision	NOUN
ger-397	76	59	of	of	ADP
ger-397	76	60	quality	quality	NOUN
ger-397	76	61	preprimary	preprimary	NOUN
ger-397	76	62	education	education	NOUN
ger-397	76	63	and	and	CCONJ
ger-397	76	64	undertaken	undertake	VERB
ger-397	76	65	policy	policy	NOUN
ger-397	76	66	reforms	reform	NOUN
ger-397	76	67	to	to	PART
ger-397	76	68	achieve	achieve	VERB
ger-397	76	69	this	this	DET
ger-397	76	70	expansion	expansion	NOUN
ger-397	76	71	in	in	ADP
ger-397	76	72	efficient	efficient	ADJ
ger-397	76	73	ways	way	NOUN
ger-397	76	74	.	.	PUNCT
ger-397	77	1	decentralization	decentralization	NOUN
ger-397	77	2	and	and	CCONJ
ger-397	77	3	ecde	ecde	ADJ
ger-397	77	4	as	as	SCONJ
ger-397	77	5	governments	government	NOUN
ger-397	77	6	grapple	grapple	VERB
ger-397	77	7	with	with	ADP
ger-397	77	8	the	the	DET
ger-397	77	9	goal	goal	NOUN
ger-397	77	10	of	of	ADP
ger-397	77	11	achieving	achieve	VERB
ger-397	77	12	universal	universal	ADJ
ger-397	77	13	access	access	NOUN
ger-397	77	14	to	to	ADP
ger-397	77	15	ecde	ecde	VERB
ger-397	77	16	by	by	ADP
ger-397	77	17	2030	2030	NUM
ger-397	77	18	,	,	PUNCT
ger-397	77	19	parallels	parallel	VERB
ger-397	77	20	to	to	ADP
ger-397	77	21	the	the	DET
ger-397	77	22	universal	universal	ADJ
ger-397	77	23	primary	primary	ADJ
ger-397	77	24	education	education	NOUN
ger-397	77	25	(	(	PUNCT
ger-397	77	26	upe	upe	PROPN
ger-397	77	27	)	)	PUNCT
ger-397	77	28	movement	movement	NOUN
ger-397	77	29	in	in	ADP
ger-397	77	30	the	the	DET
ger-397	77	31	late	late	ADJ
ger-397	77	32	1990s	1990	NOUN
ger-397	77	33	are	be	AUX
ger-397	77	34	instructive	instructive	ADJ
ger-397	77	35	.	.	PUNCT
ger-397	78	1	that	that	DET
ger-397	78	2	movement	movement	NOUN
ger-397	78	3	did	do	AUX
ger-397	78	4	not	not	PART
ger-397	78	5	sufficiently	sufficiently	ADV
ger-397	78	6	engage	engage	VERB
ger-397	78	7	decentralized	decentralized	ADJ
ger-397	78	8	governments	government	NOUN
ger-397	78	9	to	to	PART
ger-397	78	10	devise	devise	VERB
ger-397	78	11	local	local	ADJ
ger-397	78	12	solutions	solution	NOUN
ger-397	78	13	that	that	PRON
ger-397	78	14	would	would	AUX
ger-397	78	15	increase	increase	VERB
ger-397	78	16	access	access	NOUN
ger-397	78	17	while	while	SCONJ
ger-397	78	18	also	also	ADV
ger-397	78	19	improving	improve	VERB
ger-397	78	20	quality	quality	NOUN
ger-397	78	21	.	.	PUNCT
ger-397	79	1	thus	thus	ADV
ger-397	79	2	,	,	PUNCT
ger-397	79	3	some	some	DET
ger-397	79	4	countries	country	NOUN
ger-397	79	5	,	,	PUNCT
ger-397	79	6	such	such	ADJ
ger-397	79	7	as	as	ADP
ger-397	79	8	kenya	kenya	PROPN
ger-397	79	9	and	and	CCONJ
ger-397	79	10	ethiopia	ethiopia	PROPN
ger-397	79	11	,	,	PUNCT
ger-397	79	12	are	be	AUX
ger-397	79	13	now	now	ADV
ger-397	79	14	combining	combine	VERB
ger-397	79	15	two	two	NUM
ger-397	79	16	efforts	effort	NOUN
ger-397	79	17	concerning	concern	VERB
ger-397	79	18	ecde	ecde	ADJ
ger-397	79	19	:	:	PUNCT
ger-397	79	20	decentralization	decentralization	NOUN
ger-397	79	21	50	50	NUM
ger-397	79	22	global	global	ADJ
ger-397	79	23	education	education	NOUN
ger-397	79	24	review	review	NOUN
ger-397	79	25	5(2	5(2	NUM
ger-397	79	26	)	)	PUNCT
ger-397	79	27	of	of	ADP
ger-397	79	28	authority	authority	NOUN
ger-397	79	29	and	and	CCONJ
ger-397	79	30	funding	funding	NOUN
ger-397	79	31	to	to	ADP
ger-397	79	32	local	local	ADJ
ger-397	79	33	governments	government	NOUN
ger-397	79	34	,	,	PUNCT
ger-397	79	35	and	and	CCONJ
ger-397	79	36	the	the	DET
ger-397	79	37	development	development	NOUN
ger-397	79	38	of	of	ADP
ger-397	79	39	guidelines	guideline	NOUN
ger-397	79	40	to	to	PART
ger-397	79	41	ensure	ensure	VERB
ger-397	79	42	high	high	ADJ
ger-397	79	43	-	-	PUNCT
ger-397	79	44	quality	quality	NOUN
ger-397	79	45	implementation	implementation	NOUN
ger-397	79	46	.	.	PUNCT
ger-397	80	1	with	with	ADP
ger-397	80	2	the	the	DET
ger-397	80	3	global	global	ADJ
ger-397	80	4	expansion	expansion	NOUN
ger-397	80	5	of	of	ADP
ger-397	80	6	ecde	ecde	ADJ
ger-397	80	7	services	service	NOUN
ger-397	80	8	,	,	PUNCT
ger-397	80	9	researchers	researcher	NOUN
ger-397	80	10	who	who	PRON
ger-397	80	11	focus	focus	VERB
ger-397	80	12	on	on	ADP
ger-397	80	13	quality	quality	NOUN
ger-397	80	14	improvements	improvement	NOUN
ger-397	80	15	have	have	AUX
ger-397	80	16	begun	begin	VERB
ger-397	80	17	to	to	PART
ger-397	80	18	apply	apply	VERB
ger-397	80	19	approaches	approach	NOUN
ger-397	80	20	from	from	ADP
ger-397	80	21	education	education	NOUN
ger-397	80	22	systems	system	NOUN
ger-397	80	23	research	research	NOUN
ger-397	80	24	to	to	ADP
ger-397	80	25	preprimary	preprimary	NOUN
ger-397	80	26	education	education	NOUN
ger-397	80	27	(	(	PUNCT
ger-397	80	28	see	see	VERB
ger-397	80	29	powers	power	NOUN
ger-397	80	30	,	,	PUNCT
ger-397	80	31	2016	2016	NUM
ger-397	80	32	,	,	PUNCT
ger-397	80	33	on	on	ADP
ger-397	80	34	the	the	DET
ger-397	80	35	early	early	ADJ
ger-397	80	36	learning	learning	NOUN
ger-397	80	37	partnership	partnership	NOUN
ger-397	80	38	program	program	PROPN
ger-397	80	39	)	)	PUNCT
ger-397	80	40	.	.	PUNCT
ger-397	81	1	rossiter	rossiter	NOUN
ger-397	81	2	(	(	PUNCT
ger-397	81	3	2016	2016	NUM
ger-397	81	4	)	)	PUNCT
ger-397	81	5	summarized	summarize	VERB
ger-397	81	6	the	the	DET
ger-397	81	7	consensus	consensus	NOUN
ger-397	81	8	of	of	ADP
ger-397	81	9	international	international	ADJ
ger-397	81	10	literature	literature	NOUN
ger-397	81	11	on	on	ADP
ger-397	81	12	six	six	NUM
ger-397	81	13	elements	element	NOUN
ger-397	81	14	of	of	ADP
ger-397	81	15	high	high	ADJ
ger-397	81	16	-	-	PUNCT
ger-397	81	17	quality	quality	NOUN
ger-397	81	18	ecde	ecde	ADJ
ger-397	81	19	at	at	ADP
ger-397	81	20	the	the	DET
ger-397	81	21	system	system	NOUN
ger-397	81	22	level	level	NOUN
ger-397	81	23	.	.	PUNCT
ger-397	82	1	the	the	DET
ger-397	82	2	elements	element	NOUN
ger-397	82	3	are	be	AUX
ger-397	82	4	1	1	NUM
ger-397	82	5	.	.	PUNCT
ger-397	82	6	equitable	equitable	ADJ
ger-397	82	7	and	and	CCONJ
ger-397	82	8	inclusive	inclusive	ADJ
ger-397	82	9	access	access	NOUN
ger-397	82	10	;	;	PUNCT
ger-397	82	11	2	2	X
ger-397	82	12	.	.	X
ger-397	82	13	curriculum	curriculum	NOUN
ger-397	82	14	,	,	PUNCT
ger-397	82	15	plus	plus	CCONJ
ger-397	82	16	teaching	teaching	NOUN
ger-397	82	17	and	and	CCONJ
ger-397	82	18	learning	learn	VERB
ger-397	82	19	materials	material	NOUN
ger-397	82	20	;	;	PUNCT
ger-397	82	21	3	3	X
ger-397	82	22	.	.	X
ger-397	82	23	teachers	teacher	NOUN
ger-397	82	24	and	and	CCONJ
ger-397	82	25	school	school	NOUN
ger-397	82	26	leaders	leader	NOUN
ger-397	82	27	;	;	PUNCT
ger-397	82	28	4	4	X
ger-397	82	29	.	.	NOUN
ger-397	82	30	parental	parental	ADJ
ger-397	82	31	and	and	CCONJ
ger-397	82	32	community	community	NOUN
ger-397	82	33	support	support	NOUN
ger-397	82	34	and	and	CCONJ
ger-397	82	35	engagement	engagement	NOUN
ger-397	82	36	;	;	PUNCT
ger-397	82	37	5	5	NUM
ger-397	82	38	.	.	NOUN
ger-397	82	39	standards	standard	NOUN
ger-397	82	40	,	,	PUNCT
ger-397	82	41	monitoring	monitoring	NOUN
ger-397	82	42	,	,	PUNCT
ger-397	82	43	and	and	CCONJ
ger-397	82	44	learning	learning	NOUN
ger-397	82	45	;	;	PUNCT
ger-397	82	46	and	and	CCONJ
ger-397	82	47	6	6	X
ger-397	82	48	.	.	PUNCT
ger-397	82	49	systems	system	NOUN
ger-397	82	50	,	,	PUNCT
ger-397	82	51	financing	financing	NOUN
ger-397	82	52	,	,	PUNCT
ger-397	82	53	management	management	NOUN
ger-397	82	54	,	,	PUNCT
ger-397	82	55	and	and	CCONJ
ger-397	82	56	leadership	leadership	NOUN
ger-397	82	57	(	(	PUNCT
ger-397	82	58	rossiter	rossiter	NOUN
ger-397	82	59	,	,	PUNCT
ger-397	82	60	2016	2016	NUM
ger-397	82	61	,	,	PUNCT
ger-397	82	62	p.	p.	NOUN
ger-397	82	63	6	6	NUM
ger-397	82	64	)	)	PUNCT
ger-397	82	65	.	.	PUNCT
ger-397	83	1	countries	country	NOUN
ger-397	83	2	with	with	ADP
ger-397	83	3	scarce	scarce	ADJ
ger-397	83	4	education	education	NOUN
ger-397	83	5	resources	resource	NOUN
ger-397	83	6	and	and	CCONJ
ger-397	83	7	limited	limited	ADJ
ger-397	83	8	capacity	capacity	NOUN
ger-397	83	9	struggle	struggle	NOUN
ger-397	83	10	to	to	PART
ger-397	83	11	manage	manage	VERB
ger-397	83	12	all	all	DET
ger-397	83	13	six	six	NUM
ger-397	83	14	of	of	ADP
ger-397	83	15	these	these	DET
ger-397	83	16	elements	element	NOUN
ger-397	83	17	of	of	ADP
ger-397	83	18	quality	quality	NOUN
ger-397	83	19	and	and	CCONJ
ger-397	83	20	have	have	AUX
ger-397	83	21	taken	take	VERB
ger-397	83	22	various	various	ADJ
ger-397	83	23	governance	governance	NOUN
ger-397	83	24	approaches	approach	NOUN
ger-397	83	25	to	to	PART
ger-397	83	26	do	do	VERB
ger-397	83	27	so	so	ADV
ger-397	83	28	(	(	PUNCT
ger-397	83	29	rossiter	rossiter	NOUN
ger-397	83	30	,	,	PUNCT
ger-397	83	31	2016	2016	NUM
ger-397	83	32	)	)	PUNCT
ger-397	83	33	.	.	PUNCT
ger-397	84	1	more	more	ADV
ger-397	84	2	specifically	specifically	ADV
ger-397	84	3	,	,	PUNCT
ger-397	84	4	local	local	ADJ
ger-397	84	5	education	education	NOUN
ger-397	84	6	systems	system	NOUN
ger-397	84	7	often	often	ADV
ger-397	84	8	have	have	AUX
ger-397	84	9	limited	limit	VERB
ger-397	84	10	financial	financial	ADJ
ger-397	84	11	resources	resource	NOUN
ger-397	84	12	and	and	CCONJ
ger-397	84	13	lack	lack	VERB
ger-397	84	14	qualified	qualified	ADJ
ger-397	84	15	technical	technical	ADJ
ger-397	84	16	personnel	personnel	NOUN
ger-397	84	17	to	to	PART
ger-397	84	18	implement	implement	VERB
ger-397	84	19	decentralized	decentralize	VERB
ger-397	84	20	ecde	ecde	ADJ
ger-397	84	21	.	.	PUNCT
ger-397	85	1	utilizing	utilize	VERB
ger-397	85	2	the	the	DET
ger-397	85	3	rossiter	rossiter	NOUN
ger-397	85	4	(	(	PUNCT
ger-397	85	5	2016	2016	NUM
ger-397	85	6	)	)	PUNCT
ger-397	85	7	framework	framework	NOUN
ger-397	85	8	allows	allow	VERB
ger-397	85	9	those	those	PRON
ger-397	85	10	interested	interested	ADJ
ger-397	85	11	in	in	ADP
ger-397	85	12	the	the	DET
ger-397	85	13	impact	impact	NOUN
ger-397	85	14	of	of	ADP
ger-397	85	15	decentralization	decentralization	NOUN
ger-397	85	16	on	on	ADP
ger-397	85	17	education	education	NOUN
ger-397	85	18	quality	quality	NOUN
ger-397	85	19	to	to	PART
ger-397	85	20	examine	examine	VERB
ger-397	85	21	it	it	PRON
ger-397	85	22	systematically	systematically	ADV
ger-397	85	23	.	.	PUNCT
ger-397	86	1	before	before	ADP
ger-397	86	2	discussing	discuss	VERB
ger-397	86	3	the	the	DET
ger-397	86	4	present	present	ADJ
ger-397	86	5	study	study	NOUN
ger-397	86	6	in	in	ADP
ger-397	86	7	kenya	kenya	PROPN
ger-397	86	8	,	,	PUNCT
ger-397	86	9	we	we	PRON
ger-397	86	10	consider	consider	VERB
ger-397	86	11	four	four	NUM
ger-397	86	12	cases	case	NOUN
ger-397	86	13	of	of	ADP
ger-397	86	14	decentralized	decentralized	ADJ
ger-397	86	15	governance	governance	NOUN
ger-397	86	16	of	of	ADP
ger-397	86	17	ecde	ecde	ADJ
ger-397	86	18	systems	system	NOUN
ger-397	86	19	in	in	ADP
ger-397	86	20	the	the	DET
ger-397	86	21	following	follow	VERB
ger-397	86	22	countries	country	NOUN
ger-397	86	23	:	:	PUNCT
ger-397	86	24	ethiopia	ethiopia	PROPN
ger-397	86	25	,	,	PUNCT
ger-397	86	26	china	china	PROPN
ger-397	86	27	,	,	PUNCT
ger-397	86	28	south	south	PROPN
ger-397	86	29	africa	africa	PROPN
ger-397	86	30	,	,	PUNCT
ger-397	86	31	and	and	CCONJ
ger-397	86	32	zimbabwe	zimbabwe	X
ger-397	86	33	.	.	PUNCT
ger-397	86	34	decentralized	decentralize	VERB
ger-397	86	35	management	management	NOUN
ger-397	86	36	of	of	ADP
ger-397	86	37	ecde	ecde	ADJ
ger-397	86	38	investment	investment	NOUN
ger-397	86	39	in	in	ADP
ger-397	86	40	ethiopia	ethiopia	PROPN
ger-397	86	41	the	the	DET
ger-397	86	42	federal	federal	PROPN
ger-397	86	43	democratic	democratic	PROPN
ger-397	86	44	republic	republic	PROPN
ger-397	86	45	of	of	ADP
ger-397	86	46	ethiopia	ethiopia	PROPN
ger-397	86	47	is	be	AUX
ger-397	86	48	a	a	DET
ger-397	86	49	geographically	geographically	ADV
ger-397	86	50	large	large	ADJ
ger-397	86	51	and	and	CCONJ
ger-397	86	52	populous	populous	ADJ
ger-397	86	53	country	country	NOUN
ger-397	86	54	of	of	ADP
ger-397	86	55	more	more	ADJ
ger-397	86	56	than	than	ADP
ger-397	86	57	100	100	NUM
ger-397	86	58	million	million	NUM
ger-397	86	59	people	people	NOUN
ger-397	86	60	,	,	PUNCT
ger-397	86	61	governed	govern	VERB
ger-397	86	62	through	through	ADP
ger-397	86	63	a	a	DET
ger-397	86	64	federal	federal	ADJ
ger-397	86	65	system	system	NOUN
ger-397	86	66	.	.	PUNCT
ger-397	87	1	ethiopia	ethiopia	PROPN
ger-397	87	2	’s	’s	PART
ger-397	87	3	federal	federal	ADJ
ger-397	87	4	government	government	NOUN
ger-397	87	5	develops	develop	VERB
ger-397	87	6	policies	policy	NOUN
ger-397	87	7	while	while	SCONJ
ger-397	87	8	nine	nine	NUM
ger-397	87	9	regional	regional	ADJ
ger-397	87	10	governments	government	NOUN
ger-397	87	11	and	and	CCONJ
ger-397	87	12	two	two	NUM
ger-397	87	13	city	city	NOUN
ger-397	87	14	administrations	administration	NOUN
ger-397	87	15	implement	implement	VERB
ger-397	87	16	them	they	PRON
ger-397	87	17	.	.	PUNCT
ger-397	88	1	funding	fund	VERB
ger-397	88	2	for	for	ADP
ger-397	88	3	the	the	DET
ger-397	88	4	ecde	ecde	ADJ
ger-397	88	5	subsector	subsector	NOUN
ger-397	88	6	is	be	AUX
ger-397	88	7	included	include	VERB
ger-397	88	8	in	in	ADP
ger-397	88	9	a	a	DET
ger-397	88	10	block	block	NOUN
ger-397	88	11	grant	grant	NOUN
ger-397	88	12	to	to	ADP
ger-397	88	13	the	the	DET
ger-397	88	14	regional	regional	ADJ
ger-397	88	15	level	level	NOUN
ger-397	88	16	,	,	PUNCT
ger-397	88	17	and	and	CCONJ
ger-397	88	18	regional	regional	ADJ
ger-397	88	19	governments	government	NOUN
ger-397	88	20	decide	decide	VERB
ger-397	88	21	how	how	SCONJ
ger-397	88	22	to	to	PART
ger-397	88	23	use	use	VERB
ger-397	88	24	that	that	DET
ger-397	88	25	funding	funding	NOUN
ger-397	88	26	in	in	ADP
ger-397	88	27	the	the	DET
ger-397	88	28	context	context	NOUN
ger-397	88	29	of	of	ADP
ger-397	88	30	scarce	scarce	ADJ
ger-397	88	31	resources	resource	NOUN
ger-397	88	32	in	in	ADP
ger-397	88	33	other	other	ADJ
ger-397	88	34	education	education	NOUN
ger-397	88	35	subsectors	subsector	NOUN
ger-397	88	36	.	.	PUNCT
ger-397	89	1	recent	recent	ADJ
ger-397	89	2	research	research	NOUN
ger-397	89	3	has	have	AUX
ger-397	89	4	examined	examine	VERB
ger-397	89	5	the	the	DET
ger-397	89	6	implementation	implementation	NOUN
ger-397	89	7	of	of	ADP
ger-397	89	8	ethiopia	ethiopia	PROPN
ger-397	89	9	’s	’s	PART
ger-397	89	10	decentralized	decentralize	VERB
ger-397	89	11	ecde	ecde	ADJ
ger-397	89	12	policy	policy	NOUN
ger-397	89	13	(	(	PUNCT
ger-397	89	14	woodhead	woodhead	ADJ
ger-397	89	15	,	,	PUNCT
ger-397	89	16	rossiter	rossiter	NOUN
ger-397	89	17	,	,	PUNCT
ger-397	89	18	dawes	dawe	NOUN
ger-397	89	19	,	,	PUNCT
ger-397	89	20	&	&	CCONJ
ger-397	89	21	pankhurst	pankhurst	PROPN
ger-397	89	22	,	,	PUNCT
ger-397	89	23	2017	2017	NUM
ger-397	89	24	)	)	PUNCT
ger-397	89	25	.	.	PUNCT
ger-397	90	1	the	the	DET
ger-397	90	2	national	national	ADJ
ger-397	90	3	-	-	PUNCT
ger-397	90	4	level	level	NOUN
ger-397	90	5	sector	sector	NOUN
ger-397	90	6	plan	plan	NOUN
ger-397	90	7	for	for	ADP
ger-397	90	8	education	education	NOUN
ger-397	90	9	,	,	PUNCT
ger-397	90	10	called	call	VERB
ger-397	90	11	the	the	DET
ger-397	90	12	education	education	NOUN
ger-397	90	13	sector	sector	NOUN
ger-397	90	14	development	development	NOUN
ger-397	90	15	programme	programme	NOUN
ger-397	90	16	(	(	PUNCT
ger-397	90	17	esdp	esdp	NOUN
ger-397	90	18	)	)	PUNCT
ger-397	90	19	v	v	NOUN
ger-397	90	20	(	(	PUNCT
ger-397	90	21	federal	federal	ADJ
ger-397	90	22	ministry	ministry	PROPN
ger-397	90	23	of	of	ADP
ger-397	90	24	education	education	PROPN
ger-397	90	25	,	,	PUNCT
ger-397	90	26	ethiopia	ethiopia	PROPN
ger-397	90	27	,	,	PUNCT
ger-397	90	28	2015	2015	NUM
ger-397	90	29	)	)	PUNCT
ger-397	90	30	has	have	VERB
ger-397	90	31	ambitious	ambitious	ADJ
ger-397	90	32	objectives	objective	NOUN
ger-397	90	33	for	for	ADP
ger-397	90	34	expanding	expand	VERB
ger-397	90	35	access	access	NOUN
ger-397	90	36	to	to	ADP
ger-397	90	37	preprimary	preprimary	NOUN
ger-397	90	38	education	education	NOUN
ger-397	90	39	(	(	PUNCT
ger-397	90	40	called	call	VERB
ger-397	90	41	“	"	PUNCT
ger-397	90	42	o	o	NOUN
ger-397	90	43	class	class	NOUN
ger-397	90	44	”	"	PUNCT
ger-397	90	45	)	)	PUNCT
ger-397	90	46	.	.	PUNCT
ger-397	91	1	the	the	DET
ger-397	91	2	plan	plan	NOUN
ger-397	91	3	calls	call	VERB
ger-397	91	4	for	for	ADP
ger-397	91	5	ecde	ecde	ADJ
ger-397	91	6	enrollment	enrollment	NOUN
ger-397	91	7	of	of	ADP
ger-397	91	8	4to	4to	ADJ
ger-397	91	9	6	6	NUM
ger-397	91	10	-	-	PUNCT
ger-397	91	11	yearolds	yearold	NOUN
ger-397	91	12	to	to	PART
ger-397	91	13	increase	increase	VERB
ger-397	91	14	from	from	ADP
ger-397	91	15	35	35	NUM
ger-397	91	16	%	%	NOUN
ger-397	91	17	of	of	ADP
ger-397	91	18	the	the	DET
ger-397	91	19	eligible	eligible	ADJ
ger-397	91	20	population	population	NOUN
ger-397	91	21	in	in	ADP
ger-397	91	22	2015	2015	NUM
ger-397	91	23	to	to	PART
ger-397	91	24	80	80	NUM
ger-397	91	25	%	%	NOUN
ger-397	91	26	by	by	ADP
ger-397	91	27	2020	2020	NUM
ger-397	91	28	.	.	PUNCT
ger-397	92	1	given	give	VERB
ger-397	92	2	ethiopia	ethiopia	PROPN
ger-397	92	3	’s	’s	PART
ger-397	92	4	decentralized	decentralize	VERB
ger-397	92	5	governance	governance	NOUN
ger-397	92	6	structure	structure	NOUN
ger-397	92	7	,	,	PUNCT
ger-397	92	8	the	the	DET
ger-397	92	9	esdp	esdp	NOUN
ger-397	92	10	v	v	NOUN
ger-397	92	11	does	do	AUX
ger-397	92	12	not	not	PART
ger-397	92	13	give	give	VERB
ger-397	92	14	detailed	detailed	ADJ
ger-397	92	15	instructions	instruction	NOUN
ger-397	92	16	on	on	ADP
ger-397	92	17	how	how	SCONJ
ger-397	92	18	to	to	PART
ger-397	92	19	achieve	achieve	VERB
ger-397	92	20	those	those	DET
ger-397	92	21	objectives	objective	NOUN
ger-397	92	22	to	to	ADP
ger-397	92	23	the	the	DET
ger-397	92	24	regional	regional	ADJ
ger-397	92	25	state	state	NOUN
ger-397	92	26	education	education	PROPN
ger-397	92	27	bureaus	bureaus	PROPN
ger-397	92	28	(	(	PUNCT
ger-397	92	29	rsebs	rsebs	NOUN
ger-397	92	30	)	)	PUNCT
ger-397	92	31	that	that	PRON
ger-397	92	32	implement	implement	VERB
ger-397	92	33	the	the	DET
ger-397	92	34	policy	policy	NOUN
ger-397	92	35	.	.	PUNCT
ger-397	93	1	the	the	DET
ger-397	93	2	lack	lack	NOUN
ger-397	93	3	of	of	ADP
ger-397	93	4	detailed	detailed	ADJ
ger-397	93	5	implementation	implementation	NOUN
ger-397	93	6	guidance	guidance	NOUN
ger-397	93	7	makes	make	VERB
ger-397	93	8	sense	sense	NOUN
ger-397	93	9	given	give	VERB
ger-397	93	10	the	the	DET
ger-397	93	11	wide	wide	ADJ
ger-397	93	12	range	range	NOUN
ger-397	93	13	of	of	ADP
ger-397	93	14	regional	regional	ADJ
ger-397	93	15	structures	structure	NOUN
ger-397	93	16	in	in	ADP
ger-397	93	17	ethiopia	ethiopia	PROPN
ger-397	93	18	;	;	PUNCT
ger-397	93	19	for	for	ADP
ger-397	93	20	example	example	NOUN
ger-397	93	21	,	,	PUNCT
ger-397	93	22	oromia	oromia	ADJ
ger-397	93	23	region	region	NOUN
ger-397	93	24	alone	alone	ADV
ger-397	93	25	is	be	AUX
ger-397	93	26	geographically	geographically	ADV
ger-397	93	27	larger	large	ADJ
ger-397	93	28	than	than	ADP
ger-397	93	29	many	many	ADJ
ger-397	93	30	entire	entire	ADJ
ger-397	93	31	sub	sub	ADJ
ger-397	93	32	-	-	ADJ
ger-397	93	33	saharan	saharan	ADJ
ger-397	93	34	african	african	ADJ
ger-397	93	35	countries	country	NOUN
ger-397	93	36	,	,	PUNCT
ger-397	93	37	while	while	SCONJ
ger-397	93	38	harari	harari	ADJ
ger-397	93	39	region	region	NOUN
ger-397	93	40	encompasses	encompass	VERB
ger-397	93	41	not	not	PART
ger-397	93	42	much	much	ADV
ger-397	93	43	more	more	ADJ
ger-397	93	44	than	than	ADP
ger-397	93	45	the	the	DET
ger-397	93	46	town	town	NOUN
ger-397	93	47	of	of	ADP
ger-397	93	48	harari	harari	PROPN
ger-397	93	49	itself	itself	PRON
ger-397	93	50	.	.	PUNCT
ger-397	94	1	woodhead	woodhead	NOUN
ger-397	94	2	and	and	CCONJ
ger-397	94	3	colleagues	colleague	NOUN
ger-397	94	4	(	(	PUNCT
ger-397	94	5	2017	2017	NUM
ger-397	94	6	)	)	PUNCT
ger-397	94	7	concluded	conclude	VERB
ger-397	94	8	that	that	SCONJ
ger-397	94	9	the	the	DET
ger-397	94	10	key	key	ADJ
ger-397	94	11	factors	factor	NOUN
ger-397	94	12	influencing	influence	VERB
ger-397	94	13	rsebs	rsebs	NOUN
ger-397	94	14	’	'	PUNCT
ger-397	94	15	ability	ability	NOUN
ger-397	94	16	to	to	PART
ger-397	94	17	operationalize	operationalize	VERB
ger-397	94	18	the	the	DET
ger-397	94	19	guidance	guidance	NOUN
ger-397	94	20	from	from	ADP
ger-397	94	21	the	the	DET
ger-397	94	22	national	national	ADJ
ger-397	94	23	sector	sector	NOUN
ger-397	94	24	plan	plan	NOUN
ger-397	94	25	depended	depend	VERB
ger-397	94	26	on	on	ADP
ger-397	94	27	(	(	PUNCT
ger-397	94	28	a	a	X
ger-397	94	29	)	)	PUNCT
ger-397	94	30	their	their	PRON
ger-397	94	31	preparedness	preparedness	NOUN
ger-397	94	32	to	to	PART
ger-397	94	33	deliver	deliver	VERB
ger-397	94	34	ecde	ecde	ADJ
ger-397	94	35	(	(	PUNCT
ger-397	94	36	i.e.	i.e.	X
ger-397	94	37	,	,	PUNCT
ger-397	94	38	their	their	PRON
ger-397	94	39	skills	skill	NOUN
ger-397	94	40	,	,	PUNCT
ger-397	94	41	training	training	NOUN
ger-397	94	42	,	,	PUNCT
ger-397	94	43	attitudes	attitude	NOUN
ger-397	94	44	,	,	PUNCT
ger-397	94	45	and	and	CCONJ
ger-397	94	46	support	support	NOUN
ger-397	94	47	from	from	ADP
ger-397	94	48	the	the	DET
ger-397	94	49	educational	educational	ADJ
ger-397	94	50	apparatus	apparatus	NOUN
ger-397	94	51	above	above	ADV
ger-397	94	52	)	)	PUNCT
ger-397	94	53	;	;	PUNCT
ger-397	94	54	(	(	PUNCT
ger-397	94	55	b	b	X
ger-397	94	56	)	)	PUNCT
ger-397	94	57	their	their	PRON
ger-397	94	58	past	past	NOUN
ger-397	94	59	,	,	PUNCT
ger-397	94	60	present	present	ADJ
ger-397	94	61	,	,	PUNCT
ger-397	94	62	and	and	CCONJ
ger-397	94	63	future	future	ADJ
ger-397	94	64	plans	plan	NOUN
ger-397	94	65	for	for	ADP
ger-397	94	66	ecde	ecde	ADJ
ger-397	94	67	;	;	PUNCT
ger-397	94	68	(	(	PUNCT
ger-397	94	69	c	c	X
ger-397	94	70	)	)	PUNCT
ger-397	94	71	their	their	PRON
ger-397	94	72	training	training	NOUN
ger-397	94	73	,	,	PUNCT
ger-397	94	74	deployment	deployment	NOUN
ger-397	94	75	,	,	PUNCT
ger-397	94	76	remuneration	remuneration	NOUN
ger-397	94	77	,	,	PUNCT
ger-397	94	78	and	and	CCONJ
ger-397	94	79	supervision	supervision	NOUN
ger-397	94	80	processes	process	NOUN
ger-397	94	81	for	for	ADP
ger-397	94	82	ecde	ecde	ADJ
ger-397	94	83	teachers	teacher	NOUN
ger-397	94	84	;	;	PUNCT
ger-397	94	85	and	and	CCONJ
ger-397	94	86	(	(	PUNCT
ger-397	94	87	d	d	X
ger-397	94	88	)	)	PUNCT
ger-397	94	89	the	the	DET
ger-397	94	90	available	available	ADJ
ger-397	94	91	standards	standard	NOUN
ger-397	94	92	and	and	CCONJ
ger-397	94	93	current	current	ADJ
ger-397	94	94	scaling	scaling	NOUN
ger-397	94	95	up	up	ADP
ger-397	94	96	early	early	ADJ
ger-397	94	97	childhood	childhood	NOUN
ger-397	94	98	development	development	NOUN
ger-397	94	99	and	and	CCONJ
ger-397	94	100	education	education	NOUN
ger-397	94	101	51	51	NUM
ger-397	94	102	resourcing	resourcing	NOUN
ger-397	94	103	levels	level	NOUN
ger-397	94	104	available	available	ADJ
ger-397	94	105	for	for	ADP
ger-397	94	106	ecde	ecde	ADJ
ger-397	94	107	classrooms	classroom	NOUN
ger-397	94	108	,	,	PUNCT
ger-397	94	109	which	which	PRON
ger-397	94	110	in	in	ADP
ger-397	94	111	turn	turn	NOUN
ger-397	94	112	depend	depend	VERB
ger-397	94	113	on	on	ADP
ger-397	94	114	the	the	DET
ger-397	94	115	regional	regional	ADJ
ger-397	94	116	allocations	allocation	NOUN
ger-397	94	117	of	of	ADP
ger-397	94	118	the	the	DET
ger-397	94	119	block	block	NOUN
ger-397	94	120	grant	grant	NOUN
ger-397	94	121	funding	funding	NOUN
ger-397	94	122	.	.	PUNCT
ger-397	95	1	they	they	PRON
ger-397	95	2	also	also	ADV
ger-397	95	3	noted	note	VERB
ger-397	95	4	that	that	SCONJ
ger-397	95	5	all	all	DET
ger-397	95	6	rsebs	rsebs	NOUN
ger-397	95	7	faced	face	VERB
ger-397	95	8	the	the	DET
ger-397	95	9	same	same	ADJ
ger-397	95	10	constraints	constraint	NOUN
ger-397	95	11	:	:	PUNCT
ger-397	95	12	no	no	DET
ger-397	95	13	budget	budget	NOUN
ger-397	95	14	initially	initially	ADV
ger-397	95	15	allocated	allocate	VERB
ger-397	95	16	for	for	ADP
ger-397	95	17	ecde	ecde	ADJ
ger-397	95	18	services	service	NOUN
ger-397	95	19	,	,	PUNCT
ger-397	95	20	shortage	shortage	NOUN
ger-397	95	21	of	of	ADP
ger-397	95	22	qualified	qualified	ADJ
ger-397	95	23	personnel	personnel	NOUN
ger-397	95	24	,	,	PUNCT
ger-397	95	25	little	little	ADJ
ger-397	95	26	federal	federal	ADJ
ger-397	95	27	guidance	guidance	NOUN
ger-397	95	28	on	on	ADP
ger-397	95	29	implementation	implementation	NOUN
ger-397	95	30	standards	standard	NOUN
ger-397	95	31	,	,	PUNCT
ger-397	95	32	modest	modest	ADJ
ger-397	95	33	financial	financial	ADJ
ger-397	95	34	and	and	CCONJ
ger-397	95	35	human	human	ADJ
ger-397	95	36	resources	resource	NOUN
ger-397	95	37	available	available	ADJ
ger-397	95	38	for	for	ADP
ger-397	95	39	monitoring	monitoring	NOUN
ger-397	95	40	and	and	CCONJ
ger-397	95	41	supervision	supervision	NOUN
ger-397	95	42	of	of	ADP
ger-397	95	43	ecde	ecde	ADJ
ger-397	95	44	quality	quality	NOUN
ger-397	95	45	,	,	PUNCT
ger-397	95	46	and	and	CCONJ
ger-397	95	47	a	a	DET
ger-397	95	48	scarcity	scarcity	NOUN
ger-397	95	49	of	of	ADP
ger-397	95	50	trained	train	VERB
ger-397	95	51	teachers	teacher	NOUN
ger-397	95	52	available	available	ADJ
ger-397	95	53	to	to	PART
ger-397	95	54	teach	teach	VERB
ger-397	95	55	o	o	PROPN
ger-397	95	56	class	class	NOUN
ger-397	95	57	,	,	PUNCT
ger-397	95	58	particularly	particularly	ADV
ger-397	95	59	in	in	ADP
ger-397	95	60	the	the	DET
ger-397	95	61	more	more	ADV
ger-397	95	62	remote	remote	ADJ
ger-397	95	63	regions	region	NOUN
ger-397	95	64	.	.	PUNCT
ger-397	96	1	as	as	SCONJ
ger-397	96	2	the	the	DET
ger-397	96	3	1994	1994	NUM
ger-397	96	4	education	education	NOUN
ger-397	96	5	and	and	CCONJ
ger-397	96	6	training	training	NOUN
ger-397	96	7	policy	policy	NOUN
ger-397	96	8	(	(	PUNCT
ger-397	96	9	federal	federal	PROPN
ger-397	96	10	democratic	democratic	PROPN
ger-397	96	11	republic	republic	PROPN
ger-397	96	12	of	of	ADP
ger-397	96	13	ethiopia	ethiopia	PROPN
ger-397	96	14	,	,	PUNCT
ger-397	96	15	1994	1994	NUM
ger-397	96	16	)	)	PUNCT
ger-397	96	17	suggested	suggest	VERB
ger-397	96	18	,	,	PUNCT
ger-397	96	19	and	and	CCONJ
ger-397	96	20	as	as	SCONJ
ger-397	96	21	is	be	AUX
ger-397	96	22	the	the	DET
ger-397	96	23	case	case	NOUN
ger-397	96	24	in	in	ADP
ger-397	96	25	any	any	DET
ger-397	96	26	truly	truly	ADV
ger-397	96	27	decentralized	decentralize	VERB
ger-397	96	28	system	system	NOUN
ger-397	96	29	,	,	PUNCT
ger-397	96	30	each	each	DET
ger-397	96	31	rseb	rseb	NOUN
ger-397	96	32	responded	respond	VERB
ger-397	96	33	to	to	ADP
ger-397	96	34	the	the	DET
ger-397	96	35	challenges	challenge	NOUN
ger-397	96	36	differently	differently	ADV
ger-397	96	37	,	,	PUNCT
ger-397	96	38	with	with	ADP
ger-397	96	39	some	some	DET
ger-397	96	40	creative	creative	ADJ
ger-397	96	41	solutions	solution	NOUN
ger-397	96	42	.	.	PUNCT
ger-397	97	1	these	these	PRON
ger-397	97	2	included	include	VERB
ger-397	97	3	drawing	draw	VERB
ger-397	97	4	upon	upon	SCONJ
ger-397	97	5	community	community	NOUN
ger-397	97	6	resources	resource	NOUN
ger-397	97	7	to	to	PART
ger-397	97	8	construct	construct	VERB
ger-397	97	9	ecde	ecde	ADJ
ger-397	97	10	classrooms	classroom	NOUN
ger-397	97	11	;	;	PUNCT
ger-397	97	12	supervising	supervise	VERB
ger-397	97	13	private	private	ADJ
ger-397	97	14	providers	provider	NOUN
ger-397	97	15	,	,	PUNCT
ger-397	97	16	who	who	PRON
ger-397	97	17	served	serve	VERB
ger-397	97	18	large	large	ADJ
ger-397	97	19	populations	population	NOUN
ger-397	97	20	in	in	ADP
ger-397	97	21	some	some	DET
ger-397	97	22	regions	region	NOUN
ger-397	97	23	;	;	PUNCT
ger-397	97	24	developing	develop	VERB
ger-397	97	25	low	low	ADJ
ger-397	97	26	-	-	PUNCT
ger-397	97	27	cost	cost	NOUN
ger-397	97	28	teacher	teacher	NOUN
ger-397	97	29	training	training	NOUN
ger-397	97	30	plans	plan	NOUN
ger-397	97	31	in	in	ADP
ger-397	97	32	the	the	DET
ger-397	97	33	context	context	NOUN
ger-397	97	34	of	of	ADP
ger-397	97	35	scarce	scarce	ADJ
ger-397	97	36	resources	resource	NOUN
ger-397	97	37	for	for	ADP
ger-397	97	38	expensive	expensive	ADJ
ger-397	97	39	trainings	training	NOUN
ger-397	97	40	;	;	PUNCT
ger-397	97	41	building	build	VERB
ger-397	97	42	stand	stand	NOUN
ger-397	97	43	-	-	PUNCT
ger-397	97	44	alone	alone	ADJ
ger-397	97	45	o	o	ADJ
ger-397	97	46	-	-	ADJ
ger-397	97	47	class	class	NOUN
ger-397	97	48	facilities	facility	NOUN
ger-397	97	49	alongside	alongside	ADP
ger-397	97	50	existing	exist	VERB
ger-397	97	51	primary	primary	ADJ
ger-397	97	52	schools	school	NOUN
ger-397	97	53	;	;	PUNCT
ger-397	97	54	and	and	CCONJ
ger-397	97	55	specifically	specifically	ADV
ger-397	97	56	targeting	target	VERB
ger-397	97	57	indigenous	indigenous	ADJ
ger-397	97	58	groups	group	NOUN
ger-397	97	59	and	and	CCONJ
ger-397	97	60	girls	girl	NOUN
ger-397	97	61	,	,	PUNCT
ger-397	97	62	who	who	PRON
ger-397	97	63	were	be	AUX
ger-397	97	64	previously	previously	ADV
ger-397	97	65	less	less	ADV
ger-397	97	66	likely	likely	ADJ
ger-397	97	67	to	to	PART
ger-397	97	68	enroll	enroll	VERB
ger-397	97	69	(	(	PUNCT
ger-397	97	70	woodhead	woodhead	PROPN
ger-397	97	71	et	et	PROPN
ger-397	97	72	al	al	PROPN
ger-397	97	73	.	.	PROPN
ger-397	97	74	,	,	PUNCT
ger-397	97	75	2017	2017	NUM
ger-397	97	76	)	)	PUNCT
ger-397	97	77	.	.	PUNCT
ger-397	98	1	these	these	DET
ger-397	98	2	regionally	regionally	ADV
ger-397	98	3	developed	developed	ADJ
ger-397	98	4	and	and	CCONJ
ger-397	98	5	specific	specific	ADJ
ger-397	98	6	solutions	solution	NOUN
ger-397	98	7	were	be	AUX
ger-397	98	8	uniquely	uniquely	ADV
ger-397	98	9	implemented	implement	VERB
ger-397	98	10	across	across	ADP
ger-397	98	11	the	the	DET
ger-397	98	12	country	country	NOUN
ger-397	98	13	.	.	PUNCT
ger-397	99	1	as	as	ADP
ger-397	99	2	of	of	ADP
ger-397	99	3	early	early	ADJ
ger-397	99	4	2018	2018	NUM
ger-397	99	5	,	,	PUNCT
ger-397	99	6	it	it	PRON
ger-397	99	7	is	be	AUX
ger-397	99	8	still	still	ADV
ger-397	99	9	too	too	ADV
ger-397	99	10	soon	soon	ADV
ger-397	99	11	to	to	PART
ger-397	99	12	measure	measure	VERB
ger-397	99	13	the	the	DET
ger-397	99	14	impacts	impact	NOUN
ger-397	99	15	of	of	ADP
ger-397	99	16	these	these	DET
ger-397	99	17	varied	varied	ADJ
ger-397	99	18	solutions	solution	NOUN
ger-397	99	19	for	for	ADP
ger-397	99	20	specific	specific	ADJ
ger-397	99	21	regional	regional	ADJ
ger-397	99	22	problems	problem	NOUN
ger-397	99	23	.	.	PUNCT
ger-397	100	1	nonetheless	nonetheless	ADV
ger-397	100	2	,	,	PUNCT
ger-397	100	3	understanding	understand	VERB
ger-397	100	4	the	the	DET
ger-397	100	5	effectiveness	effectiveness	NOUN
ger-397	100	6	of	of	ADP
ger-397	100	7	the	the	DET
ger-397	100	8	solutions	solution	NOUN
ger-397	100	9	developed	develop	VERB
ger-397	100	10	by	by	ADP
ger-397	100	11	these	these	DET
ger-397	100	12	decentralized	decentralize	VERB
ger-397	100	13	actors	actor	NOUN
ger-397	100	14	will	will	AUX
ger-397	100	15	be	be	AUX
ger-397	100	16	essential	essential	ADJ
ger-397	100	17	for	for	ADP
ger-397	100	18	ethiopia	ethiopia	PROPN
ger-397	100	19	’s	’s	PART
ger-397	100	20	improved	improve	VERB
ger-397	100	21	ecde	ecde	ADJ
ger-397	100	22	provision	provision	NOUN
ger-397	100	23	,	,	PUNCT
ger-397	100	24	as	as	ADV
ger-397	100	25	well	well	ADV
ger-397	100	26	as	as	ADP
ger-397	100	27	for	for	ADP
ger-397	100	28	other	other	ADJ
ger-397	100	29	countries	country	NOUN
ger-397	100	30	learning	learn	VERB
ger-397	100	31	from	from	ADP
ger-397	100	32	ethiopia	ethiopia	PROPN
ger-397	100	33	’s	’s	PART
ger-397	100	34	experience	experience	NOUN
ger-397	100	35	.	.	PUNCT
ger-397	101	1	decentralized	decentralize	VERB
ger-397	101	2	management	management	NOUN
ger-397	101	3	of	of	ADP
ger-397	101	4	ecde	ecde	ADJ
ger-397	101	5	in	in	ADP
ger-397	101	6	china	china	PROPN
ger-397	101	7	china	china	PROPN
ger-397	101	8	faces	face	VERB
ger-397	101	9	challenges	challenge	NOUN
ger-397	101	10	similar	similar	ADJ
ger-397	101	11	to	to	ADP
ger-397	101	12	ethiopia	ethiopia	PROPN
ger-397	101	13	’s	’s	PART
ger-397	101	14	in	in	ADP
ger-397	101	15	terms	term	NOUN
ger-397	101	16	of	of	ADP
ger-397	101	17	inequitable	inequitable	ADJ
ger-397	101	18	access	access	NOUN
ger-397	101	19	to	to	ADP
ger-397	101	20	ecde	ecde	ADJ
ger-397	101	21	services	service	NOUN
ger-397	101	22	and	and	CCONJ
ger-397	101	23	variable	variable	ADJ
ger-397	101	24	ecde	ecde	ADJ
ger-397	101	25	quality	quality	NOUN
ger-397	101	26	throughout	throughout	ADP
ger-397	101	27	the	the	DET
ger-397	101	28	country	country	NOUN
ger-397	101	29	.	.	PUNCT
ger-397	102	1	in	in	ADP
ger-397	102	2	china	china	PROPN
ger-397	102	3	,	,	PUNCT
ger-397	102	4	local	local	ADJ
ger-397	102	5	governments	government	NOUN
ger-397	102	6	are	be	AUX
ger-397	102	7	responsible	responsible	ADJ
ger-397	102	8	for	for	ADP
ger-397	102	9	funding	funding	NOUN
ger-397	102	10	and	and	CCONJ
ger-397	102	11	managing	manage	VERB
ger-397	102	12	preprimary	preprimary	NOUN
ger-397	102	13	education	education	NOUN
ger-397	102	14	.	.	PUNCT
ger-397	103	1	this	this	DET
ger-397	103	2	decentralized	decentralize	VERB
ger-397	103	3	system	system	NOUN
ger-397	103	4	of	of	ADP
ger-397	103	5	finance	finance	NOUN
ger-397	103	6	has	have	AUX
ger-397	103	7	allocated	allocate	VERB
ger-397	103	8	the	the	DET
ger-397	103	9	heaviest	heavy	ADJ
ger-397	103	10	financial	financial	ADJ
ger-397	103	11	burdens	burden	NOUN
ger-397	103	12	to	to	ADP
ger-397	103	13	the	the	DET
ger-397	103	14	lowest	low	ADJ
ger-397	103	15	levels	level	NOUN
ger-397	103	16	of	of	ADP
ger-397	103	17	government	government	NOUN
ger-397	103	18	,	,	PUNCT
ger-397	103	19	particularly	particularly	ADV
ger-397	103	20	county	county	NOUN
ger-397	103	21	governments	government	NOUN
ger-397	103	22	in	in	ADP
ger-397	103	23	rural	rural	ADJ
ger-397	103	24	areas	area	NOUN
ger-397	103	25	,	,	PUNCT
ger-397	103	26	and	and	CCONJ
ger-397	103	27	district	district	NOUN
ger-397	103	28	government	government	NOUN
ger-397	103	29	in	in	ADP
ger-397	103	30	municipalities	municipality	NOUN
ger-397	103	31	(	(	PUNCT
ger-397	103	32	wu	wu	PROPN
ger-397	103	33	,	,	PUNCT
ger-397	103	34	young	young	ADJ
ger-397	103	35	,	,	PUNCT
ger-397	103	36	&	&	CCONJ
ger-397	103	37	cai	cai	PROPN
ger-397	103	38	,	,	PUNCT
ger-397	103	39	2012	2012	NUM
ger-397	103	40	)	)	PUNCT
ger-397	103	41	,	,	PUNCT
ger-397	103	42	which	which	PRON
ger-397	103	43	have	have	VERB
ger-397	103	44	the	the	DET
ger-397	103	45	fewest	few	ADJ
ger-397	103	46	available	available	ADJ
ger-397	103	47	resources	resource	NOUN
ger-397	103	48	to	to	PART
ger-397	103	49	pay	pay	VERB
ger-397	103	50	for	for	ADP
ger-397	103	51	quality	quality	NOUN
ger-397	103	52	ecde	ecde	ADJ
ger-397	103	53	(	(	PUNCT
ger-397	103	54	zhou	zhou	X
ger-397	103	55	,	,	PUNCT
ger-397	103	56	sun	sun	PROPN
ger-397	103	57	,	,	PUNCT
ger-397	103	58	&	&	CCONJ
ger-397	103	59	lee	lee	PROPN
ger-397	103	60	,	,	PUNCT
ger-397	103	61	2017	2017	NUM
ger-397	103	62	)	)	PUNCT
ger-397	103	63	.	.	PUNCT
ger-397	104	1	china	china	PROPN
ger-397	104	2	’s	’s	PART
ger-397	104	3	dependence	dependence	NOUN
ger-397	104	4	on	on	ADP
ger-397	104	5	local	local	ADJ
ger-397	104	6	(	(	PUNCT
ger-397	104	7	municipal	municipal	ADJ
ger-397	104	8	or	or	CCONJ
ger-397	104	9	provincial	provincial	ADJ
ger-397	104	10	)	)	PUNCT
ger-397	104	11	resources	resource	NOUN
ger-397	104	12	for	for	ADP
ger-397	104	13	ecde	ecde	ADJ
ger-397	104	14	provision	provision	NOUN
ger-397	104	15	has	have	AUX
ger-397	104	16	led	lead	VERB
ger-397	104	17	to	to	ADP
ger-397	104	18	worsening	worsen	VERB
ger-397	104	19	regional	regional	ADJ
ger-397	104	20	disparities	disparity	NOUN
ger-397	104	21	in	in	ADP
ger-397	104	22	both	both	CCONJ
ger-397	104	23	access	access	NOUN
ger-397	104	24	and	and	CCONJ
ger-397	104	25	quality	quality	NOUN
ger-397	104	26	.	.	PUNCT
ger-397	105	1	for	for	ADP
ger-397	105	2	example	example	NOUN
ger-397	105	3	,	,	PUNCT
ger-397	105	4	in	in	ADP
ger-397	105	5	shanghai	shanghai	PROPN
ger-397	105	6	,	,	PUNCT
ger-397	105	7	the	the	DET
ger-397	105	8	municipal	municipal	ADJ
ger-397	105	9	government	government	NOUN
ger-397	105	10	allocated	allocate	VERB
ger-397	105	11	nearly	nearly	ADV
ger-397	105	12	8	8	NUM
ger-397	105	13	%	%	NOUN
ger-397	105	14	of	of	ADP
ger-397	105	15	its	its	PRON
ger-397	105	16	education	education	NOUN
ger-397	105	17	budget	budget	NOUN
ger-397	105	18	to	to	ADP
ger-397	105	19	the	the	DET
ger-397	105	20	preprimary	preprimary	NOUN
ger-397	105	21	level	level	NOUN
ger-397	105	22	,	,	PUNCT
ger-397	105	23	which	which	PRON
ger-397	105	24	reached	reach	VERB
ger-397	105	25	an	an	DET
ger-397	105	26	enrollment	enrollment	NOUN
ger-397	105	27	rate	rate	NOUN
ger-397	105	28	of	of	ADP
ger-397	105	29	98	98	NUM
ger-397	105	30	%	%	NOUN
ger-397	105	31	of	of	ADP
ger-397	105	32	3to	3to	ADJ
ger-397	105	33	6year	6year	NUM
ger-397	105	34	-	-	PUNCT
ger-397	105	35	old	old	ADJ
ger-397	105	36	children	child	NOUN
ger-397	105	37	(	(	PUNCT
ger-397	105	38	feng	feng	PROPN
ger-397	105	39	,	,	PUNCT
ger-397	105	40	2017	2017	NUM
ger-397	105	41	)	)	PUNCT
ger-397	105	42	.	.	PUNCT
ger-397	106	1	however	however	ADV
ger-397	106	2	,	,	PUNCT
ger-397	106	3	poorer	poor	ADJ
ger-397	106	4	and	and	CCONJ
ger-397	106	5	more	more	ADV
ger-397	106	6	rural	rural	ADJ
ger-397	106	7	regions	region	NOUN
ger-397	106	8	and	and	CCONJ
ger-397	106	9	municipalities	municipality	NOUN
ger-397	106	10	,	,	PUNCT
ger-397	106	11	such	such	ADJ
ger-397	106	12	as	as	ADP
ger-397	106	13	zhejiang	zhejiang	PROPN
ger-397	106	14	,	,	PUNCT
ger-397	106	15	devoted	devote	VERB
ger-397	106	16	much	much	ADV
ger-397	106	17	less	less	ADJ
ger-397	106	18	of	of	ADP
ger-397	106	19	their	their	PRON
ger-397	106	20	public	public	ADJ
ger-397	106	21	funds	fund	NOUN
ger-397	106	22	to	to	ADP
ger-397	106	23	preprimary	preprimary	NOUN
ger-397	106	24	education	education	NOUN
ger-397	106	25	,	,	PUNCT
ger-397	106	26	and	and	CCONJ
ger-397	106	27	,	,	PUNCT
ger-397	106	28	as	as	ADP
ger-397	106	29	a	a	DET
ger-397	106	30	result	result	NOUN
ger-397	106	31	,	,	PUNCT
ger-397	106	32	80	80	NUM
ger-397	106	33	%	%	NOUN
ger-397	106	34	of	of	ADP
ger-397	106	35	services	service	NOUN
ger-397	106	36	came	come	VERB
ger-397	106	37	from	from	ADP
ger-397	106	38	private	private	ADJ
ger-397	106	39	,	,	PUNCT
ger-397	106	40	fee	fee	NOUN
ger-397	106	41	-	-	PUNCT
ger-397	106	42	bearing	bear	VERB
ger-397	106	43	kindergartens	kindergarten	NOUN
ger-397	106	44	,	,	PUNCT
ger-397	106	45	which	which	PRON
ger-397	106	46	placed	place	VERB
ger-397	106	47	lower	low	ADJ
ger-397	106	48	-	-	PUNCT
ger-397	106	49	income	income	NOUN
ger-397	106	50	families	family	NOUN
ger-397	106	51	at	at	ADP
ger-397	106	52	a	a	DET
ger-397	106	53	disadvantage	disadvantage	NOUN
ger-397	106	54	(	(	PUNCT
ger-397	106	55	feng	feng	NOUN
ger-397	106	56	,	,	PUNCT
ger-397	106	57	2017	2017	NUM
ger-397	106	58	)	)	PUNCT
ger-397	106	59	.	.	PUNCT
ger-397	107	1	feng	feng	PROPN
ger-397	107	2	(	(	PUNCT
ger-397	107	3	2017	2017	NUM
ger-397	107	4	)	)	PUNCT
ger-397	107	5	also	also	ADV
ger-397	107	6	argued	argue	VERB
ger-397	107	7	that	that	SCONJ
ger-397	107	8	,	,	PUNCT
ger-397	107	9	in	in	ADP
ger-397	107	10	china	china	PROPN
ger-397	107	11	,	,	PUNCT
ger-397	107	12	with	with	ADP
ger-397	107	13	the	the	DET
ger-397	107	14	devolution	devolution	NOUN
ger-397	107	15	of	of	ADP
ger-397	107	16	responsibility	responsibility	NOUN
ger-397	107	17	to	to	ADP
ger-397	107	18	provincial	provincial	ADJ
ger-397	107	19	governments	government	NOUN
ger-397	107	20	,	,	PUNCT
ger-397	107	21	the	the	DET
ger-397	107	22	central	central	ADJ
ger-397	107	23	government	government	NOUN
ger-397	107	24	did	do	AUX
ger-397	107	25	not	not	PART
ger-397	107	26	exert	exert	VERB
ger-397	107	27	sufficient	sufficient	ADJ
ger-397	107	28	control	control	NOUN
ger-397	107	29	in	in	ADP
ger-397	107	30	terms	term	NOUN
ger-397	107	31	of	of	ADP
ger-397	107	32	regulating	regulate	VERB
ger-397	107	33	the	the	DET
ger-397	107	34	development	development	NOUN
ger-397	107	35	of	of	ADP
ger-397	107	36	preschool	preschool	ADJ
ger-397	107	37	education	education	NOUN
ger-397	107	38	across	across	ADP
ger-397	107	39	provinces	province	NOUN
ger-397	107	40	,	,	PUNCT
ger-397	107	41	among	among	ADP
ger-397	107	42	different	different	ADJ
ger-397	107	43	regions	region	NOUN
ger-397	107	44	in	in	ADP
ger-397	107	45	a	a	DET
ger-397	107	46	province	province	NOUN
ger-397	107	47	,	,	PUNCT
ger-397	107	48	and	and	CCONJ
ger-397	107	49	between	between	ADP
ger-397	107	50	urban	urban	ADJ
ger-397	107	51	and	and	CCONJ
ger-397	107	52	rural	rural	ADJ
ger-397	107	53	areas	area	NOUN
ger-397	107	54	.	.	PUNCT
ger-397	108	1	the	the	DET
ger-397	108	2	chinese	chinese	ADJ
ger-397	108	3	and	and	CCONJ
ger-397	108	4	ethiopian	ethiopian	ADJ
ger-397	108	5	examples	example	NOUN
ger-397	108	6	show	show	VERB
ger-397	108	7	that	that	SCONJ
ger-397	108	8	decentralization	decentralization	NOUN
ger-397	108	9	can	can	AUX
ger-397	108	10	have	have	VERB
ger-397	108	11	positive	positive	ADJ
ger-397	108	12	and	and	CCONJ
ger-397	108	13	negative	negative	ADJ
ger-397	108	14	effects	effect	NOUN
ger-397	108	15	.	.	PUNCT
ger-397	109	1	on	on	ADP
ger-397	109	2	the	the	DET
ger-397	109	3	one	one	NUM
ger-397	109	4	hand	hand	NOUN
ger-397	109	5	,	,	PUNCT
ger-397	109	6	local	local	ADJ
ger-397	109	7	governments	government	NOUN
ger-397	109	8	can	can	AUX
ger-397	109	9	seize	seize	VERB
ger-397	109	10	the	the	DET
ger-397	109	11	opportunity	opportunity	NOUN
ger-397	109	12	to	to	PART
ger-397	109	13	innovate	innovate	VERB
ger-397	109	14	,	,	PUNCT
ger-397	109	15	as	as	SCONJ
ger-397	109	16	some	some	DET
ger-397	109	17	ethiopian	ethiopian	ADJ
ger-397	109	18	regions	region	NOUN
ger-397	109	19	have	have	AUX
ger-397	109	20	done	do	VERB
ger-397	109	21	.	.	PUNCT
ger-397	110	1	however	however	ADV
ger-397	110	2	,	,	PUNCT
ger-397	110	3	without	without	ADP
ger-397	110	4	sufficient	sufficient	ADJ
ger-397	110	5	ecde	ecde	ADV
ger-397	110	6	-	-	PUNCT
ger-397	110	7	related	relate	VERB
ger-397	110	8	capacity	capacity	NOUN
ger-397	110	9	at	at	ADP
ger-397	110	10	the	the	DET
ger-397	110	11	local	local	ADJ
ger-397	110	12	-	-	PUNCT
ger-397	110	13	government	government	NOUN
ger-397	110	14	level	level	NOUN
ger-397	110	15	,	,	PUNCT
ger-397	110	16	innovation	innovation	NOUN
ger-397	110	17	is	be	AUX
ger-397	110	18	unlikely	unlikely	ADJ
ger-397	110	19	.	.	PUNCT
ger-397	111	1	on	on	ADP
ger-397	111	2	the	the	DET
ger-397	111	3	other	other	ADJ
ger-397	111	4	hand	hand	NOUN
ger-397	111	5	,	,	PUNCT
ger-397	111	6	depending	depend	VERB
ger-397	111	7	fully	fully	ADV
ger-397	111	8	on	on	ADP
ger-397	111	9	local	local	ADJ
ger-397	111	10	financing	financing	NOUN
ger-397	111	11	for	for	ADP
ger-397	111	12	ecde	ecde	ADJ
ger-397	111	13	provision	provision	NOUN
ger-397	111	14	,	,	PUNCT
ger-397	111	15	as	as	ADP
ger-397	111	16	in	in	ADP
ger-397	111	17	china	china	PROPN
ger-397	111	18	,	,	PUNCT
ger-397	111	19	may	may	AUX
ger-397	111	20	increase	increase	VERB
ger-397	111	21	inequality	inequality	NOUN
ger-397	111	22	because	because	SCONJ
ger-397	111	23	poorer	poor	ADJ
ger-397	111	24	areas	area	NOUN
ger-397	111	25	may	may	AUX
ger-397	111	26	devote	devote	VERB
ger-397	111	27	fewer	few	ADJ
ger-397	111	28	resources	resource	NOUN
ger-397	111	29	to	to	ADP
ger-397	111	30	preprimary	preprimary	NOUN
ger-397	111	31	education	education	NOUN
ger-397	111	32	,	,	PUNCT
ger-397	111	33	thereby	thereby	ADV
ger-397	111	34	limiting	limit	VERB
ger-397	111	35	poor	poor	ADJ
ger-397	111	36	households	household	NOUN
ger-397	111	37	’	'	PUNCT
ger-397	111	38	access	access	NOUN
ger-397	111	39	to	to	ADP
ger-397	111	40	high	high	ADJ
ger-397	111	41	-	-	PUNCT
ger-397	111	42	quality	quality	NOUN
ger-397	111	43	,	,	PUNCT
ger-397	111	44	low	low	ADJ
ger-397	111	45	-	-	PUNCT
ger-397	111	46	cost	cost	NOUN
ger-397	111	47	services	service	NOUN
ger-397	111	48	(	(	PUNCT
ger-397	111	49	feng	feng	PROPN
ger-397	111	50	,	,	PUNCT
ger-397	111	51	2017	2017	NUM
ger-397	111	52	;	;	PUNCT
ger-397	111	53	zhou	zhou	PROPN
ger-397	111	54	et	et	PROPN
ger-397	111	55	al	al	PROPN
ger-397	111	56	.	.	PROPN
ger-397	111	57	,	,	PUNCT
ger-397	111	58	2017	2017	NUM
ger-397	111	59	)	)	PUNCT
ger-397	111	60	.	.	PUNCT
ger-397	112	1	52	52	NUM
ger-397	112	2	global	global	ADJ
ger-397	112	3	education	education	NOUN
ger-397	112	4	review	review	NOUN
ger-397	112	5	5(2	5(2	NUM
ger-397	112	6	)	)	PUNCT
ger-397	112	7	rapid	rapid	ADJ
ger-397	112	8	expansion	expansion	NOUN
ger-397	112	9	of	of	ADP
ger-397	112	10	ecde	ecde	ADJ
ger-397	112	11	in	in	ADP
ger-397	112	12	south	south	PROPN
ger-397	112	13	africa	africa	PROPN
ger-397	112	14	the	the	DET
ger-397	112	15	literature	literature	NOUN
ger-397	112	16	on	on	ADP
ger-397	112	17	rapidly	rapidly	ADV
ger-397	112	18	expanding	expand	VERB
ger-397	112	19	ecde	ecde	ADJ
ger-397	112	20	in	in	ADP
ger-397	112	21	sub	sub	ADJ
ger-397	112	22	-	-	ADJ
ger-397	112	23	saharan	saharan	ADJ
ger-397	112	24	africa	africa	PROPN
ger-397	112	25	provides	provide	VERB
ger-397	112	26	two	two	NUM
ger-397	112	27	recent	recent	ADJ
ger-397	112	28	examples	example	NOUN
ger-397	112	29	useful	useful	ADJ
ger-397	112	30	for	for	ADP
ger-397	112	31	understanding	understand	VERB
ger-397	112	32	how	how	SCONJ
ger-397	112	33	quality	quality	NOUN
ger-397	112	34	and	and	CCONJ
ger-397	112	35	access	access	NOUN
ger-397	112	36	are	be	AUX
ger-397	112	37	balanced	balance	VERB
ger-397	112	38	in	in	ADP
ger-397	112	39	contexts	context	NOUN
ger-397	112	40	with	with	ADP
ger-397	112	41	limited	limited	ADJ
ger-397	112	42	resources	resource	NOUN
ger-397	112	43	and	and	CCONJ
ger-397	112	44	ambitious	ambitious	ADJ
ger-397	112	45	goals	goal	NOUN
ger-397	112	46	.	.	PUNCT
ger-397	113	1	south	south	PROPN
ger-397	113	2	africa	africa	PROPN
ger-397	113	3	formally	formally	ADV
ger-397	113	4	established	establish	VERB
ger-397	113	5	a	a	DET
ger-397	113	6	preprimary	preprimary	NOUN
ger-397	113	7	or	or	CCONJ
ger-397	113	8	“	"	PUNCT
ger-397	113	9	reception	reception	NOUN
ger-397	113	10	year	year	NOUN
ger-397	113	11	,	,	PUNCT
ger-397	113	12	”	"	PUNCT
ger-397	113	13	grade	grade	NOUN
ger-397	113	14	r	r	NOUN
ger-397	113	15	,	,	PUNCT
ger-397	113	16	as	as	ADP
ger-397	113	17	an	an	DET
ger-397	113	18	integral	integral	ADJ
ger-397	113	19	part	part	NOUN
ger-397	113	20	of	of	ADP
ger-397	113	21	its	its	PRON
ger-397	113	22	public	public	ADJ
ger-397	113	23	primary	primary	ADJ
ger-397	113	24	school	school	NOUN
ger-397	113	25	system	system	NOUN
ger-397	113	26	in	in	ADP
ger-397	113	27	2001	2001	NUM
ger-397	113	28	,	,	PUNCT
ger-397	113	29	and	and	CCONJ
ger-397	113	30	steadily	steadily	ADV
ger-397	113	31	increased	increase	VERB
ger-397	113	32	ecde	ecde	ADJ
ger-397	113	33	enrollment	enrollment	NOUN
ger-397	113	34	by	by	ADP
ger-397	113	35	11	11	NUM
ger-397	113	36	percentage	percentage	NOUN
ger-397	113	37	points	point	NOUN
ger-397	113	38	per	per	ADP
ger-397	113	39	year	year	NOUN
ger-397	113	40	from	from	ADP
ger-397	113	41	2001	2001	NUM
ger-397	113	42	through	through	ADP
ger-397	113	43	2008	2008	NUM
ger-397	113	44	(	(	PUNCT
ger-397	113	45	biersteker	biersteker	NOUN
ger-397	113	46	,	,	PUNCT
ger-397	113	47	2010	2010	NUM
ger-397	113	48	)	)	PUNCT
ger-397	113	49	.	.	PUNCT
ger-397	114	1	by	by	ADP
ger-397	114	2	2013	2013	NUM
ger-397	114	3	,	,	PUNCT
ger-397	114	4	south	south	PROPN
ger-397	114	5	africa	africa	PROPN
ger-397	114	6	’s	’s	PART
ger-397	114	7	statistics	statistic	NOUN
ger-397	114	8	showed	show	VERB
ger-397	114	9	that	that	SCONJ
ger-397	114	10	an	an	DET
ger-397	114	11	impressive	impressive	ADJ
ger-397	114	12	94	94	NUM
ger-397	114	13	%	%	NOUN
ger-397	114	14	of	of	ADP
ger-397	114	15	grade	grade	NOUN
ger-397	114	16	1	1	NUM
ger-397	114	17	learners	learner	NOUN
ger-397	114	18	had	have	AUX
ger-397	114	19	attended	attend	VERB
ger-397	114	20	grade	grade	NOUN
ger-397	114	21	r	r	NOUN
ger-397	114	22	(	(	PUNCT
ger-397	114	23	department	department	NOUN
ger-397	114	24	of	of	ADP
ger-397	114	25	planning	planning	NOUN
ger-397	114	26	,	,	PUNCT
ger-397	114	27	monitoring	monitoring	NOUN
ger-397	114	28	,	,	PUNCT
ger-397	114	29	and	and	CCONJ
ger-397	114	30	evaluation	evaluation	NOUN
ger-397	114	31	,	,	PUNCT
ger-397	114	32	republic	republic	NOUN
ger-397	114	33	of	of	ADP
ger-397	114	34	south	south	PROPN
ger-397	114	35	africa	africa	PROPN
ger-397	114	36	,	,	PUNCT
ger-397	114	37	2014	2014	NUM
ger-397	114	38	,	,	PUNCT
ger-397	114	39	p.	p.	NOUN
ger-397	114	40	49	49	NUM
ger-397	114	41	)	)	PUNCT
ger-397	114	42	.	.	PUNCT
ger-397	115	1	unfortunately	unfortunately	ADV
ger-397	115	2	,	,	PUNCT
ger-397	115	3	this	this	DET
ger-397	115	4	rapid	rapid	ADJ
ger-397	115	5	expansion	expansion	NOUN
ger-397	115	6	of	of	ADP
ger-397	115	7	free	free	ADJ
ger-397	115	8	grade	grade	NOUN
ger-397	115	9	r	r	NOUN
ger-397	115	10	in	in	ADP
ger-397	115	11	public	public	ADJ
ger-397	115	12	primary	primary	ADJ
ger-397	115	13	schools	school	NOUN
ger-397	115	14	severely	severely	ADV
ger-397	115	15	harmed	harm	VERB
ger-397	115	16	the	the	DET
ger-397	115	17	community	community	NOUN
ger-397	115	18	-	-	PUNCT
ger-397	115	19	based	base	VERB
ger-397	115	20	providers	provider	NOUN
ger-397	115	21	that	that	PRON
ger-397	115	22	charged	charge	VERB
ger-397	115	23	fees	fee	NOUN
ger-397	115	24	.	.	PUNCT
ger-397	116	1	these	these	DET
ger-397	116	2	community	community	NOUN
ger-397	116	3	-	-	PUNCT
ger-397	116	4	based	base	VERB
ger-397	116	5	providers	provider	NOUN
ger-397	116	6	were	be	AUX
ger-397	116	7	an	an	DET
ger-397	116	8	important	important	ADJ
ger-397	116	9	option	option	NOUN
ger-397	116	10	for	for	ADP
ger-397	116	11	many	many	ADJ
ger-397	116	12	families	family	NOUN
ger-397	116	13	because	because	SCONJ
ger-397	116	14	they	they	PRON
ger-397	116	15	provided	provide	VERB
ger-397	116	16	a	a	DET
ger-397	116	17	full	full	ADJ
ger-397	116	18	day	day	NOUN
ger-397	116	19	of	of	ADP
ger-397	116	20	care	care	NOUN
ger-397	116	21	,	,	PUNCT
ger-397	116	22	whereas	whereas	SCONJ
ger-397	116	23	the	the	DET
ger-397	116	24	public	public	ADJ
ger-397	116	25	grade	grade	NOUN
ger-397	116	26	r	r	NOUN
ger-397	116	27	provided	provide	VERB
ger-397	116	28	only	only	ADV
ger-397	116	29	half	half	DET
ger-397	116	30	a	a	DET
ger-397	116	31	day	day	NOUN
ger-397	116	32	(	(	PUNCT
ger-397	116	33	garcia	garcia	PROPN
ger-397	116	34	,	,	PUNCT
ger-397	116	35	pence	pence	PROPN
ger-397	116	36	,	,	PUNCT
ger-397	116	37	&	&	CCONJ
ger-397	116	38	evans	evans	PROPN
ger-397	116	39	,	,	PUNCT
ger-397	116	40	2008	2008	NUM
ger-397	116	41	)	)	PUNCT
ger-397	116	42	.	.	PUNCT
ger-397	117	1	of	of	ADP
ger-397	117	2	additional	additional	ADJ
ger-397	117	3	concern	concern	NOUN
ger-397	117	4	was	be	AUX
ger-397	117	5	that	that	SCONJ
ger-397	117	6	results	result	NOUN
ger-397	117	7	from	from	ADP
ger-397	117	8	early	early	ADJ
ger-397	117	9	grade	grade	NOUN
ger-397	117	10	reading	reading	NOUN
ger-397	117	11	assessments	assessment	NOUN
ger-397	117	12	in	in	ADP
ger-397	117	13	south	south	PROPN
ger-397	117	14	africa	africa	PROPN
ger-397	117	15	during	during	ADP
ger-397	117	16	this	this	DET
ger-397	117	17	period	period	NOUN
ger-397	117	18	of	of	ADP
ger-397	117	19	expanding	expand	VERB
ger-397	117	20	ecde	ecde	ADJ
ger-397	117	21	access	access	NOUN
ger-397	117	22	showed	show	VERB
ger-397	117	23	very	very	ADV
ger-397	117	24	low	low	ADJ
ger-397	117	25	basic	basic	ADJ
ger-397	117	26	skills	skill	NOUN
ger-397	117	27	for	for	ADP
ger-397	117	28	children	child	NOUN
ger-397	117	29	entering	enter	VERB
ger-397	117	30	grade	grade	NOUN
ger-397	117	31	1	1	NUM
ger-397	117	32	(	(	PUNCT
ger-397	117	33	piper	piper	NOUN
ger-397	117	34	,	,	PUNCT
ger-397	117	35	2009	2009	NUM
ger-397	117	36	)	)	PUNCT
ger-397	117	37	.	.	PUNCT
ger-397	118	1	this	this	PRON
ger-397	118	2	suggests	suggest	VERB
ger-397	118	3	that	that	SCONJ
ger-397	118	4	the	the	DET
ger-397	118	5	cost	cost	NOUN
ger-397	118	6	of	of	ADP
ger-397	118	7	diminished	diminished	ADJ
ger-397	118	8	quality	quality	NOUN
ger-397	118	9	due	due	ADP
ger-397	118	10	to	to	ADP
ger-397	118	11	the	the	DET
ger-397	118	12	rapid	rapid	ADJ
ger-397	118	13	expansion	expansion	NOUN
ger-397	118	14	of	of	ADP
ger-397	118	15	ecde	ecde	ADJ
ger-397	118	16	might	might	AUX
ger-397	118	17	have	have	AUX
ger-397	118	18	been	be	AUX
ger-397	118	19	similar	similar	ADJ
ger-397	118	20	to	to	ADP
ger-397	118	21	the	the	DET
ger-397	118	22	financial	financial	ADJ
ger-397	118	23	cost	cost	NOUN
ger-397	118	24	of	of	ADP
ger-397	118	25	the	the	DET
ger-397	118	26	expansion	expansion	NOUN
ger-397	118	27	.	.	PUNCT
ger-397	119	1	decentralized	decentralize	VERB
ger-397	119	2	expansion	expansion	NOUN
ger-397	119	3	of	of	ADP
ger-397	119	4	ecde	ecde	ADJ
ger-397	119	5	in	in	ADP
ger-397	119	6	zimbabwe	zimbabwe	PROPN
ger-397	119	7	zimbabwe	zimbabwe	PROPN
ger-397	119	8	took	take	VERB
ger-397	119	9	a	a	DET
ger-397	119	10	different	different	ADJ
ger-397	119	11	approach	approach	NOUN
ger-397	119	12	to	to	ADP
ger-397	119	13	rapidly	rapidly	ADV
ger-397	119	14	expanding	expand	VERB
ger-397	119	15	ecde	ecde	ADJ
ger-397	119	16	services	service	NOUN
ger-397	119	17	in	in	ADP
ger-397	119	18	the	the	DET
ger-397	119	19	country	country	NOUN
ger-397	119	20	.	.	PUNCT
ger-397	120	1	before	before	ADP
ger-397	120	2	2003	2003	NUM
ger-397	120	3	,	,	PUNCT
ger-397	120	4	all	all	DET
ger-397	120	5	ecde	ecde	ADJ
ger-397	120	6	services	service	NOUN
ger-397	120	7	in	in	ADP
ger-397	120	8	zimbabwe	zimbabwe	PROPN
ger-397	120	9	were	be	AUX
ger-397	120	10	provided	provide	VERB
ger-397	120	11	by	by	ADP
ger-397	120	12	local	local	ADJ
ger-397	120	13	authorities	authority	NOUN
ger-397	120	14	,	,	PUNCT
ger-397	120	15	private	private	ADJ
ger-397	120	16	organizations	organization	NOUN
ger-397	120	17	,	,	PUNCT
ger-397	120	18	nongovernmental	nongovernmental	ADJ
ger-397	120	19	organizations	organization	NOUN
ger-397	120	20	(	(	PUNCT
ger-397	120	21	ngos	ngo	NOUN
ger-397	120	22	)	)	PUNCT
ger-397	120	23	,	,	PUNCT
ger-397	120	24	and	and	CCONJ
ger-397	120	25	religious	religious	ADJ
ger-397	120	26	organizations	organization	NOUN
ger-397	120	27	rather	rather	ADV
ger-397	120	28	than	than	ADP
ger-397	120	29	by	by	ADP
ger-397	120	30	the	the	DET
ger-397	120	31	ministry	ministry	PROPN
ger-397	120	32	of	of	ADP
ger-397	120	33	education	education	PROPN
ger-397	120	34	.	.	PUNCT
ger-397	121	1	the	the	DET
ger-397	121	2	ministry	ministry	NOUN
ger-397	121	3	’s	’s	PART
ger-397	121	4	role	role	NOUN
ger-397	121	5	was	be	AUX
ger-397	121	6	setting	set	VERB
ger-397	121	7	policy	policy	NOUN
ger-397	121	8	guidelines	guideline	NOUN
ger-397	121	9	for	for	ADP
ger-397	121	10	the	the	DET
ger-397	121	11	entities	entity	NOUN
ger-397	121	12	that	that	PRON
ger-397	121	13	provided	provide	VERB
ger-397	121	14	ecde	ecde	ADJ
ger-397	121	15	services	service	NOUN
ger-397	121	16	(	(	PUNCT
ger-397	121	17	mangwaya	mangwaya	NOUN
ger-397	121	18	,	,	PUNCT
ger-397	121	19	blignaut	blignaut	PROPN
ger-397	121	20	,	,	PUNCT
ger-397	121	21	&	&	CCONJ
ger-397	121	22	pillay	pillay	PROPN
ger-397	121	23	,	,	PUNCT
ger-397	121	24	2016	2016	NUM
ger-397	121	25	)	)	PUNCT
ger-397	121	26	.	.	PUNCT
ger-397	122	1	those	those	DET
ger-397	122	2	policy	policy	NOUN
ger-397	122	3	guidelines	guideline	NOUN
ger-397	122	4	were	be	AUX
ger-397	122	5	not	not	PART
ger-397	122	6	accompanied	accompany	VERB
ger-397	122	7	by	by	ADP
ger-397	122	8	systems	system	NOUN
ger-397	122	9	to	to	PART
ger-397	122	10	oversee	oversee	VERB
ger-397	122	11	the	the	DET
ger-397	122	12	quality	quality	NOUN
ger-397	122	13	of	of	ADP
ger-397	122	14	the	the	DET
ger-397	122	15	implementation	implementation	NOUN
ger-397	122	16	(	(	PUNCT
ger-397	122	17	mangwaya	mangwaya	NOUN
ger-397	122	18	et	et	PROPN
ger-397	122	19	al	al	PROPN
ger-397	122	20	.	.	PROPN
ger-397	122	21	,	,	PUNCT
ger-397	122	22	2016	2016	NUM
ger-397	122	23	)	)	PUNCT
ger-397	122	24	.	.	PUNCT
ger-397	123	1	quality	quality	NOUN
ger-397	123	2	of	of	ADP
ger-397	123	3	ecde	ecde	ADJ
ger-397	123	4	was	be	AUX
ger-397	123	5	therefore	therefore	ADV
ger-397	123	6	variable	variable	ADJ
ger-397	123	7	,	,	PUNCT
ger-397	123	8	and	and	CCONJ
ger-397	123	9	access	access	NOUN
ger-397	123	10	was	be	AUX
ger-397	123	11	limited	limit	VERB
ger-397	123	12	to	to	ADP
ger-397	123	13	wealthier	wealthy	ADJ
ger-397	123	14	households	household	NOUN
ger-397	123	15	,	,	PUNCT
ger-397	123	16	primarily	primarily	ADV
ger-397	123	17	in	in	ADP
ger-397	123	18	urban	urban	ADJ
ger-397	123	19	areas	area	NOUN
ger-397	123	20	.	.	PUNCT
ger-397	124	1	recognizing	recognize	VERB
ger-397	124	2	the	the	DET
ger-397	124	3	need	need	NOUN
ger-397	124	4	for	for	ADP
ger-397	124	5	more	more	ADJ
ger-397	124	6	uniformity	uniformity	NOUN
ger-397	124	7	,	,	PUNCT
ger-397	124	8	oversight	oversight	NOUN
ger-397	124	9	,	,	PUNCT
ger-397	124	10	and	and	CCONJ
ger-397	124	11	greater	great	ADJ
ger-397	124	12	access	access	NOUN
ger-397	124	13	to	to	ADP
ger-397	124	14	ecde	ecde	ADJ
ger-397	124	15	services	service	NOUN
ger-397	124	16	throughout	throughout	ADP
ger-397	124	17	the	the	DET
ger-397	124	18	country	country	NOUN
ger-397	124	19	,	,	PUNCT
ger-397	124	20	the	the	DET
ger-397	124	21	ministry	ministry	PROPN
ger-397	124	22	of	of	ADP
ger-397	124	23	education	education	PROPN
ger-397	124	24	undertook	undertake	VERB
ger-397	124	25	a	a	DET
ger-397	124	26	policy	policy	NOUN
ger-397	124	27	revision	revision	NOUN
ger-397	124	28	in	in	ADP
ger-397	124	29	2004	2004	NUM
ger-397	124	30	.	.	PUNCT
ger-397	125	1	the	the	DET
ger-397	125	2	government	government	NOUN
ger-397	125	3	of	of	ADP
ger-397	125	4	zimbabwe	zimbabwe	PROPN
ger-397	125	5	issued	issue	VERB
ger-397	125	6	a	a	DET
ger-397	125	7	new	new	ADJ
ger-397	125	8	policy	policy	NOUN
ger-397	125	9	that	that	PRON
ger-397	125	10	all	all	DET
ger-397	125	11	primary	primary	ADJ
ger-397	125	12	schools	school	NOUN
ger-397	125	13	should	should	AUX
ger-397	125	14	open	open	VERB
ger-397	125	15	at	at	ADV
ger-397	125	16	least	least	ADV
ger-397	125	17	two	two	NUM
ger-397	125	18	preprimary	preprimary	NOUN
ger-397	125	19	(	(	PUNCT
ger-397	125	20	“	"	PUNCT
ger-397	125	21	grade	grade	NOUN
ger-397	125	22	0	0	NUM
ger-397	125	23	”	"	PUNCT
ger-397	125	24	)	)	PUNCT
ger-397	125	25	classes	class	NOUN
ger-397	125	26	in	in	ADP
ger-397	125	27	2004	2004	NUM
ger-397	125	28	,	,	PUNCT
ger-397	125	29	even	even	ADV
ger-397	125	30	though	though	SCONJ
ger-397	125	31	the	the	DET
ger-397	125	32	formal	formal	ADJ
ger-397	125	33	primary	primary	ADJ
ger-397	125	34	education	education	NOUN
ger-397	125	35	system	system	NOUN
ger-397	125	36	had	have	AUX
ger-397	125	37	previously	previously	ADV
ger-397	125	38	played	play	VERB
ger-397	125	39	no	no	DET
ger-397	125	40	role	role	NOUN
ger-397	125	41	in	in	ADP
ger-397	125	42	ecde	ecde	ADJ
ger-397	125	43	provision	provision	NOUN
ger-397	125	44	.	.	PUNCT
ger-397	126	1	mangwaya	mangwaya	NOUN
ger-397	126	2	et	et	PROPN
ger-397	126	3	al	al	PROPN
ger-397	126	4	.	.	PROPN
ger-397	126	5	’s	’s	PART
ger-397	126	6	(	(	PUNCT
ger-397	126	7	2016	2016	NUM
ger-397	126	8	)	)	PUNCT
ger-397	126	9	qualitative	qualitative	ADJ
ger-397	126	10	study	study	NOUN
ger-397	126	11	examined	examine	VERB
ger-397	126	12	the	the	DET
ger-397	126	13	implementation	implementation	NOUN
ger-397	126	14	of	of	ADP
ger-397	126	15	this	this	DET
ger-397	126	16	new	new	ADJ
ger-397	126	17	policy	policy	NOUN
ger-397	126	18	and	and	CCONJ
ger-397	126	19	the	the	DET
ger-397	126	20	obstacles	obstacle	NOUN
ger-397	126	21	encountered	encounter	VERB
ger-397	126	22	in	in	ADP
ger-397	126	23	the	the	DET
ger-397	126	24	provision	provision	NOUN
ger-397	126	25	of	of	ADP
ger-397	126	26	ecde	ecde	ADJ
ger-397	126	27	at	at	ADP
ger-397	126	28	the	the	DET
ger-397	126	29	school	school	NOUN
ger-397	126	30	level	level	NOUN
ger-397	126	31	.	.	PUNCT
ger-397	127	1	the	the	DET
ger-397	127	2	study	study	NOUN
ger-397	127	3	concluded	conclude	VERB
ger-397	127	4	that	that	SCONJ
ger-397	127	5	although	although	SCONJ
ger-397	127	6	classroom	classroom	NOUN
ger-397	127	7	teachers	teacher	NOUN
ger-397	127	8	were	be	AUX
ger-397	127	9	adequately	adequately	ADV
ger-397	127	10	qualified	qualified	ADJ
ger-397	127	11	to	to	PART
ger-397	127	12	implement	implement	VERB
ger-397	127	13	ecde	ecde	ADJ
ger-397	127	14	,	,	PUNCT
ger-397	127	15	school	school	NOUN
ger-397	127	16	heads	head	NOUN
ger-397	127	17	were	be	AUX
ger-397	127	18	not	not	PART
ger-397	127	19	prepared	prepared	ADJ
ger-397	127	20	to	to	PART
ger-397	127	21	support	support	VERB
ger-397	127	22	teachers	teacher	NOUN
ger-397	127	23	’	'	PUNCT
ger-397	127	24	implementation	implementation	NOUN
ger-397	127	25	of	of	ADP
ger-397	127	26	ecde	ecde	ADJ
ger-397	127	27	.	.	PUNCT
ger-397	128	1	the	the	DET
ger-397	128	2	researchers	researcher	NOUN
ger-397	128	3	also	also	ADV
ger-397	128	4	found	find	VERB
ger-397	128	5	that	that	SCONJ
ger-397	128	6	insufficient	insufficient	ADJ
ger-397	128	7	teaching	teaching	NOUN
ger-397	128	8	and	and	CCONJ
ger-397	128	9	learning	learn	VERB
ger-397	128	10	resources	resource	NOUN
ger-397	128	11	and	and	CCONJ
ger-397	128	12	a	a	DET
ger-397	128	13	lack	lack	NOUN
ger-397	128	14	of	of	ADP
ger-397	128	15	ongoing	ongoing	ADJ
ger-397	128	16	teacher	teacher	NOUN
ger-397	128	17	support	support	NOUN
ger-397	128	18	contributed	contribute	VERB
ger-397	128	19	to	to	ADP
ger-397	128	20	low	low	ADJ
ger-397	128	21	-	-	PUNCT
ger-397	128	22	quality	quality	NOUN
ger-397	128	23	ecde	ecde	ADJ
ger-397	128	24	provision	provision	NOUN
ger-397	128	25	(	(	PUNCT
ger-397	128	26	mangwaya	mangwaya	NOUN
ger-397	128	27	et	et	NOUN
ger-397	128	28	al	al	PROPN
ger-397	128	29	.	.	PROPN
ger-397	128	30	,	,	PUNCT
ger-397	128	31	2016	2016	NUM
ger-397	128	32	)	)	PUNCT
ger-397	128	33	.	.	PUNCT
ger-397	129	1	the	the	DET
ger-397	129	2	zimbabwe	zimbabwe	PROPN
ger-397	129	3	case	case	NOUN
ger-397	129	4	appears	appear	VERB
ger-397	129	5	to	to	PART
ger-397	129	6	be	be	AUX
ger-397	129	7	one	one	NUM
ger-397	129	8	in	in	ADP
ger-397	129	9	which	which	PRON
ger-397	129	10	the	the	DET
ger-397	129	11	decentralization	decentralization	NOUN
ger-397	129	12	of	of	ADP
ger-397	129	13	ecde	ecde	ADJ
ger-397	129	14	was	be	AUX
ger-397	129	15	not	not	PART
ger-397	129	16	sufficiently	sufficiently	ADV
ger-397	129	17	integrated	integrate	VERB
ger-397	129	18	with	with	ADP
ger-397	129	19	the	the	DET
ger-397	129	20	additional	additional	ADJ
ger-397	129	21	financial	financial	ADJ
ger-397	129	22	and	and	CCONJ
ger-397	129	23	technical	technical	ADJ
ger-397	129	24	resources	resource	NOUN
ger-397	129	25	required	require	VERB
ger-397	129	26	to	to	PART
ger-397	129	27	provide	provide	VERB
ger-397	129	28	highquality	highquality	NOUN
ger-397	129	29	ecde	ecde	ADJ
ger-397	129	30	.	.	PUNCT
ger-397	130	1	research	research	NOUN
ger-397	130	2	questions	question	NOUN
ger-397	130	3	the	the	DET
ger-397	130	4	literature	literature	NOUN
ger-397	130	5	reviewed	review	VERB
ger-397	130	6	above	above	ADV
ger-397	130	7	showed	show	VERB
ger-397	130	8	several	several	ADJ
ger-397	130	9	models	model	NOUN
ger-397	130	10	of	of	ADP
ger-397	130	11	decentralized	decentralized	ADJ
ger-397	130	12	provision	provision	NOUN
ger-397	130	13	of	of	ADP
ger-397	130	14	ecde	ecde	ADJ
ger-397	130	15	,	,	PUNCT
ger-397	130	16	but	but	CCONJ
ger-397	130	17	they	they	PRON
ger-397	130	18	lack	lack	VERB
ger-397	130	19	consensus	consensus	NOUN
ger-397	130	20	on	on	ADP
ger-397	130	21	how	how	SCONJ
ger-397	130	22	to	to	PART
ger-397	130	23	balance	balance	VERB
ger-397	130	24	ecde	ecde	ADJ
ger-397	130	25	access	access	NOUN
ger-397	130	26	and	and	CCONJ
ger-397	130	27	quality	quality	NOUN
ger-397	130	28	—	—	PUNCT
ger-397	130	29	the	the	DET
ger-397	130	30	same	same	ADJ
ger-397	130	31	problem	problem	NOUN
ger-397	130	32	identified	identify	VERB
ger-397	130	33	during	during	ADP
ger-397	130	34	the	the	DET
ger-397	130	35	period	period	NOUN
ger-397	130	36	in	in	ADP
ger-397	130	37	which	which	PRON
ger-397	130	38	primary	primary	ADJ
ger-397	130	39	education	education	NOUN
ger-397	130	40	rapidly	rapidly	ADV
ger-397	130	41	expanded	expand	VERB
ger-397	130	42	.	.	PUNCT
ger-397	131	1	assuring	assure	VERB
ger-397	131	2	quality	quality	NOUN
ger-397	131	3	during	during	ADP
ger-397	131	4	rapid	rapid	ADJ
ger-397	131	5	expansion	expansion	NOUN
ger-397	131	6	is	be	AUX
ger-397	131	7	even	even	ADV
ger-397	131	8	more	more	ADV
ger-397	131	9	challenging	challenging	ADJ
ger-397	131	10	in	in	ADP
ger-397	131	11	scaling	scale	VERB
ger-397	131	12	up	up	ADP
ger-397	131	13	early	early	ADJ
ger-397	131	14	childhood	childhood	NOUN
ger-397	131	15	development	development	NOUN
ger-397	131	16	and	and	CCONJ
ger-397	131	17	education	education	NOUN
ger-397	131	18	53	53	NUM
ger-397	131	19	decentralized	decentralize	VERB
ger-397	131	20	environments	environment	NOUN
ger-397	131	21	,	,	PUNCT
ger-397	131	22	given	give	VERB
ger-397	131	23	the	the	DET
ger-397	131	24	variability	variability	NOUN
ger-397	131	25	in	in	ADP
ger-397	131	26	needs	need	NOUN
ger-397	131	27	and	and	CCONJ
ger-397	131	28	capacity	capacity	NOUN
ger-397	131	29	across	across	ADP
ger-397	131	30	diverse	diverse	ADJ
ger-397	131	31	geographies	geography	NOUN
ger-397	131	32	,	,	PUNCT
ger-397	131	33	which	which	PRON
ger-397	131	34	can	can	AUX
ger-397	131	35	potentially	potentially	ADV
ger-397	131	36	worsen	worsen	VERB
ger-397	131	37	inequality	inequality	NOUN
ger-397	131	38	.	.	PUNCT
ger-397	132	1	moreover	moreover	ADV
ger-397	132	2	,	,	PUNCT
ger-397	132	3	the	the	DET
ger-397	132	4	literature	literature	NOUN
ger-397	132	5	is	be	AUX
ger-397	132	6	relatively	relatively	ADV
ger-397	132	7	silent	silent	ADJ
ger-397	132	8	regarding	regard	VERB
ger-397	132	9	whether	whether	SCONJ
ger-397	132	10	and	and	CCONJ
ger-397	132	11	how	how	SCONJ
ger-397	132	12	high	high	ADJ
ger-397	132	13	-	-	PUNCT
ger-397	132	14	quality	quality	NOUN
ger-397	132	15	ecde	ecde	ADJ
ger-397	132	16	interventions	intervention	NOUN
ger-397	132	17	can	can	AUX
ger-397	132	18	affect	affect	VERB
ger-397	132	19	resource	resource	NOUN
ger-397	132	20	allocation	allocation	NOUN
ger-397	132	21	at	at	ADP
ger-397	132	22	the	the	DET
ger-397	132	23	decentralized	decentralized	ADJ
ger-397	132	24	level	level	NOUN
ger-397	132	25	.	.	PUNCT
ger-397	133	1	to	to	PART
ger-397	133	2	fill	fill	VERB
ger-397	133	3	those	those	DET
ger-397	133	4	gaps	gap	NOUN
ger-397	133	5	,	,	PUNCT
ger-397	133	6	we	we	PRON
ger-397	133	7	proposed	propose	VERB
ger-397	133	8	the	the	DET
ger-397	133	9	following	follow	VERB
ger-397	133	10	research	research	NOUN
ger-397	133	11	questions	question	NOUN
ger-397	133	12	:	:	PUNCT
ger-397	133	13	•	•	NUM
ger-397	133	14	rq1	rq1	NOUN
ger-397	133	15	:	:	PUNCT
ger-397	133	16	how	how	SCONJ
ger-397	133	17	do	do	AUX
ger-397	133	18	education	education	NOUN
ger-397	133	19	officials	official	NOUN
ger-397	133	20	at	at	ADP
ger-397	133	21	devolved	devolve	VERB
ger-397	133	22	levels	level	NOUN
ger-397	133	23	in	in	ADP
ger-397	133	24	kenya	kenya	PROPN
ger-397	133	25	make	make	VERB
ger-397	133	26	decisions	decision	NOUN
ger-397	133	27	about	about	ADP
ger-397	133	28	resource	resource	NOUN
ger-397	133	29	allocations	allocation	NOUN
ger-397	133	30	in	in	ADP
ger-397	133	31	ecde	ecde	ADJ
ger-397	133	32	?	?	PUNCT
ger-397	133	33	•	•	NUM
ger-397	133	34	rq2	rq2	NOUN
ger-397	133	35	:	:	PUNCT
ger-397	133	36	how	how	SCONJ
ger-397	133	37	do	do	AUX
ger-397	133	38	education	education	NOUN
ger-397	133	39	officials	official	NOUN
ger-397	133	40	at	at	ADP
ger-397	133	41	devolved	devolve	VERB
ger-397	133	42	levels	level	NOUN
ger-397	133	43	in	in	ADP
ger-397	133	44	kenya	kenya	PROPN
ger-397	133	45	make	make	VERB
ger-397	133	46	decisions	decision	NOUN
ger-397	133	47	about	about	ADP
ger-397	133	48	the	the	DET
ger-397	133	49	implementation	implementation	NOUN
ger-397	133	50	of	of	ADP
ger-397	133	51	policies	policy	NOUN
ger-397	133	52	regarding	regard	VERB
ger-397	133	53	ecde	ecde	ADJ
ger-397	133	54	quality	quality	NOUN
ger-397	133	55	?	?	PUNCT
ger-397	134	1	•	•	NUM
ger-397	134	2	rq3	rq3	NOUN
ger-397	134	3	:	:	PUNCT
ger-397	134	4	does	do	AUX
ger-397	134	5	the	the	DET
ger-397	134	6	impact	impact	NOUN
ger-397	134	7	of	of	ADP
ger-397	134	8	the	the	DET
ger-397	134	9	tayari	tayari	ADJ
ger-397	134	10	intervention	intervention	NOUN
ger-397	134	11	differ	differ	VERB
ger-397	134	12	by	by	ADP
ger-397	134	13	devolved	devolve	VERB
ger-397	134	14	location	location	NOUN
ger-397	134	15	?	?	PUNCT
ger-397	135	1	background	background	NOUN
ger-397	135	2	kenya	kenya	PROPN
ger-397	135	3	background	background	PROPN
ger-397	135	4	kenya	kenya	PROPN
ger-397	135	5	is	be	AUX
ger-397	135	6	a	a	DET
ger-397	135	7	lower	lower	ADV
ger-397	135	8	-	-	PUNCT
ger-397	135	9	middle	middle	ADJ
ger-397	135	10	-	-	PUNCT
ger-397	135	11	income	income	NOUN
ger-397	135	12	country	country	NOUN
ger-397	135	13	with	with	ADP
ger-397	135	14	an	an	DET
ger-397	135	15	estimated	estimate	VERB
ger-397	135	16	population	population	NOUN
ger-397	135	17	of	of	ADP
ger-397	135	18	just	just	ADV
ger-397	135	19	over	over	ADP
ger-397	135	20	48	48	NUM
ger-397	135	21	million	million	NUM
ger-397	135	22	,	,	PUNCT
ger-397	135	23	with	with	ADP
ger-397	135	24	the	the	DET
ger-397	135	25	last	last	ADJ
ger-397	135	26	census	census	NOUN
ger-397	135	27	identifying	identify	VERB
ger-397	135	28	38.6	38.6	NUM
ger-397	135	29	million	million	NUM
ger-397	135	30	(	(	PUNCT
ger-397	135	31	republic	republic	NOUN
ger-397	135	32	of	of	ADP
ger-397	135	33	kenya	kenya	PROPN
ger-397	135	34	,	,	PUNCT
ger-397	135	35	2009	2009	NUM
ger-397	135	36	)	)	PUNCT
ger-397	135	37	.	.	PUNCT
ger-397	136	1	education	education	NOUN
ger-397	136	2	in	in	ADP
ger-397	136	3	kenya	kenya	PROPN
ger-397	136	4	is	be	AUX
ger-397	136	5	governed	govern	VERB
ger-397	136	6	by	by	ADP
ger-397	136	7	the	the	DET
ger-397	136	8	constitution	constitution	NOUN
ger-397	136	9	,	,	PUNCT
ger-397	136	10	which	which	PRON
ger-397	136	11	in	in	ADP
ger-397	136	12	article	article	NOUN
ger-397	136	13	53	53	NUM
ger-397	136	14	affirms	affirm	VERB
ger-397	136	15	the	the	DET
ger-397	136	16	right	right	NOUN
ger-397	136	17	to	to	PART
ger-397	136	18	free	free	VERB
ger-397	136	19	compulsory	compulsory	ADJ
ger-397	136	20	basic	basic	ADJ
ger-397	136	21	education	education	NOUN
ger-397	136	22	(	(	PUNCT
ger-397	136	23	republic	republic	NOUN
ger-397	136	24	of	of	ADP
ger-397	136	25	kenya	kenya	PROPN
ger-397	136	26	,	,	PUNCT
ger-397	136	27	2010a	2010a	NUM
ger-397	136	28	)	)	PUNCT
ger-397	136	29	.	.	PUNCT
ger-397	137	1	the	the	DET
ger-397	137	2	basic	basic	ADJ
ger-397	137	3	education	education	NOUN
ger-397	137	4	act	act	NOUN
ger-397	137	5	affirms	affirm	VERB
ger-397	137	6	that	that	SCONJ
ger-397	137	7	basic	basic	ADJ
ger-397	137	8	education	education	NOUN
ger-397	137	9	includes	include	VERB
ger-397	137	10	two	two	NUM
ger-397	137	11	years	year	NOUN
ger-397	137	12	of	of	ADP
ger-397	137	13	preprimary	preprimary	NOUN
ger-397	137	14	education	education	NOUN
ger-397	137	15	:	:	PUNCT
ger-397	137	16	preprimary	preprimary	NOUN
ger-397	137	17	1	1	NUM
ger-397	137	18	serves	serve	VERB
ger-397	137	19	children	child	NOUN
ger-397	137	20	aged	age	VERB
ger-397	137	21	4	4	NUM
ger-397	137	22	years	year	NOUN
ger-397	137	23	;	;	PUNCT
ger-397	137	24	preprimary	preprimary	NOUN
ger-397	137	25	2	2	NUM
ger-397	137	26	,	,	PUNCT
ger-397	137	27	children	child	NOUN
ger-397	137	28	aged	aged	ADJ
ger-397	137	29	5	5	NUM
ger-397	137	30	(	(	PUNCT
ger-397	137	31	republic	republic	NOUN
ger-397	137	32	of	of	ADP
ger-397	137	33	kenya	kenya	PROPN
ger-397	137	34	,	,	PUNCT
ger-397	137	35	2013	2013	NUM
ger-397	137	36	)	)	PUNCT
ger-397	137	37	.	.	PUNCT
ger-397	138	1	the	the	DET
ger-397	138	2	ministry	ministry	PROPN
ger-397	138	3	of	of	ADP
ger-397	138	4	education	education	NOUN
ger-397	138	5	is	be	AUX
ger-397	138	6	preparing	prepare	VERB
ger-397	138	7	to	to	PART
ger-397	138	8	launch	launch	VERB
ger-397	138	9	a	a	DET
ger-397	138	10	revised	revised	ADJ
ger-397	138	11	pre	pre	ADJ
ger-397	138	12	-	-	ADJ
ger-397	138	13	primary	primary	ADJ
ger-397	138	14	education	education	NOUN
ger-397	138	15	policy	policy	NOUN
ger-397	138	16	(	(	PUNCT
ger-397	138	17	ministry	ministry	NOUN
ger-397	138	18	of	of	ADP
ger-397	138	19	education	education	PROPN
ger-397	138	20	,	,	PUNCT
ger-397	138	21	kenya	kenya	NOUN
ger-397	138	22	,	,	PUNCT
ger-397	138	23	2017	2017	NUM
ger-397	138	24	)	)	PUNCT
ger-397	138	25	and	and	CCONJ
ger-397	138	26	ecde	ecde	ADJ
ger-397	138	27	is	be	AUX
ger-397	138	28	a	a	DET
ger-397	138	29	key	key	ADJ
ger-397	138	30	part	part	NOUN
ger-397	138	31	of	of	ADP
ger-397	138	32	the	the	DET
ger-397	138	33	national	national	ADJ
ger-397	138	34	education	education	NOUN
ger-397	138	35	sector	sector	NOUN
ger-397	138	36	plan	plan	NOUN
ger-397	138	37	(	(	PUNCT
ger-397	138	38	2013–2018	2013–2018	NUM
ger-397	138	39	)	)	PUNCT
ger-397	138	40	,	,	PUNCT
ger-397	138	41	which	which	PRON
ger-397	138	42	is	be	AUX
ger-397	138	43	the	the	DET
ger-397	138	44	guiding	guide	VERB
ger-397	138	45	document	document	NOUN
ger-397	138	46	in	in	ADP
ger-397	138	47	the	the	DET
ger-397	138	48	education	education	NOUN
ger-397	138	49	sector	sector	NOUN
ger-397	138	50	(	(	PUNCT
ger-397	138	51	republic	republic	NOUN
ger-397	138	52	of	of	ADP
ger-397	138	53	kenya	kenya	PROPN
ger-397	138	54	,	,	PUNCT
ger-397	138	55	2010b	2010b	NUM
ger-397	138	56	)	)	PUNCT
ger-397	138	57	.	.	PUNCT
ger-397	139	1	access	access	NOUN
ger-397	139	2	to	to	ADP
ger-397	139	3	ecde	ecde	ADJ
ger-397	139	4	has	have	AUX
ger-397	139	5	dramatically	dramatically	ADV
ger-397	139	6	increased	increase	VERB
ger-397	139	7	in	in	ADP
ger-397	139	8	kenya	kenya	PROPN
ger-397	139	9	in	in	ADP
ger-397	139	10	the	the	DET
ger-397	139	11	past	past	ADJ
ger-397	139	12	decade	decade	NOUN
ger-397	139	13	,	,	PUNCT
ger-397	139	14	as	as	SCONJ
ger-397	139	15	indicated	indicate	VERB
ger-397	139	16	in	in	ADP
ger-397	139	17	table	table	NOUN
ger-397	139	18	1	1	NUM
ger-397	139	19	.	.	PUNCT
ger-397	140	1	as	as	ADP
ger-397	140	2	of	of	ADP
ger-397	140	3	2014	2014	NUM
ger-397	140	4	,	,	PUNCT
ger-397	140	5	the	the	DET
ger-397	140	6	gross	gross	ADJ
ger-397	140	7	enrollment	enrollment	NOUN
ger-397	140	8	ratio	ratio	NOUN
ger-397	140	9	(	(	PUNCT
ger-397	140	10	ger	ger	NOUN
ger-397	140	11	)	)	PUNCT
ger-397	140	12	was	be	AUX
ger-397	140	13	73.6	73.6	NUM
ger-397	140	14	%	%	NOUN
ger-397	140	15	nationally	nationally	ADV
ger-397	140	16	,	,	PUNCT
ger-397	140	17	with	with	ADP
ger-397	140	18	a	a	DET
ger-397	140	19	net	net	ADJ
ger-397	140	20	enrollment	enrollment	NOUN
ger-397	140	21	ratio	ratio	NOUN
ger-397	140	22	(	(	PUNCT
ger-397	140	23	ner	ner	NOUN
ger-397	140	24	)	)	PUNCT
ger-397	140	25	of	of	ADP
ger-397	140	26	71.8	71.8	NUM
ger-397	140	27	%	%	NOUN
ger-397	140	28	(	(	PUNCT
ger-397	140	29	ministry	ministry	NOUN
ger-397	140	30	of	of	ADP
ger-397	140	31	education	education	PROPN
ger-397	140	32	,	,	PUNCT
ger-397	140	33	kenya	kenya	NOUN
ger-397	140	34	,	,	PUNCT
ger-397	140	35	2014	2014	NUM
ger-397	140	36	)	)	PUNCT
ger-397	140	37	.	.	PUNCT
ger-397	141	1	the	the	DET
ger-397	141	2	gap	gap	NOUN
ger-397	141	3	between	between	ADP
ger-397	141	4	the	the	DET
ger-397	141	5	ger	ger	NOUN
ger-397	141	6	and	and	CCONJ
ger-397	141	7	ner	ner	NOUN
ger-397	141	8	was	be	AUX
ger-397	141	9	small	small	ADJ
ger-397	141	10	at	at	ADP
ger-397	141	11	the	the	DET
ger-397	141	12	national	national	ADJ
ger-397	141	13	level	level	NOUN
ger-397	141	14	and	and	CCONJ
ger-397	141	15	in	in	ADP
ger-397	141	16	most	most	ADJ
ger-397	141	17	of	of	ADP
ger-397	141	18	the	the	DET
ger-397	141	19	counties	county	NOUN
ger-397	141	20	where	where	SCONJ
ger-397	141	21	the	the	DET
ger-397	141	22	data	datum	NOUN
ger-397	141	23	were	be	AUX
ger-397	141	24	collected	collect	VERB
ger-397	141	25	for	for	ADP
ger-397	141	26	this	this	DET
ger-397	141	27	study	study	NOUN
ger-397	141	28	.	.	PUNCT
ger-397	142	1	laikipia	laikipia	PROPN
ger-397	142	2	county	county	PROPN
ger-397	142	3	was	be	AUX
ger-397	142	4	a	a	DET
ger-397	142	5	notable	notable	ADJ
ger-397	142	6	exception	exception	NOUN
ger-397	142	7	,	,	PUNCT
ger-397	142	8	with	with	ADP
ger-397	142	9	a	a	DET
ger-397	142	10	ger	ger	NOUN
ger-397	142	11	32.4	32.4	NUM
ger-397	142	12	percentage	percentage	NOUN
ger-397	142	13	points	point	NOUN
ger-397	142	14	higher	high	ADJ
ger-397	142	15	than	than	ADP
ger-397	142	16	its	its	PRON
ger-397	142	17	ner	ner	NOUN
ger-397	142	18	,	,	PUNCT
ger-397	142	19	suggesting	suggest	VERB
ger-397	142	20	that	that	SCONJ
ger-397	142	21	late	late	ADJ
ger-397	142	22	entry	entry	NOUN
ger-397	142	23	into	into	ADP
ger-397	142	24	ecde	ecde	ADJ
ger-397	142	25	is	be	AUX
ger-397	142	26	problematic	problematic	ADJ
ger-397	142	27	in	in	ADP
ger-397	142	28	that	that	DET
ger-397	142	29	county	county	NOUN
ger-397	142	30	.	.	PUNCT
ger-397	143	1	table	table	NOUN
ger-397	143	2	1	1	NUM
ger-397	143	3	kenya	kenya	PROPN
ger-397	143	4	’s	’s	PART
ger-397	143	5	gross	gross	ADJ
ger-397	143	6	and	and	CCONJ
ger-397	143	7	net	net	ADJ
ger-397	143	8	enrollment	enrollment	NOUN
ger-397	143	9	ratios	ratio	NOUN
ger-397	143	10	for	for	ADP
ger-397	143	11	ecde	ecde	ADJ
ger-397	143	12	,	,	PUNCT
ger-397	143	13	by	by	ADP
ger-397	143	14	county	county	NOUN
ger-397	143	15	and	and	CCONJ
ger-397	143	16	nationally	nationally	ADV
ger-397	143	17	,	,	PUNCT
ger-397	143	18	2014	2014	NUM
ger-397	143	19	county	county	NOUN
ger-397	143	20	gross	gross	ADJ
ger-397	143	21	enrollment	enrollment	NOUN
ger-397	143	22	ratio	ratio	NOUN
ger-397	143	23	(	(	PUNCT
ger-397	143	24	%	%	INTJ
ger-397	143	25	)	)	PUNCT
ger-397	143	26	net	net	ADJ
ger-397	143	27	enrollment	enrollment	NOUN
ger-397	143	28	ratio	ratio	NOUN
ger-397	143	29	(	(	PUNCT
ger-397	143	30	%	%	INTJ
ger-397	143	31	)	)	PUNCT
ger-397	143	32	embu	embu	NOUN
ger-397	143	33	50.8	50.8	NUM
ger-397	143	34	47.5	47.5	NUM
ger-397	143	35	laikipia	laikipia	PROPN
ger-397	143	36	79.9	79.9	NUM
ger-397	143	37	47.5	47.5	NUM
ger-397	143	38	marsabit	marsabit	NOUN
ger-397	143	39	51.5	51.5	NUM
ger-397	143	40	50.5	50.5	NUM
ger-397	143	41	mombasa	mombasa	PROPN
ger-397	143	42	66.8	66.8	NUM
ger-397	143	43	65.9	65.9	NUM
ger-397	143	44	nairobi	nairobi	PROPN
ger-397	143	45	76.2	76.2	NUM
ger-397	143	46	65.9	65.9	NUM
ger-397	143	47	siaya	siaya	NOUN
ger-397	143	48	73.5	73.5	NUM
ger-397	143	49	71.4	71.4	NUM
ger-397	143	50	uasin	uasin	NOUN
ger-397	143	51	gishu	gishu	NOUN
ger-397	143	52	60.8	60.8	NUM
ger-397	143	53	59.7	59.7	NUM
ger-397	143	54	national	national	ADJ
ger-397	143	55	73.6	73.6	NUM
ger-397	143	56	71.8	71.8	NUM
ger-397	143	57	source	source	NOUN
ger-397	143	58	:	:	PUNCT
ger-397	143	59	ministry	ministry	PROPN
ger-397	143	60	of	of	ADP
ger-397	143	61	education	education	PROPN
ger-397	143	62	,	,	PUNCT
ger-397	143	63	kenya	kenya	PROPN
ger-397	143	64	(	(	PUNCT
ger-397	143	65	2014	2014	NUM
ger-397	143	66	)	)	PUNCT
ger-397	143	67	.	.	PUNCT
ger-397	144	1	54	54	NUM
ger-397	144	2	global	global	ADJ
ger-397	144	3	education	education	NOUN
ger-397	144	4	review	review	NOUN
ger-397	144	5	5(2	5(2	NUM
ger-397	144	6	)	)	PUNCT
ger-397	144	7	table	table	NOUN
ger-397	144	8	2	2	NUM
ger-397	144	9	numbers	number	NOUN
ger-397	144	10	of	of	ADP
ger-397	144	11	public	public	ADJ
ger-397	144	12	and	and	CCONJ
ger-397	144	13	private	private	ADJ
ger-397	144	14	ecde	ecde	ADJ
ger-397	144	15	centers	center	NOUN
ger-397	144	16	and	and	CCONJ
ger-397	144	17	learners	learner	NOUN
ger-397	144	18	enrolled	enrol	VERB
ger-397	144	19	,	,	PUNCT
ger-397	144	20	2014	2014	NUM
ger-397	144	21	county	county	NOUN
ger-397	144	22	number	number	NOUN
ger-397	144	23	of	of	ADP
ger-397	144	24	ecde	ecde	ADJ
ger-397	144	25	centers	center	NOUN
ger-397	144	26	enrollment	enrollment	VERB
ger-397	144	27	public	public	ADJ
ger-397	144	28	private	private	ADJ
ger-397	144	29	total	total	ADJ
ger-397	144	30	public	public	ADJ
ger-397	144	31	private	private	ADJ
ger-397	144	32	total	total	ADJ
ger-397	144	33	embu	embu	NOUN
ger-397	144	34	411	411	NUM
ger-397	144	35	236	236	NUM
ger-397	144	36	647	647	NUM
ger-397	144	37	15,920	15,920	NUM
ger-397	144	38	7,318	7,318	NUM
ger-397	144	39	23,238	23,238	NUM
ger-397	144	40	laikipia	laikipia	NOUN
ger-397	144	41	317	317	NUM
ger-397	144	42	192	192	NUM
ger-397	144	43	509	509	NUM
ger-397	144	44	22,527	22,527	NUM
ger-397	144	45	9,232	9,232	NUM
ger-397	144	46	31,759	31,759	NUM
ger-397	144	47	marsabit	marsabit	NOUN
ger-397	144	48	175	175	NUM
ger-397	144	49	79	79	NUM
ger-397	144	50	254	254	NUM
ger-397	144	51	12,580	12,580	NUM
ger-397	144	52	4,738	4,738	NUM
ger-397	144	53	17,318	17,318	NUM
ger-397	144	54	mombasa	mombasa	NOUN
ger-397	144	55	110	110	NUM
ger-397	144	56	586	586	NUM
ger-397	144	57	696	696	NUM
ger-397	144	58	8,030	8,030	NUM
ger-397	144	59	46,846	46,846	NUM
ger-397	144	60	54,876	54,876	NUM
ger-397	144	61	nairobi	nairobi	PROPN
ger-397	144	62	213	213	NUM
ger-397	144	63	1,841	1,841	NUM
ger-397	144	64	2,054	2,054	NUM
ger-397	144	65	14,793	14,793	NUM
ger-397	144	66	177,977	177,977	NUM
ger-397	144	67	192,770	192,770	NUM
ger-397	144	68	siaya	siaya	NOUN
ger-397	144	69	744	744	NUM
ger-397	144	70	150	150	NUM
ger-397	144	71	894	894	NUM
ger-397	144	72	56,477	56,477	NUM
ger-397	144	73	8,474	8,474	NUM
ger-397	144	74	64,951	64,951	NUM
ger-397	144	75	uasin	uasin	NOUN
ger-397	144	76	gishu	gishu	NOUN
ger-397	144	77	498	498	NUM
ger-397	144	78	313	313	NUM
ger-397	144	79	811	811	NUM
ger-397	144	80	39,049	39,049	NUM
ger-397	144	81	19,455	19,455	NUM
ger-397	144	82	58,504	58,504	NUM
ger-397	144	83	source	source	NOUN
ger-397	144	84	:	:	PUNCT
ger-397	144	85	ministry	ministry	PROPN
ger-397	144	86	of	of	ADP
ger-397	144	87	education	education	PROPN
ger-397	144	88	,	,	PUNCT
ger-397	144	89	kenya	kenya	PROPN
ger-397	144	90	(	(	PUNCT
ger-397	144	91	2014	2014	NUM
ger-397	144	92	)	)	PUNCT
ger-397	144	93	.	.	PUNCT
ger-397	145	1	the	the	DET
ger-397	145	2	balance	balance	NOUN
ger-397	145	3	of	of	ADP
ger-397	145	4	state	state	NOUN
ger-397	145	5	and	and	CCONJ
ger-397	145	6	non	non	ADJ
ger-397	145	7	-	-	ADJ
ger-397	145	8	state	state	ADJ
ger-397	145	9	provision	provision	NOUN
ger-397	145	10	of	of	ADP
ger-397	145	11	ecde	ecde	ADJ
ger-397	145	12	differs	differ	NOUN
ger-397	145	13	by	by	ADP
ger-397	145	14	urban	urban	ADJ
ger-397	145	15	and	and	CCONJ
ger-397	145	16	rural	rural	ADJ
ger-397	145	17	geographies	geography	NOUN
ger-397	145	18	in	in	ADP
ger-397	145	19	kenya	kenya	PROPN
ger-397	145	20	.	.	PUNCT
ger-397	146	1	most	most	ADJ
ger-397	146	2	counties	county	NOUN
ger-397	146	3	provide	provide	VERB
ger-397	146	4	ecde	ecde	ADJ
ger-397	146	5	to	to	ADP
ger-397	146	6	their	their	PRON
ger-397	146	7	young	young	ADJ
ger-397	146	8	children	child	NOUN
ger-397	146	9	primarily	primarily	ADV
ger-397	146	10	through	through	ADP
ger-397	146	11	public	public	ADJ
ger-397	146	12	ecde	ecde	ADJ
ger-397	146	13	centers	center	NOUN
ger-397	146	14	.	.	PUNCT
ger-397	147	1	table	table	NOUN
ger-397	147	2	2	2	NUM
ger-397	147	3	shows	show	VERB
ger-397	147	4	that	that	SCONJ
ger-397	147	5	in	in	ADP
ger-397	147	6	laikipia	laikipia	NOUN
ger-397	147	7	,	,	PUNCT
ger-397	147	8	for	for	ADP
ger-397	147	9	example	example	NOUN
ger-397	147	10	,	,	PUNCT
ger-397	147	11	in	in	ADP
ger-397	147	12	2014	2014	NUM
ger-397	147	13	,	,	PUNCT
ger-397	147	14	many	many	ADJ
ger-397	147	15	more	more	ADJ
ger-397	147	16	learners	learner	NOUN
ger-397	147	17	were	be	AUX
ger-397	147	18	enrolled	enrol	VERB
ger-397	147	19	in	in	ADP
ger-397	147	20	public	public	ADJ
ger-397	147	21	than	than	ADP
ger-397	147	22	private	private	ADJ
ger-397	147	23	centers	center	NOUN
ger-397	147	24	.	.	PUNCT
ger-397	148	1	in	in	ADP
ger-397	148	2	nairobi	nairobi	PROPN
ger-397	148	3	and	and	CCONJ
ger-397	148	4	mombasa	mombasa	PROPN
ger-397	148	5	,	,	PUNCT
ger-397	148	6	the	the	DET
ger-397	148	7	largest	large	ADJ
ger-397	148	8	cities	city	NOUN
ger-397	148	9	in	in	ADP
ger-397	148	10	kenya	kenya	PROPN
ger-397	148	11	,	,	PUNCT
ger-397	148	12	the	the	DET
ger-397	148	13	relationship	relationship	NOUN
ger-397	148	14	was	be	AUX
ger-397	148	15	the	the	DET
ger-397	148	16	opposite	opposite	NOUN
ger-397	148	17	,	,	PUNCT
ger-397	148	18	with	with	ADP
ger-397	148	19	more	more	ADJ
ger-397	148	20	pupils	pupil	NOUN
ger-397	148	21	attending	attend	VERB
ger-397	148	22	private	private	ADJ
ger-397	148	23	ecde	ecde	ADJ
ger-397	148	24	centers	center	NOUN
ger-397	148	25	than	than	ADP
ger-397	148	26	public	public	ADJ
ger-397	148	27	ones	one	NOUN
ger-397	148	28	.	.	PUNCT
ger-397	149	1	in	in	ADP
ger-397	149	2	any	any	DET
ger-397	149	3	case	case	NOUN
ger-397	149	4	,	,	PUNCT
ger-397	149	5	these	these	DET
ger-397	149	6	enrollment	enrollment	NOUN
ger-397	149	7	ratios	ratio	NOUN
ger-397	149	8	are	be	AUX
ger-397	149	9	higher	high	ADJ
ger-397	149	10	than	than	ADP
ger-397	149	11	those	those	PRON
ger-397	149	12	from	from	ADP
ger-397	149	13	other	other	ADJ
ger-397	149	14	countries	country	NOUN
ger-397	149	15	in	in	ADP
ger-397	149	16	the	the	DET
ger-397	149	17	region	region	NOUN
ger-397	149	18	(	(	PUNCT
ger-397	149	19	mccoy	mccoy	PROPN
ger-397	149	20	et	et	PROPN
ger-397	149	21	al	al	PROPN
ger-397	149	22	.	.	PROPN
ger-397	149	23	,	,	PUNCT
ger-397	149	24	2017	2017	NUM
ger-397	149	25	)	)	PUNCT
ger-397	149	26	,	,	PUNCT
ger-397	149	27	although	although	SCONJ
ger-397	149	28	the	the	DET
ger-397	149	29	country	country	NOUN
ger-397	149	30	is	be	AUX
ger-397	149	31	now	now	ADV
ger-397	149	32	emphasizing	emphasize	VERB
ger-397	149	33	the	the	DET
ger-397	149	34	need	need	NOUN
ger-397	149	35	for	for	ADP
ger-397	149	36	increased	increase	VERB
ger-397	149	37	access	access	NOUN
ger-397	149	38	to	to	ADP
ger-397	149	39	ecde	ecde	ADJ
ger-397	149	40	due	due	ADJ
ger-397	149	41	to	to	ADP
ger-397	149	42	greater	great	ADJ
ger-397	149	43	demand	demand	NOUN
ger-397	149	44	from	from	ADP
ger-397	149	45	parents	parent	NOUN
ger-397	149	46	or	or	CCONJ
ger-397	149	47	other	other	ADJ
ger-397	149	48	caregivers	caregiver	NOUN
ger-397	149	49	.	.	PUNCT
ger-397	150	1	tayari	tayari	PROPN
ger-397	150	2	background	background	NOUN
ger-397	150	3	the	the	DET
ger-397	150	4	tayari	tayari	ADJ
ger-397	150	5	intervention	intervention	NOUN
ger-397	150	6	was	be	AUX
ger-397	150	7	designed	design	VERB
ger-397	150	8	to	to	PART
ger-397	150	9	investigate	investigate	VERB
ger-397	150	10	whether	whether	SCONJ
ger-397	150	11	devolved	devolve	VERB
ger-397	150	12	government	government	NOUN
ger-397	150	13	structures	structure	NOUN
ger-397	150	14	can	can	AUX
ger-397	150	15	be	be	AUX
ger-397	150	16	supported	support	VERB
ger-397	150	17	to	to	PART
ger-397	150	18	improve	improve	VERB
ger-397	150	19	the	the	DET
ger-397	150	20	quality	quality	NOUN
ger-397	150	21	of	of	ADP
ger-397	150	22	ecde	ecde	ADJ
ger-397	150	23	,	,	PUNCT
ger-397	150	24	with	with	ADP
ger-397	150	25	a	a	DET
ger-397	150	26	focus	focus	NOUN
ger-397	150	27	on	on	ADP
ger-397	150	28	costeffectiveness	costeffectiveness	NOUN
ger-397	150	29	at	at	ADP
ger-397	150	30	the	the	DET
ger-397	150	31	devolved	devolve	VERB
ger-397	150	32	level	level	NOUN
ger-397	150	33	.	.	PUNCT
ger-397	151	1	the	the	DET
ger-397	151	2	treatment	treatment	NOUN
ger-397	151	3	design	design	NOUN
ger-397	151	4	relies	rely	VERB
ger-397	151	5	on	on	ADP
ger-397	151	6	the	the	DET
ger-397	151	7	county	county	NOUN
ger-397	151	8	governments	government	NOUN
ger-397	151	9	’	’	PART
ger-397	151	10	education	education	NOUN
ger-397	151	11	officers	officer	NOUN
ger-397	151	12	,	,	PUNCT
ger-397	151	13	called	call	VERB
ger-397	151	14	ecde	ecde	ADJ
ger-397	151	15	coordinators	coordinator	NOUN
ger-397	151	16	,	,	PUNCT
ger-397	151	17	to	to	PART
ger-397	151	18	provide	provide	VERB
ger-397	151	19	training	training	NOUN
ger-397	151	20	to	to	ADP
ger-397	151	21	each	each	PRON
ger-397	151	22	of	of	ADP
ger-397	151	23	the	the	DET
ger-397	151	24	preprimary	preprimary	NOUN
ger-397	151	25	1	1	NUM
ger-397	151	26	and	and	CCONJ
ger-397	151	27	preprimary	preprimary	NOUN
ger-397	151	28	2	2	NUM
ger-397	151	29	teachers	teacher	NOUN
ger-397	151	30	within	within	ADP
ger-397	151	31	randomly	randomly	ADV
ger-397	151	32	selected	select	VERB
ger-397	151	33	zones	zone	NOUN
ger-397	151	34	and	and	CCONJ
ger-397	151	35	to	to	PART
ger-397	151	36	provide	provide	VERB
ger-397	151	37	ongoing	ongoing	ADJ
ger-397	151	38	instructional	instructional	ADJ
ger-397	151	39	support	support	NOUN
ger-397	151	40	to	to	ADP
ger-397	151	41	teachers	teacher	NOUN
ger-397	151	42	utilizing	utilize	VERB
ger-397	151	43	the	the	DET
ger-397	151	44	new	new	ADJ
ger-397	151	45	methods	method	NOUN
ger-397	151	46	supported	support	VERB
ger-397	151	47	by	by	ADP
ger-397	151	48	tayari	tayari	PROPN
ger-397	151	49	.	.	PUNCT
ger-397	152	1	the	the	DET
ger-397	152	2	ecde	ecde	ADJ
ger-397	152	3	coordinators	coordinator	NOUN
ger-397	152	4	use	use	VERB
ger-397	152	5	tablets	tablet	NOUN
ger-397	152	6	with	with	ADP
ger-397	152	7	coaching	coaching	NOUN
ger-397	152	8	tools	tool	NOUN
ger-397	152	9	to	to	PART
ger-397	152	10	help	help	VERB
ger-397	152	11	them	they	PRON
ger-397	152	12	give	give	VERB
ger-397	152	13	feedback	feedback	NOUN
ger-397	152	14	to	to	ADP
ger-397	152	15	teachers	teacher	NOUN
ger-397	152	16	implementing	implement	VERB
ger-397	152	17	tayari	tayari	NOUN
ger-397	152	18	in	in	ADP
ger-397	152	19	classrooms	classroom	NOUN
ger-397	152	20	.	.	PUNCT
ger-397	153	1	the	the	DET
ger-397	153	2	data	datum	NOUN
ger-397	153	3	from	from	ADP
ger-397	153	4	those	those	DET
ger-397	153	5	tablets	tablet	NOUN
ger-397	153	6	are	be	AUX
ger-397	153	7	aggregated	aggregate	VERB
ger-397	153	8	and	and	CCONJ
ger-397	153	9	presented	present	VERB
ger-397	153	10	in	in	ADP
ger-397	153	11	a	a	DET
ger-397	153	12	visual	visual	ADJ
ger-397	153	13	“	"	PUNCT
ger-397	153	14	dashboard	dashboard	NOUN
ger-397	153	15	,	,	PUNCT
ger-397	153	16	”	"	PUNCT
ger-397	153	17	which	which	PRON
ger-397	153	18	the	the	DET
ger-397	153	19	ecde	ecde	ADJ
ger-397	153	20	leaders	leader	NOUN
ger-397	153	21	in	in	ADP
ger-397	153	22	each	each	DET
ger-397	153	23	county	county	NOUN
ger-397	153	24	use	use	NOUN
ger-397	153	25	to	to	PART
ger-397	153	26	manage	manage	VERB
ger-397	153	27	and	and	CCONJ
ger-397	153	28	supervise	supervise	VERB
ger-397	153	29	tayari	tayari	PROPN
ger-397	153	30	’s	’s	PART
ger-397	153	31	implementation	implementation	NOUN
ger-397	153	32	quality	quality	NOUN
ger-397	153	33	.	.	PUNCT
ger-397	154	1	based	base	VERB
ger-397	154	2	on	on	ADP
ger-397	154	3	the	the	DET
ger-397	154	4	learning	learning	NOUN
ger-397	154	5	areas	area	NOUN
ger-397	154	6	in	in	ADP
ger-397	154	7	the	the	DET
ger-397	154	8	kenyan	kenyan	ADJ
ger-397	154	9	curriculum	curriculum	NOUN
ger-397	154	10	,	,	PUNCT
ger-397	154	11	children	child	NOUN
ger-397	154	12	are	be	AUX
ger-397	154	13	provided	provide	VERB
ger-397	154	14	with	with	ADP
ger-397	154	15	workbooks	workbook	NOUN
ger-397	154	16	in	in	ADP
ger-397	154	17	language	language	NOUN
ger-397	154	18	and	and	CCONJ
ger-397	154	19	mathematics	mathematic	NOUN
ger-397	154	20	to	to	PART
ger-397	154	21	support	support	VERB
ger-397	154	22	their	their	PRON
ger-397	154	23	daily	daily	ADJ
ger-397	154	24	learning	learning	NOUN
ger-397	154	25	.	.	PUNCT
ger-397	155	1	teachers	teacher	NOUN
ger-397	155	2	receive	receive	VERB
ger-397	155	3	teachers	teacher	NOUN
ger-397	155	4	’	'	PUNCT
ger-397	155	5	guides	guide	NOUN
ger-397	155	6	in	in	ADP
ger-397	155	7	language	language	NOUN
ger-397	155	8	,	,	PUNCT
ger-397	155	9	mathematics	mathematic	NOUN
ger-397	155	10	,	,	PUNCT
ger-397	155	11	and	and	CCONJ
ger-397	155	12	social	social	ADJ
ger-397	155	13	and	and	CCONJ
ger-397	155	14	life	life	NOUN
ger-397	155	15	skills	skill	NOUN
ger-397	155	16	to	to	PART
ger-397	155	17	support	support	VERB
ger-397	155	18	their	their	PRON
ger-397	155	19	instruction	instruction	NOUN
ger-397	155	20	.	.	PUNCT
ger-397	156	1	the	the	DET
ger-397	156	2	teachers	teacher	NOUN
ger-397	156	3	’	'	PUNCT
ger-397	156	4	guides	guide	NOUN
ger-397	156	5	match	match	VERB
ger-397	156	6	the	the	DET
ger-397	156	7	learner	learner	NOUN
ger-397	156	8	workbooks	workbook	NOUN
ger-397	156	9	to	to	PART
ger-397	156	10	support	support	VERB
ger-397	156	11	the	the	DET
ger-397	156	12	teachers	teacher	NOUN
ger-397	156	13	’	'	PUNCT
ger-397	156	14	delivery	delivery	NOUN
ger-397	156	15	of	of	ADP
ger-397	156	16	each	each	DET
ger-397	156	17	individual	individual	ADJ
ger-397	156	18	lesson	lesson	NOUN
ger-397	156	19	in	in	ADP
ger-397	156	20	the	the	DET
ger-397	156	21	workbooks	workbook	NOUN
ger-397	156	22	,	,	PUNCT
ger-397	156	23	which	which	PRON
ger-397	156	24	simplifies	simplify	VERB
ger-397	156	25	teachers	teacher	NOUN
ger-397	156	26	’	’	PART
ger-397	156	27	instructional	instructional	ADJ
ger-397	156	28	practice	practice	NOUN
ger-397	156	29	.	.	PUNCT
ger-397	157	1	tayari	tayari	PROPN
ger-397	157	2	has	have	AUX
ger-397	157	3	supported	support	VERB
ger-397	157	4	county	county	NOUN
ger-397	157	5	-	-	PUNCT
ger-397	157	6	level	level	NOUN
ger-397	157	7	ecde	ecde	ADJ
ger-397	157	8	leaders	leader	NOUN
ger-397	157	9	to	to	PART
ger-397	157	10	improve	improve	VERB
ger-397	157	11	the	the	DET
ger-397	157	12	quality	quality	NOUN
ger-397	157	13	of	of	ADP
ger-397	157	14	ecde	ecde	ADJ
ger-397	157	15	provision	provision	NOUN
ger-397	157	16	and	and	CCONJ
ger-397	157	17	to	to	PART
ger-397	157	18	use	use	VERB
ger-397	157	19	existing	exist	VERB
ger-397	157	20	personnel	personnel	NOUN
ger-397	157	21	to	to	PART
ger-397	157	22	prioritize	prioritize	VERB
ger-397	157	23	quality	quality	NOUN
ger-397	157	24	improvements	improvement	NOUN
ger-397	157	25	.	.	PUNCT
ger-397	158	1	this	this	DET
ger-397	158	2	approach	approach	NOUN
ger-397	158	3	scaling	scale	VERB
ger-397	158	4	up	up	ADP
ger-397	158	5	early	early	ADJ
ger-397	158	6	childhood	childhood	NOUN
ger-397	158	7	development	development	NOUN
ger-397	158	8	and	and	CCONJ
ger-397	158	9	education	education	NOUN
ger-397	158	10	55	55	NUM
ger-397	158	11	has	have	AUX
ger-397	158	12	resulted	result	VERB
ger-397	158	13	in	in	ADP
ger-397	158	14	these	these	DET
ger-397	158	15	officers	officer	NOUN
ger-397	158	16	dramatically	dramatically	ADV
ger-397	158	17	increasing	increase	VERB
ger-397	158	18	the	the	DET
ger-397	158	19	proportion	proportion	NOUN
ger-397	158	20	of	of	ADP
ger-397	158	21	time	time	NOUN
ger-397	158	22	they	they	PRON
ger-397	158	23	spend	spend	VERB
ger-397	158	24	doing	do	VERB
ger-397	158	25	classroom	classroom	NOUN
ger-397	158	26	support	support	NOUN
ger-397	158	27	.	.	PUNCT
ger-397	159	1	it	it	PRON
ger-397	159	2	has	have	AUX
ger-397	159	3	also	also	ADV
ger-397	159	4	helped	help	VERB
ger-397	159	5	two	two	NUM
ger-397	159	6	of	of	ADP
ger-397	159	7	the	the	DET
ger-397	159	8	tayari	tayari	ADJ
ger-397	159	9	-	-	PUNCT
ger-397	159	10	supported	support	VERB
ger-397	159	11	counties	county	NOUN
ger-397	159	12	to	to	PART
ger-397	159	13	use	use	VERB
ger-397	159	14	their	their	PRON
ger-397	159	15	own	own	ADJ
ger-397	159	16	resources	resource	NOUN
ger-397	159	17	to	to	PART
ger-397	159	18	increase	increase	VERB
ger-397	159	19	the	the	DET
ger-397	159	20	number	number	NOUN
ger-397	159	21	of	of	ADP
ger-397	159	22	personnel	personnel	NOUN
ger-397	159	23	who	who	PRON
ger-397	159	24	help	help	VERB
ger-397	159	25	with	with	ADP
ger-397	159	26	ecde	ecde	ADJ
ger-397	159	27	implementation	implementation	NOUN
ger-397	159	28	.	.	PUNCT
ger-397	160	1	in	in	ADP
ger-397	160	2	laikipia	laikipia	PROPN
ger-397	160	3	and	and	CCONJ
ger-397	160	4	siaya	siaya	NOUN
ger-397	160	5	,	,	PUNCT
ger-397	160	6	the	the	DET
ger-397	160	7	county	county	NOUN
ger-397	160	8	-	-	PUNCT
ger-397	160	9	level	level	NOUN
ger-397	160	10	decentralized	decentralize	VERB
ger-397	160	11	system	system	NOUN
ger-397	160	12	increased	increase	VERB
ger-397	160	13	the	the	DET
ger-397	160	14	number	number	NOUN
ger-397	160	15	of	of	ADP
ger-397	160	16	ecde	ecde	ADJ
ger-397	160	17	officers	officer	NOUN
ger-397	160	18	by	by	ADP
ger-397	160	19	10	10	NUM
ger-397	160	20	and	and	CCONJ
ger-397	160	21	6	6	NUM
ger-397	160	22	respectively	respectively	ADV
ger-397	160	23	;	;	PUNCT
ger-397	160	24	these	these	DET
ger-397	160	25	numbers	number	NOUN
ger-397	160	26	represent	represent	VERB
ger-397	160	27	a	a	DET
ger-397	160	28	substantial	substantial	ADJ
ger-397	160	29	increase	increase	NOUN
ger-397	160	30	in	in	ADP
ger-397	160	31	the	the	DET
ger-397	160	32	officers	officer	NOUN
ger-397	160	33	working	work	VERB
ger-397	160	34	on	on	ADP
ger-397	160	35	ecde	ecde	ADJ
ger-397	160	36	.	.	PUNCT
ger-397	161	1	the	the	DET
ger-397	161	2	two	two	NUM
ger-397	161	3	other	other	ADJ
ger-397	161	4	counties	county	NOUN
ger-397	161	5	were	be	AUX
ger-397	161	6	relatively	relatively	ADV
ger-397	161	7	well	well	ADV
ger-397	161	8	staffed	staff	VERB
ger-397	161	9	with	with	ADP
ger-397	161	10	ecde	ecde	ADJ
ger-397	161	11	officers	officer	NOUN
ger-397	161	12	before	before	ADP
ger-397	161	13	tayari	tayari	PROPN
ger-397	161	14	’s	’s	PART
ger-397	161	15	implementation	implementation	NOUN
ger-397	161	16	.	.	PUNCT
ger-397	162	1	research	research	NOUN
ger-397	162	2	design	design	VERB
ger-397	162	3	the	the	DET
ger-397	162	4	overall	overall	ADJ
ger-397	162	5	design	design	NOUN
ger-397	162	6	of	of	ADP
ger-397	162	7	the	the	DET
ger-397	162	8	tayari	tayari	ADJ
ger-397	162	9	program	program	NOUN
ger-397	162	10	is	be	AUX
ger-397	162	11	described	describe	VERB
ger-397	162	12	in	in	ADP
ger-397	162	13	the	the	DET
ger-397	162	14	section	section	NOUN
ger-397	162	15	above	above	ADV
ger-397	162	16	.	.	PUNCT
ger-397	163	1	in	in	ADP
ger-397	163	2	this	this	DET
ger-397	163	3	section	section	NOUN
ger-397	163	4	,	,	PUNCT
ger-397	163	5	we	we	PRON
ger-397	163	6	present	present	VERB
ger-397	163	7	the	the	DET
ger-397	163	8	research	research	NOUN
ger-397	163	9	design	design	NOUN
ger-397	163	10	for	for	ADP
ger-397	163	11	the	the	DET
ger-397	163	12	two	two	NUM
ger-397	163	13	main	main	ADJ
ger-397	163	14	data	datum	NOUN
ger-397	163	15	sets	set	NOUN
ger-397	163	16	used	use	VERB
ger-397	163	17	in	in	ADP
ger-397	163	18	this	this	DET
ger-397	163	19	analysis	analysis	NOUN
ger-397	163	20	.	.	PUNCT
ger-397	164	1	to	to	PART
ger-397	164	2	answer	answer	VERB
ger-397	164	3	our	our	PRON
ger-397	164	4	research	research	NOUN
ger-397	164	5	questions	question	NOUN
ger-397	164	6	,	,	PUNCT
ger-397	164	7	we	we	PRON
ger-397	164	8	first	first	ADV
ger-397	164	9	examined	examine	VERB
ger-397	164	10	qualitative	qualitative	ADJ
ger-397	164	11	interview	interview	NOUN
ger-397	164	12	and	and	CCONJ
ger-397	164	13	focus	focus	NOUN
ger-397	164	14	group	group	NOUN
ger-397	164	15	discussion	discussion	NOUN
ger-397	164	16	data	datum	NOUN
ger-397	164	17	collected	collect	VERB
ger-397	164	18	from	from	ADP
ger-397	164	19	devolved	devolve	VERB
ger-397	164	20	ecde	ecde	ADJ
ger-397	164	21	leaders	leader	NOUN
ger-397	164	22	in	in	ADP
ger-397	164	23	kenya	kenya	PROPN
ger-397	164	24	.	.	PUNCT
ger-397	165	1	using	use	VERB
ger-397	165	2	a	a	DET
ger-397	165	3	structured	structured	ADJ
ger-397	165	4	interview	interview	NOUN
ger-397	165	5	protocol	protocol	NOUN
ger-397	165	6	,	,	PUNCT
ger-397	165	7	the	the	DET
ger-397	165	8	tayari	tayari	ADJ
ger-397	165	9	program	program	NOUN
ger-397	165	10	researchers	researcher	NOUN
ger-397	165	11	collected	collect	VERB
ger-397	165	12	interview	interview	NOUN
ger-397	165	13	data	datum	NOUN
ger-397	165	14	from	from	ADP
ger-397	165	15	51	51	NUM
ger-397	165	16	respondents	respondent	NOUN
ger-397	165	17	through	through	ADP
ger-397	165	18	in	in	ADP
ger-397	165	19	-	-	PUNCT
ger-397	165	20	depth	depth	NOUN
ger-397	165	21	interviews	interview	NOUN
ger-397	165	22	with	with	ADP
ger-397	165	23	policy	policy	NOUN
ger-397	165	24	makers	maker	NOUN
ger-397	165	25	at	at	ADP
ger-397	165	26	the	the	DET
ger-397	165	27	national	national	ADJ
ger-397	165	28	and	and	CCONJ
ger-397	165	29	county	county	NOUN
ger-397	165	30	levels	level	NOUN
ger-397	165	31	and	and	CCONJ
ger-397	165	32	focus	focus	VERB
ger-397	165	33	group	group	NOUN
ger-397	165	34	discussions	discussion	NOUN
ger-397	165	35	with	with	ADP
ger-397	165	36	technical	technical	ADJ
ger-397	165	37	officers	officer	NOUN
ger-397	165	38	at	at	ADP
ger-397	165	39	the	the	DET
ger-397	165	40	county	county	NOUN
ger-397	165	41	level	level	NOUN
ger-397	165	42	.	.	PUNCT
ger-397	166	1	the	the	DET
ger-397	166	2	interviews	interview	NOUN
ger-397	166	3	,	,	PUNCT
ger-397	166	4	conducted	conduct	VERB
ger-397	166	5	between	between	ADP
ger-397	166	6	november	november	PROPN
ger-397	166	7	2016	2016	NUM
ger-397	166	8	and	and	CCONJ
ger-397	166	9	february	february	PROPN
ger-397	166	10	2017	2017	NUM
ger-397	166	11	,	,	PUNCT
ger-397	166	12	explored	explore	VERB
ger-397	166	13	how	how	SCONJ
ger-397	166	14	county	county	NOUN
ger-397	166	15	-	-	PUNCT
ger-397	166	16	level	level	NOUN
ger-397	166	17	personnel	personnel	NOUN
ger-397	166	18	made	make	VERB
ger-397	166	19	decisions	decision	NOUN
ger-397	166	20	on	on	ADP
ger-397	166	21	resource	resource	NOUN
ger-397	166	22	allocations	allocation	NOUN
ger-397	166	23	,	,	PUNCT
ger-397	166	24	whether	whether	SCONJ
ger-397	166	25	a	a	DET
ger-397	166	26	qualityimprovement	qualityimprovement	NOUN
ger-397	166	27	program	program	NOUN
ger-397	166	28	such	such	ADJ
ger-397	166	29	as	as	ADP
ger-397	166	30	tayari	tayari	PROPN
ger-397	166	31	could	could	AUX
ger-397	166	32	have	have	VERB
ger-397	166	33	an	an	DET
ger-397	166	34	impact	impact	NOUN
ger-397	166	35	on	on	ADP
ger-397	166	36	the	the	DET
ger-397	166	37	allocation	allocation	NOUN
ger-397	166	38	decisions	decision	NOUN
ger-397	166	39	made	make	VERB
ger-397	166	40	at	at	ADP
ger-397	166	41	the	the	DET
ger-397	166	42	county	county	NOUN
ger-397	166	43	level	level	NOUN
ger-397	166	44	,	,	PUNCT
ger-397	166	45	and	and	CCONJ
ger-397	166	46	in	in	ADP
ger-397	166	47	what	what	DET
ger-397	166	48	ways	way	NOUN
ger-397	166	49	that	that	SCONJ
ger-397	166	50	impact	impact	NOUN
ger-397	166	51	would	would	AUX
ger-397	166	52	be	be	AUX
ger-397	166	53	evident	evident	ADJ
ger-397	166	54	.	.	PUNCT
ger-397	167	1	the	the	DET
ger-397	167	2	non	non	ADJ
ger-397	167	3	-	-	ADJ
ger-397	167	4	tayari	tayari	ADJ
ger-397	167	5	counties	county	NOUN
ger-397	167	6	were	be	AUX
ger-397	167	7	selected	select	VERB
ger-397	167	8	by	by	ADP
ger-397	167	9	the	the	DET
ger-397	167	10	ministry	ministry	NOUN
ger-397	167	11	leadership	leadership	NOUN
ger-397	167	12	based	base	VERB
ger-397	167	13	on	on	ADP
ger-397	167	14	similarities	similarity	NOUN
ger-397	167	15	to	to	ADP
ger-397	167	16	other	other	ADJ
ger-397	167	17	counties	county	NOUN
ger-397	167	18	in	in	ADP
ger-397	167	19	terms	term	NOUN
ger-397	167	20	of	of	ADP
ger-397	167	21	their	their	PRON
ger-397	167	22	ecde	ecde	ADJ
ger-397	167	23	provision	provision	NOUN
ger-397	167	24	and	and	CCONJ
ger-397	167	25	quality	quality	NOUN
ger-397	167	26	;	;	PUNCT
ger-397	167	27	similarly	similarly	ADV
ger-397	167	28	,	,	PUNCT
ger-397	167	29	the	the	DET
ger-397	167	30	counties	county	NOUN
ger-397	167	31	that	that	PRON
ger-397	167	32	would	would	AUX
ger-397	167	33	implement	implement	VERB
ger-397	167	34	tayari	tayari	PROPN
ger-397	167	35	were	be	AUX
ger-397	167	36	chosen	choose	VERB
ger-397	167	37	based	base	VERB
ger-397	167	38	on	on	ADP
ger-397	167	39	the	the	DET
ger-397	167	40	ministry	ministry	NOUN
ger-397	167	41	’s	’s	PART
ger-397	167	42	view	view	NOUN
ger-397	167	43	of	of	ADP
ger-397	167	44	the	the	DET
ger-397	167	45	status	status	NOUN
ger-397	167	46	of	of	ADP
ger-397	167	47	ecde	ecde	ADJ
ger-397	167	48	across	across	ADP
ger-397	167	49	the	the	DET
ger-397	167	50	country	country	NOUN
ger-397	167	51	.	.	PUNCT
ger-397	168	1	for	for	ADP
ger-397	168	2	the	the	DET
ger-397	168	3	qualitative	qualitative	ADJ
ger-397	168	4	study	study	NOUN
ger-397	168	5	,	,	PUNCT
ger-397	168	6	interviews	interview	NOUN
ger-397	168	7	were	be	AUX
ger-397	168	8	conducted	conduct	VERB
ger-397	168	9	by	by	ADP
ger-397	168	10	policy	policy	NOUN
ger-397	168	11	experts	expert	NOUN
ger-397	168	12	and	and	CCONJ
ger-397	168	13	monitoring	monitoring	NOUN
ger-397	168	14	and	and	CCONJ
ger-397	168	15	evaluation	evaluation	NOUN
ger-397	168	16	staff	staff	NOUN
ger-397	168	17	from	from	ADP
ger-397	168	18	the	the	DET
ger-397	168	19	tayari	tayari	ADJ
ger-397	168	20	program	program	NOUN
ger-397	168	21	.	.	PUNCT
ger-397	169	1	the	the	DET
ger-397	169	2	research	research	NOUN
ger-397	169	3	team	team	NOUN
ger-397	169	4	interviewed	interview	VERB
ger-397	169	5	senior	senior	ADJ
ger-397	169	6	officials	official	NOUN
ger-397	169	7	of	of	ADP
ger-397	169	8	the	the	DET
ger-397	169	9	national	national	ADJ
ger-397	169	10	education	education	NOUN
ger-397	169	11	system	system	NOUN
ger-397	169	12	and	and	CCONJ
ger-397	169	13	policy	policy	NOUN
ger-397	169	14	representatives	representative	NOUN
ger-397	169	15	from	from	ADP
ger-397	169	16	the	the	DET
ger-397	169	17	four	four	NUM
ger-397	169	18	tayari	tayari	ADJ
ger-397	169	19	counties	county	NOUN
ger-397	169	20	and	and	CCONJ
ger-397	169	21	three	three	NUM
ger-397	169	22	selected	select	VERB
ger-397	169	23	non	non	ADJ
ger-397	169	24	-	-	ADJ
ger-397	169	25	tayari	tayari	ADJ
ger-397	169	26	counties	county	NOUN
ger-397	169	27	.	.	PUNCT
ger-397	170	1	among	among	ADP
ger-397	170	2	them	they	PRON
ger-397	170	3	were	be	AUX
ger-397	170	4	national	national	ADJ
ger-397	170	5	ecde	ecde	ADJ
ger-397	170	6	policy	policy	NOUN
ger-397	170	7	leaders	leader	NOUN
ger-397	170	8	,	,	PUNCT
ger-397	170	9	county	county	NOUN
ger-397	170	10	-	-	PUNCT
ger-397	170	11	level	level	NOUN
ger-397	170	12	ecde	ecde	ADJ
ger-397	170	13	leaders	leader	NOUN
ger-397	170	14	,	,	PUNCT
ger-397	170	15	and	and	CCONJ
ger-397	170	16	individuals	individual	NOUN
ger-397	170	17	who	who	PRON
ger-397	170	18	developed	develop	VERB
ger-397	170	19	and	and	CCONJ
ger-397	170	20	managed	manage	VERB
ger-397	170	21	the	the	DET
ger-397	170	22	policies	policy	NOUN
ger-397	170	23	regarding	regard	VERB
ger-397	170	24	ecde	ecde	ADJ
ger-397	170	25	at	at	ADP
ger-397	170	26	both	both	DET
ger-397	170	27	levels	level	NOUN
ger-397	170	28	.	.	PUNCT
ger-397	171	1	the	the	DET
ger-397	171	2	interviews	interview	NOUN
ger-397	171	3	focused	focus	VERB
ger-397	171	4	on	on	ADP
ger-397	171	5	the	the	DET
ger-397	171	6	role	role	NOUN
ger-397	171	7	of	of	ADP
ger-397	171	8	the	the	DET
ger-397	171	9	specific	specific	ADJ
ger-397	171	10	officers	officer	NOUN
ger-397	171	11	in	in	ADP
ger-397	171	12	overseeing	oversee	VERB
ger-397	171	13	the	the	DET
ger-397	171	14	policy	policy	NOUN
ger-397	171	15	aspects	aspect	NOUN
ger-397	171	16	of	of	ADP
ger-397	171	17	ecde	ecde	ADJ
ger-397	171	18	,	,	PUNCT
ger-397	171	19	included	include	VERB
ger-397	171	20	respondents	respondent	NOUN
ger-397	171	21	at	at	ADP
ger-397	171	22	both	both	CCONJ
ger-397	171	23	the	the	DET
ger-397	171	24	national	national	ADJ
ger-397	171	25	and	and	CCONJ
ger-397	171	26	county	county	NOUN
ger-397	171	27	levels	level	NOUN
ger-397	171	28	,	,	PUNCT
ger-397	171	29	and	and	CCONJ
ger-397	171	30	from	from	ADP
ger-397	171	31	tayari	tayari	ADJ
ger-397	171	32	and	and	CCONJ
ger-397	171	33	non	non	ADJ
ger-397	171	34	-	-	ADJ
ger-397	171	35	tayari	tayari	ADJ
ger-397	171	36	counties	county	NOUN
ger-397	171	37	(	(	PUNCT
ger-397	171	38	see	see	VERB
ger-397	171	39	table	table	NOUN
ger-397	171	40	3	3	NUM
ger-397	171	41	)	)	PUNCT
ger-397	171	42	.	.	PUNCT
ger-397	172	1	table	table	NOUN
ger-397	172	2	3	3	NUM
ger-397	172	3	sampling	sampling	NOUN
ger-397	172	4	of	of	ADP
ger-397	172	5	respondents	respondent	NOUN
ger-397	172	6	for	for	ADP
ger-397	172	7	qualitative	qualitative	ADJ
ger-397	172	8	data	datum	NOUN
ger-397	172	9	collection	collection	NOUN
ger-397	172	10	area	area	NOUN
ger-397	172	11	of	of	ADP
ger-397	172	12	interest	interest	NOUN
ger-397	172	13	national	national	ADJ
ger-397	172	14	leaders	leader	NOUN
ger-397	172	15	representatives	representative	NOUN
ger-397	172	16	from	from	ADP
ger-397	172	17	tayari	tayari	ADJ
ger-397	172	18	counties	county	NOUN
ger-397	172	19	representatives	representative	NOUN
ger-397	172	20	from	from	ADP
ger-397	172	21	nontayari	nontayari	ADJ
ger-397	172	22	counties	county	NOUN
ger-397	172	23	policy	policy	NOUN
ger-397	172	24	2	2	NUM
ger-397	172	25	7	7	NUM
ger-397	172	26	3	3	NUM
ger-397	172	27	technical	technical	ADJ
ger-397	172	28	2	2	NUM
ger-397	172	29	22	22	NUM
ger-397	172	30	15	15	NUM
ger-397	172	31	56	56	NUM
ger-397	172	32	global	global	ADJ
ger-397	172	33	education	education	NOUN
ger-397	172	34	review	review	NOUN
ger-397	172	35	5(2	5(2	NUM
ger-397	172	36	)	)	PUNCT
ger-397	172	37	manual	manual	ADJ
ger-397	172	38	transcription	transcription	NOUN
ger-397	172	39	of	of	ADP
ger-397	172	40	the	the	DET
ger-397	172	41	audio	audio	ADJ
ger-397	172	42	data	datum	NOUN
ger-397	172	43	files	file	NOUN
ger-397	172	44	was	be	AUX
ger-397	172	45	done	do	VERB
ger-397	172	46	by	by	ADP
ger-397	172	47	research	research	NOUN
ger-397	172	48	assistants	assistant	NOUN
ger-397	172	49	,	,	PUNCT
ger-397	172	50	and	and	CCONJ
ger-397	172	51	the	the	DET
ger-397	172	52	data	datum	NOUN
ger-397	172	53	were	be	AUX
ger-397	172	54	coded	code	VERB
ger-397	172	55	by	by	ADP
ger-397	172	56	tayari	tayari	ADJ
ger-397	172	57	senior	senior	ADJ
ger-397	172	58	research	research	NOUN
ger-397	172	59	staff	staff	NOUN
ger-397	172	60	.	.	PUNCT
ger-397	173	1	the	the	DET
ger-397	173	2	coded	code	VERB
ger-397	173	3	data	datum	NOUN
ger-397	173	4	were	be	AUX
ger-397	173	5	analyzed	analyze	VERB
ger-397	173	6	using	use	VERB
ger-397	173	7	the	the	DET
ger-397	173	8	nvivo	nvivo	ADJ
ger-397	173	9	qualitative	qualitative	ADJ
ger-397	173	10	data	datum	NOUN
ger-397	173	11	analysis	analysis	NOUN
ger-397	173	12	software	software	NOUN
ger-397	173	13	.	.	PUNCT
ger-397	174	1	coding	code	VERB
ger-397	174	2	of	of	ADP
ger-397	174	3	the	the	DET
ger-397	174	4	transcripts	transcript	NOUN
ger-397	174	5	was	be	AUX
ger-397	174	6	done	do	VERB
ger-397	174	7	to	to	PART
ger-397	174	8	ensure	ensure	VERB
ger-397	174	9	that	that	SCONJ
ger-397	174	10	queries	query	NOUN
ger-397	174	11	were	be	AUX
ger-397	174	12	easily	easily	ADV
ger-397	174	13	run	run	VERB
ger-397	174	14	using	use	VERB
ger-397	174	15	the	the	DET
ger-397	174	16	nvivo	nvivo	ADJ
ger-397	174	17	analysis	analysis	NOUN
ger-397	174	18	software	software	NOUN
ger-397	174	19	.	.	PUNCT
ger-397	175	1	in	in	ADP
ger-397	175	2	the	the	DET
ger-397	175	3	next	next	ADJ
ger-397	175	4	section	section	NOUN
ger-397	175	5	we	we	PRON
ger-397	175	6	present	present	VERB
ger-397	175	7	qualitative	qualitative	ADJ
ger-397	175	8	and	and	CCONJ
ger-397	175	9	quantitative	quantitative	ADJ
ger-397	175	10	data	datum	NOUN
ger-397	175	11	from	from	ADP
ger-397	175	12	the	the	DET
ger-397	175	13	longitudinal	longitudinal	ADJ
ger-397	175	14	study	study	NOUN
ger-397	175	15	designed	design	VERB
ger-397	175	16	to	to	PART
ger-397	175	17	estimate	estimate	VERB
ger-397	175	18	the	the	DET
ger-397	175	19	impact	impact	NOUN
ger-397	175	20	of	of	ADP
ger-397	175	21	tayari	tayari	NOUN
ger-397	175	22	on	on	ADP
ger-397	175	23	school	school	NOUN
ger-397	175	24	readiness	readiness	NOUN
ger-397	175	25	.	.	PUNCT
ger-397	176	1	to	to	PART
ger-397	176	2	generate	generate	VERB
ger-397	176	3	an	an	DET
ger-397	176	4	unbiased	unbiased	ADJ
ger-397	176	5	estimate	estimate	NOUN
ger-397	176	6	,	,	PUNCT
ger-397	176	7	the	the	DET
ger-397	176	8	tayari	tayari	ADJ
ger-397	176	9	longitudinal	longitudinal	ADJ
ger-397	176	10	evaluation	evaluation	NOUN
ger-397	176	11	randomly	randomly	ADV
ger-397	176	12	selected	select	VERB
ger-397	176	13	zones	zone	NOUN
ger-397	176	14	of	of	ADP
ger-397	176	15	public	public	ADJ
ger-397	176	16	schools	school	NOUN
ger-397	176	17	from	from	ADP
ger-397	176	18	each	each	PRON
ger-397	176	19	of	of	ADP
ger-397	176	20	the	the	DET
ger-397	176	21	four	four	NUM
ger-397	176	22	counties	county	NOUN
ger-397	176	23	,	,	PUNCT
ger-397	176	24	as	as	ADV
ger-397	176	25	well	well	ADV
ger-397	176	26	as	as	ADP
ger-397	176	27	low	low	ADJ
ger-397	176	28	-	-	PUNCT
ger-397	176	29	cost	cost	NOUN
ger-397	176	30	private	private	ADJ
ger-397	176	31	institutions	institution	NOUN
ger-397	176	32	in	in	ADP
ger-397	176	33	the	the	DET
ger-397	176	34	nonformal	nonformal	NOUN
ger-397	176	35	settlements	settlement	NOUN
ger-397	176	36	of	of	ADP
ger-397	176	37	nairobi,3	nairobi,3	NOUN
ger-397	176	38	and	and	CCONJ
ger-397	176	39	randomly	randomly	ADV
ger-397	176	40	assigned	assign	VERB
ger-397	176	41	them	they	PRON
ger-397	176	42	to	to	ADP
ger-397	176	43	treatment	treatment	NOUN
ger-397	176	44	and	and	CCONJ
ger-397	176	45	control	control	NOUN
ger-397	176	46	groups	group	NOUN
ger-397	176	47	.	.	PUNCT
ger-397	177	1	all	all	DET
ger-397	177	2	schools	school	NOUN
ger-397	177	3	in	in	ADP
ger-397	177	4	each	each	DET
ger-397	177	5	zone	zone	NOUN
ger-397	177	6	implemented	implement	VERB
ger-397	177	7	the	the	DET
ger-397	177	8	same	same	ADJ
ger-397	177	9	treatment	treatment	NOUN
ger-397	177	10	,	,	PUNCT
ger-397	177	11	but	but	CCONJ
ger-397	177	12	for	for	ADP
ger-397	177	13	the	the	DET
ger-397	177	14	purposes	purpose	NOUN
ger-397	177	15	of	of	ADP
ger-397	177	16	the	the	DET
ger-397	177	17	longitudinal	longitudinal	ADJ
ger-397	177	18	evaluation	evaluation	NOUN
ger-397	177	19	,	,	PUNCT
ger-397	177	20	schools	school	NOUN
ger-397	177	21	were	be	AUX
ger-397	177	22	randomly	randomly	ADV
ger-397	177	23	selected	select	VERB
ger-397	177	24	for	for	ADP
ger-397	177	25	inclusion	inclusion	NOUN
ger-397	177	26	in	in	ADP
ger-397	177	27	the	the	DET
ger-397	177	28	study	study	NOUN
ger-397	177	29	.	.	PUNCT
ger-397	178	1	the	the	DET
ger-397	178	2	tayari	tayari	ADJ
ger-397	178	3	team	team	NOUN
ger-397	178	4	then	then	ADV
ger-397	178	5	followed	follow	VERB
ger-397	178	6	a	a	DET
ger-397	178	7	set	set	NOUN
ger-397	178	8	of	of	ADP
ger-397	178	9	children	child	NOUN
ger-397	178	10	from	from	ADP
ger-397	178	11	the	the	DET
ger-397	178	12	january	january	PROPN
ger-397	178	13	2016	2016	NUM
ger-397	178	14	baseline	baseline	NOUN
ger-397	178	15	period	period	NOUN
ger-397	178	16	to	to	ADP
ger-397	178	17	the	the	DET
ger-397	178	18	october	october	PROPN
ger-397	178	19	2016	2016	NUM
ger-397	178	20	midline	midline	NOUN
ger-397	178	21	assessment	assessment	NOUN
ger-397	178	22	to	to	PART
ger-397	178	23	determine	determine	VERB
ger-397	178	24	how	how	SCONJ
ger-397	178	25	their	their	PRON
ger-397	178	26	school	school	NOUN
ger-397	178	27	readiness	readiness	NOUN
ger-397	178	28	outcomes	outcome	NOUN
ger-397	178	29	changed	change	VERB
ger-397	178	30	over	over	ADP
ger-397	178	31	time	time	NOUN
ger-397	178	32	.	.	PUNCT
ger-397	179	1	the	the	DET
ger-397	179	2	resulting	result	VERB
ger-397	179	3	data	datum	NOUN
ger-397	179	4	set	set	VERB
ger-397	179	5	contains	contain	VERB
ger-397	179	6	information	information	NOUN
ger-397	179	7	collected	collect	VERB
ger-397	179	8	from	from	ADP
ger-397	179	9	2,891	2,891	NUM
ger-397	179	10	children	child	NOUN
ger-397	179	11	at	at	ADP
ger-397	179	12	the	the	DET
ger-397	179	13	preprimary	preprimary	NOUN
ger-397	179	14	1	1	NUM
ger-397	179	15	(	(	PUNCT
ger-397	179	16	4	4	NUM
ger-397	179	17	years	year	NOUN
ger-397	179	18	old	old	ADJ
ger-397	179	19	)	)	PUNCT
ger-397	179	20	and	and	CCONJ
ger-397	179	21	preprimary	preprimary	NOUN
ger-397	179	22	2	2	NUM
ger-397	179	23	(	(	PUNCT
ger-397	179	24	5	5	NUM
ger-397	179	25	years	year	NOUN
ger-397	179	26	old	old	ADJ
ger-397	179	27	)	)	PUNCT
ger-397	179	28	levels	level	NOUN
ger-397	179	29	at	at	ADP
ger-397	179	30	both	both	CCONJ
ger-397	179	31	the	the	DET
ger-397	179	32	baseline	baseline	NOUN
ger-397	179	33	and	and	CCONJ
ger-397	179	34	midline	midline	VERB
ger-397	179	35	assessment	assessment	NOUN
ger-397	179	36	,	,	PUNCT
ger-397	179	37	making	make	VERB
ger-397	179	38	it	it	PRON
ger-397	179	39	one	one	NUM
ger-397	179	40	of	of	ADP
ger-397	179	41	the	the	DET
ger-397	179	42	largest	large	ADJ
ger-397	179	43	ongoing	ongoing	ADJ
ger-397	179	44	longitudinal	longitudinal	ADJ
ger-397	179	45	studies	study	NOUN
ger-397	179	46	of	of	ADP
ger-397	179	47	school	school	NOUN
ger-397	179	48	readiness	readiness	NOUN
ger-397	179	49	in	in	ADP
ger-397	179	50	sub	sub	ADJ
ger-397	179	51	-	-	ADJ
ger-397	179	52	saharan	saharan	ADJ
ger-397	179	53	africa	africa	PROPN
ger-397	179	54	.	.	PUNCT
ger-397	180	1	to	to	PART
ger-397	180	2	estimate	estimate	VERB
ger-397	180	3	the	the	DET
ger-397	180	4	effect	effect	NOUN
ger-397	180	5	of	of	ADP
ger-397	180	6	tayari	tayari	NOUN
ger-397	180	7	on	on	ADP
ger-397	180	8	school	school	NOUN
ger-397	180	9	readiness	readiness	NOUN
ger-397	180	10	,	,	PUNCT
ger-397	180	11	we	we	PRON
ger-397	180	12	fit	fit	VERB
ger-397	180	13	a	a	DET
ger-397	180	14	regression	regression	NOUN
ger-397	180	15	model	model	NOUN
ger-397	180	16	in	in	ADP
ger-397	180	17	the	the	DET
ger-397	180	18	stata	stata	ADJ
ger-397	180	19	statistical	statistical	ADJ
ger-397	180	20	package	package	NOUN
ger-397	180	21	.	.	PUNCT
ger-397	181	1	the	the	DET
ger-397	181	2	outcome	outcome	NOUN
ger-397	181	3	variable	variable	NOUN
ger-397	181	4	was	be	AUX
ger-397	181	5	a	a	DET
ger-397	181	6	composite	composite	NOUN
ger-397	181	7	called	call	VERB
ger-397	181	8	school	school	NOUN
ger-397	181	9	readiness	readiness	NOUN
ger-397	181	10	,	,	PUNCT
ger-397	181	11	which	which	PRON
ger-397	181	12	indexed	index	VERB
ger-397	181	13	school	school	NOUN
ger-397	181	14	readiness	readiness	NOUN
ger-397	181	15	across	across	ADP
ger-397	181	16	a	a	DET
ger-397	181	17	set	set	NOUN
ger-397	181	18	of	of	ADP
ger-397	181	19	10	10	NUM
ger-397	181	20	outcomes	outcome	NOUN
ger-397	181	21	that	that	PRON
ger-397	181	22	were	be	AUX
ger-397	181	23	determined	determine	VERB
ger-397	181	24	by	by	ADP
ger-397	181	25	the	the	DET
ger-397	181	26	ministry	ministry	PROPN
ger-397	181	27	of	of	ADP
ger-397	181	28	education	education	PROPN
ger-397	181	29	and	and	CCONJ
ger-397	181	30	an	an	DET
ger-397	181	31	external	external	ADJ
ger-397	181	32	evaluator	evaluator	NOUN
ger-397	181	33	.	.	PUNCT
ger-397	182	1	the	the	DET
ger-397	182	2	regression	regression	NOUN
ger-397	182	3	model	model	NOUN
ger-397	182	4	estimated	estimate	VERB
ger-397	182	5	october	october	PROPN
ger-397	182	6	2016	2016	NUM
ger-397	182	7	school	school	NOUN
ger-397	182	8	readiness	readiness	NOUN
ger-397	182	9	levels	level	NOUN
ger-397	182	10	,	,	PUNCT
ger-397	182	11	controlling	control	VERB
ger-397	182	12	for	for	ADP
ger-397	182	13	school	school	NOUN
ger-397	182	14	readiness	readiness	NOUN
ger-397	182	15	scores	score	NOUN
ger-397	182	16	at	at	ADP
ger-397	182	17	the	the	DET
ger-397	182	18	january	january	PROPN
ger-397	182	19	2016	2016	NUM
ger-397	182	20	baseline	baseline	NOUN
ger-397	182	21	.	.	PUNCT
ger-397	183	1	the	the	DET
ger-397	183	2	parameter	parameter	NOUN
ger-397	183	3	estimate	estimate	NOUN
ger-397	183	4	on	on	ADP
ger-397	183	5	the	the	DET
ger-397	183	6	treatment	treatment	NOUN
ger-397	183	7	variable	variable	NOUN
ger-397	183	8	was	be	AUX
ger-397	183	9	the	the	DET
ger-397	183	10	causal	causal	ADJ
ger-397	183	11	effect	effect	NOUN
ger-397	183	12	of	of	ADP
ger-397	183	13	tayari	tayari	PROPN
ger-397	183	14	.	.	PUNCT
ger-397	184	1	we	we	PRON
ger-397	184	2	present	present	VERB
ger-397	184	3	regression	regression	NOUN
ger-397	184	4	coefficients	coefficient	NOUN
ger-397	184	5	for	for	ADP
ger-397	184	6	the	the	DET
ger-397	184	7	treatment	treatment	NOUN
ger-397	184	8	variable	variable	NOUN
ger-397	184	9	in	in	ADP
ger-397	184	10	models	model	NOUN
ger-397	184	11	with	with	ADP
ger-397	184	12	and	and	CCONJ
ger-397	184	13	without	without	ADP
ger-397	184	14	control	control	NOUN
ger-397	184	15	variables	variable	NOUN
ger-397	184	16	.	.	PUNCT
ger-397	185	1	control	control	NOUN
ger-397	185	2	variables	variable	NOUN
ger-397	185	3	included	include	VERB
ger-397	185	4	grade	grade	NOUN
ger-397	185	5	,	,	PUNCT
ger-397	185	6	gender	gender	NOUN
ger-397	185	7	,	,	PUNCT
ger-397	185	8	county	county	NOUN
ger-397	185	9	,	,	PUNCT
ger-397	185	10	and	and	CCONJ
ger-397	185	11	age	age	NOUN
ger-397	185	12	.	.	PUNCT
ger-397	186	1	in	in	ADP
ger-397	186	2	addition	addition	NOUN
ger-397	186	3	,	,	PUNCT
ger-397	186	4	we	we	PRON
ger-397	186	5	fit	fit	VERB
ger-397	186	6	regression	regression	NOUN
ger-397	186	7	models	model	NOUN
ger-397	186	8	for	for	ADP
ger-397	186	9	each	each	DET
ger-397	186	10	grade	grade	NOUN
ger-397	186	11	,	,	PUNCT
ger-397	186	12	for	for	ADP
ger-397	186	13	each	each	DET
ger-397	186	14	county	county	NOUN
ger-397	186	15	,	,	PUNCT
ger-397	186	16	for	for	ADP
ger-397	186	17	both	both	DET
ger-397	186	18	genders	gender	NOUN
ger-397	186	19	,	,	PUNCT
ger-397	186	20	and	and	CCONJ
ger-397	186	21	for	for	SCONJ
ger-397	186	22	public	public	ADJ
ger-397	186	23	and	and	CCONJ
ger-397	186	24	apbet	apbet	ADJ
ger-397	186	25	institutions	institution	NOUN
ger-397	186	26	to	to	PART
ger-397	186	27	determine	determine	VERB
ger-397	186	28	whether	whether	SCONJ
ger-397	186	29	the	the	DET
ger-397	186	30	effects	effect	NOUN
ger-397	186	31	of	of	ADP
ger-397	186	32	tayari	tayari	NOUN
ger-397	186	33	were	be	AUX
ger-397	186	34	moderated	moderate	VERB
ger-397	186	35	by	by	ADP
ger-397	186	36	these	these	DET
ger-397	186	37	control	control	NOUN
ger-397	186	38	variables	variable	NOUN
ger-397	186	39	.	.	PUNCT
ger-397	187	1	findings	finding	NOUN
ger-397	187	2	we	we	PRON
ger-397	187	3	have	have	AUX
ger-397	187	4	organized	organize	VERB
ger-397	187	5	our	our	PRON
ger-397	187	6	findings	finding	NOUN
ger-397	187	7	based	base	VERB
ger-397	187	8	on	on	ADP
ger-397	187	9	the	the	DET
ger-397	187	10	six	six	NUM
ger-397	187	11	elements	element	NOUN
ger-397	187	12	of	of	ADP
ger-397	187	13	high	high	ADJ
ger-397	187	14	-	-	PUNCT
ger-397	187	15	quality	quality	NOUN
ger-397	187	16	ecde	ecde	NOUN
ger-397	187	17	described	describe	VERB
ger-397	187	18	by	by	ADP
ger-397	187	19	rossiter	rossiter	NOUN
ger-397	187	20	(	(	PUNCT
ger-397	187	21	2016	2016	NUM
ger-397	187	22	)	)	PUNCT
ger-397	187	23	.	.	PUNCT
ger-397	188	1	research	research	NOUN
ger-397	188	2	question	question	NOUN
ger-397	188	3	1	1	NUM
ger-397	188	4	:	:	PUNCT
ger-397	188	5	systems	system	NOUN
ger-397	188	6	,	,	PUNCT
ger-397	188	7	financing	financing	NOUN
ger-397	188	8	,	,	PUNCT
ger-397	188	9	management	management	NOUN
ger-397	188	10	,	,	PUNCT
ger-397	188	11	and	and	CCONJ
ger-397	188	12	leadership	leadership	VERB
ger-397	188	13	our	our	PRON
ger-397	188	14	first	first	ADJ
ger-397	188	15	research	research	NOUN
ger-397	188	16	question	question	NOUN
ger-397	188	17	prompted	prompt	VERB
ger-397	188	18	us	we	PRON
ger-397	188	19	to	to	PART
ger-397	188	20	investigate	investigate	VERB
ger-397	188	21	how	how	SCONJ
ger-397	188	22	county	county	NOUN
ger-397	188	23	-	-	PUNCT
ger-397	188	24	level	level	NOUN
ger-397	188	25	staff	staff	NOUN
ger-397	188	26	make	make	VERB
ger-397	188	27	decisions	decision	NOUN
ger-397	188	28	about	about	ADP
ger-397	188	29	resource	resource	NOUN
ger-397	188	30	allocations	allocation	NOUN
ger-397	188	31	in	in	ADP
ger-397	188	32	the	the	DET
ger-397	188	33	context	context	NOUN
ger-397	188	34	of	of	ADP
ger-397	188	35	decentralized	decentralized	ADJ
ger-397	188	36	decision	decision	NOUN
ger-397	188	37	-	-	PUNCT
ger-397	188	38	making	making	NOUN
ger-397	188	39	in	in	ADP
ger-397	188	40	kenya	kenya	NOUN
ger-397	188	41	.	.	PUNCT
ger-397	189	1	the	the	DET
ger-397	189	2	interview	interview	NOUN
ger-397	189	3	and	and	CCONJ
ger-397	189	4	focus	focus	NOUN
ger-397	189	5	group	group	NOUN
ger-397	189	6	data	datum	NOUN
ger-397	189	7	analysis	analysis	NOUN
ger-397	189	8	indicated	indicate	VERB
ger-397	189	9	that	that	SCONJ
ger-397	189	10	all	all	DET
ger-397	189	11	the	the	DET
ger-397	189	12	assessed	assessed	ADJ
ger-397	189	13	counties	county	NOUN
ger-397	189	14	received	receive	VERB
ger-397	189	15	unrestricted	unrestricted	ADJ
ger-397	189	16	block	block	NOUN
ger-397	189	17	grants	grant	NOUN
ger-397	189	18	from	from	ADP
ger-397	189	19	the	the	DET
ger-397	189	20	central	central	ADJ
ger-397	189	21	government	government	NOUN
ger-397	189	22	to	to	PART
ger-397	189	23	support	support	VERB
ger-397	189	24	county	county	NOUN
ger-397	189	25	functions	function	NOUN
ger-397	189	26	,	,	PUNCT
ger-397	189	27	including	include	VERB
ger-397	189	28	ecde	ecde	ADJ
ger-397	189	29	.	.	PUNCT
ger-397	190	1	these	these	DET
ger-397	190	2	block	block	NOUN
ger-397	190	3	grants	grant	NOUN
ger-397	190	4	depended	depend	VERB
ger-397	190	5	on	on	ADP
ger-397	190	6	a	a	DET
ger-397	190	7	formula	formula	NOUN
ger-397	190	8	that	that	PRON
ger-397	190	9	identified	identify	VERB
ger-397	190	10	population	population	NOUN
ger-397	190	11	as	as	ADP
ger-397	190	12	one	one	NUM
ger-397	190	13	of	of	ADP
ger-397	190	14	the	the	DET
ger-397	190	15	key	key	ADJ
ger-397	190	16	criteria	criterion	NOUN
ger-397	190	17	.	.	PUNCT
ger-397	191	1	the	the	DET
ger-397	191	2	respondents	respondent	NOUN
ger-397	191	3	noted	note	VERB
ger-397	191	4	that	that	SCONJ
ger-397	191	5	members	member	NOUN
ger-397	191	6	of	of	ADP
ger-397	191	7	county	county	NOUN
ger-397	191	8	assemblies	assembly	NOUN
ger-397	191	9	(	(	PUNCT
ger-397	191	10	mcas	mcas	PROPN
ger-397	191	11	)	)	PUNCT
ger-397	191	12	have	have	VERB
ger-397	191	13	the	the	DET
ger-397	191	14	final	final	ADJ
ger-397	191	15	say	say	NOUN
ger-397	191	16	in	in	ADP
ger-397	191	17	deciding	decide	VERB
ger-397	191	18	how	how	SCONJ
ger-397	191	19	much	much	ADJ
ger-397	191	20	money	money	NOUN
ger-397	191	21	is	be	AUX
ger-397	191	22	spent	spend	VERB
ger-397	191	23	on	on	ADP
ger-397	191	24	particular	particular	ADJ
ger-397	191	25	sectors	sector	NOUN
ger-397	191	26	,	,	PUNCT
ger-397	191	27	including	include	VERB
ger-397	191	28	ecde	ecde	ADJ
ger-397	191	29	.	.	PUNCT
ger-397	192	1	mcas	mcas	PROPN
ger-397	192	2	are	be	AUX
ger-397	192	3	legislators	legislator	NOUN
ger-397	192	4	in	in	ADP
ger-397	192	5	the	the	DET
ger-397	192	6	county	county	NOUN
ger-397	192	7	parliament	parliament	NOUN
ger-397	192	8	(	(	PUNCT
ger-397	192	9	i.e.	i.e.	X
ger-397	192	10	,	,	PUNCT
ger-397	192	11	the	the	DET
ger-397	192	12	scaling	scaling	NOUN
ger-397	192	13	up	up	ADP
ger-397	192	14	early	early	ADJ
ger-397	192	15	childhood	childhood	NOUN
ger-397	192	16	development	development	NOUN
ger-397	192	17	and	and	CCONJ
ger-397	192	18	education	education	NOUN
ger-397	192	19	57	57	NUM
ger-397	192	20	county	county	NOUN
ger-397	192	21	assembly	assembly	NOUN
ger-397	192	22	)	)	PUNCT
ger-397	192	23	.	.	PUNCT
ger-397	193	1	one	one	NUM
ger-397	193	2	of	of	ADP
ger-397	193	3	the	the	DET
ger-397	193	4	roles	role	NOUN
ger-397	193	5	of	of	ADP
ger-397	193	6	mcas	mcas	PROPN
ger-397	193	7	is	be	AUX
ger-397	193	8	to	to	PART
ger-397	193	9	approve	approve	VERB
ger-397	193	10	county	county	NOUN
ger-397	193	11	budgets	budget	NOUN
ger-397	193	12	.	.	PUNCT
ger-397	194	1	although	although	SCONJ
ger-397	194	2	the	the	DET
ger-397	194	3	mcas	mcas	PROPN
ger-397	194	4	make	make	VERB
ger-397	194	5	the	the	DET
ger-397	194	6	final	final	ADJ
ger-397	194	7	decisions	decision	NOUN
ger-397	194	8	,	,	PUNCT
ger-397	194	9	there	there	PRON
ger-397	194	10	is	be	VERB
ger-397	194	11	nominal	nominal	ADJ
ger-397	194	12	public	public	ADJ
ger-397	194	13	participation	participation	NOUN
ger-397	194	14	in	in	ADP
ger-397	194	15	the	the	DET
ger-397	194	16	discussions	discussion	NOUN
ger-397	194	17	on	on	ADP
ger-397	194	18	the	the	DET
ger-397	194	19	county	county	NOUN
ger-397	194	20	integrated	integrate	VERB
ger-397	194	21	development	development	NOUN
ger-397	194	22	plans	plan	NOUN
ger-397	194	23	,	,	PUNCT
ger-397	194	24	where	where	SCONJ
ger-397	194	25	technical	technical	ADJ
ger-397	194	26	officers	officer	NOUN
ger-397	194	27	,	,	PUNCT
ger-397	194	28	including	include	VERB
ger-397	194	29	those	those	PRON
ger-397	194	30	with	with	ADP
ger-397	194	31	expertise	expertise	NOUN
ger-397	194	32	in	in	ADP
ger-397	194	33	ecde	ecde	ADJ
ger-397	194	34	,	,	PUNCT
ger-397	194	35	give	give	VERB
ger-397	194	36	their	their	PRON
ger-397	194	37	input	input	NOUN
ger-397	194	38	.	.	PUNCT
ger-397	195	1	the	the	DET
ger-397	195	2	interviews	interview	NOUN
ger-397	195	3	revealed	reveal	VERB
ger-397	195	4	that	that	SCONJ
ger-397	195	5	some	some	DET
ger-397	195	6	counties	county	NOUN
ger-397	195	7	have	have	AUX
ger-397	195	8	supplemented	supplement	VERB
ger-397	195	9	the	the	DET
ger-397	195	10	funding	funding	NOUN
ger-397	195	11	from	from	ADP
ger-397	195	12	central	central	ADJ
ger-397	195	13	government	government	NOUN
ger-397	195	14	with	with	ADP
ger-397	195	15	revenues	revenue	NOUN
ger-397	195	16	collected	collect	VERB
ger-397	195	17	at	at	ADP
ger-397	195	18	the	the	DET
ger-397	195	19	county	county	NOUN
ger-397	195	20	level	level	NOUN
ger-397	195	21	,	,	PUNCT
ger-397	195	22	although	although	SCONJ
ger-397	195	23	the	the	DET
ger-397	195	24	percentage	percentage	NOUN
ger-397	195	25	of	of	ADP
ger-397	195	26	this	this	DET
ger-397	195	27	funding	funding	NOUN
ger-397	195	28	allocated	allocate	VERB
ger-397	195	29	to	to	ADP
ger-397	195	30	the	the	DET
ger-397	195	31	ecde	ecde	ADJ
ger-397	195	32	subsector	subsector	NOUN
ger-397	195	33	was	be	AUX
ger-397	195	34	unclear	unclear	ADJ
ger-397	195	35	.	.	PUNCT
ger-397	196	1	table	table	NOUN
ger-397	196	2	4	4	NUM
ger-397	196	3	shows	show	VERB
ger-397	196	4	the	the	DET
ger-397	196	5	allocation	allocation	NOUN
ger-397	196	6	of	of	ADP
ger-397	196	7	block	block	NOUN
ger-397	196	8	grant	grant	NOUN
ger-397	196	9	revenues	revenue	NOUN
ger-397	196	10	to	to	ADP
ger-397	196	11	the	the	DET
ger-397	196	12	researched	researched	ADJ
ger-397	196	13	counties	county	NOUN
ger-397	196	14	between	between	ADP
ger-397	196	15	fiscal	fiscal	ADJ
ger-397	196	16	year	year	NOUN
ger-397	196	17	(	(	PUNCT
ger-397	196	18	fy	fy	PROPN
ger-397	196	19	)	)	PUNCT
ger-397	196	20	2015/16	2015/16	NUM
ger-397	196	21	and	and	CCONJ
ger-397	196	22	fy	fy	PROPN
ger-397	196	23	2016/17	2016/17	NUM
ger-397	196	24	.	.	PUNCT
ger-397	196	25	to	to	PART
ger-397	196	26	understand	understand	VERB
ger-397	196	27	how	how	SCONJ
ger-397	196	28	decisions	decision	NOUN
ger-397	196	29	on	on	ADP
ger-397	196	30	ecde	ecde	ADJ
ger-397	196	31	were	be	AUX
ger-397	196	32	made	make	VERB
ger-397	196	33	,	,	PUNCT
ger-397	196	34	we	we	PRON
ger-397	196	35	examined	examine	VERB
ger-397	196	36	the	the	DET
ger-397	196	37	process	process	NOUN
ger-397	196	38	by	by	ADP
ger-397	196	39	which	which	PRON
ger-397	196	40	the	the	DET
ger-397	196	41	block	block	NOUN
ger-397	196	42	grant	grant	NOUN
ger-397	196	43	amounts	amount	NOUN
ger-397	196	44	were	be	AUX
ger-397	196	45	allocated	allocate	VERB
ger-397	196	46	to	to	ADP
ger-397	196	47	particular	particular	ADJ
ger-397	196	48	sectors	sector	NOUN
ger-397	196	49	.	.	PUNCT
ger-397	197	1	the	the	DET
ger-397	197	2	results	result	NOUN
ger-397	197	3	showed	show	VERB
ger-397	197	4	that	that	SCONJ
ger-397	197	5	ecde	ecde	ADJ
ger-397	197	6	funds	fund	NOUN
ger-397	197	7	were	be	AUX
ger-397	197	8	combined	combine	VERB
ger-397	197	9	under	under	ADP
ger-397	197	10	the	the	DET
ger-397	197	11	education	education	NOUN
ger-397	197	12	department	department	NOUN
ger-397	197	13	,	,	PUNCT
ger-397	197	14	which	which	PRON
ger-397	197	15	also	also	ADV
ger-397	197	16	comprises	comprise	VERB
ger-397	197	17	vocational	vocational	ADJ
ger-397	197	18	education	education	NOUN
ger-397	197	19	—	—	PUNCT
ger-397	197	20	another	another	DET
ger-397	197	21	devolved	devolve	VERB
ger-397	197	22	function	function	NOUN
ger-397	197	23	.	.	PUNCT
ger-397	198	1	this	this	DET
ger-397	198	2	combination	combination	NOUN
ger-397	198	3	of	of	ADP
ger-397	198	4	educational	educational	ADJ
ger-397	198	5	subsectors	subsector	NOUN
ger-397	198	6	makes	make	VERB
ger-397	198	7	it	it	PRON
ger-397	198	8	somewhat	somewhat	ADV
ger-397	198	9	difficult	difficult	ADJ
ger-397	198	10	for	for	SCONJ
ger-397	198	11	counties	county	NOUN
ger-397	198	12	to	to	PART
ger-397	198	13	allocate	allocate	VERB
ger-397	198	14	sufficient	sufficient	ADJ
ger-397	198	15	resources	resource	NOUN
ger-397	198	16	to	to	PART
ger-397	198	17	ecde	ecde	VERB
ger-397	198	18	given	give	VERB
ger-397	198	19	that	that	SCONJ
ger-397	198	20	the	the	DET
ger-397	198	21	choices	choice	NOUN
ger-397	198	22	between	between	ADP
ger-397	198	23	those	those	DET
ger-397	198	24	subsectors	subsector	NOUN
ger-397	198	25	might	might	AUX
ger-397	198	26	be	be	AUX
ger-397	198	27	influenced	influence	VERB
ger-397	198	28	by	by	ADP
ger-397	198	29	non	non	ADJ
ger-397	198	30	-	-	ADJ
ger-397	198	31	technical	technical	ADJ
ger-397	198	32	decisions	decision	NOUN
ger-397	198	33	.	.	PUNCT
ger-397	199	1	one	one	NUM
ger-397	199	2	of	of	ADP
ger-397	199	3	our	our	PRON
ger-397	199	4	key	key	ADJ
ger-397	199	5	objectives	objective	NOUN
ger-397	199	6	in	in	ADP
ger-397	199	7	examining	examine	VERB
ger-397	199	8	the	the	DET
ger-397	199	9	county	county	NOUN
ger-397	199	10	-	-	PUNCT
ger-397	199	11	level	level	NOUN
ger-397	199	12	allocation	allocation	NOUN
ger-397	199	13	of	of	ADP
ger-397	199	14	resources	resource	NOUN
ger-397	199	15	was	be	AUX
ger-397	199	16	to	to	PART
ger-397	199	17	establish	establish	VERB
ger-397	199	18	the	the	DET
ger-397	199	19	overall	overall	ADJ
ger-397	199	20	amount	amount	NOUN
ger-397	199	21	of	of	ADP
ger-397	199	22	resources	resource	NOUN
ger-397	199	23	spent	spend	VERB
ger-397	199	24	on	on	ADP
ger-397	199	25	ecde	ecde	ADJ
ger-397	199	26	per	per	ADP
ger-397	199	27	county	county	NOUN
ger-397	199	28	,	,	PUNCT
ger-397	199	29	and	and	CCONJ
ger-397	199	30	then	then	ADV
ger-397	199	31	to	to	PART
ger-397	199	32	disaggregate	disaggregate	VERB
ger-397	199	33	that	that	DET
ger-397	199	34	amount	amount	NOUN
ger-397	199	35	by	by	ADP
ger-397	199	36	expenditure	expenditure	NOUN
ger-397	199	37	type	type	NOUN
ger-397	199	38	.	.	PUNCT
ger-397	200	1	as	as	SCONJ
ger-397	200	2	mentioned	mention	VERB
ger-397	200	3	earlier	early	ADV
ger-397	200	4	,	,	PUNCT
ger-397	200	5	anecdotal	anecdotal	ADJ
ger-397	200	6	evidence	evidence	NOUN
ger-397	200	7	suggested	suggest	VERB
ger-397	200	8	that	that	SCONJ
ger-397	200	9	the	the	DET
ger-397	200	10	predominant	predominant	ADJ
ger-397	200	11	expenditure	expenditure	NOUN
ger-397	200	12	in	in	ADP
ger-397	200	13	the	the	DET
ger-397	200	14	ecde	ecde	ADJ
ger-397	200	15	subsector	subsector	NOUN
ger-397	200	16	was	be	AUX
ger-397	200	17	construction	construction	NOUN
ger-397	200	18	,	,	PUNCT
ger-397	200	19	so	so	CCONJ
ger-397	200	20	the	the	DET
ger-397	200	21	data	data	NOUN
ger-397	200	22	collection	collection	NOUN
ger-397	200	23	team	team	NOUN
ger-397	200	24	focused	focus	VERB
ger-397	200	25	on	on	ADP
ger-397	200	26	collecting	collect	VERB
ger-397	200	27	information	information	NOUN
ger-397	200	28	about	about	ADP
ger-397	200	29	construction	construction	NOUN
ger-397	200	30	expenditure	expenditure	NOUN
ger-397	200	31	by	by	ADP
ger-397	200	32	county	county	NOUN
ger-397	200	33	.	.	PUNCT
ger-397	201	1	table	table	NOUN
ger-397	201	2	5	5	NUM
ger-397	201	3	shows	show	VERB
ger-397	201	4	the	the	DET
ger-397	201	5	results	result	NOUN
ger-397	201	6	of	of	ADP
ger-397	201	7	the	the	DET
ger-397	201	8	data	datum	NOUN
ger-397	201	9	collected	collect	VERB
ger-397	201	10	from	from	ADP
ger-397	201	11	six	six	NUM
ger-397	201	12	of	of	ADP
ger-397	201	13	the	the	DET
ger-397	201	14	seven	seven	NUM
ger-397	201	15	counties.4	counties.4	NOUN
ger-397	201	16	the	the	DET
ger-397	201	17	first	first	ADJ
ger-397	201	18	several	several	ADJ
ger-397	201	19	rows	row	NOUN
ger-397	201	20	show	show	VERB
ger-397	201	21	expenditures	expenditure	NOUN
ger-397	201	22	by	by	ADP
ger-397	201	23	type	type	NOUN
ger-397	201	24	.	.	PUNCT
ger-397	202	1	the	the	DET
ger-397	202	2	total	total	NOUN
ger-397	202	3	row	row	NOUN
ger-397	202	4	shows	show	VERB
ger-397	202	5	how	how	SCONJ
ger-397	202	6	much	much	ADJ
ger-397	202	7	was	be	AUX
ger-397	202	8	spent	spend	VERB
ger-397	202	9	,	,	PUNCT
ger-397	202	10	and	and	CCONJ
ger-397	202	11	the	the	DET
ger-397	202	12	per	per	ADP
ger-397	202	13	student	student	NOUN
ger-397	202	14	row	row	NOUN
ger-397	202	15	takes	take	VERB
ger-397	202	16	the	the	DET
ger-397	202	17	overall	overall	ADJ
ger-397	202	18	amount	amount	NOUN
ger-397	202	19	spent	spend	VERB
ger-397	202	20	in	in	ADP
ger-397	202	21	the	the	DET
ger-397	202	22	past	past	ADJ
ger-397	202	23	three	three	NUM
ger-397	202	24	fiscal	fiscal	ADJ
ger-397	202	25	years	year	NOUN
ger-397	202	26	and	and	CCONJ
ger-397	202	27	divides	divide	VERB
ger-397	202	28	it	it	PRON
ger-397	202	29	by	by	ADP
ger-397	202	30	three	three	NUM
ger-397	202	31	times	time	NOUN
ger-397	202	32	the	the	DET
ger-397	202	33	2014	2014	NUM
ger-397	202	34	enrollment	enrollment	NOUN
ger-397	202	35	figure	figure	NOUN
ger-397	202	36	(	(	PUNCT
ger-397	202	37	latest	late	ADJ
ger-397	202	38	available	available	ADJ
ger-397	202	39	data	datum	NOUN
ger-397	202	40	)	)	PUNCT
ger-397	202	41	to	to	PART
ger-397	202	42	give	give	VERB
ger-397	202	43	an	an	DET
ger-397	202	44	approximate	approximate	ADJ
ger-397	202	45	per	per	ADP
ger-397	202	46	student	student	NOUN
ger-397	202	47	cost	cost	NOUN
ger-397	202	48	during	during	ADP
ger-397	202	49	that	that	DET
ger-397	202	50	period	period	NOUN
ger-397	202	51	.	.	PUNCT
ger-397	203	1	table	table	NOUN
ger-397	203	2	4	4	NUM
ger-397	203	3	allocation	allocation	NOUN
ger-397	203	4	of	of	ADP
ger-397	203	5	block	block	NOUN
ger-397	203	6	grant	grant	NOUN
ger-397	203	7	revenue	revenue	NOUN
ger-397	203	8	to	to	ADP
ger-397	203	9	counties	county	NOUN
ger-397	203	10	in	in	ADP
ger-397	203	11	fy	fy	PROPN
ger-397	203	12	2015/16	2015/16	NUM
ger-397	203	13	and	and	CCONJ
ger-397	203	14	fy	fy	PROPN
ger-397	203	15	2016/17	2016/17	NUM
ger-397	203	16	,	,	PUNCT
ger-397	203	17	in	in	ADP
ger-397	203	18	millions	million	NOUN
ger-397	203	19	of	of	ADP
ger-397	203	20	kenyan	kenyan	ADJ
ger-397	203	21	shillings	shilling	NOUN
ger-397	203	22	(	(	PUNCT
ger-397	203	23	kes	kes	PROPN
ger-397	203	24	)	)	PUNCT
ger-397	203	25	counties	county	NOUN
ger-397	203	26	revenue	revenue	NOUN
ger-397	203	27	allocations	allocation	NOUN
ger-397	203	28	by	by	ADP
ger-397	203	29	fiscal	fiscal	ADJ
ger-397	203	30	year	year	NOUN
ger-397	203	31	fy	fy	PROPN
ger-397	203	32	2015/16	2015/16	NUM
ger-397	203	33	fy	fy	PROPN
ger-397	203	34	2016/17	2016/17	NUM
ger-397	203	35	tayari	tayari	ADJ
ger-397	203	36	counties	county	NOUN
ger-397	203	37	laikipia	laikipia	VERB
ger-397	203	38	3,449.5	3,449.5	NUM
ger-397	203	39	3,722.1	3,722.1	NUM
ger-397	203	40	nairobi	nairobi	PROPN
ger-397	203	41	12,996.6	12,996.6	NUM
ger-397	203	42	14,023.5	14,023.5	NUM
ger-397	203	43	siaya	siaya	PROPN
ger-397	203	44	4,995.3	4,995.3	NUM
ger-397	203	45	5,390.0	5,390.0	NUM
ger-397	203	46	uasin	uasin	NOUN
ger-397	203	47	gishu	gishu	PROPN
ger-397	203	48	5,190.9	5,190.9	NUM
ger-397	203	49	5,601.0	5,601.0	NUM
ger-397	203	50	non	non	ADJ
ger-397	203	51	-	-	ADJ
ger-397	203	52	tayari	tayari	ADJ
ger-397	203	53	counties	county	NOUN
ger-397	203	54	embu	embu	VERB
ger-397	203	55	3,837.9	3,837.9	NUM
ger-397	203	56	4,141.2	4,141.2	NUM
ger-397	203	57	marsabit	marsabit	NOUN
ger-397	203	58	5,189.5	5,189.5	NUM
ger-397	203	59	5,599.5	5,599.5	NUM
ger-397	203	60	mombasa	mombasa	PROPN
ger-397	203	61	5,197.1	5,197.1	NUM
ger-397	203	62	5,608.6	5,608.6	NUM
ger-397	203	63	58	58	NUM
ger-397	203	64	global	global	ADJ
ger-397	203	65	education	education	NOUN
ger-397	203	66	review	review	NOUN
ger-397	203	67	5(2	5(2	NUM
ger-397	203	68	)	)	PUNCT
ger-397	203	69	table	table	NOUN
ger-397	203	70	5	5	NUM
ger-397	203	71	county	county	NOUN
ger-397	203	72	expenditures	expenditure	NOUN
ger-397	203	73	on	on	ADP
ger-397	203	74	public	public	ADJ
ger-397	203	75	ecde	ecde	ADJ
ger-397	203	76	(	(	PUNCT
ger-397	203	77	kes	kes	PROPN
ger-397	203	78	millions	million	NOUN
ger-397	203	79	)	)	PUNCT
ger-397	203	80	expenditure	expenditure	NOUN
ger-397	203	81	item	item	NOUN
ger-397	203	82	embu	embu	PROPN
ger-397	203	83	laikipia	laikipia	PROPN
ger-397	203	84	marsabit	marsabit	PROPN
ger-397	203	85	mombasa	mombasa	PROPN
ger-397	203	86	siaya	siaya	PROPN
ger-397	203	87	uasin	uasin	PROPN
ger-397	203	88	gishu	gishu	NOUN
ger-397	203	89	construction	construction	VERB
ger-397	203	90	139.0	139.0	NUM
ger-397	203	91	23.7	23.7	NUM
ger-397	203	92	0.0	0.0	NUM
ger-397	203	93	144.5	144.5	NUM
ger-397	203	94	280.0	280.0	NUM
ger-397	203	95	298.6	298.6	NUM
ger-397	203	96	instructional	instructional	ADJ
ger-397	203	97	materials	material	NOUN
ger-397	203	98	16.0	16.0	NUM
ger-397	203	99	0.0	0.0	NUM
ger-397	203	100	3.0	3.0	NUM
ger-397	203	101	50.0	50.0	NUM
ger-397	203	102	0.0	0.0	NUM
ger-397	203	103	10.0	10.0	NUM
ger-397	203	104	quality	quality	NOUN
ger-397	203	105	assurance	assurance	NOUN
ger-397	203	106	0.0	0.0	NUM
ger-397	203	107	0.0	0.0	NUM
ger-397	203	108	12.2	12.2	NUM
ger-397	203	109	0.0	0.0	NUM
ger-397	203	110	0.0	0.0	NUM
ger-397	203	111	2.6	2.6	NUM
ger-397	203	112	teacher	teacher	NOUN
ger-397	203	113	training	train	VERB
ger-397	203	114	5.0	5.0	NUM
ger-397	203	115	0.0	0.0	NUM
ger-397	203	116	2.5	2.5	NUM
ger-397	203	117	0.1	0.1	NUM
ger-397	203	118	0.0	0.0	NUM
ger-397	203	119	2.4	2.4	NUM
ger-397	203	120	teacher	teacher	NOUN
ger-397	203	121	support	support	VERB
ger-397	203	122	2.0	2.0	NUM
ger-397	203	123	0.0	0.0	NUM
ger-397	203	124	0.0	0.0	NUM
ger-397	203	125	0.7	0.7	NUM
ger-397	203	126	0.0	0.0	NUM
ger-397	203	127	0.0	0.0	NUM
ger-397	203	128	health	health	NOUN
ger-397	203	129	and	and	CCONJ
ger-397	203	130	nutrition	nutrition	NOUN
ger-397	203	131	0.0	0.0	NUM
ger-397	203	132	0.0	0.0	NUM
ger-397	203	133	33.5	33.5	NUM
ger-397	203	134	219.8	219.8	NUM
ger-397	203	135	0.0	0.0	NUM
ger-397	203	136	0.0	0.0	NUM
ger-397	203	137	total	total	NOUN
ger-397	203	138	(	(	PUNCT
ger-397	203	139	kes	kes	PROPN
ger-397	203	140	millions	million	NOUN
ger-397	203	141	)	)	PUNCT
ger-397	203	142	162.0	162.0	NUM
ger-397	203	143	23.7	23.7	NUM
ger-397	203	144	51.2	51.2	NUM
ger-397	203	145	415.2	415.2	NUM
ger-397	203	146	280.0	280.0	NUM
ger-397	203	147	313.6	313.6	NUM
ger-397	203	148	per	per	ADP
ger-397	203	149	student	student	NOUN
ger-397	203	150	(	(	PUNCT
ger-397	203	151	kes	kes	PROPN
ger-397	203	152	)	)	PUNCT
ger-397	203	153	3,392	3,392	NUM
ger-397	203	154	351	351	NUM
ger-397	203	155	1,357	1,357	NUM
ger-397	203	156	17,235	17,235	NUM
ger-397	203	157	1,653	1,653	NUM
ger-397	203	158	2,677	2,677	NUM
ger-397	203	159	the	the	DET
ger-397	203	160	disparities	disparity	NOUN
ger-397	203	161	in	in	ADP
ger-397	203	162	ecde	ecde	ADJ
ger-397	203	163	expenditure	expenditure	NOUN
ger-397	203	164	are	be	AUX
ger-397	203	165	striking	strike	VERB
ger-397	203	166	.	.	PUNCT
ger-397	204	1	mombasa	mombasa	PROPN
ger-397	204	2	spent	spend	VERB
ger-397	204	3	approximately	approximately	ADV
ger-397	204	4	17,235	17,235	NUM
ger-397	204	5	kes	ke	NOUN
ger-397	204	6	per	per	ADP
ger-397	204	7	child	child	NOUN
ger-397	204	8	during	during	ADP
ger-397	204	9	this	this	DET
ger-397	204	10	fiscal	fiscal	ADJ
ger-397	204	11	year	year	NOUN
ger-397	204	12	while	while	SCONJ
ger-397	204	13	laikipia	laikipia	PROPN
ger-397	204	14	spent	spend	VERB
ger-397	204	15	351	351	NUM
ger-397	204	16	kes	ke	NOUN
ger-397	204	17	per	per	ADP
ger-397	204	18	child	child	NOUN
ger-397	204	19	.	.	PUNCT
ger-397	205	1	although	although	SCONJ
ger-397	205	2	the	the	DET
ger-397	205	3	block	block	NOUN
ger-397	205	4	grant	grant	NOUN
ger-397	205	5	was	be	AUX
ger-397	205	6	ostensibly	ostensibly	ADV
ger-397	205	7	based	base	VERB
ger-397	205	8	on	on	ADP
ger-397	205	9	population	population	NOUN
ger-397	205	10	,	,	PUNCT
ger-397	205	11	mombasa	mombasa	PROPN
ger-397	205	12	was	be	AUX
ger-397	205	13	spending	spend	VERB
ger-397	205	14	49	49	NUM
ger-397	205	15	times	time	NOUN
ger-397	205	16	as	as	ADV
ger-397	205	17	much	much	ADV
ger-397	205	18	on	on	ADP
ger-397	205	19	ecde	ecde	ADJ
ger-397	205	20	per	per	ADP
ger-397	205	21	child	child	NOUN
ger-397	205	22	as	as	ADP
ger-397	205	23	laikipia	laikipia	NOUN
ger-397	205	24	.	.	PUNCT
ger-397	206	1	the	the	DET
ger-397	206	2	four	four	NUM
ger-397	206	3	counties	county	NOUN
ger-397	206	4	that	that	PRON
ger-397	206	5	were	be	AUX
ger-397	206	6	closest	close	ADJ
ger-397	206	7	in	in	ADP
ger-397	206	8	per	per	ADP
ger-397	206	9	child	child	NOUN
ger-397	206	10	expenditure	expenditure	NOUN
ger-397	206	11	—	—	PUNCT
ger-397	206	12	siaya	siaya	NOUN
ger-397	206	13	,	,	PUNCT
ger-397	206	14	uasin	uasin	PROPN
ger-397	206	15	gishu	gishu	NOUN
ger-397	206	16	,	,	PUNCT
ger-397	206	17	embu	embu	NOUN
ger-397	206	18	,	,	PUNCT
ger-397	206	19	and	and	CCONJ
ger-397	206	20	marsabit	marsabit	NOUN
ger-397	206	21	—	—	PUNCT
ger-397	206	22	still	still	ADV
ger-397	206	23	had	have	VERB
ger-397	206	24	wide	wide	ADJ
ger-397	206	25	disparities	disparity	NOUN
ger-397	206	26	,	,	PUNCT
ger-397	206	27	as	as	SCONJ
ger-397	206	28	embu	embu	NOUN
ger-397	206	29	was	be	AUX
ger-397	206	30	spending	spend	VERB
ger-397	206	31	2.5	2.5	NUM
ger-397	206	32	times	time	NOUN
ger-397	206	33	as	as	ADV
ger-397	206	34	much	much	ADJ
ger-397	206	35	per	per	ADP
ger-397	206	36	pupil	pupil	NOUN
ger-397	206	37	as	as	ADP
ger-397	206	38	marsabit	marsabit	NOUN
ger-397	206	39	.	.	PUNCT
ger-397	207	1	when	when	SCONJ
ger-397	207	2	we	we	PRON
ger-397	207	3	considered	consider	VERB
ger-397	207	4	the	the	DET
ger-397	207	5	types	type	NOUN
ger-397	207	6	of	of	ADP
ger-397	207	7	expenditure	expenditure	NOUN
ger-397	207	8	,	,	PUNCT
ger-397	207	9	we	we	PRON
ger-397	207	10	found	find	VERB
ger-397	207	11	that	that	SCONJ
ger-397	207	12	most	most	ADJ
ger-397	207	13	of	of	ADP
ger-397	207	14	the	the	DET
ger-397	207	15	counties	county	NOUN
ger-397	207	16	spent	spend	VERB
ger-397	207	17	most	most	ADJ
ger-397	207	18	of	of	ADP
ger-397	207	19	their	their	PRON
ger-397	207	20	funding	funding	NOUN
ger-397	207	21	on	on	ADP
ger-397	207	22	infrastructure	infrastructure	NOUN
ger-397	207	23	,	,	PUNCT
ger-397	207	24	with	with	ADP
ger-397	207	25	construction	construction	NOUN
ger-397	207	26	as	as	ADP
ger-397	207	27	a	a	DET
ger-397	207	28	top	top	ADJ
ger-397	207	29	priority	priority	NOUN
ger-397	207	30	.	.	PUNCT
ger-397	208	1	embu	embu	NOUN
ger-397	208	2	spent	spend	VERB
ger-397	208	3	85.8	85.8	NUM
ger-397	208	4	%	%	NOUN
ger-397	208	5	;	;	PUNCT
ger-397	208	6	uasin	uasin	PROPN
ger-397	208	7	gishu	gishu	NOUN
ger-397	208	8	,	,	PUNCT
ger-397	208	9	95.2	95.2	NUM
ger-397	208	10	%	%	NOUN
ger-397	208	11	;	;	PUNCT
ger-397	208	12	siaya	siaya	NOUN
ger-397	208	13	,	,	PUNCT
ger-397	208	14	100	100	NUM
ger-397	208	15	%	%	NOUN
ger-397	208	16	;	;	PUNCT
ger-397	208	17	and	and	CCONJ
ger-397	208	18	laikipia	laikipia	PROPN
ger-397	208	19	,	,	PUNCT
ger-397	208	20	100	100	NUM
ger-397	208	21	%	%	NOUN
ger-397	208	22	.	.	PUNCT
ger-397	209	1	the	the	DET
ger-397	209	2	interviews	interview	NOUN
ger-397	209	3	revealed	reveal	VERB
ger-397	209	4	that	that	SCONJ
ger-397	209	5	investing	invest	VERB
ger-397	209	6	in	in	ADP
ger-397	209	7	infrastructure	infrastructure	NOUN
ger-397	209	8	was	be	AUX
ger-397	209	9	perceived	perceive	VERB
ger-397	209	10	to	to	PART
ger-397	209	11	garner	garner	VERB
ger-397	209	12	political	political	ADJ
ger-397	209	13	capital	capital	NOUN
ger-397	209	14	for	for	ADP
ger-397	209	15	county	county	NOUN
ger-397	209	16	-	-	PUNCT
ger-397	209	17	level	level	NOUN
ger-397	209	18	elected	elect	VERB
ger-397	209	19	officials	official	NOUN
ger-397	209	20	.	.	PUNCT
ger-397	210	1	therefore	therefore	ADV
ger-397	210	2	,	,	PUNCT
ger-397	210	3	much	much	ADJ
ger-397	210	4	of	of	ADP
ger-397	210	5	the	the	DET
ger-397	210	6	expenditure	expenditure	NOUN
ger-397	210	7	went	go	VERB
ger-397	210	8	into	into	ADP
ger-397	210	9	construction	construction	NOUN
ger-397	210	10	of	of	ADP
ger-397	210	11	ecde	ecde	ADJ
ger-397	210	12	classrooms	classroom	NOUN
ger-397	210	13	,	,	PUNCT
ger-397	210	14	as	as	SCONJ
ger-397	210	15	indicated	indicate	VERB
ger-397	210	16	in	in	ADP
ger-397	210	17	table	table	NOUN
ger-397	210	18	5	5	NUM
ger-397	210	19	.	.	PUNCT
ger-397	211	1	notably	notably	ADV
ger-397	211	2	,	,	PUNCT
ger-397	211	3	mombasa	mombasa	PROPN
ger-397	211	4	county	county	NOUN
ger-397	211	5	decided	decide	VERB
ger-397	211	6	to	to	PART
ger-397	211	7	construct	construct	VERB
ger-397	211	8	ultra	ultra	ADJ
ger-397	211	9	-	-	ADJ
ger-397	211	10	modern	modern	ADJ
ger-397	211	11	model	model	NOUN
ger-397	211	12	ecde	ecde	ADJ
ger-397	211	13	centers	center	NOUN
ger-397	211	14	.	.	PUNCT
ger-397	212	1	each	each	DET
ger-397	212	2	model	model	NOUN
ger-397	212	3	ecde	ecde	ADJ
ger-397	212	4	center	center	NOUN
ger-397	212	5	would	would	AUX
ger-397	212	6	have	have	VERB
ger-397	212	7	classrooms	classroom	NOUN
ger-397	212	8	,	,	PUNCT
ger-397	212	9	offices	office	NOUN
ger-397	212	10	,	,	PUNCT
ger-397	212	11	a	a	DET
ger-397	212	12	clinic	clinic	NOUN
ger-397	212	13	bay	bay	NOUN
ger-397	212	14	,	,	PUNCT
ger-397	212	15	a	a	DET
ger-397	212	16	student	student	NOUN
ger-397	212	17	play	play	NOUN
ger-397	212	18	area	area	NOUN
ger-397	212	19	with	with	ADP
ger-397	212	20	equipment	equipment	NOUN
ger-397	212	21	,	,	PUNCT
ger-397	212	22	a	a	DET
ger-397	212	23	kitchen	kitchen	NOUN
ger-397	212	24	,	,	PUNCT
ger-397	212	25	and	and	CCONJ
ger-397	212	26	an	an	DET
ger-397	212	27	eating	eat	VERB
ger-397	212	28	area	area	NOUN
ger-397	212	29	.	.	PUNCT
ger-397	213	1	eight	eight	NUM
ger-397	213	2	such	such	ADJ
ger-397	213	3	model	model	NOUN
ger-397	213	4	centers	center	NOUN
ger-397	213	5	,	,	PUNCT
ger-397	213	6	costing	cost	VERB
ger-397	213	7	approximately	approximately	ADV
ger-397	213	8	29	29	NUM
ger-397	213	9	million	million	NUM
ger-397	213	10	kes	ke	NOUN
ger-397	213	11	each	each	PRON
ger-397	213	12	,	,	PUNCT
ger-397	213	13	were	be	AUX
ger-397	213	14	under	under	ADP
ger-397	213	15	construction	construction	NOUN
ger-397	213	16	in	in	ADP
ger-397	213	17	2017	2017	NUM
ger-397	213	18	.	.	PUNCT
ger-397	214	1	this	this	DET
ger-397	214	2	information	information	NOUN
ger-397	214	3	explains	explain	VERB
ger-397	214	4	the	the	DET
ger-397	214	5	potentially	potentially	ADV
ger-397	214	6	misleading	misleading	ADJ
ger-397	214	7	high	high	ADJ
ger-397	214	8	per	per	ADP
ger-397	214	9	student	student	NOUN
ger-397	214	10	cost	cost	NOUN
ger-397	214	11	in	in	ADP
ger-397	214	12	mombasa	mombasa	PROPN
ger-397	214	13	,	,	PUNCT
ger-397	214	14	indicated	indicate	VERB
ger-397	214	15	in	in	ADP
ger-397	214	16	table	table	NOUN
ger-397	214	17	5	5	NUM
ger-397	214	18	as	as	ADP
ger-397	214	19	17,235	17,235	NUM
ger-397	214	20	kes	ke	NOUN
ger-397	214	21	per	per	ADP
ger-397	214	22	student	student	NOUN
ger-397	214	23	.	.	PUNCT
ger-397	215	1	thus	thus	ADV
ger-397	215	2	,	,	PUNCT
ger-397	215	3	county	county	NOUN
ger-397	215	4	decision	decision	NOUN
ger-397	215	5	-	-	PUNCT
ger-397	215	6	makers	maker	NOUN
ger-397	215	7	focused	focus	VERB
ger-397	215	8	on	on	ADP
ger-397	215	9	higher	high	ADJ
ger-397	215	10	-	-	PUNCT
ger-397	215	11	quality	quality	NOUN
ger-397	215	12	construction	construction	NOUN
ger-397	215	13	covering	cover	VERB
ger-397	215	14	a	a	DET
ger-397	215	15	far	far	ADV
ger-397	215	16	smaller	small	ADJ
ger-397	215	17	number	number	NOUN
ger-397	215	18	of	of	ADP
ger-397	215	19	children	child	NOUN
ger-397	215	20	in	in	ADP
ger-397	215	21	that	that	DET
ger-397	215	22	year	year	NOUN
ger-397	215	23	,	,	PUNCT
ger-397	215	24	and	and	CCONJ
ger-397	215	25	in	in	ADP
ger-397	215	26	doing	do	VERB
ger-397	215	27	so	so	ADV
ger-397	215	28	increased	increase	VERB
ger-397	215	29	inequality	inequality	NOUN
ger-397	215	30	between	between	ADP
ger-397	215	31	those	those	DET
ger-397	215	32	children	child	NOUN
ger-397	215	33	enrolled	enrol	VERB
ger-397	215	34	in	in	ADP
ger-397	215	35	the	the	DET
ger-397	215	36	model	model	NOUN
ger-397	215	37	centers	center	NOUN
ger-397	215	38	and	and	CCONJ
ger-397	215	39	those	those	PRON
ger-397	215	40	in	in	ADP
ger-397	215	41	other	other	ADJ
ger-397	215	42	settings	setting	NOUN
ger-397	215	43	.	.	PUNCT
ger-397	216	1	unfortunately	unfortunately	ADV
ger-397	216	2	,	,	PUNCT
ger-397	216	3	investing	invest	VERB
ger-397	216	4	in	in	ADP
ger-397	216	5	infrastructure	infrastructure	NOUN
ger-397	216	6	alone	alone	ADV
ger-397	216	7	is	be	AUX
ger-397	216	8	unlikely	unlikely	ADJ
ger-397	216	9	to	to	PART
ger-397	216	10	have	have	VERB
ger-397	216	11	a	a	DET
ger-397	216	12	direct	direct	ADJ
ger-397	216	13	and	and	CCONJ
ger-397	216	14	immediate	immediate	ADJ
ger-397	216	15	impact	impact	NOUN
ger-397	216	16	on	on	ADP
ger-397	216	17	learning	learn	VERB
ger-397	216	18	outcomes	outcome	NOUN
ger-397	216	19	.	.	PUNCT
ger-397	217	1	the	the	DET
ger-397	217	2	county	county	NOUN
ger-397	217	3	-	-	PUNCT
ger-397	217	4	level	level	NOUN
ger-397	217	5	expenditure	expenditure	NOUN
ger-397	217	6	data	datum	NOUN
ger-397	217	7	as	as	ADV
ger-397	217	8	well	well	ADV
ger-397	217	9	as	as	ADP
ger-397	217	10	the	the	DET
ger-397	217	11	recorded	recorded	ADJ
ger-397	217	12	interview	interview	NOUN
ger-397	217	13	responses	response	NOUN
ger-397	217	14	revealed	reveal	VERB
ger-397	217	15	that	that	SCONJ
ger-397	217	16	counties	county	NOUN
ger-397	217	17	spent	spend	VERB
ger-397	217	18	minimal	minimal	ADJ
ger-397	217	19	or	or	CCONJ
ger-397	217	20	no	no	DET
ger-397	217	21	funding	funding	NOUN
ger-397	217	22	for	for	ADP
ger-397	217	23	interventions	intervention	NOUN
ger-397	217	24	that	that	PRON
ger-397	217	25	could	could	AUX
ger-397	217	26	promote	promote	VERB
ger-397	217	27	improved	improved	ADJ
ger-397	217	28	teaching	teaching	NOUN
ger-397	217	29	and	and	CCONJ
ger-397	217	30	learning	learning	NOUN
ger-397	217	31	.	.	PUNCT
ger-397	218	1	for	for	ADP
ger-397	218	2	instructional	instructional	ADJ
ger-397	218	3	materials	material	NOUN
ger-397	218	4	,	,	PUNCT
ger-397	218	5	two	two	NUM
ger-397	218	6	counties	county	NOUN
ger-397	218	7	did	do	AUX
ger-397	218	8	not	not	PART
ger-397	218	9	budget	budget	VERB
ger-397	218	10	any	any	DET
ger-397	218	11	money	money	NOUN
ger-397	218	12	at	at	ADV
ger-397	218	13	all	all	ADV
ger-397	218	14	,	,	PUNCT
ger-397	218	15	and	and	CCONJ
ger-397	218	16	three	three	NUM
ger-397	218	17	other	other	ADJ
ger-397	218	18	counties	county	NOUN
ger-397	218	19	budgeted	budget	VERB
ger-397	218	20	less	less	ADJ
ger-397	218	21	than	than	ADP
ger-397	218	22	10	10	NUM
ger-397	218	23	%	%	NOUN
ger-397	218	24	on	on	ADP
ger-397	218	25	materials	material	NOUN
ger-397	218	26	.	.	PUNCT
ger-397	219	1	only	only	ADV
ger-397	219	2	two	two	NUM
ger-397	219	3	counties	county	NOUN
ger-397	219	4	budgeted	budget	VERB
ger-397	219	5	for	for	ADP
ger-397	219	6	quality	quality	NOUN
ger-397	219	7	assurance	assurance	NOUN
ger-397	219	8	,	,	PUNCT
ger-397	219	9	although	although	SCONJ
ger-397	219	10	marsabit	marsabit	NOUN
ger-397	219	11	invested	invest	VERB
ger-397	219	12	nearly	nearly	ADV
ger-397	219	13	a	a	PRON
ger-397	219	14	quarter	quarter	NOUN
ger-397	219	15	of	of	ADP
ger-397	219	16	its	its	PRON
ger-397	219	17	resources	resource	NOUN
ger-397	219	18	in	in	ADP
ger-397	219	19	this	this	DET
ger-397	219	20	area	area	NOUN
ger-397	219	21	.	.	PUNCT
ger-397	220	1	the	the	DET
ger-397	220	2	counties	county	NOUN
ger-397	220	3	that	that	PRON
ger-397	220	4	budgeted	budget	VERB
ger-397	220	5	for	for	ADP
ger-397	220	6	teacher	teacher	NOUN
ger-397	220	7	training	training	NOUN
ger-397	220	8	did	do	VERB
ger-397	220	9	so	so	ADV
ger-397	220	10	at	at	ADP
ger-397	220	11	3	3	NUM
ger-397	220	12	%	%	NOUN
ger-397	220	13	or	or	CCONJ
ger-397	220	14	less	less	ADJ
ger-397	220	15	,	,	PUNCT
ger-397	220	16	and	and	CCONJ
ger-397	220	17	teacher	teacher	NOUN
ger-397	220	18	support	support	NOUN
ger-397	220	19	was	be	AUX
ger-397	220	20	absent	absent	ADJ
ger-397	220	21	altogether	altogether	ADV
ger-397	220	22	from	from	ADP
ger-397	220	23	four	four	NUM
ger-397	220	24	counties	county	NOUN
ger-397	220	25	’	'	PUNCT
ger-397	220	26	budgets	budget	NOUN
ger-397	220	27	.	.	PUNCT
ger-397	221	1	only	only	ADV
ger-397	221	2	marsabit	marsabit	PROPN
ger-397	221	3	and	and	CCONJ
ger-397	221	4	mombasa	mombasa	PROPN
ger-397	221	5	invested	invest	VERB
ger-397	221	6	in	in	ADP
ger-397	221	7	health	health	NOUN
ger-397	221	8	and	and	CCONJ
ger-397	221	9	nutrition	nutrition	NOUN
ger-397	221	10	,	,	PUNCT
ger-397	221	11	and	and	CCONJ
ger-397	221	12	the	the	DET
ger-397	221	13	investments	investment	NOUN
ger-397	221	14	were	be	AUX
ger-397	221	15	more	more	ADJ
ger-397	221	16	than	than	ADP
ger-397	221	17	50	50	NUM
ger-397	221	18	%	%	NOUN
ger-397	221	19	of	of	ADP
ger-397	221	20	the	the	DET
ger-397	221	21	county	county	NOUN
ger-397	221	22	ecde	ecde	ADJ
ger-397	221	23	budget	budget	NOUN
ger-397	221	24	in	in	ADP
ger-397	221	25	both	both	DET
ger-397	221	26	cases	case	NOUN
ger-397	221	27	.	.	PUNCT
ger-397	222	1	marsabit	marsabit	PROPN
ger-397	222	2	county	county	PROPN
ger-397	222	3	,	,	PUNCT
ger-397	222	4	aware	aware	ADJ
ger-397	222	5	of	of	ADP
ger-397	222	6	the	the	DET
ger-397	222	7	nutritional	nutritional	ADJ
ger-397	222	8	deficiencies	deficiency	NOUN
ger-397	222	9	of	of	ADP
ger-397	222	10	scaling	scale	VERB
ger-397	222	11	up	up	ADP
ger-397	222	12	early	early	ADJ
ger-397	222	13	childhood	childhood	NOUN
ger-397	222	14	development	development	NOUN
ger-397	222	15	and	and	CCONJ
ger-397	222	16	education	education	NOUN
ger-397	222	17	59	59	NUM
ger-397	222	18	some	some	PRON
ger-397	222	19	of	of	ADP
ger-397	222	20	its	its	PRON
ger-397	222	21	citizens	citizen	NOUN
ger-397	222	22	because	because	SCONJ
ger-397	222	23	of	of	ADP
ger-397	222	24	naturally	naturally	ADV
ger-397	222	25	arid	arid	ADJ
ger-397	222	26	lands	land	NOUN
ger-397	222	27	compounded	compound	VERB
ger-397	222	28	by	by	ADP
ger-397	222	29	a	a	DET
ger-397	222	30	recent	recent	ADJ
ger-397	222	31	drought	drought	NOUN
ger-397	222	32	,	,	PUNCT
ger-397	222	33	leveraged	leverage	VERB
ger-397	222	34	the	the	DET
ger-397	222	35	existing	exist	VERB
ger-397	222	36	school	school	NOUN
ger-397	222	37	meals	meal	NOUN
ger-397	222	38	program	program	NOUN
ger-397	222	39	to	to	PART
ger-397	222	40	provide	provide	VERB
ger-397	222	41	ecde	ecde	ADJ
ger-397	222	42	learners	learner	NOUN
ger-397	222	43	with	with	ADP
ger-397	222	44	a	a	DET
ger-397	222	45	nutritious	nutritious	ADJ
ger-397	222	46	meal	meal	NOUN
ger-397	222	47	.	.	PUNCT
ger-397	223	1	mombasa	mombasa	PROPN
ger-397	223	2	county	county	PROPN
ger-397	223	3	,	,	PUNCT
ger-397	223	4	on	on	ADP
ger-397	223	5	the	the	DET
ger-397	223	6	other	other	ADJ
ger-397	223	7	hand	hand	NOUN
ger-397	223	8	,	,	PUNCT
ger-397	223	9	paid	pay	VERB
ger-397	223	10	to	to	PART
ger-397	223	11	provide	provide	VERB
ger-397	223	12	250	250	NUM
ger-397	223	13	ml	ml	NOUN
ger-397	223	14	of	of	ADP
ger-397	223	15	milk	milk	NOUN
ger-397	223	16	daily	daily	ADV
ger-397	223	17	to	to	ADP
ger-397	223	18	learners	learner	NOUN
ger-397	223	19	in	in	ADP
ger-397	223	20	ecde	ecde	ADJ
ger-397	223	21	and	and	CCONJ
ger-397	223	22	those	those	PRON
ger-397	223	23	in	in	ADP
ger-397	223	24	primary	primary	ADJ
ger-397	223	25	grades	grade	NOUN
ger-397	223	26	1–3	1–3	NUM
ger-397	223	27	.	.	PUNCT
ger-397	224	1	these	these	DET
ger-397	224	2	investments	investment	NOUN
ger-397	224	3	reflect	reflect	VERB
ger-397	224	4	the	the	DET
ger-397	224	5	realities	reality	NOUN
ger-397	224	6	in	in	ADP
ger-397	224	7	each	each	DET
ger-397	224	8	county	county	NOUN
ger-397	224	9	,	,	PUNCT
ger-397	224	10	both	both	CCONJ
ger-397	224	11	political	political	ADJ
ger-397	224	12	and	and	CCONJ
ger-397	224	13	practical	practical	ADJ
ger-397	224	14	.	.	PUNCT
ger-397	225	1	in	in	ADP
ger-397	225	2	summary	summary	NOUN
ger-397	225	3	,	,	PUNCT
ger-397	225	4	these	these	DET
ger-397	225	5	results	result	NOUN
ger-397	225	6	showed	show	VERB
ger-397	225	7	very	very	ADV
ger-397	225	8	modest	modest	ADJ
ger-397	225	9	investment	investment	NOUN
ger-397	225	10	in	in	ADP
ger-397	225	11	efforts	effort	NOUN
ger-397	225	12	to	to	PART
ger-397	225	13	improve	improve	VERB
ger-397	225	14	the	the	DET
ger-397	225	15	quality	quality	NOUN
ger-397	225	16	of	of	ADP
ger-397	225	17	ecde	ecde	ADJ
ger-397	225	18	.	.	PUNCT
ger-397	226	1	the	the	DET
ger-397	226	2	decision	decision	NOUN
ger-397	226	3	-	-	PUNCT
ger-397	226	4	makers	maker	NOUN
ger-397	226	5	at	at	ADP
ger-397	226	6	the	the	DET
ger-397	226	7	county	county	NOUN
ger-397	226	8	level	level	NOUN
ger-397	226	9	typically	typically	ADV
ger-397	226	10	did	do	AUX
ger-397	226	11	not	not	PART
ger-397	226	12	see	see	VERB
ger-397	226	13	ecde	ecde	ADJ
ger-397	226	14	quality	quality	NOUN
ger-397	226	15	improvements	improvement	NOUN
ger-397	226	16	as	as	ADP
ger-397	226	17	a	a	DET
ger-397	226	18	priority	priority	NOUN
ger-397	226	19	for	for	ADP
ger-397	226	20	the	the	DET
ger-397	226	21	governor	governor	NOUN
ger-397	226	22	,	,	PUNCT
ger-397	226	23	to	to	PART
ger-397	226	24	whom	whom	PRON
ger-397	226	25	they	they	PRON
ger-397	226	26	were	be	AUX
ger-397	226	27	responsible	responsible	ADJ
ger-397	226	28	.	.	PUNCT
ger-397	227	1	research	research	NOUN
ger-397	227	2	question	question	NOUN
ger-397	227	3	2	2	NUM
ger-397	227	4	:	:	PUNCT
ger-397	227	5	county	county	NOUN
ger-397	227	6	-	-	PUNCT
ger-397	227	7	level	level	NOUN
ger-397	227	8	decision	decision	NOUN
ger-397	227	9	-	-	PUNCT
ger-397	227	10	making	make	VERB
ger-397	227	11	teachers	teacher	NOUN
ger-397	227	12	and	and	CCONJ
ger-397	227	13	school	school	NOUN
ger-397	227	14	leaders	leader	NOUN
ger-397	227	15	for	for	ADP
ger-397	227	16	our	our	PRON
ger-397	227	17	second	second	ADJ
ger-397	227	18	research	research	NOUN
ger-397	227	19	question	question	NOUN
ger-397	227	20	on	on	ADP
ger-397	227	21	ecde	ecde	ADJ
ger-397	227	22	decision	decision	NOUN
ger-397	227	23	-	-	PUNCT
ger-397	227	24	making	making	NOUN
ger-397	227	25	at	at	ADP
ger-397	227	26	the	the	DET
ger-397	227	27	county	county	NOUN
ger-397	227	28	level	level	NOUN
ger-397	227	29	,	,	PUNCT
ger-397	227	30	we	we	PRON
ger-397	227	31	found	find	VERB
ger-397	227	32	that	that	SCONJ
ger-397	227	33	each	each	PRON
ger-397	227	34	of	of	ADP
ger-397	227	35	the	the	DET
ger-397	227	36	counties	county	NOUN
ger-397	227	37	had	have	AUX
ger-397	227	38	established	establish	VERB
ger-397	227	39	ecde	ecde	ADJ
ger-397	227	40	departments	department	NOUN
ger-397	227	41	with	with	ADP
ger-397	227	42	full	full	ADJ
ger-397	227	43	-	-	PUNCT
ger-397	227	44	time	time	NOUN
ger-397	227	45	,	,	PUNCT
ger-397	227	46	county	county	NOUN
ger-397	227	47	-	-	PUNCT
ger-397	227	48	paid	pay	VERB
ger-397	227	49	employees	employee	NOUN
ger-397	227	50	supporting	support	VERB
ger-397	227	51	the	the	DET
ger-397	227	52	subsector	subsector	NOUN
ger-397	227	53	.	.	PUNCT
ger-397	228	1	there	there	PRON
ger-397	228	2	was	be	VERB
ger-397	228	3	wide	wide	ADJ
ger-397	228	4	variation	variation	NOUN
ger-397	228	5	in	in	ADP
ger-397	228	6	the	the	DET
ger-397	228	7	backgrounds	background	NOUN
ger-397	228	8	of	of	ADP
ger-397	228	9	the	the	DET
ger-397	228	10	personnel	personnel	NOUN
ger-397	228	11	employed	employ	VERB
ger-397	228	12	,	,	PUNCT
ger-397	228	13	with	with	ADP
ger-397	228	14	nairobi	nairobi	PROPN
ger-397	228	15	county	county	PROPN
ger-397	228	16	having	have	VERB
ger-397	228	17	a	a	DET
ger-397	228	18	much	much	ADV
ger-397	228	19	more	more	ADV
ger-397	228	20	qualified	qualified	ADJ
ger-397	228	21	ecde	ecde	ADJ
ger-397	228	22	subsector	subsector	NOUN
ger-397	228	23	staff	staff	NOUN
ger-397	228	24	.	.	PUNCT
ger-397	229	1	the	the	DET
ger-397	229	2	issue	issue	NOUN
ger-397	229	3	of	of	ADP
ger-397	229	4	hiring	hire	VERB
ger-397	229	5	teachers	teacher	NOUN
ger-397	229	6	for	for	ADP
ger-397	229	7	ecde	ecde	ADJ
ger-397	229	8	centers	center	NOUN
ger-397	229	9	became	become	VERB
ger-397	229	10	contentious	contentious	ADJ
ger-397	229	11	because	because	SCONJ
ger-397	229	12	of	of	ADP
ger-397	229	13	a	a	DET
ger-397	229	14	disagreement	disagreement	NOUN
ger-397	229	15	at	at	ADP
ger-397	229	16	the	the	DET
ger-397	229	17	national	national	ADJ
ger-397	229	18	level	level	NOUN
ger-397	229	19	regarding	regard	VERB
ger-397	229	20	whether	whether	SCONJ
ger-397	229	21	teachers	teacher	NOUN
ger-397	229	22	should	should	AUX
ger-397	229	23	be	be	AUX
ger-397	229	24	selected	select	VERB
ger-397	229	25	and	and	CCONJ
ger-397	229	26	paid	pay	VERB
ger-397	229	27	at	at	ADP
ger-397	229	28	the	the	DET
ger-397	229	29	national	national	ADJ
ger-397	229	30	or	or	CCONJ
ger-397	229	31	county	county	NOUN
ger-397	229	32	level	level	NOUN
ger-397	229	33	.	.	PUNCT
ger-397	230	1	in	in	ADP
ger-397	230	2	2016	2016	NUM
ger-397	230	3	and	and	CCONJ
ger-397	230	4	2017	2017	NUM
ger-397	230	5	,	,	PUNCT
ger-397	230	6	the	the	DET
ger-397	230	7	county	county	NOUN
ger-397	230	8	governments	government	NOUN
ger-397	230	9	hired	hire	VERB
ger-397	230	10	temporary	temporary	ADJ
ger-397	230	11	teachers	teacher	NOUN
ger-397	230	12	,	,	PUNCT
ger-397	230	13	resulting	result	VERB
ger-397	230	14	in	in	ADP
ger-397	230	15	wide	wide	ADJ
ger-397	230	16	variation	variation	NOUN
ger-397	230	17	in	in	ADP
ger-397	230	18	teacher	teacher	NOUN
ger-397	230	19	qualifications	qualification	NOUN
ger-397	230	20	and	and	CCONJ
ger-397	230	21	salaries	salary	NOUN
ger-397	230	22	paid	pay	VERB
ger-397	230	23	to	to	PART
ger-397	230	24	ecde	ecde	VERB
ger-397	230	25	teachers	teacher	NOUN
ger-397	230	26	by	by	ADP
ger-397	230	27	county	county	PROPN
ger-397	230	28	,	,	PUNCT
ger-397	230	29	a	a	DET
ger-397	230	30	situation	situation	NOUN
ger-397	230	31	which	which	PRON
ger-397	230	32	can	can	AUX
ger-397	230	33	lead	lead	VERB
ger-397	230	34	to	to	ADP
ger-397	230	35	teacher	teacher	NOUN
ger-397	230	36	turnover	turnover	NOUN
ger-397	230	37	due	due	ADJ
ger-397	230	38	to	to	ADP
ger-397	230	39	cross	cross	ADJ
ger-397	230	40	-	-	ADJ
ger-397	230	41	county	county	NOUN
ger-397	230	42	transfers	transfer	NOUN
ger-397	230	43	.	.	PUNCT
ger-397	231	1	at	at	ADP
ger-397	231	2	the	the	DET
ger-397	231	3	time	time	NOUN
ger-397	231	4	the	the	DET
ger-397	231	5	data	datum	NOUN
ger-397	231	6	were	be	AUX
ger-397	231	7	collected	collect	VERB
ger-397	231	8	,	,	PUNCT
ger-397	231	9	the	the	DET
ger-397	231	10	nationallevel	nationallevel	NOUN
ger-397	231	11	teachers	teacher	NOUN
ger-397	231	12	’	'	PUNCT
ger-397	231	13	service	service	NOUN
ger-397	231	14	commission	commission	NOUN
ger-397	231	15	was	be	AUX
ger-397	231	16	working	work	VERB
ger-397	231	17	with	with	ADP
ger-397	231	18	the	the	DET
ger-397	231	19	counties	county	NOUN
ger-397	231	20	to	to	PART
ger-397	231	21	develop	develop	VERB
ger-397	231	22	schemes	scheme	NOUN
ger-397	231	23	of	of	ADP
ger-397	231	24	service	service	NOUN
ger-397	231	25	,	,	PUNCT
ger-397	231	26	which	which	PRON
ger-397	231	27	is	be	AUX
ger-397	231	28	the	the	DET
ger-397	231	29	kenyan	kenyan	ADJ
ger-397	231	30	mechanism	mechanism	NOUN
ger-397	231	31	for	for	ADP
ger-397	231	32	clarifying	clarify	VERB
ger-397	231	33	roles	role	NOUN
ger-397	231	34	and	and	CCONJ
ger-397	231	35	responsibilities	responsibility	NOUN
ger-397	231	36	for	for	ADP
ger-397	231	37	teachers	teacher	NOUN
ger-397	231	38	as	as	ADV
ger-397	231	39	well	well	ADV
ger-397	231	40	as	as	ADP
ger-397	231	41	specifying	specify	VERB
ger-397	231	42	the	the	DET
ger-397	231	43	criteria	criterion	NOUN
ger-397	231	44	for	for	ADP
ger-397	231	45	their	their	PRON
ger-397	231	46	selection	selection	NOUN
ger-397	231	47	and	and	CCONJ
ger-397	231	48	hiring	hiring	NOUN
ger-397	231	49	.	.	PUNCT
ger-397	232	1	each	each	DET
ger-397	232	2	county	county	NOUN
ger-397	232	3	had	have	AUX
ger-397	232	4	instituted	institute	VERB
ger-397	232	5	a	a	DET
ger-397	232	6	minimum	minimum	ADJ
ger-397	232	7	qualification	qualification	NOUN
ger-397	232	8	for	for	ADP
ger-397	232	9	ecde	ecde	ADJ
ger-397	232	10	teachers	teacher	NOUN
ger-397	232	11	at	at	ADP
ger-397	232	12	the	the	DET
ger-397	232	13	certificate	certificate	NOUN
ger-397	232	14	level,5	level,5	NOUN
ger-397	232	15	ensuring	ensure	VERB
ger-397	232	16	that	that	SCONJ
ger-397	232	17	each	each	DET
ger-397	232	18	trainee	trainee	NOUN
ger-397	232	19	would	would	AUX
ger-397	232	20	have	have	VERB
ger-397	232	21	exposure	exposure	NOUN
ger-397	232	22	to	to	ADP
ger-397	232	23	key	key	ADJ
ger-397	232	24	ecde	ecde	ADJ
ger-397	232	25	topics	topic	NOUN
ger-397	232	26	,	,	PUNCT
ger-397	232	27	whether	whether	SCONJ
ger-397	232	28	they	they	PRON
ger-397	232	29	attended	attend	VERB
ger-397	232	30	a	a	DET
ger-397	232	31	public	public	ADJ
ger-397	232	32	or	or	CCONJ
ger-397	232	33	private	private	ADJ
ger-397	232	34	teacher	teacher	NOUN
ger-397	232	35	training	training	NOUN
ger-397	232	36	facility	facility	NOUN
ger-397	232	37	.	.	PUNCT
ger-397	233	1	curriculum	curriculum	PROPN
ger-397	233	2	,	,	PUNCT
ger-397	233	3	plus	plus	CCONJ
ger-397	233	4	teaching	teaching	NOUN
ger-397	233	5	and	and	CCONJ
ger-397	233	6	learning	learn	VERB
ger-397	233	7	materials	material	NOUN
ger-397	233	8	when	when	SCONJ
ger-397	233	9	the	the	DET
ger-397	233	10	research	research	NOUN
ger-397	233	11	team	team	NOUN
ger-397	233	12	asked	ask	VERB
ger-397	233	13	respondents	respondent	NOUN
ger-397	233	14	to	to	PART
ger-397	233	15	describe	describe	VERB
ger-397	233	16	the	the	DET
ger-397	233	17	mechanisms	mechanism	NOUN
ger-397	233	18	for	for	ADP
ger-397	233	19	developing	develop	VERB
ger-397	233	20	,	,	PUNCT
ger-397	233	21	purchasing	purchasing	NOUN
ger-397	233	22	,	,	PUNCT
ger-397	233	23	and	and	CCONJ
ger-397	233	24	distributing	distribute	VERB
ger-397	233	25	instructional	instructional	ADJ
ger-397	233	26	materials	material	NOUN
ger-397	233	27	for	for	ADP
ger-397	233	28	ecde	ecde	ADJ
ger-397	233	29	centers	center	NOUN
ger-397	233	30	,	,	PUNCT
ger-397	233	31	there	there	PRON
ger-397	233	32	was	be	VERB
ger-397	233	33	near	near	ADP
ger-397	233	34	unanimity	unanimity	NOUN
ger-397	233	35	that	that	SCONJ
ger-397	233	36	the	the	DET
ger-397	233	37	counties	county	NOUN
ger-397	233	38	were	be	AUX
ger-397	233	39	investing	invest	VERB
ger-397	233	40	very	very	ADV
ger-397	233	41	little	little	ADJ
ger-397	233	42	of	of	ADP
ger-397	233	43	their	their	PRON
ger-397	233	44	resources	resource	NOUN
ger-397	233	45	in	in	ADP
ger-397	233	46	these	these	DET
ger-397	233	47	materials	material	NOUN
ger-397	233	48	.	.	PUNCT
ger-397	234	1	the	the	DET
ger-397	234	2	selection	selection	NOUN
ger-397	234	3	of	of	ADP
ger-397	234	4	materials	material	NOUN
ger-397	234	5	happened	happen	VERB
ger-397	234	6	both	both	PRON
ger-397	234	7	at	at	ADP
ger-397	234	8	schools	school	NOUN
ger-397	234	9	and	and	CCONJ
ger-397	234	10	at	at	ADP
ger-397	234	11	the	the	DET
ger-397	234	12	county	county	NOUN
ger-397	234	13	level	level	NOUN
ger-397	234	14	.	.	PUNCT
ger-397	235	1	in	in	ADP
ger-397	235	2	some	some	DET
ger-397	235	3	counties	county	NOUN
ger-397	235	4	,	,	PUNCT
ger-397	235	5	the	the	DET
ger-397	235	6	selection	selection	NOUN
ger-397	235	7	was	be	AUX
ger-397	235	8	done	do	VERB
ger-397	235	9	through	through	ADP
ger-397	235	10	a	a	DET
ger-397	235	11	school	school	NOUN
ger-397	235	12	management	management	NOUN
ger-397	235	13	committee	committee	NOUN
ger-397	235	14	;	;	PUNCT
ger-397	235	15	in	in	ADP
ger-397	235	16	others	other	NOUN
ger-397	235	17	,	,	PUNCT
ger-397	235	18	by	by	ADP
ger-397	235	19	the	the	DET
ger-397	235	20	county	county	NOUN
ger-397	235	21	office	office	NOUN
ger-397	235	22	.	.	PUNCT
ger-397	236	1	furthermore	furthermore	ADV
ger-397	236	2	,	,	PUNCT
ger-397	236	3	the	the	DET
ger-397	236	4	language	language	NOUN
ger-397	236	5	-	-	PUNCT
ger-397	236	6	ofinstruction	ofinstruction	NOUN
ger-397	236	7	policy	policy	NOUN
ger-397	236	8	for	for	ADP
ger-397	236	9	ecde	ecde	ADJ
ger-397	236	10	calls	call	NOUN
ger-397	236	11	for	for	ADP
ger-397	236	12	use	use	NOUN
ger-397	236	13	of	of	ADP
ger-397	236	14	the	the	DET
ger-397	236	15	“	"	PUNCT
ger-397	236	16	language	language	NOUN
ger-397	236	17	of	of	ADP
ger-397	236	18	the	the	DET
ger-397	236	19	catchment	catchment	NOUN
ger-397	236	20	area	area	NOUN
ger-397	236	21	”	"	PUNCT
ger-397	236	22	(	(	PUNCT
ger-397	236	23	or	or	CCONJ
ger-397	236	24	local	local	ADJ
ger-397	236	25	community	community	NOUN
ger-397	236	26	)	)	PUNCT
ger-397	236	27	,	,	PUNCT
ger-397	236	28	but	but	CCONJ
ger-397	236	29	some	some	DET
ger-397	236	30	schools	school	NOUN
ger-397	236	31	had	have	AUX
ger-397	236	32	chosen	choose	VERB
ger-397	236	33	materials	material	NOUN
ger-397	236	34	that	that	PRON
ger-397	236	35	ignored	ignore	VERB
ger-397	236	36	the	the	DET
ger-397	236	37	local	local	ADJ
ger-397	236	38	language	language	NOUN
ger-397	236	39	policy	policy	NOUN
ger-397	236	40	and	and	CCONJ
ger-397	236	41	were	be	AUX
ger-397	236	42	using	use	VERB
ger-397	236	43	english	english	PROPN
ger-397	236	44	instead	instead	ADV
ger-397	236	45	.	.	PUNCT
ger-397	237	1	most	most	ADJ
ger-397	237	2	counties	county	NOUN
ger-397	237	3	had	have	VERB
ger-397	237	4	no	no	DET
ger-397	237	5	budget	budget	NOUN
ger-397	237	6	line	line	NOUN
ger-397	237	7	for	for	ADP
ger-397	237	8	instructional	instructional	ADJ
ger-397	237	9	materials	material	NOUN
ger-397	237	10	,	,	PUNCT
ger-397	237	11	and	and	CCONJ
ger-397	237	12	in	in	ADP
ger-397	237	13	those	those	DET
ger-397	237	14	settings	setting	NOUN
ger-397	237	15	,	,	PUNCT
ger-397	237	16	material	material	NOUN
ger-397	237	17	purchases	purchase	NOUN
ger-397	237	18	became	become	VERB
ger-397	237	19	the	the	DET
ger-397	237	20	purview	purview	NOUN
ger-397	237	21	of	of	ADP
ger-397	237	22	individual	individual	ADJ
ger-397	237	23	schools	school	NOUN
ger-397	237	24	,	,	PUNCT
ger-397	237	25	which	which	PRON
ger-397	237	26	often	often	ADV
ger-397	237	27	passed	pass	VERB
ger-397	237	28	along	along	ADP
ger-397	237	29	the	the	DET
ger-397	237	30	cost	cost	NOUN
ger-397	237	31	to	to	ADP
ger-397	237	32	parents	parent	NOUN
ger-397	237	33	in	in	ADP
ger-397	237	34	the	the	DET
ger-397	237	35	form	form	NOUN
ger-397	237	36	of	of	ADP
ger-397	237	37	additional	additional	ADJ
ger-397	237	38	fees	fee	NOUN
ger-397	237	39	.	.	PUNCT
ger-397	238	1	this	this	DET
ger-397	238	2	finding	finding	NOUN
ger-397	238	3	suggests	suggest	VERB
ger-397	238	4	that	that	SCONJ
ger-397	238	5	access	access	NOUN
ger-397	238	6	to	to	ADP
ger-397	238	7	appropriate	appropriate	ADJ
ger-397	238	8	materials	material	NOUN
ger-397	238	9	likely	likely	ADV
ger-397	238	10	was	be	AUX
ger-397	238	11	inequitable	inequitable	ADJ
ger-397	238	12	,	,	PUNCT
ger-397	238	13	since	since	SCONJ
ger-397	238	14	schools	school	NOUN
ger-397	238	15	with	with	ADP
ger-397	238	16	more	more	ADJ
ger-397	238	17	wealthy	wealthy	ADJ
ger-397	238	18	parents	parent	NOUN
ger-397	238	19	were	be	AUX
ger-397	238	20	likely	likely	ADV
ger-397	238	21	able	able	ADJ
ger-397	238	22	to	to	PART
ger-397	238	23	afford	afford	VERB
ger-397	238	24	more	more	ADJ
ger-397	238	25	and	and	CCONJ
ger-397	238	26	better	well	ADJ
ger-397	238	27	materials	material	NOUN
ger-397	238	28	.	.	PUNCT
ger-397	239	1	standards	standard	NOUN
ger-397	239	2	,	,	PUNCT
ger-397	239	3	monitoring	monitoring	NOUN
ger-397	239	4	,	,	PUNCT
ger-397	239	5	and	and	CCONJ
ger-397	239	6	learning	learn	VERB
ger-397	239	7	the	the	DET
ger-397	239	8	findings	finding	NOUN
ger-397	239	9	revealed	reveal	VERB
ger-397	239	10	that	that	SCONJ
ger-397	239	11	most	most	ADJ
ger-397	239	12	counties	county	NOUN
ger-397	239	13	had	have	VERB
ger-397	239	14	no	no	DET
ger-397	239	15	funds	fund	NOUN
ger-397	239	16	available	available	ADJ
ger-397	239	17	for	for	ADP
ger-397	239	18	teacher	teacher	NOUN
ger-397	239	19	training	training	NOUN
ger-397	239	20	and	and	CCONJ
ger-397	239	21	support	support	NOUN
ger-397	239	22	.	.	PUNCT
ger-397	240	1	this	this	PRON
ger-397	240	2	applied	apply	VERB
ger-397	240	3	to	to	ADP
ger-397	240	4	both	both	DET
ger-397	240	5	initial	initial	ADJ
ger-397	240	6	induction	induction	NOUN
ger-397	240	7	and	and	CCONJ
ger-397	240	8	ongoing	ongoing	ADJ
ger-397	240	9	short	short	ADJ
ger-397	240	10	courses	course	NOUN
ger-397	240	11	or	or	CCONJ
ger-397	240	12	refresher	refresher	NOUN
ger-397	240	13	trainings	training	NOUN
ger-397	240	14	.	.	PUNCT
ger-397	241	1	preprimary	preprimary	NOUN
ger-397	241	2	teachers	teacher	NOUN
ger-397	241	3	were	be	AUX
ger-397	241	4	expected	expect	VERB
ger-397	241	5	to	to	PART
ger-397	241	6	have	have	AUX
ger-397	241	7	undergone	undergo	VERB
ger-397	241	8	at	at	ADP
ger-397	241	9	least	least	ADV
ger-397	241	10	two	two	NUM
ger-397	241	11	years	year	NOUN
ger-397	241	12	of	of	ADP
ger-397	241	13	training	training	NOUN
ger-397	241	14	at	at	ADP
ger-397	241	15	either	either	CCONJ
ger-397	241	16	the	the	DET
ger-397	241	17	certificate	certificate	NOUN
ger-397	241	18	or	or	CCONJ
ger-397	241	19	diploma	diploma	NOUN
ger-397	241	20	level	level	NOUN
ger-397	241	21	.	.	PUNCT
ger-397	242	1	in	in	ADP
ger-397	242	2	-	-	PUNCT
ger-397	242	3	service	service	NOUN
ger-397	242	4	training	training	NOUN
ger-397	242	5	was	be	AUX
ger-397	242	6	offered	offer	VERB
ger-397	242	7	during	during	ADP
ger-397	242	8	school	school	NOUN
ger-397	242	9	holidays	holiday	NOUN
ger-397	242	10	.	.	PUNCT
ger-397	243	1	although	although	SCONJ
ger-397	243	2	structures	structure	NOUN
ger-397	243	3	had	have	AUX
ger-397	243	4	been	be	AUX
ger-397	243	5	established	establish	VERB
ger-397	243	6	to	to	PART
ger-397	243	7	provide	provide	VERB
ger-397	243	8	ecde	ecde	ADJ
ger-397	243	9	teacher	teacher	NOUN
ger-397	243	10	trainings	training	NOUN
ger-397	243	11	and	and	CCONJ
ger-397	243	12	support	support	NOUN
ger-397	243	13	(	(	PUNCT
ger-397	243	14	a	a	DET
ger-397	243	15	national	national	ADJ
ger-397	243	16	center	center	NOUN
ger-397	243	17	for	for	ADP
ger-397	243	18	early	early	ADJ
ger-397	243	19	childhood	childhood	NOUN
ger-397	243	20	education	education	NOUN
ger-397	243	21	,	,	PUNCT
ger-397	243	22	district	district	NOUN
ger-397	243	23	centers	center	NOUN
ger-397	243	24	for	for	ADP
ger-397	243	25	early	early	ADJ
ger-397	243	26	childhood	childhood	NOUN
ger-397	243	27	education	education	NOUN
ger-397	243	28	)	)	PUNCT
ger-397	243	29	,	,	PUNCT
ger-397	243	30	these	these	DET
ger-397	243	31	structures	structure	NOUN
ger-397	243	32	were	be	AUX
ger-397	243	33	not	not	PART
ger-397	243	34	activated	activate	VERB
ger-397	243	35	after	after	ADP
ger-397	243	36	devolution	devolution	NOUN
ger-397	243	37	,	,	PUNCT
ger-397	243	38	since	since	SCONJ
ger-397	243	39	their	their	PRON
ger-397	243	40	staff	staff	NOUN
ger-397	243	41	had	have	AUX
ger-397	243	42	been	be	AUX
ger-397	243	43	redeployed	redeploy	VERB
ger-397	243	44	60	60	NUM
ger-397	243	45	global	global	ADJ
ger-397	243	46	education	education	NOUN
ger-397	243	47	review	review	NOUN
ger-397	243	48	5(2	5(2	NUM
ger-397	243	49	)	)	PUNCT
ger-397	243	50	by	by	ADP
ger-397	243	51	the	the	DET
ger-397	243	52	national	national	PROPN
ger-397	243	53	teachers	teachers	PROPN
ger-397	243	54	’	'	PUNCT
ger-397	243	55	service	service	NOUN
ger-397	243	56	commission	commission	NOUN
ger-397	243	57	to	to	ADP
ger-397	243	58	other	other	ADJ
ger-397	243	59	jobs	job	NOUN
ger-397	243	60	.	.	PUNCT
ger-397	244	1	some	some	DET
ger-397	244	2	ecde	ecde	ADJ
ger-397	244	3	trainings	training	NOUN
ger-397	244	4	continued	continue	VERB
ger-397	244	5	on	on	ADP
ger-397	244	6	an	an	DET
ger-397	244	7	ad	ad	NOUN
ger-397	244	8	hoc	hoc	X
ger-397	244	9	basis	basis	NOUN
ger-397	244	10	,	,	PUNCT
ger-397	244	11	but	but	CCONJ
ger-397	244	12	the	the	DET
ger-397	244	13	ministry	ministry	PROPN
ger-397	244	14	of	of	ADP
ger-397	244	15	education	education	PROPN
ger-397	244	16	has	have	AUX
ger-397	244	17	since	since	SCONJ
ger-397	244	18	stated	state	VERB
ger-397	244	19	that	that	SCONJ
ger-397	244	20	primary	primary	ADJ
ger-397	244	21	teacher	teacher	NOUN
ger-397	244	22	training	training	NOUN
ger-397	244	23	colleges	college	NOUN
ger-397	244	24	will	will	AUX
ger-397	244	25	be	be	AUX
ger-397	244	26	responsible	responsible	ADJ
ger-397	244	27	for	for	ADP
ger-397	244	28	such	such	ADJ
ger-397	244	29	training	training	NOUN
ger-397	244	30	in	in	ADP
ger-397	244	31	the	the	DET
ger-397	244	32	future	future	NOUN
ger-397	244	33	.	.	PUNCT
ger-397	245	1	in	in	ADP
ger-397	245	2	short	short	ADJ
ger-397	245	3	,	,	PUNCT
ger-397	245	4	beyond	beyond	ADP
ger-397	245	5	the	the	DET
ger-397	245	6	trainings	training	NOUN
ger-397	245	7	and	and	CCONJ
ger-397	245	8	capacity	capacity	NOUN
ger-397	245	9	-	-	PUNCT
ger-397	245	10	building	building	NOUN
ger-397	245	11	programs	program	NOUN
ger-397	245	12	implemented	implement	VERB
ger-397	245	13	in	in	ADP
ger-397	245	14	donor	donor	NOUN
ger-397	245	15	-	-	PUNCT
ger-397	245	16	funded	fund	VERB
ger-397	245	17	programs	program	NOUN
ger-397	245	18	,	,	PUNCT
ger-397	245	19	teachers	teacher	NOUN
ger-397	245	20	in	in	ADP
ger-397	245	21	the	the	DET
ger-397	245	22	counties	county	NOUN
ger-397	245	23	had	have	VERB
ger-397	245	24	no	no	DET
ger-397	245	25	access	access	NOUN
ger-397	245	26	to	to	ADP
ger-397	245	27	additional	additional	ADJ
ger-397	245	28	ecde	ecde	ADJ
ger-397	245	29	training	training	NOUN
ger-397	245	30	.	.	PUNCT
ger-397	246	1	similarly	similarly	ADV
ger-397	246	2	,	,	PUNCT
ger-397	246	3	none	none	NOUN
ger-397	246	4	of	of	ADP
ger-397	246	5	the	the	DET
ger-397	246	6	counties	county	NOUN
ger-397	246	7	interviewed	interview	VERB
ger-397	246	8	had	have	VERB
ger-397	246	9	an	an	DET
ger-397	246	10	organized	organized	ADJ
ger-397	246	11	teacher	teacher	NOUN
ger-397	246	12	support	support	NOUN
ger-397	246	13	structure	structure	NOUN
ger-397	246	14	,	,	PUNCT
ger-397	246	15	including	include	VERB
ger-397	246	16	a	a	DET
ger-397	246	17	transportation	transportation	NOUN
ger-397	246	18	budget	budget	NOUN
ger-397	246	19	that	that	PRON
ger-397	246	20	would	would	AUX
ger-397	246	21	allow	allow	VERB
ger-397	246	22	ecde	ecde	ADJ
ger-397	246	23	officers	officer	NOUN
ger-397	246	24	to	to	PART
ger-397	246	25	offer	offer	VERB
ger-397	246	26	classroom	classroom	NOUN
ger-397	246	27	-	-	PUNCT
ger-397	246	28	level	level	NOUN
ger-397	246	29	mentoring	mentoring	NOUN
ger-397	246	30	and	and	CCONJ
ger-397	246	31	support	support	NOUN
ger-397	246	32	to	to	ADP
ger-397	246	33	teachers	teacher	NOUN
ger-397	246	34	.	.	PUNCT
ger-397	247	1	parental	parental	ADJ
ger-397	247	2	and	and	CCONJ
ger-397	247	3	community	community	NOUN
ger-397	247	4	support	support	NOUN
ger-397	247	5	and	and	CCONJ
ger-397	247	6	engagement	engagement	VERB
ger-397	247	7	our	our	PRON
ger-397	247	8	findings	finding	NOUN
ger-397	247	9	revealed	reveal	VERB
ger-397	247	10	significant	significant	ADJ
ger-397	247	11	demand	demand	NOUN
ger-397	247	12	for	for	ADP
ger-397	247	13	high	high	ADJ
ger-397	247	14	-	-	PUNCT
ger-397	247	15	quality	quality	NOUN
ger-397	247	16	ecde	ecde	ADJ
ger-397	247	17	provision	provision	NOUN
ger-397	247	18	.	.	PUNCT
ger-397	248	1	the	the	DET
ger-397	248	2	counties	county	NOUN
ger-397	248	3	responded	respond	VERB
ger-397	248	4	to	to	ADP
ger-397	248	5	this	this	DET
ger-397	248	6	demand	demand	NOUN
ger-397	248	7	in	in	ADP
ger-397	248	8	a	a	DET
ger-397	248	9	variety	variety	NOUN
ger-397	248	10	of	of	ADP
ger-397	248	11	ways	way	NOUN
ger-397	248	12	,	,	PUNCT
ger-397	248	13	as	as	SCONJ
ger-397	248	14	did	do	VERB
ger-397	248	15	parents	parent	NOUN
ger-397	248	16	or	or	CCONJ
ger-397	248	17	caregivers	caregiver	NOUN
ger-397	248	18	.	.	PUNCT
ger-397	249	1	in	in	ADP
ger-397	249	2	urban	urban	ADJ
ger-397	249	3	areas	area	NOUN
ger-397	249	4	,	,	PUNCT
ger-397	249	5	such	such	ADJ
ger-397	249	6	as	as	ADP
ger-397	249	7	nairobi	nairobi	PROPN
ger-397	249	8	,	,	PUNCT
ger-397	249	9	mombasa	mombasa	PROPN
ger-397	249	10	,	,	PUNCT
ger-397	249	11	and	and	CCONJ
ger-397	249	12	eldoret	eldoret	ADJ
ger-397	249	13	town	town	NOUN
ger-397	249	14	in	in	ADP
ger-397	249	15	uasin	uasin	PROPN
ger-397	249	16	gishu	gishu	NOUN
ger-397	249	17	,	,	PUNCT
ger-397	249	18	demand	demand	NOUN
ger-397	249	19	was	be	AUX
ger-397	249	20	growing	grow	VERB
ger-397	249	21	for	for	ADP
ger-397	249	22	what	what	PRON
ger-397	249	23	was	be	AUX
ger-397	249	24	perceived	perceive	VERB
ger-397	249	25	as	as	ADP
ger-397	249	26	high	high	ADJ
ger-397	249	27	-	-	PUNCT
ger-397	249	28	quality	quality	NOUN
ger-397	249	29	ecde	ecde	ADJ
ger-397	249	30	in	in	ADP
ger-397	249	31	the	the	DET
ger-397	249	32	informal	informal	ADJ
ger-397	249	33	settlements	settlement	NOUN
ger-397	249	34	.	.	PUNCT
ger-397	250	1	respondents	respondent	NOUN
ger-397	250	2	indicated	indicate	VERB
ger-397	250	3	that	that	SCONJ
ger-397	250	4	many	many	ADJ
ger-397	250	5	parents	parent	NOUN
ger-397	250	6	enrolled	enrol	VERB
ger-397	250	7	their	their	PRON
ger-397	250	8	children	child	NOUN
ger-397	250	9	in	in	ADP
ger-397	250	10	apbet	apbet	ADJ
ger-397	250	11	centers	center	NOUN
ger-397	250	12	because	because	SCONJ
ger-397	250	13	they	they	PRON
ger-397	250	14	believed	believe	VERB
ger-397	250	15	that	that	SCONJ
ger-397	250	16	the	the	DET
ger-397	250	17	instructional	instructional	ADJ
ger-397	250	18	quality	quality	NOUN
ger-397	250	19	was	be	AUX
ger-397	250	20	higher	high	ADJ
ger-397	250	21	than	than	ADP
ger-397	250	22	in	in	ADP
ger-397	250	23	public	public	ADJ
ger-397	250	24	schools	school	NOUN
ger-397	250	25	.	.	PUNCT
ger-397	251	1	this	this	PRON
ger-397	251	2	held	hold	VERB
ger-397	251	3	true	true	ADJ
ger-397	251	4	even	even	ADV
ger-397	251	5	if	if	SCONJ
ger-397	251	6	the	the	DET
ger-397	251	7	physical	physical	ADJ
ger-397	251	8	facilities	facility	NOUN
ger-397	251	9	that	that	PRON
ger-397	251	10	the	the	DET
ger-397	251	11	apbet	apbet	ADJ
ger-397	251	12	institutions	institution	NOUN
ger-397	251	13	occupied	occupy	VERB
ger-397	251	14	were	be	AUX
ger-397	251	15	not	not	PART
ger-397	251	16	much	much	ADV
ger-397	251	17	more	more	ADJ
ger-397	251	18	than	than	ADP
ger-397	251	19	a	a	DET
ger-397	251	20	tin	tin	NOUN
ger-397	251	21	roof	roof	NOUN
ger-397	251	22	and	and	CCONJ
ger-397	251	23	bare	bare	ADJ
ger-397	251	24	walls	wall	NOUN
ger-397	251	25	.	.	PUNCT
ger-397	252	1	the	the	DET
ger-397	252	2	countylevel	countylevel	ADJ
ger-397	252	3	respondents	respondent	NOUN
ger-397	252	4	noted	note	VERB
ger-397	252	5	that	that	SCONJ
ger-397	252	6	there	there	PRON
ger-397	252	7	were	be	VERB
ger-397	252	8	“	"	PUNCT
ger-397	252	9	better	well	ADJ
ger-397	252	10	conditions	condition	NOUN
ger-397	252	11	”	"	PUNCT
ger-397	252	12	in	in	ADP
ger-397	252	13	these	these	DET
ger-397	252	14	private	private	ADJ
ger-397	252	15	institutions	institution	NOUN
ger-397	252	16	,	,	PUNCT
ger-397	252	17	referring	refer	VERB
ger-397	252	18	to	to	ADP
ger-397	252	19	the	the	DET
ger-397	252	20	quality	quality	NOUN
ger-397	252	21	of	of	ADP
ger-397	252	22	the	the	DET
ger-397	252	23	teachers	teacher	NOUN
ger-397	252	24	and	and	CCONJ
ger-397	252	25	availability	availability	NOUN
ger-397	252	26	of	of	ADP
ger-397	252	27	learning	learn	VERB
ger-397	252	28	materials	material	NOUN
ger-397	252	29	other	other	ADJ
ger-397	252	30	than	than	ADP
ger-397	252	31	just	just	ADV
ger-397	252	32	walls	wall	NOUN
ger-397	252	33	and	and	CCONJ
ger-397	252	34	chalkboards	chalkboard	NOUN
ger-397	252	35	.	.	PUNCT
ger-397	253	1	the	the	DET
ger-397	253	2	study	study	NOUN
ger-397	253	3	revealed	reveal	VERB
ger-397	253	4	a	a	DET
ger-397	253	5	contrast	contrast	NOUN
ger-397	253	6	in	in	ADP
ger-397	253	7	terms	term	NOUN
ger-397	253	8	of	of	ADP
ger-397	253	9	what	what	PRON
ger-397	253	10	county	county	NOUN
ger-397	253	11	-	-	PUNCT
ger-397	253	12	level	level	NOUN
ger-397	253	13	decisionmakers	decisionmaker	NOUN
ger-397	253	14	and	and	CCONJ
ger-397	253	15	parents	parent	NOUN
ger-397	253	16	prioritized	prioritize	VERB
ger-397	253	17	:	:	PUNCT
ger-397	253	18	the	the	DET
ger-397	253	19	former	former	ADJ
ger-397	253	20	expressed	express	VERB
ger-397	253	21	interest	interest	NOUN
ger-397	253	22	in	in	ADP
ger-397	253	23	investing	invest	VERB
ger-397	253	24	in	in	ADP
ger-397	253	25	ecde	ecde	ADJ
ger-397	253	26	infrastructure	infrastructure	NOUN
ger-397	253	27	to	to	PART
ger-397	253	28	garner	garner	VERB
ger-397	253	29	political	political	ADJ
ger-397	253	30	support	support	NOUN
ger-397	253	31	,	,	PUNCT
ger-397	253	32	while	while	SCONJ
ger-397	253	33	the	the	DET
ger-397	253	34	latter	latter	ADJ
ger-397	253	35	in	in	ADP
ger-397	253	36	fact	fact	NOUN
ger-397	253	37	preferred	preferred	ADJ
ger-397	253	38	centers	center	NOUN
ger-397	253	39	that	that	PRON
ger-397	253	40	had	have	AUX
ger-397	253	41	invested	invest	VERB
ger-397	253	42	in	in	ADP
ger-397	253	43	better	well	ADJ
ger-397	253	44	teaching	teaching	NOUN
ger-397	253	45	and	and	CCONJ
ger-397	253	46	learning	learn	VERB
ger-397	253	47	materials	material	NOUN
ger-397	253	48	(	(	PUNCT
ger-397	253	49	even	even	ADV
ger-397	253	50	with	with	ADP
ger-397	253	51	lower	low	ADJ
ger-397	253	52	quality	quality	NOUN
ger-397	253	53	infrastructure	infrastructure	NOUN
ger-397	253	54	)	)	PUNCT
ger-397	253	55	.	.	PUNCT
ger-397	254	1	equitable	equitable	ADJ
ger-397	254	2	and	and	CCONJ
ger-397	254	3	inclusive	inclusive	ADJ
ger-397	254	4	access	access	NOUN
ger-397	254	5	in	in	ADP
ger-397	254	6	the	the	DET
ger-397	254	7	health	health	NOUN
ger-397	254	8	subsector	subsector	NOUN
ger-397	254	9	in	in	ADP
ger-397	254	10	this	this	DET
ger-397	254	11	section	section	NOUN
ger-397	254	12	,	,	PUNCT
ger-397	254	13	we	we	PRON
ger-397	254	14	have	have	AUX
ger-397	254	15	expanded	expand	VERB
ger-397	254	16	rossiter	rossiter	NOUN
ger-397	254	17	’s	’s	PART
ger-397	254	18	(	(	PUNCT
ger-397	254	19	2016	2016	NUM
ger-397	254	20	)	)	PUNCT
ger-397	254	21	discussion	discussion	NOUN
ger-397	254	22	on	on	ADP
ger-397	254	23	equitable	equitable	ADJ
ger-397	254	24	and	and	CCONJ
ger-397	254	25	inclusive	inclusive	ADJ
ger-397	254	26	access	access	NOUN
ger-397	254	27	to	to	PART
ger-397	254	28	include	include	VERB
ger-397	254	29	the	the	DET
ger-397	254	30	health	health	NOUN
ger-397	254	31	subsector	subsector	NOUN
ger-397	254	32	,	,	PUNCT
ger-397	254	33	as	as	SCONJ
ger-397	254	34	we	we	PRON
ger-397	254	35	sought	seek	VERB
ger-397	254	36	to	to	PART
ger-397	254	37	specifically	specifically	ADV
ger-397	254	38	examine	examine	VERB
ger-397	254	39	how	how	SCONJ
ger-397	254	40	counties	county	NOUN
ger-397	254	41	engaged	engage	VERB
ger-397	254	42	with	with	ADP
ger-397	254	43	health	health	NOUN
ger-397	254	44	structures	structure	NOUN
ger-397	254	45	.	.	PUNCT
ger-397	255	1	when	when	SCONJ
ger-397	255	2	the	the	DET
ger-397	255	3	tayari	tayari	ADJ
ger-397	255	4	research	research	NOUN
ger-397	255	5	team	team	NOUN
ger-397	255	6	asked	ask	VERB
ger-397	255	7	about	about	ADP
ger-397	255	8	the	the	DET
ger-397	255	9	availability	availability	NOUN
ger-397	255	10	of	of	ADP
ger-397	255	11	child	child	NOUN
ger-397	255	12	health	health	NOUN
ger-397	255	13	programs	program	NOUN
ger-397	255	14	in	in	ADP
ger-397	255	15	the	the	DET
ger-397	255	16	county	county	NOUN
ger-397	255	17	for	for	ADP
ger-397	255	18	ecdeaged	ecdeage	VERB
ger-397	255	19	learners	learner	NOUN
ger-397	255	20	,	,	PUNCT
ger-397	255	21	they	they	PRON
ger-397	255	22	found	find	VERB
ger-397	255	23	no	no	DET
ger-397	255	24	counties	county	NOUN
ger-397	255	25	that	that	PRON
ger-397	255	26	were	be	AUX
ger-397	255	27	directly	directly	ADV
ger-397	255	28	implementing	implement	VERB
ger-397	255	29	child	child	NOUN
ger-397	255	30	health	health	NOUN
ger-397	255	31	programs	program	NOUN
ger-397	255	32	in	in	ADP
ger-397	255	33	schools	school	NOUN
ger-397	255	34	.	.	PUNCT
ger-397	256	1	instead	instead	ADV
ger-397	256	2	,	,	PUNCT
ger-397	256	3	counties	county	NOUN
ger-397	256	4	were	be	AUX
ger-397	256	5	collaborating	collaborate	VERB
ger-397	256	6	with	with	ADP
ger-397	256	7	the	the	DET
ger-397	256	8	ministry	ministry	PROPN
ger-397	256	9	of	of	ADP
ger-397	256	10	health	health	PROPN
ger-397	256	11	structures	structure	NOUN
ger-397	256	12	and	and	CCONJ
ger-397	256	13	donor	donor	NOUN
ger-397	256	14	-	-	PUNCT
ger-397	256	15	funded	fund	VERB
ger-397	256	16	ngos	ngo	NOUN
ger-397	256	17	operating	operate	VERB
ger-397	256	18	in	in	ADP
ger-397	256	19	their	their	PRON
ger-397	256	20	jurisdiction	jurisdiction	NOUN
ger-397	256	21	.	.	PUNCT
ger-397	257	1	counties	county	NOUN
ger-397	257	2	were	be	AUX
ger-397	257	3	supporting	support	VERB
ger-397	257	4	feeding	feeding	NOUN
ger-397	257	5	programs	program	NOUN
ger-397	257	6	at	at	ADP
ger-397	257	7	the	the	DET
ger-397	257	8	ecde	ecde	ADJ
ger-397	257	9	level	level	NOUN
ger-397	257	10	by	by	ADP
ger-397	257	11	providing	provide	VERB
ger-397	257	12	basic	basic	ADJ
ger-397	257	13	meals	meal	NOUN
ger-397	257	14	and	and	CCONJ
ger-397	257	15	milk	milk	NOUN
ger-397	257	16	at	at	ADP
ger-397	257	17	the	the	DET
ger-397	257	18	ecde	ecde	ADJ
ger-397	257	19	center	center	NOUN
ger-397	257	20	on	on	ADP
ger-397	257	21	an	an	DET
ger-397	257	22	ad	ad	NOUN
ger-397	257	23	hoc	hoc	X
ger-397	257	24	basis	basis	NOUN
ger-397	257	25	.	.	PUNCT
ger-397	258	1	although	although	SCONJ
ger-397	258	2	they	they	PRON
ger-397	258	3	had	have	VERB
ger-397	258	4	limited	limit	VERB
ger-397	258	5	resources	resource	NOUN
ger-397	258	6	to	to	PART
ger-397	258	7	pay	pay	VERB
ger-397	258	8	for	for	ADP
ger-397	258	9	health	health	NOUN
ger-397	258	10	register	register	PROPN
ger-397	258	11	data	datum	NOUN
ger-397	258	12	collection	collection	NOUN
ger-397	258	13	,	,	PUNCT
ger-397	258	14	most	most	ADJ
ger-397	258	15	counties	county	NOUN
ger-397	258	16	did	do	AUX
ger-397	258	17	not	not	PART
ger-397	258	18	regularly	regularly	ADV
ger-397	258	19	use	use	VERB
ger-397	258	20	registers	register	NOUN
ger-397	258	21	to	to	PART
ger-397	258	22	collect	collect	VERB
ger-397	258	23	child	child	NOUN
ger-397	258	24	health	health	NOUN
ger-397	258	25	data	datum	NOUN
ger-397	258	26	at	at	ADP
ger-397	258	27	the	the	DET
ger-397	258	28	ecde	ecde	ADJ
ger-397	258	29	centers	center	NOUN
ger-397	258	30	.	.	PUNCT
ger-397	259	1	the	the	DET
ger-397	259	2	respondents	respondent	NOUN
ger-397	259	3	indicated	indicate	VERB
ger-397	259	4	that	that	SCONJ
ger-397	259	5	teachers	teacher	NOUN
ger-397	259	6	used	use	VERB
ger-397	259	7	exercise	exercise	NOUN
ger-397	259	8	books	book	NOUN
ger-397	259	9	to	to	PART
ger-397	259	10	capture	capture	VERB
ger-397	259	11	some	some	DET
ger-397	259	12	health	health	NOUN
ger-397	259	13	data	datum	NOUN
ger-397	259	14	,	,	PUNCT
ger-397	259	15	but	but	CCONJ
ger-397	259	16	the	the	DET
ger-397	259	17	county	county	NOUN
ger-397	259	18	-	-	PUNCT
ger-397	259	19	level	level	NOUN
ger-397	259	20	data	datum	NOUN
ger-397	259	21	suggested	suggest	VERB
ger-397	259	22	wide	wide	ADJ
ger-397	259	23	variation	variation	NOUN
ger-397	259	24	in	in	ADP
ger-397	259	25	how	how	SCONJ
ger-397	259	26	these	these	DET
ger-397	259	27	registers	register	NOUN
ger-397	259	28	were	be	AUX
ger-397	259	29	being	be	AUX
ger-397	259	30	completed	complete	VERB
ger-397	259	31	.	.	PUNCT
ger-397	260	1	finally	finally	ADV
ger-397	260	2	,	,	PUNCT
ger-397	260	3	the	the	DET
ger-397	260	4	findings	finding	NOUN
ger-397	260	5	showed	show	VERB
ger-397	260	6	that	that	SCONJ
ger-397	260	7	both	both	DET
ger-397	260	8	handwashing	handwashing	NOUN
ger-397	260	9	and	and	CCONJ
ger-397	260	10	hygiene	hygiene	NOUN
ger-397	260	11	practices	practice	NOUN
ger-397	260	12	were	be	AUX
ger-397	260	13	taught	teach	VERB
ger-397	260	14	at	at	ADP
ger-397	260	15	the	the	DET
ger-397	260	16	county	county	NOUN
ger-397	260	17	level	level	NOUN
ger-397	260	18	in	in	ADP
ger-397	260	19	ecde	ecde	ADJ
ger-397	260	20	classrooms	classroom	NOUN
ger-397	260	21	in	in	ADP
ger-397	260	22	tayari	tayari	PROPN
ger-397	260	23	pilot	pilot	NOUN
ger-397	260	24	counties	county	NOUN
ger-397	260	25	,	,	PUNCT
ger-397	260	26	but	but	CCONJ
ger-397	260	27	the	the	DET
ger-397	260	28	connection	connection	NOUN
ger-397	260	29	between	between	ADP
ger-397	260	30	the	the	DET
ger-397	260	31	county	county	NOUN
ger-397	260	32	-	-	PUNCT
ger-397	260	33	level	level	NOUN
ger-397	260	34	policies	policy	NOUN
ger-397	260	35	and	and	CCONJ
ger-397	260	36	the	the	DET
ger-397	260	37	ability	ability	NOUN
ger-397	260	38	of	of	ADP
ger-397	260	39	teachers	teacher	NOUN
ger-397	260	40	in	in	ADP
ger-397	260	41	that	that	DET
ger-397	260	42	county	county	NOUN
ger-397	260	43	’s	’s	PART
ger-397	260	44	ecde	ecde	ADJ
ger-397	260	45	centers	center	NOUN
ger-397	260	46	to	to	PART
ger-397	260	47	formally	formally	ADV
ger-397	260	48	implement	implement	VERB
ger-397	260	49	these	these	DET
ger-397	260	50	practices	practice	NOUN
ger-397	260	51	was	be	AUX
ger-397	260	52	very	very	ADV
ger-397	260	53	weak	weak	ADJ
ger-397	260	54	.	.	PUNCT
ger-397	261	1	willingness	willingness	NOUN
ger-397	261	2	of	of	ADP
ger-397	261	3	tayari	tayari	ADJ
ger-397	261	4	counties	county	NOUN
ger-397	261	5	to	to	PART
ger-397	261	6	change	change	VERB
ger-397	261	7	allocations	allocation	NOUN
ger-397	261	8	up	up	ADP
ger-397	261	9	to	to	ADP
ger-397	261	10	this	this	DET
ger-397	261	11	point	point	NOUN
ger-397	261	12	we	we	PRON
ger-397	261	13	have	have	AUX
ger-397	261	14	discussed	discuss	VERB
ger-397	261	15	our	our	PRON
ger-397	261	16	data	datum	NOUN
ger-397	261	17	using	use	VERB
ger-397	261	18	rossiter	rossiter	NOUN
ger-397	261	19	’s	’s	PART
ger-397	261	20	framework	framework	NOUN
ger-397	261	21	(	(	PUNCT
ger-397	261	22	2016	2016	NUM
ger-397	261	23	)	)	PUNCT
ger-397	261	24	on	on	ADP
ger-397	261	25	highquality	highquality	NOUN
ger-397	261	26	edce	edce	NOUN
ger-397	261	27	.	.	PUNCT
ger-397	262	1	further	further	ADJ
ger-397	262	2	analyses	analysis	NOUN
ger-397	262	3	sought	seek	VERB
ger-397	262	4	to	to	ADP
ger-397	262	5	61	61	NUM
ger-397	262	6	global	global	ADJ
ger-397	262	7	education	education	NOUN
ger-397	262	8	review	review	NOUN
ger-397	262	9	5(2	5(2	NUM
ger-397	262	10	)	)	PUNCT
ger-397	262	11	table	table	NOUN
ger-397	262	12	6	6	NUM
ger-397	262	13	numbers	number	NOUN
ger-397	262	14	of	of	ADP
ger-397	262	15	ecde	ecde	ADJ
ger-397	262	16	officers	officer	NOUN
ger-397	262	17	,	,	PUNCT
ger-397	262	18	by	by	ADP
ger-397	262	19	type	type	NOUN
ger-397	262	20	of	of	ADP
ger-397	262	21	qualification	qualification	NOUN
ger-397	262	22	and	and	CCONJ
ger-397	262	23	county	county	NOUN
ger-397	262	24	counties	county	NOUN
ger-397	262	25	type	type	NOUN
ger-397	262	26	of	of	ADP
ger-397	262	27	qualification	qualification	NOUN
ger-397	262	28	total	total	NOUN
ger-397	262	29	degree	degree	NOUN
ger-397	262	30	diploma	diploma	NOUN
ger-397	262	31	certificate	certificate	NOUN
ger-397	262	32	tayari	tayari	NOUN
ger-397	262	33	laikipia	laikipia	PROPN
ger-397	262	34	7	7	NUM
ger-397	262	35	6	6	NUM
ger-397	262	36	3	3	NUM
ger-397	262	37	16	16	NUM
ger-397	262	38	nairobi	nairobi	NOUN
ger-397	262	39	20	20	NUM
ger-397	262	40	9	9	NUM
ger-397	262	41	0	0	NUM
ger-397	262	42	29	29	NUM
ger-397	262	43	siaya	siaya	NOUN
ger-397	262	44	7	7	NUM
ger-397	262	45	0	0	NUM
ger-397	262	46	0	0	NUM
ger-397	262	47	7	7	NUM
ger-397	262	48	uasin	uasin	NOUN
ger-397	262	49	gishu	gishu	NOUN
ger-397	262	50	3	3	NUM
ger-397	262	51	3	3	NUM
ger-397	262	52	2	2	NUM
ger-397	262	53	8	8	NUM
ger-397	262	54	non	non	ADJ
ger-397	262	55	-	-	ADJ
ger-397	262	56	tayari	tayari	ADJ
ger-397	262	57	embu	embu	NOUN
ger-397	262	58	5	5	NUM
ger-397	262	59	0	0	SYM
ger-397	262	60	0	0	NUM
ger-397	262	61	5	5	NUM
ger-397	262	62	marsabit	marsabit	NOUN
ger-397	262	63	7	7	NUM
ger-397	262	64	2	2	NUM
ger-397	262	65	0	0	NUM
ger-397	262	66	9	9	NUM
ger-397	262	67	mombasa	mombasa	NOUN
ger-397	262	68	6	6	NUM
ger-397	262	69	2	2	NUM
ger-397	262	70	0	0	NUM
ger-397	262	71	8	8	NUM
ger-397	262	72	total	total	NOUN
ger-397	262	73	31	31	NUM
ger-397	262	74	10	10	NUM
ger-397	262	75	3	3	NUM
ger-397	262	76	40	40	NUM
ger-397	262	77	note	note	NOUN
ger-397	262	78	.	.	PUNCT
ger-397	263	1	all	all	PRON
ger-397	263	2	of	of	ADP
ger-397	263	3	these	these	PRON
ger-397	263	4	are	be	AUX
ger-397	263	5	academic	academic	ADJ
ger-397	263	6	professional	professional	ADJ
ger-397	263	7	qualifications	qualification	NOUN
ger-397	263	8	.	.	PUNCT
ger-397	264	1	a	a	DET
ger-397	264	2	bachelor	bachelor	NOUN
ger-397	264	3	’s	’s	NOUN
ger-397	264	4	degree	degree	NOUN
ger-397	264	5	in	in	ADP
ger-397	264	6	early	early	ADJ
ger-397	264	7	childhood	childhood	NOUN
ger-397	264	8	education	education	NOUN
ger-397	264	9	or	or	CCONJ
ger-397	264	10	equivalent	equivalent	ADJ
ger-397	264	11	in	in	ADP
ger-397	264	12	local	local	ADJ
ger-397	264	13	university	university	NOUN
ger-397	264	14	takes	take	VERB
ger-397	264	15	four	four	NUM
ger-397	264	16	years	year	NOUN
ger-397	264	17	.	.	PUNCT
ger-397	265	1	currently	currently	ADV
ger-397	265	2	,	,	PUNCT
ger-397	265	3	both	both	CCONJ
ger-397	265	4	diploma	diploma	NOUN
ger-397	265	5	and	and	CCONJ
ger-397	265	6	certificate	certificate	NOUN
ger-397	265	7	courses	course	NOUN
ger-397	265	8	take	take	VERB
ger-397	265	9	two	two	NUM
ger-397	265	10	years	year	NOUN
ger-397	265	11	in	in	ADP
ger-397	265	12	a	a	DET
ger-397	265	13	college	college	NOUN
ger-397	265	14	.	.	PUNCT
ger-397	266	1	determine	determine	VERB
ger-397	266	2	whether	whether	SCONJ
ger-397	266	3	any	any	PRON
ger-397	266	4	of	of	ADP
ger-397	266	5	the	the	DET
ger-397	266	6	decentralized	decentralize	VERB
ger-397	266	7	ecde	ecde	ADJ
ger-397	266	8	leaders	leader	NOUN
ger-397	266	9	suggested	suggest	VERB
ger-397	266	10	that	that	SCONJ
ger-397	266	11	the	the	DET
ger-397	266	12	instructional	instructional	ADJ
ger-397	266	13	interventions	intervention	NOUN
ger-397	266	14	implemented	implement	VERB
ger-397	266	15	by	by	ADP
ger-397	266	16	programs	program	NOUN
ger-397	266	17	like	like	ADP
ger-397	266	18	tayari	tayari	PROPN
ger-397	266	19	would	would	AUX
ger-397	266	20	likely	likely	ADV
ger-397	266	21	have	have	VERB
ger-397	266	22	an	an	DET
ger-397	266	23	impact	impact	NOUN
ger-397	266	24	on	on	ADP
ger-397	266	25	resource	resource	NOUN
ger-397	266	26	allocation	allocation	NOUN
ger-397	266	27	and	and	CCONJ
ger-397	266	28	decision	decision	NOUN
ger-397	266	29	-	-	PUNCT
ger-397	266	30	making	making	NOUN
ger-397	266	31	at	at	ADP
ger-397	266	32	the	the	DET
ger-397	266	33	county	county	NOUN
ger-397	266	34	level	level	NOUN
ger-397	266	35	.	.	PUNCT
ger-397	267	1	the	the	DET
ger-397	267	2	tayari	tayari	ADJ
ger-397	267	3	theory	theory	NOUN
ger-397	267	4	of	of	ADP
ger-397	267	5	change	change	NOUN
ger-397	267	6	suggests	suggest	VERB
ger-397	267	7	that	that	SCONJ
ger-397	267	8	if	if	SCONJ
ger-397	267	9	county	county	NOUN
ger-397	267	10	-	-	PUNCT
ger-397	267	11	level	level	NOUN
ger-397	267	12	officers	officer	NOUN
ger-397	267	13	work	work	VERB
ger-397	267	14	with	with	ADP
ger-397	267	15	a	a	DET
ger-397	267	16	program	program	NOUN
ger-397	267	17	like	like	ADP
ger-397	267	18	tayari	tayari	NOUN
ger-397	267	19	,	,	PUNCT
ger-397	267	20	which	which	PRON
ger-397	267	21	focuses	focus	VERB
ger-397	267	22	on	on	ADP
ger-397	267	23	improved	improved	ADJ
ger-397	267	24	instructional	instructional	ADJ
ger-397	267	25	quality	quality	NOUN
ger-397	267	26	,	,	PUNCT
ger-397	267	27	then	then	ADV
ger-397	267	28	these	these	DET
ger-397	267	29	officers	officer	NOUN
ger-397	267	30	will	will	AUX
ger-397	267	31	better	well	ADV
ger-397	267	32	understand	understand	VERB
ger-397	267	33	the	the	DET
ger-397	267	34	impact	impact	NOUN
ger-397	267	35	that	that	PRON
ger-397	267	36	their	their	PRON
ger-397	267	37	resource	resource	NOUN
ger-397	267	38	allocation	allocation	NOUN
ger-397	267	39	decisions	decision	NOUN
ger-397	267	40	can	can	AUX
ger-397	267	41	have	have	VERB
ger-397	267	42	on	on	ADP
ger-397	267	43	education	education	NOUN
ger-397	267	44	quality	quality	NOUN
ger-397	267	45	.	.	PUNCT
ger-397	268	1	the	the	DET
ger-397	268	2	qualitative	qualitative	ADJ
ger-397	268	3	interviews	interview	NOUN
ger-397	268	4	indicated	indicate	VERB
ger-397	268	5	that	that	SCONJ
ger-397	268	6	the	the	DET
ger-397	268	7	county	county	NOUN
ger-397	268	8	governments	government	NOUN
ger-397	268	9	had	have	AUX
ger-397	268	10	established	establish	VERB
ger-397	268	11	ecde	ecde	ADJ
ger-397	268	12	sections	section	NOUN
ger-397	268	13	and	and	CCONJ
ger-397	268	14	had	have	AUX
ger-397	268	15	staffed	staff	VERB
ger-397	268	16	them	they	PRON
ger-397	268	17	with	with	ADP
ger-397	268	18	qualified	qualified	ADJ
ger-397	268	19	personnel	personnel	NOUN
ger-397	268	20	.	.	PUNCT
ger-397	269	1	most	most	ADJ
ger-397	269	2	of	of	ADP
ger-397	269	3	these	these	DET
ger-397	269	4	officers	officer	NOUN
ger-397	269	5	had	have	VERB
ger-397	269	6	a	a	DET
ger-397	269	7	four	four	NUM
ger-397	269	8	-	-	PUNCT
ger-397	269	9	year	year	NOUN
ger-397	269	10	university	university	NOUN
ger-397	269	11	degree	degree	NOUN
ger-397	269	12	in	in	ADP
ger-397	269	13	early	early	ADJ
ger-397	269	14	childhood	childhood	NOUN
ger-397	269	15	education	education	NOUN
ger-397	269	16	,	,	PUNCT
ger-397	269	17	as	as	SCONJ
ger-397	269	18	opposed	oppose	VERB
ger-397	269	19	to	to	ADP
ger-397	269	20	a	a	DET
ger-397	269	21	oneor	oneor	NOUN
ger-397	269	22	two	two	NUM
ger-397	269	23	-	-	PUNCT
ger-397	269	24	year	year	NOUN
ger-397	269	25	certificate	certificate	NOUN
ger-397	269	26	or	or	CCONJ
ger-397	269	27	diploma	diploma	NOUN
ger-397	269	28	.	.	PUNCT
ger-397	270	1	as	as	SCONJ
ger-397	270	2	table	table	NOUN
ger-397	270	3	6	6	NUM
ger-397	270	4	shows	show	NOUN
ger-397	270	5	for	for	ADP
ger-397	270	6	the	the	DET
ger-397	270	7	end	end	NOUN
ger-397	270	8	of	of	ADP
ger-397	270	9	the	the	DET
ger-397	270	10	program	program	NOUN
ger-397	270	11	’s	’s	PART
ger-397	270	12	first	first	ADJ
ger-397	270	13	year	year	NOUN
ger-397	270	14	,	,	PUNCT
ger-397	270	15	tayari	tayari	ADJ
ger-397	270	16	counties	county	NOUN
ger-397	270	17	employed	employ	VERB
ger-397	270	18	more	more	ADJ
ger-397	270	19	ecde	ecde	ADJ
ger-397	270	20	officers	officer	NOUN
ger-397	270	21	than	than	ADP
ger-397	270	22	non	non	ADJ
ger-397	270	23	-	-	ADJ
ger-397	270	24	tayari	tayari	ADJ
ger-397	270	25	counties	county	NOUN
ger-397	270	26	.	.	PUNCT
ger-397	271	1	our	our	PRON
ger-397	271	2	findings	finding	NOUN
ger-397	271	3	also	also	ADV
ger-397	271	4	revealed	reveal	VERB
ger-397	271	5	that	that	SCONJ
ger-397	271	6	the	the	DET
ger-397	271	7	tayari	tayari	ADJ
ger-397	271	8	counties	county	NOUN
ger-397	271	9	had	have	AUX
ger-397	271	10	hired	hire	VERB
ger-397	271	11	even	even	ADV
ger-397	271	12	more	more	ADV
ger-397	271	13	ecde	ecde	ADJ
ger-397	271	14	officers	officer	NOUN
ger-397	271	15	over	over	ADP
ger-397	271	16	time	time	NOUN
ger-397	271	17	,	,	PUNCT
ger-397	271	18	as	as	SCONJ
ger-397	271	19	tayari	tayari	NOUN
ger-397	271	20	’s	’s	PART
ger-397	271	21	implementation	implementation	NOUN
ger-397	271	22	evidently	evidently	ADV
ger-397	271	23	led	lead	VERB
ger-397	271	24	them	they	PRON
ger-397	271	25	,	,	PUNCT
ger-397	271	26	in	in	ADP
ger-397	271	27	part	part	NOUN
ger-397	271	28	,	,	PUNCT
ger-397	271	29	to	to	PART
ger-397	271	30	recognize	recognize	VERB
ger-397	271	31	the	the	DET
ger-397	271	32	importance	importance	NOUN
ger-397	271	33	of	of	ADP
ger-397	271	34	classroom	classroom	NOUN
ger-397	271	35	support	support	NOUN
ger-397	271	36	.	.	PUNCT
ger-397	272	1	research	research	NOUN
ger-397	272	2	question	question	NOUN
ger-397	272	3	3	3	NUM
ger-397	272	4	:	:	PUNCT
ger-397	272	5	tayari	tayari	PROPN
ger-397	272	6	’s	’s	PART
ger-397	272	7	results	result	NOUN
ger-397	272	8	by	by	ADP
ger-397	272	9	decentralized	decentralized	ADJ
ger-397	272	10	location	location	NOUN
ger-397	272	11	the	the	DET
ger-397	272	12	sections	section	NOUN
ger-397	272	13	above	above	ADP
ger-397	272	14	presented	present	VERB
ger-397	272	15	findings	finding	NOUN
ger-397	272	16	related	relate	VERB
ger-397	272	17	to	to	ADP
ger-397	272	18	how	how	SCONJ
ger-397	272	19	decentralized	decentralized	ADJ
ger-397	272	20	counties	county	NOUN
ger-397	272	21	responded	respond	VERB
ger-397	272	22	to	to	ADP
ger-397	272	23	technical	technical	ADJ
ger-397	272	24	implementation	implementation	NOUN
ger-397	272	25	of	of	ADP
ger-397	272	26	ecde	ecde	ADJ
ger-397	272	27	in	in	ADP
ger-397	272	28	kenya	kenya	PROPN
ger-397	272	29	.	.	PUNCT
ger-397	273	1	given	give	VERB
ger-397	273	2	the	the	DET
ger-397	273	3	differences	difference	NOUN
ger-397	273	4	in	in	ADP
ger-397	273	5	each	each	DET
ger-397	273	6	county	county	NOUN
ger-397	273	7	’s	’s	PART
ger-397	273	8	technical	technical	ADJ
ger-397	273	9	implementation	implementation	NOUN
ger-397	273	10	,	,	PUNCT
ger-397	273	11	our	our	PRON
ger-397	273	12	third	third	ADJ
ger-397	273	13	research	research	NOUN
ger-397	273	14	question	question	NOUN
ger-397	273	15	prompted	prompt	VERB
ger-397	273	16	us	we	PRON
ger-397	273	17	to	to	PART
ger-397	273	18	investigate	investigate	VERB
ger-397	273	19	whether	whether	SCONJ
ger-397	273	20	the	the	DET
ger-397	273	21	effect	effect	NOUN
ger-397	273	22	of	of	ADP
ger-397	273	23	tayari	tayari	NOUN
ger-397	273	24	on	on	ADP
ger-397	273	25	school	school	NOUN
ger-397	273	26	readiness	readiness	NOUN
ger-397	273	27	would	would	AUX
ger-397	273	28	differ	differ	VERB
ger-397	273	29	by	by	ADP
ger-397	273	30	decentralized	decentralized	ADJ
ger-397	273	31	location	location	NOUN
ger-397	273	32	.	.	PUNCT
ger-397	274	1	to	to	PART
ger-397	274	2	answer	answer	VERB
ger-397	274	3	that	that	DET
ger-397	274	4	question	question	NOUN
ger-397	274	5	,	,	PUNCT
ger-397	274	6	we	we	PRON
ger-397	274	7	fit	fit	VERB
ger-397	274	8	a	a	DET
ger-397	274	9	set	set	NOUN
ger-397	274	10	of	of	ADP
ger-397	274	11	regression	regression	NOUN
ger-397	274	12	models	model	NOUN
ger-397	274	13	.	.	PUNCT
ger-397	275	1	the	the	DET
ger-397	275	2	outcome	outcome	NOUN
ger-397	275	3	variable	variable	NOUN
ger-397	275	4	was	be	AUX
ger-397	275	5	school	school	NOUN
ger-397	275	6	readiness	readiness	NOUN
ger-397	275	7	in	in	ADP
ger-397	275	8	october	october	PROPN
ger-397	275	9	2016	2016	NUM
ger-397	275	10	,	,	PUNCT
ger-397	275	11	and	and	CCONJ
ger-397	275	12	we	we	PRON
ger-397	275	13	controlled	control	VERB
ger-397	275	14	for	for	ADP
ger-397	275	15	initial	initial	ADJ
ger-397	275	16	school	school	NOUN
ger-397	275	17	readiness	readiness	NOUN
ger-397	275	18	from	from	ADP
ger-397	275	19	the	the	DET
ger-397	275	20	january	january	PROPN
ger-397	275	21	2016	2016	NUM
ger-397	275	22	baseline	baseline	NOUN
ger-397	275	23	assessment	assessment	NOUN
ger-397	275	24	.	.	PUNCT
ger-397	276	1	table	table	NOUN
ger-397	276	2	7	7	NUM
ger-397	276	3	presents	present	VERB
ger-397	276	4	our	our	PRON
ger-397	276	5	findings	finding	NOUN
ger-397	276	6	.	.	PUNCT
ger-397	277	1	62	62	NUM
ger-397	277	2	global	global	ADJ
ger-397	277	3	education	education	NOUN
ger-397	277	4	review	review	NOUN
ger-397	277	5	5(2	5(2	NUM
ger-397	277	6	)	)	PUNCT
ger-397	277	7	the	the	DET
ger-397	277	8	first	first	ADJ
ger-397	277	9	two	two	NUM
ger-397	277	10	columns	column	NOUN
ger-397	277	11	present	present	VERB
ger-397	277	12	the	the	DET
ger-397	277	13	overall	overall	ADJ
ger-397	277	14	estimates	estimate	NOUN
ger-397	277	15	of	of	ADP
ger-397	277	16	tayari	tayari	PROPN
ger-397	277	17	’s	’s	PART
ger-397	277	18	impact	impact	NOUN
ger-397	277	19	on	on	ADP
ger-397	277	20	school	school	NOUN
ger-397	277	21	readiness	readiness	NOUN
ger-397	277	22	,	,	PUNCT
ger-397	277	23	with	with	ADP
ger-397	277	24	the	the	DET
ger-397	277	25	first	first	ADJ
ger-397	277	26	presenting	present	VERB
ger-397	277	27	the	the	DET
ger-397	277	28	overall	overall	ADJ
ger-397	277	29	impact	impact	NOUN
ger-397	277	30	without	without	ADP
ger-397	277	31	control	control	NOUN
ger-397	277	32	variables	variable	NOUN
ger-397	277	33	,	,	PUNCT
ger-397	277	34	and	and	CCONJ
ger-397	277	35	the	the	DET
ger-397	277	36	second	second	ADJ
ger-397	277	37	presenting	present	VERB
ger-397	277	38	the	the	DET
ger-397	277	39	tayari	tayari	ADJ
ger-397	277	40	impact	impact	NOUN
ger-397	277	41	with	with	ADP
ger-397	277	42	control	control	NOUN
ger-397	277	43	variables	variable	NOUN
ger-397	277	44	.	.	PUNCT
ger-397	278	1	the	the	DET
ger-397	278	2	first	first	ADJ
ger-397	278	3	row	row	NOUN
ger-397	278	4	shows	show	VERB
ger-397	278	5	the	the	DET
ger-397	278	6	effect	effect	NOUN
ger-397	278	7	of	of	ADP
ger-397	278	8	tayari	tayari	NOUN
ger-397	278	9	on	on	ADP
ger-397	278	10	school	school	NOUN
ger-397	278	11	readiness	readiness	NOUN
ger-397	278	12	,	,	PUNCT
ger-397	278	13	which	which	PRON
ger-397	278	14	is	be	AUX
ger-397	278	15	an	an	DET
ger-397	278	16	index	index	NOUN
ger-397	278	17	with	with	ADP
ger-397	278	18	a	a	DET
ger-397	278	19	score	score	NOUN
ger-397	278	20	out	out	ADP
ger-397	278	21	of	of	ADP
ger-397	278	22	100	100	NUM
ger-397	278	23	.	.	PUNCT
ger-397	279	1	the	the	DET
ger-397	279	2	second	second	ADJ
ger-397	279	3	row	row	NOUN
ger-397	279	4	shows	show	VERB
ger-397	279	5	the	the	DET
ger-397	279	6	effect	effect	NOUN
ger-397	279	7	of	of	ADP
ger-397	279	8	tayari	tayari	NOUN
ger-397	279	9	on	on	ADP
ger-397	279	10	the	the	DET
ger-397	279	11	percentage	percentage	NOUN
ger-397	279	12	of	of	ADP
ger-397	279	13	children	child	NOUN
ger-397	279	14	who	who	PRON
ger-397	279	15	reached	reach	VERB
ger-397	279	16	the	the	DET
ger-397	279	17	benchmark	benchmark	NOUN
ger-397	279	18	of	of	ADP
ger-397	279	19	40	40	NUM
ger-397	279	20	%	%	NOUN
ger-397	279	21	on	on	ADP
ger-397	279	22	the	the	DET
ger-397	279	23	school	school	NOUN
ger-397	279	24	readiness	readiness	NOUN
ger-397	279	25	index	index	NOUN
ger-397	279	26	.	.	PUNCT
ger-397	280	1	the	the	DET
ger-397	280	2	results	result	NOUN
ger-397	280	3	show	show	VERB
ger-397	280	4	that	that	SCONJ
ger-397	280	5	tayari	tayari	PROPN
ger-397	280	6	increased	increase	VERB
ger-397	280	7	overall	overall	ADJ
ger-397	280	8	school	school	NOUN
ger-397	280	9	readiness	readiness	NOUN
ger-397	280	10	by	by	ADP
ger-397	280	11	5.1	5.1	NUM
ger-397	280	12	index	index	NOUN
ger-397	280	13	points	point	NOUN
ger-397	280	14	(	(	PUNCT
ger-397	280	15	p	p	NOUN
ger-397	280	16	-	-	PUNCT
ger-397	280	17	value	value	NOUN
ger-397	280	18	<	<	X
ger-397	280	19	.01	.01	NUM
ger-397	280	20	)	)	PUNCT
ger-397	280	21	,	,	PUNCT
ger-397	280	22	and	and	CCONJ
ger-397	280	23	9.6	9.6	NUM
ger-397	280	24	%	%	NOUN
ger-397	280	25	more	more	ADJ
ger-397	280	26	children	child	NOUN
ger-397	280	27	met	meet	VERB
ger-397	280	28	the	the	DET
ger-397	280	29	school	school	NOUN
ger-397	280	30	readiness	readiness	NOUN
ger-397	280	31	benchmark	benchmark	NOUN
ger-397	280	32	(	(	PUNCT
ger-397	280	33	p	p	NOUN
ger-397	280	34	-	-	PUNCT
ger-397	280	35	value	value	NOUN
ger-397	280	36	<	<	X
ger-397	280	37	.01	.01	NUM
ger-397	280	38	)	)	PUNCT
ger-397	280	39	in	in	ADP
ger-397	280	40	tayari	tayari	ADJ
ger-397	280	41	treatment	treatment	NOUN
ger-397	280	42	schools	school	NOUN
ger-397	280	43	than	than	ADP
ger-397	280	44	in	in	ADP
ger-397	280	45	control	control	NOUN
ger-397	280	46	schools	school	NOUN
ger-397	280	47	.	.	PUNCT
ger-397	281	1	the	the	DET
ger-397	281	2	overall	overall	ADJ
ger-397	281	3	estimates	estimate	NOUN
ger-397	281	4	were	be	AUX
ger-397	281	5	very	very	ADV
ger-397	281	6	similar	similar	ADJ
ger-397	281	7	when	when	SCONJ
ger-397	281	8	the	the	DET
ger-397	281	9	model	model	NOUN
ger-397	281	10	with	with	ADP
ger-397	281	11	control	control	NOUN
ger-397	281	12	variables	variable	NOUN
ger-397	281	13	was	be	AUX
ger-397	281	14	fit	fit	ADJ
ger-397	281	15	,	,	PUNCT
ger-397	281	16	with	with	ADP
ger-397	281	17	4.9	4.9	NUM
ger-397	281	18	index	index	NOUN
ger-397	281	19	points	point	NOUN
ger-397	281	20	higher	higher	ADV
ger-397	281	21	on	on	ADP
ger-397	281	22	school	school	NOUN
ger-397	281	23	readiness	readiness	NOUN
ger-397	281	24	(	(	PUNCT
ger-397	281	25	p	p	NOUN
ger-397	281	26	-	-	PUNCT
ger-397	281	27	value	value	NOUN
ger-397	281	28	<	<	X
ger-397	281	29	.01	.01	NUM
ger-397	281	30	)	)	PUNCT
ger-397	281	31	and	and	CCONJ
ger-397	281	32	9.3	9.3	NUM
ger-397	281	33	%	%	NOUN
ger-397	281	34	more	more	ADJ
ger-397	281	35	children	child	NOUN
ger-397	281	36	reaching	reach	VERB
ger-397	281	37	the	the	DET
ger-397	281	38	benchmark	benchmark	NOUN
ger-397	281	39	in	in	ADP
ger-397	281	40	treatment	treatment	NOUN
ger-397	281	41	than	than	ADP
ger-397	281	42	control	control	NOUN
ger-397	281	43	schools	school	NOUN
ger-397	281	44	.	.	PUNCT
ger-397	282	1	tayari	tayari	PROPN
ger-397	282	2	improved	improve	VERB
ger-397	282	3	overall	overall	ADJ
ger-397	282	4	school	school	NOUN
ger-397	282	5	readiness	readiness	NOUN
ger-397	282	6	scores	score	NOUN
ger-397	282	7	and	and	CCONJ
ger-397	282	8	increased	increase	VERB
ger-397	282	9	the	the	DET
ger-397	282	10	overall	overall	ADJ
ger-397	282	11	percentage	percentage	NOUN
ger-397	282	12	of	of	ADP
ger-397	282	13	children	child	NOUN
ger-397	282	14	reaching	reach	VERB
ger-397	282	15	the	the	DET
ger-397	282	16	benchmark	benchmark	NOUN
ger-397	282	17	.	.	PUNCT
ger-397	283	1	the	the	PRON
ger-397	283	2	with	with	ADP
ger-397	283	3	control	control	NOUN
ger-397	283	4	variables	variable	NOUN
ger-397	283	5	column	column	NOUN
ger-397	283	6	shows	show	VERB
ger-397	283	7	that	that	SCONJ
ger-397	283	8	the	the	DET
ger-397	283	9	impact	impact	NOUN
ger-397	283	10	of	of	ADP
ger-397	283	11	tayari	tayari	NOUN
ger-397	283	12	was	be	AUX
ger-397	283	13	not	not	PART
ger-397	283	14	sensitive	sensitive	ADJ
ger-397	283	15	to	to	ADP
ger-397	283	16	the	the	DET
ger-397	283	17	inclusion	inclusion	NOUN
ger-397	283	18	of	of	ADP
ger-397	283	19	control	control	NOUN
ger-397	283	20	variables	variable	NOUN
ger-397	283	21	.	.	PUNCT
ger-397	284	1	the	the	DET
ger-397	284	2	next	next	ADJ
ger-397	284	3	several	several	ADJ
ger-397	284	4	columns	column	NOUN
ger-397	284	5	show	show	VERB
ger-397	284	6	that	that	SCONJ
ger-397	284	7	the	the	DET
ger-397	284	8	impact	impact	NOUN
ger-397	284	9	of	of	ADP
ger-397	284	10	tayari	tayari	PROPN
ger-397	284	11	did	do	AUX
ger-397	284	12	not	not	PART
ger-397	284	13	meaningfully	meaningfully	ADV
ger-397	284	14	vary	vary	VERB
ger-397	284	15	by	by	ADP
ger-397	284	16	grade	grade	NOUN
ger-397	284	17	,	,	PUNCT
ger-397	284	18	gender	gender	NOUN
ger-397	284	19	,	,	PUNCT
ger-397	284	20	or	or	CCONJ
ger-397	284	21	school	school	NOUN
ger-397	284	22	type	type	NOUN
ger-397	284	23	.	.	PUNCT
ger-397	285	1	the	the	DET
ger-397	285	2	next	next	ADJ
ger-397	285	3	several	several	ADJ
ger-397	285	4	columns	column	NOUN
ger-397	285	5	were	be	AUX
ger-397	285	6	designed	design	VERB
ger-397	285	7	to	to	PART
ger-397	285	8	determine	determine	VERB
ger-397	285	9	whether	whether	SCONJ
ger-397	285	10	the	the	DET
ger-397	285	11	impact	impact	NOUN
ger-397	285	12	of	of	ADP
ger-397	285	13	tayari	tayari	PROPN
ger-397	285	14	depended	depend	VERB
ger-397	285	15	on	on	ADP
ger-397	285	16	the	the	DET
ger-397	285	17	decentralized	decentralized	ADJ
ger-397	285	18	county	county	NOUN
ger-397	285	19	.	.	PUNCT
ger-397	286	1	as	as	ADP
ger-397	286	2	the	the	DET
ger-397	286	3	results	result	NOUN
ger-397	286	4	in	in	ADP
ger-397	286	5	the	the	DET
ger-397	286	6	public	public	ADJ
ger-397	286	7	column	column	NOUN
ger-397	286	8	show	show	NOUN
ger-397	286	9	,	,	PUNCT
ger-397	286	10	we	we	PRON
ger-397	286	11	found	find	VERB
ger-397	286	12	that	that	SCONJ
ger-397	286	13	the	the	DET
ger-397	286	14	impact	impact	NOUN
ger-397	286	15	of	of	ADP
ger-397	286	16	tayari	tayari	NOUN
ger-397	286	17	on	on	ADP
ger-397	286	18	public	public	ADJ
ger-397	286	19	schools	school	NOUN
ger-397	286	20	in	in	ADP
ger-397	286	21	the	the	DET
ger-397	286	22	four	four	NUM
ger-397	286	23	counties	county	NOUN
ger-397	286	24	together	together	ADV
ger-397	286	25	(	(	PUNCT
ger-397	286	26	5.2	5.2	NUM
ger-397	286	27	index	index	NOUN
ger-397	286	28	points	point	NOUN
ger-397	286	29	,	,	PUNCT
ger-397	286	30	p	p	NOUN
ger-397	286	31	-	-	PUNCT
ger-397	286	32	value	value	NOUN
ger-397	286	33	<	<	X
ger-397	286	34	.01	.01	NUM
ger-397	286	35	)	)	PUNCT
ger-397	286	36	was	be	AUX
ger-397	286	37	very	very	ADV
ger-397	286	38	similar	similar	ADJ
ger-397	286	39	to	to	ADP
ger-397	286	40	the	the	DET
ger-397	286	41	impact	impact	NOUN
ger-397	286	42	of	of	ADP
ger-397	286	43	tayari	tayari	NOUN
ger-397	286	44	on	on	ADP
ger-397	286	45	the	the	DET
ger-397	286	46	apbet	apbet	PROPN
ger-397	286	47	schools	school	NOUN
ger-397	286	48	(	(	PUNCT
ger-397	286	49	5.7	5.7	NUM
ger-397	286	50	index	index	NOUN
ger-397	286	51	points	point	NOUN
ger-397	286	52	,	,	PUNCT
ger-397	286	53	p	p	NOUN
ger-397	286	54	-	-	PUNCT
ger-397	286	55	value	value	NOUN
ger-397	286	56	<	<	X
ger-397	286	57	.05	.05	NUM
ger-397	286	58	)	)	PUNCT
ger-397	286	59	.	.	PUNCT
ger-397	287	1	given	give	VERB
ger-397	287	2	that	that	SCONJ
ger-397	287	3	the	the	DET
ger-397	287	4	four	four	NUM
ger-397	287	5	counties	county	NOUN
ger-397	287	6	in	in	ADP
ger-397	287	7	tayari	tayari	PROPN
ger-397	287	8	implemented	implement	VERB
ger-397	287	9	ecde	ecde	ADJ
ger-397	287	10	separately	separately	ADV
ger-397	287	11	,	,	PUNCT
ger-397	287	12	we	we	PRON
ger-397	287	13	also	also	ADV
ger-397	287	14	wanted	want	VERB
ger-397	287	15	to	to	PART
ger-397	287	16	determine	determine	VERB
ger-397	287	17	whether	whether	SCONJ
ger-397	287	18	the	the	DET
ger-397	287	19	impact	impact	NOUN
ger-397	287	20	of	of	ADP
ger-397	287	21	tayari	tayari	PROPN
ger-397	287	22	differed	differ	VERB
ger-397	287	23	for	for	ADP
ger-397	287	24	the	the	DET
ger-397	287	25	four	four	NUM
ger-397	287	26	counties	county	NOUN
ger-397	287	27	.	.	PUNCT
ger-397	288	1	we	we	PRON
ger-397	288	2	found	find	VERB
ger-397	288	3	differential	differential	ADJ
ger-397	288	4	effects	effect	NOUN
ger-397	288	5	by	by	ADP
ger-397	288	6	county	county	NOUN
ger-397	288	7	(	(	PUNCT
ger-397	288	8	we	we	PRON
ger-397	288	9	do	do	AUX
ger-397	288	10	not	not	PART
ger-397	288	11	share	share	VERB
ger-397	288	12	the	the	DET
ger-397	288	13	county	county	NOUN
ger-397	288	14	names	name	NOUN
ger-397	288	15	for	for	ADP
ger-397	288	16	reasons	reason	NOUN
ger-397	288	17	of	of	ADP
ger-397	288	18	sensitivity	sensitivity	NOUN
ger-397	288	19	of	of	ADP
ger-397	288	20	the	the	DET
ger-397	288	21	information	information	NOUN
ger-397	288	22	)	)	PUNCT
ger-397	288	23	.	.	PUNCT
ger-397	289	1	county	county	PROPN
ger-397	289	2	1	1	NUM
ger-397	289	3	and	and	CCONJ
ger-397	289	4	county	county	NOUN
ger-397	289	5	3	3	NUM
ger-397	289	6	had	have	VERB
ger-397	289	7	statistically	statistically	ADV
ger-397	289	8	significant	significant	ADJ
ger-397	289	9	impacts	impact	NOUN
ger-397	289	10	on	on	ADP
ger-397	289	11	both	both	DET
ger-397	289	12	school	school	NOUN
ger-397	289	13	readiness	readiness	NOUN
ger-397	289	14	(	(	PUNCT
ger-397	289	15	p	p	NOUN
ger-397	289	16	-	-	PUNCT
ger-397	289	17	value	value	NOUN
ger-397	289	18	<	<	X
ger-397	289	19	.05	.05	NUM
ger-397	289	20	and	and	CCONJ
ger-397	289	21	p	p	NOUN
ger-397	289	22	-	-	PUNCT
ger-397	289	23	value	value	NOUN
ger-397	289	24	<	<	X
ger-397	289	25	.05	.05	NUM
ger-397	289	26	)	)	PUNCT
ger-397	289	27	and	and	CCONJ
ger-397	289	28	the	the	DET
ger-397	289	29	percentage	percentage	NOUN
ger-397	289	30	at	at	ADP
ger-397	289	31	benchmark	benchmark	NOUN
ger-397	289	32	(	(	PUNCT
ger-397	289	33	p	p	NOUN
ger-397	289	34	-	-	PUNCT
ger-397	289	35	value	value	NOUN
ger-397	289	36	<	<	X
ger-397	289	37	.01	.01	NUM
ger-397	289	38	and	and	CCONJ
ger-397	289	39	p	p	NOUN
ger-397	289	40	-	-	PUNCT
ger-397	289	41	value	value	NOUN
ger-397	289	42	<	<	X
ger-397	289	43	.05	.05	NUM
ger-397	289	44	)	)	PUNCT
ger-397	289	45	.	.	PUNCT
ger-397	290	1	county	county	PROPN
ger-397	290	2	2	2	NUM
ger-397	290	3	and	and	CCONJ
ger-397	290	4	county	county	NOUN
ger-397	290	5	4	4	NUM
ger-397	290	6	had	have	VERB
ger-397	290	7	no	no	DET
ger-397	290	8	impact	impact	NOUN
ger-397	290	9	on	on	ADP
ger-397	290	10	either	either	DET
ger-397	290	11	school	school	NOUN
ger-397	290	12	readiness	readiness	NOUN
ger-397	290	13	or	or	CCONJ
ger-397	290	14	the	the	DET
ger-397	290	15	percentage	percentage	NOUN
ger-397	290	16	at	at	ADP
ger-397	290	17	the	the	DET
ger-397	290	18	benchmark	benchmark	NOUN
ger-397	290	19	.	.	PUNCT
ger-397	291	1	county	county	PROPN
ger-397	291	2	2	2	NUM
ger-397	291	3	had	have	VERB
ger-397	291	4	estimates	estimate	NOUN
ger-397	291	5	similar	similar	ADJ
ger-397	291	6	to	to	ADP
ger-397	291	7	those	those	PRON
ger-397	291	8	of	of	ADP
ger-397	291	9	counties	county	NOUN
ger-397	291	10	1	1	NUM
ger-397	291	11	and	and	CCONJ
ger-397	291	12	3	3	NUM
ger-397	291	13	;	;	PUNCT
ger-397	291	14	although	although	SCONJ
ger-397	291	15	they	they	PRON
ger-397	291	16	showed	show	VERB
ger-397	291	17	statistical	statistical	ADJ
ger-397	291	18	significance	significance	NOUN
ger-397	291	19	,	,	PUNCT
ger-397	291	20	the	the	DET
ger-397	291	21	larger	large	ADJ
ger-397	291	22	standard	standard	ADJ
ger-397	291	23	errors	error	NOUN
ger-397	291	24	in	in	ADP
ger-397	291	25	county	county	NOUN
ger-397	291	26	2	2	NUM
ger-397	291	27	made	make	VERB
ger-397	291	28	those	those	DET
ger-397	291	29	estimates	estimate	NOUN
ger-397	291	30	statistically	statistically	ADV
ger-397	291	31	insignificant	insignificant	ADJ
ger-397	291	32	.	.	PUNCT
ger-397	292	1	in	in	ADP
ger-397	292	2	summary	summary	NOUN
ger-397	292	3	,	,	PUNCT
ger-397	292	4	we	we	PRON
ger-397	292	5	did	do	AUX
ger-397	292	6	see	see	VERB
ger-397	292	7	differences	difference	NOUN
ger-397	292	8	in	in	ADP
ger-397	292	9	the	the	DET
ger-397	292	10	impact	impact	NOUN
ger-397	292	11	of	of	ADP
ger-397	292	12	tayari	tayari	PROPN
ger-397	292	13	across	across	ADP
ger-397	292	14	the	the	DET
ger-397	292	15	four	four	NUM
ger-397	292	16	decentralized	decentralize	VERB
ger-397	292	17	counties	county	NOUN
ger-397	292	18	and	and	CCONJ
ger-397	292	19	between	between	ADP
ger-397	292	20	the	the	DET
ger-397	292	21	public	public	ADJ
ger-397	292	22	schools	school	NOUN
ger-397	292	23	and	and	CCONJ
ger-397	292	24	the	the	DET
ger-397	292	25	apbet	apbet	ADJ
ger-397	292	26	institutions	institution	NOUN
ger-397	292	27	.	.	PUNCT
ger-397	293	1	(	(	PUNCT
ger-397	293	2	table	table	NOUN
ger-397	293	3	7	7	NUM
ger-397	293	4	,	,	PUNCT
ger-397	293	5	next	next	ADJ
ger-397	293	6	page	page	NOUN
ger-397	293	7	)	)	PUNCT
ger-397	293	8	scaling	scale	VERB
ger-397	293	9	up	up	ADP
ger-397	293	10	early	early	ADJ
ger-397	293	11	childhood	childhood	NOUN
ger-397	293	12	development	development	NOUN
ger-397	293	13	and	and	CCONJ
ger-397	293	14	education	education	NOUN
ger-397	293	15	63	63	NUM
ger-397	293	16	table	table	NOUN
ger-397	293	17	7	7	NUM
ger-397	293	18	regression	regression	NOUN
ger-397	293	19	estimates	estimate	NOUN
ger-397	293	20	of	of	ADP
ger-397	293	21	tayari	tayari	ADJ
ger-397	293	22	treatment	treatment	NOUN
ger-397	293	23	effects	effect	NOUN
ger-397	293	24	on	on	ADP
ger-397	293	25	school	school	NOUN
ger-397	293	26	readiness	readiness	NOUN
ger-397	293	27	(	(	PUNCT
ger-397	293	28	standard	standard	ADJ
ger-397	293	29	errors	error	NOUN
ger-397	293	30	in	in	ADP
ger-397	293	31	parentheses	parenthesis	NOUN
ger-397	293	32	)	)	PUNCT
ger-397	293	33	item	item	NOUN
ger-397	293	34	without	without	ADP
ger-397	293	35	control	control	NOUN
ger-397	293	36	variables	variable	NOUN
ger-397	293	37	with	with	ADP
ger-397	293	38	control	control	NOUN
ger-397	293	39	variables	variable	NOUN
ger-397	293	40	pp1	pp1	PROPN
ger-397	293	41	pp2	pp2	PROPN
ger-397	293	42	combined	combine	VERB
ger-397	293	43	class	class	NOUN
ger-397	293	44	male	male	ADJ
ger-397	293	45	female	female	ADJ
ger-397	293	46	public	public	ADJ
ger-397	293	47	apbet	apbet	PROPN
ger-397	293	48	county	county	NOUN
ger-397	293	49	1	1	NUM
ger-397	293	50	county	county	NOUN
ger-397	293	51	2	2	NUM
ger-397	293	52	county	county	NOUN
ger-397	293	53	3	3	NUM
ger-397	293	54	county	county	NOUN
ger-397	293	55	4	4	NUM
ger-397	293	56	school	school	NOUN
ger-397	293	57	readiness	readiness	NOUN
ger-397	293	58	(	(	PUNCT
ger-397	293	59	difference	difference	NOUN
ger-397	293	60	in	in	ADP
ger-397	293	61	index	index	NOUN
ger-397	293	62	points	point	NOUN
ger-397	293	63	)	)	PUNCT
ger-397	293	64	5.1	5.1	NUM
ger-397	293	65	*	*	PUNCT
ger-397	293	66	*	*	PUNCT
ger-397	293	67	(	(	PUNCT
ger-397	293	68	1.4	1.4	NUM
ger-397	293	69	)	)	PUNCT
ger-397	293	70	4.9	4.9	NUM
ger-397	293	71	*	*	PUNCT
ger-397	293	72	*	*	PUNCT
ger-397	293	73	(	(	PUNCT
ger-397	293	74	1.3	1.3	NUM
ger-397	293	75	)	)	PUNCT
ger-397	293	76	4.6	4.6	NUM
ger-397	293	77	*	*	SYM
ger-397	293	78	(	(	PUNCT
ger-397	293	79	2.0	2.0	NUM
ger-397	293	80	)	)	PUNCT
ger-397	293	81	4.5	4.5	NUM
ger-397	293	82	*	*	PUNCT
ger-397	293	83	(	(	PUNCT
ger-397	293	84	1.9	1.9	NUM
ger-397	293	85	)	)	PUNCT
ger-397	293	86	7.2	7.2	NUM
ger-397	293	87	*	*	PUNCT
ger-397	293	88	*	*	PUNCT
ger-397	293	89	(	(	PUNCT
ger-397	293	90	2.3	2.3	NUM
ger-397	293	91	)	)	PUNCT
ger-397	293	92	5.2	5.2	NUM
ger-397	293	93	*	*	PUNCT
ger-397	293	94	*	*	PUNCT
ger-397	293	95	(	(	PUNCT
ger-397	293	96	1.7	1.7	NUM
ger-397	293	97	)	)	PUNCT
ger-397	293	98	4.9	4.9	NUM
ger-397	293	99	*	*	SYM
ger-397	293	100	(	(	PUNCT
ger-397	293	101	1.3	1.3	NUM
ger-397	293	102	)	)	PUNCT
ger-397	293	103	5.2	5.2	NUM
ger-397	293	104	*	*	PUNCT
ger-397	293	105	*	*	PUNCT
ger-397	293	106	(	(	PUNCT
ger-397	293	107	1.5	1.5	NUM
ger-397	293	108	)	)	PUNCT
ger-397	293	109	5.7	5.7	NUM
ger-397	293	110	*	*	PUNCT
ger-397	293	111	(	(	PUNCT
ger-397	293	112	2.2	2.2	NUM
ger-397	293	113	)	)	PUNCT
ger-397	293	114	7.9	7.9	NUM
ger-397	293	115	*	*	SYM
ger-397	293	116	(	(	PUNCT
ger-397	293	117	2.1	2.1	NUM
ger-397	293	118	)	)	PUNCT
ger-397	293	119	5.8	5.8	NUM
ger-397	293	120	(	(	PUNCT
ger-397	293	121	4.7	4.7	NUM
ger-397	293	122	)	)	PUNCT
ger-397	293	123	5.9	5.9	NUM
ger-397	293	124	*	*	SYM
ger-397	293	125	(	(	PUNCT
ger-397	293	126	2.2	2.2	NUM
ger-397	293	127	)	)	PUNCT
ger-397	293	128	2.7	2.7	NUM
ger-397	293	129	(	(	PUNCT
ger-397	293	130	1.9	1.9	NUM
ger-397	293	131	)	)	PUNCT
ger-397	293	132	%	%	NOUN
ger-397	293	133	at	at	ADP
ger-397	293	134	benchmark	benchmark	NOUN
ger-397	293	135	9.6	9.6	NUM
ger-397	293	136	*	*	SYM
ger-397	293	137	*	*	PUNCT
ger-397	293	138	(	(	PUNCT
ger-397	293	139	2.7	2.7	NUM
ger-397	293	140	)	)	PUNCT
ger-397	293	141	9.3	9.3	NUM
ger-397	293	142	*	*	PUNCT
ger-397	293	143	*	*	PUNCT
ger-397	293	144	(	(	PUNCT
ger-397	293	145	2.4	2.4	NUM
ger-397	293	146	)	)	PUNCT
ger-397	293	147	8.6	8.6	NUM
ger-397	293	148	*	*	SYM
ger-397	293	149	(	(	PUNCT
ger-397	293	150	4.2	4.2	NUM
ger-397	293	151	)	)	PUNCT
ger-397	293	152	7.4~	7.4~	NUM
ger-397	293	153	(	(	PUNCT
ger-397	293	154	4.4	4.4	NUM
ger-397	293	155	)	)	PUNCT
ger-397	293	156	16.2	16.2	NUM
ger-397	293	157	*	*	PUNCT
ger-397	293	158	*	*	PUNCT
ger-397	293	159	(	(	PUNCT
ger-397	293	160	4.9	4.9	NUM
ger-397	293	161	)	)	PUNCT
ger-397	293	162	7.3	7.3	NUM
ger-397	293	163	*	*	SYM
ger-397	293	164	(	(	PUNCT
ger-397	293	165	3.3	3.3	NUM
ger-397	293	166	)	)	PUNCT
ger-397	293	167	12.2	12.2	NUM
ger-397	293	168	*	*	NOUN
ger-397	293	169	*	*	PUNCT
ger-397	293	170	(	(	PUNCT
ger-397	293	171	3.4	3.4	NUM
ger-397	293	172	)	)	PUNCT
ger-397	293	173	9.8	9.8	NUM
ger-397	293	174	*	*	PUNCT
ger-397	293	175	*	*	PUNCT
ger-397	293	176	(	(	PUNCT
ger-397	293	177	2.8	2.8	NUM
ger-397	293	178	)	)	PUNCT
ger-397	293	179	10.7~	10.7~	NUM
ger-397	293	180	(	(	PUNCT
ger-397	293	181	5.2	5.2	NUM
ger-397	293	182	)	)	PUNCT
ger-397	293	183	15.9	15.9	NUM
ger-397	293	184	*	*	PUNCT
ger-397	293	185	*	*	PUNCT
ger-397	293	186	(	(	PUNCT
ger-397	293	187	3.5	3.5	NUM
ger-397	293	188	)	)	PUNCT
ger-397	293	189	12.8	12.8	NUM
ger-397	293	190	(	(	PUNCT
ger-397	293	191	10.3	10.3	NUM
ger-397	293	192	)	)	PUNCT
ger-397	293	193	8.8	8.8	NUM
ger-397	293	194	*	*	SYM
ger-397	293	195	(	(	PUNCT
ger-397	293	196	3.2	3.2	NUM
ger-397	293	197	)	)	PUNCT
ger-397	293	198	7.5	7.5	NUM
ger-397	293	199	(	(	PUNCT
ger-397	293	200	4.7	4.7	NUM
ger-397	293	201	)	)	PUNCT
ger-397	293	202	note	note	NOUN
ger-397	293	203	.	.	PUNCT
ger-397	294	1	apbet	apbet	ADJ
ger-397	294	2	=	=	SYM
ger-397	294	3	alternative	alternative	ADJ
ger-397	294	4	provision	provision	NOUN
ger-397	294	5	of	of	ADP
ger-397	294	6	basic	basic	ADJ
ger-397	294	7	education	education	NOUN
ger-397	294	8	and	and	CCONJ
ger-397	294	9	training	training	NOUN
ger-397	294	10	(	(	PUNCT
ger-397	294	11	nonformal	nonformal	NOUN
ger-397	294	12	)	)	PUNCT
ger-397	294	13	schools	school	NOUN
ger-397	294	14	;	;	PUNCT
ger-397	294	15	pp1	pp1	PROPN
ger-397	294	16	and	and	CCONJ
ger-397	294	17	pp2	pp2	PROPN
ger-397	294	18	=	=	PROPN
ger-397	294	19	preprimary	preprimary	NOUN
ger-397	294	20	1	1	NUM
ger-397	294	21	and	and	CCONJ
ger-397	294	22	preprimary	preprimary	NOUN
ger-397	294	23	2	2	NUM
ger-397	294	24	.	.	PUNCT
ger-397	294	25	~p	~p	PUNCT
ger-397	294	26	<	<	X
ger-397	294	27	.10	.10	NUM
ger-397	294	28	,	,	PUNCT
ger-397	294	29	*	*	PUNCT
ger-397	294	30	p	p	X
ger-397	294	31	<	<	X
ger-397	294	32	.05	.05	NUM
ger-397	294	33	,	,	PUNCT
ger-397	294	34	*	*	PUNCT
ger-397	294	35	*	*	PUNCT
ger-397	294	36	p	p	X
ger-397	294	37	<	<	X
ger-397	294	38	.01	.01	NUM
ger-397	294	39	,	,	PUNCT
ger-397	294	40	*	*	PUNCT
ger-397	294	41	*	*	PUNCT
ger-397	294	42	*	*	PUNCT
ger-397	294	43	p	p	X
ger-397	294	44	<	<	X
ger-397	294	45	.001	.001	NUM
ger-397	294	46	.	.	PUNCT
ger-397	295	1	64	64	NUM
ger-397	295	2	global	global	ADJ
ger-397	295	3	education	education	NOUN
ger-397	295	4	review	review	NOUN
ger-397	295	5	5(2	5(2	NUM
ger-397	295	6	)	)	PUNCT
ger-397	295	7	discussion	discussion	NOUN
ger-397	295	8	the	the	DET
ger-397	295	9	data	datum	NOUN
ger-397	295	10	available	available	ADJ
ger-397	295	11	from	from	ADP
ger-397	295	12	the	the	DET
ger-397	295	13	kenya	kenya	NOUN
ger-397	295	14	tayari	tayari	PROPN
ger-397	295	15	ecde	ecde	ADJ
ger-397	295	16	program	program	NOUN
ger-397	295	17	provided	provide	VERB
ger-397	295	18	a	a	DET
ger-397	295	19	unique	unique	ADJ
ger-397	295	20	opportunity	opportunity	NOUN
ger-397	295	21	to	to	PART
ger-397	295	22	investigate	investigate	VERB
ger-397	295	23	how	how	SCONJ
ger-397	295	24	ecde	ecde	ADJ
ger-397	295	25	works	work	NOUN
ger-397	295	26	in	in	ADP
ger-397	295	27	a	a	DET
ger-397	295	28	devolved	devolve	VERB
ger-397	295	29	setting	setting	NOUN
ger-397	295	30	at	at	ADP
ger-397	295	31	scale	scale	NOUN
ger-397	295	32	,	,	PUNCT
ger-397	295	33	with	with	ADP
ger-397	295	34	resource	resource	NOUN
ger-397	295	35	allocation	allocation	NOUN
ger-397	295	36	power	power	NOUN
ger-397	295	37	devolved	devolve	VERB
ger-397	295	38	to	to	ADP
ger-397	295	39	the	the	DET
ger-397	295	40	lower	low	ADJ
ger-397	295	41	levels	level	NOUN
ger-397	295	42	of	of	ADP
ger-397	295	43	government	government	NOUN
ger-397	295	44	.	.	PUNCT
ger-397	296	1	we	we	PRON
ger-397	296	2	framed	frame	VERB
ger-397	296	3	our	our	PRON
ger-397	296	4	discussion	discussion	NOUN
ger-397	296	5	of	of	ADP
ger-397	296	6	the	the	DET
ger-397	296	7	results	result	NOUN
ger-397	296	8	around	around	ADP
ger-397	296	9	our	our	PRON
ger-397	296	10	three	three	NUM
ger-397	296	11	research	research	NOUN
ger-397	296	12	questions	question	NOUN
ger-397	296	13	,	,	PUNCT
ger-397	296	14	which	which	PRON
ger-397	296	15	considered	consider	VERB
ger-397	296	16	various	various	ADJ
ger-397	296	17	factors	factor	NOUN
ger-397	296	18	relating	relate	VERB
ger-397	296	19	to	to	ADP
ger-397	296	20	the	the	DET
ger-397	296	21	implementation	implementation	NOUN
ger-397	296	22	of	of	ADP
ger-397	296	23	ecde	ecde	ADJ
ger-397	296	24	in	in	ADP
ger-397	296	25	a	a	DET
ger-397	296	26	truly	truly	ADV
ger-397	296	27	decentralized	decentralize	VERB
ger-397	296	28	system	system	NOUN
ger-397	296	29	such	such	ADJ
ger-397	296	30	as	as	ADP
ger-397	296	31	kenya	kenya	PROPN
ger-397	296	32	’s	’s	PART
ger-397	296	33	.	.	PUNCT
ger-397	297	1	the	the	DET
ger-397	297	2	rich	rich	ADJ
ger-397	297	3	qualitative	qualitative	ADJ
ger-397	297	4	data	datum	NOUN
ger-397	297	5	we	we	PRON
ger-397	297	6	collected	collect	VERB
ger-397	297	7	allowed	allow	VERB
ger-397	297	8	us	we	PRON
ger-397	297	9	to	to	PART
ger-397	297	10	investigate	investigate	VERB
ger-397	297	11	kenya	kenya	PROPN
ger-397	297	12	’s	’s	PART
ger-397	297	13	devolved	devolve	VERB
ger-397	297	14	system	system	NOUN
ger-397	297	15	with	with	ADP
ger-397	297	16	respect	respect	NOUN
ger-397	297	17	to	to	ADP
ger-397	297	18	the	the	DET
ger-397	297	19	qualities	quality	NOUN
ger-397	297	20	outlined	outline	VERB
ger-397	297	21	in	in	ADP
ger-397	297	22	rossiter	rossiter	NOUN
ger-397	297	23	’s	’s	PART
ger-397	297	24	(	(	PUNCT
ger-397	297	25	2016	2016	NUM
ger-397	297	26	)	)	PUNCT
ger-397	297	27	work	work	NOUN
ger-397	297	28	.	.	PUNCT
ger-397	298	1	in	in	ADP
ger-397	298	2	the	the	DET
ger-397	298	3	areas	area	NOUN
ger-397	298	4	of	of	ADP
ger-397	298	5	systems	system	NOUN
ger-397	298	6	,	,	PUNCT
ger-397	298	7	financing	financing	NOUN
ger-397	298	8	,	,	PUNCT
ger-397	298	9	management	management	NOUN
ger-397	298	10	,	,	PUNCT
ger-397	298	11	and	and	CCONJ
ger-397	298	12	leadership	leadership	NOUN
ger-397	298	13	,	,	PUNCT
ger-397	298	14	the	the	DET
ger-397	298	15	results	result	NOUN
ger-397	298	16	showed	show	VERB
ger-397	298	17	that	that	SCONJ
ger-397	298	18	expenditure	expenditure	NOUN
ger-397	298	19	decisionmaking	decisionmaking	NOUN
ger-397	298	20	was	be	AUX
ger-397	298	21	often	often	ADV
ger-397	298	22	done	do	VERB
ger-397	298	23	to	to	PART
ger-397	298	24	ensure	ensure	VERB
ger-397	298	25	electoral	electoral	ADJ
ger-397	298	26	returns	return	NOUN
ger-397	298	27	.	.	PUNCT
ger-397	299	1	the	the	DET
ger-397	299	2	interviews	interview	NOUN
ger-397	299	3	and	and	CCONJ
ger-397	299	4	focus	focus	VERB
ger-397	299	5	group	group	NOUN
ger-397	299	6	discussions	discussion	NOUN
ger-397	299	7	were	be	AUX
ger-397	299	8	held	hold	VERB
ger-397	299	9	just	just	ADV
ger-397	299	10	a	a	DET
ger-397	299	11	few	few	ADJ
ger-397	299	12	months	month	NOUN
ger-397	299	13	before	before	SCONJ
ger-397	299	14	the	the	DET
ger-397	299	15	county	county	NOUN
ger-397	299	16	-	-	PUNCT
ger-397	299	17	level	level	NOUN
ger-397	299	18	elections	election	NOUN
ger-397	299	19	took	take	VERB
ger-397	299	20	place	place	NOUN
ger-397	299	21	in	in	ADP
ger-397	299	22	august	august	PROPN
ger-397	299	23	2017	2017	NUM
ger-397	299	24	,	,	PUNCT
ger-397	299	25	and	and	CCONJ
ger-397	299	26	it	it	PRON
ger-397	299	27	appears	appear	VERB
ger-397	299	28	that	that	SCONJ
ger-397	299	29	electoral	electoral	ADJ
ger-397	299	30	concerns	concern	NOUN
ger-397	299	31	heavily	heavily	ADV
ger-397	299	32	influenced	influence	VERB
ger-397	299	33	how	how	SCONJ
ger-397	299	34	ecde	ecde	ADJ
ger-397	299	35	allocations	allocation	NOUN
ger-397	299	36	were	be	AUX
ger-397	299	37	made	make	VERB
ger-397	299	38	.	.	PUNCT
ger-397	300	1	the	the	DET
ger-397	300	2	results	result	NOUN
ger-397	300	3	also	also	ADV
ger-397	300	4	suggested	suggest	VERB
ger-397	300	5	that	that	SCONJ
ger-397	300	6	ecde	ecde	ADJ
ger-397	300	7	was	be	AUX
ger-397	300	8	a	a	DET
ger-397	300	9	relatively	relatively	ADV
ger-397	300	10	low	low	ADJ
ger-397	300	11	priority	priority	NOUN
ger-397	300	12	in	in	ADP
ger-397	300	13	most	most	ADJ
ger-397	300	14	of	of	ADP
ger-397	300	15	the	the	DET
ger-397	300	16	counties	county	NOUN
ger-397	300	17	studied	study	VERB
ger-397	300	18	.	.	PUNCT
ger-397	301	1	significant	significant	ADJ
ger-397	301	2	disparities	disparity	NOUN
ger-397	301	3	existed	exist	VERB
ger-397	301	4	between	between	ADP
ger-397	301	5	counties	county	NOUN
ger-397	301	6	,	,	PUNCT
ger-397	301	7	with	with	ADP
ger-397	301	8	per	per	ADP
ger-397	301	9	learner	learner	NOUN
ger-397	301	10	expenditures	expenditure	NOUN
ger-397	301	11	several	several	ADJ
ger-397	301	12	times	time	NOUN
ger-397	301	13	higher	high	ADJ
ger-397	301	14	in	in	ADP
ger-397	301	15	some	some	DET
ger-397	301	16	counties	county	NOUN
ger-397	301	17	than	than	ADP
ger-397	301	18	in	in	ADP
ger-397	301	19	others	other	NOUN
ger-397	301	20	.	.	PUNCT
ger-397	302	1	interestingly	interestingly	ADV
ger-397	302	2	,	,	PUNCT
ger-397	302	3	while	while	SCONJ
ger-397	302	4	construction	construction	NOUN
ger-397	302	5	of	of	ADP
ger-397	302	6	new	new	ADJ
ger-397	302	7	ecde	ecde	ADJ
ger-397	302	8	centers	center	NOUN
ger-397	302	9	was	be	AUX
ger-397	302	10	the	the	DET
ger-397	302	11	highest	high	ADJ
ger-397	302	12	expenditure	expenditure	NOUN
ger-397	302	13	for	for	ADP
ger-397	302	14	five	five	NUM
ger-397	302	15	out	out	ADP
ger-397	302	16	of	of	ADP
ger-397	302	17	the	the	DET
ger-397	302	18	six	six	NUM
ger-397	302	19	counties	county	NOUN
ger-397	302	20	researched	research	VERB
ger-397	302	21	,	,	PUNCT
ger-397	302	22	the	the	DET
ger-397	302	23	data	datum	NOUN
ger-397	302	24	indicated	indicate	VERB
ger-397	302	25	that	that	SCONJ
ger-397	302	26	parents	parent	NOUN
ger-397	302	27	’	’	PART
ger-397	302	28	perceptions	perception	NOUN
ger-397	302	29	of	of	ADP
ger-397	302	30	education	education	NOUN
ger-397	302	31	quality	quality	NOUN
ger-397	302	32	were	be	AUX
ger-397	302	33	instead	instead	ADV
ger-397	302	34	centered	center	VERB
ger-397	302	35	on	on	ADP
ger-397	302	36	teacher	teacher	NOUN
ger-397	302	37	quality	quality	NOUN
ger-397	302	38	and	and	CCONJ
ger-397	302	39	education	education	NOUN
ger-397	302	40	resource	resource	NOUN
ger-397	302	41	materials	material	NOUN
ger-397	302	42	,	,	PUNCT
ger-397	302	43	areas	area	NOUN
ger-397	302	44	where	where	SCONJ
ger-397	302	45	the	the	DET
ger-397	302	46	counties	county	NOUN
ger-397	302	47	invested	invest	VERB
ger-397	302	48	little	little	ADJ
ger-397	302	49	if	if	SCONJ
ger-397	302	50	anything	anything	PRON
ger-397	302	51	.	.	PUNCT
ger-397	303	1	the	the	DET
ger-397	303	2	parental	parental	ADJ
ger-397	303	3	and	and	CCONJ
ger-397	303	4	community	community	NOUN
ger-397	303	5	support	support	NOUN
ger-397	303	6	and	and	CCONJ
ger-397	303	7	engagement	engagement	NOUN
ger-397	303	8	portion	portion	NOUN
ger-397	303	9	of	of	ADP
ger-397	303	10	rossiter	rossiter	NOUN
ger-397	303	11	’s	’s	PART
ger-397	303	12	(	(	PUNCT
ger-397	303	13	2016	2016	NUM
ger-397	303	14	)	)	PUNCT
ger-397	303	15	framework	framework	NOUN
ger-397	303	16	suggests	suggest	VERB
ger-397	303	17	that	that	SCONJ
ger-397	303	18	a	a	DET
ger-397	303	19	decentralized	decentralize	VERB
ger-397	303	20	ecde	ecde	ADJ
ger-397	303	21	structure	structure	NOUN
ger-397	303	22	may	may	AUX
ger-397	303	23	exacerbate	exacerbate	VERB
ger-397	303	24	inequalities	inequality	NOUN
ger-397	303	25	,	,	PUNCT
ger-397	303	26	as	as	ADP
ger-397	303	27	per	per	ADP
ger-397	303	28	the	the	DET
ger-397	303	29	china	china	PROPN
ger-397	303	30	example	example	NOUN
ger-397	303	31	.	.	PUNCT
ger-397	304	1	wealthier	wealthy	ADJ
ger-397	304	2	counties	county	NOUN
ger-397	304	3	and	and	CCONJ
ger-397	304	4	areas	area	NOUN
ger-397	304	5	within	within	ADP
ger-397	304	6	those	those	DET
ger-397	304	7	counties	county	NOUN
ger-397	304	8	can	can	AUX
ger-397	304	9	supplement	supplement	VERB
ger-397	304	10	ecde	ecde	ADJ
ger-397	304	11	investments	investment	NOUN
ger-397	304	12	,	,	PUNCT
ger-397	304	13	while	while	SCONJ
ger-397	304	14	the	the	DET
ger-397	304	15	poor	poor	ADJ
ger-397	304	16	and	and	CCONJ
ger-397	304	17	rural	rural	ADJ
ger-397	304	18	counties	county	NOUN
ger-397	304	19	and	and	CCONJ
ger-397	304	20	portions	portion	NOUN
ger-397	304	21	of	of	ADP
ger-397	304	22	counties	county	NOUN
ger-397	304	23	can	can	AUX
ger-397	304	24	not	not	PART
ger-397	304	25	.	.	PUNCT
ger-397	305	1	rossiter	rossiter	NOUN
ger-397	305	2	’s	’s	PART
ger-397	305	3	(	(	PUNCT
ger-397	305	4	2016	2016	NUM
ger-397	305	5	)	)	PUNCT
ger-397	305	6	framework	framework	NOUN
ger-397	305	7	analyzes	analyze	VERB
ger-397	305	8	the	the	DET
ger-397	305	9	ways	way	NOUN
ger-397	305	10	in	in	ADP
ger-397	305	11	which	which	PRON
ger-397	305	12	ecde	ecde	ADJ
ger-397	305	13	decision	decision	NOUN
ger-397	305	14	-	-	PUNCT
ger-397	305	15	making	making	NOUN
ger-397	305	16	affects	affect	NOUN
ger-397	305	17	teachers	teacher	NOUN
ger-397	305	18	and	and	CCONJ
ger-397	305	19	school	school	NOUN
ger-397	305	20	leaders	leader	NOUN
ger-397	305	21	,	,	PUNCT
ger-397	305	22	and	and	CCONJ
ger-397	305	23	our	our	PRON
ger-397	305	24	data	datum	NOUN
ger-397	305	25	revealed	reveal	VERB
ger-397	305	26	important	important	ADJ
ger-397	305	27	findings	finding	NOUN
ger-397	305	28	on	on	ADP
ger-397	305	29	how	how	SCONJ
ger-397	305	30	devolved	devolve	VERB
ger-397	305	31	ecde	ecde	ADJ
ger-397	305	32	systems	system	NOUN
ger-397	305	33	addressed	address	VERB
ger-397	305	34	those	those	DET
ger-397	305	35	areas	area	NOUN
ger-397	305	36	.	.	PUNCT
ger-397	306	1	the	the	DET
ger-397	306	2	findings	finding	NOUN
ger-397	306	3	showed	show	VERB
ger-397	306	4	that	that	SCONJ
ger-397	306	5	the	the	DET
ger-397	306	6	counties	county	NOUN
ger-397	306	7	were	be	AUX
ger-397	306	8	quite	quite	ADV
ger-397	306	9	sensitive	sensitive	ADJ
ger-397	306	10	to	to	ADP
ger-397	306	11	the	the	DET
ger-397	306	12	influence	influence	NOUN
ger-397	306	13	of	of	ADP
ger-397	306	14	a	a	DET
ger-397	306	15	tayari	tayari	ADJ
ger-397	306	16	-	-	PUNCT
ger-397	306	17	type	type	NOUN
ger-397	306	18	intervention	intervention	NOUN
ger-397	306	19	on	on	ADP
ger-397	306	20	the	the	DET
ger-397	306	21	hiring	hiring	NOUN
ger-397	306	22	of	of	ADP
ger-397	306	23	ecde	ecde	ADJ
ger-397	306	24	officers	officer	NOUN
ger-397	306	25	after	after	SCONJ
ger-397	306	26	they	they	PRON
ger-397	306	27	were	be	AUX
ger-397	306	28	convinced	convince	VERB
ger-397	306	29	of	of	ADP
ger-397	306	30	its	its	PRON
ger-397	306	31	potential	potential	ADJ
ger-397	306	32	impact	impact	NOUN
ger-397	306	33	on	on	ADP
ger-397	306	34	learning	learn	VERB
ger-397	306	35	.	.	PUNCT
ger-397	307	1	investing	invest	VERB
ger-397	307	2	in	in	ADP
ger-397	307	3	teachers	teacher	NOUN
ger-397	307	4	and	and	CCONJ
ger-397	307	5	improving	improve	VERB
ger-397	307	6	the	the	DET
ger-397	307	7	quality	quality	NOUN
ger-397	307	8	of	of	ADP
ger-397	307	9	teaching	teaching	NOUN
ger-397	307	10	seems	seem	VERB
ger-397	307	11	to	to	PART
ger-397	307	12	be	be	AUX
ger-397	307	13	difficult	difficult	ADJ
ger-397	307	14	in	in	ADP
ger-397	307	15	kenya	kenya	PROPN
ger-397	307	16	’s	’s	PART
ger-397	307	17	current	current	ADJ
ger-397	307	18	context	context	NOUN
ger-397	307	19	,	,	PUNCT
ger-397	307	20	given	give	VERB
ger-397	307	21	ongoing	ongoing	ADJ
ger-397	307	22	legal	legal	ADJ
ger-397	307	23	disputes	dispute	NOUN
ger-397	307	24	between	between	ADP
ger-397	307	25	the	the	DET
ger-397	307	26	county	county	NOUN
ger-397	307	27	and	and	CCONJ
ger-397	307	28	national	national	ADJ
ger-397	307	29	governments	government	NOUN
ger-397	307	30	regarding	regard	VERB
ger-397	307	31	who	who	PRON
ger-397	307	32	is	be	AUX
ger-397	307	33	responsible	responsible	ADJ
ger-397	307	34	for	for	ADP
ger-397	307	35	teachers	teacher	NOUN
ger-397	307	36	.	.	PUNCT
ger-397	308	1	the	the	DET
ger-397	308	2	results	result	NOUN
ger-397	308	3	showed	show	VERB
ger-397	308	4	several	several	ADJ
ger-397	308	5	findings	finding	NOUN
ger-397	308	6	related	relate	VERB
ger-397	308	7	to	to	ADP
ger-397	308	8	rossiter	rossiter	PROPN
ger-397	308	9	’s	’s	PART
ger-397	308	10	(	(	PUNCT
ger-397	308	11	2016	2016	NUM
ger-397	308	12	)	)	PUNCT
ger-397	308	13	theme	theme	NOUN
ger-397	308	14	of	of	ADP
ger-397	308	15	curriculum	curriculum	NOUN
ger-397	308	16	,	,	PUNCT
ger-397	308	17	teaching	teaching	NOUN
ger-397	308	18	,	,	PUNCT
ger-397	308	19	and	and	CCONJ
ger-397	308	20	learning	learn	VERB
ger-397	308	21	materials	material	NOUN
ger-397	308	22	.	.	PUNCT
ger-397	309	1	there	there	PRON
ger-397	309	2	were	be	VERB
ger-397	309	3	differences	difference	NOUN
ger-397	309	4	of	of	ADP
ger-397	309	5	opinion	opinion	NOUN
ger-397	309	6	across	across	ADP
ger-397	309	7	and	and	CCONJ
ger-397	309	8	within	within	ADP
ger-397	309	9	counties	county	NOUN
ger-397	309	10	as	as	ADP
ger-397	309	11	to	to	ADP
ger-397	309	12	whether	whether	SCONJ
ger-397	309	13	the	the	DET
ger-397	309	14	purchase	purchase	NOUN
ger-397	309	15	of	of	ADP
ger-397	309	16	instructional	instructional	ADJ
ger-397	309	17	materials	material	NOUN
ger-397	309	18	was	be	AUX
ger-397	309	19	a	a	DET
ger-397	309	20	county	county	NOUN
ger-397	309	21	or	or	CCONJ
ger-397	309	22	school	school	NOUN
ger-397	309	23	function	function	NOUN
ger-397	309	24	.	.	PUNCT
ger-397	310	1	given	give	VERB
ger-397	310	2	that	that	SCONJ
ger-397	310	3	many	many	ADJ
ger-397	310	4	counties	county	NOUN
ger-397	310	5	had	have	AUX
ger-397	310	6	no	no	DET
ger-397	310	7	budget	budget	NOUN
ger-397	310	8	line	line	NOUN
ger-397	310	9	allocated	allocate	VERB
ger-397	310	10	for	for	ADP
ger-397	310	11	instructional	instructional	ADJ
ger-397	310	12	materials	material	NOUN
ger-397	310	13	,	,	PUNCT
ger-397	310	14	schools	school	NOUN
ger-397	310	15	took	take	VERB
ger-397	310	16	on	on	ADP
ger-397	310	17	some	some	PRON
ger-397	310	18	of	of	ADP
ger-397	310	19	that	that	DET
ger-397	310	20	responsibility	responsibility	NOUN
ger-397	310	21	.	.	PUNCT
ger-397	311	1	of	of	ADP
ger-397	311	2	course	course	NOUN
ger-397	311	3	,	,	PUNCT
ger-397	311	4	when	when	SCONJ
ger-397	311	5	schools	school	NOUN
ger-397	311	6	are	be	AUX
ger-397	311	7	required	require	VERB
ger-397	311	8	to	to	PART
ger-397	311	9	provide	provide	VERB
ger-397	311	10	materials	material	NOUN
ger-397	311	11	,	,	PUNCT
ger-397	311	12	the	the	DET
ger-397	311	13	availability	availability	NOUN
ger-397	311	14	of	of	ADP
ger-397	311	15	those	those	DET
ger-397	311	16	materials	material	NOUN
ger-397	311	17	to	to	ADP
ger-397	311	18	learners	learner	NOUN
ger-397	311	19	will	will	AUX
ger-397	311	20	be	be	AUX
ger-397	311	21	inequitable	inequitable	ADJ
ger-397	311	22	among	among	ADP
ger-397	311	23	schools	school	NOUN
ger-397	311	24	,	,	PUNCT
ger-397	311	25	and	and	CCONJ
ger-397	311	26	the	the	DET
ger-397	311	27	costs	cost	NOUN
ger-397	311	28	in	in	ADP
ger-397	311	29	many	many	ADJ
ger-397	311	30	cases	case	NOUN
ger-397	311	31	will	will	AUX
ger-397	311	32	be	be	AUX
ger-397	311	33	shifted	shift	VERB
ger-397	311	34	to	to	ADP
ger-397	311	35	parents	parent	NOUN
ger-397	311	36	in	in	ADP
ger-397	311	37	the	the	DET
ger-397	311	38	form	form	NOUN
ger-397	311	39	of	of	ADP
ger-397	311	40	additional	additional	ADJ
ger-397	311	41	fees	fee	NOUN
ger-397	311	42	.	.	PUNCT
ger-397	312	1	it	it	PRON
ger-397	312	2	was	be	AUX
ger-397	312	3	also	also	ADV
ger-397	312	4	apparent	apparent	ADJ
ger-397	312	5	that	that	SCONJ
ger-397	312	6	programs	program	NOUN
ger-397	312	7	like	like	ADP
ger-397	312	8	tayari	tayari	PROPN
ger-397	312	9	that	that	PRON
ger-397	312	10	provide	provide	VERB
ger-397	312	11	instructional	instructional	ADJ
ger-397	312	12	materials	material	NOUN
ger-397	312	13	are	be	AUX
ger-397	312	14	meeting	meet	VERB
ger-397	312	15	an	an	DET
ger-397	312	16	area	area	NOUN
ger-397	312	17	of	of	ADP
ger-397	312	18	demand	demand	NOUN
ger-397	312	19	by	by	ADP
ger-397	312	20	counties	county	NOUN
ger-397	312	21	and	and	CCONJ
ger-397	312	22	parents	parent	NOUN
ger-397	312	23	alike	alike	ADV
ger-397	312	24	,	,	PUNCT
ger-397	312	25	although	although	SCONJ
ger-397	312	26	the	the	DET
ger-397	312	27	long	long	ADJ
ger-397	312	28	-	-	PUNCT
ger-397	312	29	term	term	NOUN
ger-397	312	30	sustainability	sustainability	NOUN
ger-397	312	31	of	of	ADP
ger-397	312	32	this	this	DET
ger-397	312	33	investment	investment	NOUN
ger-397	312	34	is	be	AUX
ger-397	312	35	of	of	ADP
ger-397	312	36	concern	concern	NOUN
ger-397	312	37	.	.	PUNCT
ger-397	313	1	future	future	ADJ
ger-397	313	2	quality	quality	NOUN
ger-397	313	3	improvement	improvement	NOUN
ger-397	313	4	interventions	intervention	NOUN
ger-397	313	5	could	could	AUX
ger-397	313	6	consider	consider	VERB
ger-397	313	7	incentivizing	incentivize	VERB
ger-397	313	8	county	county	NOUN
ger-397	313	9	-	-	PUNCT
ger-397	313	10	level	level	NOUN
ger-397	313	11	investments	investment	NOUN
ger-397	313	12	in	in	ADP
ger-397	313	13	learning	learn	VERB
ger-397	313	14	materials	material	NOUN
ger-397	313	15	,	,	PUNCT
ger-397	313	16	while	while	SCONJ
ger-397	313	17	also	also	ADV
ger-397	313	18	providing	provide	VERB
ger-397	313	19	technical	technical	ADJ
ger-397	313	20	support	support	NOUN
ger-397	313	21	.	.	PUNCT
ger-397	314	1	this	this	DET
ger-397	314	2	strategy	strategy	NOUN
ger-397	314	3	would	would	AUX
ger-397	314	4	call	call	VERB
ger-397	314	5	attention	attention	NOUN
ger-397	314	6	to	to	ADP
ger-397	314	7	the	the	DET
ger-397	314	8	importance	importance	NOUN
ger-397	314	9	of	of	ADP
ger-397	314	10	such	such	ADJ
ger-397	314	11	investments	investment	NOUN
ger-397	314	12	as	as	ADP
ger-397	314	13	meaningful	meaningful	ADJ
ger-397	314	14	resource	resource	NOUN
ger-397	314	15	allocations	allocation	NOUN
ger-397	314	16	.	.	PUNCT
ger-397	315	1	scaling	scale	VERB
ger-397	315	2	up	up	ADP
ger-397	315	3	early	early	ADJ
ger-397	315	4	childhood	childhood	NOUN
ger-397	315	5	development	development	NOUN
ger-397	315	6	and	and	CCONJ
ger-397	315	7	education	education	NOUN
ger-397	315	8	65	65	NUM
ger-397	315	9	one	one	NUM
ger-397	315	10	of	of	ADP
ger-397	315	11	the	the	DET
ger-397	315	12	most	most	ADV
ger-397	315	13	striking	striking	ADJ
ger-397	315	14	findings	finding	NOUN
ger-397	315	15	was	be	AUX
ger-397	315	16	the	the	DET
ger-397	315	17	influence	influence	NOUN
ger-397	315	18	of	of	ADP
ger-397	315	19	tayari	tayari	NOUN
ger-397	315	20	on	on	ADP
ger-397	315	21	the	the	DET
ger-397	315	22	allocation	allocation	NOUN
ger-397	315	23	of	of	ADP
ger-397	315	24	personnel	personnel	NOUN
ger-397	315	25	,	,	PUNCT
ger-397	315	26	due	due	ADP
ger-397	315	27	to	to	ADP
ger-397	315	28	the	the	DET
ger-397	315	29	perception	perception	NOUN
ger-397	315	30	that	that	SCONJ
ger-397	315	31	investments	investment	NOUN
ger-397	315	32	in	in	ADP
ger-397	315	33	these	these	DET
ger-397	315	34	staff	staff	NOUN
ger-397	315	35	would	would	AUX
ger-397	315	36	improve	improve	VERB
ger-397	315	37	ecde	ecde	ADJ
ger-397	315	38	quality	quality	NOUN
ger-397	315	39	.	.	PUNCT
ger-397	316	1	counties	county	NOUN
ger-397	316	2	supported	support	VERB
ger-397	316	3	by	by	ADP
ger-397	316	4	tayari	tayari	PROPN
ger-397	316	5	had	have	VERB
ger-397	316	6	more	more	ADJ
ger-397	316	7	ecde	ecde	ADJ
ger-397	316	8	officers	officer	NOUN
ger-397	316	9	than	than	ADP
ger-397	316	10	control	control	NOUN
ger-397	316	11	counties	county	NOUN
ger-397	316	12	,	,	PUNCT
ger-397	316	13	and	and	CCONJ
ger-397	316	14	two	two	NUM
ger-397	316	15	counties	county	NOUN
ger-397	316	16	hired	hire	VERB
ger-397	316	17	several	several	ADJ
ger-397	316	18	additional	additional	ADJ
ger-397	316	19	ecde	ecde	ADJ
ger-397	316	20	officers	officer	NOUN
ger-397	316	21	before	before	ADP
ger-397	316	22	the	the	DET
ger-397	316	23	2017	2017	NUM
ger-397	316	24	academic	academic	ADJ
ger-397	316	25	year	year	NOUN
ger-397	316	26	based	base	VERB
ger-397	316	27	on	on	ADP
ger-397	316	28	their	their	PRON
ger-397	316	29	experience	experience	NOUN
ger-397	316	30	with	with	ADP
ger-397	316	31	the	the	DET
ger-397	316	32	tayari	tayari	ADJ
ger-397	316	33	program	program	NOUN
ger-397	316	34	in	in	ADP
ger-397	316	35	2016	2016	NUM
ger-397	316	36	.	.	PUNCT
ger-397	317	1	these	these	DET
ger-397	317	2	hires	hire	NOUN
ger-397	317	3	were	be	AUX
ger-397	317	4	paid	pay	VERB
ger-397	317	5	from	from	ADP
ger-397	317	6	county	county	NOUN
ger-397	317	7	resources	resource	NOUN
ger-397	317	8	and	and	CCONJ
ger-397	317	9	their	their	PRON
ger-397	317	10	positions	position	NOUN
ger-397	317	11	became	become	VERB
ger-397	317	12	part	part	NOUN
ger-397	317	13	of	of	ADP
ger-397	317	14	the	the	DET
ger-397	317	15	permanent	permanent	ADJ
ger-397	317	16	county	county	NOUN
ger-397	317	17	budget	budget	NOUN
ger-397	317	18	.	.	PUNCT
ger-397	318	1	this	this	DET
ger-397	318	2	increased	increase	VERB
ger-397	318	3	personnel	personnel	NOUN
ger-397	318	4	investment	investment	NOUN
ger-397	318	5	by	by	ADP
ger-397	318	6	the	the	DET
ger-397	318	7	counties	county	NOUN
ger-397	318	8	suggests	suggest	VERB
ger-397	318	9	an	an	DET
ger-397	318	10	additional	additional	ADJ
ger-397	318	11	area	area	NOUN
ger-397	318	12	of	of	ADP
ger-397	318	13	research	research	NOUN
ger-397	318	14	on	on	ADP
ger-397	318	15	how	how	SCONJ
ger-397	318	16	project	project	NOUN
ger-397	318	17	-	-	PUNCT
ger-397	318	18	based	base	VERB
ger-397	318	19	interventions	intervention	NOUN
ger-397	318	20	can	can	AUX
ger-397	318	21	support	support	VERB
ger-397	318	22	decentralized	decentralized	ADJ
ger-397	318	23	levels	level	NOUN
ger-397	318	24	in	in	ADP
ger-397	318	25	making	make	VERB
ger-397	318	26	decisions	decision	NOUN
ger-397	318	27	while	while	SCONJ
ger-397	318	28	also	also	ADV
ger-397	318	29	emphasizing	emphasize	VERB
ger-397	318	30	learning	learn	VERB
ger-397	318	31	and	and	CCONJ
ger-397	318	32	quality	quality	NOUN
ger-397	318	33	improvements	improvement	NOUN
ger-397	318	34	.	.	PUNCT
ger-397	319	1	it	it	PRON
ger-397	319	2	remains	remain	VERB
ger-397	319	3	to	to	PART
ger-397	319	4	be	be	AUX
ger-397	319	5	seen	see	VERB
ger-397	319	6	whether	whether	SCONJ
ger-397	319	7	the	the	DET
ger-397	319	8	overall	overall	ADJ
ger-397	319	9	allocations	allocation	NOUN
ger-397	319	10	of	of	ADP
ger-397	319	11	ecde	ecde	ADJ
ger-397	319	12	can	can	AUX
ger-397	319	13	be	be	AUX
ger-397	319	14	changed	change	VERB
ger-397	319	15	,	,	PUNCT
ger-397	319	16	whether	whether	SCONJ
ger-397	319	17	it	it	PRON
ger-397	319	18	is	be	AUX
ger-397	319	19	possible	possible	ADJ
ger-397	319	20	to	to	PART
ger-397	319	21	increase	increase	VERB
ger-397	319	22	ecde	ecde	ADJ
ger-397	319	23	investments	investment	NOUN
ger-397	319	24	in	in	ADP
ger-397	319	25	contrast	contrast	NOUN
ger-397	319	26	to	to	ADP
ger-397	319	27	other	other	ADJ
ger-397	319	28	subsectors	subsector	NOUN
ger-397	319	29	in	in	ADP
ger-397	319	30	general	general	ADJ
ger-397	319	31	,	,	PUNCT
ger-397	319	32	and	and	CCONJ
ger-397	319	33	whether	whether	SCONJ
ger-397	319	34	it	it	PRON
ger-397	319	35	is	be	AUX
ger-397	319	36	possible	possible	ADJ
ger-397	319	37	to	to	PART
ger-397	319	38	increase	increase	VERB
ger-397	319	39	ecde	ecde	ADJ
ger-397	319	40	investments	investment	NOUN
ger-397	319	41	focused	focus	VERB
ger-397	319	42	on	on	ADP
ger-397	319	43	quality	quality	NOUN
ger-397	319	44	improvements	improvement	NOUN
ger-397	319	45	rather	rather	ADV
ger-397	319	46	than	than	ADP
ger-397	319	47	on	on	ADP
ger-397	319	48	access	access	NOUN
ger-397	319	49	to	to	PART
ger-397	319	50	ecde	ecde	ADJ
ger-397	319	51	.	.	PUNCT
ger-397	320	1	the	the	DET
ger-397	320	2	quantitative	quantitative	ADJ
ger-397	320	3	results	result	NOUN
ger-397	320	4	from	from	ADP
ger-397	320	5	tayari	tayari	PROPN
ger-397	320	6	showed	show	VERB
ger-397	320	7	not	not	PART
ger-397	320	8	only	only	ADV
ger-397	320	9	increased	increase	VERB
ger-397	320	10	school	school	NOUN
ger-397	320	11	readiness	readiness	NOUN
ger-397	320	12	,	,	PUNCT
ger-397	320	13	but	but	CCONJ
ger-397	320	14	also	also	ADV
ger-397	320	15	meaningful	meaningful	ADJ
ger-397	320	16	county	county	NOUN
ger-397	320	17	-	-	PUNCT
ger-397	320	18	level	level	NOUN
ger-397	320	19	differences	difference	NOUN
ger-397	320	20	in	in	ADP
ger-397	320	21	program	program	NOUN
ger-397	320	22	impact	impact	NOUN
ger-397	320	23	.	.	PUNCT
ger-397	321	1	while	while	SCONJ
ger-397	321	2	many	many	ADJ
ger-397	321	3	programs	program	NOUN
ger-397	321	4	focus	focus	VERB
ger-397	321	5	primarily	primarily	ADV
ger-397	321	6	on	on	ADP
ger-397	321	7	whether	whether	SCONJ
ger-397	321	8	an	an	DET
ger-397	321	9	ecde	ecde	ADJ
ger-397	321	10	intervention	intervention	NOUN
ger-397	321	11	is	be	AUX
ger-397	321	12	successful	successful	ADJ
ger-397	321	13	,	,	PUNCT
ger-397	321	14	these	these	DET
ger-397	321	15	results	result	NOUN
ger-397	321	16	showed	show	VERB
ger-397	321	17	that	that	SCONJ
ger-397	321	18	understanding	understand	VERB
ger-397	321	19	the	the	DET
ger-397	321	20	specifics	specific	NOUN
ger-397	321	21	of	of	ADP
ger-397	321	22	the	the	DET
ger-397	321	23	context	context	NOUN
ger-397	321	24	is	be	AUX
ger-397	321	25	essential	essential	ADJ
ger-397	321	26	in	in	ADP
ger-397	321	27	maximizing	maximize	VERB
ger-397	321	28	ecde	ecde	ADJ
ger-397	321	29	program	program	NOUN
ger-397	321	30	impact	impact	NOUN
ger-397	321	31	.	.	PUNCT
ger-397	322	1	while	while	SCONJ
ger-397	322	2	the	the	DET
ger-397	322	3	directionality	directionality	NOUN
ger-397	322	4	of	of	ADP
ger-397	322	5	the	the	DET
ger-397	322	6	tayari	tayari	ADJ
ger-397	322	7	impact	impact	NOUN
ger-397	322	8	was	be	AUX
ger-397	322	9	positive	positive	ADJ
ger-397	322	10	in	in	ADP
ger-397	322	11	each	each	DET
ger-397	322	12	county	county	NOUN
ger-397	322	13	,	,	PUNCT
ger-397	322	14	the	the	DET
ger-397	322	15	variation	variation	NOUN
ger-397	322	16	in	in	ADP
ger-397	322	17	the	the	DET
ger-397	322	18	magnitude	magnitude	NOUN
ger-397	322	19	of	of	ADP
ger-397	322	20	the	the	DET
ger-397	322	21	county	county	NOUN
ger-397	322	22	-	-	PUNCT
ger-397	322	23	specific	specific	ADJ
ger-397	322	24	tayari	tayari	ADJ
ger-397	322	25	effects	effect	NOUN
ger-397	322	26	points	point	VERB
ger-397	322	27	to	to	ADP
ger-397	322	28	the	the	DET
ger-397	322	29	continued	continue	VERB
ger-397	322	30	work	work	NOUN
ger-397	322	31	required	require	VERB
ger-397	322	32	to	to	PART
ger-397	322	33	consider	consider	VERB
ger-397	322	34	local	local	ADJ
ger-397	322	35	realities	reality	NOUN
ger-397	322	36	and	and	CCONJ
ger-397	322	37	make	make	VERB
ger-397	322	38	adjustments	adjustment	NOUN
ger-397	322	39	based	base	VERB
ger-397	322	40	on	on	ADP
ger-397	322	41	the	the	DET
ger-397	322	42	particularities	particularity	NOUN
ger-397	322	43	of	of	ADP
ger-397	322	44	implementation	implementation	NOUN
ger-397	322	45	in	in	ADP
ger-397	322	46	decentralized	decentralized	ADJ
ger-397	322	47	levels	level	NOUN
ger-397	322	48	in	in	ADP
ger-397	322	49	kenya	kenya	PROPN
ger-397	322	50	or	or	CCONJ
ger-397	322	51	elsewhere	elsewhere	ADV
ger-397	322	52	.	.	PUNCT
ger-397	323	1	more	more	ADJ
ger-397	323	2	research	research	NOUN
ger-397	323	3	is	be	AUX
ger-397	323	4	needed	need	VERB
ger-397	323	5	to	to	PART
ger-397	323	6	determine	determine	VERB
ger-397	323	7	whether	whether	SCONJ
ger-397	323	8	decentralized	decentralized	ADJ
ger-397	323	9	levels	level	NOUN
ger-397	323	10	of	of	ADP
ger-397	323	11	government	government	NOUN
ger-397	323	12	in	in	ADP
ger-397	323	13	kenya	kenya	PROPN
ger-397	323	14	innovate	innovate	VERB
ger-397	323	15	and	and	CCONJ
ger-397	323	16	create	create	VERB
ger-397	323	17	context	context	NOUN
ger-397	323	18	-	-	PUNCT
ger-397	323	19	specific	specific	ADJ
ger-397	323	20	strategies	strategy	NOUN
ger-397	323	21	(	(	PUNCT
ger-397	323	22	similar	similar	ADJ
ger-397	323	23	to	to	ADP
ger-397	323	24	the	the	DET
ger-397	323	25	ethiopian	ethiopian	ADJ
ger-397	323	26	example	example	NOUN
ger-397	323	27	)	)	PUNCT
ger-397	323	28	to	to	PART
ger-397	323	29	improve	improve	VERB
ger-397	323	30	quality	quality	NOUN
ger-397	323	31	.	.	PUNCT
ger-397	324	1	while	while	SCONJ
ger-397	324	2	the	the	DET
ger-397	324	3	impact	impact	NOUN
ger-397	324	4	of	of	ADP
ger-397	324	5	tayari	tayari	NOUN
ger-397	324	6	was	be	AUX
ger-397	324	7	similar	similar	ADJ
ger-397	324	8	in	in	ADP
ger-397	324	9	public	public	ADJ
ger-397	324	10	and	and	CCONJ
ger-397	324	11	nonformal	nonformal	NOUN
ger-397	324	12	settings	setting	NOUN
ger-397	324	13	,	,	PUNCT
ger-397	324	14	the	the	DET
ger-397	324	15	absolute	absolute	ADJ
ger-397	324	16	scores	score	NOUN
ger-397	324	17	showed	show	VERB
ger-397	324	18	that	that	SCONJ
ger-397	324	19	outcomes	outcome	NOUN
ger-397	324	20	were	be	AUX
ger-397	324	21	higher	high	ADJ
ger-397	324	22	in	in	ADP
ger-397	324	23	the	the	DET
ger-397	324	24	nonformal	nonformal	NOUN
ger-397	324	25	settings	setting	NOUN
ger-397	324	26	,	,	PUNCT
ger-397	324	27	outside	outside	ADP
ger-397	324	28	of	of	ADP
ger-397	324	29	the	the	DET
ger-397	324	30	government	government	NOUN
ger-397	324	31	’s	’s	PART
ger-397	324	32	formal	formal	ADJ
ger-397	324	33	investment	investment	NOUN
ger-397	324	34	.	.	PUNCT
ger-397	325	1	this	this	DET
ger-397	325	2	finding	finding	NOUN
ger-397	325	3	reflects	reflect	VERB
ger-397	325	4	the	the	DET
ger-397	325	5	experience	experience	NOUN
ger-397	325	6	of	of	ADP
ger-397	325	7	south	south	PROPN
ger-397	325	8	africa	africa	PROPN
ger-397	325	9	where	where	SCONJ
ger-397	325	10	outcomes	outcome	NOUN
ger-397	325	11	in	in	ADP
ger-397	325	12	public	public	ADJ
ger-397	325	13	grade	grade	NOUN
ger-397	325	14	r	r	NOUN
ger-397	325	15	classrooms	classroom	NOUN
ger-397	325	16	are	be	AUX
ger-397	325	17	modest	modest	ADJ
ger-397	325	18	,	,	PUNCT
ger-397	325	19	and	and	CCONJ
ger-397	325	20	raises	raise	VERB
ger-397	325	21	the	the	DET
ger-397	325	22	question	question	NOUN
ger-397	325	23	of	of	ADP
ger-397	325	24	whether	whether	SCONJ
ger-397	325	25	rapid	rapid	ADJ
ger-397	325	26	expansion	expansion	NOUN
ger-397	325	27	of	of	ADP
ger-397	325	28	the	the	DET
ger-397	325	29	public	public	ADJ
ger-397	325	30	ecde	ecde	ADJ
ger-397	325	31	sector	sector	NOUN
ger-397	325	32	might	might	AUX
ger-397	325	33	reduce	reduce	VERB
ger-397	325	34	quality	quality	NOUN
ger-397	325	35	.	.	PUNCT
ger-397	326	1	the	the	DET
ger-397	326	2	gap	gap	NOUN
ger-397	326	3	between	between	ADP
ger-397	326	4	the	the	DET
ger-397	326	5	quality	quality	NOUN
ger-397	326	6	of	of	ADP
ger-397	326	7	public	public	ADJ
ger-397	326	8	and	and	CCONJ
ger-397	326	9	low	low	ADJ
ger-397	326	10	-	-	PUNCT
ger-397	326	11	cost	cost	NOUN
ger-397	326	12	private	private	ADJ
ger-397	326	13	ecde	ecde	ADJ
ger-397	326	14	centers	center	NOUN
ger-397	326	15	may	may	AUX
ger-397	326	16	be	be	AUX
ger-397	326	17	a	a	DET
ger-397	326	18	cautionary	cautionary	ADJ
ger-397	326	19	tale	tale	NOUN
ger-397	326	20	for	for	ADP
ger-397	326	21	kenya	kenya	NOUN
ger-397	326	22	,	,	PUNCT
ger-397	326	23	which	which	PRON
ger-397	326	24	should	should	AUX
ger-397	326	25	ensure	ensure	VERB
ger-397	326	26	that	that	SCONJ
ger-397	326	27	investments	investment	NOUN
ger-397	326	28	in	in	ADP
ger-397	326	29	quality	quality	NOUN
ger-397	326	30	public	public	ADJ
ger-397	326	31	ecde	ecde	ADJ
ger-397	326	32	centers	center	NOUN
ger-397	326	33	are	be	AUX
ger-397	326	34	paramount	paramount	ADJ
ger-397	326	35	even	even	ADV
ger-397	326	36	as	as	SCONJ
ger-397	326	37	enrollment	enrollment	NOUN
ger-397	326	38	in	in	ADP
ger-397	326	39	ecde	ecde	ADJ
ger-397	326	40	rapidly	rapidly	ADV
ger-397	326	41	expands	expand	VERB
ger-397	326	42	.	.	PUNCT
ger-397	327	1	conclusion	conclusion	NOUN
ger-397	327	2	decentralization	decentralization	NOUN
ger-397	327	3	affords	afford	NOUN
ger-397	327	4	countries	country	NOUN
ger-397	327	5	a	a	DET
ger-397	327	6	unique	unique	ADJ
ger-397	327	7	opportunity	opportunity	NOUN
ger-397	327	8	to	to	PART
ger-397	327	9	improve	improve	VERB
ger-397	327	10	both	both	DET
ger-397	327	11	the	the	DET
ger-397	327	12	quality	quality	NOUN
ger-397	327	13	and	and	CCONJ
ger-397	327	14	equity	equity	NOUN
ger-397	327	15	of	of	ADP
ger-397	327	16	ecde	ecde	ADJ
ger-397	327	17	service	service	NOUN
ger-397	327	18	provision	provision	NOUN
ger-397	327	19	.	.	PUNCT
ger-397	328	1	the	the	DET
ger-397	328	2	findings	finding	NOUN
ger-397	328	3	from	from	ADP
ger-397	328	4	this	this	DET
ger-397	328	5	study	study	NOUN
ger-397	328	6	point	point	NOUN
ger-397	328	7	to	to	ADP
ger-397	328	8	the	the	DET
ger-397	328	9	need	need	NOUN
ger-397	328	10	for	for	ADP
ger-397	328	11	devolved	devolve	VERB
ger-397	328	12	or	or	CCONJ
ger-397	328	13	decentralized	decentralize	VERB
ger-397	328	14	levels	level	NOUN
ger-397	328	15	to	to	PART
ger-397	328	16	allocate	allocate	VERB
ger-397	328	17	increased	increase	VERB
ger-397	328	18	funding	funding	NOUN
ger-397	328	19	to	to	PART
ger-397	328	20	ecde	ecde	VERB
ger-397	328	21	to	to	PART
ger-397	328	22	ensure	ensure	VERB
ger-397	328	23	government	government	NOUN
ger-397	328	24	systems	system	NOUN
ger-397	328	25	establish	establish	VERB
ger-397	328	26	an	an	DET
ger-397	328	27	effective	effective	ADJ
ger-397	328	28	and	and	CCONJ
ger-397	328	29	coherent	coherent	ADJ
ger-397	328	30	ecde	ecde	ADJ
ger-397	328	31	system	system	NOUN
ger-397	328	32	.	.	PUNCT
ger-397	329	1	programs	program	NOUN
ger-397	329	2	such	such	ADJ
ger-397	329	3	as	as	ADP
ger-397	329	4	tayari	tayari	PROPN
ger-397	329	5	can	can	AUX
ger-397	329	6	produce	produce	VERB
ger-397	329	7	evidence	evidence	NOUN
ger-397	329	8	on	on	ADP
ger-397	329	9	how	how	SCONJ
ger-397	329	10	decentralized	decentralize	VERB
ger-397	329	11	governments	government	NOUN
ger-397	329	12	may	may	AUX
ger-397	329	13	utilize	utilize	VERB
ger-397	329	14	their	their	PRON
ger-397	329	15	existing	exist	VERB
ger-397	329	16	personnel	personnel	NOUN
ger-397	329	17	and	and	CCONJ
ger-397	329	18	structures	structure	NOUN
ger-397	329	19	to	to	PART
ger-397	329	20	improve	improve	VERB
ger-397	329	21	ecde	ecde	ADJ
ger-397	329	22	quality	quality	NOUN
ger-397	329	23	.	.	PUNCT
ger-397	330	1	this	this	PRON
ger-397	330	2	includes	include	VERB
ger-397	330	3	entrenching	entrench	VERB
ger-397	330	4	the	the	DET
ger-397	330	5	use	use	NOUN
ger-397	330	6	of	of	ADP
ger-397	330	7	high	high	ADJ
ger-397	330	8	-	-	PUNCT
ger-397	330	9	quality	quality	NOUN
ger-397	330	10	instructional	instructional	ADJ
ger-397	330	11	materials	material	NOUN
ger-397	330	12	aligned	align	VERB
ger-397	330	13	to	to	ADP
ger-397	330	14	the	the	DET
ger-397	330	15	curriculum	curriculum	NOUN
ger-397	330	16	,	,	PUNCT
ger-397	330	17	embracing	embrace	VERB
ger-397	330	18	teacher	teacher	NOUN
ger-397	330	19	training	training	NOUN
ger-397	330	20	and	and	CCONJ
ger-397	330	21	support	support	NOUN
ger-397	330	22	modalities	modality	NOUN
ger-397	330	23	with	with	ADP
ger-397	330	24	a	a	DET
ger-397	330	25	focus	focus	NOUN
ger-397	330	26	on	on	ADP
ger-397	330	27	ensuring	ensure	VERB
ger-397	330	28	that	that	SCONJ
ger-397	330	29	teachers	teacher	NOUN
ger-397	330	30	effectively	effectively	ADV
ger-397	330	31	teach	teach	VERB
ger-397	330	32	the	the	DET
ger-397	330	33	curriculum	curriculum	NOUN
ger-397	330	34	,	,	PUNCT
ger-397	330	35	and	and	CCONJ
ger-397	330	36	improving	improve	VERB
ger-397	330	37	instructional	instructional	ADJ
ger-397	330	38	delivery	delivery	NOUN
ger-397	330	39	through	through	ADP
ger-397	330	40	coaching	coaching	NOUN
ger-397	330	41	and	and	CCONJ
ger-397	330	42	supportive	supportive	ADJ
ger-397	330	43	supervision	supervision	NOUN
ger-397	330	44	systems	system	NOUN
ger-397	330	45	within	within	ADP
ger-397	330	46	the	the	DET
ger-397	330	47	decentralized	decentralize	VERB
ger-397	330	48	structures	structure	NOUN
ger-397	330	49	.	.	PUNCT
ger-397	331	1	the	the	DET
ger-397	331	2	tayari	tayari	ADJ
ger-397	331	3	example	example	NOUN
ger-397	331	4	should	should	AUX
ger-397	331	5	be	be	AUX
ger-397	331	6	further	far	ADV
ger-397	331	7	analyzed	analyze	VERB
ger-397	331	8	to	to	PART
ger-397	331	9	determine	determine	VERB
ger-397	331	10	whether	whether	SCONJ
ger-397	331	11	sufficient	sufficient	ADJ
ger-397	331	12	autonomy	autonomy	NOUN
ger-397	331	13	can	can	AUX
ger-397	331	14	be	be	AUX
ger-397	331	15	given	give	VERB
ger-397	331	16	to	to	ADP
ger-397	331	17	local	local	ADJ
ger-397	331	18	,	,	PUNCT
ger-397	331	19	decentralized	decentralize	VERB
ger-397	331	20	education	education	NOUN
ger-397	331	21	structures	structure	NOUN
ger-397	331	22	to	to	PART
ger-397	331	23	promote	promote	VERB
ger-397	331	24	creative	creative	ADJ
ger-397	331	25	solutions	solution	NOUN
ger-397	331	26	and	and	CCONJ
ger-397	331	27	local	local	ADJ
ger-397	331	28	ownership	ownership	NOUN
ger-397	331	29	,	,	PUNCT
ger-397	331	30	while	while	SCONJ
ger-397	331	31	at	at	ADP
ger-397	331	32	the	the	DET
ger-397	331	33	same	same	ADJ
ger-397	331	34	time	time	NOUN
ger-397	331	35	setting	set	VERB
ger-397	331	36	standards	standard	NOUN
ger-397	331	37	for	for	ADP
ger-397	331	38	training	training	NOUN
ger-397	331	39	quality	quality	NOUN
ger-397	331	40	,	,	PUNCT
ger-397	331	41	instructional	instructional	ADJ
ger-397	331	42	support	support	NOUN
ger-397	331	43	,	,	PUNCT
ger-397	331	44	and	and	CCONJ
ger-397	331	45	decisions	decision	NOUN
ger-397	331	46	on	on	ADP
ger-397	331	47	resource	resource	NOUN
ger-397	331	48	66	66	NUM
ger-397	331	49	global	global	ADJ
ger-397	331	50	education	education	NOUN
ger-397	331	51	review	review	NOUN
ger-397	331	52	5(2	5(2	NUM
ger-397	331	53	)	)	PUNCT
ger-397	331	54	allocation	allocation	NOUN
ger-397	331	55	.	.	PUNCT
ger-397	332	1	the	the	DET
ger-397	332	2	key	key	ADJ
ger-397	332	3	objective	objective	NOUN
ger-397	332	4	is	be	AUX
ger-397	332	5	to	to	PART
ger-397	332	6	ensure	ensure	VERB
ger-397	332	7	that	that	SCONJ
ger-397	332	8	kenya	kenya	PROPN
ger-397	332	9	’s	’s	PART
ger-397	332	10	children	child	NOUN
ger-397	332	11	enjoy	enjoy	VERB
ger-397	332	12	both	both	CCONJ
ger-397	332	13	high	high	ADJ
ger-397	332	14	-	-	PUNCT
ger-397	332	15	quality	quality	NOUN
ger-397	332	16	ecde	ecde	ADJ
ger-397	332	17	and	and	CCONJ
ger-397	332	18	increased	increase	VERB
ger-397	332	19	enrollment	enrollment	NOUN
ger-397	332	20	in	in	ADP
ger-397	332	21	the	the	DET
ger-397	332	22	decentralized	decentralize	VERB
ger-397	332	23	ecde	ecde	ADJ
ger-397	332	24	system	system	NOUN
ger-397	332	25	.	.	PUNCT
ger-397	333	1	notes	note	VERB
ger-397	333	2	1	1	NUM
ger-397	333	3	.	.	PUNCT
ger-397	334	1	we	we	PRON
ger-397	334	2	define	define	VERB
ger-397	334	3	school	school	NOUN
ger-397	334	4	readiness	readiness	NOUN
ger-397	334	5	as	as	ADP
ger-397	334	6	performance	performance	NOUN
ger-397	334	7	on	on	ADP
ger-397	334	8	the	the	DET
ger-397	334	9	kenya	kenya	NOUN
ger-397	334	10	-	-	PUNCT
ger-397	334	11	adapted	adapt	VERB
ger-397	334	12	version	version	NOUN
ger-397	334	13	of	of	ADP
ger-397	334	14	the	the	DET
ger-397	334	15	measuring	measure	VERB
ger-397	334	16	early	early	ADJ
ger-397	334	17	learning	learning	NOUN
ger-397	334	18	and	and	CCONJ
ger-397	334	19	quality	quality	NOUN
ger-397	334	20	outcomes	outcome	NOUN
ger-397	334	21	(	(	PUNCT
ger-397	334	22	melqo	melqo	NOUN
ger-397	334	23	)	)	PUNCT
ger-397	334	24	assessment	assessment	NOUN
ger-397	334	25	,	,	PUNCT
ger-397	334	26	with	with	ADP
ger-397	334	27	10	10	NUM
ger-397	334	28	areas	area	NOUN
ger-397	334	29	of	of	ADP
ger-397	334	30	school	school	NOUN
ger-397	334	31	readiness	readiness	NOUN
ger-397	334	32	combined	combine	VERB
ger-397	334	33	for	for	ADP
ger-397	334	34	an	an	DET
ger-397	334	35	average	average	ADJ
ger-397	334	36	school	school	NOUN
ger-397	334	37	readiness	readiness	NOUN
ger-397	334	38	metric	metric	NOUN
ger-397	334	39	,	,	PUNCT
ger-397	334	40	inclusive	inclusive	ADJ
ger-397	334	41	of	of	ADP
ger-397	334	42	language	language	NOUN
ger-397	334	43	,	,	PUNCT
ger-397	334	44	numeracy	numeracy	NOUN
ger-397	334	45	,	,	PUNCT
ger-397	334	46	executive	executive	ADJ
ger-397	334	47	function	function	NOUN
ger-397	334	48	,	,	PUNCT
ger-397	334	49	and	and	CCONJ
ger-397	334	50	socioemotional	socioemotional	ADJ
ger-397	334	51	domains	domain	NOUN
ger-397	334	52	.	.	PUNCT
ger-397	335	1	2	2	X
ger-397	335	2	.	.	X
ger-397	335	3	for	for	ADP
ger-397	335	4	an	an	DET
ger-397	335	5	overview	overview	NOUN
ger-397	335	6	of	of	ADP
ger-397	335	7	scientific	scientific	ADJ
ger-397	335	8	evidence	evidence	NOUN
ger-397	335	9	around	around	ADP
ger-397	335	10	children	child	NOUN
ger-397	335	11	’s	’s	PART
ger-397	335	12	early	early	ADJ
ger-397	335	13	development	development	NOUN
ger-397	335	14	,	,	PUNCT
ger-397	335	15	see	see	VERB
ger-397	335	16	committee	committee	NOUN
ger-397	335	17	on	on	ADP
ger-397	335	18	integrating	integrate	VERB
ger-397	335	19	the	the	DET
ger-397	335	20	science	science	NOUN
ger-397	335	21	of	of	ADP
ger-397	335	22	early	early	ADJ
ger-397	335	23	childhood	childhood	NOUN
ger-397	335	24	development	development	NOUN
ger-397	335	25	(	(	PUNCT
ger-397	335	26	2000	2000	NUM
ger-397	335	27	)	)	PUNCT
ger-397	335	28	;	;	PUNCT
ger-397	335	29	and	and	CCONJ
ger-397	335	30	the	the	DET
ger-397	335	31	lancet	lancet	PROPN
ger-397	335	32	special	special	ADJ
ger-397	335	33	series	series	NOUN
ger-397	335	34	on	on	ADP
ger-397	335	35	early	early	ADJ
ger-397	335	36	childhood	childhood	NOUN
ger-397	335	37	development	development	NOUN
ger-397	335	38	in	in	ADP
ger-397	335	39	developing	develop	VERB
ger-397	335	40	countries	country	NOUN
ger-397	335	41	,	,	PUNCT
ger-397	335	42	2007	2007	NUM
ger-397	335	43	,	,	PUNCT
ger-397	335	44	2011	2011	NUM
ger-397	335	45	,	,	PUNCT
ger-397	335	46	and	and	CCONJ
ger-397	335	47	2016	2016	NUM
ger-397	335	48	.	.	PUNCT
ger-397	336	1	2007	2007	NUM
ger-397	336	2	:	:	PUNCT
ger-397	336	3	http://www.thelancet.com/series/childdevelopment-in-developing-countries	http://www.thelancet.com/series/childdevelopment-in-developing-countrie	NOUN
ger-397	336	4	;	;	PUNCT
ger-397	336	5	2011	2011	NUM
ger-397	336	6	:	:	PUNCT
ger-397	337	1	http://www.thelancet.com/series/childdevelopment-in-developing-countries-2	http://www.thelancet.com/series/childdevelopment-in-developing-countries-2	NOUN
ger-397	337	2	;	;	PUNCT
ger-397	337	3	2016	2016	NUM
ger-397	337	4	:	:	PUNCT
ger-397	337	5	http://www.thelancet.com/series/ecd2016	http://www.thelancet.com/series/ecd2016	PROPN
ger-397	337	6	3	3	NUM
ger-397	337	7	.	.	PUNCT
ger-397	337	8	low	low	ADJ
ger-397	337	9	-	-	PUNCT
ger-397	337	10	cost	cost	NOUN
ger-397	337	11	private	private	ADJ
ger-397	337	12	primary	primary	ADJ
ger-397	337	13	schools	school	NOUN
ger-397	337	14	and	and	CCONJ
ger-397	337	15	ecde	ecde	ADJ
ger-397	337	16	centers	center	NOUN
ger-397	337	17	in	in	ADP
ger-397	337	18	kenya	kenya	PROPN
ger-397	337	19	’s	’s	PART
ger-397	337	20	nonformal	nonformal	NOUN
ger-397	337	21	or	or	CCONJ
ger-397	337	22	slum	slum	NOUN
ger-397	337	23	settlements	settlement	NOUN
ger-397	337	24	are	be	AUX
ger-397	337	25	called	call	VERB
ger-397	337	26	alternative	alternative	ADJ
ger-397	337	27	provision	provision	NOUN
ger-397	337	28	of	of	ADP
ger-397	337	29	basic	basic	ADJ
ger-397	337	30	education	education	NOUN
ger-397	337	31	and	and	CCONJ
ger-397	337	32	training	training	NOUN
ger-397	337	33	(	(	PUNCT
ger-397	337	34	apbet	apbet	ADJ
ger-397	337	35	)	)	PUNCT
ger-397	337	36	institutions	institution	NOUN
ger-397	337	37	.	.	PUNCT
ger-397	338	1	4	4	X
ger-397	338	2	.	.	X
ger-397	338	3	the	the	DET
ger-397	338	4	research	research	NOUN
ger-397	338	5	team	team	NOUN
ger-397	338	6	was	be	AUX
ger-397	338	7	unable	unable	ADJ
ger-397	338	8	to	to	PART
ger-397	338	9	obtain	obtain	VERB
ger-397	338	10	expenditure	expenditure	NOUN
ger-397	338	11	data	datum	NOUN
ger-397	338	12	from	from	ADP
ger-397	338	13	nairobi	nairobi	PROPN
ger-397	338	14	county	county	PROPN
ger-397	338	15	.	.	PUNCT
ger-397	339	1	5	5	X
ger-397	339	2	.	.	X
ger-397	339	3	certificate	certificate	NOUN
ger-397	339	4	level	level	NOUN
ger-397	339	5	is	be	AUX
ger-397	339	6	the	the	DET
ger-397	339	7	lowest	low	ADJ
ger-397	339	8	professional	professional	ADJ
ger-397	339	9	certification	certification	NOUN
ger-397	339	10	for	for	ADP
ger-397	339	11	ecde	ecde	ADJ
ger-397	339	12	teachers	teacher	NOUN
ger-397	339	13	.	.	PUNCT
ger-397	340	1	after	after	ADP
ger-397	340	2	completing	complete	VERB
ger-397	340	3	a	a	DET
ger-397	340	4	certificate	certificate	NOUN
ger-397	340	5	,	,	PUNCT
ger-397	340	6	a	a	DET
ger-397	340	7	teacher	teacher	NOUN
ger-397	340	8	can	can	AUX
ger-397	340	9	attain	attain	VERB
ger-397	340	10	a	a	DET
ger-397	340	11	diploma	diploma	NOUN
ger-397	340	12	and	and	CCONJ
ger-397	340	13	move	move	VERB
ger-397	340	14	on	on	ADP
ger-397	340	15	to	to	ADP
ger-397	340	16	a	a	DET
ger-397	340	17	degree	degree	NOUN
ger-397	340	18	level	level	NOUN
ger-397	340	19	.	.	PUNCT
ger-397	341	1	author	author	NOUN
ger-397	341	2	note	note	VERB
ger-397	341	3	support	support	NOUN
ger-397	341	4	for	for	ADP
ger-397	341	5	this	this	DET
ger-397	341	6	research	research	NOUN
ger-397	341	7	was	be	AUX
ger-397	341	8	provided	provide	VERB
ger-397	341	9	by	by	ADP
ger-397	341	10	the	the	DET
ger-397	341	11	children	child	NOUN
ger-397	341	12	’s	’s	PART
ger-397	341	13	investment	investment	NOUN
ger-397	341	14	fund	fund	NOUN
ger-397	341	15	foundation	foundation	PROPN
ger-397	341	16	.	.	PUNCT
ger-397	342	1	references	reference	NOUN
ger-397	342	2	biersteker	biersteker	PROPN
ger-397	342	3	,	,	PUNCT
ger-397	342	4	l.	l.	PROPN
ger-397	342	5	(	(	PUNCT
ger-397	342	6	2010	2010	NUM
ger-397	342	7	)	)	PUNCT
ger-397	342	8	.	.	PUNCT
ger-397	343	1	scaling	scale	VERB
ger-397	343	2	-	-	PUNCT
ger-397	343	3	up	up	ADP
ger-397	343	4	early	early	ADJ
ger-397	343	5	child	child	NOUN
ger-397	343	6	development	development	NOUN
ger-397	343	7	in	in	ADP
ger-397	343	8	south	south	PROPN
ger-397	343	9	africa	africa	PROPN
ger-397	343	10	:	:	PUNCT
ger-397	343	11	introducing	introduce	VERB
ger-397	343	12	a	a	DET
ger-397	343	13	reception	reception	NOUN
ger-397	343	14	year	year	NOUN
ger-397	343	15	(	(	PUNCT
ger-397	343	16	grade	grade	NOUN
ger-397	343	17	r	r	NOUN
ger-397	343	18	)	)	PUNCT
ger-397	343	19	for	for	ADP
ger-397	343	20	children	child	NOUN
ger-397	343	21	aged	age	VERB
ger-397	343	22	five	five	NUM
ger-397	343	23	years	year	NOUN
ger-397	343	24	as	as	ADP
ger-397	343	25	the	the	DET
ger-397	343	26	first	first	ADJ
ger-397	343	27	year	year	NOUN
ger-397	343	28	of	of	ADP
ger-397	343	29	schooling	schooling	NOUN
ger-397	343	30	.	.	PUNCT
ger-397	344	1	washington	washington	PROPN
ger-397	344	2	,	,	PUNCT
ger-397	344	3	dc	dc	PROPN
ger-397	344	4	:	:	PUNCT
ger-397	344	5	wolfenson	wolfenson	NOUN
ger-397	344	6	center	center	NOUN
ger-397	344	7	for	for	ADP
ger-397	344	8	development	development	NOUN
ger-397	344	9	at	at	ADP
ger-397	344	10	brookings	brookings	PROPN
ger-397	344	11	.	.	PUNCT
ger-397	345	1	black	black	ADJ
ger-397	345	2	,	,	PUNCT
ger-397	345	3	m.	m.	NOUN
ger-397	345	4	m.	m.	NOUN
ger-397	345	5	,	,	PUNCT
ger-397	345	6	walker	walker	PROPN
ger-397	345	7	,	,	PUNCT
ger-397	345	8	s.	s.	PROPN
ger-397	345	9	p.	p.	PROPN
ger-397	345	10	,	,	PUNCT
ger-397	345	11	fernald	fernald	PROPN
ger-397	345	12	,	,	PUNCT
ger-397	345	13	l.	l.	PROPN
ger-397	345	14	c.	c.	PROPN
ger-397	345	15	h.	h.	PROPN
ger-397	345	16	,	,	PUNCT
ger-397	345	17	andersen	andersen	PROPN
ger-397	345	18	,	,	PUNCT
ger-397	345	19	c.	c.	PROPN
ger-397	345	20	t.	t.	PROPN
ger-397	345	21	,	,	PUNCT
ger-397	345	22	digirolamo	digirolamo	PROPN
ger-397	345	23	,	,	PUNCT
ger-397	345	24	a.	a.	NOUN
ger-397	345	25	m.	m.	NOUN
ger-397	345	26	,	,	PUNCT
ger-397	345	27	lu	lu	PROPN
ger-397	345	28	,	,	PUNCT
ger-397	345	29	c.	c.	PROPN
ger-397	345	30	,	,	PUNCT
ger-397	345	31	.	.	PUNCT
ger-397	345	32	.	.	PUNCT
ger-397	345	33	.	.	PUNCT
ger-397	346	1	the	the	DET
ger-397	346	2	lancet	lancet	PROPN
ger-397	346	3	early	early	PROPN
ger-397	346	4	childhood	childhood	PROPN
ger-397	346	5	development	development	PROPN
ger-397	346	6	series	series	PROPN
ger-397	346	7	steering	steering	NOUN
ger-397	346	8	committee	committee	NOUN
ger-397	346	9	.	.	PUNCT
ger-397	347	1	(	(	PUNCT
ger-397	347	2	2017	2017	NUM
ger-397	347	3	)	)	PUNCT
ger-397	347	4	.	.	PUNCT
ger-397	348	1	early	early	ADJ
ger-397	348	2	childhood	childhood	NOUN
ger-397	348	3	development	development	NOUN
ger-397	348	4	coming	come	VERB
ger-397	348	5	of	of	ADP
ger-397	348	6	age	age	NOUN
ger-397	348	7	:	:	PUNCT
ger-397	348	8	science	science	NOUN
ger-397	348	9	through	through	ADP
ger-397	348	10	the	the	DET
ger-397	348	11	life	life	NOUN
ger-397	348	12	course	course	NOUN
ger-397	348	13	.	.	PUNCT
ger-397	349	1	lancet	lancet	PROPN
ger-397	349	2	,	,	PUNCT
ger-397	349	3	389(10064	389(10064	NOUN
ger-397	349	4	)	)	PUNCT
ger-397	349	5	,	,	PUNCT
ger-397	349	6	77–90	77–90	NUM
ger-397	349	7	.	.	PUNCT
ger-397	350	1	https://doi.org/10.1016/s01406736(16)31389-7	https://doi.org/10.1016/s01406736(16)31389-7	PROPN
ger-397	350	2	committee	committee	NOUN
ger-397	350	3	on	on	ADP
ger-397	350	4	integrating	integrate	VERB
ger-397	350	5	the	the	DET
ger-397	350	6	science	science	NOUN
ger-397	350	7	of	of	ADP
ger-397	350	8	early	early	ADJ
ger-397	350	9	childhood	childhood	NOUN
ger-397	350	10	development	development	NOUN
ger-397	350	11	(	(	PUNCT
ger-397	350	12	j.	j.	PROPN
ger-397	350	13	p.	p.	PROPN
ger-397	350	14	shonkoff	shonkoff	PROPN
ger-397	350	15	&	&	CCONJ
ger-397	350	16	d.	d.	PROPN
ger-397	350	17	a.	a.	PROPN
ger-397	350	18	phillips	phillips	PROPN
ger-397	350	19	,	,	PUNCT
ger-397	350	20	eds	ed	NOUN
ger-397	350	21	.	.	PUNCT
ger-397	350	22	)	)	PUNCT
ger-397	350	23	.	.	PUNCT
ger-397	351	1	(	(	PUNCT
ger-397	351	2	2000	2000	NUM
ger-397	351	3	)	)	PUNCT
ger-397	351	4	.	.	PUNCT
ger-397	352	1	from	from	ADP
ger-397	352	2	neurons	neuron	NOUN
ger-397	352	3	to	to	ADP
ger-397	352	4	neighborhoods	neighborhood	NOUN
ger-397	352	5	:	:	PUNCT
ger-397	352	6	the	the	DET
ger-397	352	7	science	science	NOUN
ger-397	352	8	of	of	ADP
ger-397	352	9	early	early	ADJ
ger-397	352	10	childhood	childhood	NOUN
ger-397	352	11	development	development	NOUN
ger-397	352	12	.	.	PUNCT
ger-397	353	1	washington	washington	PROPN
ger-397	353	2	,	,	PUNCT
ger-397	353	3	dc	dc	PROPN
ger-397	353	4	:	:	PUNCT
ger-397	353	5	national	national	PROPN
ger-397	353	6	academy	academy	PROPN
ger-397	353	7	press	press	PROPN
ger-397	353	8	.	.	PUNCT
ger-397	354	1	department	department	NOUN
ger-397	354	2	of	of	ADP
ger-397	354	3	planning	planning	NOUN
ger-397	354	4	,	,	PUNCT
ger-397	354	5	monitoring	monitoring	NOUN
ger-397	354	6	and	and	CCONJ
ger-397	354	7	evaluation	evaluation	NOUN
ger-397	354	8	(	(	PUNCT
ger-397	354	9	dpme	dpme	PROPN
ger-397	354	10	)	)	PUNCT
ger-397	354	11	,	,	PUNCT
ger-397	354	12	republic	republic	NOUN
ger-397	354	13	of	of	ADP
ger-397	354	14	south	south	PROPN
ger-397	354	15	africa	africa	PROPN
ger-397	354	16	(	(	PUNCT
ger-397	354	17	2014	2014	NUM
ger-397	354	18	)	)	PUNCT
ger-397	354	19	.	.	PUNCT
ger-397	355	1	development	development	NOUN
ger-397	355	2	indicators	indicator	NOUN
ger-397	355	3	2014	2014	NUM
ger-397	355	4	.	.	PUNCT
ger-397	356	1	pretoria	pretoria	PROPN
ger-397	356	2	:	:	PUNCT
ger-397	356	3	dpme	dpme	PROPN
ger-397	356	4	.	.	PUNCT
ger-397	357	1	http://www.dpme.gov.za/news/documents/devel	http://www.dpme.gov.za/news/documents/devel	PROPN
ger-397	357	2	opment%20indicators1%202014%20for%20	opment%20indicators1%202014%20for%20	PROPN
ger-397	357	3	web.pdf	web.pdf	PROPN
ger-397	357	4	duncan	duncan	PROPN
ger-397	357	5	,	,	PUNCT
ger-397	357	6	g.	g.	PROPN
ger-397	357	7	j.	j.	PROPN
ger-397	357	8	,	,	PUNCT
ger-397	357	9	dowsett	dowsett	PROPN
ger-397	357	10	,	,	PUNCT
ger-397	357	11	c.	c.	PROPN
ger-397	357	12	j.	j.	PROPN
ger-397	357	13	,	,	PUNCT
ger-397	357	14	claessens	claessen	NOUN
ger-397	357	15	,	,	PUNCT
ger-397	357	16	a.	a.	NOUN
ger-397	357	17	,	,	PUNCT
ger-397	357	18	magnuson	magnuson	PROPN
ger-397	357	19	,	,	PUNCT
ger-397	357	20	k.	k.	PROPN
ger-397	357	21	,	,	PUNCT
ger-397	357	22	huston	huston	PROPN
ger-397	357	23	,	,	PUNCT
ger-397	357	24	a.	a.	PROPN
ger-397	357	25	c.	c.	PROPN
ger-397	357	26	,	,	PUNCT
ger-397	357	27	klebanov	klebanov	PROPN
ger-397	357	28	,	,	PUNCT
ger-397	357	29	p.	p.	NOUN
ger-397	357	30	,	,	PUNCT
ger-397	357	31	.	.	PUNCT
ger-397	357	32	.	.	PUNCT
ger-397	357	33	.	.	PUNCT
ger-397	358	1	japel	japel	PROPN
ger-397	358	2	,	,	PUNCT
ger-397	358	3	c.	c.	PROPN
ger-397	358	4	(	(	PUNCT
ger-397	358	5	2007	2007	NUM
ger-397	358	6	)	)	PUNCT
ger-397	358	7	.	.	PUNCT
ger-397	359	1	school	school	NOUN
ger-397	359	2	readiness	readiness	NOUN
ger-397	359	3	and	and	CCONJ
ger-397	359	4	later	later	ADJ
ger-397	359	5	achievement	achievement	NOUN
ger-397	359	6	.	.	PUNCT
ger-397	360	1	developmental	developmental	ADJ
ger-397	360	2	psychology	psychology	NOUN
ger-397	360	3	,	,	PUNCT
ger-397	360	4	43(6	43(6	NOUN
ger-397	360	5	)	)	PUNCT
ger-397	360	6	,	,	PUNCT
ger-397	360	7	1428–1446	1428–1446	NUM
ger-397	360	8	.	.	PUNCT
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ger-397	361	3	,	,	PUNCT
ger-397	361	4	p.	p.	PROPN
ger-397	361	5	l.	l.	PROPN
ger-397	361	6	,	,	PUNCT
ger-397	361	7	fernald	fernald	PROPN
ger-397	361	8	,	,	PUNCT
ger-397	361	9	l.	l.	PROPN
ger-397	361	10	c.	c.	PROPN
ger-397	361	11	,	,	PUNCT
ger-397	361	12	alderman	alderman	NOUN
ger-397	361	13	,	,	PUNCT
ger-397	361	14	h.	h.	PROPN
ger-397	361	15	,	,	PUNCT
ger-397	361	16	behrman	behrman	PROPN
ger-397	361	17	,	,	PUNCT
ger-397	361	18	j.	j.	PROPN
ger-397	361	19	,	,	PUNCT
ger-397	361	20	o’gara	o’gara	PROPN
ger-397	361	21	,	,	PUNCT
ger-397	361	22	c.	c.	PROPN
ger-397	361	23	,	,	PUNCT
ger-397	361	24	yousafzai	yousafzai	PROPN
ger-397	361	25	,	,	PUNCT
ger-397	361	26	a.	a.	NOUN
ger-397	361	27	,	,	PUNCT
ger-397	361	28	.	.	PUNCT
ger-397	361	29	.	.	PUNCT
ger-397	361	30	.	.	PUNCT
ger-397	362	1	iltus	iltus	PROPN
ger-397	362	2	,	,	PUNCT
ger-397	362	3	s.	s.	PROPN
ger-397	362	4	,	,	PUNCT
ger-397	362	5	&	&	CCONJ
ger-397	362	6	the	the	DET
ger-397	362	7	global	global	ADJ
ger-397	362	8	child	child	PROPN
ger-397	362	9	development	development	NOUN
ger-397	362	10	steering	steering	NOUN
ger-397	362	11	group	group	NOUN
ger-397	362	12	.	.	PUNCT
ger-397	363	1	(	(	PUNCT
ger-397	363	2	2011	2011	NUM
ger-397	363	3	)	)	PUNCT
ger-397	363	4	.	.	PUNCT
ger-397	364	1	strategies	strategy	NOUN
ger-397	364	2	for	for	ADP
ger-397	364	3	reducing	reduce	VERB
ger-397	364	4	inequalities	inequality	NOUN
ger-397	364	5	and	and	CCONJ
ger-397	364	6	improving	improve	VERB
ger-397	364	7	developmental	developmental	ADJ
ger-397	364	8	outcomes	outcome	NOUN
ger-397	364	9	for	for	ADP
ger-397	364	10	young	young	ADJ
ger-397	364	11	children	child	NOUN
ger-397	364	12	in	in	ADP
ger-397	364	13	lowincome	lowincome	NOUN
ger-397	364	14	and	and	CCONJ
ger-397	364	15	middle	middle	ADJ
ger-397	364	16	-	-	PUNCT
ger-397	364	17	income	income	NOUN
ger-397	364	18	countries	country	NOUN
ger-397	364	19	.	.	PUNCT
ger-397	365	1	lancet	lancet	PROPN
ger-397	365	2	,	,	PUNCT
ger-397	365	3	378(9799	378(9799	NUM
ger-397	365	4	)	)	PUNCT
ger-397	365	5	,	,	PUNCT
ger-397	365	6	1339–1353	1339–1353	NUM
ger-397	365	7	.	.	PUNCT
ger-397	366	1	https://doi.org/10.1016/s0140-6736(11)60889-1	https://doi.org/10.1016/s0140-6736(11)60889-1	PROPN
ger-397	366	2	federal	federal	PROPN
ger-397	366	3	democratic	democratic	PROPN
ger-397	366	4	republic	republic	PROPN
ger-397	366	5	of	of	ADP
ger-397	366	6	ethiopia	ethiopia	PROPN
ger-397	366	7	.	.	PUNCT
ger-397	367	1	(	(	PUNCT
ger-397	367	2	1994	1994	NUM
ger-397	367	3	)	)	PUNCT
ger-397	367	4	.	.	PUNCT
ger-397	368	1	education	education	NOUN
ger-397	368	2	and	and	CCONJ
ger-397	368	3	training	training	NOUN
ger-397	368	4	policy	policy	NOUN
ger-397	368	5	.	.	PUNCT
ger-397	369	1	addis	addis	PROPN
ger-397	369	2	ababa	ababa	PROPN
ger-397	369	3	:	:	PUNCT
ger-397	369	4	st	st	PROPN
ger-397	369	5	george	george	PROPN
ger-397	369	6	press	press	PROPN
ger-397	369	7	.	.	PUNCT
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ger-397	370	2	docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d	docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d	PROPN
ger-397	370	3	.	.	PUNCT
ger-397	371	1	pdf	pdf	PROPN
ger-397	371	2	federal	federal	PROPN
ger-397	371	3	democratic	democratic	PROPN
ger-397	371	4	republic	republic	PROPN
ger-397	371	5	of	of	ADP
ger-397	371	6	ethiopia	ethiopia	PROPN
ger-397	371	7	.	.	PUNCT
ger-397	372	1	(	(	PUNCT
ger-397	372	2	2013	2013	NUM
ger-397	372	3	)	)	PUNCT
ger-397	372	4	.	.	PUNCT
ger-397	373	1	ethiopian	ethiopian	ADJ
ger-397	373	2	4th	4th	ADJ
ger-397	373	3	national	national	ADJ
ger-397	373	4	learning	learn	VERB
ger-397	373	5	assessment	assessment	NOUN
ger-397	373	6	of	of	ADP
ger-397	373	7	grades	grade	NOUN
ger-397	373	8	4	4	NUM
ger-397	373	9	and	and	CCONJ
ger-397	373	10	8	8	NUM
ger-397	373	11	pupils	pupil	NOUN
ger-397	373	12	:	:	PUNCT
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ger-397	373	15	report	report	NOUN
ger-397	373	16	.	.	PUNCT
ger-397	374	1	addis	addis	PROPN
ger-397	374	2	ababa	ababa	PROPN
ger-397	374	3	:	:	PUNCT
ger-397	374	4	national	national	ADJ
ger-397	374	5	educational	educational	ADJ
ger-397	374	6	assessment	assessment	NOUN
ger-397	374	7	and	and	CCONJ
ger-397	374	8	examinations	examination	NOUN
ger-397	374	9	agency	agency	NOUN
ger-397	374	10	(	(	PUNCT
ger-397	374	11	neaea	neaea	PROPN
ger-397	374	12	)	)	PUNCT
ger-397	374	13	.	.	PUNCT
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ger-397	375	5	http://www.thelancet.com/series/ecd2016	http://www.thelancet.com/series/ecd2016	PROPN
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ger-397	375	7	https://doi.org/10.1016/s0140-6736(16)31389-7	https://doi.org/10.1016/s0140-6736(16)31389-7	PROPN
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ger-397	375	10	http://www.dpme.gov.za/news/documents/development%20indicators1%202014%20for%20web.pdf	http://www.dpme.gov.za/news/documents/development%20indicators1%202014%20for%20web.pdf	PROPN
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ger-397	375	12	https://doi.org/10.1037/0012-1649.43.6.1428	https://doi.org/10.1037/0012-1649.43.6.1428	PROPN
ger-397	376	1	https://doi.org/10.1016/s0140-6736(11)60889-1	https://doi.org/10.1016/s0140-6736(11)60889-1	PROPN
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ger-397	376	3	http://www.unesco.org/education/edurights/media/docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d.pdf	http://www.unesco.org/education/edurights/media/docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d.pdf	X
ger-397	376	4	http://www.unesco.org/education/edurights/media/docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d.pdf	http://www.unesco.org/education/edurights/media/docs/8bee116313a86cc53420f01a7fa052bd5e40bf3d.pdf	PRON
ger-397	376	5	scaling	scale	VERB
ger-397	376	6	up	up	ADP
ger-397	376	7	early	early	ADJ
ger-397	376	8	childhood	childhood	NOUN
ger-397	376	9	development	development	NOUN
ger-397	376	10	and	and	CCONJ
ger-397	376	11	education	education	NOUN
ger-397	376	12	67	67	NUM
ger-397	376	13	federal	federal	PROPN
ger-397	376	14	ministry	ministry	PROPN
ger-397	376	15	of	of	ADP
ger-397	376	16	education	education	PROPN
ger-397	376	17	,	,	PUNCT
ger-397	376	18	ethiopia	ethiopia	PROPN
ger-397	376	19	.	.	PUNCT
ger-397	377	1	(	(	PUNCT
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ger-397	377	3	)	)	PUNCT
ger-397	377	4	.	.	PUNCT
ger-397	378	1	education	education	NOUN
ger-397	378	2	sector	sector	NOUN
ger-397	378	3	development	development	NOUN
ger-397	378	4	programme	programme	PROPN
ger-397	378	5	v	v	NOUN
ger-397	378	6	(	(	PUNCT
ger-397	378	7	esdp	esdp	NOUN
ger-397	378	8	v	v	NOUN
ger-397	378	9	)	)	PUNCT
ger-397	378	10	.	.	PUNCT
ger-397	379	1	programme	programme	NOUN
ger-397	379	2	action	action	NOUN
ger-397	379	3	plan	plan	NOUN
ger-397	379	4	.	.	PUNCT
ger-397	380	1	addis	addis	PROPN
ger-397	380	2	ababa	ababa	PROPN
ger-397	380	3	:	:	PUNCT
ger-397	380	4	federal	federal	PROPN
ger-397	380	5	ministry	ministry	PROPN
ger-397	380	6	of	of	ADP
ger-397	380	7	education	education	NOUN
ger-397	380	8	.	.	PUNCT
ger-397	381	1	http://www.cmpethiopia.org/content/download/226	http://www.cmpethiopia.org/content/download/226	PROPN
ger-397	381	2	7/9609	7/9609	NUM
ger-397	381	3	/	/	SYM
ger-397	381	4	file	file	NOUN
ger-397	381	5	/	/	SYM
ger-397	381	6	esdp%20v%20final.pdf	esdp%20v%20final.pdf	NOUN
ger-397	381	7	feng	feng	PROPN
ger-397	381	8	,	,	PUNCT
ger-397	381	9	x.	x.	NOUN
ger-397	381	10	(	(	PUNCT
ger-397	381	11	2017	2017	NUM
ger-397	381	12	)	)	PUNCT
ger-397	381	13	.	.	PUNCT
ger-397	382	1	an	an	DET
ger-397	382	2	overview	overview	NOUN
ger-397	382	3	of	of	ADP
ger-397	382	4	early	early	ADJ
ger-397	382	5	childhood	childhood	NOUN
ger-397	382	6	education	education	NOUN
ger-397	382	7	in	in	ADP
ger-397	382	8	the	the	DET
ger-397	382	9	people	people	NOUN
ger-397	382	10	’s	’s	PART
ger-397	382	11	republic	republic	NOUN
ger-397	382	12	of	of	ADP
ger-397	382	13	china	china	PROPN
ger-397	382	14	.	.	PUNCT
ger-397	383	1	in	in	ADP
ger-397	383	2	n.	n.	PROPN
ger-397	383	3	rao	rao	PROPN
ger-397	383	4	,	,	PUNCT
ger-397	383	5	j.	j.	PROPN
ger-397	383	6	zhou	zhou	PROPN
ger-397	383	7	,	,	PUNCT
ger-397	383	8	&	&	CCONJ
ger-397	383	9	j.	j.	PROPN
ger-397	383	10	sun	sun	PROPN
ger-397	383	11	(	(	PUNCT
ger-397	383	12	eds	eds	PROPN
ger-397	383	13	.	.	PUNCT
ger-397	383	14	)	)	PUNCT
ger-397	383	15	,	,	PUNCT
ger-397	383	16	early	early	ADJ
ger-397	383	17	childhood	childhood	NOUN
ger-397	383	18	education	education	NOUN
ger-397	383	19	in	in	ADP
ger-397	383	20	chinese	chinese	ADJ
ger-397	383	21	societies	society	NOUN
ger-397	383	22	(	(	PUNCT
ger-397	383	23	pp	pp	ADV
ger-397	383	24	.	.	PUNCT
ger-397	383	25	55–70	55–70	NUM
ger-397	383	26	)	)	PUNCT
ger-397	383	27	(	(	PUNCT
ger-397	383	28	vol	vol	NOUN
ger-397	383	29	.	.	PROPN
ger-397	383	30	19	19	NUM
ger-397	383	31	)	)	PUNCT
ger-397	383	32	.	.	PUNCT
ger-397	384	1	series	series	NOUN
ger-397	384	2	:	:	PUNCT
ger-397	384	3	international	international	ADJ
ger-397	384	4	perspectives	perspective	NOUN
ger-397	384	5	on	on	ADP
ger-397	384	6	early	early	ADJ
ger-397	384	7	childhood	childhood	NOUN
ger-397	384	8	education	education	NOUN
ger-397	384	9	and	and	CCONJ
ger-397	384	10	development	development	NOUN
ger-397	384	11	.	.	PUNCT
ger-397	385	1	https://doi.org/10.1007/978-94-0241004-4_4	https://doi.org/10.1007/978-94-0241004-4_4	PROPN
ger-397	385	2	garcia	garcia	PROPN
ger-397	385	3	,	,	PUNCT
ger-397	385	4	m.	m.	PROPN
ger-397	385	5	h.	h.	PROPN
ger-397	385	6	,	,	PUNCT
ger-397	385	7	pence	pence	PROPN
ger-397	385	8	,	,	PUNCT
ger-397	385	9	a.	a.	NOUN
ger-397	385	10	,	,	PUNCT
ger-397	385	11	&	&	CCONJ
ger-397	385	12	evans	evans	PROPN
ger-397	385	13	,	,	PUNCT
ger-397	385	14	j.	j.	PROPN
ger-397	385	15	(	(	PUNCT
ger-397	385	16	eds	eds	PROPN
ger-397	385	17	.	.	PUNCT
ger-397	385	18	)	)	PUNCT
ger-397	385	19	.	.	PUNCT
ger-397	386	1	(	(	PUNCT
ger-397	386	2	2008	2008	NUM
ger-397	386	3	)	)	PUNCT
ger-397	386	4	.	.	PUNCT
ger-397	387	1	africa	africa	PROPN
ger-397	387	2	’s	’s	PART
ger-397	387	3	future	future	PROPN
ger-397	387	4	,	,	PUNCT
ger-397	387	5	africa	africa	PROPN
ger-397	387	6	’s	’s	PART
ger-397	387	7	challenge	challenge	NOUN
ger-397	387	8	:	:	PUNCT
ger-397	387	9	early	early	ADJ
ger-397	387	10	childhood	childhood	NOUN
ger-397	387	11	care	care	NOUN
ger-397	387	12	and	and	CCONJ
ger-397	387	13	development	development	NOUN
ger-397	387	14	in	in	ADP
ger-397	387	15	sub	sub	ADJ
ger-397	387	16	-	-	ADJ
ger-397	387	17	saharan	saharan	ADJ
ger-397	387	18	africa	africa	PROPN
ger-397	387	19	.	.	PUNCT
ger-397	388	1	washington	washington	PROPN
ger-397	388	2	,	,	PUNCT
ger-397	388	3	dc	dc	PROPN
ger-397	388	4	:	:	PUNCT
ger-397	388	5	world	world	PROPN
ger-397	388	6	bank	bank	PROPN
ger-397	388	7	group	group	NOUN
ger-397	388	8	.	.	PUNCT
ger-397	389	1	https://doi.org/10.1596/978-0-8213-6886-2	https://doi.org/10.1596/978-0-8213-6886-2	PROPN
ger-397	389	2	heckman	heckman	PROPN
ger-397	389	3	,	,	PUNCT
ger-397	389	4	j.	j.	PROPN
ger-397	389	5	j.	j.	PROPN
ger-397	389	6	(	(	PUNCT
ger-397	389	7	2006	2006	NUM
ger-397	389	8	)	)	PUNCT
ger-397	389	9	.	.	PUNCT
ger-397	390	1	skill	skill	NOUN
ger-397	390	2	formation	formation	NOUN
ger-397	390	3	and	and	CCONJ
ger-397	390	4	the	the	DET
ger-397	390	5	economics	economic	NOUN
ger-397	390	6	of	of	ADP
ger-397	390	7	investing	invest	VERB
ger-397	390	8	in	in	ADP
ger-397	390	9	disadvantaged	disadvantaged	ADJ
ger-397	390	10	children	child	NOUN
ger-397	390	11	.	.	PUNCT
ger-397	391	1	science	science	NOUN
ger-397	391	2	,	,	PUNCT
ger-397	391	3	312(5782	312(5782	NUM
ger-397	391	4	)	)	PUNCT
ger-397	391	5	,	,	PUNCT
ger-397	391	6	1900–1902	1900–1902	NUM
ger-397	391	7	.	.	PROPN
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ger-397	391	9	macharia	macharia	PROPN
ger-397	391	10	,	,	PUNCT
ger-397	391	11	d.	d.	PROPN
ger-397	391	12	(	(	PUNCT
ger-397	391	13	2016	2016	NUM
ger-397	391	14	,	,	PUNCT
ger-397	391	15	february	february	PROPN
ger-397	391	16	23	23	NUM
ger-397	391	17	)	)	PUNCT
ger-397	391	18	.	.	PUNCT
ger-397	392	1	court	court	NOUN
ger-397	392	2	case	case	NOUN
ger-397	392	3	hindering	hinder	VERB
ger-397	392	4	me	i	PRON
ger-397	392	5	from	from	ADP
ger-397	392	6	paying	pay	VERB
ger-397	392	7	ecd	ecd	PROPN
ger-397	392	8	teachers	teacher	NOUN
ger-397	392	9	,	,	PUNCT
ger-397	392	10	says	say	VERB
ger-397	392	11	governor	governor	NOUN
ger-397	392	12	[	[	X
ger-397	392	13	laikipia	laikipia	PROPN
ger-397	392	14	,	,	PUNCT
ger-397	392	15	kenya	kenya	PROPN
ger-397	392	16	]	]	PUNCT
ger-397	392	17	.	.	PUNCT
ger-397	393	1	daily	daily	ADJ
ger-397	393	2	nation	nation	NOUN
ger-397	393	3	.	.	PUNCT
ger-397	394	1	http://www.nation.co.ke/counties/court-casehindering-me-to-pay-ecd-teachers--saysgovernor/1107872-3089324-bmij73/index.html	http://www.nation.co.ke/counties/court-casehindering-me-to-pay-ecd-teachers--saysgovernor/1107872-3089324-bmij73/index.html	PROPN
ger-397	394	2	mangwaya	mangwaya	PROPN
ger-397	394	3	,	,	PUNCT
ger-397	394	4	e.	e.	PROPN
ger-397	394	5	,	,	PUNCT
ger-397	394	6	blignaut	blignaut	PROPN
ger-397	394	7	,	,	PUNCT
ger-397	394	8	s.	s.	PROPN
ger-397	394	9	,	,	PUNCT
ger-397	394	10	&	&	CCONJ
ger-397	394	11	pillay	pillay	PROPN
ger-397	394	12	,	,	PUNCT
ger-397	394	13	s.	s.	PROPN
ger-397	394	14	k.	k.	PROPN
ger-397	394	15	(	(	PUNCT
ger-397	394	16	2016	2016	NUM
ger-397	394	17	)	)	PUNCT
ger-397	394	18	.	.	PUNCT
ger-397	395	1	the	the	DET
ger-397	395	2	readiness	readiness	NOUN
ger-397	395	3	of	of	ADP
ger-397	395	4	schools	school	NOUN
ger-397	395	5	in	in	ADP
ger-397	395	6	zimbabwe	zimbabwe	NOUN
ger-397	395	7	for	for	ADP
ger-397	395	8	the	the	DET
ger-397	395	9	implementation	implementation	NOUN
ger-397	395	10	of	of	ADP
ger-397	395	11	early	early	ADJ
ger-397	395	12	childhood	childhood	NOUN
ger-397	395	13	education	education	NOUN
ger-397	395	14	.	.	PUNCT
ger-397	396	1	south	south	ADJ
ger-397	396	2	african	african	ADJ
ger-397	396	3	journal	journal	PROPN
ger-397	396	4	of	of	ADP
ger-397	396	5	education	education	NOUN
ger-397	396	6	,	,	PUNCT
ger-397	396	7	36(1	36(1	NUM
ger-397	396	8	)	)	PUNCT
ger-397	396	9	,	,	PUNCT
ger-397	396	10	1–8	1–8	X
ger-397	396	11	.	.	PUNCT
ger-397	396	12	https://doi.org/10.15700/saje.v36n1a792	https://doi.org/10.15700/saje.v36n1a792	PROPN
ger-397	396	13	mccoy	mccoy	PROPN
ger-397	396	14	,	,	PUNCT
ger-397	396	15	d.	d.	PROPN
ger-397	396	16	c.	c.	PROPN
ger-397	396	17	,	,	PUNCT
ger-397	396	18	zuilkowski	zuilkowski	PROPN
ger-397	396	19	,	,	PUNCT
ger-397	396	20	s.	s.	PROPN
ger-397	396	21	s.	s.	PROPN
ger-397	396	22	,	,	PUNCT
ger-397	396	23	yoshikawa	yoshikawa	PROPN
ger-397	396	24	,	,	PUNCT
ger-397	396	25	h.	h.	PROPN
ger-397	396	26	,	,	PUNCT
ger-397	396	27	&	&	CCONJ
ger-397	396	28	fink	fink	PROPN
ger-397	396	29	,	,	PUNCT
ger-397	396	30	g.	g.	PROPN
ger-397	396	31	(	(	PUNCT
ger-397	396	32	2017	2017	NUM
ger-397	396	33	)	)	PUNCT
ger-397	396	34	.	.	PUNCT
ger-397	397	1	early	early	ADJ
ger-397	397	2	childhood	childhood	NOUN
ger-397	397	3	care	care	NOUN
ger-397	397	4	and	and	CCONJ
ger-397	397	5	education	education	NOUN
ger-397	397	6	and	and	CCONJ
ger-397	397	7	school	school	NOUN
ger-397	397	8	readiness	readiness	NOUN
ger-397	397	9	in	in	ADP
ger-397	397	10	zambia	zambia	PROPN
ger-397	397	11	.	.	PUNCT
ger-397	397	12	journal	journal	PROPN
ger-397	397	13	of	of	ADP
ger-397	397	14	research	research	NOUN
ger-397	397	15	on	on	ADP
ger-397	397	16	educational	educational	ADJ
ger-397	397	17	effectiveness	effectiveness	NOUN
ger-397	397	18	,	,	PUNCT
ger-397	397	19	10(3	10(3	NUM
ger-397	397	20	)	)	PUNCT
ger-397	397	21	,	,	PUNCT
ger-397	397	22	482–506	482–506	NUM
ger-397	397	23	.	.	PUNCT
ger-397	398	1	https://doi.org/10.1080/19345747.2016.1250850	https://doi.org/10.1080/19345747.2016.1250850	PROPN
ger-397	398	2	ministry	ministry	PROPN
ger-397	398	3	of	of	ADP
ger-397	398	4	education	education	PROPN
ger-397	398	5	,	,	PUNCT
ger-397	398	6	republic	republic	NOUN
ger-397	398	7	of	of	ADP
ger-397	398	8	kenya	kenya	PROPN
ger-397	398	9	.	.	PUNCT
ger-397	399	1	(	(	PUNCT
ger-397	399	2	2014	2014	NUM
ger-397	399	3	)	)	PUNCT
ger-397	399	4	.	.	PUNCT
ger-397	400	1	basic	basic	ADJ
ger-397	400	2	education	education	NOUN
ger-397	400	3	statistics	statistic	NOUN
ger-397	400	4	booklet	booklet	NOUN
ger-397	400	5	.	.	PUNCT
ger-397	401	1	nairobi	nairobi	PROPN
ger-397	401	2	:	:	PUNCT
ger-397	401	3	unicef	unicef	PROPN
ger-397	401	4	.	.	PUNCT
ger-397	402	1	ministry	ministry	PROPN
ger-397	402	2	of	of	ADP
ger-397	402	3	education	education	PROPN
ger-397	402	4	,	,	PUNCT
ger-397	402	5	republic	republic	NOUN
ger-397	402	6	of	of	ADP
ger-397	402	7	kenya	kenya	PROPN
ger-397	402	8	.	.	PUNCT
ger-397	403	1	(	(	PUNCT
ger-397	403	2	2017	2017	NUM
ger-397	403	3	)	)	PUNCT
ger-397	403	4	.	.	PUNCT
ger-397	404	1	draft	draft	NOUN
ger-397	404	2	kenya	kenya	NOUN
ger-397	404	3	integrated	integrate	VERB
ger-397	404	4	ecd	ecd	PROPN
ger-397	404	5	policy	policy	NOUN
ger-397	404	6	framework	framework	NOUN
ger-397	404	7	.	.	PUNCT
ger-397	405	1	nairobi	nairobi	PROPN
ger-397	405	2	:	:	PUNCT
ger-397	405	3	ministry	ministry	PROPN
ger-397	405	4	of	of	ADP
ger-397	405	5	education	education	PROPN
ger-397	405	6	.	.	PUNCT
ger-397	406	1	unpublished	unpublished	ADJ
ger-397	406	2	document	document	NOUN
ger-397	406	3	.	.	PUNCT
ger-397	407	1	piper	piper	NOUN
ger-397	407	2	,	,	PUNCT
ger-397	407	3	b.	b.	PROPN
ger-397	407	4	(	(	PUNCT
ger-397	407	5	2009	2009	NUM
ger-397	407	6	)	)	PUNCT
ger-397	407	7	.	.	PUNCT
ger-397	408	1	impact	impact	NOUN
ger-397	408	2	study	study	NOUN
ger-397	408	3	of	of	ADP
ger-397	408	4	smrs	smrs	NOUN
ger-397	408	5	using	use	VERB
ger-397	408	6	early	early	ADJ
ger-397	408	7	grade	grade	NOUN
ger-397	408	8	reading	reading	NOUN
ger-397	408	9	assessment	assessment	NOUN
ger-397	408	10	in	in	ADP
ger-397	408	11	three	three	NUM
ger-397	408	12	provinces	province	NOUN
ger-397	408	13	in	in	ADP
ger-397	408	14	south	south	PROPN
ger-397	408	15	africa	africa	PROPN
ger-397	409	1	[	[	X
ger-397	409	2	online	online	ADJ
ger-397	409	3	education	education	NOUN
ger-397	409	4	survey	survey	NOUN
ger-397	409	5	course	course	NOUN
ger-397	409	6	handout	handout	NOUN
ger-397	409	7	,	,	PUNCT
ger-397	409	8	reading	read	VERB
ger-397	409	9	3	3	NUM
ger-397	409	10	]	]	PUNCT
ger-397	409	11	.	.	PUNCT
ger-397	410	1	prepared	prepare	VERB
ger-397	410	2	for	for	ADP
ger-397	410	3	usaid	usaid	PROPN
ger-397	410	4	/	/	SYM
ger-397	410	5	southern	southern	PROPN
ger-397	410	6	africa	africa	PROPN
ger-397	410	7	under	under	ADP
ger-397	410	8	the	the	DET
ger-397	410	9	integrated	integrate	VERB
ger-397	410	10	education	education	NOUN
ger-397	410	11	program	program	NOUN
ger-397	410	12	,	,	PUNCT
ger-397	410	13	contract	contract	NOUN
ger-397	410	14	no	no	INTJ
ger-397	410	15	.	.	NOUN
ger-397	411	1	674	674	NUM
ger-397	411	2	-	-	PUNCT
ger-397	411	3	c-00	c-00	ADV
ger-397	411	4	-	-	PUNCT
ger-397	411	5	04	04	NUM
ger-397	411	6	-	-	PUNCT
ger-397	411	7	00032	00032	NUM
ger-397	411	8	-	-	PUNCT
ger-397	411	9	00	00	PROPN
ger-397	411	10	.	.	PUNCT
ger-397	412	1	research	research	NOUN
ger-397	412	2	triangle	triangle	NOUN
ger-397	412	3	park	park	NOUN
ger-397	412	4	,	,	PUNCT
ger-397	412	5	nc	nc	PROPN
ger-397	412	6	:	:	PUNCT
ger-397	412	7	rti	rti	PROPN
ger-397	412	8	international	international	PROPN
ger-397	412	9	.	.	PUNCT
ger-397	413	1	course	course	NOUN
ger-397	413	2	page	page	NOUN
ger-397	413	3	:	:	PUNCT
ger-397	414	1	https://globalreadingnetwork.net/eddata/educationsurvey-course	https://globalreadingnetwork.net/eddata/educationsurvey-course	VERB
ger-397	414	2	;	;	PUNCT
ger-397	414	3	handout	handout	NOUN
ger-397	414	4	:	:	PUNCT
ger-397	415	1	https://globalreadingnetwork.net/sites/default/files	https://globalreadingnetwork.net/sites/default/file	NOUN
ger-397	415	2	/module-2handout_3_final_rsa_smrs_egra_impact_st	/module-2handout_3_final_rsa_smrs_egra_impact_st	PUNCT
ger-397	416	1	udy.pdf	udy.pdf	NUM
ger-397	416	2	powers	power	NOUN
ger-397	416	3	,	,	PUNCT
ger-397	416	4	s.	s.	PROPN
ger-397	416	5	(	(	PUNCT
ger-397	416	6	2016	2016	NUM
ger-397	416	7	,	,	PUNCT
ger-397	416	8	october	october	PROPN
ger-397	416	9	7	7	NUM
ger-397	416	10	)	)	PUNCT
ger-397	416	11	.	.	PUNCT
ger-397	417	1	how	how	SCONJ
ger-397	417	2	countries	country	NOUN
ger-397	417	3	deliver	deliver	VERB
ger-397	417	4	highquality	highquality	NOUN
ger-397	417	5	early	early	ADJ
ger-397	417	6	learning	learning	NOUN
ger-397	417	7	:	:	PUNCT
ger-397	417	8	insights	insight	NOUN
ger-397	417	9	through	through	ADP
ger-397	417	10	a	a	DET
ger-397	417	11	systems	system	NOUN
ger-397	417	12	approach	approach	NOUN
ger-397	417	13	[	[	X
ger-397	417	14	blog	blog	NOUN
ger-397	417	15	post	post	NOUN
ger-397	417	16	]	]	PROPN
ger-397	417	17	.	.	PUNCT
ger-397	418	1	washington	washington	PROPN
ger-397	418	2	,	,	PUNCT
ger-397	418	3	dc	dc	PROPN
ger-397	418	4	:	:	PUNCT
ger-397	418	5	world	world	PROPN
ger-397	418	6	bank	bank	PROPN
ger-397	418	7	.	.	PUNCT
ger-397	419	1	http://blogs.worldbank.org/education/howcountries-deliver-high-quality-early-learninginsights-through-systems-approach	http://blogs.worldbank.org/education/howcountries-deliver-high-quality-early-learninginsights-through-systems-approach	PROPN
ger-397	419	2	republic	republic	PROPN
ger-397	419	3	of	of	ADP
ger-397	419	4	kenya	kenya	PROPN
ger-397	419	5	.	.	PUNCT
ger-397	420	1	(	(	PUNCT
ger-397	420	2	2009	2009	NUM
ger-397	420	3	)	)	PUNCT
ger-397	420	4	.	.	PUNCT
ger-397	421	1	2009	2009	NUM
ger-397	421	2	population	population	NOUN
ger-397	421	3	and	and	CCONJ
ger-397	421	4	housing	housing	NOUN
ger-397	421	5	census	census	NOUN
ger-397	421	6	results	result	NOUN
ger-397	421	7	.	.	PUNCT
ger-397	422	1	nairobi	nairobi	PROPN
ger-397	422	2	;	;	PUNCT
ger-397	422	3	ministry	ministry	PROPN
ger-397	422	4	of	of	ADP
ger-397	422	5	state	state	NOUN
ger-397	422	6	for	for	ADP
ger-397	422	7	planning	planning	NOUN
ger-397	422	8	,	,	PUNCT
ger-397	422	9	national	national	ADJ
ger-397	422	10	development	development	NOUN
ger-397	422	11	and	and	CCONJ
ger-397	422	12	vision	vision	NOUN
ger-397	422	13	2030	2030	NUM
ger-397	422	14	.	.	PUNCT
ger-397	423	1	republic	republic	NOUN
ger-397	423	2	of	of	ADP
ger-397	423	3	kenya	kenya	PROPN
ger-397	423	4	.	.	PUNCT
ger-397	424	1	(	(	PUNCT
ger-397	424	2	2010a	2010a	NUM
ger-397	424	3	)	)	PUNCT
ger-397	424	4	.	.	PUNCT
ger-397	425	1	constitution	constitution	NOUN
ger-397	425	2	of	of	ADP
ger-397	425	3	kenya	kenya	PROPN
ger-397	425	4	,	,	PUNCT
ger-397	425	5	2010	2010	NUM
ger-397	425	6	.	.	PUNCT
ger-397	426	1	nairobi	nairobi	PROPN
ger-397	426	2	:	:	PUNCT
ger-397	426	3	office	office	NOUN
ger-397	426	4	of	of	ADP
ger-397	426	5	the	the	DET
ger-397	426	6	attorney	attorney	NOUN
ger-397	426	7	general	general	NOUN
ger-397	426	8	.	.	PUNCT
ger-397	427	1	http://www.kenyalaw.org/lex/actview.xql?actid=co	http://www.kenyalaw.org/lex/actview.xql?actid=co	PROPN
ger-397	427	2	nst2010	nst2010	NOUN
ger-397	427	3	republic	republic	PROPN
ger-397	427	4	of	of	ADP
ger-397	427	5	kenya	kenya	PROPN
ger-397	427	6	.	.	PUNCT
ger-397	428	1	(	(	PUNCT
ger-397	428	2	2010b	2010b	NUM
ger-397	428	3	)	)	PUNCT
ger-397	428	4	.	.	PUNCT
ger-397	429	1	the	the	DET
ger-397	429	2	national	national	ADJ
ger-397	429	3	education	education	NOUN
ger-397	429	4	sector	sector	NOUN
ger-397	429	5	plan	plan	NOUN
ger-397	429	6	(	(	PUNCT
ger-397	429	7	abridged	abridge	VERB
ger-397	429	8	version	version	NOUN
ger-397	429	9	)	)	PUNCT
ger-397	429	10	2013–2018	2013–2018	PROPN
ger-397	429	11	.	.	PUNCT
ger-397	430	1	nairobi	nairobi	PROPN
ger-397	430	2	:	:	PUNCT
ger-397	430	3	ministry	ministry	PROPN
ger-397	430	4	of	of	ADP
ger-397	430	5	education	education	PROPN
ger-397	430	6	,	,	PUNCT
ger-397	430	7	science	science	NOUN
ger-397	430	8	and	and	CCONJ
ger-397	430	9	technology	technology	NOUN
ger-397	430	10	.	.	PUNCT
ger-397	431	1	republic	republic	PROPN
ger-397	431	2	of	of	ADP
ger-397	431	3	kenya	kenya	PROPN
ger-397	431	4	.	.	PUNCT
ger-397	432	1	(	(	PUNCT
ger-397	432	2	2013	2013	NUM
ger-397	432	3	)	)	PUNCT
ger-397	432	4	.	.	PUNCT
ger-397	433	1	basic	basic	ADJ
ger-397	433	2	education	education	PROPN
ger-397	433	3	act	act	NOUN
ger-397	433	4	,	,	PUNCT
ger-397	433	5	2013	2013	NUM
ger-397	433	6	.	.	PUNCT
ger-397	434	1	nairobi	nairobi	PROPN
ger-397	434	2	:	:	PUNCT
ger-397	434	3	ministry	ministry	PROPN
ger-397	434	4	of	of	ADP
ger-397	434	5	education	education	NOUN
ger-397	434	6	.	.	PUNCT
ger-397	435	1	http://www.kenyalaw.org/lex//actview.xql?actid=n	http://www.kenyalaw.org/lex//actview.xql?actid=n	PROPN
ger-397	435	2	o.%2014%20of%202013	o.%2014%20of%202013	PROPN
ger-397	435	3	rossiter	rossiter	NOUN
ger-397	435	4	,	,	PUNCT
ger-397	435	5	j.	j.	PROPN
ger-397	435	6	(	(	PUNCT
ger-397	435	7	2016	2016	NUM
ger-397	435	8	)	)	PUNCT
ger-397	435	9	.	.	PUNCT
ger-397	436	1	scaling	scale	VERB
ger-397	436	2	up	up	ADP
ger-397	436	3	access	access	NOUN
ger-397	436	4	to	to	ADP
ger-397	436	5	quality	quality	NOUN
ger-397	436	6	early	early	ADJ
ger-397	436	7	education	education	NOUN
ger-397	436	8	in	in	ADP
ger-397	436	9	ethiopia	ethiopia	PROPN
ger-397	436	10	:	:	PUNCT
ger-397	436	11	guidance	guidance	NOUN
ger-397	436	12	from	from	ADP
ger-397	436	13	international	international	ADJ
ger-397	436	14	experience	experience	NOUN
ger-397	436	15	.	.	PUNCT
ger-397	437	1	policy	policy	NOUN
ger-397	437	2	paper	paper	PROPN
ger-397	437	3	8	8	NUM
ger-397	437	4	.	.	PUNCT
ger-397	438	1	oxford	oxford	PROPN
ger-397	438	2	,	,	PUNCT
ger-397	438	3	uk	uk	PROPN
ger-397	438	4	:	:	PUNCT
ger-397	438	5	young	young	ADJ
ger-397	438	6	lives	life	NOUN
ger-397	438	7	.	.	PUNCT
ger-397	439	1	https://assets.publishing.service.gov.uk/media/57a0	https://assets.publishing.service.gov.uk/media/57a0	NOUN
ger-397	439	2	8955e5274a31e000001e	8955e5274a31e000001e	NUM
ger-397	439	3	/	/	SYM
ger-397	439	4	yl	yl	NOUN
ger-397	439	5	-	-	PUNCT
ger-397	439	6	pp8_scaling	pp8_scaling	NOUN
ger-397	439	7	-	-	PUNCT
ger-397	439	8	up	up	ADP
ger-397	439	9	-	-	PUNCT
ger-397	439	10	earlyeducation	earlyeducation	NOUN
ger-397	439	11	-	-	PUNCT
ger-397	439	12	in	in	ADP
ger-397	439	13	-	-	PUNCT
ger-397	439	14	ethiopia.pdf	ethiopia.pdf	X
ger-397	439	15	sayre	sayre	NOUN
ger-397	439	16	,	,	PUNCT
ger-397	439	17	r.	r.	PROPN
ger-397	439	18	k.	k.	PROPN
ger-397	439	19	,	,	PUNCT
ger-397	439	20	devercelli	devercelli	PROPN
ger-397	439	21	,	,	PUNCT
ger-397	439	22	a.	a.	PROPN
ger-397	439	23	e.	e.	PROPN
ger-397	439	24	,	,	PUNCT
ger-397	439	25	neuman	neuman	NOUN
ger-397	439	26	,	,	PUNCT
ger-397	439	27	m.	m.	NOUN
ger-397	439	28	j.	j.	PROPN
ger-397	439	29	,	,	PUNCT
ger-397	439	30	&	&	CCONJ
ger-397	439	31	wodon	wodon	PROPN
ger-397	439	32	,	,	PUNCT
ger-397	439	33	q.	q.	PROPN
ger-397	439	34	(	(	PUNCT
ger-397	439	35	2015	2015	NUM
ger-397	439	36	)	)	PUNCT
ger-397	439	37	.	.	PUNCT
ger-397	440	1	investing	invest	VERB
ger-397	440	2	in	in	ADP
ger-397	440	3	early	early	ADJ
ger-397	440	4	childhood	childhood	NOUN
ger-397	440	5	development	development	NOUN
ger-397	440	6	:	:	PUNCT
ger-397	440	7	review	review	NOUN
ger-397	440	8	of	of	ADP
ger-397	440	9	the	the	DET
ger-397	440	10	world	world	PROPN
ger-397	440	11	bank	bank	PROPN
ger-397	440	12	’s	’s	PART
ger-397	440	13	recent	recent	ADJ
ger-397	440	14	experience	experience	NOUN
ger-397	440	15	.	.	PUNCT
ger-397	441	1	world	world	PROPN
ger-397	441	2	bank	bank	PROPN
ger-397	441	3	studies	study	NOUN
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ger-397	445	1	(	(	PUNCT
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ger-397	445	3	)	)	PUNCT
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ger-397	446	17	for	for	ADP
ger-397	446	18	all	all	DET
ger-397	446	19	[	[	X
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ger-397	446	21	page	page	NOUN
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ger-397	446	23	.	.	PUNCT
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ger-397	448	15	https://globalreadingnetwork.net/sites/default/files/module-2-handout_3_final_rsa_smrs_egra_impact_study.pdf	https://globalreadingnetwork.net/sites/default/files/module-2-handout_3_final_rsa_smrs_egra_impact_study.pdf	PROPN
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ger-397	448	17	http://blogs.worldbank.org/education/how-countries-deliver-high-quality-early-learning-insights-through-systems-approach	http://blogs.worldbank.org/education/how-countries-deliver-high-quality-early-learning-insights-through-systems-approach	ADV
ger-397	448	18	http://blogs.worldbank.org/education/how-countries-deliver-high-quality-early-learning-insights-through-systems-approach	http://blogs.worldbank.org/education/how-countries-deliver-high-quality-early-learning-insights-through-systems-approach	ADV
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ger-397	448	23	https://assets.publishing.service.gov.uk/media/57a08955e5274a31e000001e/yl-pp8_scaling-up-early-education-in-ethiopia.pdf	https://assets.publishing.service.gov.uk/media/57a08955e5274a31e000001e/yl-pp8_scaling-up-early-education-in-ethiopia.pdf	VERB
ger-397	448	24	68	68	NUM
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ger-397	448	28	5(2	5(2	NUM
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ger-397	448	35	and	and	CCONJ
ger-397	448	36	cultural	cultural	ADJ
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ger-397	448	38	(	(	PUNCT
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ger-397	449	1	(	(	PUNCT
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ger-397	449	3	)	)	PUNCT
ger-397	449	4	.	.	PUNCT
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ger-397	450	4	education	education	NOUN
ger-397	450	5	for	for	ADP
ger-397	450	6	all	all	DET
ger-397	450	7	and	and	CCONJ
ger-397	450	8	framework	framework	NOUN
ger-397	450	9	for	for	ADP
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ger-397	450	11	to	to	PART
ger-397	450	12	meet	meet	VERB
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ger-397	450	14	learning	learning	NOUN
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ger-397	451	2	by	by	ADP
ger-397	451	3	the	the	DET
ger-397	451	4	world	world	NOUN
ger-397	451	5	conference	conference	NOUN
ger-397	451	6	on	on	ADP
ger-397	451	7	education	education	NOUN
ger-397	451	8	for	for	ADP
ger-397	451	9	all	all	PRON
ger-397	451	10	,	,	PUNCT
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ger-397	451	12	,	,	PUNCT
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ger-397	451	14	,	,	PUNCT
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ger-397	451	19	.	.	PUNCT
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ger-397	452	4	.	.	PUNCT
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ger-397	453	6	,	,	PUNCT
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ger-397	453	8	and	and	CCONJ
ger-397	453	9	cultural	cultural	ADJ
ger-397	453	10	organization	organization	NOUN
ger-397	453	11	(	(	PUNCT
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ger-397	453	13	)	)	PUNCT
ger-397	453	14	.	.	PUNCT
ger-397	454	1	(	(	PUNCT
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ger-397	455	6	.	.	PUNCT
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ger-397	456	2	for	for	ADP
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ger-397	456	6	quality	quality	NOUN
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ger-397	456	8	.	.	PUNCT
ger-397	457	1	paris	paris	PROPN
ger-397	457	2	:	:	PUNCT
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ger-397	457	4	.	.	PUNCT
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ger-397	457	8	&	&	CCONJ
ger-397	457	9	world	world	PROPN
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ger-397	457	12	.	.	PUNCT
ger-397	458	1	(	(	PUNCT
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ger-397	458	6	)	)	PUNCT
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ger-397	459	8	,	,	PUNCT
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ger-397	460	2	,	,	PUNCT
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ger-397	460	4	:	:	PUNCT
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ger-397	460	7	world	world	PROPN
ger-397	460	8	bank	bank	PROPN
ger-397	460	9	.	.	PUNCT
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ger-397	465	1	(	(	PUNCT
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ger-397	467	4	:	:	PUNCT
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ger-397	467	7	.	.	PUNCT
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ger-397	468	8	b.	b.	PROPN
ger-397	468	9	,	,	PUNCT
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ger-397	468	11	,	,	PUNCT
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ger-397	468	13	e.	e.	PROPN
ger-397	468	14	,	,	PUNCT
ger-397	468	15	&	&	CCONJ
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ger-397	468	18	j.	j.	PROPN
ger-397	468	19	(	(	PUNCT
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ger-397	469	12	and	and	CCONJ
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ger-397	469	16	.	.	PUNCT
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ger-397	470	2	in	in	ADP
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ger-397	470	7	70983	70983	NUM
ger-397	470	8	.	.	PUNCT
ger-397	471	1	washington	washington	PROPN
ger-397	471	2	,	,	PUNCT
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ger-397	471	4	:	:	PUNCT
ger-397	471	5	world	world	PROPN
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ger-397	471	7	.	.	PUNCT
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ger-397	472	3	/	/	SYM
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ger-397	472	7	,	,	PUNCT
ger-397	472	8	j.	j.	PROPN
ger-397	472	9	,	,	PUNCT
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ger-397	472	11	,	,	PUNCT
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ger-397	472	14	&	&	CCONJ
ger-397	472	15	lee	lee	PROPN
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ger-397	472	18	p.	p.	PROPN
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ger-397	472	20	(	(	PUNCT
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ger-397	472	22	)	)	PUNCT
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ger-397	473	3	government	government	NOUN
ger-397	473	4	expenditure	expenditure	NOUN
ger-397	473	5	in	in	ADP
ger-397	473	6	early	early	ADJ
ger-397	473	7	childhood	childhood	NOUN
ger-397	473	8	education	education	NOUN
ger-397	473	9	in	in	ADP
ger-397	473	10	china	china	PROPN
ger-397	473	11	:	:	PUNCT
ger-397	473	12	practices	practice	NOUN
ger-397	473	13	in	in	ADP
ger-397	473	14	shanghai	shanghai	PROPN
ger-397	473	15	,	,	PUNCT
ger-397	473	16	guizhou	guizhou	NOUN
ger-397	473	17	and	and	CCONJ
ger-397	473	18	ningshan	ningshan	NOUN
ger-397	473	19	.	.	PUNCT
ger-397	474	1	in	in	ADP
ger-397	474	2	n.	n.	PROPN
ger-397	474	3	rao	rao	PROPN
ger-397	474	4	,	,	PUNCT
ger-397	474	5	j.	j.	PROPN
ger-397	474	6	zhou	zhou	PROPN
ger-397	474	7	,	,	PUNCT
ger-397	474	8	&	&	CCONJ
ger-397	474	9	j.	j.	PROPN
ger-397	474	10	sun	sun	PROPN
ger-397	474	11	(	(	PUNCT
ger-397	474	12	eds	eds	PROPN
ger-397	474	13	.	.	PUNCT
ger-397	474	14	)	)	PUNCT
ger-397	474	15	,	,	PUNCT
ger-397	474	16	early	early	ADJ
ger-397	474	17	childhood	childhood	NOUN
ger-397	474	18	education	education	NOUN
ger-397	474	19	in	in	ADP
ger-397	474	20	chinese	chinese	ADJ
ger-397	474	21	societies	society	NOUN
ger-397	474	22	(	(	PUNCT
ger-397	474	23	pp	pp	ADV
ger-397	474	24	.	.	PUNCT
ger-397	474	25	71–84	71–84	NOUN
ger-397	474	26	)	)	PUNCT
ger-397	474	27	.	.	PUNCT
ger-397	475	1	international	international	ADJ
ger-397	475	2	perspectives	perspective	NOUN
ger-397	475	3	on	on	ADP
ger-397	475	4	early	early	ADJ
ger-397	475	5	childhood	childhood	NOUN
ger-397	475	6	education	education	NOUN
ger-397	475	7	and	and	CCONJ
ger-397	475	8	development	development	NOUN
ger-397	475	9	series	series	NOUN
ger-397	475	10	,	,	PUNCT
ger-397	475	11	child	child	NOUN
ger-397	475	12	vol	vol	NOUN
ger-397	475	13	.	.	PROPN
ger-397	476	1	19	19	NUM
ger-397	476	2	.	.	PUNCT
ger-397	477	1	new	new	PROPN
ger-397	477	2	york	york	PROPN
ger-397	477	3	,	,	PUNCT
ger-397	477	4	ny	ny	PROPN
ger-397	477	5	:	:	PUNCT
ger-397	477	6	springer	springer	PROPN
ger-397	477	7	berlin	berlin	PROPN
ger-397	477	8	heidelberg	heidelberg	PROPN
ger-397	477	9	.	.	PUNCT
ger-397	478	1	https://doi.org/10.1007/978-94-0241004-4_5	https://doi.org/10.1007/978-94-0241004-4_5	VERB
ger-397	478	2	about	about	ADP
ger-397	478	3	the	the	DET
ger-397	478	4	author(s	author(s	PROPN
ger-397	478	5	)	)	PUNCT
ger-397	478	6	dr	dr	PROPN
ger-397	478	7	.	.	PROPN
ger-397	478	8	benjamin	benjamin	PROPN
ger-397	478	9	piper	piper	PROPN
ger-397	478	10	is	be	AUX
ger-397	478	11	the	the	DET
ger-397	478	12	senior	senior	ADJ
ger-397	478	13	director	director	NOUN
ger-397	478	14	for	for	ADP
ger-397	478	15	africa	africa	PROPN
ger-397	478	16	education	education	PROPN
ger-397	478	17	at	at	ADP
ger-397	478	18	rti	rti	PROPN
ger-397	478	19	international	international	PROPN
ger-397	478	20	.	.	PUNCT
ger-397	479	1	based	base	VERB
ger-397	479	2	in	in	ADP
ger-397	479	3	nairobi	nairobi	PROPN
ger-397	479	4	,	,	PUNCT
ger-397	479	5	dr	dr	PROPN
ger-397	479	6	.	.	PROPN
ger-397	479	7	piper	piper	PROPN
ger-397	479	8	provides	provide	VERB
ger-397	479	9	technical	technical	ADJ
ger-397	479	10	support	support	NOUN
ger-397	479	11	to	to	ADP
ger-397	479	12	programs	program	NOUN
ger-397	479	13	in	in	ADP
ger-397	479	14	sub	sub	ADJ
ger-397	479	15	-	-	ADJ
ger-397	479	16	saharan	saharan	ADJ
ger-397	479	17	africa	africa	PROPN
ger-397	479	18	,	,	PUNCT
ger-397	479	19	asia	asia	PROPN
ger-397	479	20	and	and	CCONJ
ger-397	479	21	the	the	DET
ger-397	479	22	middle	middle	PROPN
ger-397	479	23	east	east	PROPN
ger-397	479	24	.	.	PUNCT
ger-397	480	1	he	he	PRON
ger-397	480	2	supervises	supervise	VERB
ger-397	480	3	kenya	kenya	PROPN
ger-397	480	4	’s	’s	PART
ger-397	480	5	national	national	PROPN
ger-397	480	6	literacy	literacy	PROPN
ger-397	480	7	program	program	NOUN
ger-397	480	8	,	,	PUNCT
ger-397	480	9	the	the	DET
ger-397	480	10	tusome	tusome	NOUN
ger-397	480	11	early	early	ADJ
ger-397	480	12	grade	grade	NOUN
ger-397	480	13	reading	reading	NOUN
ger-397	480	14	activity	activity	NOUN
ger-397	480	15	,	,	PUNCT
ger-397	480	16	funded	fund	VERB
ger-397	480	17	by	by	ADP
ger-397	480	18	usaid	usaid	PROPN
ger-397	480	19	,	,	PUNCT
ger-397	480	20	and	and	CCONJ
ger-397	480	21	kenya	kenya	PROPN
ger-397	480	22	’s	’s	PART
ger-397	480	23	tayari	tayari	ADJ
ger-397	480	24	ecde	ecde	ADJ
ger-397	480	25	program	program	NOUN
ger-397	480	26	,	,	PUNCT
ger-397	480	27	sponsored	sponsor	VERB
ger-397	480	28	by	by	ADP
ger-397	480	29	the	the	DET
ger-397	480	30	children	child	NOUN
ger-397	480	31	’s	’s	PART
ger-397	480	32	investment	investment	NOUN
ger-397	480	33	fund	fund	NOUN
ger-397	480	34	foundation	foundation	PROPN
ger-397	480	35	.	.	PUNCT
ger-397	481	1	dr	dr	PROPN
ger-397	481	2	.	.	PROPN
ger-397	481	3	piper	piper	PROPN
ger-397	481	4	previously	previously	ADV
ger-397	481	5	led	lead	VERB
ger-397	481	6	tusome	tusome	NOUN
ger-397	481	7	,	,	PUNCT
ger-397	481	8	the	the	DET
ger-397	481	9	(	(	PUNCT
ger-397	481	10	primr	primr	NOUN
ger-397	481	11	)	)	PUNCT
ger-397	481	12	initiative	initiative	NOUN
ger-397	481	13	,	,	PUNCT
ger-397	481	14	the	the	DET
ger-397	481	15	national	national	ADJ
ger-397	481	16	tablet	tablet	NOUN
ger-397	481	17	programme	programme	PROPN
ger-397	481	18	,	,	PUNCT
ger-397	481	19	and	and	CCONJ
ger-397	481	20	the	the	DET
ger-397	481	21	primr	primr	NOUN
ger-397	481	22	rural	rural	ADJ
ger-397	481	23	expansion	expansion	NOUN
ger-397	481	24	programme	programme	NOUN
ger-397	481	25	.	.	PUNCT
ger-397	482	1	he	he	PRON
ger-397	482	2	has	have	AUX
ger-397	482	3	worked	work	VERB
ger-397	482	4	with	with	ADP
ger-397	482	5	rti	rti	PROPN
ger-397	482	6	,	,	PUNCT
ger-397	482	7	the	the	DET
ger-397	482	8	world	world	PROPN
ger-397	482	9	bank	bank	PROPN
ger-397	482	10	,	,	PUNCT
ger-397	482	11	dfid	dfid	PROPN
ger-397	482	12	,	,	PUNCT
ger-397	482	13	unicef	unicef	NOUN
ger-397	482	14	,	,	PUNCT
ger-397	482	15	and	and	CCONJ
ger-397	482	16	save	save	VERB
ger-397	482	17	the	the	DET
ger-397	482	18	children	child	NOUN
ger-397	482	19	.	.	PUNCT
ger-397	483	1	dr	dr	PROPN
ger-397	483	2	.	.	PROPN
ger-397	483	3	piper	piper	PROPN
ger-397	483	4	has	have	VERB
ger-397	483	5	a	a	DET
ger-397	483	6	doctorate	doctorate	NOUN
ger-397	483	7	in	in	ADP
ger-397	483	8	international	international	ADJ
ger-397	483	9	education	education	NOUN
ger-397	483	10	from	from	ADP
ger-397	483	11	the	the	DET
ger-397	483	12	harvard	harvard	PROPN
ger-397	483	13	graduate	graduate	PROPN
ger-397	483	14	school	school	NOUN
ger-397	483	15	of	of	ADP
ger-397	483	16	education	education	NOUN
ger-397	483	17	.	.	PUNCT
ger-397	484	1	katherine	katherine	PROPN
ger-397	484	2	a.	a.	PROPN
ger-397	484	3	merseth	merseth	PROPN
ger-397	484	4	leads	lead	VERB
ger-397	484	5	the	the	DET
ger-397	484	6	early	early	ADJ
ger-397	484	7	childhood	childhood	NOUN
ger-397	484	8	practice	practice	NOUN
ger-397	484	9	area	area	NOUN
ger-397	484	10	in	in	ADP
ger-397	484	11	the	the	DET
ger-397	484	12	international	international	ADJ
ger-397	484	13	education	education	NOUN
ger-397	484	14	division	division	NOUN
ger-397	484	15	at	at	ADP
ger-397	484	16	rti	rti	PROPN
ger-397	484	17	international	international	PROPN
ger-397	484	18	.	.	PUNCT
ger-397	485	1	she	she	PRON
ger-397	485	2	provides	provide	VERB
ger-397	485	3	strategic	strategic	ADJ
ger-397	485	4	and	and	CCONJ
ger-397	485	5	technical	technical	ADJ
ger-397	485	6	leadership	leadership	NOUN
ger-397	485	7	for	for	ADP
ger-397	485	8	rti	rti	PROPN
ger-397	485	9	’s	’s	PART
ger-397	485	10	early	early	ADJ
ger-397	485	11	childhood	childhood	NOUN
ger-397	485	12	education	education	NOUN
ger-397	485	13	programming	programming	NOUN
ger-397	485	14	and	and	CCONJ
ger-397	485	15	research	research	NOUN
ger-397	485	16	.	.	PUNCT
ger-397	486	1	her	her	PRON
ger-397	486	2	research	research	NOUN
ger-397	486	3	interests	interest	NOUN
ger-397	486	4	include	include	VERB
ger-397	486	5	access	access	NOUN
ger-397	486	6	to	to	ADP
ger-397	486	7	and	and	CCONJ
ger-397	486	8	equity	equity	NOUN
ger-397	486	9	of	of	ADP
ger-397	486	10	kindergarten	kindergarten	NOUN
ger-397	486	11	education	education	NOUN
ger-397	486	12	in	in	ADP
ger-397	486	13	lmics	lmic	NOUN
ger-397	486	14	.	.	PUNCT
ger-397	487	1	ms	ms	PROPN
ger-397	487	2	.	.	PROPN
ger-397	487	3	merseth	merseth	PROPN
ger-397	487	4	previously	previously	ADV
ger-397	487	5	worked	work	VERB
ger-397	487	6	at	at	AUX
ger-397	487	7	save	save	VERB
ger-397	487	8	the	the	DET
ger-397	487	9	children	child	NOUN
ger-397	487	10	us	we	PRON
ger-397	487	11	,	,	PUNCT
ger-397	487	12	creative	creative	ADJ
ger-397	487	13	associates	associate	NOUN
ger-397	487	14	and	and	CCONJ
ger-397	487	15	winrock	winrock	NOUN
ger-397	487	16	international	international	ADJ
ger-397	487	17	.	.	PUNCT
ger-397	488	1	she	she	PRON
ger-397	488	2	has	have	VERB
ger-397	488	3	a	a	DET
ger-397	488	4	master	master	NOUN
ger-397	488	5	’s	’s	PART
ger-397	488	6	degree	degree	NOUN
ger-397	488	7	in	in	ADP
ger-397	488	8	international	international	ADJ
ger-397	488	9	education	education	NOUN
ger-397	488	10	policy	policy	NOUN
ger-397	488	11	from	from	ADP
ger-397	488	12	the	the	DET
ger-397	488	13	harvard	harvard	PROPN
ger-397	488	14	graduate	graduate	PROPN
ger-397	488	15	school	school	NOUN
ger-397	488	16	of	of	ADP
ger-397	488	17	education	education	NOUN
ger-397	488	18	.	.	PUNCT
ger-397	489	1	dr	dr	PROPN
ger-397	489	2	.	.	PROPN
ger-397	489	3	samuel	samuel	PROPN
ger-397	489	4	ngaruiya	ngaruiya	PROPN
ger-397	489	5	provides	provide	VERB
ger-397	489	6	policy	policy	NOUN
ger-397	489	7	,	,	PUNCT
ger-397	489	8	management	management	NOUN
ger-397	489	9	,	,	PUNCT
ger-397	489	10	and	and	CCONJ
ger-397	489	11	technical	technical	ADJ
ger-397	489	12	guidance	guidance	NOUN
ger-397	489	13	to	to	ADP
ger-397	489	14	the	the	DET
ger-397	489	15	tayari	tayari	ADJ
ger-397	489	16	early	early	ADJ
ger-397	489	17	childhood	childhood	PROPN
ger-397	489	18	development	development	NOUN
ger-397	489	19	program	program	NOUN
ger-397	489	20	,	,	PUNCT
ger-397	489	21	based	base	VERB
ger-397	489	22	in	in	ADP
ger-397	489	23	nairobi	nairobi	PROPN
ger-397	489	24	.	.	PUNCT
ger-397	490	1	an	an	DET
ger-397	490	2	expert	expert	NOUN
ger-397	490	3	in	in	ADP
ger-397	490	4	early	early	ADJ
ger-397	490	5	childhood	childhood	NOUN
ger-397	490	6	development	development	NOUN
ger-397	490	7	and	and	CCONJ
ger-397	490	8	early	early	ADJ
ger-397	490	9	grade	grade	NOUN
ger-397	490	10	education	education	NOUN
ger-397	490	11	,	,	PUNCT
ger-397	490	12	he	he	PRON
ger-397	490	13	holds	hold	VERB
ger-397	490	14	a	a	DET
ger-397	490	15	phd	phd	NOUN
ger-397	490	16	in	in	ADP
ger-397	490	17	education	education	NOUN
ger-397	490	18	from	from	ADP
ger-397	490	19	the	the	DET
ger-397	490	20	university	university	PROPN
ger-397	490	21	of	of	ADP
ger-397	490	22	nairobi	nairobi	PROPN
ger-397	490	23	and	and	CCONJ
ger-397	490	24	a	a	DET
ger-397	490	25	master	master	NOUN
ger-397	490	26	’s	’s	PART
ger-397	490	27	degree	degree	NOUN
ger-397	490	28	in	in	ADP
ger-397	490	29	child	child	NOUN
ger-397	490	30	and	and	CCONJ
ger-397	490	31	youth	youth	NOUN
ger-397	490	32	care	care	NOUN
ger-397	490	33	from	from	ADP
ger-397	490	34	the	the	DET
ger-397	490	35	university	university	PROPN
ger-397	490	36	of	of	ADP
ger-397	490	37	victoria	victoria	PROPN
ger-397	490	38	in	in	ADP
ger-397	490	39	canada	canada	PROPN
ger-397	490	40	.	.	PUNCT
ger-397	491	1	through	through	ADP
ger-397	491	2	18	18	NUM
ger-397	491	3	years	year	NOUN
ger-397	491	4	of	of	ADP
ger-397	491	5	direct	direct	ADJ
ger-397	491	6	experience	experience	NOUN
ger-397	491	7	implementing	implement	VERB
ger-397	491	8	programs	program	NOUN
ger-397	491	9	supported	support	VERB
ger-397	491	10	by	by	ADP
ger-397	491	11	various	various	ADJ
ger-397	491	12	international	international	ADJ
ger-397	491	13	organizations	organization	NOUN
ger-397	491	14	,	,	PUNCT
ger-397	491	15	and	and	CCONJ
ger-397	491	16	his	his	PRON
ger-397	491	17	membership	membership	NOUN
ger-397	491	18	in	in	ADP
ger-397	491	19	the	the	DET
ger-397	491	20	africa	africa	PROPN
ger-397	491	21	ecd	ecd	PROPN
ger-397	491	22	network	network	PROPN
ger-397	491	23	and	and	CCONJ
ger-397	491	24	working	working	NOUN
ger-397	491	25	group	group	NOUN
ger-397	491	26	on	on	ADP
ger-397	491	27	ecd	ecd	PROPN
ger-397	491	28	,	,	PUNCT
ger-397	491	29	he	he	PRON
ger-397	491	30	stays	stay	VERB
ger-397	491	31	closely	closely	ADV
ger-397	491	32	attuned	attuned	ADJ
ger-397	491	33	to	to	ADP
ger-397	491	34	global	global	ADJ
ger-397	491	35	trends	trend	NOUN
ger-397	491	36	and	and	CCONJ
ger-397	491	37	strategic	strategic	ADJ
ger-397	491	38	priorities	priority	NOUN
ger-397	491	39	in	in	ADP
ger-397	491	40	ecd	ecd	PROPN
ger-397	491	41	.	.	PUNCT
ger-397	492	1	http://unesdoc.unesco.org/images/0012/001275/127583e.pdf	http://unesdoc.unesco.org/images/0012/001275/127583e.pdf	PROPN
ger-397	492	2	http://unesdoc.unesco.org/images/0012/001275/127583e.pdf	http://unesdoc.unesco.org/images/0012/001275/127583e.pdf	PROPN
ger-397	492	3	http://unesdoc.unesco.org/images/0013/001373/137333e.pdf	http://unesdoc.unesco.org/images/0013/001373/137333e.pdf	PROPN
ger-397	492	4	http://unesdoc.unesco.org/images/0013/001373/137333e.pdf	http://unesdoc.unesco.org/images/0013/001373/137333e.pdf	PROPN
ger-397	492	5	https://www.unicef.org/media/media_90863.html	https://www.unicef.org/media/media_90863.html	INTJ
ger-397	492	6	http://oro.open.ac.uk/48116/1/yl-wp163-woodhead.pdf	http://oro.open.ac.uk/48116/1/yl-wp163-woodhead.pdf	PROPN
ger-397	492	7	http://oro.open.ac.uk/48116/1/yl-wp163-woodhead.pdf	http://oro.open.ac.uk/48116/1/yl-wp163-woodhead.pdf	PROPN
ger-397	492	8	http://siteresources.worldbank.org/intafrica/resources/wp86_ethiopia_edu.pdf	http://siteresources.worldbank.org/intafrica/resources/wp86_ethiopia_edu.pdf	X
ger-397	492	9	http://siteresources.worldbank.org/intafrica/resources/wp86_ethiopia_edu.pdf	http://siteresources.worldbank.org/intafrica/resources/wp86_ethiopia_edu.pdf	X
ger-397	492	10	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	NOUN
ger-397	492	11	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	NOUN
ger-397	492	12	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	http://documents.worldbank.org/curated/en/363781468241467640/pdf/709830pub0epi0067926b09780821395646.pdf	NOUN