id	sid	tid	token	lemma	pos
ajote-3944	1	1	ajote	ajote	PROPN
ajote-3944	1	2	vol	vol	NOUN
ajote-3944	1	3	.	.	PUNCT
ajote-3944	2	1	7	7	X
ajote-3944	2	2	.	.	X
ajote-3944	2	3	no	no	INTJ
ajote-3944	2	4	.	.	NOUN
ajote-3944	2	5	1	1	NUM
ajote-3944	2	6	,	,	PUNCT
ajote-3944	2	7	pp	pp	ADJ
ajote-3944	2	8	.	.	PUNCT
ajote-3944	3	1	66	66	NUM
ajote-3944	3	2	-94	-94	PUNCT
ajote-3944	3	3	the	the	DET
ajote-3944	3	4	relationships	relationship	NOUN
ajote-3944	3	5	between	between	ADP
ajote-3944	3	6	teacher	teacher	NOUN
ajote-3944	3	7	quality	quality	NOUN
ajote-3944	3	8	and	and	CCONJ
ajote-3944	3	9	sixth	sixth	ADJ
ajote-3944	3	10	grade	grade	NOUN
ajote-3944	3	11	students	student	NOUN
ajote-3944	3	12	’	'	PUNCT
ajote-3944	3	13	mathematics	mathematic	NOUN
ajote-3944	3	14	competencies	competency	NOUN
ajote-3944	3	15	in	in	ADP
ajote-3944	3	16	kenya	kenya	PROPN
ajote-3944	3	17	and	and	CCONJ
ajote-3944	3	18	zimbabwe	zimbabwe	PROPN
ajote-3944	3	19	rachel	rachel	PROPN
ajote-3944	3	20	angela	angela	PROPN
ajote-3944	3	21	ayieko	ayieko	PROPN
ajote-3944	3	22	gibbs	gibbs	PROPN
ajote-3944	3	23	kanyongo	kanyongo	PROPN
ajote-3944	3	24	and	and	CCONJ
ajote-3944	3	25	bryan	bryan	PROPN
ajote-3944	3	26	nelson	nelson	PROPN
ajote-3944	3	27	duquesne	duquesne	PROPN
ajote-3944	3	28	university	university	PROPN
ajote-3944	3	29	,	,	PUNCT
ajote-3944	3	30	pittsburgh	pittsburgh	PROPN
ajote-3944	3	31	,	,	PUNCT
ajote-3944	3	32	us	we	PRON
ajote-3944	3	33	.	.	PUNCT
ajote-3944	4	1	abstract	abstract	ADJ
ajote-3944	4	2	students	student	NOUN
ajote-3944	4	3	should	should	AUX
ajote-3944	4	4	begin	begin	VERB
ajote-3944	4	5	to	to	PART
ajote-3944	4	6	engage	engage	VERB
ajote-3944	4	7	in	in	ADP
ajote-3944	4	8	problem	problem	NOUN
ajote-3944	4	9	-	-	PUNCT
ajote-3944	4	10	solving	solve	VERB
ajote-3944	4	11	and	and	CCONJ
ajote-3944	4	12	higher	high	ADJ
ajote-3944	4	13	order	order	NOUN
ajote-3944	4	14	thinking	thinking	NOUN
ajote-3944	4	15	skills	skill	NOUN
ajote-3944	4	16	in	in	ADP
ajote-3944	4	17	mathematics	mathematic	NOUN
ajote-3944	4	18	in	in	ADP
ajote-3944	4	19	the	the	DET
ajote-3944	4	20	early	early	ADJ
ajote-3944	4	21	years	year	NOUN
ajote-3944	4	22	of	of	ADP
ajote-3944	4	23	school	school	NOUN
ajote-3944	4	24	in	in	ADP
ajote-3944	4	25	preparation	preparation	NOUN
ajote-3944	4	26	for	for	ADP
ajote-3944	4	27	21st	21st	ADJ
ajote-3944	4	28	-	-	PUNCT
ajote-3944	4	29	century	century	NOUN
ajote-3944	4	30	technology	technology	NOUN
ajote-3944	4	31	and	and	CCONJ
ajote-3944	4	32	problem	problem	NOUN
ajote-3944	4	33	-	-	PUNCT
ajote-3944	4	34	solving	solve	VERB
ajote-3944	4	35	competencies	competency	NOUN
ajote-3944	4	36	.	.	PUNCT
ajote-3944	5	1	using	use	VERB
ajote-3944	5	2	the	the	DET
ajote-3944	5	3	southern	southern	ADJ
ajote-3944	5	4	and	and	CCONJ
ajote-3944	5	5	eastern	eastern	PROPN
ajote-3944	5	6	africa	africa	PROPN
ajote-3944	5	7	consortium	consortium	PROPN
ajote-3944	5	8	for	for	ADP
ajote-3944	5	9	monitoring	monitor	VERB
ajote-3944	5	10	educational	educational	ADJ
ajote-3944	5	11	quality	quality	NOUN
ajote-3944	5	12	(	(	PUNCT
ajote-3944	5	13	sacmeq	sacmeq	NOUN
ajote-3944	5	14	)	)	PUNCT
ajote-3944	5	15	,	,	PUNCT
ajote-3944	5	16	this	this	DET
ajote-3944	5	17	study	study	NOUN
ajote-3944	5	18	examines	examine	VERB
ajote-3944	5	19	the	the	DET
ajote-3944	5	20	distribution	distribution	NOUN
ajote-3944	5	21	of	of	ADP
ajote-3944	5	22	significant	significant	ADJ
ajote-3944	5	23	teacher	teacher	NOUN
ajote-3944	5	24	quality	quality	NOUN
ajote-3944	5	25	factors	factor	NOUN
ajote-3944	5	26	related	relate	VERB
ajote-3944	5	27	to	to	ADP
ajote-3944	5	28	sixth	sixth	ADJ
ajote-3944	5	29	-	-	PUNCT
ajote-3944	5	30	grade	grade	NOUN
ajote-3944	5	31	students	student	NOUN
ajote-3944	5	32	’	'	PUNCT
ajote-3944	5	33	mathematics	mathematic	NOUN
ajote-3944	5	34	competencies	competency	NOUN
ajote-3944	5	35	across	across	ADP
ajote-3944	5	36	the	the	DET
ajote-3944	5	37	regions	region	NOUN
ajote-3944	5	38	of	of	ADP
ajote-3944	5	39	kenya	kenya	PROPN
ajote-3944	5	40	and	and	CCONJ
ajote-3944	5	41	zimbabwe	zimbabwe	PROPN
ajote-3944	5	42	.	.	PUNCT
ajote-3944	6	1	the	the	DET
ajote-3944	6	2	mathematics	mathematics	PROPN
ajote-3944	6	3	competencies	competency	NOUN
ajote-3944	6	4	range	range	VERB
ajote-3944	6	5	from	from	ADP
ajote-3944	6	6	pre	pre	NOUN
ajote-3944	6	7	-	-	NOUN
ajote-3944	6	8	numeracy	numeracy	NOUN
ajote-3944	6	9	to	to	PART
ajote-3944	6	10	abstract	abstract	ADJ
ajote-3944	6	11	problem	problem	NOUN
ajote-3944	6	12	solving	solving	NOUN
ajote-3944	6	13	level	level	NOUN
ajote-3944	6	14	.	.	PUNCT
ajote-3944	7	1	first	first	ADV
ajote-3944	7	2	,	,	PUNCT
ajote-3944	7	3	we	we	PRON
ajote-3944	7	4	use	use	VERB
ajote-3944	7	5	a	a	DET
ajote-3944	7	6	multilevel	multilevel	ADJ
ajote-3944	7	7	regression	regression	NOUN
ajote-3944	7	8	model	model	NOUN
ajote-3944	7	9	to	to	PART
ajote-3944	7	10	analyze	analyze	VERB
ajote-3944	7	11	the	the	DET
ajote-3944	7	12	relationships	relationship	NOUN
ajote-3944	7	13	between	between	ADP
ajote-3944	7	14	teacher	teacher	NOUN
ajote-3944	7	15	quality	quality	NOUN
ajote-3944	7	16	and	and	CCONJ
ajote-3944	7	17	students	student	NOUN
ajote-3944	7	18	’	’	PART
ajote-3944	7	19	mathematics	mathematic	NOUN
ajote-3944	7	20	competencies	competency	NOUN
ajote-3944	7	21	to	to	PART
ajote-3944	7	22	find	find	VERB
ajote-3944	7	23	out	out	ADP
ajote-3944	7	24	which	which	DET
ajote-3944	7	25	teacher	teacher	NOUN
ajote-3944	7	26	quality	quality	NOUN
ajote-3944	7	27	variables	variable	NOUN
ajote-3944	7	28	are	be	AUX
ajote-3944	7	29	important	important	ADJ
ajote-3944	7	30	for	for	ADP
ajote-3944	7	31	the	the	DET
ajote-3944	7	32	improvement	improvement	NOUN
ajote-3944	7	33	in	in	ADP
ajote-3944	7	34	students	student	NOUN
ajote-3944	7	35	’	’	PART
ajote-3944	7	36	mathematics	mathematic	NOUN
ajote-3944	7	37	competencies	competency	NOUN
ajote-3944	7	38	in	in	ADP
ajote-3944	7	39	the	the	DET
ajote-3944	7	40	participating	participate	VERB
ajote-3944	7	41	countries	country	NOUN
ajote-3944	7	42	.	.	PUNCT
ajote-3944	8	1	we	we	PRON
ajote-3944	8	2	then	then	ADV
ajote-3944	8	3	illustrate	illustrate	VERB
ajote-3944	8	4	the	the	DET
ajote-3944	8	5	distributions	distribution	NOUN
ajote-3944	8	6	of	of	ADP
ajote-3944	8	7	the	the	DET
ajote-3944	8	8	teacher	teacher	NOUN
ajote-3944	8	9	quality	quality	NOUN
ajote-3944	8	10	factors	factor	NOUN
ajote-3944	8	11	within	within	ADP
ajote-3944	8	12	the	the	DET
ajote-3944	8	13	regions	region	NOUN
ajote-3944	8	14	in	in	ADP
ajote-3944	8	15	kenya	kenya	PROPN
ajote-3944	8	16	and	and	CCONJ
ajote-3944	8	17	zimbabwe	zimbabwe	PROPN
ajote-3944	8	18	.	.	PUNCT
ajote-3944	9	1	from	from	ADP
ajote-3944	9	2	the	the	DET
ajote-3944	9	3	multilevel	multilevel	ADJ
ajote-3944	9	4	model	model	NOUN
ajote-3944	9	5	analysis	analysis	NOUN
ajote-3944	9	6	,	,	PUNCT
ajote-3944	9	7	the	the	DET
ajote-3944	9	8	teacher	teacher	NOUN
ajote-3944	9	9	quality	quality	NOUN
ajote-3944	9	10	factors	factor	NOUN
ajote-3944	9	11	related	relate	VERB
ajote-3944	9	12	to	to	ADP
ajote-3944	9	13	students	student	NOUN
ajote-3944	9	14	’	'	PUNCT
ajote-3944	9	15	increase	increase	NOUN
ajote-3944	9	16	in	in	ADP
ajote-3944	9	17	mathematics	mathematics	NOUN
ajote-3944	9	18	competencies	competency	NOUN
ajote-3944	9	19	were	be	AUX
ajote-3944	9	20	teaching	teach	VERB
ajote-3944	9	21	experience	experience	NOUN
ajote-3944	9	22	,	,	PUNCT
ajote-3944	9	23	mathematics	mathematic	NOUN
ajote-3944	9	24	competencies	competency	NOUN
ajote-3944	9	25	,	,	PUNCT
ajote-3944	9	26	and	and	CCONJ
ajote-3944	9	27	teachers	teacher	NOUN
ajote-3944	9	28	’	'	PUNCT
ajote-3944	9	29	academic	academic	ADJ
ajote-3944	9	30	qualifications	qualification	NOUN
ajote-3944	9	31	.	.	PUNCT
ajote-3944	10	1	we	we	PRON
ajote-3944	10	2	observe	observe	VERB
ajote-3944	10	3	that	that	SCONJ
ajote-3944	10	4	students	student	NOUN
ajote-3944	10	5	taught	teach	VERB
ajote-3944	10	6	by	by	ADP
ajote-3944	10	7	permanently	permanently	ADV
ajote-3944	10	8	employed	employ	VERB
ajote-3944	10	9	teachers	teacher	NOUN
ajote-3944	10	10	had	have	VERB
ajote-3944	10	11	lower	low	ADJ
ajote-3944	10	12	math	math	NOUN
ajote-3944	10	13	competencies	competency	NOUN
ajote-3944	10	14	and	and	CCONJ
ajote-3944	10	15	that	that	SCONJ
ajote-3944	10	16	the	the	DET
ajote-3944	10	17	days	day	NOUN
ajote-3944	10	18	spent	spend	VERB
ajote-3944	10	19	by	by	ADP
ajote-3944	10	20	the	the	DET
ajote-3944	10	21	teachers	teacher	NOUN
ajote-3944	10	22	in	in	ADP
ajote-3944	10	23	professional	professional	ADJ
ajote-3944	10	24	development	development	NOUN
ajote-3944	10	25	influence	influence	PROPN
ajote-3944	10	26	students	student	NOUN
ajote-3944	10	27	’	’	PART
ajote-3944	10	28	mathematics	mathematic	NOUN
ajote-3944	10	29	competencies	competency	NOUN
ajote-3944	10	30	negatively	negatively	ADV
ajote-3944	10	31	.	.	PUNCT
ajote-3944	11	1	the	the	DET
ajote-3944	11	2	distributions	distribution	NOUN
ajote-3944	11	3	of	of	ADP
ajote-3944	11	4	these	these	DET
ajote-3944	11	5	teacher	teacher	NOUN
ajote-3944	11	6	quality	quality	NOUN
ajote-3944	11	7	factors	factor	NOUN
ajote-3944	11	8	that	that	PRON
ajote-3944	11	9	matter	matter	VERB
ajote-3944	11	10	in	in	ADP
ajote-3944	11	11	sub	sub	ADJ
ajote-3944	11	12	-	-	ADJ
ajote-3944	11	13	sahara	sahara	ADJ
ajote-3944	11	14	africa	africa	PROPN
ajote-3944	11	15	are	be	AUX
ajote-3944	11	16	concentrated	concentrate	VERB
ajote-3944	11	17	in	in	ADP
ajote-3944	11	18	the	the	DET
ajote-3944	11	19	capital	capital	NOUN
ajote-3944	11	20	cities	city	NOUN
ajote-3944	11	21	and	and	CCONJ
ajote-3944	11	22	particular	particular	ADJ
ajote-3944	11	23	regions	region	NOUN
ajote-3944	11	24	in	in	ADP
ajote-3944	11	25	kenya	kenya	PROPN
ajote-3944	11	26	and	and	CCONJ
ajote-3944	11	27	zimbabwe	zimbabwe	PROPN
ajote-3944	11	28	.	.	PUNCT
ajote-3944	12	1	implications	implication	NOUN
ajote-3944	12	2	for	for	ADP
ajote-3944	12	3	policy	policy	NOUN
ajote-3944	12	4	and	and	CCONJ
ajote-3944	12	5	practice	practice	NOUN
ajote-3944	12	6	are	be	AUX
ajote-3944	12	7	discussed	discuss	VERB
ajote-3944	12	8	.	.	PUNCT
ajote-3944	13	1	keywords	keyword	NOUN
ajote-3944	13	2	:	:	PUNCT
ajote-3944	13	3	teacher	teacher	NOUN
ajote-3944	13	4	quality	quality	NOUN
ajote-3944	13	5	;	;	PUNCT
ajote-3944	13	6	mathematics	mathematic	NOUN
ajote-3944	13	7	learning	learning	NOUN
ajote-3944	13	8	;	;	PUNCT
ajote-3944	13	9	primary	primary	ADJ
ajote-3944	13	10	education	education	NOUN
ajote-3944	13	11	;	;	PUNCT
ajote-3944	13	12	large	large	ADJ
ajote-3944	13	13	scale	scale	NOUN
ajote-3944	13	14	studies	study	NOUN
ajote-3944	13	15	african	african	ADJ
ajote-3944	13	16	journal	journal	PROPN
ajote-3944	13	17	of	of	ADP
ajote-3944	13	18	teacher	teacher	NOUN
ajote-3944	13	19	education	education	NOUN
ajote-3944	13	20	issn	issn	PROPN
ajote-3944	13	21	1916	1916	NUM
ajote-3944	13	22	-	-	SYM
ajote-3944	13	23	7822	7822	NUM
ajote-3944	13	24	.	.	PUNCT
ajote-3944	14	1	a	a	DET
ajote-3944	14	2	journal	journal	NOUN
ajote-3944	14	3	of	of	ADP
ajote-3944	14	4	spread	spread	ADJ
ajote-3944	14	5	corporation	corporation	NOUN
ajote-3944	14	6	vol.7	vol.7	PROPN
ajote-3944	14	7	no	no	NOUN
ajote-3944	14	8	.	.	NOUN
ajote-3944	14	9	1	1	NUM
ajote-3944	14	10	2018	2018	NUM
ajote-3944	14	11	pp	pp	ADP
ajote-3944	14	12	.	.	PUNCT
ajote-3944	15	1	66	66	NUM
ajote-3944	15	2	94	94	NUM
ajote-3944	15	3	understanding	understand	VERB
ajote-3944	15	4	the	the	DET
ajote-3944	15	5	relationships	relationship	NOUN
ajote-3944	15	6	between	between	ADP
ajote-3944	15	7	teacher	teacher	NOUN
ajote-3944	15	8	quality	quality	NOUN
ajote-3944	15	9	and	and	CCONJ
ajote-3944	15	10	sixth	sixth	ADJ
ajote-3944	15	11	grade	grade	NOUN
ajote-3944	15	12	students	student	NOUN
ajote-3944	15	13	’	'	PUNCT
ajote-3944	15	14	mathematics	mathematic	NOUN
ajote-3944	15	15	competencies	competency	NOUN
ajote-3944	15	16	in	in	ADP
ajote-3944	15	17	kenya	kenya	PROPN
ajote-3944	15	18	and	and	CCONJ
ajote-3944	15	19	zimbabwe	zimbabwe	PROPN
ajote-3944	15	20	67	67	NUM
ajote-3944	15	21	ajote	ajote	NOUN
ajote-3944	15	22	vol	vol	NOUN
ajote-3944	15	23	.	.	PUNCT
ajote-3944	16	1	7	7	X
ajote-3944	16	2	.	.	X
ajote-3944	16	3	no	no	INTJ
ajote-3944	16	4	.	.	NOUN
ajote-3944	16	5	1	1	NUM
ajote-3944	16	6	,	,	PUNCT
ajote-3944	16	7	pp	pp	ADJ
ajote-3944	16	8	.	.	PUNCT
ajote-3944	17	1	66	66	NUM
ajote-3944	17	2	-94	-94	PUNCT
ajote-3944	17	3	introduction	introduction	NOUN
ajote-3944	17	4	the	the	DET
ajote-3944	17	5	need	need	NOUN
ajote-3944	17	6	for	for	ADP
ajote-3944	17	7	quality	quality	NOUN
ajote-3944	17	8	education	education	NOUN
ajote-3944	17	9	for	for	ADP
ajote-3944	17	10	all	all	DET
ajote-3944	17	11	students	student	NOUN
ajote-3944	17	12	is	be	AUX
ajote-3944	17	13	one	one	NUM
ajote-3944	17	14	of	of	ADP
ajote-3944	17	15	the	the	DET
ajote-3944	17	16	millennia	millennia	NOUN
ajote-3944	17	17	development	development	NOUN
ajote-3944	17	18	goals	goal	NOUN
ajote-3944	17	19	the	the	DET
ajote-3944	17	20	united	united	PROPN
ajote-3944	17	21	nations	nations	PROPN
ajote-3944	17	22	propose	propose	VERB
ajote-3944	17	23	for	for	ADP
ajote-3944	17	24	sustainable	sustainable	ADJ
ajote-3944	17	25	development	development	NOUN
ajote-3944	17	26	.	.	PUNCT
ajote-3944	18	1	in	in	ADP
ajote-3944	18	2	developing	develop	VERB
ajote-3944	18	3	nations	nation	NOUN
ajote-3944	18	4	,	,	PUNCT
ajote-3944	18	5	this	this	DET
ajote-3944	18	6	goal	goal	NOUN
ajote-3944	18	7	includes	include	VERB
ajote-3944	18	8	equality	equality	NOUN
ajote-3944	18	9	of	of	ADP
ajote-3944	18	10	educational	educational	ADJ
ajote-3944	18	11	opportunities	opportunity	NOUN
ajote-3944	18	12	,	,	PUNCT
ajote-3944	18	13	increased	increase	VERB
ajote-3944	18	14	student	student	NOUN
ajote-3944	18	15	enrollment	enrollment	NOUN
ajote-3944	18	16	in	in	ADP
ajote-3944	18	17	school	school	NOUN
ajote-3944	18	18	,	,	PUNCT
ajote-3944	18	19	more	more	ADJ
ajote-3944	18	20	resources	resource	NOUN
ajote-3944	18	21	for	for	ADP
ajote-3944	18	22	learning	learning	NOUN
ajote-3944	18	23	,	,	PUNCT
ajote-3944	18	24	reduction	reduction	NOUN
ajote-3944	18	25	of	of	ADP
ajote-3944	18	26	students	student	NOUN
ajote-3944	18	27	’	’	PART
ajote-3944	18	28	dropout	dropout	NOUN
ajote-3944	18	29	rates	rate	NOUN
ajote-3944	18	30	,	,	PUNCT
ajote-3944	18	31	and	and	CCONJ
ajote-3944	18	32	recruiting	recruit	VERB
ajote-3944	18	33	more	more	ADV
ajote-3944	18	34	qualified	qualified	ADJ
ajote-3944	18	35	teachers	teacher	NOUN
ajote-3944	18	36	(	(	PUNCT
ajote-3944	18	37	ministry	ministry	PROPN
ajote-3944	18	38	of	of	ADP
ajote-3944	18	39	devolut	devolut	PROPN
ajote-3944	18	40	ion	ion	NOUN
ajote-3944	18	41	and	and	CCONJ
ajote-3944	18	42	planning	planning	NOUN
ajote-3944	18	43	,	,	PUNCT
ajote-3944	18	44	2013	2013	NUM
ajote-3944	18	45	;	;	PUNCT
ajote-3944	18	46	ministry	ministry	NOUN
ajote-3944	18	47	of	of	ADP
ajote-3944	18	48	economic	economic	PROPN
ajote-3944	18	49	planning	planning	NOUN
ajote-3944	18	50	and	and	CCONJ
ajote-3944	18	51	investment	investment	NOUN
ajote-3944	18	52	promotion	promotion	NOUN
ajote-3944	18	53	,	,	PUNCT
ajote-3944	18	54	2012	2012	NUM
ajote-3944	18	55	;	;	PUNCT
ajote-3944	18	56	national	national	ADJ
ajote-3944	18	57	economic	economic	ADJ
ajote-3944	18	58	and	and	CCONJ
ajote-3944	18	59	social	social	ADJ
ajote-3944	18	60	council	council	PROPN
ajote-3944	18	61	of	of	ADP
ajote-3944	18	62	kenya	kenya	PROPN
ajote-3944	18	63	,	,	PUNCT
ajote-3944	18	64	2014	2014	NUM
ajote-3944	18	65	)	)	PUNCT
ajote-3944	18	66	.	.	PUNCT
ajote-3944	19	1	one	one	NUM
ajote-3944	19	2	of	of	ADP
ajote-3944	19	3	the	the	DET
ajote-3944	19	4	pressing	press	VERB
ajote-3944	19	5	issues	issue	NOUN
ajote-3944	19	6	in	in	ADP
ajote-3944	19	7	educational	educational	ADJ
ajote-3944	19	8	development	development	NOUN
ajote-3944	19	9	is	be	AUX
ajote-3944	19	10	the	the	DET
ajote-3944	19	11	need	need	NOUN
ajote-3944	19	12	to	to	PART
ajote-3944	19	13	strengthen	strengthen	VERB
ajote-3944	19	14	mathematics	mathematics	NOUN
ajote-3944	19	15	development	development	NOUN
ajote-3944	19	16	among	among	ADP
ajote-3944	19	17	the	the	DET
ajote-3944	19	18	graduating	graduate	VERB
ajote-3944	19	19	high	high	ADJ
ajote-3944	19	20	school	school	NOUN
ajote-3944	19	21	students	student	NOUN
ajote-3944	19	22	and	and	CCONJ
ajote-3944	19	23	beyond	beyond	ADP
ajote-3944	19	24	(	(	PUNCT
ajote-3944	19	25	international	international	ADJ
ajote-3944	19	26	mathematics	mathematics	PROPN
ajote-3944	19	27	union	union	NOUN
ajote-3944	19	28	[	[	X
ajote-3944	19	29	imu	imu	NOUN
ajote-3944	19	30	]	]	X
ajote-3944	19	31	,	,	PUNCT
ajote-3944	19	32	2009	2009	NUM
ajote-3944	19	33	)	)	PUNCT
ajote-3944	19	34	.	.	PUNCT
ajote-3944	20	1	particularly	particularly	ADV
ajote-3944	20	2	,	,	PUNCT
ajote-3944	20	3	the	the	DET
ajote-3944	20	4	weakness	weakness	NOUN
ajote-3944	20	5	in	in	ADP
ajote-3944	20	6	the	the	DET
ajote-3944	20	7	teaching	teaching	NOUN
ajote-3944	20	8	of	of	ADP
ajote-3944	20	9	mathematics	mathematic	NOUN
ajote-3944	20	10	in	in	ADP
ajote-3944	20	11	the	the	DET
ajote-3944	20	12	primary	primary	ADJ
ajote-3944	20	13	schools	school	NOUN
ajote-3944	20	14	and	and	CCONJ
ajote-3944	20	15	lack	lack	NOUN
ajote-3944	20	16	of	of	ADP
ajote-3944	20	17	qualified	qualified	ADJ
ajote-3944	20	18	teachers	teacher	NOUN
ajote-3944	20	19	in	in	ADP
ajote-3944	20	20	secondary	secondary	ADJ
ajote-3944	20	21	schools	school	NOUN
ajote-3944	20	22	have	have	AUX
ajote-3944	20	23	been	be	AUX
ajote-3944	20	24	a	a	DET
ajote-3944	20	25	source	source	NOUN
ajote-3944	20	26	of	of	ADP
ajote-3944	20	27	concern	concern	NOUN
ajote-3944	20	28	among	among	ADP
ajote-3944	20	29	the	the	DET
ajote-3944	20	30	mathematics	mathematic	NOUN
ajote-3944	20	31	educators	educator	NOUN
ajote-3944	20	32	’	'	PUNCT
ajote-3944	20	33	community	community	NOUN
ajote-3944	20	34	in	in	ADP
ajote-3944	20	35	africa	africa	PROPN
ajote-3944	20	36	(	(	PUNCT
ajote-3944	20	37	imu	imu	NOUN
ajote-3944	20	38	,	,	PUNCT
ajote-3944	20	39	2009	2009	NUM
ajote-3944	20	40	)	)	PUNCT
ajote-3944	20	41	.	.	PUNCT
ajote-3944	21	1	further	far	ADV
ajote-3944	21	2	,	,	PUNCT
ajote-3944	21	3	to	to	PART
ajote-3944	21	4	be	be	AUX
ajote-3944	21	5	competitive	competitive	ADJ
ajote-3944	21	6	in	in	ADP
ajote-3944	21	7	the	the	DET
ajote-3944	21	8	21st	21st	ADJ
ajote-3944	21	9	-	-	PUNCT
ajote-3944	21	10	century	century	NOUN
ajote-3944	21	11	technology	technology	NOUN
ajote-3944	21	12	advancement	advancement	NOUN
ajote-3944	21	13	and	and	CCONJ
ajote-3944	21	14	to	to	PART
ajote-3944	21	15	be	be	AUX
ajote-3944	21	16	at	at	ADP
ajote-3944	21	17	par	par	NOUN
ajote-3944	21	18	with	with	ADP
ajote-3944	21	19	the	the	DET
ajote-3944	21	20	problem	problem	NOUN
ajote-3944	21	21	-	-	PUNCT
ajote-3944	21	22	solving	solve	VERB
ajote-3944	21	23	competency	competency	NOUN
ajote-3944	21	24	for	for	ADP
ajote-3944	21	25	the	the	DET
ajote-3944	21	26	present	present	ADJ
ajote-3944	21	27	economic	economic	ADJ
ajote-3944	21	28	development	development	NOUN
ajote-3944	21	29	in	in	ADP
ajote-3944	21	30	the	the	DET
ajote-3944	21	31	african	african	ADJ
ajote-3944	21	32	continent	continent	NOUN
ajote-3944	21	33	,	,	PUNCT
ajote-3944	21	34	there	there	PRON
ajote-3944	21	35	is	be	VERB
ajote-3944	21	36	a	a	DET
ajote-3944	21	37	need	need	NOUN
ajote-3944	21	38	for	for	SCONJ
ajote-3944	21	39	students	student	NOUN
ajote-3944	21	40	to	to	PART
ajote-3944	21	41	develop	develop	VERB
ajote-3944	21	42	problem	problem	NOUN
ajote-3944	21	43	-	-	PUNCT
ajote-3944	21	44	solving	solve	VERB
ajote-3944	21	45	and	and	CCONJ
ajote-3944	21	46	reasoning	reasoning	NOUN
ajote-3944	21	47	skills	skill	NOUN
ajote-3944	21	48	in	in	ADP
ajote-3944	21	49	their	their	PRON
ajote-3944	21	50	initial	initial	ADJ
ajote-3944	21	51	years	year	NOUN
ajote-3944	21	52	of	of	ADP
ajote-3944	21	53	learning	learn	VERB
ajote-3944	21	54	mathematics	mathematic	NOUN
ajote-3944	21	55	.	.	PUNCT
ajote-3944	22	1	for	for	ADP
ajote-3944	22	2	the	the	DET
ajote-3944	22	3	successful	successful	ADJ
ajote-3944	22	4	transition	transition	NOUN
ajote-3944	22	5	to	to	ADP
ajote-3944	22	6	higherlevel	higherlevel	NOUN
ajote-3944	22	7	mathematics	mathematic	NOUN
ajote-3944	22	8	and	and	CCONJ
ajote-3944	22	9	familiarity	familiarity	NOUN
ajote-3944	22	10	with	with	ADP
ajote-3944	22	11	higher	high	ADJ
ajote-3944	22	12	level	level	NOUN
ajote-3944	22	13	thinking	thinking	NOUN
ajote-3944	22	14	such	such	ADJ
ajote-3944	22	15	as	as	ADP
ajote-3944	22	16	critical	critical	ADJ
ajote-3944	22	17	thinking	thinking	NOUN
ajote-3944	22	18	and	and	CCONJ
ajote-3944	22	19	abstract	abstract	ADJ
ajote-3944	22	20	reasoning	reasoning	NOUN
ajote-3944	22	21	in	in	ADP
ajote-3944	22	22	mathematics	mathematic	NOUN
ajote-3944	22	23	,	,	PUNCT
ajote-3944	22	24	african	african	ADJ
ajote-3944	22	25	students	student	NOUN
ajote-3944	22	26	need	need	VERB
ajote-3944	22	27	to	to	PART
ajote-3944	22	28	be	be	AUX
ajote-3944	22	29	more	more	ADV
ajote-3944	22	30	grounded	ground	VERB
ajote-3944	22	31	in	in	ADP
ajote-3944	22	32	these	these	DET
ajote-3944	22	33	“	"	PUNCT
ajote-3944	22	34	21st	21st	ADJ
ajote-3944	22	35	-	-	PUNCT
ajote-3944	22	36	century	century	NOUN
ajote-3944	22	37	skills	skill	NOUN
ajote-3944	22	38	”	"	PUNCT
ajote-3944	22	39	(	(	PUNCT
ajote-3944	22	40	national	national	PROPN
ajote-3944	22	41	research	research	PROPN
ajote-3944	22	42	council	council	PROPN
ajote-3944	22	43	[	[	X
ajote-3944	22	44	nrc	nrc	PROPN
ajote-3944	22	45	]	]	PUNCT
ajote-3944	22	46	2013	2013	NUM
ajote-3944	22	47	,	,	PUNCT
ajote-3944	22	48	1	1	NUM
ajote-3944	22	49	)	)	PUNCT
ajote-3944	22	50	.	.	PUNCT
ajote-3944	23	1	consequently	consequently	ADV
ajote-3944	23	2	,	,	PUNCT
ajote-3944	23	3	these	these	DET
ajote-3944	23	4	skills	skill	NOUN
ajote-3944	23	5	enable	enable	VERB
ajote-3944	23	6	more	more	ADJ
ajote-3944	23	7	students	student	NOUN
ajote-3944	23	8	to	to	PART
ajote-3944	23	9	join	join	VERB
ajote-3944	23	10	professions	profession	NOUN
ajote-3944	23	11	that	that	PRON
ajote-3944	23	12	require	require	VERB
ajote-3944	23	13	competence	competence	NOUN
ajote-3944	23	14	in	in	ADP
ajote-3944	23	15	reasoning	reasoning	NOUN
ajote-3944	23	16	and	and	CCONJ
ajote-3944	23	17	problem	problem	NOUN
ajote-3944	23	18	solving	solving	NOUN
ajote-3944	23	19	.	.	PUNCT
ajote-3944	24	1	one	one	NUM
ajote-3944	24	2	of	of	ADP
ajote-3944	24	3	the	the	DET
ajote-3944	24	4	factors	factor	NOUN
ajote-3944	24	5	that	that	PRON
ajote-3944	24	6	can	can	AUX
ajote-3944	24	7	significantly	significantly	ADV
ajote-3944	24	8	influence	influence	VERB
ajote-3944	24	9	the	the	DET
ajote-3944	24	10	achievement	achievement	NOUN
ajote-3944	24	11	of	of	ADP
ajote-3944	24	12	students	student	NOUN
ajote-3944	24	13	is	be	AUX
ajote-3944	24	14	access	access	NOUN
ajote-3944	24	15	to	to	ADP
ajote-3944	24	16	qualified	qualified	ADJ
ajote-3944	24	17	teachers	teacher	NOUN
ajote-3944	24	18	.	.	PUNCT
ajote-3944	25	1	teacher	teacher	NOUN
ajote-3944	25	2	quality	quality	NOUN
ajote-3944	25	3	includes	include	VERB
ajote-3944	25	4	years	year	NOUN
ajote-3944	25	5	of	of	ADP
ajote-3944	25	6	teaching	teaching	NOUN
ajote-3944	25	7	experience	experience	NOUN
ajote-3944	25	8	,	,	PUNCT
ajote-3944	25	9	subject	subject	ADJ
ajote-3944	25	10	matter	matter	NOUN
ajote-3944	25	11	preparation	preparation	NOUN
ajote-3944	25	12	,	,	PUNCT
ajote-3944	25	13	professional	professional	ADJ
ajote-3944	25	14	development	development	NOUN
ajote-3944	25	15	attendance	attendance	NOUN
ajote-3944	25	16	,	,	PUNCT
ajote-3944	25	17	certification	certification	NOUN
ajote-3944	25	18	status	status	NOUN
ajote-3944	25	19	,	,	PUNCT
ajote-3944	25	20	and	and	CCONJ
ajote-3944	25	21	educational	educational	ADJ
ajote-3944	25	22	level	level	NOUN
ajote-3944	25	23	(	(	PUNCT
ajote-3944	25	24	akiba	akiba	PROPN
ajote-3944	25	25	,	,	PUNCT
ajote-3944	25	26	letendre	letendre	PROPN
ajote-3944	25	27	,	,	PUNCT
ajote-3944	25	28	&	&	CCONJ
ajote-3944	25	29	scribner	scribner	PROPN
ajote-3944	25	30	,	,	PUNCT
ajote-3944	25	31	2007	2007	NUM
ajote-3944	25	32	;	;	PUNCT
ajote-3944	25	33	goe	goe	NOUN
ajote-3944	25	34	,	,	PUNCT
ajote-3944	25	35	2007	2007	NUM
ajote-3944	25	36	)	)	PUNCT
ajote-3944	25	37	.	.	PUNCT
ajote-3944	26	1	previous	previous	ADJ
ajote-3944	26	2	studies	study	NOUN
ajote-3944	26	3	done	do	VERB
ajote-3944	26	4	mostly	mostly	ADV
ajote-3944	26	5	in	in	ADP
ajote-3944	26	6	the	the	DET
ajote-3944	26	7	united	united	PROPN
ajote-3944	26	8	states	states	PROPN
ajote-3944	26	9	indicate	indicate	VERB
ajote-3944	26	10	that	that	SCONJ
ajote-3944	26	11	teacher	teacher	NOUN
ajote-3944	26	12	quality	quality	NOUN
ajote-3944	26	13	has	have	VERB
ajote-3944	26	14	an	an	DET
ajote-3944	26	15	influence	influence	NOUN
ajote-3944	26	16	on	on	ADP
ajote-3944	26	17	students	student	NOUN
ajote-3944	26	18	’	'	PUNCT
ajote-3944	26	19	academic	academic	ADJ
ajote-3944	26	20	achievement	achievement	NOUN
ajote-3944	26	21	(	(	PUNCT
ajote-3944	26	22	clotfelter	clotfelter	ADV
ajote-3944	26	23	,	,	PUNCT
ajote-3944	26	24	ladd	ladd	NOUN
ajote-3944	26	25	,	,	PUNCT
ajote-3944	26	26	and	and	CCONJ
ajote-3944	26	27	vidor	vidor	NOUN
ajote-3944	26	28	,	,	PUNCT
ajote-3944	26	29	2010	2010	NUM
ajote-3944	26	30	;	;	PUNCT
ajote-3944	26	31	darling	darling	NOUN
ajote-3944	26	32	-	-	PUNCT
ajote-3944	26	33	hammond	hammond	NOUN
ajote-3944	26	34	,	,	PUNCT
ajote-3944	26	35	2000	2000	NUM
ajote-3944	26	36	;	;	PUNCT
ajote-3944	26	37	goldhaber	goldhaber	NOUN
ajote-3944	26	38	and	and	CCONJ
ajote-3944	26	39	anthony	anthony	PROPN
ajote-3944	26	40	(	(	PUNCT
ajote-3944	26	41	2007	2007	NUM
ajote-3944	26	42	)	)	PUNCT
ajote-3944	26	43	;	;	PUNCT
ajote-3944	26	44	nrc	nrc	PROPN
ajote-3944	26	45	,	,	PUNCT
ajote-3944	26	46	2010	2010	NUM
ajote-3944	26	47	;	;	PUNCT
ajote-3944	26	48	wayne	wayne	PROPN
ajote-3944	26	49	&	&	CCONJ
ajote-3944	26	50	youngs	youngs	PROPN
ajote-3944	26	51	,	,	PUNCT
ajote-3944	26	52	2003	2003	NUM
ajote-3944	26	53	;	;	PUNCT
ajote-3944	26	54	wilson	wilson	PROPN
ajote-3944	26	55	,	,	PUNCT
ajote-3944	26	56	floden	floden	PROPN
ajote-3944	26	57	,	,	PUNCT
ajote-3944	26	58	&	&	CCONJ
ajote-3944	26	59	ferrini	ferrini	ADV
ajote-3944	26	60	-	-	PUNCT
ajote-3944	26	61	mundy	mundy	NOUN
ajote-3944	26	62	,	,	PUNCT
ajote-3944	26	63	2002	2002	NUM
ajote-3944	26	64	)	)	PUNCT
ajote-3944	26	65	.	.	PUNCT
ajote-3944	27	1	however	however	ADV
ajote-3944	27	2	,	,	PUNCT
ajote-3944	27	3	teacher	teacher	NOUN
ajote-3944	27	4	quality	quality	NOUN
ajote-3944	27	5	is	be	AUX
ajote-3944	27	6	low	low	ADJ
ajote-3944	27	7	in	in	ADP
ajote-3944	27	8	some	some	DET
ajote-3944	27	9	african	african	ADJ
ajote-3944	27	10	countries	country	NOUN
ajote-3944	27	11	(	(	PUNCT
ajote-3944	27	12	e.g.	e.g.	ADV
ajote-3944	27	13	,	,	PUNCT
ajote-3944	27	14	kisirkoi	kisirkoi	PROPN
ajote-3944	27	15	&	&	CCONJ
ajote-3944	27	16	kadenyi	kadenyi	PROPN
ajote-3944	27	17	,	,	PUNCT
ajote-3944	27	18	2012	2012	NUM
ajote-3944	27	19	)	)	PUNCT
ajote-3944	27	20	and	and	CCONJ
ajote-3944	27	21	influences	influence	VERB
ajote-3944	27	22	students	student	NOUN
ajote-3944	27	23	’	'	PUNCT
ajote-3944	27	24	learning	learn	VERB
ajote-3944	27	25	(	(	PUNCT
ajote-3944	27	26	kisirkoi	kisirkoi	NOUN
ajote-3944	27	27	and	and	CCONJ
ajote-3944	27	28	kadenyi	kadenyi	PROPN
ajote-3944	27	29	,	,	PUNCT
ajote-3944	27	30	2012	2012	NUM
ajote-3944	27	31	)	)	PUNCT
ajote-3944	27	32	.	.	PUNCT
ajote-3944	28	1	a	a	DET
ajote-3944	28	2	growing	grow	VERB
ajote-3944	28	3	body	body	NOUN
ajote-3944	28	4	of	of	ADP
ajote-3944	28	5	research	research	NOUN
ajote-3944	28	6	on	on	ADP
ajote-3944	28	7	teacher	teacher	NOUN
ajote-3944	28	8	quality	quality	NOUN
ajote-3944	28	9	in	in	ADP
ajote-3944	28	10	africa	africa	PROPN
ajote-3944	28	11	considers	consider	VERB
ajote-3944	28	12	it	it	PRON
ajote-3944	28	13	as	as	ADP
ajote-3944	28	14	a	a	DET
ajote-3944	28	15	quality	quality	NOUN
ajote-3944	28	16	assurance	assurance	NOUN
ajote-3944	28	17	measure	measure	NOUN
ajote-3944	28	18	.	.	PUNCT
ajote-3944	29	1	the	the	DET
ajote-3944	29	2	general	general	ADJ
ajote-3944	29	3	studies	study	NOUN
ajote-3944	29	4	provide	provide	VERB
ajote-3944	29	5	descriptions	description	NOUN
ajote-3944	29	6	on	on	ADP
ajote-3944	29	7	teacher	teacher	NOUN
ajote-3944	29	8	quality	quality	NOUN
ajote-3944	29	9	between	between	ADP
ajote-3944	29	10	and	and	CCONJ
ajote-3944	29	11	within	within	ADP
ajote-3944	29	12	countries	country	NOUN
ajote-3944	29	13	rachel	rachel	PROPN
ajote-3944	29	14	angela	angela	PROPN
ajote-3944	29	15	ayieko	ayieko	PROPN
ajote-3944	29	16	,	,	PUNCT
ajote-3944	29	17	gibbs	gibbs	PROPN
ajote-3944	29	18	kanyongo	kanyongo	PROPN
ajote-3944	29	19	,	,	PUNCT
ajote-3944	29	20	bryan	bryan	PROPN
ajote-3944	29	21	nelson	nelson	PROPN
ajote-3944	29	22	68	68	NUM
ajote-3944	29	23	ajote	ajote	PROPN
ajote-3944	29	24	vol	vol	NOUN
ajote-3944	29	25	.	.	PUNCT
ajote-3944	30	1	7	7	X
ajote-3944	30	2	.	.	X
ajote-3944	30	3	no	no	INTJ
ajote-3944	30	4	.	.	NOUN
ajote-3944	30	5	1	1	NUM
ajote-3944	30	6	,	,	PUNCT
ajote-3944	30	7	pp	pp	ADJ
ajote-3944	30	8	.	.	PUNCT
ajote-3944	31	1	66	66	NUM
ajote-3944	31	2	-94	-94	NUM
ajote-3944	31	3	(	(	PUNCT
ajote-3944	31	4	hunt	hunt	NOUN
ajote-3944	31	5	,	,	PUNCT
ajote-3944	31	6	2015	2015	NUM
ajote-3944	31	7	;	;	PUNCT
ajote-3944	31	8	makuwa	makuwa	PROPN
ajote-3944	31	9	2011	2011	NUM
ajote-3944	31	10	)	)	PUNCT
ajote-3944	31	11	.	.	PUNCT
ajote-3944	32	1	for	for	ADP
ajote-3944	32	2	instance	instance	NOUN
ajote-3944	32	3	,	,	PUNCT
ajote-3944	32	4	teacher	teacher	NOUN
ajote-3944	32	5	quality	quality	NOUN
ajote-3944	32	6	in	in	ADP
ajote-3944	32	7	subsaharan	subsaharan	PROPN
ajote-3944	32	8	africa	africa	PROPN
ajote-3944	32	9	differs	differ	VERB
ajote-3944	32	10	significantly	significantly	ADV
ajote-3944	32	11	between	between	ADP
ajote-3944	32	12	countries	country	NOUN
ajote-3944	32	13	(	(	PUNCT
ajote-3944	32	14	bonnet	bonnet	NOUN
ajote-3944	32	15	,	,	PUNCT
ajote-3944	32	16	2008	2008	NUM
ajote-3944	32	17	;	;	PUNCT
ajote-3944	32	18	carnoy	carnoy	PROPN
ajote-3944	32	19	&	&	CCONJ
ajote-3944	32	20	arends	arends	PROPN
ajote-3944	32	21	;	;	PUNCT
ajote-3944	32	22	makuwa	makuwa	PROPN
ajote-3944	32	23	,	,	PUNCT
ajote-3944	32	24	2011	2011	NUM
ajote-3944	32	25	)	)	PUNCT
ajote-3944	32	26	.	.	PUNCT
ajote-3944	33	1	some	some	DET
ajote-3944	33	2	research	research	NOUN
ajote-3944	33	3	indicates	indicate	VERB
ajote-3944	33	4	that	that	SCONJ
ajote-3944	33	5	kenyan	kenyan	PROPN
ajote-3944	33	6	elementary	elementary	PROPN
ajote-3944	33	7	teachers	teacher	NOUN
ajote-3944	33	8	are	be	AUX
ajote-3944	33	9	amongst	amongst	ADP
ajote-3944	33	10	the	the	DET
ajote-3944	33	11	most	most	ADV
ajote-3944	33	12	qualified	qualified	ADJ
ajote-3944	33	13	in	in	ADP
ajote-3944	33	14	sub	sub	ADJ
ajote-3944	33	15	-	-	ADJ
ajote-3944	33	16	sahara	sahara	ADJ
ajote-3944	33	17	africa	africa	PROPN
ajote-3944	33	18	but	but	CCONJ
ajote-3944	33	19	do	do	AUX
ajote-3944	33	20	not	not	PART
ajote-3944	33	21	have	have	VERB
ajote-3944	33	22	high	high	ADJ
ajote-3944	33	23	academic	academic	ADJ
ajote-3944	33	24	qualifications	qualification	NOUN
ajote-3944	33	25	when	when	SCONJ
ajote-3944	33	26	compared	compare	VERB
ajote-3944	33	27	to	to	ADP
ajote-3944	33	28	teachers	teacher	NOUN
ajote-3944	33	29	in	in	ADP
ajote-3944	33	30	developed	develop	VERB
ajote-3944	33	31	nations	nation	NOUN
ajote-3944	33	32	(	(	PUNCT
ajote-3944	33	33	bonnet	bonnet	NOUN
ajote-3944	33	34	,	,	PUNCT
ajote-3944	33	35	2008	2008	NUM
ajote-3944	33	36	)	)	PUNCT
ajote-3944	33	37	,	,	PUNCT
ajote-3944	33	38	yet	yet	CCONJ
ajote-3944	33	39	more	more	ADJ
ajote-3944	33	40	than	than	ADP
ajote-3944	33	41	95	95	NUM
ajote-3944	33	42	%	%	NOUN
ajote-3944	33	43	of	of	ADP
ajote-3944	33	44	their	their	PRON
ajote-3944	33	45	teachers	teacher	NOUN
ajote-3944	33	46	had	have	VERB
ajote-3944	33	47	the	the	DET
ajote-3944	33	48	highest	high	ADJ
ajote-3944	33	49	mathematics	mathematic	NOUN
ajote-3944	33	50	competencies	competency	NOUN
ajote-3944	33	51	.	.	PUNCT
ajote-3944	34	1	kenya	kenya	PROPN
ajote-3944	34	2	and	and	CCONJ
ajote-3944	34	3	zimbabwe	zimbabwe	PROPN
ajote-3944	34	4	made	make	VERB
ajote-3944	34	5	improving	improve	VERB
ajote-3944	34	6	education	education	NOUN
ajote-3944	34	7	part	part	NOUN
ajote-3944	34	8	of	of	ADP
ajote-3944	34	9	their	their	PRON
ajote-3944	34	10	millennium	millennium	NOUN
ajote-3944	34	11	and	and	CCONJ
ajote-3944	34	12	“	"	PUNCT
ajote-3944	34	13	vision	vision	NOUN
ajote-3944	34	14	2030	2030	NUM
ajote-3944	34	15	”	"	PUNCT
ajote-3944	34	16	goals	goal	NOUN
ajote-3944	34	17	and	and	CCONJ
ajote-3944	34	18	students	student	NOUN
ajote-3944	34	19	’	’	PART
ajote-3944	34	20	mathematics	mathematic	NOUN
ajote-3944	34	21	achievement	achievement	NOUN
ajote-3944	34	22	in	in	ADP
ajote-3944	34	23	both	both	DET
ajote-3944	34	24	countries	country	NOUN
ajote-3944	34	25	was	be	AUX
ajote-3944	34	26	above	above	ADP
ajote-3944	34	27	sacmeq	sacmeq	PROPN
ajote-3944	34	28	average	average	NOUN
ajote-3944	34	29	(	(	PUNCT
ajote-3944	34	30	wasanga	wasanga	ADJ
ajote-3944	34	31	,	,	PUNCT
ajote-3944	34	32	ogle	ogle	VERB
ajote-3944	34	33	&	&	CCONJ
ajote-3944	34	34	wambua	wambua	PROPN
ajote-3944	34	35	,	,	PUNCT
ajote-3944	34	36	2011	2011	NUM
ajote-3944	34	37	)	)	PUNCT
ajote-3944	34	38	.	.	PUNCT
ajote-3944	35	1	however	however	ADV
ajote-3944	35	2	,	,	PUNCT
ajote-3944	35	3	within	within	ADP
ajote-3944	35	4	these	these	DET
ajote-3944	35	5	countries	country	NOUN
ajote-3944	35	6	,	,	PUNCT
ajote-3944	35	7	the	the	DET
ajote-3944	35	8	students	student	NOUN
ajote-3944	35	9	’	’	PART
ajote-3944	35	10	mathematics	mathematic	NOUN
ajote-3944	35	11	achievement	achievement	NOUN
ajote-3944	35	12	varies	vary	VERB
ajote-3944	35	13	across	across	ADP
ajote-3944	35	14	the	the	DET
ajote-3944	35	15	regions	region	NOUN
ajote-3944	35	16	(	(	PUNCT
ajote-3944	35	17	chitiga	chitiga	NOUN
ajote-3944	35	18	&	&	CCONJ
ajote-3944	35	19	chinooga	chinooga	NOUN
ajote-3944	35	20	,	,	PUNCT
ajote-3944	35	21	2011	2011	NUM
ajote-3944	35	22	;	;	PUNCT
ajote-3944	35	23	wasanga	wasanga	PROPN
ajote-3944	35	24	et	et	PROPN
ajote-3944	35	25	al	al	PROPN
ajote-3944	35	26	.	.	PROPN
ajote-3944	35	27	,	,	PUNCT
ajote-3944	35	28	2011	2011	NUM
ajote-3944	35	29	)	)	PUNCT
ajote-3944	35	30	.	.	PUNCT
ajote-3944	36	1	notwithstanding	notwithstanding	ADV
ajote-3944	36	2	,	,	PUNCT
ajote-3944	36	3	studies	study	NOUN
ajote-3944	36	4	on	on	ADP
ajote-3944	36	5	the	the	DET
ajote-3944	36	6	link	link	NOUN
ajote-3944	36	7	between	between	ADP
ajote-3944	36	8	teacher	teacher	NOUN
ajote-3944	36	9	quality	quality	NOUN
ajote-3944	36	10	and	and	CCONJ
ajote-3944	36	11	students	student	NOUN
ajote-3944	36	12	’	'	PUNCT
ajote-3944	36	13	learning	learn	VERB
ajote-3944	36	14	is	be	AUX
ajote-3944	36	15	scant	scant	ADJ
ajote-3944	36	16	in	in	ADP
ajote-3944	36	17	the	the	DET
ajote-3944	36	18	literature	literature	NOUN
ajote-3944	36	19	on	on	ADP
ajote-3944	36	20	mathematics	mathematic	NOUN
ajote-3944	36	21	education	education	NOUN
ajote-3944	36	22	in	in	ADP
ajote-3944	36	23	these	these	DET
ajote-3944	36	24	countries	country	NOUN
ajote-3944	36	25	.	.	PUNCT
ajote-3944	37	1	the	the	DET
ajote-3944	37	2	purpose	purpose	NOUN
ajote-3944	37	3	of	of	ADP
ajote-3944	37	4	this	this	DET
ajote-3944	37	5	study	study	NOUN
ajote-3944	37	6	,	,	PUNCT
ajote-3944	37	7	therefore	therefore	ADV
ajote-3944	37	8	,	,	PUNCT
ajote-3944	37	9	is	be	AUX
ajote-3944	37	10	to	to	PART
ajote-3944	37	11	identify	identify	VERB
ajote-3944	37	12	the	the	DET
ajote-3944	37	13	significant	significant	ADJ
ajote-3944	37	14	teacher	teacher	NOUN
ajote-3944	37	15	quality	quality	NOUN
ajote-3944	37	16	factors	factor	NOUN
ajote-3944	37	17	that	that	PRON
ajote-3944	37	18	influence	influence	VERB
ajote-3944	37	19	sixth	sixth	ADJ
ajote-3944	37	20	-	-	PUNCT
ajote-3944	37	21	grade	grade	NOUN
ajote-3944	37	22	students	student	NOUN
ajote-3944	37	23	’	’	PART
ajote-3944	37	24	mathematics	mathematic	NOUN
ajote-3944	37	25	competencies	competency	NOUN
ajote-3944	37	26	and	and	CCONJ
ajote-3944	37	27	to	to	PART
ajote-3944	37	28	compare	compare	VERB
ajote-3944	37	29	the	the	DET
ajote-3944	37	30	distribution	distribution	NOUN
ajote-3944	37	31	of	of	ADP
ajote-3944	37	32	these	these	DET
ajote-3944	37	33	factors	factor	NOUN
ajote-3944	37	34	within	within	ADP
ajote-3944	37	35	,	,	PUNCT
ajote-3944	37	36	kenya	kenya	NOUN
ajote-3944	37	37	,	,	PUNCT
ajote-3944	37	38	and	and	CCONJ
ajote-3944	37	39	zimbabwe	zimbabwe	NOUN
ajote-3944	37	40	.	.	PUNCT
ajote-3944	38	1	the	the	DET
ajote-3944	38	2	sixth	sixth	ADJ
ajote-3944	38	3	-	-	PUNCT
ajote-3944	38	4	grade	grade	NOUN
ajote-3944	38	5	students	student	NOUN
ajote-3944	38	6	’	'	PUNCT
ajote-3944	38	7	mathematics	mathematic	NOUN
ajote-3944	38	8	competencies	competency	NOUN
ajote-3944	38	9	provide	provide	VERB
ajote-3944	38	10	information	information	NOUN
ajote-3944	38	11	about	about	ADP
ajote-3944	38	12	their	their	PRON
ajote-3944	38	13	level	level	NOUN
ajote-3944	38	14	of	of	ADP
ajote-3944	38	15	foundational	foundational	ADJ
ajote-3944	38	16	mathematics	mathematics	PROPN
ajote-3944	38	17	competency	competency	NOUN
ajote-3944	38	18	levels	level	NOUN
ajote-3944	38	19	that	that	PRON
ajote-3944	38	20	is	be	AUX
ajote-3944	38	21	essential	essential	ADJ
ajote-3944	38	22	for	for	ADP
ajote-3944	38	23	success	success	NOUN
ajote-3944	38	24	in	in	ADP
ajote-3944	38	25	learning	learn	VERB
ajote-3944	38	26	more	more	ADV
ajote-3944	38	27	advanced	advanced	ADJ
ajote-3944	38	28	mathematics	mathematic	NOUN
ajote-3944	38	29	.	.	PUNCT
ajote-3944	39	1	this	this	DET
ajote-3944	39	2	study	study	NOUN
ajote-3944	39	3	contributes	contribute	VERB
ajote-3944	39	4	information	information	NOUN
ajote-3944	39	5	on	on	ADP
ajote-3944	39	6	possible	possible	ADJ
ajote-3944	39	7	teacher	teacher	NOUN
ajote-3944	39	8	quality	quality	NOUN
ajote-3944	39	9	factors	factor	NOUN
ajote-3944	39	10	that	that	PRON
ajote-3944	39	11	contribute	contribute	VERB
ajote-3944	39	12	to	to	ADP
ajote-3944	39	13	students	student	NOUN
ajote-3944	39	14	’	'	PUNCT
ajote-3944	39	15	success	success	NOUN
ajote-3944	39	16	,	,	PUNCT
ajote-3944	39	17	or	or	CCONJ
ajote-3944	39	18	lack	lack	NOUN
ajote-3944	39	19	thereof	thereof	ADV
ajote-3944	39	20	,	,	PUNCT
ajote-3944	39	21	of	of	ADP
ajote-3944	39	22	higher	high	ADJ
ajote-3944	39	23	order	order	NOUN
ajote-3944	39	24	mathematics	mathematic	NOUN
ajote-3944	39	25	competencies	competency	NOUN
ajote-3944	39	26	.	.	PUNCT
ajote-3944	40	1	kenya	kenya	PROPN
ajote-3944	40	2	and	and	CCONJ
ajote-3944	40	3	zimbabwe	zimbabwe	PROPN
ajote-3944	40	4	were	be	AUX
ajote-3944	40	5	among	among	ADP
ajote-3944	40	6	the	the	DET
ajote-3944	40	7	countries	country	NOUN
ajote-3944	40	8	whose	whose	DET
ajote-3944	40	9	students	student	NOUN
ajote-3944	40	10	and	and	CCONJ
ajote-3944	40	11	teachers	teacher	NOUN
ajote-3944	40	12	participated	participate	VERB
ajote-3944	40	13	in	in	ADP
ajote-3944	40	14	the	the	DET
ajote-3944	40	15	sacmeq	sacmeq	NOUN
ajote-3944	40	16	survey	survey	NOUN
ajote-3944	40	17	.	.	PUNCT
ajote-3944	41	1	the	the	DET
ajote-3944	41	2	ministries	ministry	NOUN
ajote-3944	41	3	of	of	ADP
ajote-3944	41	4	education	education	NOUN
ajote-3944	41	5	in	in	ADP
ajote-3944	41	6	these	these	DET
ajote-3944	41	7	two	two	NUM
ajote-3944	41	8	countries	country	NOUN
ajote-3944	41	9	have	have	AUX
ajote-3944	41	10	made	make	VERB
ajote-3944	41	11	significant	significant	ADJ
ajote-3944	41	12	efforts	effort	NOUN
ajote-3944	41	13	to	to	PART
ajote-3944	41	14	improve	improve	VERB
ajote-3944	41	15	the	the	DET
ajote-3944	41	16	teaching	teaching	NOUN
ajote-3944	41	17	and	and	CCONJ
ajote-3944	41	18	learning	learning	NOUN
ajote-3944	41	19	of	of	ADP
ajote-3944	41	20	mathematics	mathematic	NOUN
ajote-3944	41	21	.	.	PUNCT
ajote-3944	42	1	these	these	DET
ajote-3944	42	2	countries	country	NOUN
ajote-3944	42	3	,	,	PUNCT
ajote-3944	42	4	therefore	therefore	ADV
ajote-3944	42	5	,	,	PUNCT
ajote-3944	42	6	provide	provide	VERB
ajote-3944	42	7	vital	vital	ADJ
ajote-3944	42	8	information	information	NOUN
ajote-3944	42	9	on	on	ADP
ajote-3944	42	10	the	the	DET
ajote-3944	42	11	differences	difference	NOUN
ajote-3944	42	12	and	and	CCONJ
ajote-3944	42	13	similarities	similarity	NOUN
ajote-3944	42	14	in	in	ADP
ajote-3944	42	15	policy	policy	NOUN
ajote-3944	42	16	and	and	CCONJ
ajote-3944	42	17	practice	practice	NOUN
ajote-3944	42	18	that	that	PRON
ajote-3944	42	19	guide	guide	VERB
ajote-3944	42	20	the	the	DET
ajote-3944	42	21	teaching	teaching	NOUN
ajote-3944	42	22	and	and	CCONJ
ajote-3944	42	23	learning	learning	NOUN
ajote-3944	42	24	of	of	ADP
ajote-3944	42	25	mathematics	mathematic	NOUN
ajote-3944	42	26	in	in	ADP
ajote-3944	42	27	southern	southern	ADJ
ajote-3944	42	28	and	and	CCONJ
ajote-3944	42	29	eastern	eastern	PROPN
ajote-3944	42	30	africa	africa	PROPN
ajote-3944	42	31	.	.	PUNCT
ajote-3944	43	1	teacher	teacher	NOUN
ajote-3944	43	2	quality	quality	NOUN
ajote-3944	43	3	is	be	AUX
ajote-3944	43	4	one	one	NUM
ajote-3944	43	5	of	of	ADP
ajote-3944	43	6	the	the	DET
ajote-3944	43	7	factors	factor	NOUN
ajote-3944	43	8	that	that	PRON
ajote-3944	43	9	relates	relate	VERB
ajote-3944	43	10	to	to	ADP
ajote-3944	43	11	students	student	NOUN
ajote-3944	43	12	’	'	PUNCT
ajote-3944	43	13	learning	learning	NOUN
ajote-3944	43	14	.	.	PUNCT
ajote-3944	44	1	it	it	PRON
ajote-3944	44	2	influences	influence	VERB
ajote-3944	44	3	instructiona	instructiona	NOUN
ajote-3944	44	4	l	l	PROPN
ajote-3944	44	5	approaches	approach	NOUN
ajote-3944	44	6	,	,	PUNCT
ajote-3944	44	7	curriculum	curriculum	NOUN
ajote-3944	44	8	use	use	NOUN
ajote-3944	44	9	,	,	PUNCT
ajote-3944	44	10	and	and	CCONJ
ajote-3944	44	11	student	student	NOUN
ajote-3944	44	12	achievement	achievement	NOUN
ajote-3944	44	13	.	.	PUNCT
ajote-3944	45	1	this	this	DET
ajote-3944	45	2	study	study	NOUN
ajote-3944	45	3	draws	draw	VERB
ajote-3944	45	4	on	on	ADP
ajote-3944	45	5	the	the	DET
ajote-3944	45	6	teacher	teacher	NOUN
ajote-3944	45	7	quality	quality	NOUN
ajote-3944	45	8	framework	framework	NOUN
ajote-3944	45	9	and	and	CCONJ
ajote-3944	45	10	cites	cite	VERB
ajote-3944	45	11	literature	literature	NOUN
ajote-3944	45	12	on	on	ADP
ajote-3944	45	13	teacher	teacher	NOUN
ajote-3944	45	14	quality	quality	NOUN
ajote-3944	45	15	research	research	NOUN
ajote-3944	45	16	across	across	ADP
ajote-3944	45	17	and	and	CCONJ
ajote-3944	45	18	within	within	ADP
ajote-3944	45	19	nations	nation	NOUN
ajote-3944	45	20	.	.	PUNCT
ajote-3944	46	1	the	the	DET
ajote-3944	46	2	summary	summary	NOUN
ajote-3944	46	3	of	of	ADP
ajote-3944	46	4	the	the	DET
ajote-3944	46	5	research	research	NOUN
ajote-3944	46	6	begins	begin	VERB
ajote-3944	46	7	with	with	ADP
ajote-3944	46	8	teacher	teacher	NOUN
ajote-3944	46	9	quality	quality	NOUN
ajote-3944	46	10	defined	define	VERB
ajote-3944	46	11	in	in	ADP
ajote-3944	46	12	a	a	DET
ajote-3944	46	13	general	general	ADJ
ajote-3944	46	14	sense	sense	NOUN
ajote-3944	46	15	by	by	ADP
ajote-3944	46	16	identifying	identify	VERB
ajote-3944	46	17	factors	factor	NOUN
ajote-3944	46	18	indicative	indicative	ADJ
ajote-3944	46	19	of	of	ADP
ajote-3944	46	20	high	high	ADJ
ajote-3944	46	21	-	-	PUNCT
ajote-3944	46	22	quality	quality	NOUN
ajote-3944	46	23	teachers	teacher	NOUN
ajote-3944	46	24	.	.	PUNCT
ajote-3944	47	1	next	next	ADJ
ajote-3944	47	2	,	,	PUNCT
ajote-3944	47	3	specific	specific	ADJ
ajote-3944	47	4	studies	study	NOUN
ajote-3944	47	5	on	on	ADP
ajote-3944	47	6	teacher	teacher	NOUN
ajote-3944	47	7	quality	quality	NOUN
ajote-3944	47	8	across	across	ADP
ajote-3944	47	9	different	different	ADJ
ajote-3944	47	10	nations	nation	NOUN
ajote-3944	47	11	are	be	AUX
ajote-3944	47	12	summarized	summarize	VERB
ajote-3944	47	13	.	.	PUNCT
ajote-3944	48	1	included	include	VERB
ajote-3944	48	2	are	be	AUX
ajote-3944	48	3	studies	study	NOUN
ajote-3944	48	4	comparing	compare	VERB
ajote-3944	48	5	national	national	ADJ
ajote-3944	48	6	education	education	NOUN
ajote-3944	48	7	policies	policy	NOUN
ajote-3944	48	8	from	from	ADP
ajote-3944	48	9	around	around	ADP
ajote-3944	48	10	the	the	DET
ajote-3944	48	11	world	world	NOUN
ajote-3944	48	12	,	,	PUNCT
ajote-3944	48	13	smaller	small	ADJ
ajote-3944	48	14	settings	setting	NOUN
ajote-3944	48	15	such	such	ADJ
ajote-3944	48	16	as	as	ADP
ajote-3944	48	17	selected	select	VERB
ajote-3944	48	18	states	state	NOUN
ajote-3944	48	19	in	in	ADP
ajote-3944	48	20	america	america	PROPN
ajote-3944	48	21	,	,	PUNCT
ajote-3944	48	22	turkey	turkey	PROPN
ajote-3944	48	23	,	,	PUNCT
ajote-3944	48	24	and	and	CCONJ
ajote-3944	48	25	different	different	ADJ
ajote-3944	48	26	contexts	context	NOUN
ajote-3944	48	27	in	in	ADP
ajote-3944	48	28	sub	sub	ADJ
ajote-3944	48	29	-	-	ADJ
ajote-3944	48	30	sahara	sahara	ADJ
ajote-3944	48	31	africa	africa	PROPN
ajote-3944	48	32	.	.	PUNCT
ajote-3944	49	1	finally	finally	ADV
ajote-3944	49	2	,	,	PUNCT
ajote-3944	49	3	we	we	PRON
ajote-3944	49	4	understanding	understand	VERB
ajote-3944	49	5	the	the	DET
ajote-3944	49	6	relationships	relationship	NOUN
ajote-3944	49	7	between	between	ADP
ajote-3944	49	8	teacher	teacher	NOUN
ajote-3944	49	9	quality	quality	NOUN
ajote-3944	49	10	and	and	CCONJ
ajote-3944	49	11	sixth	sixth	ADJ
ajote-3944	49	12	grade	grade	NOUN
ajote-3944	49	13	students	student	NOUN
ajote-3944	49	14	’	'	PUNCT
ajote-3944	49	15	mathematics	mathematic	NOUN
ajote-3944	49	16	competencies	competency	NOUN
ajote-3944	49	17	in	in	ADP
ajote-3944	49	18	kenya	kenya	PROPN
ajote-3944	49	19	and	and	CCONJ
ajote-3944	49	20	zimbabwe	zimbabwe	ADJ
ajote-3944	49	21	69	69	NUM
ajote-3944	49	22	ajote	ajote	NOUN
ajote-3944	49	23	vol	vol	NOUN
ajote-3944	49	24	.	.	PUNCT
ajote-3944	50	1	7	7	X
ajote-3944	50	2	.	.	X
ajote-3944	50	3	no	no	INTJ
ajote-3944	50	4	.	.	NOUN
ajote-3944	50	5	1	1	NUM
ajote-3944	50	6	,	,	PUNCT
ajote-3944	50	7	pp	pp	ADJ
ajote-3944	50	8	.	.	PUNCT
ajote-3944	51	1	66	66	NUM
ajote-3944	51	2	-94	-94	PUNCT
ajote-3944	51	3	provide	provide	VERB
ajote-3944	51	4	a	a	DET
ajote-3944	51	5	summary	summary	NOUN
ajote-3944	51	6	of	of	ADP
ajote-3944	51	7	several	several	ADJ
ajote-3944	51	8	policy	policy	NOUN
ajote-3944	51	9	reviews	review	NOUN
ajote-3944	51	10	on	on	ADP
ajote-3944	51	11	student	student	NOUN
ajote-3944	51	12	achievement	achievement	NOUN
ajote-3944	51	13	in	in	ADP
ajote-3944	51	14	kenya	kenya	PROPN
ajote-3944	51	15	and	and	CCONJ
ajote-3944	51	16	zimbabwe	zimbabwe	PROPN
ajote-3944	51	17	are	be	AUX
ajote-3944	51	18	presented	present	VERB
ajote-3944	51	19	.	.	PUNCT
ajote-3944	52	1	theoretical	theoretical	ADJ
ajote-3944	52	2	framework	framework	NOUN
ajote-3944	52	3	defining	define	VERB
ajote-3944	52	4	teacher	teacher	NOUN
ajote-3944	52	5	quality	quality	NOUN
ajote-3944	52	6	teacher	teacher	NOUN
ajote-3944	52	7	quality	quality	NOUN
ajote-3944	52	8	or	or	CCONJ
ajote-3944	52	9	teacher	teacher	NOUN
ajote-3944	52	10	characteristics	characteristic	NOUN
ajote-3944	52	11	include	include	VERB
ajote-3944	52	12	teaching	teaching	NOUN
ajote-3944	52	13	experience	experience	NOUN
ajote-3944	52	14	,	,	PUNCT
ajote-3944	52	15	subject	subject	ADJ
ajote-3944	52	16	matter	matter	NOUN
ajote-3944	52	17	preparation	preparation	NOUN
ajote-3944	52	18	,	,	PUNCT
ajote-3944	52	19	professional	professional	ADJ
ajote-3944	52	20	development	development	NOUN
ajote-3944	52	21	attendance	attendance	NOUN
ajote-3944	52	22	,	,	PUNCT
ajote-3944	52	23	certification	certification	NOUN
ajote-3944	52	24	status	status	NOUN
ajote-3944	52	25	,	,	PUNCT
ajote-3944	52	26	and	and	CCONJ
ajote-3944	52	27	educational	educational	ADJ
ajote-3944	52	28	level	level	NOUN
ajote-3944	52	29	(	(	PUNCT
ajote-3944	52	30	akiba	akiba	PROPN
ajote-3944	52	31	,	,	PUNCT
ajote-3944	52	32	letendre	letendre	PROPN
ajote-3944	52	33	,	,	PUNCT
ajote-3944	52	34	&	&	CCONJ
ajote-3944	52	35	scribner	scribner	PROPN
ajote-3944	52	36	,	,	PUNCT
ajote-3944	52	37	2007	2007	NUM
ajote-3944	52	38	;	;	PUNCT
ajote-3944	52	39	goe	goe	NOUN
ajote-3944	52	40	,	,	PUNCT
ajote-3944	52	41	2007	2007	NUM
ajote-3944	52	42	)	)	PUNCT
ajote-3944	52	43	.	.	PUNCT
ajote-3944	53	1	in	in	ADP
ajote-3944	53	2	this	this	DET
ajote-3944	53	3	paper	paper	NOUN
ajote-3944	53	4	,	,	PUNCT
ajote-3944	53	5	we	we	PRON
ajote-3944	53	6	discuss	discuss	VERB
ajote-3944	53	7	these	these	DET
ajote-3944	53	8	characteristics	characteristic	NOUN
ajote-3944	53	9	as	as	ADP
ajote-3944	53	10	markers	marker	NOUN
ajote-3944	53	11	of	of	ADP
ajote-3944	53	12	teacher	teacher	NOUN
ajote-3944	53	13	quality	quality	NOUN
ajote-3944	53	14	.	.	PUNCT
ajote-3944	54	1	teachers	teacher	NOUN
ajote-3944	54	2	’	’	PART
ajote-3944	54	3	years	year	NOUN
ajote-3944	54	4	of	of	ADP
ajote-3944	54	5	experience	experience	NOUN
ajote-3944	54	6	is	be	AUX
ajote-3944	54	7	further	far	ADV
ajote-3944	54	8	categorized	categorize	VERB
ajote-3944	54	9	into	into	ADP
ajote-3944	54	10	“	"	PUNCT
ajote-3944	54	11	novice	novice	NOUN
ajote-3944	54	12	”	"	PUNCT
ajote-3944	54	13	or	or	CCONJ
ajote-3944	54	14	“	"	PUNCT
ajote-3944	54	15	experienced	experienced	ADJ
ajote-3944	54	16	teacher	teacher	NOUN
ajote-3944	54	17	”	"	PUNCT
ajote-3944	54	18	.	.	PUNCT
ajote-3944	55	1	specifically	specifically	ADV
ajote-3944	55	2	,	,	PUNCT
ajote-3944	55	3	a	a	DET
ajote-3944	55	4	“	"	PUNCT
ajote-3944	55	5	novice	novice	NOUN
ajote-3944	55	6	teacher	teacher	NOUN
ajote-3944	55	7	”	"	PUNCT
ajote-3944	55	8	is	be	AUX
ajote-3944	55	9	defined	define	VERB
ajote-3944	55	10	as	as	ADP
ajote-3944	55	11	one	one	NUM
ajote-3944	55	12	who	who	PRON
ajote-3944	55	13	has	have	VERB
ajote-3944	55	14	two	two	NUM
ajote-3944	55	15	years	year	NOUN
ajote-3944	55	16	of	of	ADP
ajote-3944	55	17	teaching	teaching	NOUN
ajote-3944	55	18	experience	experience	NOUN
ajote-3944	55	19	or	or	CCONJ
ajote-3944	55	20	less	less	ADJ
ajote-3944	55	21	,	,	PUNCT
ajote-3944	55	22	while	while	SCONJ
ajote-3944	55	23	an	an	DET
ajote-3944	55	24	“	"	PUNCT
ajote-3944	55	25	experienced	experienced	ADJ
ajote-3944	55	26	teacher	teacher	NOUN
ajote-3944	55	27	has	have	VERB
ajote-3944	55	28	a	a	DET
ajote-3944	55	29	minimum	minimum	NOUN
ajote-3944	55	30	of	of	ADP
ajote-3944	55	31	ten	ten	NUM
ajote-3944	55	32	years	year	NOUN
ajote-3944	55	33	of	of	ADP
ajote-3944	55	34	experience	experience	NOUN
ajote-3944	55	35	(	(	PUNCT
ajote-3944	55	36	e.g.	e.g.	ADV
ajote-3944	55	37	,	,	PUNCT
ajote-3944	55	38	goldhaber	goldhaber	ADJ
ajote-3944	55	39	,	,	PUNCT
ajote-3944	55	40	lavery	lavery	NOUN
ajote-3944	55	41	,	,	PUNCT
ajote-3944	55	42	&	&	CCONJ
ajote-3944	55	43	theobald	theobald	NOUN
ajote-3944	55	44	,	,	PUNCT
ajote-3944	55	45	2015	2015	NUM
ajote-3944	55	46	)	)	PUNCT
ajote-3944	55	47	.	.	PUNCT
ajote-3944	56	1	test	test	NOUN
ajote-3944	56	2	scores	score	NOUN
ajote-3944	56	3	for	for	ADP
ajote-3944	56	4	certified	certified	ADJ
ajote-3944	56	5	teachers	teacher	NOUN
ajote-3944	56	6	have	have	AUX
ajote-3944	56	7	been	be	AUX
ajote-3944	56	8	used	use	VERB
ajote-3944	56	9	to	to	PART
ajote-3944	56	10	define	define	VERB
ajote-3944	56	11	teacher	teacher	NOUN
ajote-3944	56	12	quality	quality	NOUN
ajote-3944	56	13	in	in	ADP
ajote-3944	56	14	individual	individual	ADJ
ajote-3944	56	15	states	state	NOUN
ajote-3944	56	16	in	in	ADP
ajote-3944	56	17	america	america	PROPN
ajote-3944	56	18	.	.	PUNCT
ajote-3944	57	1	for	for	ADP
ajote-3944	57	2	example	example	NOUN
ajote-3944	57	3	,	,	PUNCT
ajote-3944	57	4	in	in	ADP
ajote-3944	57	5	washington	washington	PROPN
ajote-3944	57	6	state	state	NOUN
ajote-3944	57	7	,	,	PUNCT
ajote-3944	57	8	goldhaber	goldhaber	ADJ
ajote-3944	57	9	,	,	PUNCT
ajote-3944	57	10	and	and	CCONJ
ajote-3944	57	11	colleagues	colleague	NOUN
ajote-3944	57	12	(	(	PUNCT
ajote-3944	57	13	2015	2015	NUM
ajote-3944	57	14	)	)	PUNCT
ajote-3944	57	15	classified	classify	VERB
ajote-3944	57	16	teachers	teacher	NOUN
ajote-3944	57	17	whose	whose	DET
ajote-3944	57	18	scores	score	NOUN
ajote-3944	57	19	from	from	ADP
ajote-3944	57	20	the	the	DET
ajote-3944	57	21	washington	washington	PROPN
ajote-3944	57	22	educator	educator	NOUN
ajote-3944	57	23	skills	skill	NOUN
ajote-3944	57	24	test	test	NOUN
ajote-3944	57	25	-	-	PUNCT
ajote-3944	57	26	basic	basic	ADJ
ajote-3944	57	27	(	(	PUNCT
ajote-3944	57	28	west	west	NOUN
ajote-3944	57	29	-	-	PUNCT
ajote-3944	57	30	b	b	NOUN
ajote-3944	57	31	)	)	PUNCT
ajote-3944	57	32	standardized	standardized	ADJ
ajote-3944	57	33	test	test	NOUN
ajote-3944	57	34	fall	fall	NOUN
ajote-3944	57	35	in	in	ADP
ajote-3944	57	36	the	the	DET
ajote-3944	57	37	lowest	low	ADJ
ajote-3944	57	38	10	10	NUM
ajote-3944	57	39	%	%	NOUN
ajote-3944	57	40	to	to	PART
ajote-3944	57	41	be	be	AUX
ajote-3944	57	42	of	of	ADP
ajote-3944	57	43	poor	poor	ADJ
ajote-3944	57	44	quality	quality	NOUN
ajote-3944	57	45	and	and	CCONJ
ajote-3944	57	46	those	those	PRON
ajote-3944	57	47	in	in	ADP
ajote-3944	57	48	the	the	DET
ajote-3944	57	49	top	top	ADJ
ajote-3944	57	50	10	10	NUM
ajote-3944	57	51	%	%	NOUN
ajote-3944	57	52	to	to	PART
ajote-3944	57	53	be	be	AUX
ajote-3944	57	54	of	of	ADP
ajote-3944	57	55	the	the	DET
ajote-3944	57	56	best	good	ADJ
ajote-3944	57	57	quality	quality	NOUN
ajote-3944	57	58	.	.	PUNCT
ajote-3944	58	1	included	include	VERB
ajote-3944	58	2	in	in	ADP
ajote-3944	58	3	the	the	DET
ajote-3944	58	4	teacher	teacher	NOUN
ajote-3944	58	5	quality	quality	NOUN
ajote-3944	58	6	definition	definition	NOUN
ajote-3944	58	7	is	be	AUX
ajote-3944	58	8	evidence	evidence	NOUN
ajote-3944	58	9	of	of	ADP
ajote-3944	58	10	teachers	teacher	NOUN
ajote-3944	58	11	’	'	PUNCT
ajote-3944	58	12	continued	continue	VERB
ajote-3944	58	13	learning	learn	VERB
ajote-3944	58	14	through	through	ADP
ajote-3944	58	15	workshops	workshop	NOUN
ajote-3944	58	16	,	,	PUNCT
ajote-3944	58	17	professional	professional	ADJ
ajote-3944	58	18	development	development	NOUN
ajote-3944	58	19	,	,	PUNCT
ajote-3944	58	20	or	or	CCONJ
ajote-3944	58	21	any	any	DET
ajote-3944	58	22	forms	form	NOUN
ajote-3944	58	23	of	of	ADP
ajote-3944	58	24	training	training	NOUN
ajote-3944	58	25	related	relate	VERB
ajote-3944	58	26	to	to	ADP
ajote-3944	58	27	the	the	DET
ajote-3944	58	28	improvement	improvement	NOUN
ajote-3944	58	29	of	of	ADP
ajote-3944	58	30	teacher	teacher	NOUN
ajote-3944	58	31	practices	practice	NOUN
ajote-3944	58	32	(	(	PUNCT
ajote-3944	58	33	goe	goe	NOUN
ajote-3944	58	34	,	,	PUNCT
ajote-3944	58	35	2007	2007	NUM
ajote-3944	58	36	)	)	PUNCT
ajote-3944	58	37	.	.	PUNCT
ajote-3944	59	1	in	in	ADP
ajote-3944	59	2	sum	sum	NOUN
ajote-3944	59	3	,	,	PUNCT
ajote-3944	59	4	teacher	teacher	NOUN
ajote-3944	59	5	quality	quality	NOUN
ajote-3944	59	6	is	be	AUX
ajote-3944	59	7	the	the	DET
ajote-3944	59	8	resource	resource	NOUN
ajote-3944	59	9	necessary	necessary	ADJ
ajote-3944	59	10	for	for	ADP
ajote-3944	59	11	teaching	teach	VERB
ajote-3944	59	12	that	that	PRON
ajote-3944	59	13	teachers	teacher	NOUN
ajote-3944	59	14	bring	bring	VERB
ajote-3944	59	15	to	to	ADP
ajote-3944	59	16	the	the	DET
ajote-3944	59	17	classrooms	classroom	NOUN
ajote-3944	59	18	.	.	PUNCT
ajote-3944	60	1	kennedy	kennedy	PROPN
ajote-3944	60	2	(	(	PUNCT
ajote-3944	60	3	2010	2010	NUM
ajote-3944	60	4	)	)	PUNCT
ajote-3944	60	5	admitted	admit	VERB
ajote-3944	60	6	that	that	SCONJ
ajote-3944	60	7	the	the	DET
ajote-3944	60	8	measurement	measurement	NOUN
ajote-3944	60	9	of	of	ADP
ajote-3944	60	10	teacher	teacher	NOUN
ajote-3944	60	11	quality	quality	NOUN
ajote-3944	60	12	could	could	AUX
ajote-3944	60	13	be	be	AUX
ajote-3944	60	14	based	base	VERB
ajote-3944	60	15	on	on	ADP
ajote-3944	60	16	characteristics	characteristic	NOUN
ajote-3944	60	17	such	such	ADJ
ajote-3944	60	18	as	as	ADP
ajote-3944	60	19	experience	experience	NOUN
ajote-3944	60	20	and	and	CCONJ
ajote-3944	60	21	test	test	NOUN
ajote-3944	60	22	scores	score	NOUN
ajote-3944	60	23	but	but	CCONJ
ajote-3944	60	24	argued	argue	VERB
ajote-3944	60	25	about	about	ADP
ajote-3944	60	26	the	the	DET
ajote-3944	60	27	underestimation	underestimation	NOUN
ajote-3944	60	28	of	of	ADP
ajote-3944	60	29	adjustments	adjustment	NOUN
ajote-3944	60	30	that	that	PRON
ajote-3944	60	31	need	need	VERB
ajote-3944	60	32	to	to	PART
ajote-3944	60	33	be	be	AUX
ajote-3944	60	34	made	make	VERB
ajote-3944	60	35	for	for	ADP
ajote-3944	60	36	situational	situational	ADJ
ajote-3944	60	37	factors	factor	NOUN
ajote-3944	60	38	when	when	SCONJ
ajote-3944	60	39	considering	consider	VERB
ajote-3944	60	40	the	the	DET
ajote-3944	60	41	quality	quality	NOUN
ajote-3944	60	42	of	of	ADP
ajote-3944	60	43	teachers	teacher	NOUN
ajote-3944	60	44	.	.	PUNCT
ajote-3944	61	1	kennedy	kennedy	PROPN
ajote-3944	61	2	d	d	PROPN
ajote-3944	61	3	identified	identify	VERB
ajote-3944	61	4	numerous	numerous	ADJ
ajote-3944	61	5	external	external	ADJ
ajote-3944	61	6	factors	factor	NOUN
ajote-3944	61	7	that	that	PRON
ajote-3944	61	8	contribute	contribute	VERB
ajote-3944	61	9	to	to	ADP
ajote-3944	61	10	an	an	DET
ajote-3944	61	11	altered	altered	ADJ
ajote-3944	61	12	perception	perception	NOUN
ajote-3944	61	13	of	of	ADP
ajote-3944	61	14	teacher	teacher	NOUN
ajote-3944	61	15	quality	quality	NOUN
ajote-3944	61	16	such	such	ADJ
ajote-3944	61	17	as	as	ADP
ajote-3944	61	18	the	the	DET
ajote-3944	61	19	shape	shape	NOUN
ajote-3944	61	20	of	of	ADP
ajote-3944	61	21	the	the	DET
ajote-3944	61	22	room	room	NOUN
ajote-3944	61	23	,	,	PUNCT
ajote-3944	61	24	allotted	allot	VERB
ajote-3944	61	25	time	time	NOUN
ajote-3944	61	26	for	for	ADP
ajote-3944	61	27	teaching	teaching	NOUN
ajote-3944	61	28	,	,	PUNCT
ajote-3944	61	29	availability	availability	NOUN
ajote-3944	61	30	of	of	ADP
ajote-3944	61	31	classroom	classroom	NOUN
ajote-3944	61	32	materials	material	NOUN
ajote-3944	61	33	,	,	PUNCT
ajote-3944	61	34	and	and	CCONJ
ajote-3944	61	35	additiona	additiona	PROPN
ajote-3944	61	36	l	l	PROPN
ajote-3944	61	37	work	work	NOUN
ajote-3944	61	38	assignments	assignment	NOUN
ajote-3944	61	39	beyond	beyond	ADP
ajote-3944	61	40	teaching	teaching	NOUN
ajote-3944	61	41	.	.	PUNCT
ajote-3944	62	1	additionally	additionally	ADV
ajote-3944	62	2	,	,	PUNCT
ajote-3944	62	3	contextual	contextual	ADJ
ajote-3944	62	4	constraints	constraint	NOUN
ajote-3944	62	5	such	such	ADJ
ajote-3944	62	6	as	as	ADP
ajote-3944	62	7	lack	lack	NOUN
ajote-3944	62	8	of	of	ADP
ajote-3944	62	9	preparation	preparation	NOUN
ajote-3944	62	10	time	time	NOUN
ajote-3944	62	11	,	,	PUNCT
ajote-3944	62	12	participation	participation	NOUN
ajote-3944	62	13	in	in	ADP
ajote-3944	62	14	other	other	ADJ
ajote-3944	62	15	non	non	ADJ
ajote-3944	62	16	-	-	ADJ
ajote-3944	62	17	related	related	ADJ
ajote-3944	62	18	teaching	teaching	NOUN
ajote-3944	62	19	activities	activity	NOUN
ajote-3944	62	20	,	,	PUNCT
ajote-3944	62	21	students	student	NOUN
ajote-3944	62	22	’	'	PUNCT
ajote-3944	62	23	absenteeism	absenteeism	NOUN
ajote-3944	62	24	,	,	PUNCT
ajote-3944	62	25	and	and	CCONJ
ajote-3944	62	26	selection	selection	NOUN
ajote-3944	62	27	of	of	ADP
ajote-3944	62	28	inappropriate	inappropriate	ADJ
ajote-3944	62	29	curriculum	curriculum	NOUN
ajote-3944	62	30	materials	material	NOUN
ajote-3944	62	31	for	for	ADP
ajote-3944	62	32	instruction	instruction	NOUN
ajote-3944	62	33	can	can	AUX
ajote-3944	62	34	reduce	reduce	VERB
ajote-3944	62	35	the	the	DET
ajote-3944	62	36	perceived	perceive	VERB
ajote-3944	62	37	quality	quality	NOUN
ajote-3944	62	38	of	of	ADP
ajote-3944	62	39	a	a	DET
ajote-3944	62	40	teacher	teacher	NOUN
ajote-3944	62	41	(	(	PUNCT
ajote-3944	62	42	kennedy	kennedy	PROPN
ajote-3944	62	43	,	,	PUNCT
ajote-3944	62	44	2010	2010	NUM
ajote-3944	62	45	)	)	PUNCT
ajote-3944	62	46	.	.	PUNCT
ajote-3944	63	1	therefore	therefore	ADV
ajote-3944	63	2	,	,	PUNCT
ajote-3944	63	3	the	the	DET
ajote-3944	63	4	certification	certification	NOUN
ajote-3944	63	5	process	process	NOUN
ajote-3944	63	6	in	in	ADP
ajote-3944	63	7	countries	country	NOUN
ajote-3944	63	8	such	such	ADJ
ajote-3944	63	9	as	as	ADP
ajote-3944	63	10	the	the	DET
ajote-3944	63	11	united	united	PROPN
ajote-3944	63	12	states	states	PROPN
ajote-3944	63	13	,	,	PUNCT
ajote-3944	63	14	in	in	ADP
ajote-3944	63	15	which	which	PRON
ajote-3944	63	16	teachers	teacher	NOUN
ajote-3944	63	17	reflect	reflect	VERB
ajote-3944	63	18	on	on	ADP
ajote-3944	63	19	their	their	PRON
ajote-3944	63	20	instructional	instructional	ADJ
ajote-3944	63	21	practices	practice	NOUN
ajote-3944	63	22	and	and	CCONJ
ajote-3944	63	23	then	then	ADV
ajote-3944	63	24	have	have	VERB
ajote-3944	63	25	chances	chance	NOUN
ajote-3944	63	26	to	to	PART
ajote-3944	63	27	adjust	adjust	VERB
ajote-3944	63	28	their	their	PRON
ajote-3944	63	29	thinking	thinking	NOUN
ajote-3944	63	30	during	during	ADP
ajote-3944	63	31	rachel	rachel	PROPN
ajote-3944	63	32	angela	angela	PROPN
ajote-3944	63	33	ayieko	ayieko	PROPN
ajote-3944	63	34	,	,	PUNCT
ajote-3944	63	35	gibbs	gibbs	PROPN
ajote-3944	63	36	kanyongo	kanyongo	PROPN
ajote-3944	63	37	,	,	PUNCT
ajote-3944	63	38	bryan	bryan	PROPN
ajote-3944	63	39	nelson	nelson	PROPN
ajote-3944	63	40	70	70	NUM
ajote-3944	63	41	ajote	ajote	PROPN
ajote-3944	63	42	vol	vol	NOUN
ajote-3944	63	43	.	.	PUNCT
ajote-3944	64	1	7	7	X
ajote-3944	64	2	.	.	X
ajote-3944	64	3	no	no	INTJ
ajote-3944	64	4	.	.	NOUN
ajote-3944	64	5	1	1	NUM
ajote-3944	64	6	,	,	PUNCT
ajote-3944	64	7	pp	pp	ADJ
ajote-3944	64	8	.	.	PUNCT
ajote-3944	65	1	66	66	NUM
ajote-3944	65	2	-94	-94	NUM
ajote-3944	65	3	their	their	PRON
ajote-3944	65	4	portfolio	portfolio	NOUN
ajote-3944	65	5	development	development	NOUN
ajote-3944	65	6	process	process	NOUN
ajote-3944	65	7	is	be	AUX
ajote-3944	65	8	influenced	influence	VERB
ajote-3944	65	9	by	by	ADP
ajote-3944	65	10	these	these	DET
ajote-3944	65	11	contextual	contextual	ADJ
ajote-3944	65	12	factors	factor	NOUN
ajote-3944	65	13	(	(	PUNCT
ajote-3944	65	14	sato	sato	PROPN
ajote-3944	65	15	,	,	PUNCT
ajote-3944	65	16	wei	wei	PROPN
ajote-3944	65	17	,	,	PUNCT
ajote-3944	65	18	&	&	CCONJ
ajote-3944	65	19	darling	darling	PROPN
ajote-3944	65	20	hammond	hammond	PROPN
ajote-3944	65	21	,	,	PUNCT
ajote-3944	65	22	2008	2008	NUM
ajote-3944	65	23	)	)	PUNCT
ajote-3944	65	24	.	.	PUNCT
ajote-3944	66	1	in	in	ADP
ajote-3944	66	2	this	this	DET
ajote-3944	66	3	study	study	NOUN
ajote-3944	66	4	,	,	PUNCT
ajote-3944	66	5	we	we	PRON
ajote-3944	66	6	focus	focus	VERB
ajote-3944	66	7	on	on	ADP
ajote-3944	66	8	teacher	teacher	NOUN
ajote-3944	66	9	quality	quality	NOUN
ajote-3944	66	10	considering	consider	VERB
ajote-3944	66	11	it	it	PRON
ajote-3944	66	12	as	as	ADP
ajote-3944	66	13	a	a	DET
ajote-3944	66	14	useful	useful	ADJ
ajote-3944	66	15	resource	resource	NOUN
ajote-3944	66	16	for	for	ADP
ajote-3944	66	17	teaching	teaching	NOUN
ajote-3944	66	18	.	.	PUNCT
ajote-3944	67	1	however	however	ADV
ajote-3944	67	2	,	,	PUNCT
ajote-3944	67	3	we	we	PRON
ajote-3944	67	4	realize	realize	VERB
ajote-3944	67	5	that	that	SCONJ
ajote-3944	67	6	although	although	SCONJ
ajote-3944	67	7	teachers	teacher	NOUN
ajote-3944	67	8	may	may	AUX
ajote-3944	67	9	have	have	VERB
ajote-3944	67	10	these	these	DET
ajote-3944	67	11	qualities	quality	NOUN
ajote-3944	67	12	,	,	PUNCT
ajote-3944	67	13	the	the	DET
ajote-3944	67	14	context	context	NOUN
ajote-3944	67	15	and	and	CCONJ
ajote-3944	67	16	conditions	condition	NOUN
ajote-3944	67	17	in	in	ADP
ajote-3944	67	18	the	the	DET
ajote-3944	67	19	schools	school	NOUN
ajote-3944	67	20	they	they	PRON
ajote-3944	67	21	teach	teach	VERB
ajote-3944	67	22	may	may	AUX
ajote-3944	67	23	constrain	constrain	VERB
ajote-3944	67	24	how	how	SCONJ
ajote-3944	67	25	they	they	PRON
ajote-3944	67	26	use	use	VERB
ajote-3944	67	27	the	the	DET
ajote-3944	67	28	resources	resource	NOUN
ajote-3944	67	29	they	they	PRON
ajote-3944	67	30	bring	bring	VERB
ajote-3944	67	31	to	to	ADP
ajote-3944	67	32	the	the	DET
ajote-3944	67	33	classroom	classroom	NOUN
ajote-3944	67	34	.	.	PUNCT
ajote-3944	68	1	nonetheless	nonetheless	ADV
ajote-3944	68	2	,	,	PUNCT
ajote-3944	68	3	a	a	DET
ajote-3944	68	4	first	first	ADJ
ajote-3944	68	5	step	step	NOUN
ajote-3944	68	6	towards	towards	ADP
ajote-3944	68	7	the	the	DET
ajote-3944	68	8	improvement	improvement	NOUN
ajote-3944	68	9	of	of	ADP
ajote-3944	68	10	teaching	teaching	NOUN
ajote-3944	68	11	mathematics	mathematic	NOUN
ajote-3944	68	12	is	be	AUX
ajote-3944	68	13	to	to	PART
ajote-3944	68	14	consider	consider	VERB
ajote-3944	68	15	the	the	DET
ajote-3944	68	16	teachers	teacher	NOUN
ajote-3944	68	17	’	’	PART
ajote-3944	68	18	quality	quality	NOUN
ajote-3944	68	19	and	and	CCONJ
ajote-3944	68	20	students	student	NOUN
ajote-3944	68	21	’	'	PUNCT
ajote-3944	68	22	access	access	NOUN
ajote-3944	68	23	to	to	ADP
ajote-3944	68	24	qualified	qualified	ADJ
ajote-3944	68	25	teachers	teacher	NOUN
ajote-3944	68	26	.	.	PUNCT
ajote-3944	69	1	studies	study	NOUN
ajote-3944	69	2	on	on	ADP
ajote-3944	69	3	teacher	teacher	NOUN
ajote-3944	69	4	quality	quality	NOUN
ajote-3944	69	5	cross	cross	ADJ
ajote-3944	69	6	-	-	ADJ
ajote-3944	69	7	nationally	nationally	ADV
ajote-3944	69	8	,	,	PUNCT
ajote-3944	69	9	there	there	PRON
ajote-3944	69	10	has	have	AUX
ajote-3944	69	11	been	be	AUX
ajote-3944	69	12	an	an	DET
ajote-3944	69	13	increased	increase	VERB
ajote-3944	69	14	focus	focus	NOUN
ajote-3944	69	15	on	on	ADP
ajote-3944	69	16	teacher	teacher	NOUN
ajote-3944	69	17	quality	quality	NOUN
ajote-3944	69	18	.	.	PUNCT
ajote-3944	70	1	studies	study	NOUN
ajote-3944	70	2	on	on	ADP
ajote-3944	70	3	teacher	teacher	NOUN
ajote-3944	70	4	quality	quality	NOUN
ajote-3944	70	5	include	include	VERB
ajote-3944	70	6	discussions	discussion	NOUN
ajote-3944	70	7	on	on	ADP
ajote-3944	70	8	the	the	DET
ajote-3944	70	9	differences	difference	NOUN
ajote-3944	70	10	and	and	CCONJ
ajote-3944	70	11	similarities	similarity	NOUN
ajote-3944	70	12	in	in	ADP
ajote-3944	70	13	teacher	teacher	NOUN
ajote-3944	70	14	quality	quality	NOUN
ajote-3944	70	15	across	across	ADP
ajote-3944	70	16	contexts	contexts	NOUN
ajote-3944	70	17	,	,	PUNCT
ajote-3944	70	18	the	the	DET
ajote-3944	70	19	effects	effect	NOUN
ajote-3944	70	20	of	of	ADP
ajote-3944	70	21	teacher	teacher	NOUN
ajote-3944	70	22	quality	quality	NOUN
ajote-3944	70	23	on	on	ADP
ajote-3944	70	24	students	student	NOUN
ajote-3944	70	25	’	'	PUNCT
ajote-3944	70	26	achievement	achievement	NOUN
ajote-3944	70	27	,	,	PUNCT
ajote-3944	70	28	and	and	CCONJ
ajote-3944	70	29	distributions	distribution	NOUN
ajote-3944	70	30	of	of	ADP
ajote-3944	70	31	teacher	teacher	NOUN
ajote-3944	70	32	quality	quality	NOUN
ajote-3944	70	33	.	.	PUNCT
ajote-3944	71	1	other	other	ADJ
ajote-3944	71	2	studies	study	NOUN
ajote-3944	71	3	document	document	VERB
ajote-3944	71	4	the	the	DET
ajote-3944	71	5	process	process	NOUN
ajote-3944	71	6	of	of	ADP
ajote-3944	71	7	improving	improve	VERB
ajote-3944	71	8	teacher	teacher	NOUN
ajote-3944	71	9	quality	quality	NOUN
ajote-3944	71	10	.	.	PUNCT
ajote-3944	72	1	in	in	ADP
ajote-3944	72	2	this	this	DET
ajote-3944	72	3	section	section	NOUN
ajote-3944	72	4	,	,	PUNCT
ajote-3944	72	5	we	we	PRON
ajote-3944	72	6	first	first	ADV
ajote-3944	72	7	present	present	ADJ
ajote-3944	72	8	research	research	NOUN
ajote-3944	72	9	on	on	ADP
ajote-3944	72	10	the	the	DET
ajote-3944	72	11	differences	difference	NOUN
ajote-3944	72	12	and	and	CCONJ
ajote-3944	72	13	similarities	similarity	NOUN
ajote-3944	72	14	of	of	ADP
ajote-3944	72	15	teacher	teacher	NOUN
ajote-3944	72	16	quality	quality	NOUN
ajote-3944	72	17	across	across	ADP
ajote-3944	72	18	contexts	contexts	NOUN
ajote-3944	72	19	.	.	PUNCT
ajote-3944	73	1	we	we	PRON
ajote-3944	73	2	then	then	ADV
ajote-3944	73	3	discuss	discuss	VERB
ajote-3944	73	4	the	the	DET
ajote-3944	73	5	literature	literature	NOUN
ajote-3944	73	6	on	on	ADP
ajote-3944	73	7	the	the	DET
ajote-3944	73	8	distributions	distribution	NOUN
ajote-3944	73	9	of	of	ADP
ajote-3944	73	10	teacher	teacher	NOUN
ajote-3944	73	11	quality	quality	NOUN
ajote-3944	73	12	.	.	PUNCT
ajote-3944	74	1	this	this	DET
ajote-3944	74	2	discussion	discussion	NOUN
ajote-3944	74	3	is	be	AUX
ajote-3944	74	4	followed	follow	VERB
ajote-3944	74	5	by	by	ADP
ajote-3944	74	6	some	some	DET
ajote-3944	74	7	studies	study	NOUN
ajote-3944	74	8	on	on	ADP
ajote-3944	74	9	the	the	DET
ajote-3944	74	10	relationships	relationship	NOUN
ajote-3944	74	11	between	between	ADP
ajote-3944	74	12	teacher	teacher	NOUN
ajote-3944	74	13	quality	quality	NOUN
ajote-3944	74	14	and	and	CCONJ
ajote-3944	74	15	student	student	NOUN
ajote-3944	74	16	achievement	achievement	NOUN
ajote-3944	74	17	.	.	PUNCT
ajote-3944	75	1	we	we	PRON
ajote-3944	75	2	conclude	conclude	VERB
ajote-3944	75	3	this	this	DET
ajote-3944	75	4	section	section	NOUN
ajote-3944	75	5	with	with	ADP
ajote-3944	75	6	studies	study	NOUN
ajote-3944	75	7	on	on	ADP
ajote-3944	75	8	the	the	DET
ajote-3944	75	9	improvement	improvement	NOUN
ajote-3944	75	10	of	of	ADP
ajote-3944	75	11	teacher	teacher	NOUN
ajote-3944	75	12	quality	quality	NOUN
ajote-3944	75	13	.	.	PUNCT
ajote-3944	76	1	there	there	PRON
ajote-3944	76	2	are	be	VERB
ajote-3944	76	3	similarities	similarity	NOUN
ajote-3944	76	4	in	in	ADP
ajote-3944	76	5	teacher	teacher	NOUN
ajote-3944	76	6	quality	quality	NOUN
ajote-3944	76	7	cross	cross	ADJ
ajote-3944	76	8	-	-	ADJ
ajote-3944	76	9	nationally	nationally	ADV
ajote-3944	76	10	,	,	PUNCT
ajote-3944	76	11	but	but	CCONJ
ajote-3944	76	12	with	with	ADP
ajote-3944	76	13	differences	difference	NOUN
ajote-3944	76	14	within	within	ADP
ajote-3944	76	15	some	some	DET
ajote-3944	76	16	countries	country	NOUN
ajote-3944	76	17	.	.	PUNCT
ajote-3944	77	1	it	it	PRON
ajote-3944	77	2	is	be	AUX
ajote-3944	77	3	,	,	PUNCT
ajote-3944	77	4	therefore	therefore	ADV
ajote-3944	77	5	,	,	PUNCT
ajote-3944	77	6	possible	possible	ADJ
ajote-3944	77	7	to	to	PART
ajote-3944	77	8	study	study	VERB
ajote-3944	77	9	teacher	teacher	NOUN
ajote-3944	77	10	quality	quality	NOUN
ajote-3944	77	11	using	use	VERB
ajote-3944	77	12	the	the	DET
ajote-3944	77	13	characteristics	characteristic	NOUN
ajote-3944	77	14	borrowed	borrow	VERB
ajote-3944	77	15	from	from	ADP
ajote-3944	77	16	studies	study	NOUN
ajote-3944	77	17	done	do	VERB
ajote-3944	77	18	cross	cross	ADJ
ajote-3944	77	19	-	-	ADJ
ajote-3944	77	20	nationally	nationally	ADV
ajote-3944	77	21	,	,	PUNCT
ajote-3944	77	22	because	because	SCONJ
ajote-3944	77	23	of	of	ADP
ajote-3944	77	24	the	the	DET
ajote-3944	77	25	similarities	similarity	NOUN
ajote-3944	77	26	in	in	ADP
ajote-3944	77	27	teacher	teacher	NOUN
ajote-3944	77	28	quality	quality	NOUN
ajote-3944	77	29	measures	measure	NOUN
ajote-3944	77	30	across	across	ADP
ajote-3944	77	31	contexts	context	NOUN
ajote-3944	77	32	.	.	PUNCT
ajote-3944	78	1	for	for	ADP
ajote-3944	78	2	example	example	NOUN
ajote-3944	78	3	,	,	PUNCT
ajote-3944	78	4	akiba	akiba	PROPN
ajote-3944	78	5	,	,	PUNCT
ajote-3944	78	6	letendre	letendre	PROPN
ajote-3944	78	7	,	,	PUNCT
ajote-3944	78	8	and	and	CCONJ
ajote-3944	78	9	scribner	scribner	PROPN
ajote-3944	78	10	(	(	PUNCT
ajote-3944	78	11	2007	2007	NUM
ajote-3944	78	12	)	)	PUNCT
ajote-3944	78	13	reported	report	VERB
ajote-3944	78	14	that	that	SCONJ
ajote-3944	78	15	the	the	DET
ajote-3944	78	16	average	average	ADJ
ajote-3944	78	17	eighthgrade	eighthgrade	NOUN
ajote-3944	78	18	teacher	teacher	NOUN
ajote-3944	78	19	quality	quality	NOUN
ajote-3944	78	20	in	in	ADP
ajote-3944	78	21	the	the	DET
ajote-3944	78	22	united	united	PROPN
ajote-3944	78	23	states	states	PROPN
ajote-3944	78	24	was	be	AUX
ajote-3944	78	25	similar	similar	ADJ
ajote-3944	78	26	to	to	ADP
ajote-3944	78	27	the	the	DET
ajote-3944	78	28	other	other	ADJ
ajote-3944	78	29	45	45	NUM
ajote-3944	78	30	countries	country	NOUN
ajote-3944	78	31	that	that	PRON
ajote-3944	78	32	participated	participate	VERB
ajote-3944	78	33	in	in	ADP
ajote-3944	78	34	the	the	DET
ajote-3944	78	35	trends	trend	NOUN
ajote-3944	78	36	in	in	ADP
ajote-3944	78	37	international	international	ADJ
ajote-3944	78	38	mathematics	mathematic	NOUN
ajote-3944	78	39	and	and	CCONJ
ajote-3944	78	40	science	science	NOUN
ajote-3944	78	41	study	study	NOUN
ajote-3944	78	42	(	(	PUNCT
ajote-3944	78	43	timss	timss	PROPN
ajote-3944	78	44	)	)	PUNCT
ajote-3944	78	45	.	.	PUNCT
ajote-3944	79	1	however	however	ADV
ajote-3944	79	2	,	,	PUNCT
ajote-3944	79	3	when	when	SCONJ
ajote-3944	79	4	considering	consider	VERB
ajote-3944	79	5	certification	certification	NOUN
ajote-3944	79	6	as	as	ADP
ajote-3944	79	7	a	a	DET
ajote-3944	79	8	teacher	teacher	NOUN
ajote-3944	79	9	quality	quality	NOUN
ajote-3944	79	10	measure	measure	NOUN
ajote-3944	79	11	,	,	PUNCT
ajote-3944	79	12	differences	difference	NOUN
ajote-3944	79	13	are	be	AUX
ajote-3944	79	14	found	find	VERB
ajote-3944	79	15	within	within	ADP
ajote-3944	79	16	countries	country	NOUN
ajote-3944	79	17	.	.	PUNCT
ajote-3944	80	1	across	across	ADP
ajote-3944	80	2	the	the	DET
ajote-3944	80	3	united	united	PROPN
ajote-3944	80	4	states	states	PROPN
ajote-3944	80	5	,	,	PUNCT
ajote-3944	80	6	certifica	certifica	PROPN
ajote-3944	80	7	t	t	PROPN
ajote-3944	80	8	ion	ion	NOUN
ajote-3944	80	9	process	process	NOUN
ajote-3944	80	10	obtained	obtain	VERB
ajote-3944	80	11	through	through	ADP
ajote-3944	80	12	the	the	DET
ajote-3944	80	13	praxis	praxis	NOUN
ajote-3944	80	14	exam	exam	NOUN
ajote-3944	80	15	differs	differ	VERB
ajote-3944	80	16	across	across	ADP
ajote-3944	80	17	the	the	DET
ajote-3944	80	18	years	year	NOUN
ajote-3944	80	19	,	,	PUNCT
ajote-3944	80	20	grade	grade	NOUN
ajote-3944	80	21	levels	level	NOUN
ajote-3944	80	22	,	,	PUNCT
ajote-3944	80	23	pass	pass	VERB
ajote-3944	80	24	rates	rate	NOUN
ajote-3944	80	25	,	,	PUNCT
ajote-3944	80	26	and	and	CCONJ
ajote-3944	80	27	teacher	teacher	NOUN
ajote-3944	80	28	specializations	specialization	NOUN
ajote-3944	80	29	.	.	PUNCT
ajote-3944	81	1	between	between	ADP
ajote-3944	81	2	the	the	DET
ajote-3944	81	3	1990s	1990	NOUN
ajote-3944	81	4	and	and	CCONJ
ajote-3944	81	5	the	the	DET
ajote-3944	81	6	early	early	ADJ
ajote-3944	81	7	2000s	2000s	NUM
ajote-3944	81	8	,	,	PUNCT
ajote-3944	81	9	the	the	DET
ajote-3944	81	10	passing	pass	VERB
ajote-3944	81	11	rate	rate	NOUN
ajote-3944	81	12	on	on	ADP
ajote-3944	81	13	the	the	DET
ajote-3944	81	14	exam	exam	NOUN
ajote-3944	81	15	dropped	drop	VERB
ajote-3944	81	16	(	(	PUNCT
ajote-3944	81	17	gitomer	gitomer	NOUN
ajote-3944	81	18	,	,	PUNCT
ajote-3944	81	19	2007	2007	NUM
ajote-3944	81	20	)	)	PUNCT
ajote-3944	81	21	.	.	PUNCT
ajote-3944	82	1	gitomer	gitomer	PROPN
ajote-3944	82	2	contended	contend	VERB
ajote-3944	82	3	that	that	SCONJ
ajote-3944	82	4	this	this	PRON
ajote-3944	82	5	is	be	AUX
ajote-3944	82	6	likely	likely	ADJ
ajote-3944	82	7	resulting	result	VERB
ajote-3944	82	8	from	from	ADP
ajote-3944	82	9	different	different	ADJ
ajote-3944	82	10	states	state	NOUN
ajote-3944	82	11	implementing	implement	VERB
ajote-3944	82	12	higher	high	ADJ
ajote-3944	82	13	standards	standard	NOUN
ajote-3944	82	14	and	and	CCONJ
ajote-3944	82	15	stricter	strict	ADJ
ajote-3944	82	16	requirements	requirement	NOUN
ajote-3944	82	17	for	for	ADP
ajote-3944	82	18	attaining	attain	VERB
ajote-3944	82	19	a	a	DET
ajote-3944	82	20	passing	pass	VERB
ajote-3944	82	21	score	score	NOUN
ajote-3944	82	22	because	because	SCONJ
ajote-3944	82	23	the	the	DET
ajote-3944	82	24	overall	overall	ADJ
ajote-3944	82	25	quality	quality	NOUN
ajote-3944	82	26	of	of	ADP
ajote-3944	82	27	test	test	NOUN
ajote-3944	82	28	takers	taker	NOUN
ajote-3944	82	29	improved	improve	VERB
ajote-3944	82	30	during	during	ADP
ajote-3944	82	31	this	this	DET
ajote-3944	82	32	period	period	NOUN
ajote-3944	82	33	.	.	PUNCT
ajote-3944	83	1	despite	despite	SCONJ
ajote-3944	83	2	the	the	DET
ajote-3944	83	3	drop	drop	NOUN
ajote-3944	83	4	in	in	ADP
ajote-3944	83	5	passing	pass	VERB
ajote-3944	83	6	rates	rate	NOUN
ajote-3944	83	7	of	of	ADP
ajote-3944	83	8	secondary	secondary	ADJ
ajote-3944	83	9	and	and	CCONJ
ajote-3944	83	10	elementary	elementary	ADJ
ajote-3944	83	11	level	level	NOUN
ajote-3944	83	12	understanding	understand	VERB
ajote-3944	83	13	the	the	DET
ajote-3944	83	14	relationships	relationship	NOUN
ajote-3944	83	15	between	between	ADP
ajote-3944	83	16	teacher	teacher	NOUN
ajote-3944	83	17	quality	quality	NOUN
ajote-3944	83	18	and	and	CCONJ
ajote-3944	83	19	sixth	sixth	ADJ
ajote-3944	83	20	grade	grade	NOUN
ajote-3944	83	21	students	student	NOUN
ajote-3944	83	22	’	'	PUNCT
ajote-3944	83	23	mathematics	mathematic	NOUN
ajote-3944	83	24	competencies	competency	NOUN
ajote-3944	83	25	in	in	ADP
ajote-3944	83	26	kenya	kenya	PROPN
ajote-3944	83	27	and	and	CCONJ
ajote-3944	83	28	zimbabwe	zimbabwe	ADJ
ajote-3944	83	29	71	71	NUM
ajote-3944	83	30	ajote	ajote	NOUN
ajote-3944	83	31	vol	vol	NOUN
ajote-3944	83	32	.	.	PUNCT
ajote-3944	84	1	7	7	X
ajote-3944	84	2	.	.	X
ajote-3944	84	3	no	no	INTJ
ajote-3944	84	4	.	.	NOUN
ajote-3944	84	5	1	1	NUM
ajote-3944	84	6	,	,	PUNCT
ajote-3944	84	7	pp	pp	ADJ
ajote-3944	84	8	.	.	PUNCT
ajote-3944	85	1	66	66	NUM
ajote-3944	85	2	-94	-94	NOUN
ajote-3944	85	3	specializations	specialization	NOUN
ajote-3944	85	4	,	,	PUNCT
ajote-3944	85	5	teachers	teacher	NOUN
ajote-3944	85	6	’	'	PUNCT
ajote-3944	85	7	average	average	ADJ
ajote-3944	85	8	scholastic	scholastic	ADJ
ajote-3944	85	9	assessment	assessment	NOUN
ajote-3944	85	10	test	test	NOUN
ajote-3944	85	11	math	math	NOUN
ajote-3944	85	12	scores	score	NOUN
ajote-3944	85	13	rose	rise	VERB
ajote-3944	85	14	twenty	twenty	NUM
ajote-3944	85	15	points	point	NOUN
ajote-3944	85	16	,	,	PUNCT
ajote-3944	85	17	indicating	indicate	VERB
ajote-3944	85	18	the	the	DET
ajote-3944	85	19	tougher	tough	ADJ
ajote-3944	85	20	standards	standard	NOUN
ajote-3944	85	21	for	for	ADP
ajote-3944	85	22	certification	certification	NOUN
ajote-3944	85	23	in	in	ADP
ajote-3944	85	24	the	the	DET
ajote-3944	85	25	2000s	2000s	NUM
ajote-3944	85	26	.	.	PUNCT
ajote-3944	86	1	although	although	SCONJ
ajote-3944	86	2	all	all	DET
ajote-3944	86	3	students	student	NOUN
ajote-3944	86	4	should	should	AUX
ajote-3944	86	5	have	have	VERB
ajote-3944	86	6	equal	equal	ADJ
ajote-3944	86	7	access	access	NOUN
ajote-3944	86	8	to	to	ADP
ajote-3944	86	9	qualified	qualified	ADJ
ajote-3944	86	10	teachers	teacher	NOUN
ajote-3944	86	11	,	,	PUNCT
ajote-3944	86	12	the	the	DET
ajote-3944	86	13	literature	literature	NOUN
ajote-3944	86	14	indicates	indicate	VERB
ajote-3944	86	15	an	an	DET
ajote-3944	86	16	uneven	uneven	ADJ
ajote-3944	86	17	distribution	distribution	NOUN
ajote-3944	86	18	of	of	ADP
ajote-3944	86	19	teacher	teacher	NOUN
ajote-3944	86	20	quality	quality	NOUN
ajote-3944	86	21	across	across	ADP
ajote-3944	86	22	countries	country	NOUN
ajote-3944	86	23	.	.	PUNCT
ajote-3944	87	1	akiba	akiba	PROPN
ajote-3944	87	2	,	,	PUNCT
ajote-3944	87	3	letendre	letendre	PROPN
ajote-3944	87	4	,	,	PUNCT
ajote-3944	87	5	and	and	CCONJ
ajote-3944	87	6	scribner	scribner	PROPN
ajote-3944	87	7	(	(	PUNCT
ajote-3944	87	8	2007	2007	NUM
ajote-3944	87	9	)	)	PUNCT
ajote-3944	87	10	reported	report	VERB
ajote-3944	87	11	a	a	DET
ajote-3944	87	12	large	large	ADJ
ajote-3944	87	13	opportunity	opportunity	NOUN
ajote-3944	87	14	gap	gap	NOUN
ajote-3944	87	15	regarding	regard	VERB
ajote-3944	87	16	which	which	PRON
ajote-3944	87	17	students	student	NOUN
ajote-3944	87	18	had	have	VERB
ajote-3944	87	19	access	access	NOUN
ajote-3944	87	20	to	to	ADP
ajote-3944	87	21	higher	high	ADJ
ajote-3944	87	22	quality	quality	NOUN
ajote-3944	87	23	teachers	teacher	NOUN
ajote-3944	87	24	that	that	PRON
ajote-3944	87	25	is	be	AUX
ajote-3944	87	26	explained	explain	VERB
ajote-3944	87	27	by	by	ADP
ajote-3944	87	28	socioeconomic	socioeconomic	ADJ
ajote-3944	87	29	status	status	NOUN
ajote-3944	87	30	in	in	ADP
ajote-3944	87	31	the	the	DET
ajote-3944	87	32	united	united	PROPN
ajote-3944	87	33	states	states	PROPN
ajote-3944	87	34	.	.	PUNCT
ajote-3944	88	1	similarly	similarly	ADV
ajote-3944	88	2	,	,	PUNCT
ajote-3944	88	3	goldhaber	goldhaber	PROPN
ajote-3944	88	4	and	and	CCONJ
ajote-3944	88	5	anthony	anthony	PROPN
ajote-3944	88	6	(	(	PUNCT
ajote-3944	88	7	2007	2007	NUM
ajote-3944	88	8	)	)	PUNCT
ajote-3944	88	9	found	find	VERB
ajote-3944	88	10	that	that	SCONJ
ajote-3944	88	11	non	non	ADJ
ajote-3944	88	12	-	-	ADJ
ajote-3944	88	13	white	white	ADJ
ajote-3944	88	14	,	,	PUNCT
ajote-3944	88	15	poor	poor	ADJ
ajote-3944	88	16	,	,	PUNCT
ajote-3944	88	17	and	and	CCONJ
ajote-3944	88	18	underperforming	underperform	VERB
ajote-3944	88	19	students	student	NOUN
ajote-3944	88	20	were	be	AUX
ajote-3944	88	21	more	more	ADV
ajote-3944	88	22	likely	likely	ADJ
ajote-3944	88	23	to	to	PART
ajote-3944	88	24	be	be	AUX
ajote-3944	88	25	taught	teach	VERB
ajote-3944	88	26	by	by	ADP
ajote-3944	88	27	lower	low	ADJ
ajote-3944	88	28	quality	quality	NOUN
ajote-3944	88	29	teachers	teacher	NOUN
ajote-3944	88	30	in	in	ADP
ajote-3944	88	31	north	north	PROPN
ajote-3944	88	32	carolina	carolina	PROPN
ajote-3944	88	33	.	.	PUNCT
ajote-3944	89	1	likewise	likewise	ADV
ajote-3944	89	2	,	,	PUNCT
ajote-3944	89	3	a	a	DET
ajote-3944	89	4	focus	focus	NOUN
ajote-3944	89	5	on	on	ADP
ajote-3944	89	6	teacher	teacher	NOUN
ajote-3944	89	7	quality	quality	NOUN
ajote-3944	89	8	with	with	ADP
ajote-3944	89	9	respect	respect	NOUN
ajote-3944	89	10	to	to	ADP
ajote-3944	89	11	experience	experience	NOUN
ajote-3944	89	12	,	,	PUNCT
ajote-3944	89	13	licensure	licensure	NOUN
ajote-3944	89	14	score	score	NOUN
ajote-3944	89	15	and	and	CCONJ
ajote-3944	89	16	overall	overall	ADJ
ajote-3944	89	17	effectiveness	effectiveness	NOUN
ajote-3944	89	18	revealed	reveal	VERB
ajote-3944	89	19	the	the	DET
ajote-3944	89	20	unequal	unequal	ADJ
ajote-3944	89	21	distribution	distribution	NOUN
ajote-3944	89	22	of	of	ADP
ajote-3944	89	23	teacher	teacher	NOUN
ajote-3944	89	24	quality	quality	NOUN
ajote-3944	89	25	throughout	throughout	ADP
ajote-3944	89	26	the	the	DET
ajote-3944	89	27	state	state	NOUN
ajote-3944	89	28	of	of	ADP
ajote-3944	89	29	washington	washington	PROPN
ajote-3944	89	30	(	(	PUNCT
ajote-3944	89	31	goldhaber	goldhaber	PROPN
ajote-3944	89	32	,	,	PUNCT
ajote-3944	89	33	lavery	lavery	NOUN
ajote-3944	89	34	,	,	PUNCT
ajote-3944	89	35	and	and	CCONJ
ajote-3944	89	36	theobald	theobald	NOUN
ajote-3944	89	37	,	,	PUNCT
ajote-3944	89	38	2015	2015	NUM
ajote-3944	89	39	)	)	PUNCT
ajote-3944	89	40	.	.	PUNCT
ajote-3944	90	1	particularly	particularly	ADV
ajote-3944	90	2	,	,	PUNCT
ajote-3944	90	3	areas	area	NOUN
ajote-3944	90	4	higher	high	ADJ
ajote-3944	90	5	in	in	ADP
ajote-3944	90	6	poverty	poverty	NOUN
ajote-3944	90	7	with	with	ADP
ajote-3944	90	8	a	a	DET
ajote-3944	90	9	larger	large	ADJ
ajote-3944	90	10	proportion	proportion	NOUN
ajote-3944	90	11	of	of	ADP
ajote-3944	90	12	minority	minority	NOUN
ajote-3944	90	13	students	student	NOUN
ajote-3944	90	14	are	be	AUX
ajote-3944	90	15	not	not	PART
ajote-3944	90	16	as	as	ADV
ajote-3944	90	17	enticing	entice	VERB
ajote-3944	90	18	to	to	ADP
ajote-3944	90	19	high	high	ADJ
ajote-3944	90	20	-	-	PUNCT
ajote-3944	90	21	quality	quality	NOUN
ajote-3944	90	22	teachers	teacher	NOUN
ajote-3944	90	23	,	,	PUNCT
ajote-3944	90	24	meaning	mean	VERB
ajote-3944	90	25	they	they	PRON
ajote-3944	90	26	must	must	AUX
ajote-3944	90	27	settle	settle	VERB
ajote-3944	90	28	for	for	ADP
ajote-3944	90	29	more	more	ADJ
ajote-3944	90	30	teachers	teacher	NOUN
ajote-3944	90	31	of	of	ADP
ajote-3944	90	32	lower	low	ADJ
ajote-3944	90	33	quality	quality	NOUN
ajote-3944	90	34	,	,	PUNCT
ajote-3944	90	35	further	far	ADV
ajote-3944	90	36	expanding	expand	VERB
ajote-3944	90	37	the	the	DET
ajote-3944	90	38	teaching	teaching	NOUN
ajote-3944	90	39	gap	gap	NOUN
ajote-3944	90	40	.	.	PUNCT
ajote-3944	91	1	similarly	similarly	ADV
ajote-3944	91	2	,	,	PUNCT
ajote-3944	91	3	ozel	ozel	ADJ
ajote-3944	91	4	and	and	CCONJ
ajote-3944	91	5	ozel	ozel	ADJ
ajote-3944	91	6	(	(	PUNCT
ajote-3944	91	7	2013	2013	NUM
ajote-3944	91	8	)	)	PUNCT
ajote-3944	91	9	found	find	VERB
ajote-3944	91	10	that	that	SCONJ
ajote-3944	91	11	students	student	NOUN
ajote-3944	91	12	in	in	ADP
ajote-3944	91	13	turkey	turkey	NOUN
ajote-3944	91	14	from	from	ADP
ajote-3944	91	15	a	a	DET
ajote-3944	91	16	low	low	ADJ
ajote-3944	91	17	socio	socio	NOUN
ajote-3944	91	18	–	–	PUNCT
ajote-3944	91	19	economic	economic	ADJ
ajote-3944	91	20	status	status	NOUN
ajote-3944	91	21	provenance	provenance	NOUN
ajote-3944	91	22	(	(	PUNCT
ajote-3944	91	23	ses	ses	PROPN
ajote-3944	91	24	)	)	PUNCT
ajote-3944	91	25	were	be	AUX
ajote-3944	91	26	much	much	ADV
ajote-3944	91	27	less	less	ADV
ajote-3944	91	28	likely	likely	ADJ
ajote-3944	91	29	to	to	PART
ajote-3944	91	30	have	have	VERB
ajote-3944	91	31	a	a	DET
ajote-3944	91	32	teacher	teacher	NOUN
ajote-3944	91	33	with	with	ADP
ajote-3944	91	34	at	at	ADV
ajote-3944	91	35	least	least	ADV
ajote-3944	91	36	three	three	NUM
ajote-3944	91	37	years	year	NOUN
ajote-3944	91	38	of	of	ADP
ajote-3944	91	39	experience	experience	NOUN
ajote-3944	91	40	than	than	ADP
ajote-3944	91	41	students	student	NOUN
ajote-3944	91	42	with	with	ADP
ajote-3944	91	43	a	a	DET
ajote-3944	91	44	high	high	ADJ
ajote-3944	91	45	ses	se	NOUN
ajote-3944	91	46	and	and	CCONJ
ajote-3944	91	47	were	be	AUX
ajote-3944	91	48	also	also	ADV
ajote-3944	91	49	less	less	ADV
ajote-3944	91	50	likely	likely	ADJ
ajote-3944	91	51	to	to	PART
ajote-3944	91	52	have	have	VERB
ajote-3944	91	53	a	a	DET
ajote-3944	91	54	teacher	teacher	NOUN
ajote-3944	91	55	with	with	ADP
ajote-3944	91	56	a	a	DET
ajote-3944	91	57	mathematics	mathematic	NOUN
ajote-3944	91	58	or	or	CCONJ
ajote-3944	91	59	mathematics	mathematics	PROPN
ajote-3944	91	60	education	education	NOUN
ajote-3944	91	61	degree	degree	NOUN
ajote-3944	91	62	.	.	PUNCT
ajote-3944	92	1	as	as	ADP
ajote-3944	92	2	such	such	ADJ
ajote-3944	92	3	,	,	PUNCT
ajote-3944	92	4	offering	offer	VERB
ajote-3944	92	5	teachers	teacher	NOUN
ajote-3944	92	6	incentives	incentive	VERB
ajote-3944	92	7	for	for	ADP
ajote-3944	92	8	continuing	continue	VERB
ajote-3944	92	9	to	to	PART
ajote-3944	92	10	teach	teach	VERB
ajote-3944	92	11	in	in	ADP
ajote-3944	92	12	a	a	DET
ajote-3944	92	13	disadvantaged	disadvantaged	ADJ
ajote-3944	92	14	school	school	NOUN
ajote-3944	92	15	could	could	AUX
ajote-3944	92	16	be	be	AUX
ajote-3944	92	17	a	a	DET
ajote-3944	92	18	step	step	NOUN
ajote-3944	92	19	in	in	ADP
ajote-3944	92	20	leveling	level	VERB
ajote-3944	92	21	the	the	DET
ajote-3944	92	22	playing	playing	NOUN
ajote-3944	92	23	field	field	NOUN
ajote-3944	92	24	and	and	CCONJ
ajote-3944	92	25	narrowing	narrow	VERB
ajote-3944	92	26	the	the	DET
ajote-3944	92	27	teacher	teacher	NOUN
ajote-3944	92	28	quality	quality	NOUN
ajote-3944	92	29	gap	gap	NOUN
ajote-3944	92	30	students	student	NOUN
ajote-3944	92	31	with	with	ADP
ajote-3944	92	32	highly	highly	ADV
ajote-3944	92	33	qualified	qualified	ADJ
ajote-3944	92	34	teachers	teacher	NOUN
ajote-3944	92	35	have	have	VERB
ajote-3944	92	36	higher	high	ADJ
ajote-3944	92	37	achievement	achievement	NOUN
ajote-3944	92	38	scores	score	NOUN
ajote-3944	92	39	(	(	PUNCT
ajote-3944	92	40	darling	darling	NOUN
ajote-3944	92	41	-	-	PUNCT
ajote-3944	92	42	hammond	hammond	NOUN
ajote-3944	92	43	,	,	PUNCT
ajote-3944	92	44	2000	2000	NUM
ajote-3944	92	45	;	;	PUNCT
ajote-3944	92	46	national	national	PROPN
ajote-3944	92	47	research	research	PROPN
ajote-3944	92	48	council	council	PROPN
ajote-3944	92	49	[	[	X
ajote-3944	92	50	nrc	nrc	PROPN
ajote-3944	92	51	]	]	PUNCT
ajote-3944	92	52	,	,	PUNCT
ajote-3944	92	53	2010	2010	NUM
ajote-3944	92	54	;	;	PUNCT
ajote-3944	92	55	wayne	wayne	PROPN
ajote-3944	92	56	&	&	CCONJ
ajote-3944	92	57	youngs	youngs	PROPN
ajote-3944	92	58	,	,	PUNCT
ajote-3944	92	59	2003	2003	NUM
ajote-3944	92	60	;	;	PUNCT
ajote-3944	92	61	wilson	wilson	PROPN
ajote-3944	92	62	,	,	PUNCT
ajote-3944	92	63	floden	floden	ADJ
ajote-3944	92	64	,	,	PUNCT
ajote-3944	92	65	&	&	CCONJ
ajote-3944	92	66	ferrinimundy	ferrinimundy	NOUN
ajote-3944	92	67	,	,	PUNCT
ajote-3944	92	68	2002	2002	NUM
ajote-3944	92	69	)	)	PUNCT
ajote-3944	92	70	.	.	PUNCT
ajote-3944	93	1	similarly	similarly	ADV
ajote-3944	93	2	,	,	PUNCT
ajote-3944	93	3	a	a	DET
ajote-3944	93	4	study	study	NOUN
ajote-3944	93	5	of	of	ADP
ajote-3944	93	6	teacher	teacher	NOUN
ajote-3944	93	7	quality	quality	NOUN
ajote-3944	93	8	in	in	ADP
ajote-3944	93	9	north	north	PROPN
ajote-3944	93	10	carolina	carolina	PROPN
ajote-3944	93	11	among	among	ADP
ajote-3944	93	12	four	four	NUM
ajote-3944	93	13	cohorts	cohort	NOUN
ajote-3944	93	14	of	of	ADP
ajote-3944	93	15	sophomores	sophomore	NOUN
ajote-3944	93	16	between	between	ADP
ajote-3944	93	17	1999	1999	NUM
ajote-3944	93	18	-	-	SYM
ajote-3944	93	19	00	00	NUM
ajote-3944	93	20	and	and	CCONJ
ajote-3944	93	21	2002	2002	NUM
ajote-3944	93	22	-	-	SYM
ajote-3944	93	23	03	03	NUM
ajote-3944	93	24	documented	document	VERB
ajote-3944	93	25	differences	difference	NOUN
ajote-3944	93	26	between	between	ADP
ajote-3944	93	27	student	student	NOUN
ajote-3944	93	28	achievements	achievement	NOUN
ajote-3944	93	29	based	base	VERB
ajote-3944	93	30	on	on	ADP
ajote-3944	93	31	their	their	PRON
ajote-3944	93	32	teacher	teacher	NOUN
ajote-3944	93	33	’s	’s	PART
ajote-3944	93	34	quality	quality	NOUN
ajote-3944	93	35	.	.	PUNCT
ajote-3944	94	1	notably	notably	ADV
ajote-3944	94	2	,	,	PUNCT
ajote-3944	94	3	students	student	NOUN
ajote-3944	94	4	who	who	PRON
ajote-3944	94	5	had	have	VERB
ajote-3944	94	6	teachers	teacher	NOUN
ajote-3944	94	7	with	with	ADP
ajote-3944	94	8	more	more	ADJ
ajote-3944	94	9	experience	experience	NOUN
ajote-3944	94	10	tended	tend	VERB
ajote-3944	94	11	to	to	PART
ajote-3944	94	12	perform	perform	VERB
ajote-3944	94	13	better	well	ADV
ajote-3944	94	14	up	up	ADV
ajote-3944	94	15	until	until	ADP
ajote-3944	94	16	the	the	DET
ajote-3944	94	17	teachers	teacher	NOUN
ajote-3944	94	18	’	’	PART
ajote-3944	94	19	fifth	fifth	ADJ
ajote-3944	94	20	year	year	NOUN
ajote-3944	94	21	(	(	PUNCT
ajote-3944	94	22	clotfelter	clotfelter	ADV
ajote-3944	94	23	,	,	PUNCT
ajote-3944	94	24	ladd	ladd	NOUN
ajote-3944	94	25	,	,	PUNCT
ajote-3944	94	26	and	and	CCONJ
ajote-3944	94	27	vidor	vidor	NOUN
ajote-3944	94	28	,	,	PUNCT
ajote-3944	94	29	2010	2010	NUM
ajote-3944	94	30	)	)	PUNCT
ajote-3944	94	31	.	.	PUNCT
ajote-3944	95	1	additiona	additiona	PROPN
ajote-3944	95	2	lly	lly	ADV
ajote-3944	95	3	,	,	PUNCT
ajote-3944	95	4	students	student	NOUN
ajote-3944	95	5	taught	teach	VERB
ajote-3944	95	6	by	by	ADP
ajote-3944	95	7	teachers	teacher	NOUN
ajote-3944	95	8	with	with	ADP
ajote-3944	95	9	master	master	NOUN
ajote-3944	95	10	’s	’s	PART
ajote-3944	95	11	degrees	degree	NOUN
ajote-3944	95	12	had	have	VERB
ajote-3944	95	13	a	a	DET
ajote-3944	95	14	significant	significant	ADJ
ajote-3944	95	15	improvement	improvement	NOUN
ajote-3944	95	16	at	at	ADP
ajote-3944	95	17	the	the	DET
ajote-3944	95	18	end	end	NOUN
ajote-3944	95	19	of	of	ADP
ajote-3944	95	20	course	course	NOUN
ajote-3944	95	21	scores	score	NOUN
ajote-3944	95	22	.	.	PUNCT
ajote-3944	96	1	clotfelter	clotfelter	ADJ
ajote-3944	96	2	,	,	PUNCT
ajote-3944	96	3	ladd	ladd	NOUN
ajote-3944	96	4	,	,	PUNCT
ajote-3944	96	5	and	and	CCONJ
ajote-3944	96	6	vidor	vidor	PROPN
ajote-3944	96	7	(	(	PUNCT
ajote-3944	96	8	2010	2010	NUM
ajote-3944	96	9	)	)	PUNCT
ajote-3944	96	10	found	find	VERB
ajote-3944	96	11	a	a	DET
ajote-3944	96	12	statistically	statistically	ADV
ajote-3944	96	13	significant	significant	ADJ
ajote-3944	96	14	positive	positive	ADJ
ajote-3944	96	15	linear	linear	NOUN
ajote-3944	96	16	relationship	relationship	NOUN
ajote-3944	96	17	between	between	ADP
ajote-3944	96	18	teachers	teacher	NOUN
ajote-3944	96	19	’	’	PART
ajote-3944	96	20	scores	score	NOUN
ajote-3944	96	21	on	on	ADP
ajote-3944	96	22	certification	certification	NOUN
ajote-3944	96	23	exams	exam	NOUN
ajote-3944	96	24	such	such	ADJ
ajote-3944	96	25	as	as	ADP
ajote-3944	96	26	the	the	DET
ajote-3944	96	27	praxis	praxis	PROPN
ajote-3944	96	28	ii	ii	PROPN
ajote-3944	96	29	exam	exam	NOUN
ajote-3944	96	30	and	and	CCONJ
ajote-3944	96	31	their	their	PRON
ajote-3944	96	32	students	student	NOUN
ajote-3944	96	33	’	'	PUNCT
ajote-3944	96	34	achievement	achievement	NOUN
ajote-3944	96	35	on	on	ADP
ajote-3944	96	36	the	the	DET
ajote-3944	96	37	end	end	NOUN
ajote-3944	96	38	of	of	ADP
ajote-3944	96	39	semester	semester	NOUN
ajote-3944	96	40	examination	examination	NOUN
ajote-3944	96	41	.	.	PUNCT
ajote-3944	97	1	however	however	ADV
ajote-3944	97	2	,	,	PUNCT
ajote-3944	97	3	teachers	teacher	NOUN
ajote-3944	97	4	with	with	ADP
ajote-3944	97	5	a	a	DET
ajote-3944	97	6	lateral	lateral	ADJ
ajote-3944	97	7	entry	entry	NOUN
ajote-3944	97	8	license	license	NOUN
ajote-3944	97	9	,	,	PUNCT
ajote-3944	97	10	whic	whic	ADJ
ajote-3944	97	11	h	h	NOUN
ajote-3944	97	12	allows	allow	VERB
ajote-3944	97	13	college	college	NOUN
ajote-3944	97	14	graduates	graduate	NOUN
ajote-3944	97	15	with	with	ADP
ajote-3944	97	16	only	only	ADV
ajote-3944	97	17	a	a	DET
ajote-3944	97	18	bachelor	bachelor	NOUN
ajote-3944	97	19	’s	’s	NOUN
ajote-3944	97	20	degree	degree	NOUN
ajote-3944	97	21	to	to	PART
ajote-3944	97	22	teach	teach	VERB
ajote-3944	97	23	while	while	SCONJ
ajote-3944	97	24	completing	complete	VERB
ajote-3944	97	25	their	their	PRON
ajote-3944	97	26	certifica	certifica	NOUN
ajote-3944	97	27	t	t	PROPN
ajote-3944	97	28	ion	ion	NOUN
ajote-3944	97	29	over	over	ADP
ajote-3944	97	30	the	the	DET
ajote-3944	97	31	next	next	ADJ
ajote-3944	97	32	three	three	NUM
ajote-3944	97	33	years	year	NOUN
ajote-3944	97	34	,	,	PUNCT
ajote-3944	97	35	were	be	AUX
ajote-3944	97	36	slightly	slightly	ADV
ajote-3944	97	37	less	less	ADV
ajote-3944	97	38	effective	effective	ADJ
ajote-3944	97	39	than	than	ADP
ajote-3944	97	40	those	those	PRON
ajote-3944	97	41	with	with	ADP
ajote-3944	97	42	regular	regular	ADJ
ajote-3944	97	43	licenses	license	NOUN
ajote-3944	97	44	.	.	PUNCT
ajote-3944	98	1	further	far	ADV
ajote-3944	98	2	,	,	PUNCT
ajote-3944	98	3	third	third	ADJ
ajote-3944	98	4	and	and	CCONJ
ajote-3944	98	5	fourth	fourth	ADJ
ajote-3944	98	6	grade	grade	PROPN
ajote-3944	98	7	national	national	PROPN
ajote-3944	98	8	board	board	PROPN
ajote-3944	98	9	-	-	PUNCT
ajote-3944	98	10	certified	certify	VERB
ajote-3944	98	11	teachers	teacher	NOUN
ajote-3944	98	12	had	have	VERB
ajote-3944	98	13	the	the	DET
ajote-3944	98	14	largest	large	ADJ
ajote-3944	98	15	effects	effect	NOUN
ajote-3944	98	16	of	of	ADP
ajote-3944	98	17	the	the	DET
ajote-3944	98	18	on	on	ADP
ajote-3944	98	19	students	student	NOUN
ajote-3944	98	20	’	'	PUNCT
ajote-3944	98	21	rachel	rachel	PROPN
ajote-3944	98	22	angela	angela	PROPN
ajote-3944	98	23	ayieko	ayieko	PROPN
ajote-3944	98	24	,	,	PUNCT
ajote-3944	98	25	gibbs	gibbs	PROPN
ajote-3944	98	26	kanyongo	kanyongo	PROPN
ajote-3944	98	27	,	,	PUNCT
ajote-3944	98	28	bryan	bryan	PROPN
ajote-3944	98	29	nelson	nelson	PROPN
ajote-3944	98	30	72	72	NUM
ajote-3944	98	31	ajote	ajote	NOUN
ajote-3944	98	32	vol	vol	NOUN
ajote-3944	98	33	.	.	PUNCT
ajote-3944	99	1	7	7	X
ajote-3944	99	2	.	.	X
ajote-3944	99	3	no	no	INTJ
ajote-3944	99	4	.	.	NOUN
ajote-3944	99	5	1	1	NUM
ajote-3944	99	6	,	,	PUNCT
ajote-3944	99	7	pp	pp	ADJ
ajote-3944	99	8	.	.	PUNCT
ajote-3944	100	1	66	66	NUM
ajote-3944	101	1	-94	-94	PUNCT
ajote-3944	101	2	achievement	achievement	NOUN
ajote-3944	101	3	in	in	ADP
ajote-3944	101	4	mathematics	mathematics	PROPN
ajote-3944	101	5	(	(	PUNCT
ajote-3944	101	6	clotfelter	clotfelter	ADV
ajote-3944	101	7	et	et	PROPN
ajote-3944	101	8	al	al	PROPN
ajote-3944	101	9	.	.	PROPN
ajote-3944	101	10	,	,	PUNCT
ajote-3944	101	11	2010	2010	NUM
ajote-3944	101	12	)	)	PUNCT
ajote-3944	101	13	.	.	PUNCT
ajote-3944	102	1	in	in	ADP
ajote-3944	102	2	sum	sum	NOUN
ajote-3944	102	3	,	,	PUNCT
ajote-3944	102	4	teacher	teacher	NOUN
ajote-3944	102	5	quality	quality	NOUN
ajote-3944	102	6	is	be	AUX
ajote-3944	102	7	a	a	DET
ajote-3944	102	8	significant	significant	ADJ
ajote-3944	102	9	factor	factor	NOUN
ajote-3944	102	10	in	in	ADP
ajote-3944	102	11	students	student	NOUN
ajote-3944	102	12	’	'	PUNCT
ajote-3944	102	13	performance	performance	NOUN
ajote-3944	102	14	,	,	PUNCT
ajote-3944	102	15	considering	consider	VERB
ajote-3944	102	16	the	the	DET
ajote-3944	102	17	context	context	NOUN
ajote-3944	102	18	,	,	PUNCT
ajote-3944	102	19	certification	certification	NOUN
ajote-3944	102	20	,	,	PUNCT
ajote-3944	102	21	and	and	CCONJ
ajote-3944	102	22	students	student	NOUN
ajote-3944	102	23	’	'	PUNCT
ajote-3944	102	24	grade	grade	NOUN
ajote-3944	102	25	levels	level	NOUN
ajote-3944	102	26	related	relate	VERB
ajote-3944	102	27	to	to	ADP
ajote-3944	102	28	the	the	DET
ajote-3944	102	29	learning	learning	NOUN
ajote-3944	102	30	outcomes	outcome	NOUN
ajote-3944	102	31	.	.	PUNCT
ajote-3944	103	1	teacher	teacher	NOUN
ajote-3944	103	2	quality	quality	NOUN
ajote-3944	103	3	is	be	AUX
ajote-3944	103	4	among	among	ADP
ajote-3944	103	5	the	the	DET
ajote-3944	103	6	factors	factor	NOUN
ajote-3944	103	7	that	that	SCONJ
ajote-3944	103	8	several	several	ADJ
ajote-3944	103	9	countries	country	NOUN
ajote-3944	103	10	have	have	AUX
ajote-3944	103	11	focused	focus	VERB
ajote-3944	103	12	on	on	ADP
ajote-3944	103	13	in	in	ADP
ajote-3944	103	14	their	their	PRON
ajote-3944	103	15	quest	quest	NOUN
ajote-3944	103	16	for	for	ADP
ajote-3944	103	17	the	the	DET
ajote-3944	103	18	improvement	improvement	NOUN
ajote-3944	103	19	of	of	ADP
ajote-3944	103	20	mathematics	mathematic	NOUN
ajote-3944	103	21	learning	learn	VERB
ajote-3944	103	22	outcomes	outcome	NOUN
ajote-3944	103	23	.	.	PUNCT
ajote-3944	104	1	hunt	hunt	NOUN
ajote-3944	104	2	(	(	PUNCT
ajote-3944	104	3	2015	2015	NUM
ajote-3944	104	4	)	)	PUNCT
ajote-3944	104	5	selected	select	VERB
ajote-3944	104	6	40	40	NUM
ajote-3944	104	7	countries	country	NOUN
ajote-3944	104	8	located	locate	VERB
ajote-3944	104	9	in	in	ADP
ajote-3944	104	10	latin	latin	PROPN
ajote-3944	104	11	america	america	PROPN
ajote-3944	104	12	,	,	PUNCT
ajote-3944	104	13	the	the	DET
ajote-3944	104	14	caribbean	caribbean	ADJ
ajote-3944	104	15	,	,	PUNCT
ajote-3944	104	16	sub	sub	ADJ
ajote-3944	104	17	-	-	ADJ
ajote-3944	104	18	sahara	sahara	ADJ
ajote-3944	104	19	africa	africa	PROPN
ajote-3944	104	20	,	,	PUNCT
ajote-3944	104	21	and	and	CCONJ
ajote-3944	104	22	three	three	NUM
ajote-3944	104	23	regions	region	NOUN
ajote-3944	104	24	of	of	ADP
ajote-3944	104	25	asia	asia	PROPN
ajote-3944	104	26	and	and	CCONJ
ajote-3944	104	27	analyzed	analyze	VERB
ajote-3944	104	28	how	how	SCONJ
ajote-3944	104	29	each	each	DET
ajote-3944	104	30	country	country	NOUN
ajote-3944	104	31	planned	plan	VERB
ajote-3944	104	32	to	to	PART
ajote-3944	104	33	improve	improve	VERB
ajote-3944	104	34	teacher	teacher	NOUN
ajote-3944	104	35	quality	quality	NOUN
ajote-3944	104	36	and	and	CCONJ
ajote-3944	104	37	learning	learn	VERB
ajote-3944	104	38	outcomes	outcome	NOUN
ajote-3944	104	39	in	in	ADP
ajote-3944	104	40	their	their	PRON
ajote-3944	104	41	national	national	ADJ
ajote-3944	104	42	education	education	NOUN
ajote-3944	104	43	policy	policy	NOUN
ajote-3944	104	44	.	.	PUNCT
ajote-3944	105	1	with	with	ADP
ajote-3944	105	2	regards	regard	NOUN
ajote-3944	105	3	to	to	ADP
ajote-3944	105	4	improving	improve	VERB
ajote-3944	105	5	teacher	teacher	NOUN
ajote-3944	105	6	quality	quality	NOUN
ajote-3944	105	7	,	,	PUNCT
ajote-3944	105	8	hunt	hunt	NOUN
ajote-3944	105	9	found	find	VERB
ajote-3944	105	10	that	that	SCONJ
ajote-3944	105	11	less	less	ADJ
ajote-3944	105	12	than	than	ADP
ajote-3944	105	13	half	half	NOUN
ajote-3944	105	14	of	of	ADP
ajote-3944	105	15	the	the	DET
ajote-3944	105	16	educational	educational	ADJ
ajote-3944	105	17	plans	plan	NOUN
ajote-3944	105	18	included	include	VERB
ajote-3944	105	19	provisions	provision	NOUN
ajote-3944	105	20	to	to	PART
ajote-3944	105	21	improve	improve	VERB
ajote-3944	105	22	the	the	DET
ajote-3944	105	23	quality	quality	NOUN
ajote-3944	105	24	of	of	ADP
ajote-3944	105	25	teacher	teacher	NOUN
ajote-3944	105	26	education	education	NOUN
ajote-3944	105	27	programs	program	NOUN
ajote-3944	105	28	and	and	CCONJ
ajote-3944	105	29	only	only	ADV
ajote-3944	105	30	seven	seven	NUM
ajote-3944	105	31	proposed	propose	VERB
ajote-3944	105	32	increasing	increase	VERB
ajote-3944	105	33	the	the	DET
ajote-3944	105	34	standards	standard	NOUN
ajote-3944	105	35	for	for	ADP
ajote-3944	105	36	teacher	teacher	NOUN
ajote-3944	105	37	qualifications	qualification	NOUN
ajote-3944	105	38	.	.	PUNCT
ajote-3944	106	1	although	although	SCONJ
ajote-3944	106	2	80	80	NUM
ajote-3944	106	3	%	%	NOUN
ajote-3944	106	4	of	of	ADP
ajote-3944	106	5	the	the	DET
ajote-3944	106	6	plans	plan	NOUN
ajote-3944	106	7	called	call	VERB
ajote-3944	106	8	for	for	ADP
ajote-3944	106	9	greater	great	ADJ
ajote-3944	106	10	accountability	accountability	NOUN
ajote-3944	106	11	for	for	ADP
ajote-3944	106	12	improving	improve	VERB
ajote-3944	106	13	teacher	teacher	NOUN
ajote-3944	106	14	quality	quality	NOUN
ajote-3944	106	15	,	,	PUNCT
ajote-3944	106	16	there	there	PRON
ajote-3944	106	17	was	be	VERB
ajote-3944	106	18	a	a	DET
ajote-3944	106	19	difference	difference	NOUN
ajote-3944	106	20	of	of	ADP
ajote-3944	106	21	opinion	opinion	NOUN
ajote-3944	106	22	as	as	ADP
ajote-3944	106	23	to	to	ADP
ajote-3944	106	24	who	who	PRON
ajote-3944	106	25	should	should	AUX
ajote-3944	106	26	be	be	AUX
ajote-3944	106	27	held	hold	VERB
ajote-3944	106	28	responsible	responsible	ADJ
ajote-3944	106	29	,	,	PUNCT
ajote-3944	106	30	ranging	range	VERB
ajote-3944	106	31	from	from	ADP
ajote-3944	106	32	teachers	teacher	NOUN
ajote-3944	106	33	,	,	PUNCT
ajote-3944	106	34	head	head	NOUN
ajote-3944	106	35	teachers	teacher	NOUN
ajote-3944	106	36	,	,	PUNCT
ajote-3944	106	37	and	and	CCONJ
ajote-3944	106	38	the	the	DET
ajote-3944	106	39	school	school	NOUN
ajote-3944	106	40	.	.	PUNCT
ajote-3944	107	1	similarly	similarly	ADV
ajote-3944	107	2	,	,	PUNCT
ajote-3944	107	3	teachers	teacher	NOUN
ajote-3944	107	4	’	'	PUNCT
ajote-3944	107	5	subject	subject	ADJ
ajote-3944	107	6	matter	matter	NOUN
ajote-3944	107	7	qualifications	qualification	NOUN
ajote-3944	107	8	differ	differ	VERB
ajote-3944	107	9	across	across	ADP
ajote-3944	107	10	the	the	DET
ajote-3944	107	11	african	african	ADJ
ajote-3944	107	12	countries	country	NOUN
ajote-3944	107	13	.	.	PUNCT
ajote-3944	108	1	bonnet	bonnet	NOUN
ajote-3944	108	2	(	(	PUNCT
ajote-3944	108	3	2008	2008	NUM
ajote-3944	108	4	)	)	PUNCT
ajote-3944	108	5	observed	observe	VERB
ajote-3944	108	6	that	that	SCONJ
ajote-3944	108	7	among	among	ADP
ajote-3944	108	8	the	the	DET
ajote-3944	108	9	participating	participate	VERB
ajote-3944	108	10	countries	country	NOUN
ajote-3944	108	11	,	,	PUNCT
ajote-3944	108	12	the	the	DET
ajote-3944	108	13	kenyan	kenyan	ADJ
ajote-3944	108	14	students	student	NOUN
ajote-3944	108	15	had	have	VERB
ajote-3944	108	16	teachers	teacher	NOUN
ajote-3944	108	17	with	with	ADP
ajote-3944	108	18	the	the	DET
ajote-3944	108	19	highest	high	ADJ
ajote-3944	108	20	qualification	qualification	NOUN
ajote-3944	108	21	in	in	ADP
ajote-3944	108	22	mathematics	mathematic	NOUN
ajote-3944	108	23	.	.	PUNCT
ajote-3944	109	1	further	far	ADV
ajote-3944	109	2	,	,	PUNCT
ajote-3944	109	3	over	over	ADP
ajote-3944	109	4	95	95	NUM
ajote-3944	109	5	%	%	NOUN
ajote-3944	109	6	of	of	ADP
ajote-3944	109	7	teachers	teacher	NOUN
ajote-3944	109	8	in	in	ADP
ajote-3944	109	9	kenya	kenya	PROPN
ajote-3944	109	10	reached	reach	VERB
ajote-3944	109	11	mathematics	mathematic	NOUN
ajote-3944	109	12	competencies1	competencies1	NOUN
ajote-3944	109	13	level	level	NOUN
ajote-3944	109	14	of	of	ADP
ajote-3944	109	15	eight	eight	NUM
ajote-3944	109	16	of	of	ADP
ajote-3944	109	17	the	the	DET
ajote-3944	109	18	scale	scale	NOUN
ajote-3944	109	19	measurement	measurement	NOUN
ajote-3944	109	20	of	of	ADP
ajote-3944	109	21	mathematics	mathematic	NOUN
ajote-3944	109	22	competencies	competency	NOUN
ajote-3944	109	23	,	,	PUNCT
ajote-3944	109	24	indicating	indicate	VERB
ajote-3944	109	25	that	that	SCONJ
ajote-3944	109	26	they	they	PRON
ajote-3944	109	27	could	could	AUX
ajote-3944	109	28	identify	identify	VERB
ajote-3944	109	29	“	"	PUNCT
ajote-3944	109	30	the	the	DET
ajote-3944	109	31	nature	nature	NOUN
ajote-3944	109	32	of	of	ADP
ajote-3944	109	33	an	an	DET
ajote-3944	109	34	unstated	unstated	ADJ
ajote-3944	109	35	mathematical	mathematical	ADJ
ajote-3944	109	36	problem	problem	NOUN
ajote-3944	109	37	”	"	PUNCT
ajote-3944	109	38	and	and	CCONJ
ajote-3944	109	39	turn	turn	VERB
ajote-3944	109	40	it	it	PRON
ajote-3944	109	41	into	into	ADP
ajote-3944	109	42	a	a	DET
ajote-3944	109	43	“	"	PUNCT
ajote-3944	109	44	symbolic	symbolic	ADJ
ajote-3944	109	45	,	,	PUNCT
ajote-3944	109	46	algebraic	algebraic	ADJ
ajote-3944	109	47	,	,	PUNCT
ajote-3944	109	48	or	or	CCONJ
ajote-3944	109	49	equation	equation	NOUN
ajote-3944	109	50	form	form	NOUN
ajote-3944	109	51	”	"	PUNCT
ajote-3944	109	52	to	to	PART
ajote-3944	109	53	solve	solve	VERB
ajote-3944	109	54	the	the	DET
ajote-3944	109	55	problem	problem	NOUN
ajote-3944	109	56	(	(	PUNCT
ajote-3944	109	57	wasanga	wasanga	INTJ
ajote-3944	109	58	et	et	PROPN
ajote-3944	109	59	al	al	PROPN
ajote-3944	109	60	.	.	PROPN
ajote-3944	109	61	,	,	PUNCT
ajote-3944	109	62	2011	2011	NUM
ajote-3944	109	63	,	,	PUNCT
ajote-3944	109	64	p.98	p.98	NOUN
ajote-3944	109	65	)	)	PUNCT
ajote-3944	109	66	.	.	PUNCT
ajote-3944	110	1	in	in	ADP
ajote-3944	110	2	comparison	comparison	NOUN
ajote-3944	110	3	,	,	PUNCT
ajote-3944	110	4	only	only	ADV
ajote-3944	110	5	two	two	NUM
ajote-3944	110	6	other	other	ADJ
ajote-3944	110	7	countries	country	NOUN
ajote-3944	110	8	(	(	PUNCT
ajote-3944	110	9	uganda	uganda	PROPN
ajote-3944	110	10	and	and	CCONJ
ajote-3944	110	11	the	the	DET
ajote-3944	110	12	seychelles	seychelle	NOUN
ajote-3944	110	13	)	)	PUNCT
ajote-3944	110	14	had	have	VERB
ajote-3944	110	15	50	50	NUM
ajote-3944	110	16	%	%	NOUN
ajote-3944	110	17	of	of	ADP
ajote-3944	110	18	its	its	PRON
ajote-3944	110	19	teachers	teacher	NOUN
ajote-3944	110	20	attaining	attain	VERB
ajote-3944	110	21	competency	competency	NOUN
ajote-3944	110	22	level	level	NOUN
ajote-3944	110	23	of	of	ADP
ajote-3944	110	24	eight	eight	NUM
ajote-3944	110	25	.	.	PUNCT
ajote-3944	111	1	carnoy	carnoy	PROPN
ajote-3944	111	2	and	and	CCONJ
ajote-3944	111	3	arends	arend	NOUN
ajote-3944	111	4	(	(	PUNCT
ajote-3944	111	5	2012	2012	NUM
ajote-3944	111	6	)	)	PUNCT
ajote-3944	111	7	reported	report	VERB
ajote-3944	111	8	that	that	SCONJ
ajote-3944	111	9	teacher	teacher	NOUN
ajote-3944	111	10	quality	quality	NOUN
ajote-3944	111	11	and	and	CCONJ
ajote-3944	111	12	teacher	teacher	NOUN
ajote-3944	111	13	knowledge	knowledge	NOUN
ajote-3944	111	14	are	be	AUX
ajote-3944	111	15	related	relate	VERB
ajote-3944	111	16	.	.	PUNCT
ajote-3944	112	1	focusing	focus	VERB
ajote-3944	112	2	on	on	ADP
ajote-3944	112	3	students	student	NOUN
ajote-3944	112	4	in	in	ADP
ajote-3944	112	5	south	south	PROPN
ajote-3944	112	6	africa	africa	PROPN
ajote-3944	112	7	and	and	CCONJ
ajote-3944	112	8	botswana	botswana	PROPN
ajote-3944	112	9	,	,	PUNCT
ajote-3944	112	10	carnoy	carnoy	NOUN
ajote-3944	112	11	and	and	CCONJ
ajote-3944	112	12	arends	arend	NOUN
ajote-3944	112	13	(	(	PUNCT
ajote-3944	112	14	2012	2012	NUM
ajote-3944	112	15	)	)	PUNCT
ajote-3944	112	16	found	find	VERB
ajote-3944	112	17	that	that	SCONJ
ajote-3944	112	18	very	very	ADV
ajote-3944	112	19	few	few	ADJ
ajote-3944	112	20	teachers	teacher	NOUN
ajote-3944	112	21	in	in	ADP
ajote-3944	112	22	south	south	PROPN
ajote-3944	112	23	africa	africa	PROPN
ajote-3944	112	24	had	have	VERB
ajote-3944	112	25	“	"	PUNCT
ajote-3944	112	26	universitylevel	universitylevel	ADJ
ajote-3944	112	27	training	training	NOUN
ajote-3944	112	28	,	,	PUNCT
ajote-3944	112	29	”	"	PUNCT
ajote-3944	112	30	compared	compare	VERB
ajote-3944	112	31	to	to	ADP
ajote-3944	112	32	nearly	nearly	ADV
ajote-3944	112	33	half	half	NOUN
ajote-3944	112	34	in	in	ADP
ajote-3944	112	35	botswana	botswana	PROPN
ajote-3944	112	36	.	.	PUNCT
ajote-3944	113	1	moreover	moreover	ADV
ajote-3944	113	2	,	,	PUNCT
ajote-3944	113	3	teachers	teacher	NOUN
ajote-3944	113	4	in	in	ADP
ajote-3944	113	5	south	south	PROPN
ajote-3944	113	6	africa	africa	PROPN
ajote-3944	113	7	with	with	ADP
ajote-3944	113	8	university	university	NOUN
ajote-3944	113	9	level	level	NOUN
ajote-3944	113	10	training	training	NOUN
ajote-3944	113	11	had	have	VERB
ajote-3944	113	12	a	a	DET
ajote-3944	113	13	lower	low	ADJ
ajote-3944	113	14	level	level	NOUN
ajote-3944	113	15	of	of	ADP
ajote-3944	113	16	mathematica	mathematica	PROPN
ajote-3944	113	17	l	l	PROPN
ajote-3944	113	18	knowledge	knowledge	NOUN
ajote-3944	113	19	than	than	ADP
ajote-3944	113	20	botswana	botswana	PROPN
ajote-3944	113	21	teachers	teacher	NOUN
ajote-3944	113	22	with	with	ADP
ajote-3944	113	23	coursework	coursework	NOUN
ajote-3944	113	24	from	from	ADP
ajote-3944	113	25	a	a	DET
ajote-3944	113	26	teacher	teacher	NOUN
ajote-3944	113	27	training	training	NOUN
ajote-3944	113	28	college	college	NOUN
ajote-3944	113	29	.	.	PUNCT
ajote-3944	114	1	indeed	indeed	ADV
ajote-3944	114	2	,	,	PUNCT
ajote-3944	114	3	these	these	DET
ajote-3944	114	4	findings	finding	NOUN
ajote-3944	114	5	further	far	ADV
ajote-3944	114	6	confirm	confirm	VERB
ajote-3944	114	7	that	that	DET
ajote-3944	114	8	subject	subject	NOUN
ajote-3944	114	9	matter	matter	NOUN
ajote-3944	114	10	qualifications	qualification	NOUN
ajote-3944	114	11	and	and	CCONJ
ajote-3944	114	12	teacher	teacher	NOUN
ajote-3944	114	13	knowledge	knowledge	NOUN
ajote-3944	114	14	should	should	AUX
ajote-3944	114	15	be	be	AUX
ajote-3944	114	16	further	far	ADV
ajote-3944	114	17	investigated	investigate	VERB
ajote-3944	114	18	and	and	CCONJ
ajote-3944	114	19	the	the	DET
ajote-3944	114	20	relationships	relationship	NOUN
ajote-3944	114	21	with	with	ADP
ajote-3944	114	22	students	student	NOUN
ajote-3944	114	23	’	’	PART
ajote-3944	114	24	mathematics	mathematic	NOUN
ajote-3944	114	25	competencies	competency	NOUN
ajote-3944	114	26	explored	explore	VERB
ajote-3944	114	27	.	.	PUNCT
ajote-3944	115	1	comparing	compare	VERB
ajote-3944	115	2	teacher	teacher	NOUN
ajote-3944	115	3	quality	quality	NOUN
ajote-3944	115	4	across	across	ADP
ajote-3944	115	5	selected	select	VERB
ajote-3944	115	6	anglophone	anglophone	ADJ
ajote-3944	115	7	countries	country	NOUN
ajote-3944	115	8	in	in	ADP
ajote-3944	115	9	sub	sub	ADJ
ajote-3944	115	10	-	-	ADJ
ajote-3944	115	11	sahara	sahara	ADJ
ajote-3944	115	12	africa	africa	PROPN
ajote-3944	115	13	reveals	reveal	VERB
ajote-3944	115	14	teacher	teacher	NOUN
ajote-3944	115	15	quality	quality	NOUN
ajote-3944	115	16	is	be	AUX
ajote-3944	115	17	dissimilar	dissimilar	ADJ
ajote-3944	115	18	.	.	PUNCT
ajote-3944	116	1	both	both	DET
ajote-3944	116	2	kenya	kenya	PROPN
ajote-3944	116	3	and	and	CCONJ
ajote-3944	116	4	zimbabwe	zimbabwe	PROPN
ajote-3944	116	5	had	have	VERB
ajote-3944	116	6	high	high	ADJ
ajote-3944	116	7	percentages	percentage	NOUN
ajote-3944	116	8	of	of	ADP
ajote-3944	116	9	their	their	PRON
ajote-3944	116	10	teachers	teacher	NOUN
ajote-3944	116	11	with	with	ADP
ajote-3944	116	12	at	at	ADP
ajote-3944	116	13	1	1	NUM
ajote-3944	116	14	mathematics	mathematics	NOUN
ajote-3944	116	15	competency	competency	NOUN
ajote-3944	116	16	is	be	AUX
ajote-3944	116	17	measured	measure	VERB
ajote-3944	116	18	in	in	ADP
ajote-3944	116	19	eight	eight	NUM
ajote-3944	116	20	different	different	ADJ
ajote-3944	116	21	levels	level	NOUN
ajote-3944	116	22	with	with	ADP
ajote-3944	116	23	1	1	NUM
ajote-3944	116	24	representing	represent	VERB
ajote-3944	116	25	the	the	DET
ajote-3944	116	26	lowest	low	ADJ
ajote-3944	116	27	level	level	NOUN
ajote-3944	116	28	(	(	PUNCT
ajote-3944	116	29	pre	pre	ADJ
ajote-3944	116	30	-numeracy	-numeracy	NOUN
ajote-3944	116	31	)	)	PUNCT
ajote-3944	116	32	and	and	CCONJ
ajote-3944	116	33	8	8	NUM
ajote-3944	116	34	representing	represent	VERB
ajote-3944	116	35	the	the	DET
ajote-3944	116	36	highest	high	ADJ
ajote-3944	116	37	level	level	NOUN
ajote-3944	116	38	(	(	PUNCT
ajote-3944	116	39	abstract	abstract	ADJ
ajote-3944	116	40	problem	problem	NOUN
ajote-3944	116	41	solving	solving	NOUN
ajote-3944	116	42	skills	skill	NOUN
ajote-3944	116	43	)	)	PUNCT
ajote-3944	116	44	.	.	PUNCT
ajote-3944	117	1	understanding	understand	VERB
ajote-3944	117	2	the	the	DET
ajote-3944	117	3	relationships	relationship	NOUN
ajote-3944	117	4	between	between	ADP
ajote-3944	117	5	teacher	teacher	NOUN
ajote-3944	117	6	quality	quality	NOUN
ajote-3944	117	7	and	and	CCONJ
ajote-3944	117	8	sixth	sixth	ADJ
ajote-3944	117	9	grade	grade	NOUN
ajote-3944	117	10	students	student	NOUN
ajote-3944	117	11	’	'	PUNCT
ajote-3944	117	12	mathematics	mathematic	NOUN
ajote-3944	117	13	competencies	competency	NOUN
ajote-3944	117	14	in	in	ADP
ajote-3944	117	15	kenya	kenya	PROPN
ajote-3944	117	16	and	and	CCONJ
ajote-3944	117	17	zimbabwe	zimbabwe	NOUN
ajote-3944	117	18	73	73	NUM
ajote-3944	117	19	ajote	ajote	NOUN
ajote-3944	117	20	vol	vol	NOUN
ajote-3944	117	21	.	.	PUNCT
ajote-3944	118	1	7	7	X
ajote-3944	118	2	.	.	X
ajote-3944	118	3	no	no	INTJ
ajote-3944	118	4	.	.	NOUN
ajote-3944	118	5	1	1	NUM
ajote-3944	118	6	,	,	PUNCT
ajote-3944	118	7	pp	pp	ADJ
ajote-3944	118	8	.	.	PUNCT
ajote-3944	119	1	66	66	NUM
ajote-3944	119	2	-94	-94	PUNCT
ajote-3944	120	1	least	least	ADJ
ajote-3944	120	2	a	a	DET
ajote-3944	120	3	secondary	secondary	ADJ
ajote-3944	120	4	education	education	NOUN
ajote-3944	120	5	,	,	PUNCT
ajote-3944	120	6	coming	come	VERB
ajote-3944	120	7	in	in	ADV
ajote-3944	120	8	at	at	ADP
ajote-3944	120	9	97.8	97.8	NUM
ajote-3944	120	10	%	%	NOUN
ajote-3944	120	11	and	and	CCONJ
ajote-3944	120	12	94.8	94.8	NUM
ajote-3944	120	13	%	%	NOUN
ajote-3944	120	14	respectively	respectively	ADV
ajote-3944	120	15	.	.	PUNCT
ajote-3944	121	1	one	one	NUM
ajote-3944	121	2	significant	significant	ADJ
ajote-3944	121	3	differ	differ	VERB
ajote-3944	121	4	ence	ence	NOUN
ajote-3944	121	5	between	between	ADP
ajote-3944	121	6	teachers	teacher	NOUN
ajote-3944	121	7	’	’	PART
ajote-3944	121	8	backgrounds	background	NOUN
ajote-3944	121	9	was	be	AUX
ajote-3944	121	10	on	on	ADP
ajote-3944	121	11	the	the	DET
ajote-3944	121	12	number	number	NOUN
ajote-3944	121	13	of	of	ADP
ajote-3944	121	14	years	year	NOUN
ajote-3944	121	15	of	of	ADP
ajote-3944	121	16	teacher	teacher	NOUN
ajote-3944	121	17	training	training	NOUN
ajote-3944	121	18	(	(	PUNCT
ajote-3944	121	19	makuwa	makuwa	PROPN
ajote-3944	121	20	,	,	PUNCT
ajote-3944	121	21	2011	2011	NUM
ajote-3944	121	22	)	)	PUNCT
ajote-3944	121	23	.	.	PUNCT
ajote-3944	122	1	whereas	whereas	SCONJ
ajote-3944	122	2	zimbabwean	zimbabwean	ADJ
ajote-3944	122	3	teachers	teacher	NOUN
ajote-3944	122	4	were	be	AUX
ajote-3944	122	5	above	above	ADV
ajote-3944	122	6	average	average	ADJ
ajote-3944	122	7	at	at	ADP
ajote-3944	122	8	3.1	3.1	NUM
ajote-3944	122	9	years	year	NOUN
ajote-3944	122	10	,	,	PUNCT
ajote-3944	122	11	kenyan	kenyan	ADJ
ajote-3944	122	12	teachers	teacher	NOUN
ajote-3944	122	13	had	have	VERB
ajote-3944	122	14	a	a	DET
ajote-3944	122	15	below	below	ADP
ajote-3944	122	16	average	average	ADJ
ajote-3944	122	17	amount	amount	NOUN
ajote-3944	122	18	of	of	ADP
ajote-3944	122	19	training	training	NOUN
ajote-3944	122	20	at	at	ADP
ajote-3944	122	21	2.0	2.0	NUM
ajote-3944	122	22	years	year	NOUN
ajote-3944	122	23	.	.	PUNCT
ajote-3944	123	1	however	however	ADV
ajote-3944	123	2	,	,	PUNCT
ajote-3944	123	3	kenyan	kenyan	ADJ
ajote-3944	123	4	teachers	teacher	NOUN
ajote-3944	123	5	had	have	VERB
ajote-3944	123	6	more	more	ADJ
ajote-3944	123	7	years	year	NOUN
ajote-3944	123	8	of	of	ADP
ajote-3944	123	9	teaching	teach	VERB
ajote-3944	123	10	experience	experience	NOUN
ajote-3944	123	11	on	on	ADP
ajote-3944	123	12	average	average	ADJ
ajote-3944	123	13	at	at	ADP
ajote-3944	123	14	13.3	13.3	NUM
ajote-3944	123	15	years	year	NOUN
ajote-3944	123	16	compared	compare	VERB
ajote-3944	123	17	to	to	ADP
ajote-3944	123	18	11.5	11.5	NUM
ajote-3944	123	19	years	year	NOUN
ajote-3944	123	20	in	in	ADP
ajote-3944	123	21	zimbabwe	zimbabwe	PROPN
ajote-3944	123	22	.	.	PUNCT
ajote-3944	124	1	teachers	teacher	NOUN
ajote-3944	124	2	in	in	ADP
ajote-3944	124	3	kenya	kenya	PROPN
ajote-3944	124	4	scored	score	VERB
ajote-3944	124	5	well	well	ADV
ajote-3944	124	6	above	above	ADP
ajote-3944	124	7	average	average	NOUN
ajote-3944	124	8	on	on	ADP
ajote-3944	124	9	the	the	DET
ajote-3944	124	10	reading	read	VERB
ajote-3944	124	11	achievement	achievement	NOUN
ajote-3944	124	12	test	test	NOUN
ajote-3944	124	13	in	in	ADP
ajote-3944	124	14	both	both	DET
ajote-3944	124	15	2000	2000	NUM
ajote-3944	124	16	and	and	CCONJ
ajote-3944	124	17	2007	2007	NUM
ajote-3944	124	18	with	with	ADP
ajote-3944	124	19	their	their	PRON
ajote-3944	124	20	scores	score	NOUN
ajote-3944	124	21	coming	come	VERB
ajote-3944	124	22	in	in	ADP
ajote-3944	124	23	second	second	ADJ
ajote-3944	124	24	only	only	ADV
ajote-3944	124	25	to	to	ADP
ajote-3944	124	26	the	the	DET
ajote-3944	124	27	seychelles	seychelle	NOUN
ajote-3944	124	28	in	in	ADP
ajote-3944	124	29	2000	2000	NUM
ajote-3944	124	30	and	and	CCONJ
ajote-3944	124	31	third	third	ADV
ajote-3944	124	32	after	after	ADP
ajote-3944	124	33	seychelles	seychelle	NOUN
ajote-3944	124	34	and	and	CCONJ
ajote-3944	124	35	zimbabwe	zimbabwe	NOUN
ajote-3944	124	36	in	in	ADP
ajote-3944	124	37	2007	2007	NUM
ajote-3944	124	38	.	.	PUNCT
ajote-3944	125	1	these	these	DET
ajote-3944	125	2	differences	difference	NOUN
ajote-3944	125	3	in	in	ADP
ajote-3944	125	4	teacher	teacher	NOUN
ajote-3944	125	5	quality	quality	NOUN
ajote-3944	125	6	call	call	NOUN
ajote-3944	125	7	for	for	ADP
ajote-3944	125	8	more	more	ADJ
ajote-3944	125	9	in	in	ADP
ajote-3944	125	10	-	-	PUNCT
ajote-3944	125	11	depth	depth	NOUN
ajote-3944	125	12	studies	study	NOUN
ajote-3944	125	13	on	on	ADP
ajote-3944	125	14	the	the	DET
ajote-3944	125	15	influence	influence	NOUN
ajote-3944	125	16	in	in	ADP
ajote-3944	125	17	students	student	NOUN
ajote-3944	125	18	learning	learn	VERB
ajote-3944	125	19	within	within	ADP
ajote-3944	125	20	and	and	CCONJ
ajote-3944	125	21	across	across	ADP
ajote-3944	125	22	countries	country	NOUN
ajote-3944	125	23	.	.	PUNCT
ajote-3944	126	1	students	student	NOUN
ajote-3944	126	2	’	’	PART
ajote-3944	126	3	mathematics	mathematic	NOUN
ajote-3944	126	4	achievement	achievement	NOUN
ajote-3944	126	5	in	in	ADP
ajote-3944	126	6	subsahara	subsahara	PROPN
ajote-3944	126	7	africa	africa	PROPN
ajote-3944	126	8	students	student	NOUN
ajote-3944	126	9	’	’	PART
ajote-3944	126	10	mathematics	mathematic	NOUN
ajote-3944	126	11	achievement	achievement	NOUN
ajote-3944	126	12	in	in	ADP
ajote-3944	126	13	sub	sub	ADJ
ajote-3944	126	14	-	-	ADJ
ajote-3944	126	15	sahara	sahara	ADJ
ajote-3944	126	16	africa	africa	PROPN
ajote-3944	126	17	is	be	AUX
ajote-3944	126	18	available	available	ADJ
ajote-3944	126	19	through	through	ADP
ajote-3944	126	20	crossnational	crossnational	ADJ
ajote-3944	126	21	studies	study	NOUN
ajote-3944	126	22	such	such	ADJ
ajote-3944	126	23	as	as	ADP
ajote-3944	126	24	timss	timss	NOUN
ajote-3944	126	25	,	,	PUNCT
ajote-3944	126	26	program	program	NOUN
ajote-3944	126	27	for	for	ADP
ajote-3944	126	28	international	international	ADJ
ajote-3944	126	29	student	student	NOUN
ajote-3944	126	30	assessment	assessment	NOUN
ajote-3944	126	31	(	(	PUNCT
ajote-3944	126	32	pisa	pisa	PROPN
ajote-3944	126	33	)	)	PUNCT
ajote-3944	126	34	,	,	PUNCT
ajote-3944	126	35	unesco	unesco	PROPN
ajote-3944	126	36	,	,	PUNCT
ajote-3944	126	37	and	and	CCONJ
ajote-3944	126	38	sacmeq	sacmeq	NOUN
ajote-3944	126	39	.	.	PUNCT
ajote-3944	127	1	three	three	NUM
ajote-3944	127	2	countries	country	NOUN
ajote-3944	127	3	from	from	ADP
ajote-3944	127	4	sub	sub	ADJ
ajote-3944	127	5	-	-	ADJ
ajote-3944	127	6	sahara	sahara	ADJ
ajote-3944	127	7	africa	africa	PROPN
ajote-3944	127	8	consistently	consistently	ADV
ajote-3944	127	9	participate	participate	VERB
ajote-3944	127	10	in	in	ADP
ajote-3944	127	11	timss	timss	PROPN
ajote-3944	127	12	:	:	PUNCT
ajote-3944	127	13	botswana	botswana	PROPN
ajote-3944	127	14	,	,	PUNCT
ajote-3944	127	15	ghana	ghana	PROPN
ajote-3944	127	16	,	,	PUNCT
ajote-3944	127	17	and	and	CCONJ
ajote-3944	127	18	south	south	PROPN
ajote-3944	127	19	africa	africa	PROPN
ajote-3944	127	20	.	.	PUNCT
ajote-3944	128	1	algeria	algeria	PROPN
ajote-3944	128	2	was	be	AUX
ajote-3944	128	3	the	the	DET
ajote-3944	128	4	only	only	ADJ
ajote-3944	128	5	country	country	NOUN
ajote-3944	128	6	in	in	ADP
ajote-3944	128	7	africa	africa	PROPN
ajote-3944	128	8	that	that	PRON
ajote-3944	128	9	took	take	VERB
ajote-3944	128	10	part	part	NOUN
ajote-3944	128	11	in	in	ADP
ajote-3944	128	12	pisa	pisa	PROPN
ajote-3944	128	13	.	.	PUNCT
ajote-3944	129	1	hence	hence	ADV
ajote-3944	129	2	,	,	PUNCT
ajote-3944	129	3	the	the	DET
ajote-3944	129	4	sacmeq	sacmeq	NOUN
ajote-3944	129	5	data	datum	NOUN
ajote-3944	129	6	provides	provide	VERB
ajote-3944	129	7	more	more	ADJ
ajote-3944	129	8	information	information	NOUN
ajote-3944	129	9	on	on	ADP
ajote-3944	129	10	the	the	DET
ajote-3944	129	11	quality	quality	NOUN
ajote-3944	129	12	of	of	ADP
ajote-3944	129	13	education	education	NOUN
ajote-3944	129	14	in	in	ADP
ajote-3944	129	15	sub	sub	ADJ
ajote-3944	129	16	-	-	ADJ
ajote-3944	129	17	sahara	sahara	ADJ
ajote-3944	129	18	africa	africa	PROPN
ajote-3944	129	19	.	.	PUNCT
ajote-3944	130	1	studies	study	NOUN
ajote-3944	130	2	that	that	PRON
ajote-3944	130	3	have	have	AUX
ajote-3944	130	4	used	use	VERB
ajote-3944	130	5	the	the	DET
ajote-3944	130	6	sacmeq	sacmeq	NOUN
ajote-3944	130	7	data	datum	NOUN
ajote-3944	130	8	to	to	PART
ajote-3944	130	9	analyze	analyze	VERB
ajote-3944	130	10	students	student	NOUN
ajote-3944	130	11	’	’	PART
ajote-3944	130	12	mathematics	mathematic	NOUN
ajote-3944	130	13	achievement	achievement	NOUN
ajote-3944	130	14	have	have	AUX
ajote-3944	130	15	focused	focus	VERB
ajote-3944	130	16	on	on	ADP
ajote-3944	130	17	the	the	DET
ajote-3944	130	18	trends	trend	NOUN
ajote-3944	130	19	over	over	ADP
ajote-3944	130	20	the	the	DET
ajote-3944	130	21	years	year	NOUN
ajote-3944	130	22	and	and	CCONJ
ajote-3944	130	23	achievement	achievement	NOUN
ajote-3944	130	24	in	in	ADP
ajote-3944	130	25	particular	particular	ADJ
ajote-3944	130	26	countries	country	NOUN
ajote-3944	130	27	in	in	ADP
ajote-3944	130	28	each	each	DET
ajote-3944	130	29	year	year	NOUN
ajote-3944	130	30	the	the	DET
ajote-3944	130	31	sacmeq	sacmeq	PROPN
ajote-3944	130	32	survey	survey	NOUN
ajote-3944	130	33	cycles	cycle	NOUN
ajote-3944	130	34	.	.	PUNCT
ajote-3944	131	1	a	a	DET
ajote-3944	131	2	policy	policy	NOUN
ajote-3944	131	3	brief	brief	NOUN
ajote-3944	131	4	of	of	ADP
ajote-3944	131	5	2011	2011	NUM
ajote-3944	131	6	documented	document	VERB
ajote-3944	131	7	that	that	SCONJ
ajote-3944	131	8	in	in	ADP
ajote-3944	131	9	2000	2000	NUM
ajote-3944	131	10	and	and	CCONJ
ajote-3944	131	11	2007	2007	NUM
ajote-3944	131	12	,	,	PUNCT
ajote-3944	131	13	there	there	PRON
ajote-3944	131	14	was	be	VERB
ajote-3944	131	15	a	a	DET
ajote-3944	131	16	decrease	decrease	NOUN
ajote-3944	131	17	in	in	ADP
ajote-3944	131	18	students	student	NOUN
ajote-3944	131	19	’	’	PART
ajote-3944	131	20	mathematics	mathematic	NOUN
ajote-3944	131	21	scores	score	NOUN
ajote-3944	131	22	from	from	ADP
ajote-3944	131	23	563	563	NUM
ajote-3944	131	24	to	to	PART
ajote-3944	131	25	557	557	NUM
ajote-3944	131	26	in	in	ADP
ajote-3944	131	27	the	the	DET
ajote-3944	131	28	sacmeq	sacmeq	ADJ
ajote-3944	131	29	achievement	achievement	NOUN
ajote-3944	131	30	test	test	NOUN
ajote-3944	131	31	.	.	PUNCT
ajote-3944	132	1	(	(	PUNCT
ajote-3944	132	2	wasanga	wasanga	ADJ
ajote-3944	132	3	,	,	PUNCT
ajote-3944	132	4	ogle	ogle	VERB
ajote-3944	132	5	,	,	PUNCT
ajote-3944	132	6	&	&	CCONJ
ajote-3944	132	7	wambua	wambua	PROPN
ajote-3944	132	8	,	,	PUNCT
ajote-3944	132	9	2011	2011	NUM
ajote-3944	132	10	)	)	PUNCT
ajote-3944	132	11	.	.	PUNCT
ajote-3944	133	1	nonetheless	nonetheless	ADV
ajote-3944	133	2	,	,	PUNCT
ajote-3944	133	3	these	these	DET
ajote-3944	133	4	scores	score	NOUN
ajote-3944	133	5	were	be	AUX
ajote-3944	133	6	above	above	ADP
ajote-3944	133	7	the	the	DET
ajote-3944	133	8	sacmeq	sacmeq	NOUN
ajote-3944	133	9	means	mean	NOUN
ajote-3944	133	10	of	of	ADP
ajote-3944	133	11	500	500	NUM
ajote-3944	133	12	and	and	CCONJ
ajote-3944	133	13	510	510	NUM
ajote-3944	133	14	,	,	PUNCT
ajote-3944	133	15	respectively	respectively	ADV
ajote-3944	133	16	.	.	PUNCT
ajote-3944	134	1	abuya	abuya	NOUN
ajote-3944	134	2	and	and	CCONJ
ajote-3944	134	3	colleagues	colleague	NOUN
ajote-3944	134	4	(	(	PUNCT
ajote-3944	134	5	2015	2015	NUM
ajote-3944	134	6	)	)	PUNCT
ajote-3944	134	7	suggested	suggest	VERB
ajote-3944	134	8	that	that	SCONJ
ajote-3944	134	9	the	the	DET
ajote-3944	134	10	free	free	ADJ
ajote-3944	134	11	primary	primary	ADJ
ajote-3944	134	12	education	education	NOUN
ajote-3944	134	13	policy	policy	NOUN
ajote-3944	134	14	in	in	ADP
ajote-3944	134	15	sub	sub	NOUN
ajote-3944	134	16	saharan	saharan	PROPN
ajote-3944	134	17	africa	africa	PROPN
ajote-3944	134	18	led	lead	VERB
ajote-3944	134	19	to	to	ADP
ajote-3944	134	20	increased	increase	VERB
ajote-3944	134	21	school	school	NOUN
ajote-3944	134	22	enrollment	enrollment	NOUN
ajote-3944	134	23	and	and	CCONJ
ajote-3944	134	24	shortages	shortage	NOUN
ajote-3944	134	25	of	of	ADP
ajote-3944	134	26	teachers	teacher	NOUN
ajote-3944	134	27	in	in	ADP
ajote-3944	134	28	public	public	ADJ
ajote-3944	134	29	schools	school	NOUN
ajote-3944	134	30	,	,	PUNCT
ajote-3944	134	31	causing	cause	VERB
ajote-3944	134	32	some	some	DET
ajote-3944	134	33	lag	lag	NOUN
ajote-3944	134	34	in	in	ADP
ajote-3944	134	35	students	student	NOUN
ajote-3944	134	36	’	'	PUNCT
ajote-3944	134	37	learning	learning	NOUN
ajote-3944	134	38	.	.	PUNCT
ajote-3944	135	1	in	in	ADP
ajote-3944	135	2	-	-	PUNCT
ajote-3944	135	3	country	country	NOUN
ajote-3944	135	4	comparisons	comparison	NOUN
ajote-3944	135	5	of	of	ADP
ajote-3944	135	6	kenya	kenya	PROPN
ajote-3944	135	7	and	and	CCONJ
ajote-3944	135	8	zimbabwe	zimbabwe	PROPN
ajote-3944	135	9	indicate	indicate	VERB
ajote-3944	135	10	there	there	PRON
ajote-3944	135	11	are	be	VERB
ajote-3944	135	12	mathematics	mathematics	NOUN
ajote-3944	135	13	achievement	achievement	NOUN
ajote-3944	135	14	disparities	disparity	NOUN
ajote-3944	135	15	across	across	ADP
ajote-3944	135	16	the	the	DET
ajote-3944	135	17	regions	region	NOUN
ajote-3944	135	18	and	and	CCONJ
ajote-3944	135	19	consistently	consistently	ADV
ajote-3944	135	20	low	low	ADJ
ajote-3944	135	21	levels	level	NOUN
ajote-3944	135	22	of	of	ADP
ajote-3944	135	23	mathematics	mathematics	NOUN
ajote-3944	135	24	competencies	competency	NOUN
ajote-3944	135	25	among	among	ADP
ajote-3944	135	26	the	the	DET
ajote-3944	135	27	students	student	NOUN
ajote-3944	135	28	.	.	PUNCT
ajote-3944	136	1	in	in	ADP
ajote-3944	136	2	kenya	kenya	PROPN
ajote-3944	136	3	,	,	PUNCT
ajote-3944	136	4	the	the	DET
ajote-3944	136	5	sixth	sixth	ADJ
ajote-3944	136	6	-	-	PUNCT
ajote-3944	136	7	grade	grade	NOUN
ajote-3944	136	8	students	student	NOUN
ajote-3944	136	9	across	across	ADP
ajote-3944	136	10	all	all	DET
ajote-3944	136	11	the	the	DET
ajote-3944	136	12	regions	region	NOUN
ajote-3944	136	13	displayed	display	VERB
ajote-3944	136	14	similar	similar	ADJ
ajote-3944	136	15	to	to	ADP
ajote-3944	136	16	or	or	CCONJ
ajote-3944	136	17	greater	great	ADJ
ajote-3944	136	18	than	than	ADP
ajote-3944	136	19	the	the	DET
ajote-3944	136	20	average2	average2	PROPN
ajote-3944	136	21	mathematics	mathematics	PROPN
ajote-3944	136	22	scores	score	NOUN
ajote-3944	136	23	in	in	ADP
ajote-3944	136	24	the	the	DET
ajote-3944	136	25	last	last	ADJ
ajote-3944	136	26	saqmec	saqmec	NOUN
ajote-3944	136	27	assessment	assessment	NOUN
ajote-3944	136	28	(	(	PUNCT
ajote-3944	136	29	wasanga	wasanga	INTJ
ajote-3944	136	30	et	et	PROPN
ajote-3944	136	31	al	al	PROPN
ajote-3944	136	32	.	.	PROPN
ajote-3944	136	33	,	,	PUNCT
ajote-3944	136	34	2011	2011	NUM
ajote-3944	136	35	)	)	PUNCT
ajote-3944	136	36	.	.	PUNCT
ajote-3944	137	1	however	however	ADV
ajote-3944	137	2	,	,	PUNCT
ajote-3944	137	3	in	in	ADP
ajote-3944	137	4	zimbabwe	zimbabwe	ADJ
ajote-3944	137	5	students	student	NOUN
ajote-3944	137	6	in	in	ADP
ajote-3944	137	7	half	half	NOUN
ajote-3944	137	8	of	of	ADP
ajote-3944	137	9	the	the	DET
ajote-3944	137	10	regions	region	NOUN
ajote-3944	137	11	had	have	VERB
ajote-3944	137	12	lower	low	ADJ
ajote-3944	137	13	than	than	ADP
ajote-3944	137	14	the	the	DET
ajote-3944	137	15	average	average	ADJ
ajote-3944	137	16	saqmec	saqmec	NOUN
ajote-3944	137	17	score	score	NOUN
ajote-3944	137	18	(	(	PUNCT
ajote-3944	137	19	chitiga	chitiga	NOUN
ajote-3944	137	20	&	&	CCONJ
ajote-3944	137	21	chinooga	chinooga	NOUN
ajote-3944	137	22	,	,	PUNCT
ajote-3944	137	23	2011	2011	NUM
ajote-3944	137	24	)	)	PUNCT
ajote-3944	137	25	.	.	PUNCT
ajote-3944	138	1	also	also	ADV
ajote-3944	138	2	,	,	PUNCT
ajote-3944	138	3	between	between	ADP
ajote-3944	138	4	2000	2000	NUM
ajote-3944	138	5	and	and	CCONJ
ajote-3944	138	6	2007	2007	NUM
ajote-3944	138	7	,	,	PUNCT
ajote-3944	138	8	most	most	ADJ
ajote-3944	138	9	of	of	ADP
ajote-3944	138	10	the	the	DET
ajote-3944	138	11	students	student	NOUN
ajote-3944	138	12	’	’	PART
ajote-3944	138	13	mathematics	mathematic	NOUN
ajote-3944	138	14	competencies	competency	NOUN
ajote-3944	138	15	were	be	AUX
ajote-3944	138	16	2	2	NUM
ajote-3944	138	17	the	the	DET
ajote-3944	138	18	average	average	ADJ
ajote-3944	138	19	sacmeq	sacmeq	NOUN
ajote-3944	138	20	achievement	achievement	NOUN
ajote-3944	138	21	score	score	NOUN
ajote-3944	138	22	was	be	AUX
ajote-3944	138	23	500	500	NUM
ajote-3944	138	24	.	.	PUNCT
ajote-3944	139	1	rachel	rachel	PROPN
ajote-3944	139	2	angela	angela	PROPN
ajote-3944	139	3	ayieko	ayieko	PROPN
ajote-3944	139	4	,	,	PUNCT
ajote-3944	139	5	gibbs	gibbs	PROPN
ajote-3944	139	6	kanyongo	kanyongo	PROPN
ajote-3944	139	7	,	,	PUNCT
ajote-3944	139	8	bryan	bryan	PROPN
ajote-3944	139	9	nelson	nelson	PROPN
ajote-3944	139	10	74	74	NUM
ajote-3944	139	11	ajote	ajote	PROPN
ajote-3944	139	12	vol	vol	NOUN
ajote-3944	139	13	.	.	PUNCT
ajote-3944	140	1	7	7	X
ajote-3944	140	2	.	.	X
ajote-3944	140	3	no	no	INTJ
ajote-3944	140	4	.	.	NOUN
ajote-3944	140	5	1	1	NUM
ajote-3944	140	6	,	,	PUNCT
ajote-3944	140	7	pp	pp	ADJ
ajote-3944	140	8	.	.	PUNCT
ajote-3944	141	1	66	66	NUM
ajote-3944	141	2	-94	-94	PUNCT
ajote-3944	142	1	consistently	consistently	ADV
ajote-3944	142	2	at	at	ADP
ajote-3944	142	3	the	the	DET
ajote-3944	142	4	lower	low	ADJ
ajote-3944	142	5	levels	level	NOUN
ajote-3944	142	6	in	in	ADP
ajote-3944	142	7	kenya	kenya	PROPN
ajote-3944	142	8	(	(	PUNCT
ajote-3944	142	9	hungi	hungi	PROPN
ajote-3944	142	10	&	&	CCONJ
ajote-3944	142	11	thuku	thuku	PROPN
ajote-3944	142	12	,	,	PUNCT
ajote-3944	142	13	2010	2010	NUM
ajote-3944	142	14	;	;	PUNCT
ajote-3944	142	15	wasanga	wasanga	PROPN
ajote-3944	142	16	et	et	PROPN
ajote-3944	142	17	al	al	PROPN
ajote-3944	142	18	.	.	PROPN
ajote-3944	142	19	,	,	PUNCT
ajote-3944	142	20	2011	2011	NUM
ajote-3944	142	21	)	)	PUNCT
ajote-3944	142	22	.	.	PUNCT
ajote-3944	143	1	the	the	DET
ajote-3944	143	2	students	student	NOUN
ajote-3944	143	3	’	’	PART
ajote-3944	143	4	average	average	ADJ
ajote-3944	143	5	mathematics	mathematic	NOUN
ajote-3944	143	6	competencies	competency	NOUN
ajote-3944	143	7	in	in	ADP
ajote-3944	143	8	zimbabwe	zimbabwe	PROPN
ajote-3944	143	9	are	be	AUX
ajote-3944	143	10	similar	similar	ADJ
ajote-3944	143	11	to	to	ADP
ajote-3944	143	12	the	the	DET
ajote-3944	143	13	sixth	sixth	ADJ
ajote-3944	143	14	-	-	PUNCT
ajote-3944	143	15	grade	grade	NOUN
ajote-3944	143	16	students	student	NOUN
ajote-3944	143	17	’	'	PUNCT
ajote-3944	143	18	in	in	ADP
ajote-3944	143	19	kenya	kenya	PROPN
ajote-3944	143	20	with	with	ADP
ajote-3944	143	21	more	more	ADJ
ajote-3944	143	22	than	than	ADP
ajote-3944	143	23	80	80	NUM
ajote-3944	143	24	%	%	NOUN
ajote-3944	143	25	of	of	ADP
ajote-3944	143	26	the	the	DET
ajote-3944	143	27	students	student	NOUN
ajote-3944	143	28	having	having	AUX
ajote-3944	143	29	scored	score	VERB
ajote-3944	143	30	at	at	ADP
ajote-3944	143	31	level	level	NOUN
ajote-3944	143	32	5	5	NUM
ajote-3944	143	33	competencies	competency	NOUN
ajote-3944	143	34	or	or	CCONJ
ajote-3944	143	35	lower	low	ADJ
ajote-3944	143	36	out	out	ADP
ajote-3944	143	37	of	of	ADP
ajote-3944	143	38	8	8	NUM
ajote-3944	143	39	.	.	PUNCT
ajote-3944	144	1	in	in	ADP
ajote-3944	144	2	both	both	DET
ajote-3944	144	3	countries	country	NOUN
ajote-3944	144	4	,	,	PUNCT
ajote-3944	144	5	the	the	DET
ajote-3944	144	6	differences	difference	NOUN
ajote-3944	144	7	in	in	ADP
ajote-3944	144	8	mathematics	mathematics	NOUN
ajote-3944	144	9	competencies	competency	NOUN
ajote-3944	144	10	indicate	indicate	VERB
ajote-3944	144	11	[	[	X
ajote-3944	144	12	that	that	SCONJ
ajote-3944	144	13	]	]	X
ajote-3944	144	14	more	more	ADJ
ajote-3944	144	15	students	student	NOUN
ajote-3944	144	16	with	with	ADP
ajote-3944	144	17	higher	high	ADJ
ajote-3944	144	18	ses	se	NOUN
ajote-3944	144	19	and	and	CCONJ
ajote-3944	144	20	from	from	ADP
ajote-3944	144	21	urban	urban	ADJ
ajote-3944	144	22	regions	region	NOUN
ajote-3944	144	23	had	have	VERB
ajote-3944	144	24	higher	high	ADJ
ajote-3944	144	25	mathematics	mathematic	NOUN
ajote-3944	144	26	competencies	competency	NOUN
ajote-3944	144	27	when	when	SCONJ
ajote-3944	144	28	compared	compare	VERB
ajote-3944	144	29	to	to	ADP
ajote-3944	144	30	those	those	PRON
ajote-3944	144	31	from	from	ADP
ajote-3944	144	32	lower	low	ADJ
ajote-3944	144	33	ses	se	NOUN
ajote-3944	144	34	backgrounds	background	NOUN
ajote-3944	144	35	and	and	CCONJ
ajote-3944	144	36	the	the	DET
ajote-3944	144	37	rural	rural	ADJ
ajote-3944	144	38	areas	area	NOUN
ajote-3944	144	39	(	(	PUNCT
ajote-3944	144	40	hungi	hungi	PROPN
ajote-3944	144	41	et	et	PROPN
ajote-3944	144	42	al	al	PROPN
ajote-3944	144	43	.	.	PROPN
ajote-3944	144	44	,	,	PUNCT
ajote-3944	144	45	2010	2010	NUM
ajote-3944	144	46	)	)	PUNCT
ajote-3944	144	47	.	.	PUNCT
ajote-3944	145	1	the	the	DET
ajote-3944	145	2	studies	study	NOUN
ajote-3944	145	3	using	use	VERB
ajote-3944	145	4	sacmeq	sacmeq	NOUN
ajote-3944	145	5	data	datum	NOUN
ajote-3944	145	6	focus	focus	VERB
ajote-3944	145	7	more	more	ADV
ajote-3944	145	8	on	on	ADP
ajote-3944	145	9	the	the	DET
ajote-3944	145	10	achievement	achievement	NOUN
ajote-3944	145	11	and	and	CCONJ
ajote-3944	145	12	students	student	NOUN
ajote-3944	145	13	’	’	PART
ajote-3944	145	14	mathematics	mathematic	NOUN
ajote-3944	145	15	competency	competency	NOUN
ajote-3944	145	16	levels	level	NOUN
ajote-3944	145	17	across	across	ADP
ajote-3944	145	18	regions	region	NOUN
ajote-3944	145	19	in	in	ADP
ajote-3944	145	20	specific	specific	ADJ
ajote-3944	145	21	countries	country	NOUN
ajote-3944	145	22	.	.	PUNCT
ajote-3944	146	1	unfortunately	unfortunately	ADV
ajote-3944	146	2	,	,	PUNCT
ajote-3944	146	3	these	these	DET
ajote-3944	146	4	univariate	univariate	ADJ
ajote-3944	146	5	measures	measure	NOUN
ajote-3944	146	6	do	do	AUX
ajote-3944	146	7	not	not	PART
ajote-3944	146	8	provide	provide	VERB
ajote-3944	146	9	sufficient	sufficient	ADJ
ajote-3944	146	10	information	information	NOUN
ajote-3944	146	11	to	to	PART
ajote-3944	146	12	explain	explain	VERB
ajote-3944	146	13	the	the	DET
ajote-3944	146	14	low	low	ADJ
ajote-3944	146	15	mathematics	mathematics	NOUN
ajote-3944	146	16	performance	performance	NOUN
ajote-3944	146	17	levels	level	NOUN
ajote-3944	146	18	of	of	ADP
ajote-3944	146	19	sixth	sixth	ADJ
ajote-3944	146	20	-	-	PUNCT
ajote-3944	146	21	grade	grade	NOUN
ajote-3944	146	22	students	student	NOUN
ajote-3944	146	23	within	within	ADP
ajote-3944	146	24	the	the	DET
ajote-3944	146	25	sub	sub	ADJ
ajote-3944	146	26	-	-	ADJ
ajote-3944	146	27	sahara	sahara	ADJ
ajote-3944	146	28	countries	country	NOUN
ajote-3944	146	29	.	.	PUNCT
ajote-3944	147	1	further	far	ADV
ajote-3944	147	2	,	,	PUNCT
ajote-3944	147	3	there	there	PRON
ajote-3944	147	4	is	be	VERB
ajote-3944	147	5	a	a	DET
ajote-3944	147	6	paucity	paucity	NOUN
ajote-3944	147	7	of	of	ADP
ajote-3944	147	8	predictive	predictive	ADJ
ajote-3944	147	9	studies	study	NOUN
ajote-3944	147	10	on	on	ADP
ajote-3944	147	11	teacher	teacher	NOUN
ajote-3944	147	12	quality	quality	NOUN
ajote-3944	147	13	and	and	CCONJ
ajote-3944	147	14	students	student	NOUN
ajote-3944	147	15	’	’	PART
ajote-3944	147	16	mathematics	mathematic	NOUN
ajote-3944	147	17	competencies	competency	NOUN
ajote-3944	147	18	in	in	ADP
ajote-3944	147	19	the	the	DET
ajote-3944	147	20	literature	literature	NOUN
ajote-3944	147	21	on	on	ADP
ajote-3944	147	22	education	education	NOUN
ajote-3944	147	23	in	in	ADP
ajote-3944	147	24	the	the	DET
ajote-3944	147	25	african	african	ADJ
ajote-3944	147	26	context	context	NOUN
ajote-3944	147	27	.	.	PUNCT
ajote-3944	148	1	the	the	DET
ajote-3944	148	2	integration	integration	NOUN
ajote-3944	148	3	of	of	ADP
ajote-3944	148	4	teachers	teacher	NOUN
ajote-3944	148	5	’	’	PART
ajote-3944	148	6	mathematics	mathematic	NOUN
ajote-3944	148	7	competencies	competency	NOUN
ajote-3944	148	8	with	with	ADP
ajote-3944	148	9	teacher	teacher	NOUN
ajote-3944	148	10	quality	quality	NOUN
ajote-3944	148	11	could	could	AUX
ajote-3944	148	12	provide	provide	VERB
ajote-3944	148	13	more	more	ADJ
ajote-3944	148	14	information	information	NOUN
ajote-3944	148	15	on	on	ADP
ajote-3944	148	16	specific	specific	ADJ
ajote-3944	148	17	teacher	teacher	NOUN
ajote-3944	148	18	qualities	quality	NOUN
ajote-3944	148	19	that	that	PRON
ajote-3944	148	20	matter	matter	VERB
ajote-3944	148	21	.	.	PUNCT
ajote-3944	149	1	therefore	therefore	ADV
ajote-3944	149	2	,	,	PUNCT
ajote-3944	149	3	expanding	expand	VERB
ajote-3944	149	4	on	on	ADP
ajote-3944	149	5	these	these	DET
ajote-3944	149	6	init	init	ADJ
ajote-3944	149	7	ial	ial	PROPN
ajote-3944	149	8	findings	finding	NOUN
ajote-3944	149	9	through	through	ADP
ajote-3944	149	10	the	the	DET
ajote-3944	149	11	inclusion	inclusion	NOUN
ajote-3944	149	12	of	of	ADP
ajote-3944	149	13	teacher	teacher	NOUN
ajote-3944	149	14	mathematics	mathematic	NOUN
ajote-3944	149	15	competencies	competency	NOUN
ajote-3944	149	16	and	and	CCONJ
ajote-3944	149	17	relational	relational	ADJ
ajote-3944	149	18	studies	study	NOUN
ajote-3944	149	19	provides	provide	VERB
ajote-3944	149	20	valuable	valuable	ADJ
ajote-3944	149	21	information	information	NOUN
ajote-3944	149	22	for	for	ADP
ajote-3944	149	23	policy	policy	NOUN
ajote-3944	149	24	and	and	CCONJ
ajote-3944	149	25	practice	practice	NOUN
ajote-3944	149	26	and	and	CCONJ
ajote-3944	149	27	will	will	AUX
ajote-3944	149	28	also	also	ADV
ajote-3944	149	29	help	help	VERB
ajote-3944	149	30	to	to	PART
ajote-3944	149	31	identify	identify	VERB
ajote-3944	149	32	geographical	geographical	ADJ
ajote-3944	149	33	patterns	pattern	NOUN
ajote-3944	149	34	in	in	ADP
ajote-3944	149	35	the	the	DET
ajote-3944	149	36	countries	country	NOUN
ajote-3944	149	37	selected	select	VERB
ajote-3944	149	38	for	for	ADP
ajote-3944	149	39	study	study	NOUN
ajote-3944	149	40	.	.	PUNCT
ajote-3944	150	1	our	our	PRON
ajote-3944	150	2	study	study	NOUN
ajote-3944	150	3	examines	examine	VERB
ajote-3944	150	4	the	the	DET
ajote-3944	150	5	relationship	relationship	NOUN
ajote-3944	150	6	between	between	ADP
ajote-3944	150	7	sixth	sixth	ADJ
ajote-3944	150	8	-	-	PUNCT
ajote-3944	150	9	grade	grade	NOUN
ajote-3944	150	10	students	student	NOUN
ajote-3944	150	11	’	’	PART
ajote-3944	150	12	mathematics	mathematic	NOUN
ajote-3944	150	13	competencies	competency	NOUN
ajote-3944	150	14	and	and	CCONJ
ajote-3944	150	15	teacher	teacher	NOUN
ajote-3944	150	16	quality	quality	NOUN
ajote-3944	150	17	across	across	ADP
ajote-3944	150	18	the	the	DET
ajote-3944	150	19	countries	country	NOUN
ajote-3944	150	20	in	in	ADP
ajote-3944	150	21	the	the	DET
ajote-3944	150	22	2007	2007	NUM
ajote-3944	150	23	-	-	SYM
ajote-3944	150	24	2011	2011	NUM
ajote-3944	150	25	sacmeq	sacmeq	NOUN
ajote-3944	150	26	study	study	NOUN
ajote-3944	150	27	and	and	CCONJ
ajote-3944	150	28	the	the	DET
ajote-3944	150	29	distribution	distribution	NOUN
ajote-3944	150	30	of	of	ADP
ajote-3944	150	31	teacher	teacher	NOUN
ajote-3944	150	32	quality	quality	NOUN
ajote-3944	150	33	factors	factor	NOUN
ajote-3944	150	34	in	in	ADP
ajote-3944	150	35	kenya	kenya	PROPN
ajote-3944	150	36	and	and	CCONJ
ajote-3944	150	37	zimbabwe	zimbabwe	PROPN
ajote-3944	150	38	.	.	PUNCT
ajote-3944	151	1	the	the	DET
ajote-3944	151	2	questions	question	NOUN
ajote-3944	151	3	guiding	guide	VERB
ajote-3944	151	4	the	the	DET
ajote-3944	151	5	study	study	NOUN
ajote-3944	151	6	are	be	AUX
ajote-3944	151	7	:	:	PUNCT
ajote-3944	151	8	(	(	PUNCT
ajote-3944	151	9	a	a	X
ajote-3944	151	10	)	)	PUNCT
ajote-3944	151	11	what	what	PRON
ajote-3944	151	12	is	be	AUX
ajote-3944	151	13	the	the	DET
ajote-3944	151	14	relationship	relationship	NOUN
ajote-3944	151	15	between	between	ADP
ajote-3944	151	16	the	the	DET
ajote-3944	151	17	teacher	teacher	NOUN
ajote-3944	151	18	quality	quality	NOUN
ajote-3944	151	19	and	and	CCONJ
ajote-3944	151	20	students	student	NOUN
ajote-3944	151	21	’	’	PART
ajote-3944	151	22	mathematics	mathematic	NOUN
ajote-3944	151	23	competencies	competency	NOUN
ajote-3944	151	24	across	across	ADP
ajote-3944	151	25	the	the	DET
ajote-3944	151	26	countries	country	NOUN
ajote-3944	151	27	that	that	PRON
ajote-3944	151	28	participated	participate	VERB
ajote-3944	151	29	in	in	ADP
ajote-3944	151	30	the	the	DET
ajote-3944	151	31	sacmeq	sacmeq	NOUN
ajote-3944	151	32	study	study	NOUN
ajote-3944	151	33	,	,	PUNCT
ajote-3944	151	34	controlling	control	VERB
ajote-3944	151	35	for	for	ADP
ajote-3944	151	36	gender	gender	NOUN
ajote-3944	151	37	and	and	CCONJ
ajote-3944	151	38	socioeconomic	socioeconomic	ADJ
ajote-3944	151	39	status	status	NOUN
ajote-3944	151	40	?	?	PUNCT
ajote-3944	152	1	(	(	PUNCT
ajote-3944	152	2	b	b	X
ajote-3944	152	3	)	)	PUNCT
ajote-3944	152	4	what	what	PRON
ajote-3944	152	5	are	be	AUX
ajote-3944	152	6	the	the	DET
ajote-3944	152	7	differences	difference	NOUN
ajote-3944	152	8	in	in	ADP
ajote-3944	152	9	the	the	DET
ajote-3944	152	10	significant	significant	ADJ
ajote-3944	152	11	teacher	teacher	NOUN
ajote-3944	152	12	quality	quality	NOUN
ajote-3944	152	13	factors	factor	NOUN
ajote-3944	152	14	across	across	ADP
ajote-3944	152	15	the	the	DET
ajote-3944	152	16	regions	region	NOUN
ajote-3944	152	17	in	in	ADP
ajote-3944	152	18	kenya	kenya	PROPN
ajote-3944	152	19	and	and	CCONJ
ajote-3944	152	20	zimbabwe	zimbabwe	ADJ
ajote-3944	152	21	?	?	PUNCT
ajote-3944	153	1	methods	method	NOUN
ajote-3944	153	2	in	in	ADP
ajote-3944	153	3	this	this	DET
ajote-3944	153	4	study	study	NOUN
ajote-3944	153	5	,	,	PUNCT
ajote-3944	153	6	we	we	PRON
ajote-3944	153	7	use	use	VERB
ajote-3944	153	8	the	the	DET
ajote-3944	153	9	southern	southern	ADJ
ajote-3944	153	10	and	and	CCONJ
ajote-3944	153	11	eastern	eastern	ADJ
ajote-3944	153	12	african	african	ADJ
ajote-3944	153	13	consortium	consortium	NOUN
ajote-3944	153	14	for	for	ADP
ajote-3944	153	15	monitoring	monitor	VERB
ajote-3944	153	16	educational	educational	ADJ
ajote-3944	153	17	quality	quality	NOUN
ajote-3944	153	18	(	(	PUNCT
ajote-3944	153	19	sacmeq	sacmeq	NOUN
ajote-3944	153	20	)	)	PUNCT
ajote-3944	153	21	2007	2007	NUM
ajote-3944	153	22	-	-	SYM
ajote-3944	153	23	2011	2011	NUM
ajote-3944	153	24	data	datum	NOUN
ajote-3944	153	25	set	set	VERB
ajote-3944	153	26	[	[	PUNCT
ajote-3944	153	27	sacmeq	sacmeq	NOUN
ajote-3944	153	28	iii	iii	NOUN
ajote-3944	153	29	]	]	X
ajote-3944	153	30	.	.	PUNCT
ajote-3944	154	1	the	the	DET
ajote-3944	154	2	data	datum	NOUN
ajote-3944	154	3	was	be	AUX
ajote-3944	154	4	collected	collect	VERB
ajote-3944	154	5	by	by	ADP
ajote-3944	154	6	the	the	DET
ajote-3944	154	7	national	national	ADJ
ajote-3944	154	8	centers	center	NOUN
ajote-3944	154	9	of	of	ADP
ajote-3944	154	10	the	the	DET
ajote-3944	154	11	participating	participate	VERB
ajote-3944	154	12	countries	country	NOUN
ajote-3944	154	13	and	and	CCONJ
ajote-3944	154	14	organized	organize	VERB
ajote-3944	154	15	by	by	ADP
ajote-3944	154	16	the	the	DET
ajote-3944	154	17	sacmeq	sacmeq	NOUN
ajote-3944	154	18	coordinating	coordinate	VERB
ajote-3944	154	19	center	center	NOUN
ajote-3944	154	20	.	.	PUNCT
ajote-3944	155	1	a	a	DET
ajote-3944	155	2	representative	representative	ADJ
ajote-3944	155	3	sample	sample	NOUN
ajote-3944	155	4	of	of	ADP
ajote-3944	155	5	teachers	teacher	NOUN
ajote-3944	155	6	,	,	PUNCT
ajote-3944	155	7	students	student	NOUN
ajote-3944	155	8	,	,	PUNCT
ajote-3944	155	9	and	and	CCONJ
ajote-3944	155	10	principals	principal	NOUN
ajote-3944	155	11	in	in	ADP
ajote-3944	155	12	fifteen	fifteen	NUM
ajote-3944	155	13	countries	country	NOUN
ajote-3944	155	14	in	in	ADP
ajote-3944	155	15	sub	sub	ADJ
ajote-3944	155	16	-	-	ADJ
ajote-3944	155	17	sahara	sahara	ADJ
ajote-3944	155	18	africa	africa	PROPN
ajote-3944	155	19	were	be	AUX
ajote-3944	155	20	the	the	DET
ajote-3944	155	21	respondents	respondent	NOUN
ajote-3944	155	22	in	in	ADP
ajote-3944	155	23	this	this	DET
ajote-3944	155	24	study	study	NOUN
ajote-3944	155	25	.	.	PUNCT
ajote-3944	156	1	sacmeq	sacmeq	PROPN
ajote-3944	156	2	aims	aim	VERB
ajote-3944	156	3	to	to	PART
ajote-3944	156	4	monitor	monitor	VERB
ajote-3944	156	5	the	the	DET
ajote-3944	156	6	educational	educational	ADJ
ajote-3944	156	7	quality	quality	NOUN
ajote-3944	156	8	across	across	ADP
ajote-3944	156	9	countries	country	NOUN
ajote-3944	156	10	in	in	ADP
ajote-3944	156	11	sub	sub	ADJ
ajote-3944	156	12	-	-	ADJ
ajote-3944	156	13	sahara	sahara	ADJ
ajote-3944	156	14	africa	africa	PROPN
ajote-3944	156	15	understanding	understand	VERB
ajote-3944	156	16	the	the	DET
ajote-3944	156	17	relationships	relationship	NOUN
ajote-3944	156	18	between	between	ADP
ajote-3944	156	19	teacher	teacher	NOUN
ajote-3944	156	20	quality	quality	NOUN
ajote-3944	156	21	and	and	CCONJ
ajote-3944	156	22	sixth	sixth	ADJ
ajote-3944	156	23	grade	grade	NOUN
ajote-3944	156	24	students	student	NOUN
ajote-3944	156	25	’	'	PUNCT
ajote-3944	156	26	mathematics	mathematic	NOUN
ajote-3944	156	27	competencies	competency	NOUN
ajote-3944	156	28	in	in	ADP
ajote-3944	156	29	kenya	kenya	PROPN
ajote-3944	156	30	and	and	CCONJ
ajote-3944	156	31	zimbabwe	zimbabwe	ADJ
ajote-3944	156	32	75	75	NUM
ajote-3944	156	33	ajote	ajote	NOUN
ajote-3944	156	34	vol	vol	NOUN
ajote-3944	156	35	.	.	PUNCT
ajote-3944	157	1	7	7	X
ajote-3944	157	2	.	.	X
ajote-3944	157	3	no	no	INTJ
ajote-3944	157	4	.	.	NOUN
ajote-3944	157	5	1	1	NUM
ajote-3944	157	6	,	,	PUNCT
ajote-3944	157	7	pp	pp	ADJ
ajote-3944	157	8	.	.	PUNCT
ajote-3944	158	1	66	66	NUM
ajote-3944	158	2	-94	-94	PUNCT
ajote-3944	159	1	and	and	CCONJ
ajote-3944	159	2	provides	provide	VERB
ajote-3944	159	3	information	information	NOUN
ajote-3944	159	4	for	for	ADP
ajote-3944	159	5	policy	policy	NOUN
ajote-3944	159	6	and	and	CCONJ
ajote-3944	159	7	practice	practice	NOUN
ajote-3944	159	8	.	.	PUNCT
ajote-3944	160	1	the	the	DET
ajote-3944	160	2	students	student	NOUN
ajote-3944	160	3	and	and	CCONJ
ajote-3944	160	4	teachers	teacher	NOUN
ajote-3944	160	5	were	be	AUX
ajote-3944	160	6	sampled	sample	VERB
ajote-3944	160	7	using	use	VERB
ajote-3944	160	8	disproportionate	disproportionate	ADJ
ajote-3944	160	9	sampling	sampling	NOUN
ajote-3944	160	10	,	,	PUNCT
ajote-3944	160	11	and	and	CCONJ
ajote-3944	160	12	the	the	DET
ajote-3944	160	13	data	datum	NOUN
ajote-3944	160	14	then	then	ADV
ajote-3944	160	15	organized	organize	VERB
ajote-3944	160	16	with	with	ADP
ajote-3944	160	17	weighting	weight	VERB
ajote-3944	160	18	information	information	NOUN
ajote-3944	160	19	to	to	PART
ajote-3944	160	20	allow	allow	VERB
ajote-3944	160	21	for	for	ADP
ajote-3944	160	22	crosscountry	crosscountry	PROPN
ajote-3944	160	23	analysis	analysis	NOUN
ajote-3944	160	24	.	.	PUNCT
ajote-3944	161	1	in	in	ADP
ajote-3944	161	2	sum	sum	NOUN
ajote-3944	161	3	,	,	PUNCT
ajote-3944	161	4	the	the	DET
ajote-3944	161	5	data	data	NOUN
ajote-3944	161	6	is	be	AUX
ajote-3944	161	7	appropriate	appropriate	ADJ
ajote-3944	161	8	for	for	ADP
ajote-3944	161	9	exploring	explore	VERB
ajote-3944	161	10	the	the	DET
ajote-3944	161	11	teacher	teacher	NOUN
ajote-3944	161	12	quality	quality	NOUN
ajote-3944	161	13	and	and	CCONJ
ajote-3944	161	14	student	student	NOUN
ajote-3944	161	15	achievement	achievement	NOUN
ajote-3944	161	16	between	between	ADP
ajote-3944	161	17	and	and	CCONJ
ajote-3944	161	18	within	within	ADP
ajote-3944	161	19	the	the	DET
ajote-3944	161	20	participating	participate	VERB
ajote-3944	161	21	countries	country	NOUN
ajote-3944	161	22	.	.	PUNCT
ajote-3944	162	1	variables	variable	NOUN
ajote-3944	162	2	of	of	ADP
ajote-3944	162	3	the	the	DET
ajote-3944	162	4	study	study	NOUN
ajote-3944	162	5	the	the	DET
ajote-3944	162	6	dependent	dependent	ADJ
ajote-3944	162	7	variables	variable	NOUN
ajote-3944	162	8	selected	select	VERB
ajote-3944	162	9	for	for	ADP
ajote-3944	162	10	this	this	DET
ajote-3944	162	11	study	study	NOUN
ajote-3944	162	12	are	be	AUX
ajote-3944	162	13	the	the	DET
ajote-3944	162	14	students	student	NOUN
ajote-3944	162	15	’	’	PART
ajote-3944	162	16	mathematics	mathematic	NOUN
ajote-3944	162	17	competency	competency	NOUN
ajote-3944	162	18	levels	level	NOUN
ajote-3944	162	19	.	.	PUNCT
ajote-3944	163	1	the	the	DET
ajote-3944	163	2	competency	competency	NOUN
ajote-3944	163	3	levels	level	NOUN
ajote-3944	163	4	are	be	AUX
ajote-3944	163	5	set	set	VERB
ajote-3944	163	6	on	on	ADP
ajote-3944	163	7	an	an	DET
ajote-3944	163	8	ordinal	ordinal	ADJ
ajote-3944	163	9	scale	scale	NOUN
ajote-3944	163	10	indicating	indicate	VERB
ajote-3944	163	11	the	the	DET
ajote-3944	163	12	students	student	NOUN
ajote-3944	163	13	’	’	PART
ajote-3944	163	14	proficiency	proficiency	NOUN
ajote-3944	163	15	level	level	NOUN
ajote-3944	163	16	.	.	PUNCT
ajote-3944	164	1	the	the	DET
ajote-3944	164	2	sacmeq	sacmeq	PROPN
ajote-3944	164	3	data	datum	NOUN
ajote-3944	164	4	provides	provide	VERB
ajote-3944	164	5	the	the	DET
ajote-3944	164	6	students	student	NOUN
ajote-3944	164	7	’	'	PUNCT
ajote-3944	164	8	and	and	CCONJ
ajote-3944	164	9	teachers	teacher	NOUN
ajote-3944	164	10	’	'	PUNCT
ajote-3944	164	11	competency	competency	NOUN
ajote-3944	164	12	levels	level	NOUN
ajote-3944	164	13	.	.	PUNCT
ajote-3944	165	1	the	the	DET
ajote-3944	165	2	teacher	teacher	NOUN
ajote-3944	165	3	quality	quality	NOUN
ajote-3944	165	4	variables	variable	NOUN
ajote-3944	165	5	in	in	ADP
ajote-3944	165	6	the	the	DET
ajote-3944	165	7	study	study	NOUN
ajote-3944	165	8	are	be	AUX
ajote-3944	165	9	the	the	DET
ajote-3944	165	10	academic	academic	ADJ
ajote-3944	165	11	qualification	qualification	NOUN
ajote-3944	165	12	,	,	PUNCT
ajote-3944	165	13	the	the	DET
ajote-3944	165	14	number	number	NOUN
ajote-3944	165	15	of	of	ADP
ajote-3944	165	16	years	year	NOUN
ajote-3944	165	17	of	of	ADP
ajote-3944	165	18	professional	professional	ADJ
ajote-3944	165	19	training	training	NOUN
ajote-3944	165	20	,	,	PUNCT
ajote-3944	165	21	years	year	NOUN
ajote-3944	165	22	spent	spend	VERB
ajote-3944	165	23	teaching	teach	VERB
ajote-3944	165	24	,	,	PUNCT
ajote-3944	165	25	the	the	DET
ajote-3944	165	26	number	number	NOUN
ajote-3944	165	27	of	of	ADP
ajote-3944	165	28	professional	professional	ADJ
ajote-3944	165	29	development	development	NOUN
ajote-3944	165	30	courses	course	NOUN
ajote-3944	165	31	attended	attend	VERB
ajote-3944	165	32	,	,	PUNCT
ajote-3944	165	33	days	day	NOUN
ajote-3944	165	34	spent	spend	VERB
ajote-3944	165	35	on	on	ADP
ajote-3944	165	36	in	in	ADP
ajote-3944	165	37	-	-	PUNCT
ajote-3944	165	38	service	service	NOUN
ajote-3944	165	39	courses	course	NOUN
ajote-3944	165	40	,	,	PUNCT
ajote-3944	165	41	effective	effective	ADJ
ajote-3944	165	42	professional	professional	ADJ
ajote-3944	165	43	development	development	NOUN
ajote-3944	165	44	(	(	PUNCT
ajote-3944	165	45	teachers	teacher	NOUN
ajote-3944	165	46	’	’	PART
ajote-3944	165	47	perceptions	perception	NOUN
ajote-3944	165	48	)	)	PUNCT
ajote-3944	165	49	,	,	PUNCT
ajote-3944	165	50	and	and	CCONJ
ajote-3944	165	51	subject	subject	ADJ
ajote-3944	165	52	matter	matter	NOUN
ajote-3944	165	53	preparation	preparation	NOUN
ajote-3944	165	54	.	.	PUNCT
ajote-3944	166	1	table	table	NOUN
ajote-3944	166	2	a1	a1	NOUN
ajote-3944	166	3	presents	present	VERB
ajote-3944	166	4	a	a	DET
ajote-3944	166	5	summary	summary	NOUN
ajote-3944	166	6	description	description	NOUN
ajote-3944	166	7	of	of	ADP
ajote-3944	166	8	the	the	DET
ajote-3944	166	9	variables	variable	NOUN
ajote-3944	166	10	used	use	VERB
ajote-3944	166	11	in	in	ADP
ajote-3944	166	12	the	the	DET
ajote-3944	166	13	study	study	NOUN
ajote-3944	166	14	.	.	PUNCT
ajote-3944	167	1	table	table	NOUN
ajote-3944	167	2	1	1	NUM
ajote-3944	167	3	summary	summary	NOUN
ajote-3944	167	4	description	description	NOUN
ajote-3944	167	5	of	of	ADP
ajote-3944	167	6	variables	variable	NOUN
ajote-3944	167	7	variables	variable	VERB
ajote-3944	167	8	variable	variable	ADJ
ajote-3944	167	9	names	name	NOUN
ajote-3944	167	10	scale	scale	NOUN
ajote-3944	167	11	description	description	NOUN
ajote-3944	167	12	dependent	dependent	ADJ
ajote-3944	167	13	variables	variable	VERB
ajote-3944	167	14	mathematics	mathematics	PROPN
ajote-3944	167	15	competency	competency	NOUN
ajote-3944	167	16	ordinal	ordinal	ADJ
ajote-3944	167	17	1	1	NUM
ajote-3944	167	18	-	-	PUNCT
ajote-3944	167	19	pre	pre	NOUN
ajote-3944	167	20	-	-	NOUN
ajote-3944	167	21	numeracy	numeracy	NOUN
ajote-3944	167	22	;	;	PUNCT
ajote-3944	167	23	2	2	NUM
ajote-3944	167	24	-	-	PUNCT
ajote-3944	167	25	emergent	emergent	NOUN
ajote-3944	167	26	numeracy	numeracy	NOUN
ajote-3944	167	27	;	;	PUNCT
ajote-3944	167	28	3	3	NUM
ajote-3944	167	29	-	-	PUNCT
ajote-3944	167	30	basic	basic	ADJ
ajote-3944	167	31	numeracy	numeracy	NOUN
ajote-3944	167	32	;	;	PUNCT
ajote-3944	167	33	4	4	NUM
ajote-3944	167	34	-	-	PUNCT
ajote-3944	167	35	beginning	begin	VERB
ajote-3944	167	36	numeracy	numeracy	NOUN
ajote-3944	167	37	;	;	PUNCT
ajote-3944	167	38	5	5	NUM
ajote-3944	167	39	-	-	PUNCT
ajote-3944	167	40	competent	competent	ADJ
ajote-3944	167	41	numeracy	numeracy	NOUN
ajote-3944	167	42	;	;	PUNCT
ajote-3944	167	43	6mathematically	6mathematically	ADV
ajote-3944	167	44	skilled	skilled	ADJ
ajote-3944	167	45	;	;	PUNCT
ajote-3944	167	46	7	7	NUM
ajote-3944	167	47	-	-	PUNCT
ajote-3944	167	48	concrete	concrete	ADJ
ajote-3944	167	49	problem	problem	NOUN
ajote-3944	167	50	-	-	PUNCT
ajote-3944	167	51	solving	solving	NOUN
ajote-3944	167	52	;	;	PUNCT
ajote-3944	167	53	8abstract	8abstract	NUM
ajote-3944	167	54	problem	problem	NOUN
ajote-3944	167	55	solving	solve	VERB
ajote-3944	167	56	independent	independent	ADJ
ajote-3944	167	57	variables	variable	NOUN
ajote-3944	167	58	teacher	teacher	NOUN
ajote-3944	167	59	quality	quality	NOUN
ajote-3944	167	60	variables	variable	VERB
ajote-3944	167	61	academic	academic	ADJ
ajote-3944	167	62	qualification	qualification	NOUN
ajote-3944	167	63	ordinal	ordinal	ADJ
ajote-3944	167	64	responses	response	NOUN
ajote-3944	167	65	include	include	VERB
ajote-3944	167	66	“	"	PUNCT
ajote-3944	167	67	primary	primary	ADJ
ajote-3944	167	68	education	education	NOUN
ajote-3944	167	69	,	,	PUNCT
ajote-3944	167	70	junior	junior	ADJ
ajote-3944	167	71	secondary	secondary	ADJ
ajote-3944	167	72	,	,	PUNCT
ajote-3944	167	73	senior	senior	ADJ
ajote-3944	167	74	secondary	secondary	ADJ
ajote-3944	167	75	,	,	PUNCT
ajote-3944	167	76	alevel	alevel	ADJ
ajote-3944	167	77	but	but	CCONJ
ajote-3944	167	78	no	no	DET
ajote-3944	167	79	degree	degree	NOUN
ajote-3944	167	80	,	,	PUNCT
ajote-3944	167	81	and	and	CCONJ
ajote-3944	167	82	tertiary	tertiary	ADJ
ajote-3944	167	83	education	education	NOUN
ajote-3944	167	84	”	"	PUNCT
ajote-3944	167	85	number	number	NOUN
ajote-3944	167	86	of	of	ADP
ajote-3944	167	87	years	year	NOUN
ajote-3944	167	88	of	of	ADP
ajote-3944	167	89	professional	professional	ADJ
ajote-3944	167	90	training	training	NOUN
ajote-3944	167	91	ordinal	ordinal	ADJ
ajote-3944	167	92	responses	response	NOUN
ajote-3944	167	93	include	include	VERB
ajote-3944	167	94	“	"	PUNCT
ajote-3944	167	95	no	no	DET
ajote-3944	167	96	training	training	NOUN
ajote-3944	167	97	,	,	PUNCT
ajote-3944	167	98	less	less	ADJ
ajote-3944	167	99	than	than	ADP
ajote-3944	167	100	one	one	NUM
ajote-3944	167	101	year	year	NOUN
ajote-3944	167	102	,	,	PUNCT
ajote-3944	167	103	one	one	NUM
ajote-3944	167	104	year	year	NOUN
ajote-3944	167	105	,	,	PUNCT
ajote-3944	167	106	two	two	NUM
ajote-3944	167	107	years	year	NOUN
ajote-3944	167	108	,	,	PUNCT
ajote-3944	167	109	three	three	NUM
ajote-3944	167	110	years	year	NOUN
ajote-3944	167	111	,	,	PUNCT
ajote-3944	167	112	and	and	CCONJ
ajote-3944	167	113	more	more	ADJ
ajote-3944	167	114	than	than	ADP
ajote-3944	167	115	three	three	NUM
ajote-3944	167	116	years	year	NOUN
ajote-3944	167	117	of	of	ADP
ajote-3944	167	118	training	training	NOUN
ajote-3944	167	119	”	"	PUNCT
ajote-3944	167	120	.	.	PUNCT
ajote-3944	168	1	years	year	NOUN
ajote-3944	168	2	spent	spend	VERB
ajote-3944	168	3	teaching	teach	VERB
ajote-3944	168	4	continuous	continuous	ADJ
ajote-3944	168	5	total	total	ADJ
ajote-3944	168	6	number	number	NOUN
ajote-3944	168	7	of	of	ADP
ajote-3944	168	8	years	year	NOUN
ajote-3944	168	9	the	the	DET
ajote-3944	168	10	teacher	teacher	NOUN
ajote-3944	168	11	has	have	VERB
ajote-3944	168	12	rachel	rachel	PROPN
ajote-3944	168	13	angela	angela	PROPN
ajote-3944	168	14	ayieko	ayieko	PROPN
ajote-3944	168	15	,	,	PUNCT
ajote-3944	168	16	gibbs	gibbs	PROPN
ajote-3944	168	17	kanyongo	kanyongo	PROPN
ajote-3944	168	18	,	,	PUNCT
ajote-3944	168	19	bryan	bryan	PROPN
ajote-3944	168	20	nelson	nelson	PROPN
ajote-3944	168	21	76	76	NUM
ajote-3944	168	22	ajote	ajote	PROPN
ajote-3944	168	23	vol	vol	NOUN
ajote-3944	168	24	.	.	PUNCT
ajote-3944	169	1	7	7	X
ajote-3944	169	2	.	.	X
ajote-3944	169	3	no	no	INTJ
ajote-3944	169	4	.	.	NOUN
ajote-3944	169	5	1	1	NUM
ajote-3944	169	6	,	,	PUNCT
ajote-3944	169	7	pp	pp	ADJ
ajote-3944	169	8	.	.	PUNCT
ajote-3944	170	1	66	66	NUM
ajote-3944	170	2	-94	-94	NUM
ajote-3944	170	3	spent	spend	VERB
ajote-3944	170	4	teaching	teaching	NOUN
ajote-3944	170	5	.	.	PUNCT
ajote-3944	171	1	number	number	NOUN
ajote-3944	171	2	of	of	ADP
ajote-3944	171	3	professional	professional	ADJ
ajote-3944	171	4	development	development	NOUN
ajote-3944	171	5	courses	course	NOUN
ajote-3944	171	6	attended	attend	VERB
ajote-3944	171	7	continuous	continuous	ADJ
ajote-3944	171	8	total	total	ADJ
ajote-3944	171	9	number	number	NOUN
ajote-3944	171	10	of	of	ADP
ajote-3944	171	11	professiona	professiona	PROPN
ajote-3944	171	12	l	l	PROPN
ajote-3944	171	13	development	development	NOUN
ajote-3944	171	14	courses	course	NOUN
ajote-3944	171	15	attended	attend	VERB
ajote-3944	171	16	over	over	ADP
ajote-3944	171	17	the	the	DET
ajote-3944	171	18	past	past	ADJ
ajote-3944	171	19	three	three	NUM
ajote-3944	171	20	years	year	NOUN
ajote-3944	171	21	days	day	NOUN
ajote-3944	171	22	spent	spend	VERB
ajote-3944	171	23	on	on	ADP
ajote-3944	171	24	inservice	inservice	NOUN
ajote-3944	171	25	training	training	NOUN
ajote-3944	171	26	continuous	continuous	ADJ
ajote-3944	171	27	total	total	ADJ
ajote-3944	171	28	number	number	NOUN
ajote-3944	171	29	of	of	ADP
ajote-3944	171	30	days	day	NOUN
ajote-3944	171	31	spent	spend	VERB
ajote-3944	171	32	in	in	ADP
ajote-3944	171	33	in	in	ADP
ajote-3944	171	34	-	-	PUNCT
ajote-3944	171	35	service	service	NOUN
ajote-3944	171	36	training	training	NOUN
ajote-3944	171	37	effective	effective	ADJ
ajote-3944	171	38	professiona	professiona	NOUN
ajote-3944	171	39	l	l	NOUN
ajote-3944	171	40	development	development	NOUN
ajote-3944	171	41	ordinal	ordinal	ADJ
ajote-3944	171	42	responses	response	NOUN
ajote-3944	171	43	include	include	VERB
ajote-3944	171	44	“	"	PUNCT
ajote-3944	171	45	no	no	DET
ajote-3944	171	46	attendance	attendance	NOUN
ajote-3944	171	47	,	,	PUNCT
ajote-3944	171	48	not	not	PART
ajote-3944	171	49	effective	effective	ADJ
ajote-3944	171	50	,	,	PUNCT
ajote-3944	171	51	reasonably	reasonably	ADV
ajote-3944	171	52	effective	effective	ADJ
ajote-3944	171	53	,	,	PUNCT
ajote-3944	171	54	effective	effective	ADJ
ajote-3944	171	55	,	,	PUNCT
ajote-3944	171	56	and	and	CCONJ
ajote-3944	171	57	very	very	ADV
ajote-3944	171	58	effective	effective	ADJ
ajote-3944	171	59	”	"	PUNCT
ajote-3944	171	60	permanent	permanent	ADJ
ajote-3944	171	61	employment	employment	NOUN
ajote-3944	171	62	categorical	categorical	ADJ
ajote-3944	171	63	responses	response	NOUN
ajote-3944	171	64	include	include	VERB
ajote-3944	171	65	permanent	permanent	ADJ
ajote-3944	171	66	government	government	NOUN
ajote-3944	171	67	employed	employ	VERB
ajote-3944	171	68	,	,	PUNCT
ajote-3944	171	69	permanent	permanent	ADJ
ajote-3944	171	70	non	non	ADJ
ajote-3944	171	71	-	-	ADJ
ajote-3944	171	72	government	government	NOUN
ajote-3944	171	73	employed	employ	VERB
ajote-3944	171	74	,	,	PUNCT
ajote-3944	171	75	temporary	temporary	ADJ
ajote-3944	171	76	government	government	NOUN
ajote-3944	171	77	employed	employ	VERB
ajote-3944	171	78	,	,	PUNCT
ajote-3944	171	79	and	and	CCONJ
ajote-3944	171	80	temporary	temporary	ADJ
ajote-3944	171	81	nongovernment	nongovernment	NOUN
ajote-3944	171	82	employed	employ	VERB
ajote-3944	171	83	.	.	PUNCT
ajote-3944	172	1	analysis	analysis	NOUN
ajote-3944	172	2	to	to	PART
ajote-3944	172	3	address	address	VERB
ajote-3944	172	4	the	the	DET
ajote-3944	172	5	research	research	NOUN
ajote-3944	172	6	questions	question	NOUN
ajote-3944	172	7	,	,	PUNCT
ajote-3944	172	8	a	a	DET
ajote-3944	172	9	predictive	predictive	ADJ
ajote-3944	172	10	analysis	analysis	NOUN
ajote-3944	172	11	using	use	VERB
ajote-3944	172	12	a	a	DET
ajote-3944	172	13	multi	multi	ADJ
ajote-3944	172	14	-	-	ADJ
ajote-3944	172	15	level	level	ADJ
ajote-3944	172	16	model	model	NOUN
ajote-3944	172	17	was	be	AUX
ajote-3944	172	18	used	use	VERB
ajote-3944	172	19	to	to	PART
ajote-3944	172	20	compare	compare	VERB
ajote-3944	172	21	the	the	DET
ajote-3944	172	22	relationships	relationship	NOUN
ajote-3944	172	23	between	between	ADP
ajote-3944	172	24	teacher	teacher	NOUN
ajote-3944	172	25	quality	quality	NOUN
ajote-3944	172	26	measures	measure	NOUN
ajote-3944	172	27	and	and	CCONJ
ajote-3944	172	28	students	student	NOUN
ajote-3944	172	29	’	’	PART
ajote-3944	172	30	mathematics	mathematic	NOUN
ajote-3944	172	31	competencies	competency	NOUN
ajote-3944	172	32	across	across	ADP
ajote-3944	172	33	the	the	DET
ajote-3944	172	34	countries	country	NOUN
ajote-3944	172	35	in	in	ADP
ajote-3944	172	36	the	the	DET
ajote-3944	172	37	sacmeq	sacmeq	NOUN
ajote-3944	172	38	study	study	NOUN
ajote-3944	172	39	.	.	PUNCT
ajote-3944	173	1	this	this	PRON
ajote-3944	173	2	was	be	AUX
ajote-3944	173	3	followed	follow	VERB
ajote-3944	173	4	by	by	ADP
ajote-3944	173	5	a	a	DET
ajote-3944	173	6	descriptive	descriptive	ADJ
ajote-3944	173	7	analysis	analysis	NOUN
ajote-3944	173	8	of	of	ADP
ajote-3944	173	9	the	the	DET
ajote-3944	173	10	significant	significant	ADJ
ajote-3944	173	11	teacher	teacher	NOUN
ajote-3944	173	12	quality	quality	NOUN
ajote-3944	173	13	factors	factor	NOUN
ajote-3944	173	14	in	in	ADP
ajote-3944	173	15	kenya	kenya	PROPN
ajote-3944	173	16	and	and	CCONJ
ajote-3944	173	17	zimbabwe	zimbabwe	PROPN
ajote-3944	173	18	.	.	PUNCT
ajote-3944	174	1	the	the	DET
ajote-3944	174	2	teacher	teacher	NOUN
ajote-3944	174	3	quality	quality	NOUN
ajote-3944	174	4	distributions	distribution	NOUN
ajote-3944	174	5	across	across	ADP
ajote-3944	174	6	the	the	DET
ajote-3944	174	7	regions	region	NOUN
ajote-3944	174	8	within	within	ADP
ajote-3944	174	9	the	the	DET
ajote-3944	174	10	two	two	NUM
ajote-3944	174	11	countries	country	NOUN
ajote-3944	174	12	highlight	highlight	VERB
ajote-3944	174	13	the	the	DET
ajote-3944	174	14	differences	difference	NOUN
ajote-3944	174	15	and	and	CCONJ
ajote-3944	174	16	similarities	similarity	NOUN
ajote-3944	174	17	between	between	ADP
ajote-3944	174	18	and	and	CCONJ
ajote-3944	174	19	within	within	ADP
ajote-3944	174	20	the	the	DET
ajote-3944	174	21	two	two	NUM
ajote-3944	174	22	countries	country	NOUN
ajote-3944	174	23	.	.	PUNCT
ajote-3944	175	1	this	this	DET
ajote-3944	175	2	analytical	analytical	ADJ
ajote-3944	175	3	method	method	NOUN
ajote-3944	175	4	for	for	ADP
ajote-3944	175	5	the	the	DET
ajote-3944	175	6	relational	relational	ADJ
ajote-3944	175	7	analysis	analysis	NOUN
ajote-3944	175	8	was	be	AUX
ajote-3944	175	9	selected	select	VERB
ajote-3944	175	10	because	because	SCONJ
ajote-3944	175	11	it	it	PRON
ajote-3944	175	12	takes	take	VERB
ajote-3944	175	13	the	the	DET
ajote-3944	175	14	clustering	clustering	NOUN
ajote-3944	175	15	of	of	ADP
ajote-3944	175	16	students	student	NOUN
ajote-3944	175	17	in	in	ADP
ajote-3944	175	18	classes	class	NOUN
ajote-3944	175	19	and	and	CCONJ
ajote-3944	175	20	schools	school	NOUN
ajote-3944	175	21	into	into	ADP
ajote-3944	175	22	consideration	consideration	NOUN
ajote-3944	175	23	and	and	CCONJ
ajote-3944	175	24	allows	allow	VERB
ajote-3944	175	25	for	for	ADP
ajote-3944	175	26	the	the	DET
ajote-3944	175	27	inclusion	inclusion	NOUN
ajote-3944	175	28	of	of	ADP
ajote-3944	175	29	weights	weight	NOUN
ajote-3944	175	30	that	that	PRON
ajote-3944	175	31	then	then	ADV
ajote-3944	175	32	provide	provide	VERB
ajote-3944	175	33	the	the	DET
ajote-3944	175	34	corrected	correct	VERB
ajote-3944	175	35	standard	standard	ADJ
ajote-3944	175	36	errors	error	NOUN
ajote-3944	175	37	.	.	PUNCT
ajote-3944	176	1	notably	notably	ADV
ajote-3944	176	2	,	,	PUNCT
ajote-3944	176	3	the	the	DET
ajote-3944	176	4	analysis	analysis	NOUN
ajote-3944	176	5	considers	consider	VERB
ajote-3944	176	6	the	the	DET
ajote-3944	176	7	differences	difference	NOUN
ajote-3944	176	8	that	that	PRON
ajote-3944	176	9	exist	exist	VERB
ajote-3944	176	10	between	between	ADP
ajote-3944	176	11	the	the	DET
ajote-3944	176	12	teachers	teacher	NOUN
ajote-3944	176	13	in	in	ADP
ajote-3944	176	14	the	the	DET
ajote-3944	176	15	different	different	ADJ
ajote-3944	176	16	schools	school	NOUN
ajote-3944	176	17	.	.	PUNCT
ajote-3944	177	1	the	the	DET
ajote-3944	177	2	equations	equation	NOUN
ajote-3944	177	3	of	of	ADP
ajote-3944	177	4	the	the	DET
ajote-3944	177	5	multilevel	multilevel	ADJ
ajote-3944	177	6	models	model	NOUN
ajote-3944	177	7	are	be	AUX
ajote-3944	177	8	provided	provide	VERB
ajote-3944	177	9	.	.	PUNCT
ajote-3944	178	1	level	level	NOUN
ajote-3944	178	2	1	1	NUM
ajote-3944	178	3	(	(	PUNCT
ajote-3944	178	4	student	student	NOUN
ajote-3944	178	5	level	level	NOUN
ajote-3944	178	6	variables	variable	NOUN
ajote-3944	178	7	)	)	PUNCT
ajote-3944	178	8	(	(	PUNCT
ajote-3944	178	9	math	math	NOUN
ajote-3944	178	10	proficiency)ij	proficiency)ij	NOUN
ajote-3944	178	11	=	=	PUNCT
ajote-3944	179	1	β0j	β0j	PUNCT
ajote-3944	179	2	+	+	CCONJ
ajote-3944	179	3	β1j	β1j	PUNCT
ajote-3944	179	4	(	(	PUNCT
ajote-3944	179	5	gender)ij	gender)ij	NOUN
ajote-3944	179	6	+	+	CCONJ
ajote-3944	179	7	β2j	β2j	NOUN
ajote-3944	179	8	(	(	PUNCT
ajote-3944	179	9	socioeconomic	socioeconomic	ADJ
ajote-3944	179	10	status)ij	status)ij	NOUN
ajote-3944	180	1	+	+	CCONJ
ajote-3944	180	2	rij	rij	ADJ
ajote-3944	180	3	(	(	PUNCT
ajote-3944	180	4	1	1	NUM
ajote-3944	180	5	)	)	PUNCT
ajote-3944	180	6	equation	equation	NOUN
ajote-3944	180	7	(	(	PUNCT
ajote-3944	180	8	1	1	X
ajote-3944	180	9	)	)	PUNCT
ajote-3944	180	10	represents	represent	VERB
ajote-3944	180	11	the	the	DET
ajote-3944	180	12	sixth	sixth	ADJ
ajote-3944	180	13	-	-	PUNCT
ajote-3944	180	14	grade	grade	NOUN
ajote-3944	180	15	student	student	NOUN
ajote-3944	180	16	i	i	PRON
ajote-3944	180	17	in	in	ADP
ajote-3944	180	18	class	class	NOUN
ajote-3944	180	19	j.	j.	PROPN
ajote-3944	180	20	β0j	β0j	PROPN
ajote-3944	180	21	represents	represent	VERB
ajote-3944	180	22	the	the	DET
ajote-3944	180	23	average	average	ADJ
ajote-3944	180	24	mathematics	mathematic	NOUN
ajote-3944	180	25	proficiency	proficiency	NOUN
ajote-3944	180	26	,	,	PUNCT
ajote-3944	180	27	whereas	whereas	SCONJ
ajote-3944	180	28	the	the	DET
ajote-3944	180	29	other	other	ADJ
ajote-3944	180	30	beta	beta	ADJ
ajote-3944	180	31	coefficients	coefficient	NOUN
ajote-3944	180	32	,	,	PUNCT
ajote-3944	180	33	the	the	DET
ajote-3944	180	34	slopes	slope	NOUN
ajote-3944	180	35	of	of	ADP
ajote-3944	180	36	the	the	DET
ajote-3944	180	37	equations	equation	NOUN
ajote-3944	180	38	,	,	PUNCT
ajote-3944	180	39	represent	represent	VERB
ajote-3944	180	40	the	the	DET
ajote-3944	180	41	change	change	NOUN
ajote-3944	180	42	in	in	ADP
ajote-3944	180	43	understanding	understand	VERB
ajote-3944	180	44	the	the	DET
ajote-3944	180	45	relationships	relationship	NOUN
ajote-3944	180	46	between	between	ADP
ajote-3944	180	47	teacher	teacher	NOUN
ajote-3944	180	48	quality	quality	NOUN
ajote-3944	180	49	and	and	CCONJ
ajote-3944	180	50	sixth	sixth	ADJ
ajote-3944	180	51	grade	grade	NOUN
ajote-3944	180	52	students	student	NOUN
ajote-3944	180	53	’	'	PUNCT
ajote-3944	180	54	mathematics	mathematic	NOUN
ajote-3944	180	55	competencies	competency	NOUN
ajote-3944	180	56	in	in	ADP
ajote-3944	180	57	kenya	kenya	PROPN
ajote-3944	180	58	and	and	CCONJ
ajote-3944	180	59	zimbabwe	zimbabwe	PROPN
ajote-3944	180	60	77	77	NUM
ajote-3944	180	61	ajote	ajote	NOUN
ajote-3944	180	62	vol	vol	NOUN
ajote-3944	180	63	.	.	PUNCT
ajote-3944	181	1	7	7	X
ajote-3944	181	2	.	.	X
ajote-3944	181	3	no	no	INTJ
ajote-3944	181	4	.	.	NOUN
ajote-3944	181	5	1	1	NUM
ajote-3944	181	6	,	,	PUNCT
ajote-3944	181	7	pp	pp	ADJ
ajote-3944	181	8	.	.	PUNCT
ajote-3944	182	1	66	66	NUM
ajote-3944	182	2	-94	-94	NUM
ajote-3944	182	3	mathematics	mathematic	NOUN
ajote-3944	182	4	proficiency	proficiency	NOUN
ajote-3944	182	5	for	for	ADP
ajote-3944	182	6	every	every	DET
ajote-3944	182	7	unit	unit	NOUN
ajote-3944	182	8	change	change	NOUN
ajote-3944	182	9	in	in	ADP
ajote-3944	182	10	the	the	DET
ajote-3944	182	11	predictors	predictor	NOUN
ajote-3944	182	12	for	for	ADP
ajote-3944	182	13	the	the	DET
ajote-3944	182	14	continuous	continuous	ADJ
ajote-3944	182	15	variables	variable	NOUN
ajote-3944	182	16	or	or	CCONJ
ajote-3944	182	17	the	the	DET
ajote-3944	182	18	difference	difference	NOUN
ajote-3944	182	19	in	in	ADP
ajote-3944	182	20	mathematics	mathematics	NOUN
ajote-3944	182	21	competencies	competency	NOUN
ajote-3944	182	22	for	for	ADP
ajote-3944	182	23	the	the	DET
ajote-3944	182	24	categorical	categorical	ADJ
ajote-3944	182	25	variables	variable	NOUN
ajote-3944	182	26	.	.	PUNCT
ajote-3944	183	1	at	at	ADP
ajote-3944	183	2	level	level	NOUN
ajote-3944	183	3	1	1	NUM
ajote-3944	183	4	,	,	PUNCT
ajote-3944	183	5	the	the	DET
ajote-3944	183	6	variables	variable	NOUN
ajote-3944	183	7	are	be	AUX
ajote-3944	183	8	mean	mean	VERB
ajote-3944	183	9	centered	center	VERB
ajote-3944	183	10	covariates	covariate	NOUN
ajote-3944	183	11	of	of	ADP
ajote-3944	183	12	the	the	DET
ajote-3944	183	13	background	background	NOUN
ajote-3944	183	14	variables	variable	NOUN
ajote-3944	183	15	.	.	PUNCT
ajote-3944	184	1	level	level	NOUN
ajote-3944	184	2	2	2	NUM
ajote-3944	184	3	(	(	PUNCT
ajote-3944	184	4	teacher	teacher	NOUN
ajote-3944	184	5	level	level	NOUN
ajote-3944	184	6	variables	variable	NOUN
ajote-3944	184	7	)	)	PUNCT
ajote-3944	184	8	(	(	PUNCT
ajote-3944	184	9	math	math	NOUN
ajote-3944	184	10	proficiency)0j	proficiency)0j	PROPN
ajote-3944	184	11	=	=	PUNCT
ajote-3944	184	12	υ00	υ00	PROPN
ajote-3944	184	13	+	+	X
ajote-3944	185	1	υ01	υ01	X
ajote-3944	186	1	(	(	PUNCT
ajote-3944	186	2	permanent	permanent	ADJ
ajote-3944	186	3	employment)j	employment)j	ADJ
ajote-3944	186	4	+	+	CCONJ
ajote-3944	186	5	υ02	υ02	NOUN
ajote-3944	186	6	(	(	PUNCT
ajote-3944	186	7	years	year	NOUN
ajote-3944	186	8	of	of	ADP
ajote-3944	186	9	professional	professional	ADJ
ajote-3944	186	10	training)j	training)j	PROPN
ajote-3944	186	11	+	+	NUM
ajote-3944	186	12	υ03	υ03	NOUN
ajote-3944	186	13	(	(	PUNCT
ajote-3944	186	14	days	day	NOUN
ajote-3944	186	15	spent	spend	VERB
ajote-3944	186	16	in	in	ADP
ajote-3944	186	17	professional	professional	ADJ
ajote-3944	186	18	development	development	NOUN
ajote-3944	186	19	)	)	PUNCT
ajote-3944	187	1	j	j	PROPN
ajote-3944	188	1	+	+	CCONJ
ajote-3944	188	2	υ04	υ04	ADJ
ajote-3944	188	3	(	(	PUNCT
ajote-3944	188	4	effective	effective	ADJ
ajote-3944	188	5	professional	professional	ADJ
ajote-3944	188	6	development)j	development)j	PROPN
ajote-3944	188	7	+	+	CCONJ
ajote-3944	188	8	υ05	υ05	PROPN
ajote-3944	188	9	(	(	PUNCT
ajote-3944	188	10	academic	academic	ADJ
ajote-3944	188	11	qualification	qualification	NOUN
ajote-3944	188	12	)	)	PUNCT
ajote-3944	188	13	j	j	PROPN
ajote-3944	189	1	+	+	CCONJ
ajote-3944	189	2	υ06	υ06	NOUN
ajote-3944	189	3	(	(	PUNCT
ajote-3944	189	4	years	year	NOUN
ajote-3944	189	5	of	of	ADP
ajote-3944	189	6	teaching	teach	VERB
ajote-3944	189	7	experience)j	experience)j	PROPN
ajote-3944	189	8	+	+	CCONJ
ajote-3944	189	9	υ07	υ07	ADJ
ajote-3944	189	10	(	(	PUNCT
ajote-3944	189	11	number	number	NOUN
ajote-3944	189	12	of	of	ADP
ajote-3944	189	13	in	in	ADP
ajote-3944	189	14	-	-	PUNCT
ajote-3944	189	15	service	service	NOUN
ajote-3944	189	16	courses	course	NOUN
ajote-3944	189	17	taken)j	taken)j	PROPN
ajote-3944	189	18	+	+	NOUN
ajote-3944	189	19	υ07	υ07	ADJ
ajote-3944	189	20	(	(	PUNCT
ajote-3944	189	21	teachers	teacher	NOUN
ajote-3944	189	22	’	’	PART
ajote-3944	189	23	mathematics	mathematic	NOUN
ajote-3944	189	24	competencies)j	competencies)j	PROPN
ajote-3944	189	25	+	+	NUM
ajote-3944	189	26	μ0j	μ0j	X
ajote-3944	189	27	(	(	PUNCT
ajote-3944	189	28	2	2	X
ajote-3944	189	29	)	)	PUNCT
ajote-3944	189	30	the	the	DET
ajote-3944	189	31	coefficients	coefficient	NOUN
ajote-3944	189	32	represent	represent	VERB
ajote-3944	189	33	the	the	DET
ajote-3944	189	34	information	information	NOUN
ajote-3944	189	35	on	on	ADP
ajote-3944	189	36	the	the	DET
ajote-3944	189	37	relationships	relationship	NOUN
ajote-3944	189	38	between	between	ADP
ajote-3944	189	39	the	the	DET
ajote-3944	189	40	teacher	teacher	NOUN
ajote-3944	189	41	quality	quality	NOUN
ajote-3944	189	42	variables	variable	NOUN
ajote-3944	189	43	and	and	CCONJ
ajote-3944	189	44	the	the	DET
ajote-3944	189	45	mathematics	mathematics	NOUN
ajote-3944	189	46	proficiency	proficiency	NOUN
ajote-3944	189	47	between	between	ADP
ajote-3944	189	48	the	the	DET
ajote-3944	189	49	students	student	NOUN
ajote-3944	189	50	’	’	PART
ajote-3944	189	51	teachers	teacher	NOUN
ajote-3944	189	52	,	,	PUNCT
ajote-3944	189	53	and	and	CCONJ
ajote-3944	189	54	are	be	AUX
ajote-3944	189	55	grand	grand	ADJ
ajote-3944	189	56	mean	mean	NOUN
ajote-3944	189	57	centered	center	VERB
ajote-3944	189	58	.	.	PUNCT
ajote-3944	190	1	𝛾00	𝛾00	NOUN
ajote-3944	190	2	is	be	AUX
ajote-3944	190	3	the	the	DET
ajote-3944	190	4	value	value	NOUN
ajote-3944	190	5	of	of	ADP
ajote-3944	190	6	the	the	DET
ajote-3944	190	7	grand	grand	ADJ
ajote-3944	190	8	mean	mean	NOUN
ajote-3944	190	9	of	of	ADP
ajote-3944	190	10	mathematics	mathematics	NOUN
ajote-3944	190	11	proficiency	proficiency	NOUN
ajote-3944	190	12	considering	consider	VERB
ajote-3944	190	13	all	all	DET
ajote-3944	190	14	the	the	DET
ajote-3944	190	15	students	student	NOUN
ajote-3944	190	16	at	at	ADP
ajote-3944	190	17	the	the	DET
ajote-3944	190	18	country	country	NOUN
ajote-3944	190	19	level	level	NOUN
ajote-3944	190	20	.	.	PUNCT
ajote-3944	191	1	results	result	VERB
ajote-3944	191	2	the	the	DET
ajote-3944	191	3	results	result	NOUN
ajote-3944	191	4	are	be	AUX
ajote-3944	191	5	organized	organize	VERB
ajote-3944	191	6	by	by	ADP
ajote-3944	191	7	first	first	ADV
ajote-3944	191	8	presenting	present	VERB
ajote-3944	191	9	the	the	DET
ajote-3944	191	10	relationships	relationship	NOUN
ajote-3944	191	11	between	between	ADP
ajote-3944	191	12	the	the	DET
ajote-3944	191	13	teachers	teacher	NOUN
ajote-3944	191	14	’	’	PART
ajote-3944	191	15	quality	quality	NOUN
ajote-3944	191	16	measures	measure	NOUN
ajote-3944	191	17	and	and	CCONJ
ajote-3944	191	18	students	student	NOUN
ajote-3944	191	19	’	’	PART
ajote-3944	191	20	mathematics	mathematic	NOUN
ajote-3944	191	21	competencies	competency	NOUN
ajote-3944	191	22	.	.	PUNCT
ajote-3944	192	1	next	next	ADV
ajote-3944	192	2	,	,	PUNCT
ajote-3944	192	3	we	we	PRON
ajote-3944	192	4	compare	compare	VERB
ajote-3944	192	5	the	the	DET
ajote-3944	192	6	distributions	distribution	NOUN
ajote-3944	192	7	of	of	ADP
ajote-3944	192	8	the	the	DET
ajote-3944	192	9	significant	significant	ADJ
ajote-3944	192	10	teacher	teacher	NOUN
ajote-3944	192	11	quality	quality	NOUN
ajote-3944	192	12	factors	factor	NOUN
ajote-3944	192	13	within	within	ADP
ajote-3944	192	14	the	the	DET
ajote-3944	192	15	two	two	NUM
ajote-3944	192	16	countries	country	NOUN
ajote-3944	192	17	.	.	PUNCT
ajote-3944	193	1	the	the	DET
ajote-3944	193	2	findings	finding	NOUN
ajote-3944	193	3	illustrate	illustrate	VERB
ajote-3944	193	4	the	the	DET
ajote-3944	193	5	relationships	relationship	NOUN
ajote-3944	193	6	among	among	ADP
ajote-3944	193	7	pre	pre	ADJ
ajote-3944	193	8	-	-	ADJ
ajote-3944	193	9	service	service	ADJ
ajote-3944	193	10	preparation	preparation	NOUN
ajote-3944	193	11	of	of	ADP
ajote-3944	193	12	the	the	DET
ajote-3944	193	13	teachers	teacher	NOUN
ajote-3944	193	14	in	in	ADP
ajote-3944	193	15	the	the	DET
ajote-3944	193	16	countries	country	NOUN
ajote-3944	193	17	,	,	PUNCT
ajote-3944	193	18	continued	continue	VERB
ajote-3944	193	19	professional	professional	ADJ
ajote-3944	193	20	development	development	NOUN
ajote-3944	193	21	,	,	PUNCT
ajote-3944	193	22	and	and	CCONJ
ajote-3944	193	23	students	student	NOUN
ajote-3944	193	24	’	’	PART
ajote-3944	193	25	mathematics	mathematic	NOUN
ajote-3944	193	26	competencies	competency	NOUN
ajote-3944	193	27	.	.	PUNCT
ajote-3944	194	1	relationships	relationship	NOUN
ajote-3944	194	2	between	between	ADP
ajote-3944	194	3	teacher	teacher	NOUN
ajote-3944	194	4	quality	quality	NOUN
ajote-3944	194	5	and	and	CCONJ
ajote-3944	194	6	students	student	NOUN
ajote-3944	194	7	’	’	PART
ajote-3944	194	8	mathematics	mathematic	NOUN
ajote-3944	194	9	competencies	competencie	VERB
ajote-3944	194	10	the	the	DET
ajote-3944	194	11	patterns	pattern	NOUN
ajote-3944	194	12	of	of	ADP
ajote-3944	194	13	relationships	relationship	NOUN
ajote-3944	194	14	between	between	ADP
ajote-3944	194	15	the	the	DET
ajote-3944	194	16	teacher	teacher	NOUN
ajote-3944	194	17	quality	quality	NOUN
ajote-3944	194	18	measures	measure	NOUN
ajote-3944	194	19	and	and	CCONJ
ajote-3944	194	20	students	student	NOUN
ajote-3944	194	21	’	’	PART
ajote-3944	194	22	mathematics	mathematic	NOUN
ajote-3944	194	23	competencies	competency	NOUN
ajote-3944	194	24	across	across	ADP
ajote-3944	194	25	all	all	DET
ajote-3944	194	26	the	the	DET
ajote-3944	194	27	participating	participate	VERB
ajote-3944	194	28	countries	country	NOUN
ajote-3944	194	29	,	,	PUNCT
ajote-3944	194	30	controlling	control	VERB
ajote-3944	194	31	for	for	ADP
ajote-3944	194	32	students	student	NOUN
ajote-3944	194	33	’	'	PUNCT
ajote-3944	194	34	gender	gender	NOUN
ajote-3944	194	35	and	and	CCONJ
ajote-3944	194	36	socioeconomic	socioeconomic	ADJ
ajote-3944	194	37	status	status	NOUN
ajote-3944	194	38	are	be	AUX
ajote-3944	194	39	illustrated	illustrate	VERB
ajote-3944	194	40	using	use	VERB
ajote-3944	194	41	a	a	DET
ajote-3944	194	42	multilevel	multilevel	ADJ
ajote-3944	194	43	regression	regression	NOUN
ajote-3944	194	44	model	model	NOUN
ajote-3944	194	45	.	.	PUNCT
ajote-3944	195	1	a	a	DET
ajote-3944	195	2	summary	summary	NOUN
ajote-3944	195	3	of	of	ADP
ajote-3944	195	4	the	the	DET
ajote-3944	195	5	unconditional	unconditional	ADJ
ajote-3944	195	6	and	and	CCONJ
ajote-3944	195	7	the	the	DET
ajote-3944	195	8	multilevel	multilevel	ADJ
ajote-3944	195	9	relationships	relationship	NOUN
ajote-3944	195	10	are	be	AUX
ajote-3944	195	11	presented	present	VERB
ajote-3944	195	12	and	and	CCONJ
ajote-3944	195	13	include	include	VERB
ajote-3944	195	14	information	information	NOUN
ajote-3944	195	15	on	on	ADP
ajote-3944	195	16	the	the	DET
ajote-3944	195	17	coefficients	coefficient	NOUN
ajote-3944	195	18	of	of	ADP
ajote-3944	195	19	the	the	DET
ajote-3944	195	20	relationships	relationship	NOUN
ajote-3944	195	21	between	between	ADP
ajote-3944	195	22	the	the	DET
ajote-3944	195	23	variables	variable	NOUN
ajote-3944	195	24	and	and	CCONJ
ajote-3944	195	25	standard	standard	ADJ
ajote-3944	195	26	errors	error	NOUN
ajote-3944	195	27	.	.	PUNCT
ajote-3944	196	1	table	table	NOUN
ajote-3944	196	2	2	2	NUM
ajote-3944	196	3	presents	present	VERB
ajote-3944	196	4	the	the	DET
ajote-3944	196	5	unconditional	unconditional	ADJ
ajote-3944	196	6	models	model	NOUN
ajote-3944	196	7	including	include	VERB
ajote-3944	196	8	the	the	DET
ajote-3944	196	9	variance	variance	NOUN
ajote-3944	196	10	components	component	NOUN
ajote-3944	196	11	.	.	PUNCT
ajote-3944	197	1	the	the	DET
ajote-3944	197	2	intra	intra	ADJ
ajote-3944	197	3	class	class	NOUN
ajote-3944	197	4	correlations	correlation	NOUN
ajote-3944	197	5	(	(	PUNCT
ajote-3944	197	6	𝐼𝐶𝐶	𝐼𝐶𝐶	PROPN
ajote-3944	197	7	=	=	PUNCT
ajote-3944	197	8	𝜏00/(𝜏00	𝜏00/(𝜏00	PROPN
ajote-3944	197	9	+	+	NOUN
ajote-3944	197	10	𝜎2	𝜎2	NOUN
ajote-3944	197	11	)	)	PUNCT
ajote-3944	197	12	values	value	NOUN
ajote-3944	197	13	(	(	PUNCT
ajote-3944	197	14	icc=40	icc=40	ADJ
ajote-3944	197	15	%	%	NOUN
ajote-3944	197	16	)	)	PUNCT
ajote-3944	197	17	is	be	AUX
ajote-3944	197	18	above	above	ADP
ajote-3944	197	19	10	10	NUM
ajote-3944	197	20	%	%	NOUN
ajote-3944	197	21	and	and	CCONJ
ajote-3944	197	22	therefore	therefore	ADV
ajote-3944	197	23	a	a	DET
ajote-3944	197	24	multilevel	multilevel	ADJ
ajote-3944	197	25	model	model	NOUN
ajote-3944	197	26	is	be	AUX
ajote-3944	197	27	allowed	allow	VERB
ajote-3944	197	28	(	(	PUNCT
ajote-3944	197	29	raykov	raykov	PROPN
ajote-3944	197	30	&	&	CCONJ
ajote-3944	197	31	marcoulides	marcoulide	NOUN
ajote-3944	197	32	,	,	PUNCT
ajote-3944	197	33	2012	2012	NUM
ajote-3944	197	34	)	)	PUNCT
ajote-3944	197	35	.	.	PUNCT
ajote-3944	198	1	in	in	ADP
ajote-3944	198	2	particular	particular	ADJ
ajote-3944	198	3	,	,	PUNCT
ajote-3944	198	4	40	40	NUM
ajote-3944	198	5	%	%	NOUN
ajote-3944	198	6	of	of	ADP
ajote-3944	198	7	the	the	DET
ajote-3944	198	8	students	student	NOUN
ajote-3944	198	9	’	’	PART
ajote-3944	198	10	mathematics	mathematic	NOUN
ajote-3944	198	11	competency	competency	NOUN
ajote-3944	198	12	is	be	AUX
ajote-3944	198	13	between	between	ADP
ajote-3944	198	14	the	the	DET
ajote-3944	198	15	schools	school	NOUN
ajote-3944	198	16	in	in	ADP
ajote-3944	198	17	the	the	DET
ajote-3944	198	18	participating	participate	VERB
ajote-3944	198	19	sacmeq	sacmeq	NOUN
ajote-3944	198	20	countries	country	NOUN
ajote-3944	198	21	and	and	CCONJ
ajote-3944	198	22	60	60	NUM
ajote-3944	198	23	%	%	NOUN
ajote-3944	198	24	of	of	ADP
ajote-3944	198	25	the	the	DET
ajote-3944	198	26	variation	variation	NOUN
ajote-3944	198	27	in	in	ADP
ajote-3944	198	28	students	student	NOUN
ajote-3944	198	29	’	’	PART
ajote-3944	198	30	mathematics	mathematic	NOUN
ajote-3944	198	31	competency	competency	NOUN
ajote-3944	198	32	is	be	AUX
ajote-3944	198	33	between	between	ADP
ajote-3944	198	34	students	student	NOUN
ajote-3944	198	35	.	.	PUNCT
ajote-3944	199	1	rachel	rachel	PROPN
ajote-3944	199	2	angela	angela	PROPN
ajote-3944	199	3	ayieko	ayieko	PROPN
ajote-3944	199	4	,	,	PUNCT
ajote-3944	199	5	gibbs	gibbs	PROPN
ajote-3944	199	6	kanyongo	kanyongo	PROPN
ajote-3944	199	7	,	,	PUNCT
ajote-3944	199	8	bryan	bryan	PROPN
ajote-3944	199	9	nelson	nelson	PROPN
ajote-3944	199	10	78	78	NUM
ajote-3944	199	11	ajote	ajote	PROPN
ajote-3944	199	12	vol	vol	NOUN
ajote-3944	199	13	.	.	PUNCT
ajote-3944	200	1	7	7	X
ajote-3944	200	2	.	.	X
ajote-3944	200	3	no	no	INTJ
ajote-3944	200	4	.	.	NOUN
ajote-3944	200	5	1	1	NUM
ajote-3944	200	6	,	,	PUNCT
ajote-3944	200	7	pp	pp	ADJ
ajote-3944	200	8	.	.	PUNCT
ajote-3944	201	1	66	66	NUM
ajote-3944	201	2	-94	-94	PUNCT
ajote-3944	201	3	table	table	NOUN
ajote-3944	201	4	2	2	NUM
ajote-3944	201	5	unconditional	unconditional	ADJ
ajote-3944	201	6	model	model	NOUN
ajote-3944	201	7	of	of	ADP
ajote-3944	201	8	students	student	NOUN
ajote-3944	201	9	’	’	PART
ajote-3944	201	10	mathematics	mathematic	NOUN
ajote-3944	201	11	competencies	competency	NOUN
ajote-3944	201	12	across	across	ADP
ajote-3944	201	13	the	the	DET
ajote-3944	201	14	participating	participate	VERB
ajote-3944	201	15	countries	country	NOUN
ajote-3944	201	16	variable	variable	ADJ
ajote-3944	201	17	coefficient	coefficient	NOUN
ajote-3944	201	18	intercept	intercept	VERB
ajote-3944	201	19	3.15	3.15	NUM
ajote-3944	201	20	*	*	PUNCT
ajote-3944	201	21	*	*	PUNCT
ajote-3944	201	22	*	*	PUNCT
ajote-3944	201	23	(	(	PUNCT
ajote-3944	201	24	.02	.02	NUM
ajote-3944	201	25	)	)	PUNCT
ajote-3944	201	26	variance	variance	NOUN
ajote-3944	201	27	components	component	NOUN
ajote-3944	201	28	intercept	intercept	PROPN
ajote-3944	201	29	,	,	PUNCT
ajote-3944	201	30	µ0	µ0	NOUN
ajote-3944	201	31	.72	.72	NUM
ajote-3944	201	32	level-1	level-1	PROPN
ajote-3944	201	33	,	,	PUNCT
ajote-3944	201	34	r	r	NOUN
ajote-3944	201	35	1.07	1.07	NUM
ajote-3944	201	36	icc	icc	NOUN
ajote-3944	201	37	,	,	PUNCT
ajote-3944	201	38	40	40	NUM
ajote-3944	201	39	*	*	NOUN
ajote-3944	201	40	p<.05	p<.05	NOUN
ajote-3944	201	41	,	,	PUNCT
ajote-3944	201	42	*	*	PUNCT
ajote-3944	201	43	*	*	PUNCT
ajote-3944	201	44	p<.01	p<.01	ADJ
ajote-3944	201	45	,	,	PUNCT
ajote-3944	201	46	*	*	PUNCT
ajote-3944	201	47	*	*	PUNCT
ajote-3944	201	48	*	*	VERB
ajote-3944	201	49	p<.001	p<.001	NOUN
ajote-3944	201	50	the	the	DET
ajote-3944	201	51	models	model	NOUN
ajote-3944	201	52	of	of	ADP
ajote-3944	201	53	the	the	DET
ajote-3944	201	54	relationships	relationship	NOUN
ajote-3944	201	55	between	between	ADP
ajote-3944	201	56	teacher	teacher	NOUN
ajote-3944	201	57	quality	quality	NOUN
ajote-3944	201	58	and	and	CCONJ
ajote-3944	201	59	students	student	NOUN
ajote-3944	201	60	’	’	PART
ajote-3944	201	61	mathematics	mathematic	NOUN
ajote-3944	201	62	competencies	competency	NOUN
ajote-3944	201	63	are	be	AUX
ajote-3944	201	64	presented	present	VERB
ajote-3944	201	65	on	on	ADP
ajote-3944	201	66	table	table	NOUN
ajote-3944	201	67	3	3	NUM
ajote-3944	201	68	.	.	PUNCT
ajote-3944	202	1	the	the	DET
ajote-3944	202	2	dependent	dependent	ADJ
ajote-3944	202	3	variable	variable	NOUN
ajote-3944	202	4	in	in	ADP
ajote-3944	202	5	the	the	DET
ajote-3944	202	6	multilevel	multilevel	ADJ
ajote-3944	202	7	model	model	NOUN
ajote-3944	202	8	is	be	AUX
ajote-3944	202	9	the	the	DET
ajote-3944	202	10	students	student	NOUN
ajote-3944	202	11	’	’	PART
ajote-3944	202	12	mathematics	mathematic	NOUN
ajote-3944	202	13	competency	competency	NOUN
ajote-3944	202	14	level	level	NOUN
ajote-3944	202	15	.	.	PUNCT
ajote-3944	203	1	the	the	DET
ajote-3944	203	2	model	model	NOUN
ajote-3944	203	3	includes	include	VERB
ajote-3944	203	4	two	two	NUM
ajote-3944	203	5	level	level	NOUN
ajote-3944	203	6	1	1	NUM
ajote-3944	203	7	covariates	covariate	VERB
ajote-3944	203	8	:	:	PUNCT
ajote-3944	203	9	gender	gender	NOUN
ajote-3944	203	10	and	and	CCONJ
ajote-3944	203	11	socioeconomic	socioeconomic	ADJ
ajote-3944	203	12	status	status	NOUN
ajote-3944	203	13	(	(	PUNCT
ajote-3944	203	14	ses	ses	PROPN
ajote-3944	203	15	)	)	PUNCT
ajote-3944	203	16	.	.	PUNCT
ajote-3944	204	1	the	the	DET
ajote-3944	204	2	average	average	ADJ
ajote-3944	204	3	sixth	sixth	ADJ
ajote-3944	204	4	grade	grade	NOUN
ajote-3944	204	5	students	student	NOUN
ajote-3944	204	6	’	’	PART
ajote-3944	204	7	mathematics	mathematic	NOUN
ajote-3944	204	8	competency	competency	NOUN
ajote-3944	204	9	in	in	ADP
ajote-3944	204	10	the	the	DET
ajote-3944	204	11	participating	participate	VERB
ajote-3944	204	12	countries	country	NOUN
ajote-3944	204	13	in	in	ADP
ajote-3944	204	14	sub	sub	PROPN
ajote-3944	204	15	saharan	saharan	PROPN
ajote-3944	204	16	africa	africa	PROPN
ajote-3944	204	17	was	be	AUX
ajote-3944	204	18	3.15	3.15	NUM
ajote-3944	204	19	,	,	PUNCT
ajote-3944	204	20	which	which	PRON
ajote-3944	204	21	is	be	AUX
ajote-3944	204	22	above	above	ADP
ajote-3944	204	23	basic	basic	ADJ
ajote-3944	204	24	numeracy	numeracy	NOUN
ajote-3944	204	25	but	but	CCONJ
ajote-3944	204	26	below	below	ADP
ajote-3944	204	27	the	the	DET
ajote-3944	204	28	level	level	NOUN
ajote-3944	204	29	of	of	ADP
ajote-3944	204	30	beginning	begin	VERB
ajote-3944	204	31	numeracy	numeracy	NOUN
ajote-3944	204	32	.	.	PUNCT
ajote-3944	205	1	further	far	ADV
ajote-3944	205	2	,	,	PUNCT
ajote-3944	205	3	there	there	PRON
ajote-3944	205	4	was	be	VERB
ajote-3944	205	5	a	a	DET
ajote-3944	205	6	significant	significant	ADJ
ajote-3944	205	7	gender	gender	NOUN
ajote-3944	205	8	difference	difference	NOUN
ajote-3944	205	9	in	in	ADP
ajote-3944	205	10	students	student	NOUN
ajote-3944	205	11	’	’	PART
ajote-3944	205	12	mathematics	mathematic	NOUN
ajote-3944	205	13	competencies	competency	NOUN
ajote-3944	205	14	;	;	PUNCT
ajote-3944	205	15	boys	boy	NOUN
ajote-3944	205	16	had	have	VERB
ajote-3944	205	17	significantly	significantly	ADV
ajote-3944	205	18	higher	high	ADJ
ajote-3944	205	19	scores	score	NOUN
ajote-3944	205	20	when	when	SCONJ
ajote-3944	205	21	compared	compare	VERB
ajote-3944	205	22	to	to	ADP
ajote-3944	205	23	their	their	PRON
ajote-3944	205	24	female	female	ADJ
ajote-3944	205	25	counterparts	counterpart	NOUN
ajote-3944	205	26	.	.	PUNCT
ajote-3944	206	1	in	in	ADP
ajote-3944	206	2	addition	addition	NOUN
ajote-3944	206	3	,	,	PUNCT
ajote-3944	206	4	the	the	DET
ajote-3944	206	5	ses	se	NOUN
ajote-3944	206	6	was	be	AUX
ajote-3944	206	7	a	a	DET
ajote-3944	206	8	significant	significant	ADJ
ajote-3944	206	9	predictor	predictor	NOUN
ajote-3944	206	10	of	of	ADP
ajote-3944	206	11	students	student	NOUN
ajote-3944	206	12	’	’	PART
ajote-3944	206	13	mathematics	mathematic	NOUN
ajote-3944	206	14	competency	competency	NOUN
ajote-3944	206	15	.	.	PUNCT
ajote-3944	207	1	the	the	DET
ajote-3944	207	2	model	model	NOUN
ajote-3944	207	3	shows	show	VERB
ajote-3944	207	4	that	that	SCONJ
ajote-3944	207	5	some	some	DET
ajote-3944	207	6	teacher	teacher	NOUN
ajote-3944	207	7	quality	quality	NOUN
ajote-3944	207	8	measures	measure	NOUN
ajote-3944	207	9	were	be	AUX
ajote-3944	207	10	positively	positively	ADV
ajote-3944	207	11	related	relate	VERB
ajote-3944	207	12	to	to	ADP
ajote-3944	207	13	students	student	NOUN
ajote-3944	207	14	’	’	PART
ajote-3944	207	15	mathematics	mathematic	NOUN
ajote-3944	207	16	competencies	competency	NOUN
ajote-3944	207	17	,	,	PUNCT
ajote-3944	207	18	while	while	SCONJ
ajote-3944	207	19	others	other	NOUN
ajote-3944	207	20	were	be	AUX
ajote-3944	207	21	]	]	PUNCT
ajote-3944	207	22	negatively	negatively	ADV
ajote-3944	207	23	related	relate	VERB
ajote-3944	207	24	in	in	ADP
ajote-3944	207	25	particular	particular	ADJ
ajote-3944	207	26	,	,	PUNCT
ajote-3944	207	27	teachers	teacher	NOUN
ajote-3944	207	28	academic	academic	ADJ
ajote-3944	207	29	qualification	qualification	NOUN
ajote-3944	207	30	(	(	PUNCT
ajote-3944	207	31	=	=	NOUN
ajote-3944	207	32	.15	.15	NUM
ajote-3944	207	33	,	,	PUNCT
ajote-3944	207	34	p	p	X
ajote-3944	207	35	<	<	X
ajote-3944	207	36	.001	.001	NUM
ajote-3944	207	37	)	)	PUNCT
ajote-3944	207	38	,	,	PUNCT
ajote-3944	207	39	years	year	NOUN
ajote-3944	207	40	of	of	ADP
ajote-3944	207	41	teaching	teaching	NOUN
ajote-3944	207	42	experiences	experience	NOUN
ajote-3944	207	43	(	(	PUNCT
ajote-3944	207	44	=.01	=.01	PROPN
ajote-3944	207	45	,	,	PUNCT
ajote-3944	207	46	p<.001	p<.001	NOUN
ajote-3944	207	47	)	)	PUNCT
ajote-3944	207	48	,	,	PUNCT
ajote-3944	207	49	and	and	CCONJ
ajote-3944	207	50	mathematics	mathematics	NOUN
ajote-3944	207	51	competencies	competency	NOUN
ajote-3944	207	52	(	(	PUNCT
ajote-3944	207	53	=.22	=.22	NOUN
ajote-3944	207	54	,	,	PUNCT
ajote-3944	207	55	p<.001	p<.001	PROPN
ajote-3944	207	56	)	)	PUNCT
ajote-3944	207	57	were	be	AUX
ajote-3944	207	58	significant	significant	ADJ
ajote-3944	207	59	positive	positive	ADJ
ajote-3944	207	60	predictors	predictor	NOUN
ajote-3944	207	61	of	of	ADP
ajote-3944	207	62	students	student	NOUN
ajote-3944	207	63	’	’	PART
ajote-3944	207	64	mathematics	mathematic	NOUN
ajote-3944	207	65	competencies	competency	NOUN
ajote-3944	207	66	.	.	PUNCT
ajote-3944	208	1	however	however	ADV
ajote-3944	208	2	,	,	PUNCT
ajote-3944	208	3	permanent	permanent	ADJ
ajote-3944	208	4	employment	employment	NOUN
ajote-3944	208	5	status	status	NOUN
ajote-3944	208	6	(	(	PUNCT
ajote-3944	208	7	=-.20	=-.20	PROPN
ajote-3944	208	8	,	,	PUNCT
ajote-3944	208	9	p	p	X
ajote-3944	208	10	<	<	X
ajote-3944	208	11	.01	.01	NUM
ajote-3944	208	12	)	)	PUNCT
ajote-3944	208	13	and	and	CCONJ
ajote-3944	208	14	number	number	NOUN
ajote-3944	208	15	of	of	ADP
ajote-3944	208	16	days	day	NOUN
ajote-3944	208	17	spent	spend	VERB
ajote-3944	208	18	in	in	ADP
ajote-3944	208	19	in	in	ADP
ajote-3944	208	20	-	-	PUNCT
ajote-3944	208	21	service	service	NOUN
ajote-3944	208	22	training	training	NOUN
ajote-3944	208	23	(	(	PUNCT
ajote-3944	208	24	=-.001	=-.001	PROPN
ajote-3944	208	25	.p	.p	PROPN
ajote-3944	208	26	<	<	X
ajote-3944	208	27	.01	.01	NUM
ajote-3944	208	28	)	)	PUNCT
ajote-3944	208	29	were	be	AUX
ajote-3944	208	30	negative	negative	ADJ
ajote-3944	208	31	predictors	predictor	NOUN
ajote-3944	208	32	of	of	ADP
ajote-3944	208	33	students	student	NOUN
ajote-3944	208	34	’	’	PART
ajote-3944	208	35	mathematics	mathematic	NOUN
ajote-3944	208	36	competencies	competency	NOUN
ajote-3944	208	37	.	.	PUNCT
ajote-3944	209	1	while	while	SCONJ
ajote-3944	209	2	teachers	teacher	NOUN
ajote-3944	209	3	’	'	PUNCT
ajote-3944	209	4	professional	professional	ADJ
ajote-3944	209	5	training	training	NOUN
ajote-3944	209	6	and	and	CCONJ
ajote-3944	209	7	attendance	attendance	NOUN
ajote-3944	209	8	of	of	ADP
ajote-3944	209	9	professional	professional	ADJ
ajote-3944	209	10	development	development	NOUN
ajote-3944	209	11	were	be	AUX
ajote-3944	209	12	perceived	perceive	VERB
ajote-3944	209	13	as	as	ADP
ajote-3944	209	14	effective	effective	ADJ
ajote-3944	209	15	for	for	ADP
ajote-3944	209	16	building	build	VERB
ajote-3944	209	17	teaching	teaching	NOUN
ajote-3944	209	18	proficiencies	proficiency	NOUN
ajote-3944	209	19	,	,	PUNCT
ajote-3944	209	20	these	these	DET
ajote-3944	209	21	measure	measure	NOUN
ajote-3944	209	22	showed	show	VERB
ajote-3944	209	23	positive	positive	ADJ
ajote-3944	209	24	correlations	correlation	NOUN
ajote-3944	209	25	with	with	ADP
ajote-3944	209	26	students	student	NOUN
ajote-3944	209	27	’	’	PART
ajote-3944	209	28	mathematics	mathematic	NOUN
ajote-3944	209	29	competencies	competency	NOUN
ajote-3944	209	30	,	,	PUNCT
ajote-3944	209	31	but	but	CCONJ
ajote-3944	209	32	were	be	AUX
ajote-3944	209	33	not	not	PART
ajote-3944	209	34	significant	significant	ADJ
ajote-3944	209	35	.	.	PUNCT
ajote-3944	210	1	also	also	ADV
ajote-3944	210	2	,	,	PUNCT
ajote-3944	210	3	the	the	DET
ajote-3944	210	4	number	number	NOUN
ajote-3944	210	5	of	of	ADP
ajote-3944	210	6	in	in	ADP
ajote-3944	210	7	-	-	PUNCT
ajote-3944	210	8	service	service	NOUN
ajote-3944	210	9	courses	course	NOUN
ajote-3944	210	10	taken	take	VERB
ajote-3944	210	11	showed	show	VERB
ajote-3944	210	12	a	a	DET
ajote-3944	210	13	negative	negative	ADJ
ajote-3944	210	14	relationship	relationship	NOUN
ajote-3944	210	15	with	with	ADP
ajote-3944	210	16	students	student	NOUN
ajote-3944	210	17	’	’	PART
ajote-3944	210	18	mathematics	mathematic	NOUN
ajote-3944	210	19	competencies	competency	NOUN
ajote-3944	210	20	.	.	PUNCT
ajote-3944	211	1	a	a	DET
ajote-3944	211	2	summary	summary	NOUN
ajote-3944	211	3	of	of	ADP
ajote-3944	211	4	the	the	DET
ajote-3944	211	5	relationships	relationship	NOUN
ajote-3944	211	6	in	in	ADP
ajote-3944	211	7	the	the	DET
ajote-3944	211	8	multilevel	multilevel	ADJ
ajote-3944	211	9	model	model	NOUN
ajote-3944	211	10	is	be	AUX
ajote-3944	211	11	presented	present	VERB
ajote-3944	211	12	in	in	ADP
ajote-3944	211	13	table	table	NOUN
ajote-3944	211	14	3	3	NUM
ajote-3944	211	15	.	.	PUNCT
ajote-3944	211	16	understanding	understand	VERB
ajote-3944	211	17	the	the	DET
ajote-3944	211	18	relationships	relationship	NOUN
ajote-3944	211	19	between	between	ADP
ajote-3944	211	20	teacher	teacher	NOUN
ajote-3944	211	21	quality	quality	NOUN
ajote-3944	211	22	and	and	CCONJ
ajote-3944	211	23	sixth	sixth	ADJ
ajote-3944	211	24	grade	grade	NOUN
ajote-3944	211	25	students	student	NOUN
ajote-3944	211	26	’	'	PUNCT
ajote-3944	211	27	mathematics	mathematic	NOUN
ajote-3944	211	28	competencies	competency	NOUN
ajote-3944	211	29	in	in	ADP
ajote-3944	211	30	kenya	kenya	PROPN
ajote-3944	211	31	and	and	CCONJ
ajote-3944	211	32	zimbabwe	zimbabwe	ADJ
ajote-3944	211	33	79	79	NUM
ajote-3944	211	34	ajote	ajote	NOUN
ajote-3944	211	35	vol	vol	NOUN
ajote-3944	211	36	.	.	PUNCT
ajote-3944	212	1	7	7	X
ajote-3944	212	2	.	.	X
ajote-3944	212	3	no	no	INTJ
ajote-3944	212	4	.	.	NOUN
ajote-3944	212	5	1	1	NUM
ajote-3944	212	6	,	,	PUNCT
ajote-3944	212	7	pp	pp	ADJ
ajote-3944	212	8	.	.	PUNCT
ajote-3944	213	1	66	66	NUM
ajote-3944	213	2	-94	-94	PUNCT
ajote-3944	213	3	table	table	NOUN
ajote-3944	213	4	3	3	NUM
ajote-3944	213	5	relationships	relationship	NOUN
ajote-3944	213	6	between	between	ADP
ajote-3944	213	7	teacher	teacher	NOUN
ajote-3944	213	8	quality	quality	NOUN
ajote-3944	213	9	and	and	CCONJ
ajote-3944	213	10	students	student	NOUN
ajote-3944	213	11	mathematics	mathematic	NOUN
ajote-3944	213	12	competencies	competencie	VERB
ajote-3944	213	13	variable	variable	ADJ
ajote-3944	213	14	coefficient	coefficient	NOUN
ajote-3944	213	15	intercept	intercept	VERB
ajote-3944	213	16	3.17	3.17	NUM
ajote-3944	213	17	*	*	PUNCT
ajote-3944	213	18	*	*	PUNCT
ajote-3944	213	19	*	*	PUNCT
ajote-3944	213	20	(	(	PUNCT
ajote-3944	213	21	.02	.02	NUM
ajote-3944	213	22	)	)	PUNCT
ajote-3944	213	23	level	level	NOUN
ajote-3944	213	24	1	1	NUM
ajote-3944	213	25	(	(	PUNCT
ajote-3944	213	26	student	student	NOUN
ajote-3944	213	27	level	level	NOUN
ajote-3944	213	28	)	)	PUNCT
ajote-3944	213	29	students	student	NOUN
ajote-3944	213	30	’	'	PUNCT
ajote-3944	213	31	gender	gender	NOUN
ajote-3944	213	32	(	(	PUNCT
ajote-3944	213	33	boys	boy	NOUN
ajote-3944	213	34	)	)	PUNCT
ajote-3944	213	35	.10	.10	NUM
ajote-3944	213	36	*	*	PUNCT
ajote-3944	213	37	*	*	PUNCT
ajote-3944	213	38	*	*	PUNCT
ajote-3944	213	39	(	(	PUNCT
ajote-3944	213	40	0.01	0.01	NUM
ajote-3944	213	41	)	)	PUNCT
ajote-3944	213	42	students	student	NOUN
ajote-3944	213	43	’	'	PUNCT
ajote-3944	213	44	socioeconomic	socioeconomic	ADJ
ajote-3944	213	45	status	status	NOUN
ajote-3944	213	46	.003	.003	NUM
ajote-3944	213	47	*	*	PUNCT
ajote-3944	213	48	*	*	PUNCT
ajote-3944	213	49	*	*	PUNCT
ajote-3944	213	50	(	(	PUNCT
ajote-3944	213	51	.0001	.0001	NOUN
ajote-3944	213	52	)	)	PUNCT
ajote-3944	213	53	level	level	NOUN
ajote-3944	213	54	2	2	NUM
ajote-3944	213	55	(	(	PUNCT
ajote-3944	213	56	teacher	teacher	NOUN
ajote-3944	213	57	quality	quality	NOUN
ajote-3944	213	58	)	)	PUNCT
ajote-3944	213	59	permanent	permanent	ADJ
ajote-3944	213	60	employment	employment	NOUN
ajote-3944	213	61	-.20	-.20	PROPN
ajote-3944	213	62	*	*	PUNCT
ajote-3944	213	63	*	*	PUNCT
ajote-3944	213	64	(	(	PUNCT
ajote-3944	213	65	.06	.06	NUM
ajote-3944	213	66	)	)	PUNCT
ajote-3944	213	67	educational	educational	ADJ
ajote-3944	213	68	background	background	NOUN
ajote-3944	213	69	.15	.15	NUM
ajote-3944	213	70	*	*	PUNCT
ajote-3944	213	71	*	*	PUNCT
ajote-3944	213	72	*	*	PUNCT
ajote-3944	213	73	(	(	PUNCT
ajote-3944	213	74	.02	.02	NUM
ajote-3944	213	75	)	)	PUNCT
ajote-3944	213	76	professional	professional	ADJ
ajote-3944	213	77	training	training	NOUN
ajote-3944	213	78	.02	.02	NUM
ajote-3944	213	79	(	(	PUNCT
ajote-3944	213	80	.02	.02	NUM
ajote-3944	213	81	)	)	PUNCT
ajote-3944	213	82	years	year	NOUN
ajote-3944	213	83	of	of	ADP
ajote-3944	213	84	teaching	teaching	NOUN
ajote-3944	213	85	experience	experience	NOUN
ajote-3944	213	86	.01	.01	NUM
ajote-3944	213	87	*	*	PUNCT
ajote-3944	213	88	*	*	PUNCT
ajote-3944	213	89	*	*	PUNCT
ajote-3944	213	90	(	(	PUNCT
ajote-3944	213	91	.002	.002	NUM
ajote-3944	213	92	)	)	PUNCT
ajote-3944	213	93	number	number	NOUN
ajote-3944	213	94	of	of	ADP
ajote-3944	213	95	in	in	ADP
ajote-3944	213	96	-	-	PUNCT
ajote-3944	213	97	service	service	NOUN
ajote-3944	213	98	courses	course	NOUN
ajote-3944	213	99	taken	take	VERB
ajote-3944	213	100	-.001	-.001	NOUN
ajote-3944	213	101	(	(	PUNCT
ajote-3944	213	102	.01	.01	NUM
ajote-3944	213	103	)	)	PUNCT
ajote-3944	213	104	number	number	NOUN
ajote-3944	213	105	of	of	ADP
ajote-3944	213	106	days	day	NOUN
ajote-3944	213	107	spent	spend	VERB
ajote-3944	213	108	on	on	ADP
ajote-3944	213	109	in	in	ADP
ajote-3944	213	110	-	-	PUNCT
ajote-3944	213	111	service	service	NOUN
ajote-3944	213	112	training	training	NOUN
ajote-3944	213	113	-.001	-.001	NOUN
ajote-3944	213	114	*	*	PUNCT
ajote-3944	213	115	*	*	PUNCT
ajote-3944	213	116	(	(	PUNCT
ajote-3944	213	117	.0003	.0003	ADJ
ajote-3944	213	118	)	)	PUNCT
ajote-3944	213	119	mathematics	mathematics	PROPN
ajote-3944	213	120	competency	competency	NOUN
ajote-3944	213	121	.22	.22	NUM
ajote-3944	213	122	*	*	PUNCT
ajote-3944	213	123	*	*	PUNCT
ajote-3944	213	124	*	*	PUNCT
ajote-3944	213	125	(	(	PUNCT
ajote-3944	213	126	.02	.02	NUM
ajote-3944	213	127	)	)	PUNCT
ajote-3944	213	128	effective	effective	ADJ
ajote-3944	213	129	professional	professional	ADJ
ajote-3944	213	130	development	development	NOUN
ajote-3944	213	131	.01	.01	NUM
ajote-3944	213	132	(	(	PUNCT
ajote-3944	213	133	.01	.01	NUM
ajote-3944	213	134	)	)	PUNCT
ajote-3944	213	135	variance	variance	NOUN
ajote-3944	213	136	components	component	NOUN
ajote-3944	213	137	intercept	intercept	PROPN
ajote-3944	213	138	,	,	PUNCT
ajote-3944	213	139	µ0	µ0	NOUN
ajote-3944	213	140	.62	.62	NUM
ajote-3944	213	141	level-1	level-1	PROPN
ajote-3944	213	142	,	,	PUNCT
ajote-3944	213	143	r	r	NOUN
ajote-3944	213	144	1.02	1.02	NUM
ajote-3944	213	145	*	*	PUNCT
ajote-3944	213	146	p<.05	p<.05	NOUN
ajote-3944	213	147	,	,	PUNCT
ajote-3944	213	148	*	*	PUNCT
ajote-3944	213	149	*	*	PUNCT
ajote-3944	213	150	p<.01	p<.01	ADJ
ajote-3944	213	151	,	,	PUNCT
ajote-3944	213	152	*	*	PUNCT
ajote-3944	213	153	*	*	PUNCT
ajote-3944	213	154	*	*	NOUN
ajote-3944	213	155	p<.001	p<.001	NOUN
ajote-3944	213	156	teacher	teacher	NOUN
ajote-3944	213	157	quality	quality	NOUN
ajote-3944	213	158	in	in	ADP
ajote-3944	213	159	kenya	kenya	PROPN
ajote-3944	213	160	and	and	CCONJ
ajote-3944	213	161	zimbabwe	zimbabwe	PROPN
ajote-3944	213	162	.	.	PUNCT
ajote-3944	214	1	the	the	DET
ajote-3944	214	2	multilevel	multilevel	ADJ
ajote-3944	214	3	regression	regression	NOUN
ajote-3944	214	4	analysis	analysis	NOUN
ajote-3944	214	5	indicates	indicate	VERB
ajote-3944	214	6	that	that	SCONJ
ajote-3944	214	7	in	in	ADP
ajote-3944	214	8	sub	sub	ADJ
ajote-3944	214	9	-	-	ADJ
ajote-3944	214	10	sahara	sahara	ADJ
ajote-3944	214	11	africa	africa	PROPN
ajote-3944	214	12	,	,	PUNCT
ajote-3944	214	13	teachers	teacher	NOUN
ajote-3944	214	14	’	'	PUNCT
ajote-3944	214	15	academic	academic	ADJ
ajote-3944	214	16	qualification	qualification	NOUN
ajote-3944	214	17	,	,	PUNCT
ajote-3944	214	18	their	their	PRON
ajote-3944	214	19	years	year	NOUN
ajote-3944	214	20	of	of	ADP
ajote-3944	214	21	teaching	teaching	NOUN
ajote-3944	214	22	experience	experience	NOUN
ajote-3944	214	23	,	,	PUNCT
ajote-3944	214	24	and	and	CCONJ
ajote-3944	214	25	mathematics	mathematic	NOUN
ajote-3944	214	26	competencies	competency	NOUN
ajote-3944	214	27	are	be	AUX
ajote-3944	214	28	significant	significant	ADJ
ajote-3944	214	29	teacher	teacher	NOUN
ajote-3944	214	30	quality	quality	NOUN
ajote-3944	214	31	factors	factor	NOUN
ajote-3944	214	32	that	that	PRON
ajote-3944	214	33	matter	matter	VERB
ajote-3944	214	34	in	in	ADP
ajote-3944	214	35	students	student	NOUN
ajote-3944	214	36	’	’	PART
ajote-3944	214	37	mathematics	mathematic	NOUN
ajote-3944	214	38	competencies	competency	NOUN
ajote-3944	214	39	.	.	PUNCT
ajote-3944	215	1	therefore	therefore	ADV
ajote-3944	215	2	,	,	PUNCT
ajote-3944	215	3	a	a	DET
ajote-3944	215	4	further	further	ADJ
ajote-3944	215	5	analysis	analysis	NOUN
ajote-3944	215	6	of	of	ADP
ajote-3944	215	7	the	the	DET
ajote-3944	215	8	distributions	distribution	NOUN
ajote-3944	215	9	of	of	ADP
ajote-3944	215	10	these	these	DET
ajote-3944	215	11	teacher	teacher	NOUN
ajote-3944	215	12	quality	quality	NOUN
ajote-3944	215	13	factors	factor	NOUN
ajote-3944	215	14	provides	provide	VERB
ajote-3944	215	15	a	a	DET
ajote-3944	215	16	direction	direction	NOUN
ajote-3944	215	17	on	on	ADP
ajote-3944	215	18	where	where	SCONJ
ajote-3944	215	19	these	these	DET
ajote-3944	215	20	essential	essential	ADJ
ajote-3944	215	21	qualities	quality	NOUN
ajote-3944	215	22	are	be	AUX
ajote-3944	215	23	lacking	lack	VERB
ajote-3944	215	24	in	in	ADP
ajote-3944	215	25	kenya	kenya	PROPN
ajote-3944	215	26	and	and	CCONJ
ajote-3944	215	27	zimbabwe	zimbabwe	PROPN
ajote-3944	215	28	.	.	PUNCT
ajote-3944	216	1	similarly	similarly	ADV
ajote-3944	216	2	,	,	PUNCT
ajote-3944	216	3	a	a	DET
ajote-3944	216	4	look	look	NOUN
ajote-3944	216	5	at	at	ADP
ajote-3944	216	6	the	the	DET
ajote-3944	216	7	distribution	distribution	NOUN
ajote-3944	216	8	of	of	ADP
ajote-3944	216	9	the	the	DET
ajote-3944	216	10	teacher	teacher	NOUN
ajote-3944	216	11	quality	quality	NOUN
ajote-3944	216	12	factors	factor	NOUN
ajote-3944	216	13	that	that	PRON
ajote-3944	216	14	were	be	AUX
ajote-3944	216	15	negatively	negatively	ADV
ajote-3944	216	16	related	relate	VERB
ajote-3944	216	17	to	to	ADP
ajote-3944	216	18	students	student	NOUN
ajote-3944	216	19	’	’	PART
ajote-3944	216	20	mathematics	mathematic	NOUN
ajote-3944	216	21	competencies	competency	NOUN
ajote-3944	216	22	(	(	PUNCT
ajote-3944	216	23	permanent	permanent	ADJ
ajote-3944	216	24	employment	employment	NOUN
ajote-3944	216	25	and	and	CCONJ
ajote-3944	216	26	number	number	NOUN
ajote-3944	216	27	rachel	rachel	PROPN
ajote-3944	216	28	angela	angela	PROPN
ajote-3944	216	29	ayieko	ayieko	PROPN
ajote-3944	216	30	,	,	PUNCT
ajote-3944	216	31	gibbs	gibbs	PROPN
ajote-3944	216	32	kanyongo	kanyongo	PROPN
ajote-3944	216	33	,	,	PUNCT
ajote-3944	216	34	bryan	bryan	PROPN
ajote-3944	216	35	nelson	nelson	PROPN
ajote-3944	216	36	80	80	NUM
ajote-3944	216	37	ajote	ajote	PROPN
ajote-3944	216	38	vol	vol	NOUN
ajote-3944	216	39	.	.	PUNCT
ajote-3944	217	1	7	7	X
ajote-3944	217	2	.	.	X
ajote-3944	217	3	no	no	INTJ
ajote-3944	217	4	.	.	NOUN
ajote-3944	217	5	1	1	NUM
ajote-3944	217	6	,	,	PUNCT
ajote-3944	217	7	pp	pp	ADJ
ajote-3944	217	8	.	.	PUNCT
ajote-3944	218	1	66	66	NUM
ajote-3944	218	2	-94	-94	PUNCT
ajote-3944	218	3	of	of	ADP
ajote-3944	218	4	days	day	NOUN
ajote-3944	218	5	spent	spend	VERB
ajote-3944	218	6	in	in	ADP
ajote-3944	218	7	in	in	ADP
ajote-3944	218	8	-	-	PUNCT
ajote-3944	218	9	service	service	NOUN
ajote-3944	218	10	training	training	NOUN
ajote-3944	218	11	)	)	PUNCT
ajote-3944	218	12	provides	provide	VERB
ajote-3944	218	13	further	further	ADJ
ajote-3944	218	14	elaborations	elaboration	NOUN
ajote-3944	218	15	of	of	ADP
ajote-3944	218	16	the	the	DET
ajote-3944	218	17	scenarios	scenario	NOUN
ajote-3944	218	18	within	within	ADP
ajote-3944	218	19	the	the	DET
ajote-3944	218	20	countries	country	NOUN
ajote-3944	218	21	.	.	PUNCT
ajote-3944	219	1	in	in	ADP
ajote-3944	219	2	this	this	DET
ajote-3944	219	3	section	section	NOUN
ajote-3944	219	4	,	,	PUNCT
ajote-3944	219	5	we	we	PRON
ajote-3944	219	6	first	first	ADV
ajote-3944	219	7	present	present	VERB
ajote-3944	219	8	the	the	DET
ajote-3944	219	9	distributions	distribution	NOUN
ajote-3944	219	10	of	of	ADP
ajote-3944	219	11	the	the	DET
ajote-3944	219	12	teacher	teacher	NOUN
ajote-3944	219	13	quality	quality	NOUN
ajote-3944	219	14	measures	measure	NOUN
ajote-3944	219	15	that	that	PRON
ajote-3944	219	16	were	be	AUX
ajote-3944	219	17	positive	positive	ADJ
ajote-3944	219	18	ly	ly	ADP
ajote-3944	219	19	related	relate	VERB
ajote-3944	219	20	to	to	ADP
ajote-3944	219	21	students	student	NOUN
ajote-3944	219	22	’	’	PART
ajote-3944	219	23	mathematics	mathematic	NOUN
ajote-3944	219	24	competencies	competency	NOUN
ajote-3944	219	25	.	.	PUNCT
ajote-3944	220	1	we	we	PRON
ajote-3944	220	2	then	then	ADV
ajote-3944	220	3	discuss	discuss	VERB
ajote-3944	220	4	the	the	DET
ajote-3944	220	5	distributions	distribution	NOUN
ajote-3944	220	6	of	of	ADP
ajote-3944	220	7	the	the	DET
ajote-3944	220	8	teacher	teacher	NOUN
ajote-3944	220	9	quality	quality	NOUN
ajote-3944	220	10	factors	factor	NOUN
ajote-3944	220	11	that	that	PRON
ajote-3944	220	12	were	be	AUX
ajote-3944	220	13	negatively	negatively	ADV
ajote-3944	220	14	related	relate	VERB
ajote-3944	220	15	to	to	ADP
ajote-3944	220	16	students	student	NOUN
ajote-3944	220	17	’	’	PART
ajote-3944	220	18	mathematics	mathematic	NOUN
ajote-3944	220	19	competencies	competency	NOUN
ajote-3944	220	20	,	,	PUNCT
ajote-3944	220	21	namely	namely	ADV
ajote-3944	220	22	permanent	permanent	ADJ
ajote-3944	220	23	employment	employment	NOUN
ajote-3944	220	24	status	status	NOUN
ajote-3944	220	25	and	and	CCONJ
ajote-3944	220	26	number	number	NOUN
ajote-3944	220	27	of	of	ADP
ajote-3944	220	28	days	day	NOUN
ajote-3944	220	29	spent	spend	VERB
ajote-3944	220	30	on	on	ADP
ajote-3944	220	31	in	in	ADP
ajote-3944	220	32	-	-	PUNCT
ajote-3944	220	33	service	service	NOUN
ajote-3944	220	34	training	training	NOUN
ajote-3944	220	35	.	.	PUNCT
ajote-3944	221	1	educational	educational	ADJ
ajote-3944	221	2	background	background	NOUN
ajote-3944	221	3	(	(	PUNCT
ajote-3944	221	4	teacher	teacher	NOUN
ajote-3944	221	5	qualifications	qualification	NOUN
ajote-3944	221	6	)	)	PUNCT
ajote-3944	221	7	.	.	PUNCT
ajote-3944	222	1	in	in	ADP
ajote-3944	222	2	general	general	ADJ
ajote-3944	222	3	,	,	PUNCT
ajote-3944	222	4	teachers	teacher	NOUN
ajote-3944	222	5	in	in	ADP
ajote-3944	222	6	zimbabwe	zimbabwe	PROPN
ajote-3944	222	7	have	have	VERB
ajote-3944	222	8	slightly	slightly	ADV
ajote-3944	222	9	higher	high	ADJ
ajote-3944	222	10	educational	educational	ADJ
ajote-3944	222	11	backgrounds	background	NOUN
ajote-3944	222	12	than	than	ADP
ajote-3944	222	13	their	their	PRON
ajote-3944	222	14	counterparts	counterpart	NOUN
ajote-3944	222	15	in	in	ADP
ajote-3944	222	16	kenya	kenya	PROPN
ajote-3944	222	17	.	.	PUNCT
ajote-3944	223	1	there	there	PRON
ajote-3944	223	2	is	be	VERB
ajote-3944	223	3	little	little	ADJ
ajote-3944	223	4	difference	difference	NOUN
ajote-3944	223	5	among	among	ADP
ajote-3944	223	6	the	the	DET
ajote-3944	223	7	least	least	ADJ
ajote-3944	223	8	qualified	qualified	ADJ
ajote-3944	223	9	teachers	teacher	NOUN
ajote-3944	223	10	in	in	ADP
ajote-3944	223	11	the	the	DET
ajote-3944	223	12	two	two	NUM
ajote-3944	223	13	countries	country	NOUN
ajote-3944	223	14	with	with	ADP
ajote-3944	223	15	6.7	6.7	NUM
ajote-3944	223	16	%	%	NOUN
ajote-3944	223	17	of	of	ADP
ajote-3944	223	18	teachers	teacher	NOUN
ajote-3944	223	19	in	in	ADP
ajote-3944	223	20	kenya	kenya	PROPN
ajote-3944	223	21	and	and	CCONJ
ajote-3944	223	22	5.2	5.2	NUM
ajote-3944	223	23	%	%	NOUN
ajote-3944	223	24	of	of	ADP
ajote-3944	223	25	teachers	teacher	NOUN
ajote-3944	223	26	in	in	ADP
ajote-3944	223	27	zimbabwe	zimbabwe	NOUN
ajote-3944	223	28	attaining	attain	VERB
ajote-3944	223	29	either	either	CCONJ
ajote-3944	223	30	a	a	DET
ajote-3944	223	31	primary	primary	ADJ
ajote-3944	223	32	or	or	CCONJ
ajote-3944	223	33	junior	junior	ADJ
ajote-3944	223	34	secondary	secondary	ADJ
ajote-3944	223	35	education	education	NOUN
ajote-3944	223	36	.	.	PUNCT
ajote-3944	224	1	there	there	PRON
ajote-3944	224	2	is	be	VERB
ajote-3944	224	3	greater	great	ADJ
ajote-3944	224	4	disparity	disparity	NOUN
ajote-3944	224	5	in	in	ADP
ajote-3944	224	6	the	the	DET
ajote-3944	224	7	attainment	attainment	NOUN
ajote-3944	224	8	of	of	ADP
ajote-3944	224	9	higher	high	ADJ
ajote-3944	224	10	levels	level	NOUN
ajote-3944	224	11	of	of	ADP
ajote-3944	224	12	education	education	NOUN
ajote-3944	224	13	.	.	PUNCT
ajote-3944	225	1	the	the	DET
ajote-3944	225	2	senior	senior	ADJ
ajote-3944	225	3	secondary	secondary	NOUN
ajote-3944	225	4	is	be	AUX
ajote-3944	225	5	the	the	DET
ajote-3944	225	6	highest	high	ADJ
ajote-3944	225	7	level	level	NOUN
ajote-3944	225	8	attained	attain	VERB
ajote-3944	225	9	by	by	ADP
ajote-3944	225	10	63	63	NUM
ajote-3944	225	11	%	%	NOUN
ajote-3944	225	12	of	of	ADP
ajote-3944	225	13	teachers	teacher	NOUN
ajote-3944	225	14	in	in	ADP
ajote-3944	225	15	kenya	kenya	PROPN
ajote-3944	225	16	compared	compare	VERB
ajote-3944	225	17	to	to	ADP
ajote-3944	225	18	only	only	ADV
ajote-3944	225	19	43	43	NUM
ajote-3944	225	20	%	%	NOUN
ajote-3944	225	21	in	in	ADP
ajote-3944	225	22	zimbabwe	zimbabwe	NOUN
ajote-3944	225	23	.	.	PUNCT
ajote-3944	226	1	although	although	SCONJ
ajote-3944	226	2	the	the	DET
ajote-3944	226	3	a	a	DET
ajote-3944	226	4	-	-	PUNCT
ajote-3944	226	5	level	level	NOUN
ajote-3944	226	6	education	education	NOUN
ajote-3944	226	7	levels	level	NOUN
ajote-3944	226	8	are	be	AUX
ajote-3944	226	9	similar	similar	ADJ
ajote-3944	226	10	(	(	PUNCT
ajote-3944	226	11	26	26	NUM
ajote-3944	226	12	%	%	NOUN
ajote-3944	226	13	in	in	ADP
ajote-3944	226	14	kenya	kenya	PROPN
ajote-3944	226	15	vs.	vs.	ADP
ajote-3944	226	16	24	24	NUM
ajote-3944	226	17	%	%	NOUN
ajote-3944	226	18	in	in	ADP
ajote-3944	226	19	zimbabwe	zimbabwe	PROPN
ajote-3944	226	20	)	)	PUNCT
ajote-3944	226	21	,	,	PUNCT
ajote-3944	226	22	the	the	DET
ajote-3944	226	23	rate	rate	NOUN
ajote-3944	226	24	at	at	ADP
ajote-3944	226	25	which	which	PRON
ajote-3944	226	26	teachers	teacher	NOUN
ajote-3944	226	27	attain	attain	VERB
ajote-3944	226	28	a	a	DET
ajote-3944	226	29	first	first	ADJ
ajote-3944	226	30	degree	degree	NOUN
ajote-3944	226	31	,	,	PUNCT
ajote-3944	226	32	the	the	DET
ajote-3944	226	33	highest	high	ADJ
ajote-3944	226	34	level	level	NOUN
ajote-3944	226	35	of	of	ADP
ajote-3944	226	36	education	education	NOUN
ajote-3944	226	37	,	,	PUNCT
ajote-3944	226	38	is	be	AUX
ajote-3944	226	39	seven	seven	NUM
ajote-3944	226	40	times	time	NOUN
ajote-3944	226	41	higher	high	ADJ
ajote-3944	226	42	in	in	ADP
ajote-3944	226	43	zimbabwe	zimbabwe	PROPN
ajote-3944	226	44	.	.	PUNCT
ajote-3944	227	1	over	over	ADP
ajote-3944	227	2	one	one	NUM
ajote-3944	227	3	-	-	PUNCT
ajote-3944	227	4	quarter	quarter	NOUN
ajote-3944	227	5	of	of	ADP
ajote-3944	227	6	zimbabwean	zimbabwean	PROPN
ajote-3944	227	7	teachers	teacher	NOUN
ajote-3944	227	8	have	have	VERB
ajote-3944	227	9	the	the	DET
ajote-3944	227	10	first	first	ADJ
ajote-3944	227	11	degree	degree	NOUN
ajote-3944	227	12	education	education	NOUN
ajote-3944	227	13	while	while	SCONJ
ajote-3944	227	14	less	less	ADJ
ajote-3944	227	15	than	than	ADP
ajote-3944	227	16	4	4	NUM
ajote-3944	227	17	%	%	NOUN
ajote-3944	227	18	in	in	ADP
ajote-3944	227	19	kenya	kenya	PROPN
ajote-3944	227	20	have	have	AUX
ajote-3944	227	21	achieved	achieve	VERB
ajote-3944	227	22	the	the	DET
ajote-3944	227	23	same	same	ADJ
ajote-3944	227	24	level	level	NOUN
ajote-3944	227	25	of	of	ADP
ajote-3944	227	26	education	education	NOUN
ajote-3944	227	27	.	.	PUNCT
ajote-3944	228	1	within	within	ADP
ajote-3944	228	2	kenya	kenya	PROPN
ajote-3944	228	3	,	,	PUNCT
ajote-3944	228	4	the	the	DET
ajote-3944	228	5	coastal	coastal	ADJ
ajote-3944	228	6	province	province	NOUN
ajote-3944	228	7	had	have	VERB
ajote-3944	228	8	the	the	DET
ajote-3944	228	9	least	least	ADJ
ajote-3944	228	10	number	number	NOUN
ajote-3944	228	11	of	of	ADP
ajote-3944	228	12	teachers	teacher	NOUN
ajote-3944	228	13	with	with	ADP
ajote-3944	228	14	an	an	DET
ajote-3944	228	15	a	a	DET
ajote-3944	228	16	-	-	PUNCT
ajote-3944	228	17	level	level	NOUN
ajote-3944	228	18	educational	educational	ADJ
ajote-3944	228	19	background	background	NOUN
ajote-3944	228	20	.	.	PUNCT
ajote-3944	229	1	also	also	ADV
ajote-3944	229	2	,	,	PUNCT
ajote-3944	229	3	the	the	DET
ajote-3944	229	4	northeastern	northeastern	ADJ
ajote-3944	229	5	and	and	CCONJ
ajote-3944	229	6	western	western	ADJ
ajote-3944	229	7	regions	region	NOUN
ajote-3944	229	8	had	have	VERB
ajote-3944	229	9	no	no	DET
ajote-3944	229	10	teachers	teacher	NOUN
ajote-3944	229	11	with	with	ADP
ajote-3944	229	12	the	the	DET
ajote-3944	229	13	first	first	ADJ
ajote-3944	229	14	-	-	PUNCT
ajote-3944	229	15	degree	degree	NOUN
ajote-3944	229	16	level	level	NOUN
ajote-3944	229	17	of	of	ADP
ajote-3944	229	18	education	education	NOUN
ajote-3944	229	19	.	.	PUNCT
ajote-3944	230	1	in	in	ADP
ajote-3944	230	2	zimbabwe	zimbabwe	PROPN
ajote-3944	230	3	,	,	PUNCT
ajote-3944	230	4	harare	harare	PROPN
ajote-3944	230	5	and	and	CCONJ
ajote-3944	230	6	bulawayo	bulawayo	PROPN
ajote-3944	230	7	provinces	province	NOUN
ajote-3944	230	8	had	have	VERB
ajote-3944	230	9	the	the	DET
ajote-3944	230	10	highest	high	ADJ
ajote-3944	230	11	percentage	percentage	NOUN
ajote-3944	230	12	of	of	ADP
ajote-3944	230	13	teachers	teacher	NOUN
ajote-3944	230	14	with	with	ADP
ajote-3944	230	15	first	first	ADJ
ajote-3944	230	16	degrees	degree	NOUN
ajote-3944	230	17	.	.	PUNCT
ajote-3944	231	1	masvingo	masvingo	PROPN
ajote-3944	231	2	province	province	PROPN
ajote-3944	231	3	had	have	VERB
ajote-3944	231	4	the	the	DET
ajote-3944	231	5	lowest	low	ADJ
ajote-3944	231	6	number	number	NOUN
ajote-3944	231	7	of	of	ADP
ajote-3944	231	8	teachers	teacher	NOUN
ajote-3944	231	9	with	with	ADP
ajote-3944	231	10	a	a	DET
ajote-3944	231	11	first	first	ADJ
ajote-3944	231	12	degree	degree	NOUN
ajote-3944	231	13	.	.	PUNCT
ajote-3944	232	1	a	a	DET
ajote-3944	232	2	summary	summary	NOUN
ajote-3944	232	3	of	of	ADP
ajote-3944	232	4	the	the	DET
ajote-3944	232	5	distribution	distribution	NOUN
ajote-3944	232	6	is	be	AUX
ajote-3944	232	7	presented	present	VERB
ajote-3944	232	8	in	in	ADP
ajote-3944	232	9	figure	figure	NOUN
ajote-3944	232	10	1	1	NUM
ajote-3944	232	11	.	.	PUNCT
ajote-3944	232	12	understanding	understand	VERB
ajote-3944	232	13	the	the	DET
ajote-3944	232	14	relationships	relationship	NOUN
ajote-3944	232	15	between	between	ADP
ajote-3944	232	16	teacher	teacher	NOUN
ajote-3944	232	17	quality	quality	NOUN
ajote-3944	232	18	and	and	CCONJ
ajote-3944	232	19	sixth	sixth	ADJ
ajote-3944	232	20	grade	grade	NOUN
ajote-3944	232	21	students	student	NOUN
ajote-3944	232	22	’	'	PUNCT
ajote-3944	232	23	mathematics	mathematic	NOUN
ajote-3944	232	24	competencies	competency	NOUN
ajote-3944	232	25	in	in	ADP
ajote-3944	232	26	kenya	kenya	PROPN
ajote-3944	232	27	and	and	CCONJ
ajote-3944	232	28	zimbabwe	zimbabwe	PROPN
ajote-3944	232	29	81	81	NUM
ajote-3944	232	30	ajote	ajote	NOUN
ajote-3944	232	31	vol	vol	NOUN
ajote-3944	232	32	.	.	PUNCT
ajote-3944	233	1	7	7	X
ajote-3944	233	2	.	.	X
ajote-3944	233	3	no	no	INTJ
ajote-3944	233	4	.	.	NOUN
ajote-3944	233	5	1	1	NUM
ajote-3944	233	6	,	,	PUNCT
ajote-3944	233	7	pp	pp	ADJ
ajote-3944	233	8	.	.	PUNCT
ajote-3944	234	1	66	66	NUM
ajote-3944	234	2	-94	-94	NUM
ajote-3944	234	3	figure	figure	NOUN
ajote-3944	234	4	1	1	NUM
ajote-3944	234	5	.	.	PUNCT
ajote-3944	234	6	bar	bar	NOUN
ajote-3944	234	7	graphs	graph	NOUN
ajote-3944	234	8	comparing	compare	VERB
ajote-3944	234	9	the	the	DET
ajote-3944	234	10	highest	high	ADJ
ajote-3944	234	11	level	level	NOUN
ajote-3944	234	12	of	of	ADP
ajote-3944	234	13	education	education	NOUN
ajote-3944	234	14	attained	attain	VERB
ajote-3944	234	15	by	by	ADP
ajote-3944	234	16	teachers	teacher	NOUN
ajote-3944	234	17	in	in	ADV
ajote-3944	234	18	across	across	ADP
ajote-3944	234	19	the	the	DET
ajote-3944	234	20	provinces	province	NOUN
ajote-3944	234	21	in	in	ADP
ajote-3944	234	22	kenya	kenya	PROPN
ajote-3944	234	23	and	and	CCONJ
ajote-3944	234	24	zimbabwe	zimbabwe	ADJ
ajote-3944	234	25	teaching	teaching	NOUN
ajote-3944	234	26	experience	experience	NOUN
ajote-3944	234	27	.	.	PUNCT
ajote-3944	235	1	the	the	DET
ajote-3944	235	2	regions	region	NOUN
ajote-3944	235	3	in	in	ADP
ajote-3944	235	4	kenya	kenya	PROPN
ajote-3944	235	5	where	where	SCONJ
ajote-3944	235	6	teachers	teacher	NOUN
ajote-3944	235	7	tended	tend	VERB
ajote-3944	235	8	to	to	PART
ajote-3944	235	9	have	have	VERB
ajote-3944	235	10	the	the	DET
ajote-3944	235	11	most	most	ADJ
ajote-3944	235	12	experience	experience	NOUN
ajote-3944	235	13	were	be	AUX
ajote-3944	235	14	in	in	ADP
ajote-3944	235	15	nairobi	nairobi	PROPN
ajote-3944	235	16	,	,	PUNCT
ajote-3944	235	17	nyanza	nyanza	NOUN
ajote-3944	235	18	,	,	PUNCT
ajote-3944	235	19	and	and	CCONJ
ajote-3944	235	20	the	the	DET
ajote-3944	235	21	central	central	ADJ
ajote-3944	235	22	region	region	NOUN
ajote-3944	235	23	.	.	PUNCT
ajote-3944	236	1	the	the	DET
ajote-3944	236	2	median	median	ADJ
ajote-3944	236	3	number	number	NOUN
ajote-3944	236	4	of	of	ADP
ajote-3944	236	5	years	year	NOUN
ajote-3944	236	6	teaching	teach	VERB
ajote-3944	236	7	in	in	ADP
ajote-3944	236	8	the	the	DET
ajote-3944	236	9	central	central	ADJ
ajote-3944	236	10	region	region	NOUN
ajote-3944	236	11	is	be	AUX
ajote-3944	236	12	just	just	ADV
ajote-3944	236	13	under	under	ADP
ajote-3944	236	14	20	20	NUM
ajote-3944	236	15	,	,	PUNCT
ajote-3944	236	16	while	while	SCONJ
ajote-3944	236	17	a	a	DET
ajote-3944	236	18	quarter	quarter	NOUN
ajote-3944	236	19	of	of	ADP
ajote-3944	236	20	teachers	teacher	NOUN
ajote-3944	236	21	in	in	ADP
ajote-3944	236	22	nairobi	nairobi	PROPN
ajote-3944	236	23	and	and	CCONJ
ajote-3944	236	24	nyanza	nyanza	PROPN
ajote-3944	236	25	had	have	VERB
ajote-3944	236	26	20	20	NUM
ajote-3944	236	27	years	year	NOUN
ajote-3944	236	28	or	or	CCONJ
ajote-3944	236	29	more	more	ADJ
ajote-3944	236	30	of	of	ADP
ajote-3944	236	31	experience	experience	NOUN
ajote-3944	236	32	.	.	PUNCT
ajote-3944	237	1	the	the	DET
ajote-3944	237	2	northeastern	northeastern	ADJ
ajote-3944	237	3	area	area	NOUN
ajote-3944	237	4	of	of	ADP
ajote-3944	237	5	kenya	kenya	PROPN
ajote-3944	237	6	employed	employ	VERB
ajote-3944	237	7	teachers	teacher	NOUN
ajote-3944	237	8	with	with	ADP
ajote-3944	237	9	the	the	DET
ajote-3944	237	10	least	least	ADJ
ajote-3944	237	11	amount	amount	NOUN
ajote-3944	237	12	of	of	ADP
ajote-3944	237	13	experience	experience	NOUN
ajote-3944	237	14	;	;	PUNCT
ajote-3944	237	15	a	a	DET
ajote-3944	237	16	half	half	NOUN
ajote-3944	237	17	had	have	VERB
ajote-3944	237	18	six	six	NUM
ajote-3944	237	19	years	year	NOUN
ajote-3944	237	20	or	or	CCONJ
ajote-3944	237	21	less	less	ADJ
ajote-3944	237	22	of	of	ADP
ajote-3944	237	23	teaching	teaching	NOUN
ajote-3944	237	24	experience	experience	NOUN
ajote-3944	237	25	and	and	CCONJ
ajote-3944	237	26	one	one	NUM
ajote-3944	237	27	-	-	PUNCT
ajote-3944	237	28	quarter	quarter	NOUN
ajote-3944	237	29	had	have	VERB
ajote-3944	237	30	three	three	NUM
ajote-3944	237	31	years	year	NOUN
ajote-3944	237	32	or	or	CCONJ
ajote-3944	237	33	less	less	ADJ
ajote-3944	237	34	.	.	PUNCT
ajote-3944	238	1	in	in	ADP
ajote-3944	238	2	zimbabwe	zimbabwe	PROPN
ajote-3944	238	3	,	,	PUNCT
ajote-3944	238	4	the	the	DET
ajote-3944	238	5	most	most	ADV
ajote-3944	238	6	experienced	experienced	ADJ
ajote-3944	238	7	teachers	teacher	NOUN
ajote-3944	238	8	were	be	AUX
ajote-3944	238	9	in	in	ADP
ajote-3944	238	10	bulawayo	bulawayo	PROPN
ajote-3944	238	11	and	and	CCONJ
ajote-3944	238	12	harare	harare	PROPN
ajote-3944	238	13	where	where	SCONJ
ajote-3944	238	14	the	the	DET
ajote-3944	238	15	median	median	NOUN
ajote-3944	238	16	was	be	AUX
ajote-3944	238	17	above	above	ADP
ajote-3944	238	18	15	15	NUM
ajote-3944	238	19	years	year	NOUN
ajote-3944	238	20	and	and	CCONJ
ajote-3944	238	21	a	a	DET
ajote-3944	238	22	quarter	quarter	NOUN
ajote-3944	238	23	of	of	ADP
ajote-3944	238	24	the	the	DET
ajote-3944	238	25	teachers	teacher	NOUN
ajote-3944	238	26	had	have	AUX
ajote-3944	238	27	taught	teach	VERB
ajote-3944	238	28	for	for	ADP
ajote-3944	238	29	more	more	ADJ
ajote-3944	238	30	than	than	ADP
ajote-3944	238	31	two	two	NUM
ajote-3944	238	32	decades	decade	NOUN
ajote-3944	238	33	.	.	PUNCT
ajote-3944	239	1	the	the	DET
ajote-3944	239	2	region	region	NOUN
ajote-3944	239	3	with	with	ADP
ajote-3944	239	4	the	the	DET
ajote-3944	239	5	least	least	ADJ
ajote-3944	239	6	experienced	experienced	ADJ
ajote-3944	239	7	teachers	teacher	NOUN
ajote-3944	239	8	was	be	AUX
ajote-3944	239	9	matabeleland	matabeleland	NOUN
ajote-3944	239	10	south	south	ADV
ajote-3944	239	11	where	where	SCONJ
ajote-3944	239	12	the	the	DET
ajote-3944	239	13	median	median	ADJ
ajote-3944	239	14	years	year	NOUN
ajote-3944	239	15	of	of	ADP
ajote-3944	239	16	experience	experience	NOUN
ajote-3944	239	17	were	be	AUX
ajote-3944	239	18	four	four	NUM
ajote-3944	239	19	and	and	CCONJ
ajote-3944	239	20	one	one	NUM
ajote-3944	239	21	-	-	PUNCT
ajote-3944	239	22	quarter	quarter	NOUN
ajote-3944	239	23	of	of	ADP
ajote-3944	239	24	teachers	teacher	NOUN
ajote-3944	239	25	had	have	AUX
ajote-3944	239	26	been	be	AUX
ajote-3944	239	27	teaching	teach	VERB
ajote-3944	239	28	for	for	ADP
ajote-3944	239	29	two	two	NUM
ajote-3944	239	30	years	year	NOUN
ajote-3944	239	31	or	or	CCONJ
ajote-3944	239	32	less	less	ADJ
ajote-3944	239	33	.	.	PUNCT
ajote-3944	240	1	there	there	PRON
ajote-3944	240	2	tended	tend	VERB
ajote-3944	240	3	to	to	PART
ajote-3944	240	4	be	be	AUX
ajote-3944	240	5	more	more	ADJ
ajote-3944	240	6	variability	variability	NOUN
ajote-3944	240	7	in	in	ADP
ajote-3944	240	8	the	the	DET
ajote-3944	240	9	median	median	ADJ
ajote-3944	240	10	number	number	NOUN
ajote-3944	240	11	of	of	ADP
ajote-3944	240	12	years	year	NOUN
ajote-3944	240	13	teaching	teach	VERB
ajote-3944	240	14	across	across	ADP
ajote-3944	240	15	kenyan	kenyan	ADJ
ajote-3944	240	16	regions	region	NOUN
ajote-3944	240	17	than	than	ADP
ajote-3944	240	18	in	in	ADP
ajote-3944	240	19	the	the	DET
ajote-3944	240	20	regions	region	NOUN
ajote-3944	240	21	of	of	ADP
ajote-3944	240	22	zimbabwe	zimbabwe	NOUN
ajote-3944	240	23	.	.	PUNCT
ajote-3944	241	1	the	the	DET
ajote-3944	241	2	distribution	distribution	NOUN
ajote-3944	241	3	of	of	ADP
ajote-3944	241	4	the	the	DET
ajote-3944	241	5	teachers	teacher	NOUN
ajote-3944	241	6	’	’	PART
ajote-3944	241	7	years	year	NOUN
ajote-3944	241	8	of	of	ADP
ajote-3944	241	9	teaching	teaching	NOUN
ajote-3944	241	10	experience	experience	NOUN
ajote-3944	241	11	is	be	AUX
ajote-3944	241	12	presented	present	VERB
ajote-3944	241	13	on	on	ADP
ajote-3944	241	14	figure	figure	NOUN
ajote-3944	241	15	2	2	NUM
ajote-3944	241	16	.	.	NOUN
ajote-3944	241	17	0	0	NUM
ajote-3944	242	1	2	2	NUM
ajote-3944	242	2	0	0	NUM
ajote-3944	242	3	4	4	NUM
ajote-3944	242	4	0	0	NUM
ajote-3944	242	5	6	6	NUM
ajote-3944	242	6	0	0	NUM
ajote-3944	242	7	8	8	NUM
ajote-3944	242	8	0	0	NUM
ajote-3944	242	9	1	1	NUM
ajote-3944	242	10	0	0	NUM
ajote-3944	242	11	0	0	NUM
ajote-3944	242	12	c	c	NOUN
ajote-3944	242	13	e	e	X
ajote-3944	242	14	n	n	X
ajote-3944	242	15	tr	tr	NOUN
ajote-3944	242	16	a	a	DET
ajote-3944	242	17	l	l	NOUN
ajote-3944	242	18	c	c	NOUN
ajote-3944	242	19	o	o	NOUN
ajote-3944	243	1	a	a	PRON
ajote-3944	243	2	s	s	X
ajote-3944	243	3	t	t	NOUN
ajote-3944	243	4	e	e	NOUN
ajote-3944	243	5	a	a	PRON
ajote-3944	243	6	s	s	X
ajote-3944	243	7	te	te	PROPN
ajote-3944	243	8	rn	rn	PROPN
ajote-3944	243	9	n	n	PROPN
ajote-3944	243	10	a	a	DET
ajote-3944	243	11	ir	ir	NOUN
ajote-3944	243	12	o	o	X
ajote-3944	243	13	b	b	PROPN
ajote-3944	244	1	i	i	PRON
ajote-3944	244	2	n	n	VERB
ajote-3944	244	3	o	o	X
ajote-3944	244	4	rt	rt	INTJ
ajote-3944	244	5	h	h	NOUN
ajote-3944	244	6	e	e	PROPN
ajote-3944	244	7	a	a	DET
ajote-3944	244	8	s	s	X
ajote-3944	244	9	te	te	PROPN
ajote-3944	244	10	rn	rn	PROPN
ajote-3944	244	11	n	n	PROPN
ajote-3944	244	12	y	y	PROPN
ajote-3944	244	13	a	a	PRON
ajote-3944	244	14	n	n	PROPN
ajote-3944	244	15	z	z	NOUN
ajote-3944	244	16	a	a	DET
ajote-3944	244	17	r	r	NOUN
ajote-3944	244	18	if	if	SCONJ
ajote-3944	244	19	t	t	PROPN
ajote-3944	244	20	v	v	ADP
ajote-3944	244	21	a	a	DET
ajote-3944	244	22	lle	lle	PROPN
ajote-3944	244	23	y	y	PROPN
ajote-3944	244	24	w	w	PROPN
ajote-3944	244	25	e	e	PROPN
ajote-3944	244	26	s	s	PROPN
ajote-3944	244	27	te	te	PROPN
ajote-3944	244	28	rn	rn	PROPN
ajote-3944	244	29	b	b	PROPN
ajote-3944	244	30	u	u	PROPN
ajote-3944	244	31	la	la	PROPN
ajote-3944	244	32	w	w	PROPN
ajote-3944	244	33	a	a	DET
ajote-3944	244	34	y	y	NOUN
ajote-3944	244	35	o	o	NOUN
ajote-3944	244	36	h	h	NOUN
ajote-3944	244	37	a	a	DET
ajote-3944	244	38	ra	ra	NOUN
ajote-3944	244	39	re	re	X
ajote-3944	244	40	m	m	PROPN
ajote-3944	244	41	a	a	DET
ajote-3944	244	42	s	s	NOUN
ajote-3944	244	43	h	h	NOUN
ajote-3944	244	44	o	o	NOUN
ajote-3944	244	45	n	n	CCONJ
ajote-3944	244	46	a	a	PROPN
ajote-3944	244	47	la	la	X
ajote-3944	244	48	n	n	NOUN
ajote-3944	244	49	d	d	NOUN
ajote-3944	244	50	c	c	NOUN
ajote-3944	244	51	e	e	X
ajote-3944	244	52	n	n	X
ajote-3944	244	53	tr	tr	NOUN
ajote-3944	244	54	a	a	DET
ajote-3944	244	55	l	l	NOUN
ajote-3944	244	56	m	m	VERB
ajote-3944	245	1	a	a	DET
ajote-3944	245	2	s	s	NOUN
ajote-3944	245	3	h	h	NOUN
ajote-3944	245	4	o	o	NOUN
ajote-3944	245	5	n	n	CCONJ
ajote-3944	245	6	a	a	PROPN
ajote-3944	245	7	la	la	X
ajote-3944	245	8	n	n	ADV
ajote-3944	245	9	d	d	NOUN
ajote-3944	245	10	e	e	X
ajote-3944	245	11	a	a	PRON
ajote-3944	245	12	s	s	X
ajote-3944	245	13	t	t	NOUN
ajote-3944	245	14	m	m	VERB
ajote-3944	245	15	a	a	DET
ajote-3944	245	16	s	s	NOUN
ajote-3944	245	17	h	h	NOUN
ajote-3944	245	18	o	o	NOUN
ajote-3944	245	19	n	n	CCONJ
ajote-3944	245	20	a	a	PROPN
ajote-3944	245	21	la	la	X
ajote-3944	245	22	n	n	ADP
ajote-3944	245	23	d	d	NOUN
ajote-3944	245	24	w	w	PROPN
ajote-3944	245	25	e	e	PROPN
ajote-3944	245	26	s	s	PROPN
ajote-3944	245	27	t	t	PROPN
ajote-3944	245	28	m	m	VERB
ajote-3944	245	29	i	i	NOUN
ajote-3944	245	30	d	d	PROPN
ajote-3944	245	31	la	la	PROPN
ajote-3944	245	32	n	n	PROPN
ajote-3944	246	1	d	d	PROPN
ajote-3944	246	2	s	s	PART
ajote-3944	246	3	m	m	PROPN
ajote-3944	246	4	a	a	PRON
ajote-3944	246	5	n	n	ADV
ajote-3944	246	6	ic	ic	PROPN
ajote-3944	246	7	a	a	PROPN
ajote-3944	246	8	la	la	X
ajote-3944	246	9	n	n	PROPN
ajote-3944	247	1	d	d	NOUN
ajote-3944	247	2	m	m	VERB
ajote-3944	248	1	a	a	DET
ajote-3944	248	2	ta	ta	X
ajote-3944	248	3	b	b	PROPN
ajote-3944	248	4	e	e	X
ajote-3944	248	5	le	le	X
ajote-3944	248	6	la	la	PROPN
ajote-3944	248	7	n	n	PROPN
ajote-3944	248	8	d	d	PROPN
ajote-3944	248	9	n	n	NUM
ajote-3944	248	10	o	o	X
ajote-3944	248	11	rt	rt	INTJ
ajote-3944	248	12	h	h	NOUN
ajote-3944	248	13	m	m	VERB
ajote-3944	248	14	a	a	PRON
ajote-3944	248	15	ta	ta	X
ajote-3944	248	16	b	b	PROPN
ajote-3944	248	17	e	e	X
ajote-3944	248	18	le	le	X
ajote-3944	248	19	la	la	PROPN
ajote-3944	248	20	n	n	PROPN
ajote-3944	248	21	d	d	PROPN
ajote-3944	248	22	s	s	PART
ajote-3944	248	23	o	o	X
ajote-3944	248	24	u	u	X
ajote-3944	248	25	th	th	X
ajote-3944	248	26	m	m	VERB
ajote-3944	248	27	a	a	DET
ajote-3944	248	28	s	s	NOUN
ajote-3944	248	29	v	v	NOUN
ajote-3944	248	30	in	in	ADP
ajote-3944	248	31	g	g	PROPN
ajote-3944	248	32	o	o	PROPN
ajote-3944	248	33	kenya	kenya	PROPN
ajote-3944	248	34	zimbabwe	zimbabwe	PROPN
ajote-3944	248	35	primary	primary	ADJ
ajote-3944	248	36	junior	junior	ADJ
ajote-3944	248	37	secondary	secondary	ADJ
ajote-3944	248	38	senior	senior	ADJ
ajote-3944	248	39	secondary	secondary	ADJ
ajote-3944	248	40	a	a	DET
ajote-3944	248	41	-	-	PUNCT
ajote-3944	248	42	level	level	NOUN
ajote-3944	248	43	first	first	ADJ
ajote-3944	248	44	degree	degree	NOUN
ajote-3944	248	45	p	p	PROPN
ajote-3944	248	46	e	e	PROPN
ajote-3944	248	47	rc	rc	PROPN
ajote-3944	248	48	e	e	PROPN
ajote-3944	248	49	n	n	NOUN
ajote-3944	248	50	ta	ta	X
ajote-3944	248	51	g	g	NOUN
ajote-3944	248	52	e	e	NOUN
ajote-3944	248	53	graphs	graph	NOUN
ajote-3944	248	54	by	by	ADP
ajote-3944	248	55	country	country	NOUN
ajote-3944	248	56	i	i	PROPN
ajote-3944	248	57	d	d	PROPN
ajote-3944	248	58	rachel	rachel	PROPN
ajote-3944	248	59	angela	angela	PROPN
ajote-3944	248	60	ayieko	ayieko	PROPN
ajote-3944	248	61	,	,	PUNCT
ajote-3944	248	62	gibbs	gibbs	PROPN
ajote-3944	248	63	kanyongo	kanyongo	PROPN
ajote-3944	248	64	,	,	PUNCT
ajote-3944	248	65	bryan	bryan	PROPN
ajote-3944	248	66	nelson	nelson	PROPN
ajote-3944	248	67	82	82	PROPN
ajote-3944	248	68	ajote	ajote	PROPN
ajote-3944	248	69	vol	vol	NOUN
ajote-3944	248	70	.	.	PUNCT
ajote-3944	249	1	7	7	X
ajote-3944	249	2	.	.	X
ajote-3944	249	3	no	no	INTJ
ajote-3944	249	4	.	.	NOUN
ajote-3944	249	5	1	1	NUM
ajote-3944	249	6	,	,	PUNCT
ajote-3944	249	7	pp	pp	ADJ
ajote-3944	249	8	.	.	PUNCT
ajote-3944	250	1	66	66	NUM
ajote-3944	250	2	-94	-94	NUM
ajote-3944	250	3	figure	figure	NOUN
ajote-3944	250	4	2	2	NUM
ajote-3944	250	5	.	.	PUNCT
ajote-3944	250	6	side	side	NOUN
ajote-3944	250	7	-	-	PUNCT
ajote-3944	250	8	by	by	ADP
ajote-3944	250	9	-	-	PUNCT
ajote-3944	250	10	side	side	NOUN
ajote-3944	250	11	boxplots	boxplot	NOUN
ajote-3944	250	12	of	of	ADP
ajote-3944	250	13	the	the	DET
ajote-3944	250	14	number	number	NOUN
ajote-3944	250	15	of	of	ADP
ajote-3944	250	16	years	year	NOUN
ajote-3944	250	17	of	of	ADP
ajote-3944	250	18	teaching	teaching	NOUN
ajote-3944	250	19	experience	experience	NOUN
ajote-3944	250	20	by	by	ADP
ajote-3944	250	21	teachers	teacher	NOUN
ajote-3944	250	22	in	in	ADP
ajote-3944	250	23	kenya	kenya	PROPN
ajote-3944	250	24	and	and	CCONJ
ajote-3944	250	25	zimbabwe	zimbabwe	PROPN
ajote-3944	250	26	displayed	display	VERB
ajote-3944	250	27	by	by	ADP
ajote-3944	250	28	region	region	NOUN
ajote-3944	250	29	.	.	PUNCT
ajote-3944	251	1	teachers	teacher	NOUN
ajote-3944	251	2	’	’	PART
ajote-3944	251	3	mathematics	mathematic	NOUN
ajote-3944	251	4	competencies	competency	NOUN
ajote-3944	251	5	.	.	PUNCT
ajote-3944	252	1	with	with	ADP
ajote-3944	252	2	regards	regard	NOUN
ajote-3944	252	3	to	to	ADP
ajote-3944	252	4	teacher	teacher	NOUN
ajote-3944	252	5	competency	competency	NOUN
ajote-3944	252	6	,	,	PUNCT
ajote-3944	252	7	teachers	teacher	NOUN
ajote-3944	252	8	in	in	ADP
ajote-3944	252	9	kenya	kenya	PROPN
ajote-3944	252	10	consistently	consistently	ADV
ajote-3944	252	11	reached	reach	VERB
ajote-3944	252	12	the	the	DET
ajote-3944	252	13	highest	high	ADJ
ajote-3944	252	14	level	level	NOUN
ajote-3944	252	15	of	of	ADP
ajote-3944	252	16	competency	competency	NOUN
ajote-3944	252	17	,	,	PUNCT
ajote-3944	252	18	abstract	abstract	ADJ
ajote-3944	252	19	problem	problem	NOUN
ajote-3944	252	20	solving	solving	NOUN
ajote-3944	252	21	.	.	PUNCT
ajote-3944	253	1	teachers	teacher	NOUN
ajote-3944	253	2	in	in	ADP
ajote-3944	253	3	the	the	DET
ajote-3944	253	4	northeast	northeast	ADJ
ajote-3944	253	5	region	region	NOUN
ajote-3944	253	6	performed	perform	VERB
ajote-3944	253	7	the	the	DET
ajote-3944	253	8	best	good	ADJ
ajote-3944	253	9	with	with	ADP
ajote-3944	253	10	over	over	ADP
ajote-3944	253	11	95	95	NUM
ajote-3944	253	12	%	%	NOUN
ajote-3944	253	13	reaching	reach	VERB
ajote-3944	253	14	the	the	DET
ajote-3944	253	15	highest	high	ADJ
ajote-3944	253	16	level	level	NOUN
ajote-3944	253	17	and	and	CCONJ
ajote-3944	253	18	the	the	DET
ajote-3944	253	19	teachers	teacher	NOUN
ajote-3944	253	20	in	in	ADP
ajote-3944	253	21	the	the	DET
ajote-3944	253	22	other	other	ADJ
ajote-3944	253	23	areas	area	NOUN
ajote-3944	253	24	achieving	achieve	VERB
ajote-3944	253	25	the	the	DET
ajote-3944	253	26	second	second	ADJ
ajote-3944	253	27	highest	high	ADJ
ajote-3944	253	28	competency	competency	NOUN
ajote-3944	253	29	level	level	NOUN
ajote-3944	253	30	,	,	PUNCT
ajote-3944	253	31	concrete	concrete	ADJ
ajote-3944	253	32	problem	problem	NOUN
ajote-3944	253	33	solving	solving	NOUN
ajote-3944	253	34	.	.	PUNCT
ajote-3944	254	1	only	only	ADV
ajote-3944	254	2	the	the	DET
ajote-3944	254	3	central	central	ADJ
ajote-3944	254	4	and	and	CCONJ
ajote-3944	254	5	nyanza	nyanza	ADJ
ajote-3944	254	6	regions	region	NOUN
ajote-3944	254	7	failed	fail	VERB
ajote-3944	254	8	to	to	PART
ajote-3944	254	9	have	have	VERB
ajote-3944	254	10	at	at	ADV
ajote-3944	254	11	least	least	ADV
ajote-3944	254	12	80	80	NUM
ajote-3944	254	13	%	%	NOUN
ajote-3944	254	14	of	of	ADP
ajote-3944	254	15	their	their	PRON
ajote-3944	254	16	teachers	teacher	NOUN
ajote-3944	254	17	at	at	ADP
ajote-3944	254	18	this	this	DET
ajote-3944	254	19	level	level	NOUN
ajote-3944	254	20	.	.	PUNCT
ajote-3944	255	1	all	all	DET
ajote-3944	255	2	teachers	teacher	NOUN
ajote-3944	255	3	in	in	ADP
ajote-3944	255	4	kenya	kenya	PROPN
ajote-3944	255	5	reached	reach	VERB
ajote-3944	255	6	the	the	DET
ajote-3944	255	7	fifth	fifth	ADJ
ajote-3944	255	8	level	level	NOUN
ajote-3944	255	9	,	,	PUNCT
ajote-3944	255	10	concrete	concrete	ADJ
ajote-3944	255	11	numeracy	numeracy	NOUN
ajote-3944	255	12	,	,	PUNCT
ajote-3944	255	13	but	but	CCONJ
ajote-3944	255	14	less	less	ADJ
ajote-3944	255	15	than	than	ADP
ajote-3944	255	16	1	1	NUM
ajote-3944	255	17	%	%	NOUN
ajote-3944	255	18	overall	overall	ADJ
ajote-3944	255	19	were	be	AUX
ajote-3944	255	20	below	below	ADP
ajote-3944	255	21	the	the	DET
ajote-3944	255	22	concrete	concrete	ADJ
ajote-3944	255	23	problem	problem	NOUN
ajote-3944	255	24	solving	solving	NOUN
ajote-3944	255	25	level	level	NOUN
ajote-3944	255	26	.	.	PUNCT
ajote-3944	256	1	competency	competency	NOUN
ajote-3944	256	2	levels	level	NOUN
ajote-3944	256	3	in	in	ADP
ajote-3944	256	4	zimbabwe	zimbabwe	PROPN
ajote-3944	256	5	were	be	AUX
ajote-3944	256	6	lower	low	ADJ
ajote-3944	256	7	overall	overall	ADJ
ajote-3944	256	8	than	than	ADP
ajote-3944	256	9	those	those	PRON
ajote-3944	256	10	in	in	ADP
ajote-3944	256	11	kenya	kenya	PROPN
ajote-3944	256	12	.	.	PUNCT
ajote-3944	257	1	whereas	whereas	SCONJ
ajote-3944	257	2	all	all	DET
ajote-3944	257	3	regions	region	NOUN
ajote-3944	257	4	in	in	ADP
ajote-3944	257	5	kenya	kenya	PROPN
ajote-3944	257	6	had	have	VERB
ajote-3944	257	7	most	most	ADJ
ajote-3944	257	8	of	of	ADP
ajote-3944	257	9	their	their	PRON
ajote-3944	257	10	teachers	teacher	NOUN
ajote-3944	257	11	attaining	attain	VERB
ajote-3944	257	12	the	the	DET
ajote-3944	257	13	abstract	abstract	ADJ
ajote-3944	257	14	problem	problem	NOUN
ajote-3944	257	15	solving	solving	NOUN
ajote-3944	257	16	level	level	NOUN
ajote-3944	257	17	,	,	PUNCT
ajote-3944	257	18	zimbabwean	zimbabwean	ADJ
ajote-3944	257	19	teacher	teacher	NOUN
ajote-3944	257	20	competencies	competency	NOUN
ajote-3944	257	21	differ	differ	VERB
ajote-3944	257	22	more	more	ADJ
ajote-3944	257	23	between	between	ADP
ajote-3944	257	24	the	the	DET
ajote-3944	257	25	regions	region	NOUN
ajote-3944	257	26	.	.	PUNCT
ajote-3944	258	1	mashonaland	mashonaland	PROPN
ajote-3944	258	2	west	west	PROPN
ajote-3944	258	3	had	have	VERB
ajote-3944	258	4	the	the	DET
ajote-3944	258	5	best	good	ADJ
ajote-3944	258	6	overall	overall	ADJ
ajote-3944	258	7	teacher	teacher	NOUN
ajote-3944	258	8	competency	competency	NOUN
ajote-3944	258	9	results	result	NOUN
ajote-3944	258	10	with	with	ADP
ajote-3944	258	11	about	about	ADV
ajote-3944	258	12	80	80	NUM
ajote-3944	258	13	%	%	NOUN
ajote-3944	258	14	of	of	ADP
ajote-3944	258	15	teachers	teacher	NOUN
ajote-3944	258	16	reaching	reach	VERB
ajote-3944	258	17	the	the	DET
ajote-3944	258	18	abstract	abstract	ADJ
ajote-3944	258	19	problem	problem	NOUN
ajote-3944	258	20	solving	solving	NOUN
ajote-3944	258	21	level	level	NOUN
ajote-3944	258	22	and	and	CCONJ
ajote-3944	258	23	the	the	DET
ajote-3944	258	24	rest	rest	NOUN
ajote-3944	258	25	at	at	ADP
ajote-3944	258	26	the	the	DET
ajote-3944	258	27	concrete	concrete	ADJ
ajote-3944	258	28	problem	problem	NOUN
ajote-3944	258	29	-	-	PUNCT
ajote-3944	258	30	solving	solve	VERB
ajote-3944	258	31	level	level	NOUN
ajote-3944	258	32	,	,	PUNCT
ajote-3944	258	33	a	a	DET
ajote-3944	258	34	trait	trait	NOUN
ajote-3944	258	35	shared	share	VERB
ajote-3944	258	36	with	with	ADP
ajote-3944	258	37	only	only	ADJ
ajote-3944	258	38	mashonaland	mashonaland	NOUN
ajote-3944	258	39	central	central	ADJ
ajote-3944	258	40	,	,	PUNCT
ajote-3944	258	41	and	and	CCONJ
ajote-3944	258	42	midland	midland	NOUN
ajote-3944	258	43	for	for	ADP
ajote-3944	258	44	the	the	DET
ajote-3944	258	45	regions	region	NOUN
ajote-3944	258	46	in	in	ADP
ajote-3944	258	47	zimbabwe	zimbabwe	PROPN
ajote-3944	258	48	.	.	PUNCT
ajote-3944	259	1	however	however	ADV
ajote-3944	259	2	,	,	PUNCT
ajote-3944	259	3	several	several	ADJ
ajote-3944	259	4	areas	area	NOUN
ajote-3944	259	5	had	have	VERB
ajote-3944	259	6	teachers	teacher	NOUN
ajote-3944	259	7	whose	whose	DET
ajote-3944	259	8	competencies	competency	NOUN
ajote-3944	259	9	were	be	AUX
ajote-3944	259	10	subpar	subpar	ADJ
ajote-3944	259	11	.	.	PUNCT
ajote-3944	260	1	teachers	teacher	NOUN
ajote-3944	260	2	in	in	ADP
ajote-3944	260	3	harare	harare	PROPN
ajote-3944	260	4	had	have	VERB
ajote-3944	260	5	lower	low	ADJ
ajote-3944	260	6	mathematics	mathematics	NOUN
ajote-3944	260	7	competencies	competency	NOUN
ajote-3944	260	8	with	with	ADP
ajote-3944	260	9	over	over	ADP
ajote-3944	260	10	20	20	NUM
ajote-3944	260	11	%	%	NOUN
ajote-3944	260	12	of	of	ADP
ajote-3944	260	13	teachers	teacher	NOUN
ajote-3944	260	14	at	at	ADP
ajote-3944	260	15	the	the	DET
ajote-3944	260	16	mathematically	mathematically	ADV
ajote-3944	260	17	skilled	skilled	ADJ
ajote-3944	260	18	level	level	NOUN
ajote-3944	260	19	.	.	PUNCT
ajote-3944	261	1	0	0	NUM
ajote-3944	262	1	1	1	NUM
ajote-3944	262	2	0	0	NUM
ajote-3944	262	3	2	2	NUM
ajote-3944	262	4	0	0	NUM
ajote-3944	262	5	3	3	NUM
ajote-3944	262	6	0	0	NUM
ajote-3944	262	7	4	4	NUM
ajote-3944	262	8	0	0	NUM
ajote-3944	262	9	5	5	NUM
ajote-3944	262	10	0	0	NUM
ajote-3944	262	11	c	c	NOUN
ajote-3944	262	12	e	e	X
ajote-3944	262	13	n	n	X
ajote-3944	262	14	tr	tr	NOUN
ajote-3944	262	15	a	a	DET
ajote-3944	262	16	l	l	NOUN
ajote-3944	262	17	c	c	NOUN
ajote-3944	262	18	o	o	NOUN
ajote-3944	262	19	a	a	DET
ajote-3944	262	20	st	st	PROPN
ajote-3944	262	21	e	e	PROPN
ajote-3944	262	22	a	a	DET
ajote-3944	262	23	st	st	PROPN
ajote-3944	262	24	e	e	PROPN
ajote-3944	262	25	rn	rn	PROPN
ajote-3944	262	26	n	n	PROPN
ajote-3944	262	27	a	a	DET
ajote-3944	262	28	ir	ir	NOUN
ajote-3944	262	29	o	o	X
ajote-3944	262	30	b	b	PROPN
ajote-3944	263	1	i	i	PRON
ajote-3944	263	2	n	n	VERB
ajote-3944	263	3	o	o	X
ajote-3944	263	4	rt	rt	INTJ
ajote-3944	263	5	h	h	NOUN
ajote-3944	263	6	e	e	PROPN
ajote-3944	263	7	a	a	DET
ajote-3944	263	8	st	st	PROPN
ajote-3944	263	9	e	e	PROPN
ajote-3944	263	10	rn	rn	PROPN
ajote-3944	263	11	n	n	PROPN
ajote-3944	263	12	ya	ya	PROPN
ajote-3944	263	13	n	n	PROPN
ajote-3944	263	14	za	za	PROPN
ajote-3944	263	15	r	r	NOUN
ajote-3944	263	16	ift	ift	NOUN
ajote-3944	263	17	v	v	ADP
ajote-3944	263	18	a	a	DET
ajote-3944	263	19	lle	lle	PROPN
ajote-3944	263	20	y	y	PROPN
ajote-3944	263	21	w	w	PROPN
ajote-3944	263	22	e	e	PROPN
ajote-3944	263	23	st	st	PROPN
ajote-3944	263	24	e	e	PROPN
ajote-3944	263	25	rn	rn	PROPN
ajote-3944	263	26	b	b	PROPN
ajote-3944	263	27	u	u	PROPN
ajote-3944	263	28	la	la	PROPN
ajote-3944	263	29	w	w	PROPN
ajote-3944	263	30	a	a	DET
ajote-3944	263	31	yo	yo	NOUN
ajote-3944	263	32	h	h	NOUN
ajote-3944	263	33	a	a	DET
ajote-3944	263	34	ra	ra	PROPN
ajote-3944	263	35	re	re	ADP
ajote-3944	263	36	m	m	PROPN
ajote-3944	263	37	a	a	PRON
ajote-3944	263	38	sh	sh	INTJ
ajote-3944	263	39	o	o	NOUN
ajote-3944	263	40	n	n	CCONJ
ajote-3944	263	41	a	a	PROPN
ajote-3944	263	42	la	la	X
ajote-3944	263	43	n	n	NOUN
ajote-3944	263	44	d	d	NOUN
ajote-3944	263	45	c	c	NOUN
ajote-3944	263	46	e	e	X
ajote-3944	263	47	n	n	X
ajote-3944	263	48	tr	tr	NOUN
ajote-3944	263	49	a	a	DET
ajote-3944	263	50	l	l	NOUN
ajote-3944	263	51	m	m	VERB
ajote-3944	263	52	a	a	DET
ajote-3944	263	53	sh	sh	INTJ
ajote-3944	263	54	o	o	NOUN
ajote-3944	263	55	n	n	CCONJ
ajote-3944	263	56	a	a	PROPN
ajote-3944	263	57	la	la	X
ajote-3944	263	58	n	n	ADV
ajote-3944	263	59	d	d	PROPN
ajote-3944	263	60	e	e	PROPN
ajote-3944	263	61	a	a	DET
ajote-3944	263	62	st	st	PROPN
ajote-3944	263	63	m	m	PROPN
ajote-3944	263	64	a	a	PRON
ajote-3944	263	65	sh	sh	INTJ
ajote-3944	263	66	o	o	NOUN
ajote-3944	263	67	n	n	CCONJ
ajote-3944	263	68	a	a	PROPN
ajote-3944	263	69	la	la	X
ajote-3944	264	1	n	n	ADP
ajote-3944	264	2	d	d	PROPN
ajote-3944	264	3	w	w	PROPN
ajote-3944	264	4	e	e	PROPN
ajote-3944	264	5	st	st	PROPN
ajote-3944	264	6	m	m	PROPN
ajote-3944	264	7	i	i	PROPN
ajote-3944	264	8	d	d	PROPN
ajote-3944	264	9	la	la	PROPN
ajote-3944	264	10	n	n	PROPN
ajote-3944	264	11	d	d	PROPN
ajote-3944	264	12	s	s	PART
ajote-3944	264	13	m	m	PROPN
ajote-3944	264	14	a	a	PRON
ajote-3944	264	15	n	n	ADV
ajote-3944	264	16	ic	ic	PROPN
ajote-3944	264	17	a	a	PROPN
ajote-3944	264	18	la	la	X
ajote-3944	264	19	n	n	PROPN
ajote-3944	265	1	d	d	NOUN
ajote-3944	265	2	m	m	VERB
ajote-3944	266	1	a	a	DET
ajote-3944	266	2	ta	ta	X
ajote-3944	266	3	b	b	PROPN
ajote-3944	266	4	e	e	X
ajote-3944	266	5	le	le	X
ajote-3944	266	6	la	la	PROPN
ajote-3944	266	7	n	n	PROPN
ajote-3944	266	8	d	d	PROPN
ajote-3944	266	9	n	n	NUM
ajote-3944	266	10	o	o	X
ajote-3944	266	11	rt	rt	INTJ
ajote-3944	266	12	h	h	NOUN
ajote-3944	266	13	m	m	VERB
ajote-3944	266	14	a	a	PRON
ajote-3944	266	15	ta	ta	X
ajote-3944	266	16	b	b	PROPN
ajote-3944	266	17	e	e	X
ajote-3944	266	18	le	le	X
ajote-3944	266	19	la	la	PROPN
ajote-3944	266	20	n	n	PROPN
ajote-3944	266	21	d	d	PROPN
ajote-3944	266	22	s	s	PART
ajote-3944	266	23	o	o	X
ajote-3944	266	24	u	u	X
ajote-3944	266	25	th	th	X
ajote-3944	266	26	m	m	VERB
ajote-3944	266	27	a	a	DET
ajote-3944	266	28	sv	sv	NOUN
ajote-3944	266	29	in	in	ADP
ajote-3944	266	30	g	g	PROPN
ajote-3944	266	31	o	o	PROPN
ajote-3944	266	32	kenya	kenya	PROPN
ajote-3944	266	33	zimbabwe	zimbabwe	PROPN
ajote-3944	266	34	y	y	PROPN
ajote-3944	266	35	e	e	PROPN
ajote-3944	266	36	a	a	DET
ajote-3944	266	37	rs	rs	NOUN
ajote-3944	267	1	o	o	NOUN
ajote-3944	267	2	f	f	PROPN
ajote-3944	267	3	t	t	PROPN
ajote-3944	267	4	e	e	PROPN
ajote-3944	267	5	a	a	DET
ajote-3944	267	6	ch	ch	NOUN
ajote-3944	267	7	in	in	ADP
ajote-3944	267	8	g	g	PROPN
ajote-3944	267	9	e	e	PROPN
ajote-3944	267	10	xp	xp	X
ajote-3944	267	11	e	e	X
ajote-3944	267	12	ri	ri	PROPN
ajote-3944	267	13	e	e	PROPN
ajote-3944	267	14	n	n	X
ajote-3944	267	15	ce	ce	X
ajote-3944	267	16	graphs	graph	NOUN
ajote-3944	267	17	by	by	ADP
ajote-3944	267	18	country	country	NOUN
ajote-3944	267	19	i	i	PROPN
ajote-3944	267	20	d	d	PROPN
ajote-3944	267	21	years	year	NOUN
ajote-3944	267	22	of	of	ADP
ajote-3944	267	23	teaching	teaching	NOUN
ajote-3944	267	24	experience	experience	NOUN
ajote-3944	267	25	across	across	ADP
ajote-3944	267	26	provinces	province	NOUN
ajote-3944	267	27	understanding	understand	VERB
ajote-3944	267	28	the	the	DET
ajote-3944	267	29	relationships	relationship	NOUN
ajote-3944	267	30	between	between	ADP
ajote-3944	267	31	teacher	teacher	NOUN
ajote-3944	267	32	quality	quality	NOUN
ajote-3944	267	33	and	and	CCONJ
ajote-3944	267	34	sixth	sixth	ADJ
ajote-3944	267	35	grade	grade	NOUN
ajote-3944	267	36	students	student	NOUN
ajote-3944	267	37	’	'	PUNCT
ajote-3944	267	38	mathematics	mathematic	NOUN
ajote-3944	267	39	competencies	competency	NOUN
ajote-3944	267	40	in	in	ADP
ajote-3944	267	41	kenya	kenya	PROPN
ajote-3944	267	42	and	and	CCONJ
ajote-3944	267	43	zimbabwe	zimbabwe	ADJ
ajote-3944	267	44	83	83	NUM
ajote-3944	267	45	ajote	ajote	NOUN
ajote-3944	267	46	vol	vol	NOUN
ajote-3944	267	47	.	.	PUNCT
ajote-3944	268	1	7	7	X
ajote-3944	268	2	.	.	X
ajote-3944	268	3	no	no	INTJ
ajote-3944	268	4	.	.	NOUN
ajote-3944	268	5	1	1	NUM
ajote-3944	268	6	,	,	PUNCT
ajote-3944	268	7	pp	pp	ADJ
ajote-3944	268	8	.	.	PUNCT
ajote-3944	269	1	66	66	NUM
ajote-3944	269	2	-94	-94	PUNCT
ajote-3944	269	3	in	in	ADP
ajote-3944	269	4	fact	fact	NOUN
ajote-3944	269	5	,	,	PUNCT
ajote-3944	269	6	about	about	ADV
ajote-3944	269	7	4	4	NUM
ajote-3944	269	8	%	%	NOUN
ajote-3944	269	9	of	of	ADP
ajote-3944	269	10	teachers	teacher	NOUN
ajote-3944	269	11	in	in	ADP
ajote-3944	269	12	harare	harare	PROPN
ajote-3944	269	13	only	only	ADV
ajote-3944	269	14	displayed	display	VERB
ajote-3944	269	15	competencies	competency	NOUN
ajote-3944	269	16	at	at	ADP
ajote-3944	269	17	level	level	NOUN
ajote-3944	269	18	four	four	NUM
ajote-3944	269	19	,	,	PUNCT
ajote-3944	269	20	beginning	begin	VERB
ajote-3944	269	21	numeracy	numeracy	NOUN
ajote-3944	269	22	.	.	PUNCT
ajote-3944	270	1	figure	figure	NOUN
ajote-3944	270	2	3	3	NUM
ajote-3944	270	3	shows	show	VERB
ajote-3944	270	4	the	the	DET
ajote-3944	270	5	distribution	distribution	NOUN
ajote-3944	270	6	of	of	ADP
ajote-3944	270	7	the	the	DET
ajote-3944	270	8	sixth	sixth	ADJ
ajote-3944	270	9	-	-	PUNCT
ajote-3944	270	10	grade	grade	NOUN
ajote-3944	270	11	teachers	teacher	NOUN
ajote-3944	270	12	’	’	PART
ajote-3944	270	13	mathematics	mathematic	NOUN
ajote-3944	270	14	competencies	competency	NOUN
ajote-3944	270	15	.	.	PUNCT
ajote-3944	271	1	figure	figure	NOUN
ajote-3944	271	2	3	3	NUM
ajote-3944	271	3	.	.	PUNCT
ajote-3944	271	4	stacked	stack	VERB
ajote-3944	271	5	bar	bar	NOUN
ajote-3944	271	6	graphs	graph	NOUN
ajote-3944	271	7	of	of	ADP
ajote-3944	271	8	percentage	percentage	NOUN
ajote-3944	271	9	of	of	ADP
ajote-3944	271	10	teachers	teacher	NOUN
ajote-3944	271	11	at	at	ADP
ajote-3944	271	12	different	different	ADJ
ajote-3944	271	13	mathematics	mathematic	NOUN
ajote-3944	271	14	competency	competency	NOUN
ajote-3944	271	15	levels	level	NOUN
ajote-3944	271	16	by	by	ADP
ajote-3944	271	17	region	region	NOUN
ajote-3944	271	18	and	and	CCONJ
ajote-3944	271	19	country	country	NOUN
ajote-3944	271	20	.	.	PUNCT
ajote-3944	272	1	kenya	kenya	PROPN
ajote-3944	272	2	is	be	AUX
ajote-3944	272	3	displayed	display	VERB
ajote-3944	272	4	on	on	ADP
ajote-3944	272	5	the	the	DET
ajote-3944	272	6	left	left	NOUN
ajote-3944	272	7	and	and	CCONJ
ajote-3944	272	8	zimbabwe	zimbabwe	NOUN
ajote-3944	272	9	is	be	AUX
ajote-3944	272	10	displayed	display	VERB
ajote-3944	272	11	on	on	ADP
ajote-3944	272	12	the	the	DET
ajote-3944	272	13	right	right	NOUN
ajote-3944	272	14	.	.	PUNCT
ajote-3944	273	1	teachers	teacher	NOUN
ajote-3944	273	2	’	’	PART
ajote-3944	273	3	employment	employment	NOUN
ajote-3944	273	4	status	status	NOUN
ajote-3944	273	5	in	in	ADP
ajote-3944	273	6	both	both	DET
ajote-3944	273	7	countries	country	NOUN
ajote-3944	273	8	,	,	PUNCT
ajote-3944	273	9	most	most	ADJ
ajote-3944	273	10	of	of	ADP
ajote-3944	273	11	the	the	DET
ajote-3944	273	12	sixth	sixth	ADJ
ajote-3944	273	13	-	-	PUNCT
ajote-3944	273	14	grade	grade	NOUN
ajote-3944	273	15	teachers	teacher	NOUN
ajote-3944	273	16	have	have	VERB
ajote-3944	273	17	permanent	permanent	ADJ
ajote-3944	273	18	employment	employment	NOUN
ajote-3944	273	19	.	.	PUNCT
ajote-3944	274	1	more	more	ADJ
ajote-3944	274	2	teachers	teacher	NOUN
ajote-3944	274	3	in	in	ADP
ajote-3944	274	4	zimbabwe	zimbabwe	PROPN
ajote-3944	274	5	(	(	PUNCT
ajote-3944	274	6	above	above	ADP
ajote-3944	274	7	80	80	NUM
ajote-3944	274	8	%	%	NOUN
ajote-3944	274	9	)	)	PUNCT
ajote-3944	274	10	have	have	VERB
ajote-3944	274	11	permanent	permanent	ADJ
ajote-3944	274	12	government	government	NOUN
ajote-3944	274	13	appointed	appoint	VERB
ajote-3944	274	14	status	status	NOUN
ajote-3944	274	15	compared	compare	VERB
ajote-3944	274	16	to	to	ADP
ajote-3944	274	17	those	those	PRON
ajote-3944	274	18	in	in	ADP
ajote-3944	274	19	kenya	kenya	PROPN
ajote-3944	274	20	.	.	PUNCT
ajote-3944	275	1	the	the	DET
ajote-3944	275	2	coastal	coastal	ADJ
ajote-3944	275	3	(	(	PUNCT
ajote-3944	275	4	90.67	90.67	NUM
ajote-3944	275	5	%	%	NOUN
ajote-3944	275	6	)	)	PUNCT
ajote-3944	275	7	and	and	CCONJ
ajote-3944	275	8	western	western	ADJ
ajote-3944	275	9	(	(	PUNCT
ajote-3944	275	10	86.97	86.97	NUM
ajote-3944	275	11	%	%	NOUN
ajote-3944	275	12	)	)	PUNCT
ajote-3944	275	13	regions	region	NOUN
ajote-3944	275	14	had	have	VERB
ajote-3944	275	15	the	the	DET
ajote-3944	275	16	highest	high	ADJ
ajote-3944	275	17	permanent	permanent	ADJ
ajote-3944	275	18	government	government	NOUN
ajote-3944	275	19	employed	employ	VERB
ajote-3944	275	20	teachers	teacher	NOUN
ajote-3944	275	21	whereas	whereas	SCONJ
ajote-3944	275	22	north	north	NOUN
ajote-3944	275	23	eastern	eastern	ADJ
ajote-3944	275	24	(	(	PUNCT
ajote-3944	275	25	69.34%)regions	69.34%)region	NOUN
ajote-3944	275	26	had	have	VERB
ajote-3944	275	27	the	the	DET
ajote-3944	275	28	lowest	low	ADJ
ajote-3944	275	29	percentage	percentage	NOUN
ajote-3944	275	30	of	of	ADP
ajote-3944	275	31	permanent	permanent	ADJ
ajote-3944	275	32	government	government	NOUN
ajote-3944	275	33	hired	hire	VERB
ajote-3944	275	34	teachers	teacher	NOUN
ajote-3944	275	35	in	in	ADP
ajote-3944	275	36	kenya	kenya	PROPN
ajote-3944	275	37	.	.	PUNCT
ajote-3944	276	1	besides	besides	SCONJ
ajote-3944	276	2	,	,	PUNCT
ajote-3944	276	3	north	north	NOUN
ajote-3944	276	4	eastern	eastern	ADJ
ajote-3944	276	5	and	and	CCONJ
ajote-3944	276	6	eastern	eastern	ADJ
ajote-3944	276	7	central	central	ADJ
ajote-3944	276	8	,	,	PUNCT
ajote-3944	276	9	nyanza	nyanza	NOUN
ajote-3944	276	10	and	and	CCONJ
ajote-3944	276	11	the	the	DET
ajote-3944	276	12	rift	rift	NOUN
ajote-3944	276	13	valley	valley	NOUN
ajote-3944	276	14	regions	region	NOUN
ajote-3944	276	15	had	have	VERB
ajote-3944	276	16	between	between	ADP
ajote-3944	276	17	15	15	NUM
ajote-3944	276	18	-	-	SYM
ajote-3944	276	19	25	25	NUM
ajote-3944	276	20	%	%	NOUN
ajote-3944	276	21	of	of	ADP
ajote-3944	276	22	the	the	DET
ajote-3944	276	23	sixth	sixth	ADJ
ajote-3944	276	24	-	-	PUNCT
ajote-3944	276	25	grade	grade	NOUN
ajote-3944	276	26	teachers	teacher	NOUN
ajote-3944	276	27	on	on	ADP
ajote-3944	276	28	temporary	temporary	ADJ
ajote-3944	276	29	non	non	ADJ
ajote-3944	276	30	-	-	ADJ
ajote-3944	276	31	government	government	ADJ
ajote-3944	276	32	appointme	appointme	NOUN
ajote-3944	276	33	nt	not	PART
ajote-3944	276	34	.	.	PUNCT
ajote-3944	277	1	in	in	ADP
ajote-3944	277	2	contrast	contrast	NOUN
ajote-3944	277	3	,	,	PUNCT
ajote-3944	277	4	the	the	DET
ajote-3944	277	5	few	few	ADJ
ajote-3944	277	6	teachers	teacher	NOUN
ajote-3944	277	7	in	in	ADP
ajote-3944	277	8	zimbabwe	zimbabwe	NOUN
ajote-3944	277	9	without	without	ADP
ajote-3944	277	10	permanent	permanent	ADJ
ajote-3944	277	11	government	government	NOUN
ajote-3944	277	12	employment	employment	NOUN
ajote-3944	277	13	status	status	NOUN
ajote-3944	277	14	were	be	AUX
ajote-3944	277	15	on	on	ADP
ajote-3944	277	16	temporary	temporary	ADJ
ajote-3944	277	17	government	government	NOUN
ajote-3944	277	18	appointment	appointment	NOUN
ajote-3944	277	19	,	,	PUNCT
ajote-3944	277	20	with	with	ADP
ajote-3944	277	21	the	the	DET
ajote-3944	277	22	highest	high	ADJ
ajote-3944	277	23	percentage	percentage	NOUN
ajote-3944	277	24	found	find	VERB
ajote-3944	277	25	in	in	ADP
ajote-3944	277	26	mashonaland	mashonaland	NOUN
ajote-3944	277	27	central	central	NOUN
ajote-3944	277	28	(	(	PUNCT
ajote-3944	277	29	16.38	16.38	NUM
ajote-3944	277	30	%	%	NOUN
ajote-3944	277	31	)	)	PUNCT
ajote-3944	277	32	.	.	PUNCT
ajote-3944	278	1	the	the	DET
ajote-3944	278	2	teachers	teacher	NOUN
ajote-3944	278	3	’	’	PART
ajote-3944	278	4	employment	employment	NOUN
ajote-3944	278	5	statuses	status	NOUN
ajote-3944	278	6	across	across	ADP
ajote-3944	278	7	the	the	DET
ajote-3944	278	8	regions	region	NOUN
ajote-3944	278	9	are	be	AUX
ajote-3944	278	10	presented	present	VERB
ajote-3944	278	11	in	in	ADP
ajote-3944	278	12	figure	figure	NOUN
ajote-3944	278	13	4	4	NUM
ajote-3944	278	14	.	.	NOUN
ajote-3944	278	15	0	0	NUM
ajote-3944	279	1	2	2	NUM
ajote-3944	279	2	0	0	NUM
ajote-3944	279	3	4	4	NUM
ajote-3944	279	4	0	0	NUM
ajote-3944	279	5	6	6	NUM
ajote-3944	279	6	0	0	NUM
ajote-3944	279	7	8	8	NUM
ajote-3944	279	8	0	0	NUM
ajote-3944	279	9	1	1	NUM
ajote-3944	279	10	0	0	NUM
ajote-3944	279	11	0	0	NUM
ajote-3944	279	12	c	c	NOUN
ajote-3944	279	13	e	e	X
ajote-3944	279	14	n	n	X
ajote-3944	279	15	tr	tr	NOUN
ajote-3944	279	16	a	a	DET
ajote-3944	279	17	l	l	NOUN
ajote-3944	279	18	c	c	NOUN
ajote-3944	279	19	o	o	NOUN
ajote-3944	280	1	a	a	PRON
ajote-3944	280	2	s	s	X
ajote-3944	280	3	t	t	NOUN
ajote-3944	280	4	e	e	NOUN
ajote-3944	280	5	a	a	PRON
ajote-3944	280	6	s	s	X
ajote-3944	280	7	te	te	PROPN
ajote-3944	280	8	rn	rn	PROPN
ajote-3944	280	9	n	n	PROPN
ajote-3944	280	10	a	a	DET
ajote-3944	280	11	ir	ir	NOUN
ajote-3944	280	12	o	o	X
ajote-3944	280	13	b	b	PROPN
ajote-3944	281	1	i	i	PRON
ajote-3944	281	2	n	n	VERB
ajote-3944	281	3	o	o	X
ajote-3944	281	4	rt	rt	INTJ
ajote-3944	281	5	h	h	NOUN
ajote-3944	281	6	e	e	PROPN
ajote-3944	281	7	a	a	DET
ajote-3944	281	8	s	s	X
ajote-3944	281	9	te	te	PROPN
ajote-3944	281	10	rn	rn	PROPN
ajote-3944	281	11	n	n	PROPN
ajote-3944	281	12	y	y	PROPN
ajote-3944	281	13	a	a	PRON
ajote-3944	281	14	n	n	PROPN
ajote-3944	281	15	z	z	NOUN
ajote-3944	281	16	a	a	DET
ajote-3944	281	17	r	r	NOUN
ajote-3944	281	18	if	if	SCONJ
ajote-3944	281	19	t	t	PROPN
ajote-3944	281	20	v	v	ADP
ajote-3944	281	21	a	a	DET
ajote-3944	281	22	lle	lle	PROPN
ajote-3944	281	23	y	y	PROPN
ajote-3944	281	24	w	w	PROPN
ajote-3944	281	25	e	e	PROPN
ajote-3944	281	26	s	s	PROPN
ajote-3944	281	27	te	te	PROPN
ajote-3944	281	28	rn	rn	PROPN
ajote-3944	281	29	b	b	PROPN
ajote-3944	281	30	u	u	PROPN
ajote-3944	281	31	la	la	PROPN
ajote-3944	281	32	w	w	PROPN
ajote-3944	281	33	a	a	DET
ajote-3944	281	34	y	y	NOUN
ajote-3944	281	35	o	o	NOUN
ajote-3944	281	36	h	h	NOUN
ajote-3944	281	37	a	a	DET
ajote-3944	281	38	ra	ra	NOUN
ajote-3944	281	39	re	re	X
ajote-3944	281	40	m	m	PROPN
ajote-3944	281	41	a	a	DET
ajote-3944	281	42	s	s	NOUN
ajote-3944	281	43	h	h	NOUN
ajote-3944	281	44	o	o	NOUN
ajote-3944	281	45	n	n	CCONJ
ajote-3944	281	46	a	a	PROPN
ajote-3944	281	47	la	la	X
ajote-3944	281	48	n	n	NOUN
ajote-3944	281	49	d	d	NOUN
ajote-3944	281	50	c	c	NOUN
ajote-3944	281	51	e	e	X
ajote-3944	281	52	n	n	X
ajote-3944	281	53	tr	tr	NOUN
ajote-3944	281	54	a	a	DET
ajote-3944	281	55	l	l	NOUN
ajote-3944	281	56	m	m	VERB
ajote-3944	282	1	a	a	DET
ajote-3944	282	2	s	s	NOUN
ajote-3944	282	3	h	h	NOUN
ajote-3944	282	4	o	o	NOUN
ajote-3944	282	5	n	n	CCONJ
ajote-3944	282	6	a	a	PROPN
ajote-3944	282	7	la	la	X
ajote-3944	282	8	n	n	ADV
ajote-3944	282	9	d	d	NOUN
ajote-3944	282	10	e	e	X
ajote-3944	282	11	a	a	PRON
ajote-3944	282	12	s	s	X
ajote-3944	282	13	t	t	NOUN
ajote-3944	282	14	m	m	VERB
ajote-3944	282	15	a	a	DET
ajote-3944	282	16	s	s	NOUN
ajote-3944	282	17	h	h	NOUN
ajote-3944	282	18	o	o	NOUN
ajote-3944	282	19	n	n	CCONJ
ajote-3944	282	20	a	a	PROPN
ajote-3944	282	21	la	la	X
ajote-3944	282	22	n	n	ADP
ajote-3944	282	23	d	d	NOUN
ajote-3944	282	24	w	w	PROPN
ajote-3944	282	25	e	e	PROPN
ajote-3944	282	26	s	s	PROPN
ajote-3944	282	27	t	t	PROPN
ajote-3944	282	28	m	m	VERB
ajote-3944	282	29	i	i	NOUN
ajote-3944	282	30	d	d	PROPN
ajote-3944	282	31	la	la	PROPN
ajote-3944	282	32	n	n	PROPN
ajote-3944	283	1	d	d	NOUN
ajote-3944	283	2	m	m	VERB
ajote-3944	283	3	a	a	PRON
ajote-3944	283	4	n	n	ADV
ajote-3944	283	5	ic	ic	PROPN
ajote-3944	283	6	a	a	PROPN
ajote-3944	283	7	la	la	X
ajote-3944	283	8	n	n	PROPN
ajote-3944	283	9	d	d	NOUN
ajote-3944	283	10	m	m	VERB
ajote-3944	283	11	a	a	PRON
ajote-3944	283	12	ta	ta	X
ajote-3944	283	13	b	b	PROPN
ajote-3944	283	14	e	e	X
ajote-3944	283	15	le	le	X
ajote-3944	283	16	la	la	PROPN
ajote-3944	283	17	n	n	PROPN
ajote-3944	283	18	d	d	PROPN
ajote-3944	283	19	n	n	NUM
ajote-3944	283	20	o	o	X
ajote-3944	283	21	rt	rt	INTJ
ajote-3944	283	22	h	h	NOUN
ajote-3944	283	23	m	m	VERB
ajote-3944	283	24	a	a	PRON
ajote-3944	283	25	ta	ta	X
ajote-3944	283	26	b	b	PROPN
ajote-3944	283	27	e	e	X
ajote-3944	283	28	le	le	X
ajote-3944	283	29	la	la	PROPN
ajote-3944	283	30	n	n	PROPN
ajote-3944	283	31	d	d	PROPN
ajote-3944	283	32	s	s	PART
ajote-3944	283	33	o	o	X
ajote-3944	283	34	u	u	X
ajote-3944	283	35	th	th	X
ajote-3944	283	36	m	m	VERB
ajote-3944	283	37	a	a	DET
ajote-3944	283	38	s	s	NOUN
ajote-3944	283	39	v	v	NOUN
ajote-3944	283	40	in	in	ADP
ajote-3944	284	1	g	g	PROPN
ajote-3944	284	2	o	o	PROPN
ajote-3944	284	3	kenya	kenya	PROPN
ajote-3944	284	4	zimbabwe	zimbabwe	PROPN
ajote-3944	284	5	beginning	begin	VERB
ajote-3944	284	6	numeracy	numeracy	NOUN
ajote-3944	284	7	competent	competent	ADJ
ajote-3944	284	8	numeracy	numeracy	NOUN
ajote-3944	284	9	mathmatically	mathmatically	ADV
ajote-3944	284	10	skilled	skilled	ADJ
ajote-3944	284	11	concrete	concrete	ADJ
ajote-3944	284	12	problem	problem	NOUN
ajote-3944	284	13	solving	solve	VERB
ajote-3944	284	14	abstract	abstract	ADJ
ajote-3944	284	15	problem	problem	NOUN
ajote-3944	284	16	solving	solve	VERB
ajote-3944	284	17	p	p	PROPN
ajote-3944	284	18	e	e	PROPN
ajote-3944	284	19	rc	rc	PROPN
ajote-3944	284	20	e	e	PROPN
ajote-3944	284	21	n	n	NOUN
ajote-3944	284	22	ta	ta	X
ajote-3944	284	23	g	g	PROPN
ajote-3944	284	24	e	e	PROPN
ajote-3944	284	25	rachel	rachel	PROPN
ajote-3944	284	26	angela	angela	PROPN
ajote-3944	284	27	ayieko	ayieko	PROPN
ajote-3944	284	28	,	,	PUNCT
ajote-3944	284	29	gibbs	gibbs	PROPN
ajote-3944	284	30	kanyongo	kanyongo	PROPN
ajote-3944	284	31	,	,	PUNCT
ajote-3944	284	32	bryan	bryan	PROPN
ajote-3944	284	33	nelson	nelson	PROPN
ajote-3944	284	34	84	84	NUM
ajote-3944	284	35	ajote	ajote	PROPN
ajote-3944	284	36	vol	vol	NOUN
ajote-3944	284	37	.	.	PUNCT
ajote-3944	285	1	7	7	X
ajote-3944	285	2	.	.	X
ajote-3944	285	3	no	no	INTJ
ajote-3944	285	4	.	.	NOUN
ajote-3944	285	5	1	1	NUM
ajote-3944	285	6	,	,	PUNCT
ajote-3944	285	7	pp	pp	ADJ
ajote-3944	285	8	.	.	PUNCT
ajote-3944	286	1	66	66	NUM
ajote-3944	286	2	-94	-94	NUM
ajote-3944	286	3	figure	figure	NOUN
ajote-3944	286	4	4	4	NUM
ajote-3944	286	5	.	.	PUNCT
ajote-3944	287	1	a	a	DET
ajote-3944	287	2	distribution	distribution	NOUN
ajote-3944	287	3	of	of	ADP
ajote-3944	287	4	the	the	DET
ajote-3944	287	5	teachers	teacher	NOUN
ajote-3944	287	6	’	’	PART
ajote-3944	287	7	employment	employment	NOUN
ajote-3944	287	8	status	status	NOUN
ajote-3944	287	9	across	across	ADP
ajote-3944	287	10	the	the	DET
ajote-3944	287	11	regions	region	NOUN
ajote-3944	287	12	in	in	ADP
ajote-3944	287	13	kenya	kenya	PROPN
ajote-3944	287	14	and	and	CCONJ
ajote-3944	287	15	zimbabwe	zimbabwe	ADJ
ajote-3944	287	16	.	.	PUNCT
ajote-3944	288	1	number	number	NOUN
ajote-3944	288	2	of	of	ADP
ajote-3944	288	3	days	day	NOUN
ajote-3944	288	4	spent	spend	VERB
ajote-3944	288	5	on	on	ADP
ajote-3944	288	6	in	in	ADP
ajote-3944	288	7	-	-	PUNCT
ajote-3944	288	8	service	service	NOUN
ajote-3944	288	9	training	training	NOUN
ajote-3944	288	10	.	.	PUNCT
ajote-3944	289	1	in	in	ADP
ajote-3944	289	2	both	both	DET
ajote-3944	289	3	countries	country	NOUN
ajote-3944	289	4	the	the	DET
ajote-3944	289	5	number	number	NOUN
ajote-3944	289	6	of	of	ADP
ajote-3944	289	7	days	day	NOUN
ajote-3944	289	8	the	the	DET
ajote-3944	289	9	sixth	sixth	ADJ
ajote-3944	289	10	-	-	PUNCT
ajote-3944	289	11	grade	grade	NOUN
ajote-3944	289	12	teachers	teacher	NOUN
ajote-3944	289	13	spent	spend	VERB
ajote-3944	289	14	on	on	ADP
ajote-3944	289	15	in	in	ADP
ajote-3944	289	16	-	-	PUNCT
ajote-3944	289	17	service	service	NOUN
ajote-3944	289	18	training	training	NOUN
ajote-3944	289	19	taken	take	VERB
ajote-3944	289	20	was	be	AUX
ajote-3944	289	21	low	low	ADJ
ajote-3944	289	22	.	.	PUNCT
ajote-3944	290	1	more	more	ADJ
ajote-3944	290	2	teachers	teacher	NOUN
ajote-3944	290	3	spent	spend	VERB
ajote-3944	290	4	time	time	NOUN
ajote-3944	290	5	on	on	ADP
ajote-3944	290	6	in	in	ADP
ajote-3944	290	7	-	-	PUNCT
ajote-3944	290	8	service	service	NOUN
ajote-3944	290	9	training	training	NOUN
ajote-3944	290	10	in	in	ADP
ajote-3944	290	11	kenya	kenya	NOUN
ajote-3944	290	12	than	than	ADP
ajote-3944	290	13	in	in	ADP
ajote-3944	290	14	zimbabwe	zimbabwe	PROPN
ajote-3944	290	15	.	.	PUNCT
ajote-3944	291	1	however	however	ADV
ajote-3944	291	2	,	,	PUNCT
ajote-3944	291	3	most	most	ADJ
ajote-3944	291	4	of	of	ADP
ajote-3944	291	5	the	the	DET
ajote-3944	291	6	teachers	teacher	NOUN
ajote-3944	291	7	in	in	ADP
ajote-3944	291	8	both	both	DET
ajote-3944	291	9	countries	country	NOUN
ajote-3944	291	10	had	have	AUX
ajote-3944	291	11	not	not	PART
ajote-3944	291	12	spent	spend	VERB
ajote-3944	291	13	time	time	NOUN
ajote-3944	291	14	on	on	ADP
ajote-3944	291	15	in	in	ADP
ajote-3944	291	16	-	-	PUNCT
ajote-3944	291	17	service	service	NOUN
ajote-3944	291	18	training	training	NOUN
ajote-3944	291	19	figure	figure	NOUN
ajote-3944	291	20	5	5	NUM
ajote-3944	291	21	is	be	AUX
ajote-3944	291	22	an	an	DET
ajote-3944	291	23	illustra	illustra	PROPN
ajote-3944	291	24	t	t	PROPN
ajote-3944	291	25	ion	ion	NOUN
ajote-3944	291	26	summarizing	summarize	VERB
ajote-3944	291	27	the	the	DET
ajote-3944	291	28	distribution	distribution	NOUN
ajote-3944	291	29	of	of	ADP
ajote-3944	291	30	teachers	teacher	NOUN
ajote-3944	291	31	that	that	PRON
ajote-3944	291	32	spent	spend	VERB
ajote-3944	291	33	time	time	NOUN
ajote-3944	291	34	on	on	ADP
ajote-3944	291	35	in	in	ADP
ajote-3944	291	36	-	-	PUNCT
ajote-3944	291	37	service	service	NOUN
ajote-3944	291	38	training	training	NOUN
ajote-3944	291	39	in	in	ADP
ajote-3944	291	40	kenya	kenya	PROPN
ajote-3944	291	41	and	and	CCONJ
ajote-3944	291	42	zimbabwe	zimbabwe	ADJ
ajote-3944	291	43	.	.	PUNCT
ajote-3944	291	44	0	0	NUM
ajote-3944	292	1	2	2	NUM
ajote-3944	292	2	0	0	NUM
ajote-3944	292	3	4	4	NUM
ajote-3944	292	4	0	0	NUM
ajote-3944	292	5	6	6	NUM
ajote-3944	292	6	0	0	NUM
ajote-3944	292	7	8	8	NUM
ajote-3944	292	8	0	0	NUM
ajote-3944	292	9	1	1	NUM
ajote-3944	292	10	0	0	NUM
ajote-3944	292	11	0	0	NUM
ajote-3944	292	12	c	c	NOUN
ajote-3944	292	13	e	e	X
ajote-3944	292	14	n	n	X
ajote-3944	292	15	tr	tr	NOUN
ajote-3944	292	16	a	a	DET
ajote-3944	292	17	l	l	NOUN
ajote-3944	292	18	c	c	NOUN
ajote-3944	292	19	o	o	NOUN
ajote-3944	292	20	a	a	PRON
ajote-3944	292	21	s	s	X
ajote-3944	292	22	t	t	NOUN
ajote-3944	292	23	e	e	NOUN
ajote-3944	292	24	a	a	PRON
ajote-3944	292	25	s	s	X
ajote-3944	292	26	te	te	PROPN
ajote-3944	292	27	rn	rn	PROPN
ajote-3944	292	28	n	n	PROPN
ajote-3944	292	29	a	a	DET
ajote-3944	292	30	ir	ir	NOUN
ajote-3944	292	31	o	o	X
ajote-3944	292	32	b	b	PROPN
ajote-3944	293	1	i	i	PRON
ajote-3944	293	2	n	n	VERB
ajote-3944	293	3	o	o	X
ajote-3944	293	4	rt	rt	INTJ
ajote-3944	293	5	h	h	NOUN
ajote-3944	293	6	e	e	PROPN
ajote-3944	293	7	a	a	DET
ajote-3944	293	8	s	s	X
ajote-3944	293	9	te	te	PROPN
ajote-3944	293	10	rn	rn	PROPN
ajote-3944	293	11	n	n	PROPN
ajote-3944	293	12	y	y	PROPN
ajote-3944	293	13	a	a	PRON
ajote-3944	293	14	n	n	PROPN
ajote-3944	293	15	z	z	NOUN
ajote-3944	293	16	a	a	DET
ajote-3944	293	17	r	r	NOUN
ajote-3944	293	18	if	if	SCONJ
ajote-3944	293	19	t	t	PROPN
ajote-3944	293	20	v	v	ADP
ajote-3944	293	21	a	a	DET
ajote-3944	293	22	lle	lle	PROPN
ajote-3944	293	23	y	y	PROPN
ajote-3944	293	24	w	w	PROPN
ajote-3944	293	25	e	e	PROPN
ajote-3944	293	26	s	s	PROPN
ajote-3944	293	27	te	te	PROPN
ajote-3944	293	28	rn	rn	PROPN
ajote-3944	293	29	b	b	PROPN
ajote-3944	293	30	u	u	PROPN
ajote-3944	293	31	la	la	PROPN
ajote-3944	293	32	w	w	PROPN
ajote-3944	293	33	a	a	DET
ajote-3944	293	34	y	y	NOUN
ajote-3944	293	35	o	o	NOUN
ajote-3944	293	36	h	h	NOUN
ajote-3944	293	37	a	a	DET
ajote-3944	293	38	ra	ra	NOUN
ajote-3944	293	39	re	re	X
ajote-3944	293	40	m	m	PROPN
ajote-3944	293	41	a	a	DET
ajote-3944	293	42	s	s	NOUN
ajote-3944	293	43	h	h	NOUN
ajote-3944	293	44	o	o	NOUN
ajote-3944	293	45	n	n	CCONJ
ajote-3944	293	46	a	a	PROPN
ajote-3944	293	47	la	la	X
ajote-3944	293	48	n	n	NOUN
ajote-3944	293	49	d	d	NOUN
ajote-3944	293	50	c	c	NOUN
ajote-3944	293	51	e	e	X
ajote-3944	293	52	n	n	X
ajote-3944	293	53	tr	tr	NOUN
ajote-3944	293	54	a	a	DET
ajote-3944	293	55	l	l	NOUN
ajote-3944	293	56	m	m	VERB
ajote-3944	294	1	a	a	DET
ajote-3944	294	2	s	s	NOUN
ajote-3944	294	3	h	h	NOUN
ajote-3944	294	4	o	o	NOUN
ajote-3944	294	5	n	n	CCONJ
ajote-3944	294	6	a	a	PROPN
ajote-3944	294	7	la	la	X
ajote-3944	294	8	n	n	ADV
ajote-3944	294	9	d	d	NOUN
ajote-3944	294	10	e	e	X
ajote-3944	294	11	a	a	PRON
ajote-3944	294	12	s	s	X
ajote-3944	294	13	t	t	NOUN
ajote-3944	294	14	m	m	VERB
ajote-3944	294	15	a	a	DET
ajote-3944	294	16	s	s	NOUN
ajote-3944	294	17	h	h	NOUN
ajote-3944	294	18	o	o	NOUN
ajote-3944	294	19	n	n	CCONJ
ajote-3944	294	20	a	a	PROPN
ajote-3944	294	21	la	la	X
ajote-3944	294	22	n	n	ADP
ajote-3944	294	23	d	d	NOUN
ajote-3944	294	24	w	w	PROPN
ajote-3944	294	25	e	e	PROPN
ajote-3944	294	26	s	s	PROPN
ajote-3944	294	27	t	t	PROPN
ajote-3944	294	28	m	m	VERB
ajote-3944	294	29	i	i	NOUN
ajote-3944	294	30	d	d	PROPN
ajote-3944	294	31	la	la	PROPN
ajote-3944	294	32	n	n	PROPN
ajote-3944	295	1	d	d	PROPN
ajote-3944	295	2	s	s	PART
ajote-3944	295	3	m	m	PROPN
ajote-3944	295	4	a	a	PRON
ajote-3944	295	5	n	n	ADV
ajote-3944	295	6	ic	ic	PROPN
ajote-3944	295	7	a	a	PROPN
ajote-3944	295	8	la	la	X
ajote-3944	295	9	n	n	PROPN
ajote-3944	296	1	d	d	NOUN
ajote-3944	296	2	m	m	VERB
ajote-3944	297	1	a	a	DET
ajote-3944	297	2	ta	ta	X
ajote-3944	297	3	b	b	PROPN
ajote-3944	297	4	e	e	X
ajote-3944	297	5	le	le	X
ajote-3944	297	6	la	la	PROPN
ajote-3944	297	7	n	n	PROPN
ajote-3944	297	8	d	d	PROPN
ajote-3944	297	9	n	n	NUM
ajote-3944	297	10	o	o	X
ajote-3944	297	11	rt	rt	INTJ
ajote-3944	297	12	h	h	NOUN
ajote-3944	297	13	m	m	VERB
ajote-3944	297	14	a	a	PRON
ajote-3944	297	15	ta	ta	X
ajote-3944	297	16	b	b	PROPN
ajote-3944	297	17	e	e	X
ajote-3944	297	18	le	le	X
ajote-3944	297	19	la	la	PROPN
ajote-3944	297	20	n	n	PROPN
ajote-3944	297	21	d	d	PROPN
ajote-3944	297	22	s	s	PART
ajote-3944	297	23	o	o	X
ajote-3944	297	24	u	u	X
ajote-3944	297	25	th	th	X
ajote-3944	297	26	m	m	VERB
ajote-3944	297	27	a	a	DET
ajote-3944	297	28	s	s	NOUN
ajote-3944	297	29	v	v	NOUN
ajote-3944	297	30	in	in	ADP
ajote-3944	297	31	g	g	PROPN
ajote-3944	297	32	o	o	PROPN
ajote-3944	297	33	kenya	kenya	PROPN
ajote-3944	297	34	zimbabwe	zimbabwe	PROPN
ajote-3944	297	35	permanent	permanent	ADJ
ajote-3944	297	36	(	(	PUNCT
ajote-3944	297	37	govt	govt	NOUN
ajote-3944	297	38	)	)	PUNCT
ajote-3944	297	39	permanent	permanent	ADJ
ajote-3944	297	40	(	(	PUNCT
ajote-3944	297	41	non	non	ADJ
ajote-3944	297	42	-	-	ADJ
ajote-3944	297	43	govt	govt	ADJ
ajote-3944	297	44	)	)	PUNCT
ajote-3944	297	45	temporary	temporary	ADJ
ajote-3944	297	46	(	(	PUNCT
ajote-3944	297	47	govt	govt	NOUN
ajote-3944	297	48	)	)	PUNCT
ajote-3944	297	49	temporary	temporary	ADJ
ajote-3944	297	50	(	(	PUNCT
ajote-3944	297	51	non	non	ADJ
ajote-3944	297	52	-	-	NOUN
ajote-3944	297	53	govt	govt	ADJ
ajote-3944	297	54	)	)	PUNCT
ajote-3944	298	1	p	p	X
ajote-3944	298	2	e	e	PROPN
ajote-3944	298	3	rc	rc	PROPN
ajote-3944	298	4	e	e	PROPN
ajote-3944	298	5	n	n	NOUN
ajote-3944	298	6	ta	ta	X
ajote-3944	298	7	g	g	NOUN
ajote-3944	298	8	e	e	NOUN
ajote-3944	298	9	graphs	graph	NOUN
ajote-3944	298	10	by	by	ADP
ajote-3944	298	11	country	country	NOUN
ajote-3944	298	12	i	i	NOUN
ajote-3944	298	13	d	d	PROPN
ajote-3944	298	14	understanding	understand	VERB
ajote-3944	298	15	the	the	DET
ajote-3944	298	16	relationships	relationship	NOUN
ajote-3944	298	17	between	between	ADP
ajote-3944	298	18	teacher	teacher	NOUN
ajote-3944	298	19	quality	quality	NOUN
ajote-3944	298	20	and	and	CCONJ
ajote-3944	298	21	sixth	sixth	ADJ
ajote-3944	298	22	grade	grade	NOUN
ajote-3944	298	23	students	student	NOUN
ajote-3944	298	24	’	'	PUNCT
ajote-3944	298	25	mathematics	mathematic	NOUN
ajote-3944	298	26	competencies	competency	NOUN
ajote-3944	298	27	in	in	ADP
ajote-3944	298	28	kenya	kenya	PROPN
ajote-3944	298	29	and	and	CCONJ
ajote-3944	298	30	zimbabwe	zimbabwe	ADJ
ajote-3944	298	31	85	85	NUM
ajote-3944	298	32	ajote	ajote	NOUN
ajote-3944	298	33	vol	vol	NOUN
ajote-3944	298	34	.	.	PUNCT
ajote-3944	299	1	7	7	X
ajote-3944	299	2	.	.	X
ajote-3944	299	3	no	no	INTJ
ajote-3944	299	4	.	.	NOUN
ajote-3944	299	5	1	1	NUM
ajote-3944	299	6	,	,	PUNCT
ajote-3944	299	7	pp	pp	ADJ
ajote-3944	299	8	.	.	PUNCT
ajote-3944	300	1	66	66	NUM
ajote-3944	300	2	-94	-94	NUM
ajote-3944	300	3	figure	figure	NOUN
ajote-3944	300	4	5	5	NUM
ajote-3944	300	5	.	.	PUNCT
ajote-3944	300	6	histogram	histogram	NOUN
ajote-3944	300	7	showing	show	VERB
ajote-3944	300	8	the	the	DET
ajote-3944	300	9	distribution	distribution	NOUN
ajote-3944	300	10	of	of	ADP
ajote-3944	300	11	days	day	NOUN
ajote-3944	300	12	sixth	sixth	ADJ
ajote-3944	300	13	-	-	PUNCT
ajote-3944	300	14	grade	grade	NOUN
ajote-3944	300	15	teachers	teacher	NOUN
ajote-3944	300	16	spent	spend	VERB
ajote-3944	300	17	in	in	ADP
ajote-3944	300	18	in	in	ADP
ajote-3944	300	19	-	-	PUNCT
ajote-3944	300	20	service	service	NOUN
ajote-3944	300	21	training	training	NOUN
ajote-3944	300	22	in	in	ADP
ajote-3944	300	23	kenya	kenya	PROPN
ajote-3944	300	24	and	and	CCONJ
ajote-3944	300	25	zimbabwe	zimbabwe	ADJ
ajote-3944	300	26	discussion	discussion	NOUN
ajote-3944	300	27	this	this	DET
ajote-3944	300	28	study	study	NOUN
ajote-3944	300	29	aimed	aim	VERB
ajote-3944	300	30	to	to	PART
ajote-3944	300	31	identify	identify	VERB
ajote-3944	300	32	teacher	teacher	NOUN
ajote-3944	300	33	quality	quality	NOUN
ajote-3944	300	34	factors	factor	NOUN
ajote-3944	300	35	that	that	PRON
ajote-3944	300	36	contribute	contribute	VERB
ajote-3944	300	37	to	to	ADP
ajote-3944	300	38	students	student	NOUN
ajote-3944	300	39	’	'	PUNCT
ajote-3944	300	40	development	development	NOUN
ajote-3944	300	41	of	of	ADP
ajote-3944	300	42	higherlevel	higherlevel	ADJ
ajote-3944	300	43	mathematical	mathematical	ADJ
ajote-3944	300	44	skills	skill	NOUN
ajote-3944	300	45	.	.	PUNCT
ajote-3944	301	1	the	the	DET
ajote-3944	301	2	findings	finding	NOUN
ajote-3944	301	3	focus	focus	VERB
ajote-3944	301	4	on	on	ADP
ajote-3944	301	5	the	the	DET
ajote-3944	301	6	relationships	relationship	NOUN
ajote-3944	301	7	between	between	ADP
ajote-3944	301	8	teacher	teacher	NOUN
ajote-3944	301	9	quality	quality	NOUN
ajote-3944	301	10	and	and	CCONJ
ajote-3944	301	11	the	the	DET
ajote-3944	301	12	students	student	NOUN
ajote-3944	301	13	’	’	PART
ajote-3944	301	14	mathematics	mathematic	NOUN
ajote-3944	301	15	competencies	competency	NOUN
ajote-3944	301	16	in	in	ADP
ajote-3944	301	17	the	the	DET
ajote-3944	301	18	participating	participate	VERB
ajote-3944	301	19	sacmeq	sacmeq	NOUN
ajote-3944	301	20	countries	country	NOUN
ajote-3944	301	21	.	.	PUNCT
ajote-3944	302	1	the	the	DET
ajote-3944	302	2	influence	influence	NOUN
ajote-3944	302	3	of	of	ADP
ajote-3944	302	4	these	these	DET
ajote-3944	302	5	measures	measure	NOUN
ajote-3944	302	6	on	on	ADP
ajote-3944	302	7	students	student	NOUN
ajote-3944	302	8	’	'	PUNCT
ajote-3944	302	9	learning	learn	VERB
ajote-3944	302	10	builds	build	VERB
ajote-3944	302	11	understanding	understanding	NOUN
ajote-3944	302	12	on	on	ADP
ajote-3944	302	13	focal	focal	ADJ
ajote-3944	302	14	areas	area	NOUN
ajote-3944	302	15	related	relate	VERB
ajote-3944	302	16	to	to	ADP
ajote-3944	302	17	teacher	teacher	NOUN
ajote-3944	302	18	quality	quality	NOUN
ajote-3944	302	19	that	that	PRON
ajote-3944	302	20	could	could	AUX
ajote-3944	302	21	be	be	AUX
ajote-3944	302	22	contributing	contribute	VERB
ajote-3944	302	23	to	to	ADP
ajote-3944	302	24	students	student	NOUN
ajote-3944	302	25	’	'	PUNCT
ajote-3944	302	26	lack	lack	NOUN
ajote-3944	302	27	of	of	ADP
ajote-3944	302	28	problem	problem	NOUN
ajote-3944	302	29	-	-	PUNCT
ajote-3944	302	30	solving	solve	VERB
ajote-3944	302	31	skills	skill	NOUN
ajote-3944	302	32	within	within	ADP
ajote-3944	302	33	kenya	kenya	PROPN
ajote-3944	302	34	and	and	CCONJ
ajote-3944	302	35	zimbabwe	zimbabwe	ADJ
ajote-3944	302	36	.	.	PUNCT
ajote-3944	303	1	teacher	teacher	NOUN
ajote-3944	303	2	qualification	qualification	NOUN
ajote-3944	303	3	is	be	AUX
ajote-3944	303	4	one	one	NUM
ajote-3944	303	5	of	of	ADP
ajote-3944	303	6	the	the	DET
ajote-3944	303	7	teacher	teacher	NOUN
ajote-3944	303	8	quality	quality	NOUN
ajote-3944	303	9	factors	factor	NOUN
ajote-3944	303	10	that	that	SCONJ
ajote-3944	303	11	developing	develop	VERB
ajote-3944	303	12	countries	country	NOUN
ajote-3944	303	13	should	should	AUX
ajote-3944	303	14	focus	focus	VERB
ajote-3944	303	15	on	on	ADP
ajote-3944	303	16	to	to	PART
ajote-3944	303	17	improve	improve	VERB
ajote-3944	303	18	student	student	NOUN
ajote-3944	303	19	learning	learning	NOUN
ajote-3944	303	20	.	.	PUNCT
ajote-3944	304	1	the	the	DET
ajote-3944	304	2	minimum	minimum	ADJ
ajote-3944	304	3	qualification	qualification	NOUN
ajote-3944	304	4	of	of	ADP
ajote-3944	304	5	primary	primary	ADJ
ajote-3944	304	6	school	school	NOUN
ajote-3944	304	7	teachers	teacher	NOUN
ajote-3944	304	8	in	in	ADP
ajote-3944	304	9	sub	sub	ADJ
ajote-3944	304	10	-	-	ADJ
ajote-3944	304	11	sahara	sahara	ADJ
ajote-3944	304	12	africa	africa	PROPN
ajote-3944	304	13	is	be	AUX
ajote-3944	304	14	upper	upper	ADJ
ajote-3944	304	15	secondary	secondary	ADJ
ajote-3944	304	16	school	school	NOUN
ajote-3944	304	17	without	without	ADP
ajote-3944	304	18	any	any	DET
ajote-3944	304	19	prospect	prospect	NOUN
ajote-3944	304	20	that	that	SCONJ
ajote-3944	304	21	this	this	PRON
ajote-3944	304	22	will	will	AUX
ajote-3944	304	23	change	change	VERB
ajote-3944	304	24	in	in	ADP
ajote-3944	304	25	the	the	DET
ajote-3944	304	26	nearest	near	ADJ
ajote-3944	304	27	future	future	NOUN
ajote-3944	304	28	(	(	PUNCT
ajote-3944	304	29	lauwerier	lauwerier	PROPN
ajote-3944	304	30	&	&	CCONJ
ajote-3944	304	31	akkari	akkari	PROPN
ajote-3944	304	32	,	,	PUNCT
ajote-3944	304	33	2005	2005	NUM
ajote-3944	304	34	)	)	PUNCT
ajote-3944	304	35	.	.	PUNCT
ajote-3944	305	1	in	in	ADP
ajote-3944	305	2	this	this	DET
ajote-3944	305	3	study	study	NOUN
ajote-3944	305	4	,	,	PUNCT
ajote-3944	305	5	we	we	PRON
ajote-3944	305	6	found	find	VERB
ajote-3944	305	7	that	that	SCONJ
ajote-3944	305	8	teacher	teacher	NOUN
ajote-3944	305	9	qualification	qualification	NOUN
ajote-3944	305	10	is	be	AUX
ajote-3944	305	11	a	a	DET
ajote-3944	305	12	significant	significant	ADJ
ajote-3944	305	13	predictor	predictor	NOUN
ajote-3944	305	14	of	of	ADP
ajote-3944	305	15	students	student	NOUN
ajote-3944	305	16	’	’	PART
ajote-3944	305	17	mathematics	mathematic	NOUN
ajote-3944	305	18	competency	competency	NOUN
ajote-3944	305	19	.	.	PUNCT
ajote-3944	306	1	a	a	DET
ajote-3944	306	2	look	look	NOUN
ajote-3944	306	3	at	at	ADP
ajote-3944	306	4	the	the	DET
ajote-3944	306	5	two	two	NUM
ajote-3944	306	6	countries	country	NOUN
ajote-3944	306	7	that	that	PRON
ajote-3944	306	8	are	be	AUX
ajote-3944	306	9	the	the	DET
ajote-3944	306	10	focus	focus	NOUN
ajote-3944	306	11	of	of	ADP
ajote-3944	306	12	this	this	DET
ajote-3944	306	13	study	study	NOUN
ajote-3944	306	14	shows	show	VERB
ajote-3944	306	15	that	that	SCONJ
ajote-3944	306	16	the	the	DET
ajote-3944	306	17	sixthgrade	sixthgrade	NOUN
ajote-3944	306	18	teachers	teacher	NOUN
ajote-3944	306	19	in	in	ADP
ajote-3944	306	20	zimbabwe	zimbabwe	PROPN
ajote-3944	306	21	had	have	VERB
ajote-3944	306	22	higher	high	ADJ
ajote-3944	306	23	educational	educational	ADJ
ajote-3944	306	24	qualifications	qualification	NOUN
ajote-3944	306	25	when	when	SCONJ
ajote-3944	306	26	compared	compare	VERB
ajote-3944	306	27	to	to	ADP
ajote-3944	306	28	the	the	DET
ajote-3944	306	29	0	0	NUM
ajote-3944	306	30	5	5	NUM
ajote-3944	306	31	0	0	NUM
ajote-3944	306	32	1	1	NUM
ajote-3944	306	33	0	0	NUM
ajote-3944	306	34	0	0	NUM
ajote-3944	306	35	0	0	NUM
ajote-3944	306	36	200	200	NUM
ajote-3944	306	37	400	400	NUM
ajote-3944	306	38	600	600	NUM
ajote-3944	306	39	800	800	NUM
ajote-3944	306	40	0	0	NUM
ajote-3944	306	41	200	200	NUM
ajote-3944	306	42	400	400	NUM
ajote-3944	306	43	600	600	NUM
ajote-3944	306	44	800	800	NUM
ajote-3944	306	45	kenya	kenya	NOUN
ajote-3944	306	46	zimbabwe	zimbabwe	PROPN
ajote-3944	306	47	p	p	PROPN
ajote-3944	306	48	e	e	PROPN
ajote-3944	306	49	rc	rc	PROPN
ajote-3944	306	50	e	e	PROPN
ajote-3944	306	51	n	n	NOUN
ajote-3944	306	52	ta	ta	X
ajote-3944	306	53	g	g	PROPN
ajote-3944	306	54	e	e	PROPN
ajote-3944	306	55	rachel	rachel	PROPN
ajote-3944	306	56	angela	angela	PROPN
ajote-3944	306	57	ayieko	ayieko	PROPN
ajote-3944	306	58	,	,	PUNCT
ajote-3944	306	59	gibbs	gibbs	PROPN
ajote-3944	306	60	kanyongo	kanyongo	PROPN
ajote-3944	306	61	,	,	PUNCT
ajote-3944	306	62	bryan	bryan	PROPN
ajote-3944	306	63	nelson	nelson	PROPN
ajote-3944	306	64	86	86	NUM
ajote-3944	306	65	ajote	ajote	PROPN
ajote-3944	306	66	vol	vol	NOUN
ajote-3944	306	67	.	.	PUNCT
ajote-3944	307	1	7	7	X
ajote-3944	307	2	.	.	X
ajote-3944	307	3	no	no	INTJ
ajote-3944	307	4	.	.	NOUN
ajote-3944	307	5	1	1	NUM
ajote-3944	307	6	,	,	PUNCT
ajote-3944	307	7	pp	pp	ADJ
ajote-3944	307	8	.	.	PUNCT
ajote-3944	308	1	66	66	NUM
ajote-3944	308	2	-94	-94	PUNCT
ajote-3944	308	3	teachers	teacher	NOUN
ajote-3944	308	4	in	in	ADP
ajote-3944	308	5	kenya	kenya	PROPN
ajote-3944	308	6	.	.	PUNCT
ajote-3944	309	1	also	also	ADV
ajote-3944	309	2	,	,	PUNCT
ajote-3944	309	3	harare	harare	PROPN
ajote-3944	309	4	had	have	VERB
ajote-3944	309	5	the	the	DET
ajote-3944	309	6	highest	high	ADJ
ajote-3944	309	7	percentage	percentage	NOUN
ajote-3944	309	8	(	(	PUNCT
ajote-3944	309	9	40	40	NUM
ajote-3944	309	10	%	%	NOUN
ajote-3944	309	11	)	)	PUNCT
ajote-3944	309	12	of	of	ADP
ajote-3944	309	13	the	the	DET
ajote-3944	309	14	sixth	sixth	ADJ
ajote-3944	309	15	-	-	PUNCT
ajote-3944	309	16	grade	grade	NOUN
ajote-3944	309	17	teachers	teacher	NOUN
ajote-3944	309	18	with	with	ADP
ajote-3944	309	19	firstdegree	firstdegree	PROPN
ajote-3944	309	20	qualifications	qualification	NOUN
ajote-3944	309	21	.	.	PUNCT
ajote-3944	310	1	in	in	ADP
ajote-3944	310	2	kenya	kenya	PROPN
ajote-3944	310	3	,	,	PUNCT
ajote-3944	310	4	the	the	DET
ajote-3944	310	5	region	region	NOUN
ajote-3944	310	6	with	with	ADP
ajote-3944	310	7	the	the	DET
ajote-3944	310	8	highest	high	ADJ
ajote-3944	310	9	percentage	percentage	NOUN
ajote-3944	310	10	of	of	ADP
ajote-3944	310	11	teachers	teacher	NOUN
ajote-3944	310	12	with	with	ADP
ajote-3944	310	13	a	a	DET
ajote-3944	310	14	first	first	ADJ
ajote-3944	310	15	degree	degree	NOUN
ajote-3944	310	16	was	be	AUX
ajote-3944	310	17	nairobi	nairobi	PROPN
ajote-3944	310	18	at	at	ADP
ajote-3944	310	19	about	about	ADV
ajote-3944	310	20	10	10	NUM
ajote-3944	310	21	%	%	NOUN
ajote-3944	310	22	.	.	PUNCT
ajote-3944	311	1	notably	notably	ADV
ajote-3944	311	2	,	,	PUNCT
ajote-3944	311	3	there	there	PRON
ajote-3944	311	4	were	be	VERB
ajote-3944	311	5	some	some	DET
ajote-3944	311	6	areas	area	NOUN
ajote-3944	311	7	in	in	ADP
ajote-3944	311	8	both	both	DET
ajote-3944	311	9	countries	country	NOUN
ajote-3944	311	10	that	that	PRON
ajote-3944	311	11	had	have	VERB
ajote-3944	311	12	teachers	teacher	NOUN
ajote-3944	311	13	who	who	PRON
ajote-3944	311	14	did	do	AUX
ajote-3944	311	15	not	not	PART
ajote-3944	311	16	meet	meet	VERB
ajote-3944	311	17	the	the	DET
ajote-3944	311	18	minimum	minimum	ADJ
ajote-3944	311	19	qualification	qualification	NOUN
ajote-3944	311	20	.	.	PUNCT
ajote-3944	312	1	in	in	ADP
ajote-3944	312	2	kenya	kenya	PROPN
ajote-3944	312	3	,	,	PUNCT
ajote-3944	312	4	the	the	DET
ajote-3944	312	5	central	central	ADJ
ajote-3944	312	6	,	,	PUNCT
ajote-3944	312	7	eastern	eastern	ADJ
ajote-3944	312	8	,	,	PUNCT
ajote-3944	312	9	nyanza	nyanza	NOUN
ajote-3944	312	10	,	,	PUNCT
ajote-3944	312	11	and	and	CCONJ
ajote-3944	312	12	rift	rift	NOUN
ajote-3944	312	13	valley	valley	NOUN
ajote-3944	312	14	regions	region	NOUN
ajote-3944	312	15	had	have	VERB
ajote-3944	312	16	about	about	ADV
ajote-3944	312	17	10	10	NUM
ajote-3944	312	18	%	%	NOUN
ajote-3944	312	19	of	of	ADP
ajote-3944	312	20	the	the	DET
ajote-3944	312	21	teachers	teacher	NOUN
ajote-3944	312	22	having	have	VERB
ajote-3944	312	23	lower	low	ADJ
ajote-3944	312	24	than	than	ADP
ajote-3944	312	25	the	the	DET
ajote-3944	312	26	minimum	minimum	NOUN
ajote-3944	312	27	required	require	VERB
ajote-3944	312	28	teaching	teaching	NOUN
ajote-3944	312	29	qualification	qualification	NOUN
ajote-3944	312	30	.	.	PUNCT
ajote-3944	313	1	in	in	ADP
ajote-3944	313	2	zimbabwe	zimbabwe	PROPN
ajote-3944	313	3	,	,	PUNCT
ajote-3944	313	4	the	the	DET
ajote-3944	313	5	mashonaland	mashonaland	NOUN
ajote-3944	313	6	east	east	NOUN
ajote-3944	313	7	and	and	CCONJ
ajote-3944	313	8	matabeleland	matabeleland	PROPN
ajote-3944	313	9	north	north	PROPN
ajote-3944	313	10	had	have	VERB
ajote-3944	313	11	about	about	ADV
ajote-3944	313	12	10	10	NUM
ajote-3944	313	13	%	%	NOUN
ajote-3944	313	14	of	of	ADP
ajote-3944	313	15	the	the	DET
ajote-3944	313	16	teachers	teacher	NOUN
ajote-3944	313	17	not	not	PART
ajote-3944	313	18	meeting	meet	VERB
ajote-3944	313	19	the	the	DET
ajote-3944	313	20	minimum	minimum	ADJ
ajote-3944	313	21	educational	educational	ADJ
ajote-3944	313	22	qualification	qualification	NOUN
ajote-3944	313	23	.	.	PUNCT
ajote-3944	314	1	in	in	ADP
ajote-3944	314	2	sum	sum	NOUN
ajote-3944	314	3	,	,	PUNCT
ajote-3944	314	4	the	the	DET
ajote-3944	314	5	distribution	distribution	NOUN
ajote-3944	314	6	of	of	ADP
ajote-3944	314	7	teachers	teacher	NOUN
ajote-3944	314	8	with	with	ADP
ajote-3944	314	9	high	high	ADJ
ajote-3944	314	10	educational	educational	ADJ
ajote-3944	314	11	qualifications	qualification	NOUN
ajote-3944	314	12	is	be	AUX
ajote-3944	314	13	not	not	PART
ajote-3944	314	14	equal	equal	ADJ
ajote-3944	314	15	across	across	ADP
ajote-3944	314	16	the	the	DET
ajote-3944	314	17	regions	region	NOUN
ajote-3944	314	18	in	in	ADP
ajote-3944	314	19	kenya	kenya	PROPN
ajote-3944	314	20	and	and	CCONJ
ajote-3944	314	21	zimbabwe	zimbabwe	PROPN
ajote-3944	314	22	.	.	PROPN
ajote-3944	315	1	similar	similar	ADJ
ajote-3944	315	2	to	to	ADP
ajote-3944	315	3	other	other	ADJ
ajote-3944	315	4	nations	nation	NOUN
ajote-3944	315	5	(	(	PUNCT
ajote-3944	315	6	e.g.	e.g.	ADV
ajote-3944	315	7	,	,	PUNCT
ajote-3944	315	8	goldhaber	goldhaber	PROPN
ajote-3944	315	9	et	et	PROPN
ajote-3944	315	10	al	al	PROPN
ajote-3944	315	11	.	.	PROPN
ajote-3944	315	12	,	,	PUNCT
ajote-3944	315	13	2015	2015	NUM
ajote-3944	315	14	)	)	PUNCT
ajote-3944	315	15	,	,	PUNCT
ajote-3944	315	16	there	there	PRON
ajote-3944	315	17	is	be	VERB
ajote-3944	315	18	an	an	DET
ajote-3944	315	19	opportunity	opportunity	NOUN
ajote-3944	315	20	gap	gap	NOUN
ajote-3944	315	21	in	in	ADP
ajote-3944	315	22	students	student	NOUN
ajote-3944	315	23	’	'	PUNCT
ajote-3944	315	24	access	access	NOUN
ajote-3944	315	25	to	to	ADP
ajote-3944	315	26	teachers	teacher	NOUN
ajote-3944	315	27	with	with	ADP
ajote-3944	315	28	higher	high	ADJ
ajote-3944	315	29	educational	educational	ADJ
ajote-3944	315	30	qualifications	qualification	NOUN
ajote-3944	315	31	.	.	PUNCT
ajote-3944	316	1	the	the	DET
ajote-3944	316	2	sixth	sixth	ADJ
ajote-3944	316	3	-	-	PUNCT
ajote-3944	316	4	grade	grade	NOUN
ajote-3944	316	5	teachers	teacher	NOUN
ajote-3944	316	6	’	’	PART
ajote-3944	316	7	years	year	NOUN
ajote-3944	316	8	of	of	ADP
ajote-3944	316	9	experience	experience	NOUN
ajote-3944	316	10	were	be	AUX
ajote-3944	316	11	significant	significant	ADJ
ajote-3944	316	12	predictors	predictor	NOUN
ajote-3944	316	13	of	of	ADP
ajote-3944	316	14	student	student	NOUN
ajote-3944	316	15	mathematics	mathematic	NOUN
ajote-3944	316	16	competencies	competency	NOUN
ajote-3944	316	17	.	.	PUNCT
ajote-3944	317	1	the	the	DET
ajote-3944	317	2	teachers	teacher	NOUN
ajote-3944	317	3	in	in	ADP
ajote-3944	317	4	the	the	DET
ajote-3944	317	5	participating	participate	VERB
ajote-3944	317	6	sacmeq	sacmeq	ADJ
ajote-3944	317	7	countries	country	NOUN
ajote-3944	317	8	seemed	seem	VERB
ajote-3944	317	9	to	to	PART
ajote-3944	317	10	have	have	AUX
ajote-3944	317	11	been	be	AUX
ajote-3944	317	12	more	more	ADV
ajote-3944	317	13	successful	successful	ADJ
ajote-3944	317	14	in	in	ADP
ajote-3944	317	15	learning	learn	VERB
ajote-3944	317	16	pedagogical	pedagogical	ADJ
ajote-3944	317	17	practices	practice	NOUN
ajote-3944	317	18	for	for	ADP
ajote-3944	317	19	improving	improve	VERB
ajote-3944	317	20	students	student	NOUN
ajote-3944	317	21	’	'	PUNCT
ajote-3944	317	22	achievement	achievement	NOUN
ajote-3944	317	23	indicating	indicate	VERB
ajote-3944	317	24	the	the	DET
ajote-3944	317	25	successful	successful	ADJ
ajote-3944	317	26	development	development	NOUN
ajote-3944	317	27	of	of	ADP
ajote-3944	317	28	the	the	DET
ajote-3944	317	29	wisdom	wisdom	NOUN
ajote-3944	317	30	of	of	ADP
ajote-3944	317	31	practice	practice	NOUN
ajote-3944	317	32	(	(	PUNCT
ajote-3944	317	33	shulman	shulman	PROPN
ajote-3944	317	34	&	&	CCONJ
ajote-3944	317	35	hutchings	hutchings	PROPN
ajote-3944	317	36	,	,	PUNCT
ajote-3944	317	37	2004	2004	NUM
ajote-3944	317	38	)	)	PUNCT
ajote-3944	317	39	.	.	PUNCT
ajote-3944	318	1	a	a	DET
ajote-3944	318	2	study	study	NOUN
ajote-3944	318	3	from	from	ADP
ajote-3944	318	4	a	a	DET
ajote-3944	318	5	different	different	ADJ
ajote-3944	318	6	context	context	NOUN
ajote-3944	318	7	shows	show	VERB
ajote-3944	318	8	support	support	NOUN
ajote-3944	318	9	for	for	ADP
ajote-3944	318	10	these	these	DET
ajote-3944	318	11	findings	finding	NOUN
ajote-3944	318	12	:	:	PUNCT
ajote-3944	318	13	teachers	teacher	NOUN
ajote-3944	318	14	learn	learn	VERB
ajote-3944	318	15	on	on	ADP
ajote-3944	318	16	the	the	DET
ajote-3944	318	17	job	job	NOUN
ajote-3944	318	18	to	to	PART
ajote-3944	318	19	be	be	AUX
ajote-3944	318	20	more	more	ADV
ajote-3944	318	21	efficient	efficient	ADJ
ajote-3944	318	22	in	in	ADP
ajote-3944	318	23	developing	develop	VERB
ajote-3944	318	24	student	student	NOUN
ajote-3944	318	25	learning	learning	NOUN
ajote-3944	318	26	(	(	PUNCT
ajote-3944	318	27	harris	harris	PROPN
ajote-3944	318	28	&	&	CCONJ
ajote-3944	318	29	sass	sass	PROPN
ajote-3944	318	30	,	,	PUNCT
ajote-3944	318	31	2011	2011	NUM
ajote-3944	318	32	)	)	PUNCT
ajote-3944	318	33	.	.	PUNCT
ajote-3944	319	1	in	in	ADP
ajote-3944	319	2	the	the	DET
ajote-3944	319	3	two	two	NUM
ajote-3944	319	4	focus	focus	NOUN
ajote-3944	319	5	countries	country	NOUN
ajote-3944	319	6	,	,	PUNCT
ajote-3944	319	7	certain	certain	ADJ
ajote-3944	319	8	regions	region	NOUN
ajote-3944	319	9	have	have	VERB
ajote-3944	319	10	teachers	teacher	NOUN
ajote-3944	319	11	with	with	ADP
ajote-3944	319	12	fewer	few	ADJ
ajote-3944	319	13	years	year	NOUN
ajote-3944	319	14	of	of	ADP
ajote-3944	319	15	teaching	teaching	NOUN
ajote-3944	319	16	experience	experience	NOUN
ajote-3944	319	17	.	.	PUNCT
ajote-3944	320	1	for	for	ADP
ajote-3944	320	2	example	example	NOUN
ajote-3944	320	3	,	,	PUNCT
ajote-3944	320	4	in	in	ADP
ajote-3944	320	5	kenya	kenya	PROPN
ajote-3944	320	6	,	,	PUNCT
ajote-3944	320	7	the	the	DET
ajote-3944	320	8	median	median	ADJ
ajote-3944	320	9	years	year	NOUN
ajote-3944	320	10	of	of	ADP
ajote-3944	320	11	teaching	teaching	NOUN
ajote-3944	320	12	experience	experience	NOUN
ajote-3944	320	13	of	of	ADP
ajote-3944	320	14	the	the	DET
ajote-3944	320	15	teachers	teacher	NOUN
ajote-3944	320	16	in	in	ADP
ajote-3944	320	17	the	the	DET
ajote-3944	320	18	north	north	NOUN
ajote-3944	320	19	-	-	PUNCT
ajote-3944	320	20	eastern	eastern	ADJ
ajote-3944	320	21	region	region	NOUN
ajote-3944	320	22	was	be	AUX
ajote-3944	320	23	the	the	DET
ajote-3944	320	24	lowest	low	ADJ
ajote-3944	320	25	at	at	ADP
ajote-3944	320	26	about	about	ADV
ajote-3944	320	27	five	five	NUM
ajote-3944	320	28	,	,	PUNCT
ajote-3944	320	29	but	but	CCONJ
ajote-3944	320	30	in	in	ADP
ajote-3944	320	31	the	the	DET
ajote-3944	320	32	central	central	ADJ
ajote-3944	320	33	province	province	NOUN
ajote-3944	320	34	,	,	PUNCT
ajote-3944	320	35	the	the	DET
ajote-3944	320	36	median	median	ADJ
ajote-3944	320	37	years	year	NOUN
ajote-3944	320	38	of	of	ADP
ajote-3944	320	39	teaching	teaching	NOUN
ajote-3944	320	40	experience	experience	NOUN
ajote-3944	320	41	was	be	AUX
ajote-3944	320	42	at	at	ADP
ajote-3944	320	43	about	about	ADV
ajote-3944	320	44	20	20	NUM
ajote-3944	320	45	.	.	PUNCT
ajote-3944	321	1	in	in	ADP
ajote-3944	321	2	zimbabwe	zimbabwe	PROPN
ajote-3944	321	3	,	,	PUNCT
ajote-3944	321	4	the	the	DET
ajote-3944	321	5	sixth	sixth	ADJ
ajote-3944	321	6	-	-	PUNCT
ajote-3944	321	7	grade	grade	NOUN
ajote-3944	321	8	teachers	teacher	NOUN
ajote-3944	321	9	in	in	ADP
ajote-3944	321	10	mashonaland	mashonaland	NOUN
ajote-3944	321	11	east	east	NOUN
ajote-3944	321	12	and	and	CCONJ
ajote-3944	321	13	matabeleland	matabeleland	PROPN
ajote-3944	321	14	south	south	PROPN
ajote-3944	321	15	had	have	VERB
ajote-3944	321	16	five	five	NUM
ajote-3944	321	17	years	year	NOUN
ajote-3944	321	18	as	as	ADP
ajote-3944	321	19	the	the	DET
ajote-3944	321	20	median	median	ADJ
ajote-3944	321	21	years	year	NOUN
ajote-3944	321	22	of	of	ADP
ajote-3944	321	23	teaching	teaching	NOUN
ajote-3944	321	24	experience	experience	NOUN
ajote-3944	321	25	;	;	PUNCT
ajote-3944	321	26	the	the	DET
ajote-3944	321	27	least	least	ADJ
ajote-3944	321	28	across	across	ADP
ajote-3944	321	29	the	the	DET
ajote-3944	321	30	regions	region	NOUN
ajote-3944	321	31	.	.	PUNCT
ajote-3944	322	1	however	however	ADV
ajote-3944	322	2	,	,	PUNCT
ajote-3944	322	3	harare	harare	PROPN
ajote-3944	322	4	and	and	CCONJ
ajote-3944	322	5	bulawayo	bulawayo	PROPN
ajote-3944	322	6	had	have	VERB
ajote-3944	322	7	teachers	teacher	NOUN
ajote-3944	322	8	with	with	ADP
ajote-3944	322	9	about	about	ADP
ajote-3944	322	10	median15	median15	NOUN
ajote-3944	322	11	years	year	NOUN
ajote-3944	322	12	of	of	ADP
ajote-3944	322	13	teaching	teaching	NOUN
ajote-3944	322	14	experience	experience	NOUN
ajote-3944	322	15	.	.	PUNCT
ajote-3944	323	1	the	the	DET
ajote-3944	323	2	findings	finding	NOUN
ajote-3944	323	3	indicate	indicate	VERB
ajote-3944	323	4	that	that	SCONJ
ajote-3944	323	5	perhaps	perhaps	ADV
ajote-3944	323	6	there	there	PRON
ajote-3944	323	7	is	be	VERB
ajote-3944	323	8	a	a	DET
ajote-3944	323	9	higher	high	ADJ
ajote-3944	323	10	turnover	turnover	NOUN
ajote-3944	323	11	of	of	ADP
ajote-3944	323	12	teachers	teacher	NOUN
ajote-3944	323	13	in	in	ADP
ajote-3944	323	14	the	the	DET
ajote-3944	323	15	north	north	NOUN
ajote-3944	323	16	-	-	PUNCT
ajote-3944	323	17	eastern	eastern	NOUN
ajote-3944	323	18	province	province	NOUN
ajote-3944	323	19	in	in	ADP
ajote-3944	323	20	kenya	kenya	PROPN
ajote-3944	323	21	,	,	PUNCT
ajote-3944	323	22	and	and	CCONJ
ajote-3944	323	23	mashonaland	mashonaland	PROPN
ajote-3944	323	24	east	east	NOUN
ajote-3944	323	25	and	and	CCONJ
ajote-3944	323	26	matabeleland	matabeleland	VERB
ajote-3944	323	27	south	south	PROPN
ajote-3944	323	28	in	in	ADP
ajote-3944	323	29	zimbabwe	zimbabwe	PROPN
ajote-3944	323	30	.	.	PUNCT
ajote-3944	324	1	perhaps	perhaps	ADV
ajote-3944	324	2	the	the	DET
ajote-3944	324	3	situational	situational	ADJ
ajote-3944	324	4	factors	factor	NOUN
ajote-3944	324	5	such	such	ADJ
ajote-3944	324	6	as	as	ADP
ajote-3944	324	7	the	the	DET
ajote-3944	324	8	location	location	NOUN
ajote-3944	324	9	of	of	ADP
ajote-3944	324	10	the	the	DET
ajote-3944	324	11	school	school	NOUN
ajote-3944	324	12	,	,	PUNCT
ajote-3944	324	13	access	access	NOUN
ajote-3944	324	14	to	to	ADP
ajote-3944	324	15	adequate	adequate	ADJ
ajote-3944	324	16	teaching	teaching	NOUN
ajote-3944	324	17	resources	resource	NOUN
ajote-3944	324	18	,	,	PUNCT
ajote-3944	324	19	and	and	CCONJ
ajote-3944	324	20	student	student	NOUN
ajote-3944	324	21	populations	population	NOUN
ajote-3944	324	22	could	could	AUX
ajote-3944	324	23	be	be	AUX
ajote-3944	324	24	contributing	contribute	VERB
ajote-3944	324	25	to	to	ADP
ajote-3944	324	26	the	the	DET
ajote-3944	324	27	high	high	ADJ
ajote-3944	324	28	turnover	turnover	NOUN
ajote-3944	324	29	of	of	ADP
ajote-3944	324	30	teachers	teacher	NOUN
ajote-3944	324	31	in	in	ADP
ajote-3944	324	32	these	these	DET
ajote-3944	324	33	regions	region	NOUN
ajote-3944	324	34	.	.	PUNCT
ajote-3944	325	1	the	the	DET
ajote-3944	325	2	fact	fact	NOUN
ajote-3944	325	3	that	that	SCONJ
ajote-3944	325	4	the	the	DET
ajote-3944	325	5	teachers	teacher	NOUN
ajote-3944	325	6	’	’	PART
ajote-3944	325	7	teaching	teaching	NOUN
ajote-3944	325	8	experience	experience	NOUN
ajote-3944	325	9	is	be	AUX
ajote-3944	325	10	an	an	DET
ajote-3944	325	11	important	important	ADJ
ajote-3944	325	12	factor	factor	NOUN
ajote-3944	325	13	for	for	ADP
ajote-3944	325	14	students	student	NOUN
ajote-3944	325	15	’	'	PUNCT
ajote-3944	325	16	development	development	NOUN
ajote-3944	325	17	of	of	ADP
ajote-3944	325	18	higher	high	ADJ
ajote-3944	325	19	mathematics	mathematic	NOUN
ajote-3944	325	20	competencies	competency	NOUN
ajote-3944	325	21	points	point	VERB
ajote-3944	325	22	to	to	ADP
ajote-3944	325	23	the	the	DET
ajote-3944	325	24	need	need	NOUN
ajote-3944	325	25	for	for	ADP
ajote-3944	325	26	policies	policy	NOUN
ajote-3944	325	27	focused	focus	VERB
ajote-3944	325	28	on	on	ADP
ajote-3944	325	29	incentives	incentive	NOUN
ajote-3944	325	30	offered	offer	VERB
ajote-3944	325	31	to	to	PART
ajote-3944	325	32	retain	retain	VERB
ajote-3944	325	33	teachers	teacher	NOUN
ajote-3944	325	34	in	in	ADP
ajote-3944	325	35	these	these	DET
ajote-3944	325	36	regions	region	NOUN
ajote-3944	325	37	.	.	PUNCT
ajote-3944	326	1	similarly	similarly	ADV
ajote-3944	326	2	,	,	PUNCT
ajote-3944	326	3	the	the	DET
ajote-3944	326	4	unesco	unesco	PROPN
ajote-3944	326	5	report	report	PROPN
ajote-3944	326	6	(	(	PUNCT
ajote-3944	326	7	2006	2006	NUM
ajote-3944	326	8	)	)	PUNCT
ajote-3944	326	9	emphasized	emphasize	VERB
ajote-3944	326	10	the	the	DET
ajote-3944	326	11	need	need	NOUN
ajote-3944	326	12	for	for	ADP
ajote-3944	326	13	incentives	incentive	NOUN
ajote-3944	326	14	to	to	PART
ajote-3944	326	15	keep	keep	VERB
ajote-3944	326	16	best	good	ADJ
ajote-3944	326	17	teachers	teacher	NOUN
ajote-3944	326	18	in	in	ADP
ajote-3944	326	19	disadvantaged	disadvantaged	ADJ
ajote-3944	326	20	regions	region	NOUN
ajote-3944	326	21	.	.	PUNCT
ajote-3944	327	1	understanding	understand	VERB
ajote-3944	327	2	the	the	DET
ajote-3944	327	3	relationships	relationship	NOUN
ajote-3944	327	4	between	between	ADP
ajote-3944	327	5	teacher	teacher	NOUN
ajote-3944	327	6	quality	quality	NOUN
ajote-3944	327	7	and	and	CCONJ
ajote-3944	327	8	sixth	sixth	ADJ
ajote-3944	327	9	grade	grade	NOUN
ajote-3944	327	10	students	student	NOUN
ajote-3944	327	11	’	'	PUNCT
ajote-3944	327	12	mathematics	mathematic	NOUN
ajote-3944	327	13	competencies	competency	NOUN
ajote-3944	327	14	in	in	ADP
ajote-3944	327	15	kenya	kenya	PROPN
ajote-3944	327	16	and	and	CCONJ
ajote-3944	327	17	zimbabwe	zimbabwe	ADJ
ajote-3944	327	18	87	87	NUM
ajote-3944	327	19	ajote	ajote	PROPN
ajote-3944	327	20	vol	vol	NOUN
ajote-3944	327	21	.	.	PUNCT
ajote-3944	328	1	7	7	X
ajote-3944	328	2	.	.	X
ajote-3944	328	3	no	no	INTJ
ajote-3944	328	4	.	.	NOUN
ajote-3944	328	5	1	1	NUM
ajote-3944	328	6	,	,	PUNCT
ajote-3944	328	7	pp	pp	ADJ
ajote-3944	328	8	.	.	PUNCT
ajote-3944	329	1	66	66	NUM
ajote-3944	329	2	-94	-94	PUNCT
ajote-3944	329	3	the	the	DET
ajote-3944	329	4	correlations	correlation	NOUN
ajote-3944	329	5	between	between	ADP
ajote-3944	329	6	the	the	DET
ajote-3944	329	7	teachers	teacher	NOUN
ajote-3944	329	8	’	'	PUNCT
ajote-3944	329	9	and	and	CCONJ
ajote-3944	329	10	students	student	NOUN
ajote-3944	329	11	’	’	PART
ajote-3944	329	12	mathematics	mathematic	NOUN
ajote-3944	329	13	competencies	competency	NOUN
ajote-3944	329	14	indicate	indicate	VERB
ajote-3944	329	15	that	that	SCONJ
ajote-3944	329	16	higher	high	ADJ
ajote-3944	329	17	teachers	teacher	NOUN
ajote-3944	329	18	’	'	PUNCT
ajote-3944	329	19	mathematics	mathematic	NOUN
ajote-3944	329	20	knowledge	knowledge	NOUN
ajote-3944	329	21	is	be	AUX
ajote-3944	329	22	beneficial	beneficial	ADJ
ajote-3944	329	23	for	for	ADP
ajote-3944	329	24	students	student	NOUN
ajote-3944	329	25	’	'	PUNCT
ajote-3944	329	26	development	development	NOUN
ajote-3944	329	27	of	of	ADP
ajote-3944	329	28	higher	high	ADJ
ajote-3944	329	29	mathematics	mathematic	NOUN
ajote-3944	329	30	competencies	competency	NOUN
ajote-3944	329	31	.	.	PUNCT
ajote-3944	330	1	however	however	ADV
ajote-3944	330	2	,	,	PUNCT
ajote-3944	330	3	the	the	DET
ajote-3944	330	4	average	average	ADJ
ajote-3944	330	5	students	student	NOUN
ajote-3944	330	6	’	’	PART
ajote-3944	330	7	mathematics	mathematic	NOUN
ajote-3944	330	8	competencies	competency	NOUN
ajote-3944	330	9	across	across	ADP
ajote-3944	330	10	the	the	DET
ajote-3944	330	11	sacmeq	sacmeq	NOUN
ajote-3944	330	12	countries	country	NOUN
ajote-3944	330	13	were	be	AUX
ajote-3944	330	14	between	between	ADP
ajote-3944	330	15	basic	basic	ADJ
ajote-3944	330	16	numeracy	numeracy	NOUN
ajote-3944	330	17	and	and	CCONJ
ajote-3944	330	18	beginning	begin	VERB
ajote-3944	330	19	numeracy	numeracy	NOUN
ajote-3944	330	20	.	.	PUNCT
ajote-3944	331	1	such	such	ADJ
ajote-3944	331	2	findings	finding	NOUN
ajote-3944	331	3	suggest	suggest	VERB
ajote-3944	331	4	that	that	SCONJ
ajote-3944	331	5	the	the	DET
ajote-3944	331	6	pedagogical	pedagogical	ADJ
ajote-3944	331	7	content	content	NOUN
ajote-3944	331	8	knowledge	knowledge	NOUN
ajote-3944	331	9	the	the	DET
ajote-3944	331	10	teachers	teacher	NOUN
ajote-3944	331	11	have	have	VERB
ajote-3944	331	12	is	be	AUX
ajote-3944	331	13	insufficient	insufficient	ADJ
ajote-3944	331	14	for	for	ADP
ajote-3944	331	15	teaching	teach	VERB
ajote-3944	331	16	high	high	ADJ
ajote-3944	331	17	-	-	PUNCT
ajote-3944	331	18	level	level	NOUN
ajote-3944	331	19	mathematics	mathematic	NOUN
ajote-3944	331	20	.	.	PUNCT
ajote-3944	332	1	also	also	ADV
ajote-3944	332	2	,	,	PUNCT
ajote-3944	332	3	it	it	PRON
ajote-3944	332	4	is	be	AUX
ajote-3944	332	5	possible	possible	ADJ
ajote-3944	332	6	that	that	SCONJ
ajote-3944	332	7	contextual	contextual	ADJ
ajote-3944	332	8	factors	factor	NOUN
ajote-3944	332	9	may	may	AUX
ajote-3944	332	10	influence	influence	VERB
ajote-3944	332	11	the	the	DET
ajote-3944	332	12	learning	learning	NOUN
ajote-3944	332	13	of	of	ADP
ajote-3944	332	14	mathematics	mathematic	NOUN
ajote-3944	332	15	across	across	ADP
ajote-3944	332	16	the	the	DET
ajote-3944	332	17	two	two	NUM
ajote-3944	332	18	countries	country	NOUN
ajote-3944	332	19	.	.	PUNCT
ajote-3944	333	1	such	such	ADJ
ajote-3944	333	2	factors	factor	NOUN
ajote-3944	333	3	could	could	AUX
ajote-3944	333	4	include	include	VERB
ajote-3944	333	5	the	the	DET
ajote-3944	333	6	information	information	NOUN
ajote-3944	333	7	available	available	ADJ
ajote-3944	333	8	in	in	ADP
ajote-3944	333	9	the	the	DET
ajote-3944	333	10	curriculum	curriculum	NOUN
ajote-3944	333	11	materials	material	NOUN
ajote-3944	333	12	,	,	PUNCT
ajote-3944	333	13	the	the	DET
ajote-3944	333	14	policies	policy	NOUN
ajote-3944	333	15	related	relate	VERB
ajote-3944	333	16	to	to	ADP
ajote-3944	333	17	grade	grade	NOUN
ajote-3944	333	18	-	-	PUNCT
ajote-3944	333	19	level	level	NOUN
ajote-3944	333	20	expectations	expectation	NOUN
ajote-3944	333	21	,	,	PUNCT
ajote-3944	333	22	and	and	CCONJ
ajote-3944	333	23	other	other	ADJ
ajote-3944	333	24	situational	situational	ADJ
ajote-3944	333	25	factors	factor	NOUN
ajote-3944	333	26	within	within	ADP
ajote-3944	333	27	the	the	DET
ajote-3944	333	28	schools	school	NOUN
ajote-3944	333	29	and	and	CCONJ
ajote-3944	333	30	countries	country	NOUN
ajote-3944	333	31	(	(	PUNCT
ajote-3944	333	32	hiebert	hiebert	PROPN
ajote-3944	333	33	&	&	CCONJ
ajote-3944	333	34	grouws	grouws	PROPN
ajote-3944	333	35	,	,	PUNCT
ajote-3944	333	36	2007	2007	NUM
ajote-3944	333	37	)	)	PUNCT
ajote-3944	333	38	.	.	PUNCT
ajote-3944	334	1	hiebert	hiebert	PROPN
ajote-3944	334	2	and	and	CCONJ
ajote-3944	334	3	grouws	grouw	NOUN
ajote-3944	334	4	(	(	PUNCT
ajote-3944	334	5	2007	2007	NUM
ajote-3944	334	6	)	)	PUNCT
ajote-3944	334	7	suggested	suggest	VERB
ajote-3944	334	8	that	that	SCONJ
ajote-3944	334	9	teachers	teacher	NOUN
ajote-3944	334	10	might	might	AUX
ajote-3944	334	11	have	have	VERB
ajote-3944	334	12	challenges	challenge	NOUN
ajote-3944	334	13	“	"	PUNCT
ajote-3944	334	14	enacting	enact	VERB
ajote-3944	334	15	complex	complex	ADJ
ajote-3944	334	16	skills	skill	NOUN
ajote-3944	334	17	even	even	ADV
ajote-3944	334	18	when	when	SCONJ
ajote-3944	334	19	known	know	VERB
ajote-3944	334	20	by	by	ADP
ajote-3944	334	21	the	the	DET
ajote-3944	334	22	teachers	teacher	NOUN
ajote-3944	334	23	(	(	PUNCT
ajote-3944	334	24	p.393	p.393	NOUN
ajote-3944	334	25	)	)	PUNCT
ajote-3944	334	26	”	"	PUNCT
ajote-3944	334	27	.	.	PUNCT
ajote-3944	335	1	indeed	indeed	ADV
ajote-3944	335	2	,	,	PUNCT
ajote-3944	335	3	pedagogical	pedagogical	ADJ
ajote-3944	335	4	knowledge	knowledge	NOUN
ajote-3944	335	5	is	be	AUX
ajote-3944	335	6	a	a	DET
ajote-3944	335	7	challenge	challenge	NOUN
ajote-3944	335	8	in	in	ADP
ajote-3944	335	9	botswana	botswana	PROPN
ajote-3944	335	10	and	and	CCONJ
ajote-3944	335	11	south	south	PROPN
ajote-3944	335	12	africa	africa	PROPN
ajote-3944	335	13	.	.	PUNCT
ajote-3944	336	1	(	(	PUNCT
ajote-3944	336	2	sapire	sapire	NOUN
ajote-3944	336	3	&	&	CCONJ
ajote-3944	336	4	sorto	sorto	PROPN
ajote-3944	336	5	,	,	PUNCT
ajote-3944	336	6	2012	2012	NUM
ajote-3944	336	7	)	)	PUNCT
ajote-3944	336	8	.	.	PUNCT
ajote-3944	337	1	therefore	therefore	ADV
ajote-3944	337	2	,	,	PUNCT
ajote-3944	337	3	although	although	SCONJ
ajote-3944	337	4	these	these	DET
ajote-3944	337	5	teachers	teacher	NOUN
ajote-3944	337	6	seem	seem	VERB
ajote-3944	337	7	to	to	PART
ajote-3944	337	8	have	have	VERB
ajote-3944	337	9	the	the	DET
ajote-3944	337	10	content	content	ADJ
ajote-3944	337	11	knowledge	knowledge	NOUN
ajote-3944	337	12	on	on	ADP
ajote-3944	337	13	higher	high	ADJ
ajote-3944	337	14	order	order	NOUN
ajote-3944	337	15	skills	skill	NOUN
ajote-3944	337	16	,	,	PUNCT
ajote-3944	337	17	they	they	PRON
ajote-3944	337	18	need	need	VERB
ajote-3944	337	19	pre	pre	ADJ
ajote-3944	337	20	-	-	NOUN
ajote-3944	337	21	service	service	NOUN
ajote-3944	337	22	and	and	CCONJ
ajote-3944	337	23	in	in	ADP
ajote-3944	337	24	-	-	PUNCT
ajote-3944	337	25	service	service	NOUN
ajote-3944	337	26	programs	program	NOUN
ajote-3944	337	27	that	that	PRON
ajote-3944	337	28	emphasize	emphasize	VERB
ajote-3944	337	29	the	the	DET
ajote-3944	337	30	teaching	teaching	NOUN
ajote-3944	337	31	of	of	ADP
ajote-3944	337	32	higher	high	ADJ
ajote-3944	337	33	order	order	NOUN
ajote-3944	337	34	skills	skill	NOUN
ajote-3944	337	35	in	in	ADP
ajote-3944	337	36	the	the	DET
ajote-3944	337	37	elementary	elementary	ADJ
ajote-3944	337	38	grades	grade	NOUN
ajote-3944	337	39	.	.	PUNCT
ajote-3944	338	1	an	an	DET
ajote-3944	338	2	interesting	interesting	ADJ
ajote-3944	338	3	facet	facet	NOUN
ajote-3944	338	4	of	of	ADP
ajote-3944	338	5	the	the	DET
ajote-3944	338	6	analysis	analysis	NOUN
ajote-3944	338	7	was	be	AUX
ajote-3944	338	8	the	the	DET
ajote-3944	338	9	negative	negative	ADJ
ajote-3944	338	10	relationship	relationship	NOUN
ajote-3944	338	11	between	between	ADP
ajote-3944	338	12	students	student	NOUN
ajote-3944	338	13	’	’	PART
ajote-3944	338	14	competency	competency	NOUN
ajote-3944	338	15	levels	level	NOUN
ajote-3944	338	16	and	and	CCONJ
ajote-3944	338	17	their	their	PRON
ajote-3944	338	18	teachers	teacher	NOUN
ajote-3944	338	19	’	’	PART
ajote-3944	338	20	attendance	attendance	NOUN
ajote-3944	338	21	of	of	ADP
ajote-3944	338	22	professional	professional	ADJ
ajote-3944	338	23	development	development	NOUN
ajote-3944	338	24	.	.	PUNCT
ajote-3944	339	1	similarly	similarly	ADV
ajote-3944	339	2	,	,	PUNCT
ajote-3944	339	3	harris	harris	PROPN
ajote-3944	339	4	and	and	CCONJ
ajote-3944	339	5	sass	sass	PROPN
ajote-3944	339	6	(	(	PUNCT
ajote-3944	339	7	2011	2011	NUM
ajote-3944	339	8	)	)	PUNCT
ajote-3944	339	9	found	find	VERB
ajote-3944	339	10	that	that	SCONJ
ajote-3944	339	11	in	in	ADP
ajote-3944	339	12	-	-	PUNCT
ajote-3944	339	13	service	service	NOUN
ajote-3944	339	14	professional	professional	ADJ
ajote-3944	339	15	development	development	NOUN
ajote-3944	339	16	for	for	ADP
ajote-3944	339	17	teachers	teacher	NOUN
ajote-3944	339	18	in	in	ADP
ajote-3944	339	19	florida	florida	PROPN
ajote-3944	339	20	did	do	AUX
ajote-3944	339	21	not	not	PART
ajote-3944	339	22	help	help	VERB
ajote-3944	339	23	to	to	PART
ajote-3944	339	24	improve	improve	VERB
ajote-3944	339	25	students	student	NOUN
ajote-3944	339	26	’	’	PART
ajote-3944	339	27	mathematics	mathematic	NOUN
ajote-3944	339	28	achievement	achievement	NOUN
ajote-3944	339	29	.	.	PUNCT
ajote-3944	340	1	they	they	PRON
ajote-3944	340	2	pointed	point	VERB
ajote-3944	340	3	to	to	ADP
ajote-3944	340	4	lack	lack	NOUN
ajote-3944	340	5	of	of	ADP
ajote-3944	340	6	resources	resource	NOUN
ajote-3944	340	7	and	and	CCONJ
ajote-3944	340	8	need	need	VERB
ajote-3944	340	9	for	for	ADP
ajote-3944	340	10	more	more	ADJ
ajote-3944	340	11	pedagogical	pedagogical	ADJ
ajote-3944	340	12	training	training	NOUN
ajote-3944	340	13	in	in	ADP
ajote-3944	340	14	the	the	DET
ajote-3944	340	15	professional	professional	ADJ
ajote-3944	340	16	development	development	NOUN
ajote-3944	340	17	provided	provide	VERB
ajote-3944	340	18	.	.	PUNCT
ajote-3944	341	1	in	in	ADP
ajote-3944	341	2	the	the	DET
ajote-3944	341	3	kenyan	kenyan	PROPN
ajote-3944	341	4	and	and	CCONJ
ajote-3944	341	5	zimbabwean	zimbabwean	ADJ
ajote-3944	341	6	context	context	NOUN
ajote-3944	341	7	,	,	PUNCT
ajote-3944	341	8	it	it	PRON
ajote-3944	341	9	is	be	AUX
ajote-3944	341	10	possible	possible	ADJ
ajote-3944	341	11	the	the	DET
ajote-3944	341	12	content	content	NOUN
ajote-3944	341	13	provided	provide	VERB
ajote-3944	341	14	is	be	AUX
ajote-3944	341	15	not	not	PART
ajote-3944	341	16	teacher	teacher	NOUN
ajote-3944	341	17	-	-	PUNCT
ajote-3944	341	18	directed	direct	VERB
ajote-3944	341	19	or	or	CCONJ
ajote-3944	341	20	does	do	AUX
ajote-3944	341	21	not	not	PART
ajote-3944	341	22	relate	relate	VERB
ajote-3944	341	23	to	to	ADP
ajote-3944	341	24	the	the	DET
ajote-3944	341	25	needs	need	NOUN
ajote-3944	341	26	of	of	ADP
ajote-3944	341	27	the	the	DET
ajote-3944	341	28	teachers	teacher	NOUN
ajote-3944	341	29	.	.	PUNCT
ajote-3944	342	1	the	the	DET
ajote-3944	342	2	fact	fact	NOUN
ajote-3944	342	3	that	that	SCONJ
ajote-3944	342	4	the	the	DET
ajote-3944	342	5	teachers	teacher	NOUN
ajote-3944	342	6	’	’	PART
ajote-3944	342	7	professional	professional	ADJ
ajote-3944	342	8	development	development	NOUN
ajote-3944	342	9	attendance	attendance	NOUN
ajote-3944	342	10	was	be	AUX
ajote-3944	342	11	negatively	negatively	ADV
ajote-3944	342	12	related	relate	VERB
ajote-3944	342	13	to	to	ADP
ajote-3944	342	14	the	the	DET
ajote-3944	342	15	students	student	NOUN
ajote-3944	342	16	’	’	PART
ajote-3944	342	17	mathematics	mathematic	NOUN
ajote-3944	342	18	competencies	competency	NOUN
ajote-3944	342	19	supports	support	VERB
ajote-3944	342	20	the	the	DET
ajote-3944	342	21	notion	notion	NOUN
ajote-3944	342	22	that	that	SCONJ
ajote-3944	342	23	discussions	discussion	NOUN
ajote-3944	342	24	of	of	ADP
ajote-3944	342	25	topics	topic	NOUN
ajote-3944	342	26	on	on	ADP
ajote-3944	342	27	pedagogy	pedagogy	NOUN
ajote-3944	342	28	could	could	AUX
ajote-3944	342	29	be	be	AUX
ajote-3944	342	30	lacking	lack	VERB
ajote-3944	342	31	in	in	ADP
ajote-3944	342	32	these	these	DET
ajote-3944	342	33	forums	forum	NOUN
ajote-3944	342	34	as	as	SCONJ
ajote-3944	342	35	suggested	suggest	VERB
ajote-3944	342	36	by	by	ADP
ajote-3944	342	37	harris	harris	PROPN
ajote-3944	342	38	and	and	CCONJ
ajote-3944	342	39	sass	sass	PROPN
ajote-3944	342	40	(	(	PUNCT
ajote-3944	342	41	2011	2011	NUM
ajote-3944	342	42	)	)	PUNCT
ajote-3944	342	43	.	.	PUNCT
ajote-3944	343	1	lack	lack	NOUN
ajote-3944	343	2	of	of	ADP
ajote-3944	343	3	teacher	teacher	NOUN
ajote-3944	343	4	input	input	NOUN
ajote-3944	343	5	could	could	AUX
ajote-3944	343	6	lead	lead	VERB
ajote-3944	343	7	to	to	ADP
ajote-3944	343	8	the	the	DET
ajote-3944	343	9	adoption	adoption	NOUN
ajote-3944	343	10	of	of	ADP
ajote-3944	343	11	inappropriate	inappropriate	ADJ
ajote-3944	343	12	policies	policy	NOUN
ajote-3944	343	13	for	for	ADP
ajote-3944	343	14	professional	professional	ADJ
ajote-3944	343	15	development	development	NOUN
ajote-3944	343	16	and	and	CCONJ
ajote-3944	343	17	could	could	AUX
ajote-3944	343	18	also	also	ADV
ajote-3944	343	19	be	be	AUX
ajote-3944	343	20	demoralizing	demoralizing	ADJ
ajote-3944	343	21	to	to	ADP
ajote-3944	343	22	the	the	DET
ajote-3944	343	23	teachers	teacher	NOUN
ajote-3944	343	24	(	(	PUNCT
ajote-3944	343	25	unesco	unesco	PROPN
ajote-3944	343	26	,	,	PUNCT
ajote-3944	343	27	2006	2006	NUM
ajote-3944	343	28	)	)	PUNCT
ajote-3944	343	29	.	.	PUNCT
ajote-3944	344	1	as	as	ADP
ajote-3944	344	2	such	such	ADJ
ajote-3944	344	3	,	,	PUNCT
ajote-3944	344	4	teachers	teacher	NOUN
ajote-3944	344	5	are	be	AUX
ajote-3944	344	6	likely	likely	ADJ
ajote-3944	344	7	not	not	PART
ajote-3944	344	8	to	to	PART
ajote-3944	344	9	use	use	VERB
ajote-3944	344	10	the	the	DET
ajote-3944	344	11	knowledge	knowledge	NOUN
ajote-3944	344	12	gathered	gather	VERB
ajote-3944	344	13	from	from	ADP
ajote-3944	344	14	the	the	DET
ajote-3944	344	15	professiona	professiona	PROPN
ajote-3944	344	16	l	l	PROPN
ajote-3944	344	17	development	development	NOUN
ajote-3944	344	18	forums	forum	NOUN
ajote-3944	344	19	if	if	SCONJ
ajote-3944	344	20	the	the	DET
ajote-3944	344	21	content	content	NOUN
ajote-3944	344	22	is	be	AUX
ajote-3944	344	23	not	not	PART
ajote-3944	344	24	relevant	relevant	ADJ
ajote-3944	344	25	.	.	PUNCT
ajote-3944	345	1	additionally	additionally	ADV
ajote-3944	345	2	,	,	PUNCT
ajote-3944	345	3	the	the	DET
ajote-3944	345	4	personnel	personnel	NOUN
ajote-3944	345	5	providing	provide	VERB
ajote-3944	345	6	these	these	DET
ajote-3944	345	7	forums	forum	NOUN
ajote-3944	345	8	should	should	AUX
ajote-3944	345	9	ensure	ensure	VERB
ajote-3944	345	10	equitable	equitable	ADJ
ajote-3944	345	11	access	access	NOUN
ajote-3944	345	12	to	to	ADP
ajote-3944	345	13	these	these	DET
ajote-3944	345	14	inservice	inservice	NOUN
ajote-3944	345	15	needs	need	NOUN
ajote-3944	345	16	across	across	ADP
ajote-3944	345	17	the	the	DET
ajote-3944	345	18	regions	region	NOUN
ajote-3944	345	19	in	in	ADP
ajote-3944	345	20	the	the	DET
ajote-3944	345	21	two	two	NUM
ajote-3944	345	22	countries	country	NOUN
ajote-3944	345	23	.	.	PUNCT
ajote-3944	346	1	although	although	SCONJ
ajote-3944	346	2	the	the	DET
ajote-3944	346	3	findings	finding	NOUN
ajote-3944	346	4	on	on	ADP
ajote-3944	346	5	the	the	DET
ajote-3944	346	6	relationships	relationship	NOUN
ajote-3944	346	7	between	between	ADP
ajote-3944	346	8	professional	professional	ADJ
ajote-3944	346	9	development	development	NOUN
ajote-3944	346	10	and	and	CCONJ
ajote-3944	346	11	students	student	NOUN
ajote-3944	346	12	’	’	PART
ajote-3944	346	13	mathematics	mathematic	NOUN
ajote-3944	346	14	competencies	competency	NOUN
ajote-3944	346	15	were	be	AUX
ajote-3944	346	16	negative	negative	ADJ
ajote-3944	346	17	ly	ly	ADP
ajote-3944	346	18	significant	significant	ADJ
ajote-3944	346	19	in	in	ADP
ajote-3944	346	20	the	the	DET
ajote-3944	346	21	model	model	NOUN
ajote-3944	346	22	,	,	PUNCT
ajote-3944	346	23	the	the	DET
ajote-3944	346	24	teachers	teacher	NOUN
ajote-3944	346	25	in	in	ADP
ajote-3944	346	26	kenya	kenya	PROPN
ajote-3944	346	27	seemed	seem	VERB
ajote-3944	346	28	to	to	PART
ajote-3944	346	29	have	have	VERB
ajote-3944	346	30	more	more	ADJ
ajote-3944	346	31	professional	professional	ADJ
ajote-3944	346	32	development	development	NOUN
ajote-3944	346	33	opportunities	opportunity	NOUN
ajote-3944	346	34	than	than	ADP
ajote-3944	346	35	the	the	DET
ajote-3944	346	36	teachers	teacher	NOUN
ajote-3944	346	37	in	in	ADP
ajote-3944	346	38	zimbabwe	zimbabwe	PROPN
ajote-3944	346	39	.	.	PUNCT
ajote-3944	347	1	the	the	DET
ajote-3944	347	2	reports	report	NOUN
ajote-3944	347	3	from	from	ADP
ajote-3944	347	4	the	the	DET
ajote-3944	347	5	teachers	teacher	NOUN
ajote-3944	347	6	from	from	ADP
ajote-3944	347	7	northeastern	northeastern	ADJ
ajote-3944	347	8	,	,	PUNCT
ajote-3944	347	9	eastern	eastern	ADJ
ajote-3944	347	10	rachel	rachel	PROPN
ajote-3944	347	11	angela	angela	PROPN
ajote-3944	347	12	ayieko	ayieko	PROPN
ajote-3944	347	13	,	,	PUNCT
ajote-3944	347	14	gibbs	gibbs	PROPN
ajote-3944	347	15	kanyongo	kanyongo	PROPN
ajote-3944	347	16	,	,	PUNCT
ajote-3944	347	17	bryan	bryan	PROPN
ajote-3944	347	18	nelson	nelson	PROPN
ajote-3944	347	19	88	88	NUM
ajote-3944	347	20	ajote	ajote	PROPN
ajote-3944	347	21	vol	vol	NOUN
ajote-3944	347	22	.	.	PUNCT
ajote-3944	348	1	7	7	X
ajote-3944	348	2	.	.	X
ajote-3944	348	3	no	no	INTJ
ajote-3944	348	4	.	.	NOUN
ajote-3944	348	5	1	1	NUM
ajote-3944	348	6	,	,	PUNCT
ajote-3944	348	7	pp	pp	ADJ
ajote-3944	348	8	.	.	PUNCT
ajote-3944	349	1	66	66	NUM
ajote-3944	349	2	-94	-94	PUNCT
ajote-3944	349	3	and	and	CCONJ
ajote-3944	349	4	nyanza	nyanza	ADJ
ajote-3944	349	5	regions	region	NOUN
ajote-3944	349	6	in	in	ADP
ajote-3944	349	7	kenya	kenya	PROPN
ajote-3944	349	8	and	and	CCONJ
ajote-3944	349	9	mashonaland	mashonaland	NOUN
ajote-3944	349	10	central	central	NOUN
ajote-3944	349	11	and	and	CCONJ
ajote-3944	349	12	matabeleland	matabeleland	X
ajote-3944	349	13	south	south	ADV
ajote-3944	349	14	in	in	ADP
ajote-3944	349	15	zimbabwe	zimbabwe	PROPN
ajote-3944	349	16	indicate	indicate	VERB
ajote-3944	349	17	they	they	PRON
ajote-3944	349	18	hardly	hardly	ADV
ajote-3944	349	19	had	have	VERB
ajote-3944	349	20	in	in	ADP
ajote-3944	349	21	-	-	PUNCT
ajote-3944	349	22	service	service	NOUN
ajote-3944	349	23	courses	course	NOUN
ajote-3944	349	24	.	.	PUNCT
ajote-3944	350	1	therefore	therefore	ADV
ajote-3944	350	2	,	,	PUNCT
ajote-3944	350	3	most	most	ADJ
ajote-3944	350	4	of	of	ADP
ajote-3944	350	5	the	the	DET
ajote-3944	350	6	teachers	teacher	NOUN
ajote-3944	350	7	in	in	ADP
ajote-3944	350	8	these	these	DET
ajote-3944	350	9	provinces	province	NOUN
ajote-3944	350	10	have	have	AUX
ajote-3944	350	11	missed	miss	VERB
ajote-3944	350	12	opportunities	opportunity	NOUN
ajote-3944	350	13	for	for	ADP
ajote-3944	350	14	continued	continue	VERB
ajote-3944	350	15	self	self	NOUN
ajote-3944	350	16	-	-	PUNCT
ajote-3944	350	17	development	development	NOUN
ajote-3944	350	18	,	,	PUNCT
ajote-3944	350	19	yet	yet	CCONJ
ajote-3944	350	20	studies	study	NOUN
ajote-3944	350	21	on	on	ADP
ajote-3944	350	22	teacher	teacher	NOUN
ajote-3944	350	23	quality	quality	NOUN
ajote-3944	350	24	document	document	NOUN
ajote-3944	350	25	that	that	PRON
ajote-3944	350	26	teacher	teacher	NOUN
ajote-3944	350	27	education	education	NOUN
ajote-3944	350	28	programs	program	NOUN
ajote-3944	350	29	curriculum	curriculum	NOUN
ajote-3944	350	30	could	could	AUX
ajote-3944	350	31	be	be	AUX
ajote-3944	350	32	lacking	lack	VERB
ajote-3944	350	33	in	in	ADP
ajote-3944	350	34	supporting	support	VERB
ajote-3944	350	35	teachers	teacher	NOUN
ajote-3944	350	36	to	to	PART
ajote-3944	350	37	learn	learn	VERB
ajote-3944	350	38	skills	skill	NOUN
ajote-3944	350	39	that	that	PRON
ajote-3944	350	40	can	can	AUX
ajote-3944	350	41	improve	improve	VERB
ajote-3944	350	42	students	student	NOUN
ajote-3944	350	43	’	'	PUNCT
ajote-3944	350	44	achievement	achievement	NOUN
ajote-3944	350	45	(	(	PUNCT
ajote-3944	350	46	e.g.	e.g.	ADV
ajote-3944	350	47	harris	harris	PROPN
ajote-3944	350	48	&	&	CCONJ
ajote-3944	350	49	sass	sass	PROPN
ajote-3944	350	50	,	,	PUNCT
ajote-3944	350	51	2011	2011	NUM
ajote-3944	350	52	)	)	PUNCT
ajote-3944	350	53	.	.	PUNCT
ajote-3944	351	1	as	as	ADP
ajote-3944	351	2	such	such	ADJ
ajote-3944	351	3	,	,	PUNCT
ajote-3944	351	4	the	the	DET
ajote-3944	351	5	teachers	teacher	NOUN
ajote-3944	351	6	’	’	PART
ajote-3944	351	7	lack	lack	NOUN
ajote-3944	351	8	of	of	ADP
ajote-3944	351	9	participation	participation	NOUN
ajote-3944	351	10	in	in	ADP
ajote-3944	351	11	professional	professional	ADJ
ajote-3944	351	12	development	development	NOUN
ajote-3944	351	13	suggests	suggest	VERB
ajote-3944	351	14	that	that	SCONJ
ajote-3944	351	15	the	the	DET
ajote-3944	351	16	gaps	gap	NOUN
ajote-3944	351	17	they	they	PRON
ajote-3944	351	18	bring	bring	VERB
ajote-3944	351	19	to	to	ADP
ajote-3944	351	20	their	their	PRON
ajote-3944	351	21	classrooms	classroom	NOUN
ajote-3944	351	22	after	after	ADP
ajote-3944	351	23	graduating	graduate	VERB
ajote-3944	351	24	from	from	ADP
ajote-3944	351	25	their	their	PRON
ajote-3944	351	26	teacher	teacher	NOUN
ajote-3944	351	27	preparation	preparation	NOUN
ajote-3944	351	28	programs	program	NOUN
ajote-3944	351	29	are	be	AUX
ajote-3944	351	30	still	still	ADV
ajote-3944	351	31	present	present	ADJ
ajote-3944	351	32	.	.	PUNCT
ajote-3944	352	1	teachers	teacher	NOUN
ajote-3944	352	2	’	'	PUNCT
ajote-3944	352	3	permanent	permanent	ADJ
ajote-3944	352	4	employment	employment	NOUN
ajote-3944	352	5	status	status	NOUN
ajote-3944	352	6	was	be	AUX
ajote-3944	352	7	negatively	negatively	ADV
ajote-3944	352	8	related	relate	VERB
ajote-3944	352	9	to	to	ADP
ajote-3944	352	10	students	student	NOUN
ajote-3944	352	11	’	’	PART
ajote-3944	352	12	mathematics	mathematic	NOUN
ajote-3944	352	13	competencies	competency	NOUN
ajote-3944	352	14	.	.	PUNCT
ajote-3944	353	1	perhaps	perhaps	ADV
ajote-3944	353	2	teachers	teacher	NOUN
ajote-3944	353	3	who	who	PRON
ajote-3944	353	4	have	have	VERB
ajote-3944	353	5	job	job	NOUN
ajote-3944	353	6	security	security	NOUN
ajote-3944	353	7	put	put	VERB
ajote-3944	353	8	less	less	ADJ
ajote-3944	353	9	effort	effort	NOUN
ajote-3944	353	10	in	in	ADP
ajote-3944	353	11	supporting	support	VERB
ajote-3944	353	12	their	their	PRON
ajote-3944	353	13	students	student	NOUN
ajote-3944	353	14	to	to	PART
ajote-3944	353	15	develop	develop	VERB
ajote-3944	353	16	higher	high	ADJ
ajote-3944	353	17	order	order	NOUN
ajote-3944	353	18	skills	skill	NOUN
ajote-3944	353	19	.	.	PUNCT
ajote-3944	354	1	indeed	indeed	ADV
ajote-3944	354	2	,	,	PUNCT
ajote-3944	354	3	other	other	ADJ
ajote-3944	354	4	situational	situational	ADJ
ajote-3944	354	5	factors	factor	NOUN
ajote-3944	354	6	that	that	PRON
ajote-3944	354	7	might	might	AUX
ajote-3944	354	8	include	include	VERB
ajote-3944	354	9	,	,	PUNCT
ajote-3944	354	10	but	but	CCONJ
ajote-3944	354	11	are	be	AUX
ajote-3944	354	12	not	not	PART
ajote-3944	354	13	limited	limit	VERB
ajote-3944	354	14	to	to	PART
ajote-3944	354	15	access	access	NOUN
ajote-3944	354	16	to	to	ADP
ajote-3944	354	17	teaching	teach	VERB
ajote-3944	354	18	materials	material	NOUN
ajote-3944	354	19	,	,	PUNCT
ajote-3944	354	20	school	school	NOUN
ajote-3944	354	21	policies	policy	NOUN
ajote-3944	354	22	or	or	CCONJ
ajote-3944	354	23	student	student	NOUN
ajote-3944	354	24	populations	population	NOUN
ajote-3944	354	25	could	could	AUX
ajote-3944	354	26	be	be	AUX
ajote-3944	354	27	a	a	DET
ajote-3944	354	28	contributing	contribute	VERB
ajote-3944	354	29	factor	factor	NOUN
ajote-3944	354	30	to	to	ADP
ajote-3944	354	31	permanent	permanent	ADJ
ajote-3944	354	32	status	status	NOUN
ajote-3944	354	33	being	be	AUX
ajote-3944	354	34	a	a	DET
ajote-3944	354	35	factor	factor	NOUN
ajote-3944	354	36	that	that	PRON
ajote-3944	354	37	does	do	AUX
ajote-3944	354	38	not	not	PART
ajote-3944	354	39	improve	improve	VERB
ajote-3944	354	40	students	student	NOUN
ajote-3944	354	41	’	’	PART
ajote-3944	354	42	mathematics	mathematic	NOUN
ajote-3944	354	43	competencies	competency	NOUN
ajote-3944	354	44	.	.	PUNCT
ajote-3944	355	1	perhaps	perhaps	ADV
ajote-3944	355	2	the	the	DET
ajote-3944	355	3	introduction	introduction	NOUN
ajote-3944	355	4	of	of	ADP
ajote-3944	355	5	school	school	NOUN
ajote-3944	355	6	-	-	PUNCT
ajote-3944	355	7	based	base	VERB
ajote-3944	355	8	in	in	ADP
ajote-3944	355	9	-	-	PUNCT
ajote-3944	355	10	service	service	NOUN
ajote-3944	355	11	courses	course	NOUN
ajote-3944	355	12	for	for	ADP
ajote-3944	355	13	the	the	DET
ajote-3944	355	14	permanent	permanent	ADJ
ajote-3944	355	15	government	government	NOUN
ajote-3944	355	16	employed	employ	VERB
ajote-3944	355	17	teachers	teacher	NOUN
ajote-3944	355	18	would	would	AUX
ajote-3944	355	19	be	be	AUX
ajote-3944	355	20	a	a	DET
ajote-3944	355	21	step	step	NOUN
ajote-3944	355	22	towards	towards	ADP
ajote-3944	355	23	improving	improve	VERB
ajote-3944	355	24	students	student	NOUN
ajote-3944	355	25	learning	learn	VERB
ajote-3944	355	26	of	of	ADP
ajote-3944	355	27	higher	high	ADJ
ajote-3944	355	28	order	order	NOUN
ajote-3944	355	29	skills	skill	NOUN
ajote-3944	355	30	in	in	ADP
ajote-3944	355	31	mathematics	mathematics	PROPN
ajote-3944	355	32	(	(	PUNCT
ajote-3944	355	33	unesco	unesco	PROPN
ajote-3944	355	34	,	,	PUNCT
ajote-3944	355	35	2006	2006	NUM
ajote-3944	355	36	)	)	PUNCT
ajote-3944	355	37	.	.	PUNCT
ajote-3944	356	1	additionally	additionally	ADV
ajote-3944	356	2	,	,	PUNCT
ajote-3944	356	3	the	the	DET
ajote-3944	356	4	unesco	unesco	PROPN
ajote-3944	356	5	report	report	PROPN
ajote-3944	356	6	(	(	PUNCT
ajote-3944	356	7	2006	2006	NUM
ajote-3944	356	8	)	)	PUNCT
ajote-3944	356	9	points	point	NOUN
ajote-3944	356	10	to	to	ADP
ajote-3944	356	11	having	have	VERB
ajote-3944	356	12	policies	policy	NOUN
ajote-3944	356	13	for	for	ADP
ajote-3944	356	14	professional	professional	ADJ
ajote-3944	356	15	development	development	NOUN
ajote-3944	356	16	for	for	ADP
ajote-3944	356	17	teachers	teacher	NOUN
ajote-3944	356	18	with	with	ADP
ajote-3944	356	19	permanent	permanent	ADJ
ajote-3944	356	20	government	government	NOUN
ajote-3944	356	21	employment	employment	NOUN
ajote-3944	356	22	status	status	NOUN
ajote-3944	356	23	so	so	SCONJ
ajote-3944	356	24	that	that	SCONJ
ajote-3944	356	25	they	they	PRON
ajote-3944	356	26	all	all	PRON
ajote-3944	356	27	meet	meet	VERB
ajote-3944	356	28	the	the	DET
ajote-3944	356	29	minimum	minimum	ADJ
ajote-3944	356	30	teacher	teacher	NOUN
ajote-3944	356	31	qualification	qualification	NOUN
ajote-3944	356	32	requirements	requirement	NOUN
ajote-3944	356	33	.	.	PUNCT
ajote-3944	357	1	overall	overall	ADJ
ajote-3944	357	2	,	,	PUNCT
ajote-3944	357	3	students	student	NOUN
ajote-3944	357	4	and	and	CCONJ
ajote-3944	357	5	teachers	teacher	NOUN
ajote-3944	357	6	in	in	ADP
ajote-3944	357	7	kenya	kenya	PROPN
ajote-3944	357	8	had	have	VERB
ajote-3944	357	9	higher	high	ADJ
ajote-3944	357	10	mathematics	mathematic	NOUN
ajote-3944	357	11	competencies	competency	NOUN
ajote-3944	357	12	than	than	ADP
ajote-3944	357	13	their	their	PRON
ajote-3944	357	14	counterparts	counterpart	NOUN
ajote-3944	357	15	in	in	ADP
ajote-3944	357	16	zimbabwe	zimbabwe	PROPN
ajote-3944	357	17	.	.	PUNCT
ajote-3944	358	1	kenya	kenya	PROPN
ajote-3944	358	2	’s	’s	PART
ajote-3944	358	3	education	education	NOUN
ajote-3944	358	4	system	system	NOUN
ajote-3944	358	5	has	have	AUX
ajote-3944	358	6	been	be	AUX
ajote-3944	358	7	rapidly	rapidly	ADV
ajote-3944	358	8	developing	develop	VERB
ajote-3944	358	9	through	through	ADP
ajote-3944	358	10	the	the	DET
ajote-3944	358	11	support	support	NOUN
ajote-3944	358	12	of	of	ADP
ajote-3944	358	13	agencies	agency	NOUN
ajote-3944	358	14	such	such	ADJ
ajote-3944	358	15	as	as	ADP
ajote-3944	358	16	the	the	DET
ajote-3944	358	17	japan	japan	PROPN
ajote-3944	358	18	international	international	PROPN
ajote-3944	358	19	cooperation	cooperation	PROPN
ajote-3944	358	20	agency	agency	PROPN
ajote-3944	358	21	(	(	PUNCT
ajote-3944	358	22	jica	jica	PROPN
ajote-3944	358	23	)	)	PUNCT
ajote-3944	358	24	,	,	PUNCT
ajote-3944	358	25	which	which	PRON
ajote-3944	358	26	was	be	AUX
ajote-3944	358	27	present	present	ADJ
ajote-3944	358	28	in	in	ADP
ajote-3944	358	29	kenya	kenya	NOUN
ajote-3944	358	30	between	between	ADP
ajote-3944	358	31	1998	1998	NUM
ajote-3944	358	32	-	-	SYM
ajote-3944	358	33	2013	2013	NUM
ajote-3944	358	34	.	.	PUNCT
ajote-3944	359	1	jica	jica	PROPN
ajote-3944	359	2	supports	support	VERB
ajote-3944	359	3	in	in	ADP
ajote-3944	359	4	-	-	PUNCT
ajote-3944	359	5	service	service	NOUN
ajote-3944	359	6	primary	primary	ADJ
ajote-3944	359	7	and	and	CCONJ
ajote-3944	359	8	secondary	secondary	ADJ
ajote-3944	359	9	teacher	teacher	NOUN
ajote-3944	359	10	professiona	professiona	PROPN
ajote-3944	359	11	l	l	PROPN
ajote-3944	359	12	development	development	NOUN
ajote-3944	359	13	in	in	ADP
ajote-3944	359	14	mathematics	mathematic	NOUN
ajote-3944	359	15	and	and	CCONJ
ajote-3944	359	16	science	science	NOUN
ajote-3944	359	17	and	and	CCONJ
ajote-3944	359	18	was	be	AUX
ajote-3944	359	19	divided	divide	VERB
ajote-3944	359	20	into	into	ADP
ajote-3944	359	21	three	three	NUM
ajote-3944	359	22	phases	phase	NOUN
ajote-3944	359	23	to	to	PART
ajote-3944	359	24	support	support	VERB
ajote-3944	359	25	teachers	teacher	NOUN
ajote-3944	359	26	(	(	PUNCT
ajote-3944	359	27	ishihara	ishihara	PROPN
ajote-3944	359	28	,	,	PUNCT
ajote-3944	359	29	2012	2012	NUM
ajote-3944	359	30	;	;	PUNCT
ajote-3944	359	31	jica	jica	PROPN
ajote-3944	359	32	2013	2013	NUM
ajote-3944	359	33	)	)	PUNCT
ajote-3944	359	34	.	.	PUNCT
ajote-3944	360	1	the	the	DET
ajote-3944	360	2	first	first	ADJ
ajote-3944	360	3	phase	phase	NOUN
ajote-3944	360	4	,	,	PUNCT
ajote-3944	360	5	strengthening	strengthening	NOUN
ajote-3944	360	6	of	of	ADP
ajote-3944	360	7	mathematics	mathematic	NOUN
ajote-3944	360	8	and	and	CCONJ
ajote-3944	360	9	science	science	NOUN
ajote-3944	360	10	in	in	ADP
ajote-3944	360	11	secondary	secondary	ADJ
ajote-3944	360	12	education	education	NOUN
ajote-3944	360	13	(	(	PUNCT
ajote-3944	360	14	smasse	smasse	NOUN
ajote-3944	360	15	)	)	PUNCT
ajote-3944	360	16	focused	focus	VERB
ajote-3944	360	17	on	on	ADP
ajote-3944	360	18	nine	nine	NUM
ajote-3944	360	19	districts	district	NOUN
ajote-3944	360	20	and	and	CCONJ
ajote-3944	360	21	the	the	DET
ajote-3944	360	22	second	second	ADJ
ajote-3944	360	23	phase	phase	NOUN
ajote-3944	360	24	expanded	expand	VERB
ajote-3944	360	25	to	to	ADP
ajote-3944	360	26	all	all	DET
ajote-3944	360	27	districts	district	NOUN
ajote-3944	360	28	within	within	ADP
ajote-3944	360	29	kenya	kenya	PROPN
ajote-3944	360	30	and	and	CCONJ
ajote-3944	360	31	11	11	NUM
ajote-3944	360	32	african	african	ADJ
ajote-3944	360	33	countries	country	NOUN
ajote-3944	360	34	.	.	PUNCT
ajote-3944	361	1	notably	notably	ADV
ajote-3944	361	2	,	,	PUNCT
ajote-3944	361	3	zimbabwe	zimbabwe	PROPN
ajote-3944	361	4	joined	join	VERB
ajote-3944	361	5	the	the	DET
ajote-3944	361	6	center	center	NOUN
ajote-3944	361	7	for	for	ADP
ajote-3944	361	8	mathematics	mathematics	NOUN
ajote-3944	361	9	science	science	NOUN
ajote-3944	361	10	and	and	CCONJ
ajote-3944	361	11	technology	technology	NOUN
ajote-3944	361	12	education	education	NOUN
ajote-3944	361	13	in	in	ADP
ajote-3944	361	14	africa	africa	PROPN
ajote-3944	361	15	(	(	PUNCT
ajote-3944	361	16	cemastea	cemastea	NOUN
ajote-3944	361	17	)	)	PUNCT
ajote-3944	361	18	in	in	ADP
ajote-3944	361	19	2003	2003	NUM
ajote-3944	361	20	.	.	PUNCT
ajote-3944	362	1	professional	professional	ADJ
ajote-3944	362	2	development	development	NOUN
ajote-3944	362	3	was	be	AUX
ajote-3944	362	4	expanded	expand	VERB
ajote-3944	362	5	to	to	PART
ajote-3944	362	6	include	include	VERB
ajote-3944	362	7	the	the	DET
ajote-3944	362	8	primary	primary	ADJ
ajote-3944	362	9	school	school	NOUN
ajote-3944	362	10	in	in	ADP
ajote-3944	362	11	the	the	DET
ajote-3944	362	12	third	third	ADJ
ajote-3944	362	13	phase	phase	NOUN
ajote-3944	362	14	of	of	ADP
ajote-3944	362	15	the	the	DET
ajote-3944	362	16	project	project	NOUN
ajote-3944	362	17	from	from	ADP
ajote-3944	362	18	2009	2009	NUM
ajote-3944	362	19	and	and	CCONJ
ajote-3944	362	20	27	27	NUM
ajote-3944	362	21	-	-	PUNCT
ajote-3944	362	22	member	member	NOUN
ajote-3944	362	23	countries	country	NOUN
ajote-3944	362	24	in	in	ADP
ajote-3944	362	25	africa	africa	PROPN
ajote-3944	362	26	(	(	PUNCT
ajote-3944	362	27	ishihara	ishihara	PROPN
ajote-3944	362	28	,	,	PUNCT
ajote-3944	362	29	2012	2012	NUM
ajote-3944	362	30	;	;	PUNCT
ajote-3944	362	31	jica	jica	PROPN
ajote-3944	362	32	2013	2013	NUM
ajote-3944	362	33	)	)	PUNCT
ajote-3944	362	34	.	.	PUNCT
ajote-3944	363	1	the	the	DET
ajote-3944	363	2	establishment	establishment	NOUN
ajote-3944	363	3	of	of	ADP
ajote-3944	363	4	the	the	DET
ajote-3944	363	5	cemastea	cemastea	NOUN
ajote-3944	363	6	in	in	ADP
ajote-3944	363	7	kenya	kenya	NOUN
ajote-3944	363	8	presently	presently	ADV
ajote-3944	363	9	serves	serve	VERB
ajote-3944	363	10	as	as	ADP
ajote-3944	363	11	the	the	DET
ajote-3944	363	12	central	central	PROPN
ajote-3944	363	13	institute	institute	NOUN
ajote-3944	363	14	for	for	ADP
ajote-3944	363	15	training	training	NOUN
ajote-3944	363	16	for	for	ADP
ajote-3944	363	17	the	the	DET
ajote-3944	363	18	member	member	NOUN
ajote-3944	363	19	countries	country	NOUN
ajote-3944	363	20	.	.	PUNCT
ajote-3944	364	1	understanding	understand	VERB
ajote-3944	364	2	the	the	DET
ajote-3944	364	3	relationships	relationship	NOUN
ajote-3944	364	4	between	between	ADP
ajote-3944	364	5	teacher	teacher	NOUN
ajote-3944	364	6	quality	quality	NOUN
ajote-3944	364	7	and	and	CCONJ
ajote-3944	364	8	sixth	sixth	ADJ
ajote-3944	364	9	grade	grade	NOUN
ajote-3944	364	10	students	student	NOUN
ajote-3944	364	11	’	'	PUNCT
ajote-3944	364	12	mathematics	mathematic	NOUN
ajote-3944	364	13	competencies	competency	NOUN
ajote-3944	364	14	in	in	ADP
ajote-3944	364	15	kenya	kenya	PROPN
ajote-3944	364	16	and	and	CCONJ
ajote-3944	364	17	zimbabwe	zimbabwe	PROPN
ajote-3944	364	18	89	89	NUM
ajote-3944	364	19	ajote	ajote	PROPN
ajote-3944	364	20	vol	vol	NOUN
ajote-3944	364	21	.	.	PUNCT
ajote-3944	365	1	7	7	X
ajote-3944	365	2	.	.	X
ajote-3944	365	3	no	no	INTJ
ajote-3944	365	4	.	.	NOUN
ajote-3944	365	5	1	1	NUM
ajote-3944	365	6	,	,	PUNCT
ajote-3944	365	7	pp	pp	ADJ
ajote-3944	365	8	.	.	PUNCT
ajote-3944	366	1	66	66	NUM
ajote-3944	366	2	-94	-94	PUNCT
ajote-3944	366	3	the	the	DET
ajote-3944	366	4	jica	jica	PROPN
ajote-3944	366	5	project	project	NOUN
ajote-3944	366	6	in	in	ADP
ajote-3944	366	7	kenya	kenya	PROPN
ajote-3944	366	8	has	have	AUX
ajote-3944	366	9	introduced	introduce	VERB
ajote-3944	366	10	newer	new	ADJ
ajote-3944	366	11	ways	way	NOUN
ajote-3944	366	12	of	of	ADP
ajote-3944	366	13	teaching	teaching	NOUN
ajote-3944	366	14	mathematics	mathematic	NOUN
ajote-3944	366	15	.	.	PUNCT
ajote-3944	367	1	although	although	SCONJ
ajote-3944	367	2	elementary	elementary	ADJ
ajote-3944	367	3	school	school	NOUN
ajote-3944	367	4	students	student	NOUN
ajote-3944	367	5	have	have	AUX
ajote-3944	367	6	not	not	PART
ajote-3944	367	7	reached	reach	VERB
ajote-3944	367	8	the	the	DET
ajote-3944	367	9	levels	level	NOUN
ajote-3944	367	10	they	they	PRON
ajote-3944	367	11	should	should	AUX
ajote-3944	367	12	,	,	PUNCT
ajote-3944	367	13	there	there	PRON
ajote-3944	367	14	is	be	VERB
ajote-3944	367	15	evidence	evidence	NOUN
ajote-3944	367	16	that	that	SCONJ
ajote-3944	367	17	the	the	DET
ajote-3944	367	18	new	new	ADJ
ajote-3944	367	19	jica	jica	PROPN
ajote-3944	367	20	teaching	teach	VERB
ajote-3944	367	21	policies	policy	NOUN
ajote-3944	367	22	have	have	AUX
ajote-3944	367	23	some	some	DET
ajote-3944	367	24	positive	positive	ADJ
ajote-3944	367	25	effects	effect	NOUN
ajote-3944	367	26	.	.	PUNCT
ajote-3944	368	1	the	the	DET
ajote-3944	368	2	recent	recent	ADJ
ajote-3944	368	3	teacher	teacher	NOUN
ajote-3944	368	4	graduates	graduate	NOUN
ajote-3944	368	5	experienced	experience	VERB
ajote-3944	368	6	new	new	ADJ
ajote-3944	368	7	pedagogies	pedagogy	NOUN
ajote-3944	368	8	learned	learn	VERB
ajote-3944	368	9	from	from	ADP
ajote-3944	368	10	their	their	PRON
ajote-3944	368	11	high	high	ADJ
ajote-3944	368	12	school	school	NOUN
ajote-3944	368	13	teachers	teacher	NOUN
ajote-3944	368	14	.	.	PUNCT
ajote-3944	369	1	for	for	ADP
ajote-3944	369	2	example	example	NOUN
ajote-3944	369	3	,	,	PUNCT
ajote-3944	369	4	in	in	ADP
ajote-3944	369	5	the	the	DET
ajote-3944	369	6	north	north	NOUN
ajote-3944	369	7	-	-	PUNCT
ajote-3944	369	8	eastern	eastern	NOUN
ajote-3944	369	9	province	province	NOUN
ajote-3944	369	10	of	of	ADP
ajote-3944	369	11	kenya	kenya	PROPN
ajote-3944	369	12	almost	almost	ADV
ajote-3944	369	13	100	100	NUM
ajote-3944	369	14	%	%	NOUN
ajote-3944	369	15	of	of	ADP
ajote-3944	369	16	the	the	DET
ajote-3944	369	17	sixth	sixth	ADJ
ajote-3944	369	18	-	-	PUNCT
ajote-3944	369	19	grade	grade	NOUN
ajote-3944	369	20	teachers	teacher	NOUN
ajote-3944	369	21	had	have	VERB
ajote-3944	369	22	the	the	DET
ajote-3944	369	23	highest	high	ADJ
ajote-3944	369	24	mathematics	mathematic	NOUN
ajote-3944	369	25	competencies	competency	NOUN
ajote-3944	369	26	,	,	PUNCT
ajote-3944	369	27	abstract	abstract	ADJ
ajote-3944	369	28	problem	problem	NOUN
ajote-3944	369	29	solving	solving	NOUN
ajote-3944	369	30	,	,	PUNCT
ajote-3944	369	31	and	and	CCONJ
ajote-3944	369	32	the	the	DET
ajote-3944	369	33	median	median	ADJ
ajote-3944	369	34	years	year	NOUN
ajote-3944	369	35	of	of	ADP
ajote-3944	369	36	teaching	teaching	NOUN
ajote-3944	369	37	experience	experience	NOUN
ajote-3944	369	38	at	at	ADP
ajote-3944	369	39	about	about	ADP
ajote-3944	369	40	5	5	NUM
ajote-3944	369	41	.	.	PUNCT
ajote-3944	370	1	although	although	SCONJ
ajote-3944	370	2	the	the	DET
ajote-3944	370	3	mathematics	mathematics	PROPN
ajote-3944	370	4	competency	competency	NOUN
ajote-3944	370	5	levels	level	NOUN
ajote-3944	370	6	are	be	AUX
ajote-3944	370	7	still	still	ADV
ajote-3944	370	8	low	low	ADJ
ajote-3944	370	9	among	among	ADP
ajote-3944	370	10	the	the	DET
ajote-3944	370	11	sixth	sixth	ADJ
ajote-3944	370	12	-	-	PUNCT
ajote-3944	370	13	grade	grade	NOUN
ajote-3944	370	14	kenyan	kenyan	ADJ
ajote-3944	370	15	students	student	NOUN
ajote-3944	370	16	,	,	PUNCT
ajote-3944	370	17	the	the	DET
ajote-3944	370	18	ripple	ripple	ADJ
ajote-3944	370	19	effect	effect	NOUN
ajote-3944	370	20	of	of	ADP
ajote-3944	370	21	particular	particular	ADJ
ajote-3944	370	22	interventions	intervention	NOUN
ajote-3944	370	23	from	from	ADP
ajote-3944	370	24	this	this	DET
ajote-3944	370	25	initiative	initiative	NOUN
ajote-3944	370	26	suggests	suggest	VERB
ajote-3944	370	27	kenya	kenya	PROPN
ajote-3944	370	28	is	be	AUX
ajote-3944	370	29	working	work	VERB
ajote-3944	370	30	to	to	PART
ajote-3944	370	31	improve	improve	VERB
ajote-3944	370	32	on	on	ADP
ajote-3944	370	33	students	student	NOUN
ajote-3944	370	34	’	'	PUNCT
ajote-3944	370	35	math	math	NOUN
ajote-3944	370	36	skills	skill	NOUN
ajote-3944	370	37	.	.	PUNCT
ajote-3944	371	1	however	however	ADV
ajote-3944	371	2	,	,	PUNCT
ajote-3944	371	3	in	in	ADP
ajote-3944	371	4	zimbabwe	zimbabwe	PROPN
ajote-3944	371	5	,	,	PUNCT
ajote-3944	371	6	the	the	DET
ajote-3944	371	7	results	result	NOUN
ajote-3944	371	8	indicate	indicate	VERB
ajote-3944	371	9	that	that	SCONJ
ajote-3944	371	10	there	there	PRON
ajote-3944	371	11	are	be	VERB
ajote-3944	371	12	pockets	pocket	NOUN
ajote-3944	371	13	of	of	ADP
ajote-3944	371	14	teachers	teacher	NOUN
ajote-3944	371	15	with	with	ADP
ajote-3944	371	16	specific	specific	ADJ
ajote-3944	371	17	skills	skill	NOUN
ajote-3944	371	18	that	that	PRON
ajote-3944	371	19	could	could	AUX
ajote-3944	371	20	contribute	contribute	VERB
ajote-3944	371	21	to	to	ADP
ajote-3944	371	22	students	student	NOUN
ajote-3944	371	23	’	’	PART
ajote-3944	371	24	mathematics	mathematic	NOUN
ajote-3944	371	25	competencies	competency	NOUN
ajote-3944	371	26	,	,	PUNCT
ajote-3944	371	27	but	but	CCONJ
ajote-3944	371	28	these	these	DET
ajote-3944	371	29	qualities	quality	NOUN
ajote-3944	371	30	are	be	AUX
ajote-3944	371	31	not	not	PART
ajote-3944	371	32	widespread	widespread	ADJ
ajote-3944	371	33	throughout	throughout	ADP
ajote-3944	371	34	the	the	DET
ajote-3944	371	35	country	country	NOUN
ajote-3944	371	36	.	.	PUNCT
ajote-3944	372	1	conclusion	conclusion	NOUN
ajote-3944	372	2	although	although	SCONJ
ajote-3944	372	3	there	there	PRON
ajote-3944	372	4	have	have	AUX
ajote-3944	372	5	been	be	AUX
ajote-3944	372	6	noticeable	noticeable	ADJ
ajote-3944	372	7	improvements	improvement	NOUN
ajote-3944	372	8	in	in	ADP
ajote-3944	372	9	students	student	NOUN
ajote-3944	372	10	’	’	PART
ajote-3944	372	11	mathematics	mathematic	NOUN
ajote-3944	372	12	competency	competency	NOUN
ajote-3944	372	13	in	in	ADP
ajote-3944	372	14	kenya	kenya	PROPN
ajote-3944	372	15	and	and	CCONJ
ajote-3944	372	16	zimbabwe	zimbabwe	NOUN
ajote-3944	372	17	in	in	ADP
ajote-3944	372	18	recent	recent	ADJ
ajote-3944	372	19	years	year	NOUN
ajote-3944	372	20	,	,	PUNCT
ajote-3944	372	21	steps	step	NOUN
ajote-3944	372	22	can	can	AUX
ajote-3944	372	23	still	still	ADV
ajote-3944	372	24	be	be	AUX
ajote-3944	372	25	taken	take	VERB
ajote-3944	372	26	to	to	ADP
ajote-3944	372	27	further	further	ADJ
ajote-3944	372	28	mathematics	mathematic	NOUN
ajote-3944	372	29	education	education	NOUN
ajote-3944	372	30	.	.	PUNCT
ajote-3944	373	1	there	there	PRON
ajote-3944	373	2	should	should	AUX
ajote-3944	373	3	be	be	AUX
ajote-3944	373	4	an	an	DET
ajote-3944	373	5	analysis	analysis	NOUN
ajote-3944	373	6	of	of	ADP
ajote-3944	373	7	the	the	DET
ajote-3944	373	8	curriculum	curriculum	NOUN
ajote-3944	373	9	offered	offer	VERB
ajote-3944	373	10	to	to	ADP
ajote-3944	373	11	future	future	ADJ
ajote-3944	373	12	teachers	teacher	NOUN
ajote-3944	373	13	in	in	ADP
ajote-3944	373	14	the	the	DET
ajote-3944	373	15	teacher	teacher	NOUN
ajote-3944	373	16	preparation	preparation	NOUN
ajote-3944	373	17	programs	program	NOUN
ajote-3944	373	18	and	and	CCONJ
ajote-3944	373	19	the	the	DET
ajote-3944	373	20	elementary	elementary	ADJ
ajote-3944	373	21	mathematics	mathematics	PROPN
ajote-3944	373	22	taught	teach	VERB
ajote-3944	373	23	in	in	ADP
ajote-3944	373	24	school	school	NOUN
ajote-3944	373	25	in	in	ADP
ajote-3944	373	26	the	the	DET
ajote-3944	373	27	two	two	NUM
ajote-3944	373	28	countries	country	NOUN
ajote-3944	373	29	to	to	PART
ajote-3944	373	30	improve	improve	VERB
ajote-3944	373	31	on	on	ADP
ajote-3944	373	32	elementary	elementary	ADJ
ajote-3944	373	33	teachers	teacher	NOUN
ajote-3944	373	34	’	’	PART
ajote-3944	373	35	training	training	NOUN
ajote-3944	373	36	.	.	PUNCT
ajote-3944	374	1	such	such	DET
ajote-3944	374	2	an	an	DET
ajote-3944	374	3	analysis	analysis	NOUN
ajote-3944	374	4	could	could	AUX
ajote-3944	374	5	identify	identify	VERB
ajote-3944	374	6	the	the	DET
ajote-3944	374	7	strengths	strength	NOUN
ajote-3944	374	8	and	and	CCONJ
ajote-3944	374	9	weaknesses	weakness	NOUN
ajote-3944	374	10	of	of	ADP
ajote-3944	374	11	the	the	DET
ajote-3944	374	12	programs	program	NOUN
ajote-3944	374	13	for	for	ADP
ajote-3944	374	14	improvement	improvement	NOUN
ajote-3944	374	15	in	in	ADP
ajote-3944	374	16	educational	educational	ADJ
ajote-3944	374	17	policy	policy	NOUN
ajote-3944	374	18	and	and	CCONJ
ajote-3944	374	19	practice	practice	NOUN
ajote-3944	374	20	.	.	PUNCT
ajote-3944	375	1	zimbabwe	zimbabwe	ADJ
ajote-3944	375	2	,	,	PUNCT
ajote-3944	375	3	for	for	ADP
ajote-3944	375	4	instance	instance	NOUN
ajote-3944	375	5	,	,	PUNCT
ajote-3944	375	6	could	could	AUX
ajote-3944	375	7	adopt	adopt	VERB
ajote-3944	375	8	curriculum	curriculum	NOUN
ajote-3944	375	9	content	content	NOUN
ajote-3944	375	10	and	and	CCONJ
ajote-3944	375	11	practices	practice	NOUN
ajote-3944	375	12	from	from	ADP
ajote-3944	375	13	kenya	kenya	PROPN
ajote-3944	375	14	to	to	PART
ajote-3944	375	15	fill	fill	VERB
ajote-3944	375	16	the	the	DET
ajote-3944	375	17	possible	possible	ADJ
ajote-3944	375	18	mathematics	mathematic	NOUN
ajote-3944	375	19	content	content	NOUN
ajote-3944	375	20	knowledge	knowledge	NOUN
ajote-3944	375	21	gaps	gap	NOUN
ajote-3944	375	22	among	among	ADP
ajote-3944	375	23	their	their	PRON
ajote-3944	375	24	teachers	teacher	NOUN
ajote-3944	375	25	.	.	PUNCT
ajote-3944	376	1	the	the	DET
ajote-3944	376	2	fact	fact	NOUN
ajote-3944	376	3	that	that	SCONJ
ajote-3944	376	4	teachers	teacher	NOUN
ajote-3944	376	5	in	in	ADP
ajote-3944	376	6	zimbabwe	zimbabwe	PROPN
ajote-3944	376	7	spend	spend	VERB
ajote-3944	376	8	more	more	ADJ
ajote-3944	376	9	years	year	NOUN
ajote-3944	376	10	in	in	ADP
ajote-3944	376	11	their	their	PRON
ajote-3944	376	12	teacher	teacher	NOUN
ajote-3944	376	13	preparation	preparation	NOUN
ajote-3944	376	14	,	,	PUNCT
ajote-3944	376	15	but	but	CCONJ
ajote-3944	376	16	have	have	VERB
ajote-3944	376	17	lower	low	ADJ
ajote-3944	376	18	mathematics	mathematic	NOUN
ajote-3944	376	19	competencies	competency	NOUN
ajote-3944	376	20	indicates	indicate	VERB
ajote-3944	376	21	the	the	DET
ajote-3944	376	22	quality	quality	NOUN
ajote-3944	376	23	of	of	ADP
ajote-3944	376	24	the	the	DET
ajote-3944	376	25	program	program	NOUN
ajote-3944	376	26	should	should	AUX
ajote-3944	376	27	be	be	AUX
ajote-3944	376	28	more	more	ADV
ajote-3944	376	29	the	the	DET
ajote-3944	376	30	focus	focus	NOUN
ajote-3944	376	31	of	of	ADP
ajote-3944	376	32	attention	attention	NOUN
ajote-3944	376	33	than	than	ADP
ajote-3944	376	34	the	the	DET
ajote-3944	376	35	time	time	NOUN
ajote-3944	376	36	spent	spend	VERB
ajote-3944	376	37	.	.	PUNCT
ajote-3944	377	1	the	the	DET
ajote-3944	377	2	teacher	teacher	NOUN
ajote-3944	377	3	retention	retention	NOUN
ajote-3944	377	4	policies	policy	NOUN
ajote-3944	377	5	in	in	ADP
ajote-3944	377	6	both	both	DET
ajote-3944	377	7	countries	country	NOUN
ajote-3944	377	8	affect	affect	VERB
ajote-3944	377	9	teachers	teacher	NOUN
ajote-3944	377	10	differently	differently	ADV
ajote-3944	377	11	,	,	PUNCT
ajote-3944	377	12	considering	consider	VERB
ajote-3944	377	13	that	that	SCONJ
ajote-3944	377	14	the	the	DET
ajote-3944	377	15	teachers	teacher	NOUN
ajote-3944	377	16	’	’	PART
ajote-3944	377	17	years	year	NOUN
ajote-3944	377	18	of	of	ADP
ajote-3944	377	19	teaching	teaching	NOUN
ajote-3944	377	20	experience	experience	NOUN
ajote-3944	377	21	is	be	AUX
ajote-3944	377	22	useful	useful	ADJ
ajote-3944	377	23	for	for	ADP
ajote-3944	377	24	improving	improve	VERB
ajote-3944	377	25	students	student	NOUN
ajote-3944	377	26	’	’	PART
ajote-3944	377	27	mathematics	mathematic	NOUN
ajote-3944	377	28	competencies	competency	NOUN
ajote-3944	377	29	in	in	ADP
ajote-3944	377	30	sub	sub	ADJ
ajote-3944	377	31	-	-	ADJ
ajote-3944	377	32	sahara	sahara	ADJ
ajote-3944	377	33	africa	africa	PROPN
ajote-3944	377	34	.	.	PUNCT
ajote-3944	378	1	some	some	DET
ajote-3944	378	2	regions	region	NOUN
ajote-3944	378	3	in	in	ADP
ajote-3944	378	4	kenya	kenya	PROPN
ajote-3944	378	5	(	(	PUNCT
ajote-3944	378	6	north	north	NOUN
ajote-3944	378	7	eastern	eastern	ADJ
ajote-3944	378	8	,	,	PUNCT
ajote-3944	378	9	nyanza	nyanza	NOUN
ajote-3944	378	10	,	,	PUNCT
ajote-3944	378	11	and	and	CCONJ
ajote-3944	378	12	western	western	ADJ
ajote-3944	378	13	)	)	PUNCT
ajote-3944	378	14	and	and	CCONJ
ajote-3944	378	15	zimbabwe	zimbabwe	X
ajote-3944	378	16	(	(	PUNCT
ajote-3944	378	17	mashonaland	mashonaland	PROPN
ajote-3944	378	18	east	east	PROPN
ajote-3944	378	19	,	,	PUNCT
ajote-3944	378	20	mashonaland	mashonaland	PROPN
ajote-3944	378	21	west	west	NOUN
ajote-3944	378	22	,	,	PUNCT
ajote-3944	378	23	matabeleland	matabeleland	NOUN
ajote-3944	378	24	north	north	NOUN
ajote-3944	378	25	,	,	PUNCT
ajote-3944	378	26	and	and	CCONJ
ajote-3944	378	27	matabeleland	matabeleland	PROPN
ajote-3944	378	28	south	south	PROPN
ajote-3944	378	29	)	)	PUNCT
ajote-3944	378	30	had	have	VERB
ajote-3944	378	31	teachers	teacher	NOUN
ajote-3944	378	32	with	with	ADP
ajote-3944	378	33	fewer	few	ADJ
ajote-3944	378	34	years	year	NOUN
ajote-3944	378	35	of	of	ADP
ajote-3944	378	36	teaching	teaching	NOUN
ajote-3944	378	37	experience	experience	NOUN
ajote-3944	378	38	when	when	SCONJ
ajote-3944	378	39	compared	compare	VERB
ajote-3944	378	40	to	to	ADP
ajote-3944	378	41	other	other	ADJ
ajote-3944	378	42	regions	region	NOUN
ajote-3944	378	43	.	.	PUNCT
ajote-3944	379	1	these	these	DET
ajote-3944	379	2	findings	finding	NOUN
ajote-3944	379	3	on	on	ADP
ajote-3944	379	4	the	the	DET
ajote-3944	379	5	high	high	ADJ
ajote-3944	379	6	turnover	turnover	NOUN
ajote-3944	379	7	of	of	ADP
ajote-3944	379	8	teachers	teacher	NOUN
ajote-3944	379	9	in	in	ADP
ajote-3944	379	10	specific	specific	ADJ
ajote-3944	379	11	areas	area	NOUN
ajote-3944	379	12	call	call	VERB
ajote-3944	379	13	for	for	ADP
ajote-3944	379	14	a	a	DET
ajote-3944	379	15	re	re	NOUN
ajote-3944	379	16	-	-	NOUN
ajote-3944	379	17	evaluation	evaluation	NOUN
ajote-3944	379	18	of	of	ADP
ajote-3944	379	19	the	the	DET
ajote-3944	379	20	teacher	teacher	NOUN
ajote-3944	379	21	retention	retention	NOUN
ajote-3944	379	22	policies	policy	NOUN
ajote-3944	379	23	in	in	ADP
ajote-3944	379	24	both	both	DET
ajote-3944	379	25	countries	country	NOUN
ajote-3944	379	26	.	.	PUNCT
ajote-3944	380	1	rachel	rachel	PROPN
ajote-3944	380	2	angela	angela	PROPN
ajote-3944	380	3	ayieko	ayieko	PROPN
ajote-3944	380	4	,	,	PUNCT
ajote-3944	380	5	gibbs	gibbs	PROPN
ajote-3944	380	6	kanyongo	kanyongo	PROPN
ajote-3944	380	7	,	,	PUNCT
ajote-3944	380	8	bryan	bryan	PROPN
ajote-3944	380	9	nelson	nelson	PROPN
ajote-3944	380	10	90	90	NUM
ajote-3944	380	11	ajote	ajote	PROPN
ajote-3944	380	12	vol	vol	NOUN
ajote-3944	380	13	.	.	PUNCT
ajote-3944	381	1	7	7	X
ajote-3944	381	2	.	.	X
ajote-3944	381	3	no	no	INTJ
ajote-3944	381	4	.	.	NOUN
ajote-3944	381	5	1	1	NUM
ajote-3944	381	6	,	,	PUNCT
ajote-3944	381	7	pp	pp	ADJ
ajote-3944	381	8	.	.	PUNCT
ajote-3944	382	1	66	66	NUM
ajote-3944	382	2	-94	-94	PUNCT
ajote-3944	383	1	although	although	SCONJ
ajote-3944	383	2	the	the	DET
ajote-3944	383	3	teachers	teacher	NOUN
ajote-3944	383	4	in	in	ADP
ajote-3944	383	5	both	both	DET
ajote-3944	383	6	countries	country	NOUN
ajote-3944	383	7	had	have	VERB
ajote-3944	383	8	higher	high	ADJ
ajote-3944	383	9	order	order	NOUN
ajote-3944	383	10	skills	skill	NOUN
ajote-3944	383	11	,	,	PUNCT
ajote-3944	383	12	their	their	PRON
ajote-3944	383	13	students	student	NOUN
ajote-3944	383	14	did	do	AUX
ajote-3944	383	15	not	not	PART
ajote-3944	383	16	attain	attain	VERB
ajote-3944	383	17	these	these	DET
ajote-3944	383	18	skills	skill	NOUN
ajote-3944	383	19	.	.	PUNCT
ajote-3944	384	1	it	it	PRON
ajote-3944	384	2	is	be	AUX
ajote-3944	384	3	possible	possible	ADJ
ajote-3944	384	4	that	that	SCONJ
ajote-3944	384	5	the	the	DET
ajote-3944	384	6	mathematics	mathematics	NOUN
ajote-3944	384	7	teaching	teaching	NOUN
ajote-3944	384	8	/	/	SYM
ajote-3944	384	9	classroom	classroom	NOUN
ajote-3944	384	10	practices	practice	NOUN
ajote-3944	384	11	in	in	ADP
ajote-3944	384	12	kenya	kenya	PROPN
ajote-3944	384	13	and	and	CCONJ
ajote-3944	384	14	zimbabwe	zimbabwe	PROPN
ajote-3944	384	15	are	be	AUX
ajote-3944	384	16	different	different	ADJ
ajote-3944	384	17	and	and	CCONJ
ajote-3944	384	18	do	do	AUX
ajote-3944	384	19	not	not	PART
ajote-3944	384	20	lead	lead	VERB
ajote-3944	384	21	to	to	ADP
ajote-3944	384	22	students	student	NOUN
ajote-3944	384	23	having	have	VERB
ajote-3944	384	24	higher	high	ADJ
ajote-3944	384	25	order	order	NOUN
ajote-3944	384	26	skills	skill	NOUN
ajote-3944	384	27	in	in	ADP
ajote-3944	384	28	mathematics	mathematic	NOUN
ajote-3944	384	29	.	.	PUNCT
ajote-3944	385	1	specifically	specifically	ADV
ajote-3944	385	2	,	,	PUNCT
ajote-3944	385	3	the	the	DET
ajote-3944	385	4	last	last	ADJ
ajote-3944	385	5	available	available	ADJ
ajote-3944	385	6	sacmeq	sacmeq	PROPN
ajote-3944	385	7	study	study	NOUN
ajote-3944	385	8	findings	finding	NOUN
ajote-3944	385	9	showed	show	VERB
ajote-3944	385	10	that	that	SCONJ
ajote-3944	385	11	more	more	ADJ
ajote-3944	385	12	than	than	ADP
ajote-3944	385	13	80	80	NUM
ajote-3944	385	14	%	%	NOUN
ajote-3944	385	15	of	of	ADP
ajote-3944	385	16	the	the	DET
ajote-3944	385	17	students	student	NOUN
ajote-3944	385	18	in	in	ADP
ajote-3944	385	19	kenya	kenya	PROPN
ajote-3944	385	20	and	and	CCONJ
ajote-3944	385	21	zimbabwe	zimbabwe	PROPN
ajote-3944	385	22	had	have	VERB
ajote-3944	385	23	competent	competent	ADJ
ajote-3944	385	24	numeracy	numeracy	NOUN
ajote-3944	385	25	skills	skill	NOUN
ajote-3944	385	26	or	or	CCONJ
ajote-3944	385	27	lower	low	ADJ
ajote-3944	385	28	(	(	PUNCT
ajote-3944	385	29	hungi	hungi	PROPN
ajote-3944	385	30	&	&	CCONJ
ajote-3944	385	31	thuku	thuku	PROPN
ajote-3944	385	32	,	,	PUNCT
ajote-3944	385	33	2010	2010	NUM
ajote-3944	385	34	;	;	PUNCT
ajote-3944	385	35	wasanga	wasanga	PROPN
ajote-3944	385	36	et	et	PROPN
ajote-3944	385	37	al	al	PROPN
ajote-3944	385	38	.	.	PROPN
ajote-3944	385	39	,	,	PUNCT
ajote-3944	385	40	2011	2011	NUM
ajote-3944	385	41	)	)	PUNCT
ajote-3944	385	42	.	.	PUNCT
ajote-3944	386	1	these	these	DET
ajote-3944	386	2	findings	finding	NOUN
ajote-3944	386	3	indicate	indicate	VERB
ajote-3944	386	4	that	that	SCONJ
ajote-3944	386	5	there	there	PRON
ajote-3944	386	6	is	be	VERB
ajote-3944	386	7	a	a	DET
ajote-3944	386	8	need	need	NOUN
ajote-3944	386	9	to	to	PART
ajote-3944	386	10	study	study	VERB
ajote-3944	386	11	the	the	DET
ajote-3944	386	12	classroom	classroom	NOUN
ajote-3944	386	13	practices	practice	NOUN
ajote-3944	386	14	across	across	ADP
ajote-3944	386	15	the	the	DET
ajote-3944	386	16	two	two	NUM
ajote-3944	386	17	countries	country	NOUN
ajote-3944	386	18	.	.	PUNCT
ajote-3944	387	1	perhaps	perhaps	ADV
ajote-3944	387	2	,	,	PUNCT
ajote-3944	387	3	the	the	DET
ajote-3944	387	4	regions	region	NOUN
ajote-3944	387	5	most	most	ADV
ajote-3944	387	6	affected	affect	VERB
ajote-3944	387	7	by	by	ADP
ajote-3944	387	8	teacher	teacher	NOUN
ajote-3944	387	9	flight	flight	NOUN
ajote-3944	387	10	would	would	AUX
ajote-3944	387	11	be	be	AUX
ajote-3944	387	12	the	the	DET
ajote-3944	387	13	best	good	ADJ
ajote-3944	387	14	starting	starting	NOUN
ajote-3944	387	15	point	point	NOUN
ajote-3944	387	16	.	.	PUNCT
ajote-3944	388	1	further	far	ADV
ajote-3944	388	2	,	,	PUNCT
ajote-3944	388	3	investigating	investigate	VERB
ajote-3944	388	4	how	how	SCONJ
ajote-3944	388	5	classroom	classroom	NOUN
ajote-3944	388	6	practices	practice	NOUN
ajote-3944	388	7	influence	influence	NOUN
ajote-3944	388	8	students	student	NOUN
ajote-3944	388	9	’	'	PUNCT
ajote-3944	388	10	mathematics	mathematic	NOUN
ajote-3944	388	11	learning	learning	NOUN
ajote-3944	388	12	would	would	AUX
ajote-3944	388	13	explain	explain	VERB
ajote-3944	388	14	the	the	DET
ajote-3944	388	15	weak	weak	ADJ
ajote-3944	388	16	correlations	correlation	NOUN
ajote-3944	388	17	between	between	ADP
ajote-3944	388	18	the	the	DET
ajote-3944	388	19	students	student	NOUN
ajote-3944	388	20	’	'	PUNCT
ajote-3944	388	21	and	and	CCONJ
ajote-3944	388	22	the	the	DET
ajote-3944	388	23	teachers	teacher	NOUN
ajote-3944	388	24	’	’	PART
ajote-3944	388	25	mathematics	mathematic	NOUN
ajote-3944	388	26	competencies	competency	NOUN
ajote-3944	388	27	.	.	PUNCT
ajote-3944	389	1	continued	continue	VERB
ajote-3944	389	2	professional	professional	ADJ
ajote-3944	389	3	development	development	NOUN
ajote-3944	389	4	of	of	ADP
ajote-3944	389	5	teachers	teacher	NOUN
ajote-3944	389	6	in	in	ADP
ajote-3944	389	7	both	both	DET
ajote-3944	389	8	countries	country	NOUN
ajote-3944	389	9	is	be	AUX
ajote-3944	389	10	very	very	ADV
ajote-3944	389	11	low	low	ADJ
ajote-3944	389	12	,	,	PUNCT
ajote-3944	389	13	especially	especially	ADV
ajote-3944	389	14	in	in	ADP
ajote-3944	389	15	the	the	DET
ajote-3944	389	16	eastern	eastern	ADJ
ajote-3944	389	17	,	,	PUNCT
ajote-3944	389	18	north	north	NOUN
ajote-3944	389	19	eastern	eastern	ADJ
ajote-3944	389	20	,	,	PUNCT
ajote-3944	389	21	and	and	CCONJ
ajote-3944	389	22	nyanza	nyanza	ADJ
ajote-3944	389	23	provinces	province	NOUN
ajote-3944	389	24	in	in	ADP
ajote-3944	389	25	kenya	kenya	PROPN
ajote-3944	389	26	and	and	CCONJ
ajote-3944	389	27	most	most	ADJ
ajote-3944	389	28	regions	region	NOUN
ajote-3944	389	29	in	in	ADP
ajote-3944	389	30	zimbabwe	zimbabwe	PROPN
ajote-3944	389	31	.	.	PUNCT
ajote-3944	390	1	therefore	therefore	ADV
ajote-3944	390	2	,	,	PUNCT
ajote-3944	390	3	an	an	DET
ajote-3944	390	4	increase	increase	NOUN
ajote-3944	390	5	in	in	ADP
ajote-3944	390	6	professional	professional	ADJ
ajote-3944	390	7	development	development	NOUN
ajote-3944	390	8	or	or	CCONJ
ajote-3944	390	9	introductions	introduction	NOUN
ajote-3944	390	10	to	to	ADP
ajote-3944	390	11	more	more	ADJ
ajote-3944	390	12	in	in	ADP
ajote-3944	390	13	-	-	PUNCT
ajote-3944	390	14	service	service	NOUN
ajote-3944	390	15	courses	course	NOUN
ajote-3944	390	16	are	be	AUX
ajote-3944	390	17	needed	need	VERB
ajote-3944	390	18	in	in	ADP
ajote-3944	390	19	these	these	DET
ajote-3944	390	20	countries	country	NOUN
ajote-3944	390	21	.	.	PUNCT
ajote-3944	391	1	notably	notably	ADV
ajote-3944	391	2	,	,	PUNCT
ajote-3944	391	3	professional	professional	ADJ
ajote-3944	391	4	development	development	NOUN
ajote-3944	391	5	focused	focus	VERB
ajote-3944	391	6	on	on	ADP
ajote-3944	391	7	developing	develop	VERB
ajote-3944	391	8	students	student	NOUN
ajote-3944	391	9	’	'	PUNCT
ajote-3944	391	10	higher	high	ADJ
ajote-3944	391	11	order	order	NOUN
ajote-3944	391	12	mathematics	mathematics	NOUN
ajote-3944	391	13	skills	skill	NOUN
ajote-3944	391	14	in	in	ADP
ajote-3944	391	15	elementary	elementary	ADJ
ajote-3944	391	16	schools	school	NOUN
ajote-3944	391	17	is	be	AUX
ajote-3944	391	18	key	key	ADJ
ajote-3944	391	19	.	.	PUNCT
ajote-3944	392	1	also	also	ADV
ajote-3944	392	2	,	,	PUNCT
ajote-3944	392	3	ongoing	ongoing	ADJ
ajote-3944	392	4	professional	professional	ADJ
ajote-3944	392	5	development	development	NOUN
ajote-3944	392	6	sessions	session	NOUN
ajote-3944	392	7	embedded	embed	VERB
ajote-3944	392	8	in	in	ADP
ajote-3944	392	9	practice	practice	NOUN
ajote-3944	392	10	as	as	SCONJ
ajote-3944	392	11	opposed	oppose	VERB
ajote-3944	392	12	to	to	ADP
ajote-3944	392	13	one	one	NUM
ajote-3944	392	14	shot	shot	NOUN
ajote-3944	392	15	,	,	PUNCT
ajote-3944	392	16	as	as	SCONJ
ajote-3944	392	17	is	be	AUX
ajote-3944	392	18	usually	usually	ADV
ajote-3944	392	19	the	the	DET
ajote-3944	392	20	case	case	NOUN
ajote-3944	392	21	,	,	PUNCT
ajote-3944	392	22	could	could	AUX
ajote-3944	392	23	support	support	VERB
ajote-3944	392	24	teachers	teacher	NOUN
ajote-3944	392	25	’	'	PUNCT
ajote-3944	392	26	instructional	instructional	ADJ
ajote-3944	392	27	practices	practice	NOUN
ajote-3944	392	28	classroom	classroom	NOUN
ajote-3944	392	29	practices	practice	NOUN
ajote-3944	392	30	.	.	PUNCT
ajote-3944	393	1	the	the	DET
ajote-3944	393	2	in	in	ADP
ajote-3944	393	3	-	-	PUNCT
ajote-3944	393	4	service	service	NOUN
ajote-3944	393	5	courses	course	NOUN
ajote-3944	393	6	introduced	introduce	VERB
ajote-3944	393	7	to	to	ADP
ajote-3944	393	8	teachers	teacher	NOUN
ajote-3944	393	9	through	through	ADP
ajote-3944	393	10	cemastea	cemastea	NOUN
ajote-3944	393	11	are	be	AUX
ajote-3944	393	12	a	a	DET
ajote-3944	393	13	step	step	NOUN
ajote-3944	393	14	towards	towards	ADP
ajote-3944	393	15	improving	improve	VERB
ajote-3944	393	16	teachers	teacher	NOUN
ajote-3944	393	17	’	'	PUNCT
ajote-3944	393	18	instructional	instructional	ADJ
ajote-3944	393	19	practices	practice	NOUN
ajote-3944	393	20	.	.	PUNCT
ajote-3944	394	1	however	however	ADV
ajote-3944	394	2	,	,	PUNCT
ajote-3944	394	3	a	a	DET
ajote-3944	394	4	study	study	NOUN
ajote-3944	394	5	of	of	ADP
ajote-3944	394	6	how	how	SCONJ
ajote-3944	394	7	these	these	DET
ajote-3944	394	8	sessions	session	NOUN
ajote-3944	394	9	influence	influence	VERB
ajote-3944	394	10	teachers	teacher	NOUN
ajote-3944	394	11	in	in	ADP
ajote-3944	394	12	the	the	DET
ajote-3944	394	13	different	different	ADJ
ajote-3944	394	14	regions	region	NOUN
ajote-3944	394	15	in	in	ADP
ajote-3944	394	16	the	the	DET
ajote-3944	394	17	participating	participate	VERB
ajote-3944	394	18	countries	country	NOUN
ajote-3944	394	19	is	be	AUX
ajote-3944	394	20	an	an	DET
ajote-3944	394	21	agenda	agenda	NOUN
ajote-3944	394	22	for	for	ADP
ajote-3944	394	23	research	research	NOUN
ajote-3944	394	24	.	.	PUNCT
ajote-3944	395	1	not	not	PART
ajote-3944	395	2	only	only	ADV
ajote-3944	395	3	should	should	AUX
ajote-3944	395	4	professional	professional	ADJ
ajote-3944	395	5	development	development	NOUN
ajote-3944	395	6	be	be	AUX
ajote-3944	395	7	provided	provide	VERB
ajote-3944	395	8	across	across	ADP
ajote-3944	395	9	the	the	DET
ajote-3944	395	10	regions	region	NOUN
ajote-3944	395	11	in	in	ADP
ajote-3944	395	12	kenya	kenya	PROPN
ajote-3944	395	13	and	and	CCONJ
ajote-3944	395	14	zimbabwe	zimbabwe	ADJ
ajote-3944	395	15	but	but	CCONJ
ajote-3944	395	16	also	also	ADV
ajote-3944	395	17	spaces	space	NOUN
ajote-3944	395	18	should	should	AUX
ajote-3944	395	19	be	be	AUX
ajote-3944	395	20	opened	open	VERB
ajote-3944	395	21	up	up	ADP
ajote-3944	395	22	for	for	ADP
ajote-3944	395	23	practicing	practice	VERB
ajote-3944	395	24	teachers	teacher	NOUN
ajote-3944	395	25	to	to	PART
ajote-3944	395	26	contribute	contribute	VERB
ajote-3944	395	27	to	to	ADP
ajote-3944	395	28	the	the	DET
ajote-3944	395	29	policies	policy	NOUN
ajote-3944	395	30	and	and	CCONJ
ajote-3944	395	31	practices	practice	NOUN
ajote-3944	395	32	related	relate	VERB
ajote-3944	395	33	to	to	ADP
ajote-3944	395	34	their	their	PRON
ajote-3944	395	35	career	career	NOUN
ajote-3944	395	36	needs	need	NOUN
ajote-3944	395	37	is	be	AUX
ajote-3944	395	38	key	key	ADJ
ajote-3944	395	39	.	.	PUNCT
ajote-3944	396	1	references	reference	NOUN
ajote-3944	396	2	abuya	abuya	PROPN
ajote-3944	396	3	,	,	PUNCT
ajote-3944	396	4	b.	b.	PROPN
ajote-3944	396	5	a.	a.	PROPN
ajote-3944	396	6	,	,	PUNCT
ajote-3944	396	7	admassu	admassu	PROPN
ajote-3944	396	8	,	,	PUNCT
ajote-3944	396	9	k.	k.	PROPN
ajote-3944	396	10	,	,	PUNCT
ajote-3944	396	11	ngware	ngware	PROPN
ajote-3944	396	12	,	,	PUNCT
ajote-3944	396	13	m.	m.	NOUN
ajote-3944	396	14	,	,	PUNCT
ajote-3944	396	15	onsomu	onsomu	PROPN
ajote-3944	396	16	,	,	PUNCT
ajote-3944	396	17	e.	e.	PROPN
ajote-3944	396	18	o.	o.	PROPN
ajote-3944	396	19	,	,	PUNCT
ajote-3944	396	20	&	&	CCONJ
ajote-3944	396	21	oketch	oketch	PROPN
ajote-3944	396	22	,	,	PUNCT
ajote-3944	396	23	m.	m.	NOUN
ajote-3944	396	24	(	(	PUNCT
ajote-3944	396	25	2015	2015	NUM
ajote-3944	396	26	)	)	PUNCT
ajote-3944	396	27	.	.	PUNCT
ajote-3944	397	1	free	free	ADJ
ajote-3944	397	2	primary	primary	ADJ
ajote-3944	397	3	education	education	NOUN
ajote-3944	397	4	and	and	CCONJ
ajote-3944	397	5	implementation	implementation	NOUN
ajote-3944	397	6	in	in	ADP
ajote-3944	397	7	kenya	kenya	PROPN
ajote-3944	397	8	.	.	PUNCT
ajote-3944	398	1	sage	sage	NOUN
ajote-3944	398	2	open	open	ADJ
ajote-3944	398	3	,	,	PUNCT
ajote-3944	398	4	5(1	5(1	NUM
ajote-3944	398	5	)	)	PUNCT
ajote-3944	398	6	.	.	PUNCT
ajote-3944	399	1	https://doi.org/10.1177/2158244015571488	https://doi.org/10.1177/2158244015571488	X
ajote-3944	400	1	akiba	akiba	PROPN
ajote-3944	400	2	,	,	PUNCT
ajote-3944	400	3	m.	m.	NOUN
ajote-3944	400	4	,	,	PUNCT
ajote-3944	400	5	letendre	letendre	PROPN
ajote-3944	400	6	,	,	PUNCT
ajote-3944	400	7	g.	g.	PROPN
ajote-3944	400	8	k.	k.	PROPN
ajote-3944	400	9	,	,	PUNCT
ajote-3944	400	10	&	&	CCONJ
ajote-3944	400	11	scribner	scribner	PROPN
ajote-3944	400	12	,	,	PUNCT
ajote-3944	400	13	j.	j.	PROPN
ajote-3944	400	14	p.	p.	PROPN
ajote-3944	400	15	(	(	PUNCT
ajote-3944	400	16	2007	2007	NUM
ajote-3944	400	17	)	)	PUNCT
ajote-3944	400	18	.	.	PUNCT
ajote-3944	401	1	teacher	teacher	NOUN
ajote-3944	401	2	quality	quality	NOUN
ajote-3944	401	3	,	,	PUNCT
ajote-3944	401	4	opportunity	opportunity	NOUN
ajote-3944	401	5	gap	gap	NOUN
ajote-3944	401	6	,	,	PUNCT
ajote-3944	401	7	and	and	CCONJ
ajote-3944	401	8	national	national	ADJ
ajote-3944	401	9	achievement	achievement	NOUN
ajote-3944	401	10	in	in	ADP
ajote-3944	401	11	46	46	NUM
ajote-3944	401	12	countries	country	NOUN
ajote-3944	401	13	.	.	PUNCT
ajote-3944	402	1	educational	educational	ADJ
ajote-3944	402	2	researcher	researcher	NOUN
ajote-3944	402	3	,	,	PUNCT
ajote-3944	402	4	36(7	36(7	NUM
ajote-3944	402	5	)	)	PUNCT
ajote-3944	402	6	,	,	PUNCT
ajote-3944	402	7	369–387	369–387	NUM
ajote-3944	402	8	.	.	PUNCT
ajote-3944	402	9	http://doi.org/10.3102/0013189x07308739	http://doi.org/10.3102/0013189x07308739	X
ajote-3944	403	1	understanding	understand	VERB
ajote-3944	403	2	the	the	DET
ajote-3944	403	3	relationships	relationship	NOUN
ajote-3944	403	4	between	between	ADP
ajote-3944	403	5	teacher	teacher	NOUN
ajote-3944	403	6	quality	quality	NOUN
ajote-3944	403	7	and	and	CCONJ
ajote-3944	403	8	sixth	sixth	ADJ
ajote-3944	403	9	grade	grade	NOUN
ajote-3944	403	10	students	student	NOUN
ajote-3944	403	11	’	'	PUNCT
ajote-3944	403	12	mathematics	mathematic	NOUN
ajote-3944	403	13	competencies	competency	NOUN
ajote-3944	403	14	in	in	ADP
ajote-3944	403	15	kenya	kenya	PROPN
ajote-3944	403	16	and	and	CCONJ
ajote-3944	403	17	zimbabwe	zimbabwe	ADJ
ajote-3944	403	18	91	91	NUM
ajote-3944	403	19	ajote	ajote	NOUN
ajote-3944	403	20	vol	vol	NOUN
ajote-3944	403	21	.	.	PUNCT
ajote-3944	404	1	7	7	X
ajote-3944	404	2	.	.	X
ajote-3944	404	3	no	no	INTJ
ajote-3944	404	4	.	.	NOUN
ajote-3944	404	5	1	1	NUM
ajote-3944	404	6	,	,	PUNCT
ajote-3944	404	7	pp	pp	ADJ
ajote-3944	404	8	.	.	PUNCT
ajote-3944	405	1	66	66	NUM
ajote-3944	405	2	-94	-94	PUNCT
ajote-3944	405	3	bonnet	bonnet	NOUN
ajote-3944	405	4	,	,	PUNCT
ajote-3944	405	5	g.	g.	PROPN
ajote-3944	405	6	(	(	PUNCT
ajote-3944	405	7	2009	2009	NUM
ajote-3944	405	8	)	)	PUNCT
ajote-3944	405	9	.	.	PUNCT
ajote-3944	406	1	do	do	AUX
ajote-3944	406	2	teachers	teacher	NOUN
ajote-3944	406	3	’	’	PART
ajote-3944	406	4	knowledge	knowledge	NOUN
ajote-3944	406	5	and	and	CCONJ
ajote-3944	406	6	behavior	behavior	NOUN
ajote-3944	406	7	reflect	reflect	VERB
ajote-3944	406	8	their	their	PRON
ajote-3944	406	9	qualifications	qualification	NOUN
ajote-3944	406	10	and	and	CCONJ
ajote-3944	406	11	training	training	NOUN
ajote-3944	406	12	?	?	PUNCT
ajote-3944	407	1	evidence	evidence	NOUN
ajote-3944	407	2	from	from	ADP
ajote-3944	407	3	pasec	pasec	ADJ
ajote-3944	407	4	and	and	CCONJ
ajote-3944	407	5	sacmeq	sacmeq	NOUN
ajote-3944	407	6	country	country	NOUN
ajote-3944	407	7	studies	study	NOUN
ajote-3944	407	8	.	.	PUNCT
ajote-3944	408	1	prospects	prospect	NOUN
ajote-3944	408	2	,	,	PUNCT
ajote-3944	408	3	38(3	38(3	NUM
ajote-3944	408	4	)	)	PUNCT
ajote-3944	408	5	,	,	PUNCT
ajote-3944	408	6	325–344	325–344	NUM
ajote-3944	408	7	.	.	PUNCT
ajote-3944	409	1	http://doi.org/10.1007/s11125-008-9077-7	http://doi.org/10.1007/s11125-008-9077-7	NUM
ajote-3944	409	2	carnoy	carnoy	NOUN
ajote-3944	409	3	,	,	PUNCT
ajote-3944	409	4	m.	m.	NOUN
ajote-3944	409	5	,	,	PUNCT
ajote-3944	409	6	&	&	CCONJ
ajote-3944	409	7	arends	arends	PROPN
ajote-3944	409	8	,	,	PUNCT
ajote-3944	409	9	f.	f.	PROPN
ajote-3944	409	10	(	(	PUNCT
ajote-3944	409	11	2012	2012	NUM
ajote-3944	409	12	)	)	PUNCT
ajote-3944	409	13	.	.	PUNCT
ajote-3944	410	1	explaining	explain	VERB
ajote-3944	410	2	mathematics	mathematic	NOUN
ajote-3944	410	3	achievement	achievement	NOUN
ajote-3944	410	4	gains	gain	NOUN
ajote-3944	410	5	in	in	ADP
ajote-3944	410	6	botswana	botswana	PROPN
ajote-3944	410	7	and	and	CCONJ
ajote-3944	410	8	south	south	PROPN
ajote-3944	410	9	africa	africa	PROPN
ajote-3944	410	10	.	.	PUNCT
ajote-3944	411	1	prospects	prospect	NOUN
ajote-3944	411	2	,	,	PUNCT
ajote-3944	411	3	42(4	42(4	PROPN
ajote-3944	411	4	)	)	PUNCT
ajote-3944	411	5	,	,	PUNCT
ajote-3944	411	6	453–468	453–468	NUM
ajote-3944	411	7	.	.	PUNCT
ajote-3944	412	1	http://doi.org/10.1007/s11125-012-9246-6	http://doi.org/10.1007/s11125-012-9246-6	PROPN
ajote-3944	412	2	chitiga	chitiga	PROPN
ajote-3944	412	3	,	,	PUNCT
ajote-3944	412	4	z.	z.	PROPN
ajote-3944	412	5	,	,	PUNCT
ajote-3944	412	6	&	&	CCONJ
ajote-3944	412	7	chinooga	chinooga	PROPN
ajote-3944	412	8	,	,	PUNCT
ajote-3944	412	9	a.	a.	NOUN
ajote-3944	412	10	(	(	PUNCT
ajote-3944	412	11	2011	2011	NUM
ajote-3944	412	12	)	)	PUNCT
ajote-3944	412	13	.	.	PUNCT
ajote-3944	413	1	achievement	achievement	NOUN
ajote-3944	413	2	levels	level	NOUN
ajote-3944	413	3	of	of	ADP
ajote-3944	413	4	grade	grade	NOUN
ajote-3944	413	5	6	6	NUM
ajote-3944	413	6	pupils	pupil	NOUN
ajote-3944	413	7	in	in	ADP
ajote-3944	413	8	zimbabwe	zimbabwe	PROPN
ajote-3944	413	9	(	(	PUNCT
ajote-3944	413	10	no	no	INTJ
ajote-3944	413	11	.	.	NOUN
ajote-3944	413	12	1	1	NUM
ajote-3944	413	13	)	)	PUNCT
ajote-3944	413	14	.	.	PUNCT
ajote-3944	414	1	clotfelter	clotfelter	ADV
ajote-3944	414	2	,	,	PUNCT
ajote-3944	414	3	c.	c.	PROPN
ajote-3944	414	4	t.	t.	PROPN
ajote-3944	414	5	,	,	PUNCT
ajote-3944	414	6	ladd	ladd	PROPN
ajote-3944	414	7	,	,	PUNCT
ajote-3944	414	8	h.	h.	PROPN
ajote-3944	414	9	f.	f.	PROPN
ajote-3944	414	10	,	,	PUNCT
ajote-3944	414	11	&	&	CCONJ
ajote-3944	414	12	vigdor	vigdor	PROPN
ajote-3944	414	13	,	,	PUNCT
ajote-3944	414	14	j.	j.	PROPN
ajote-3944	414	15	l.	l.	PROPN
ajote-3944	414	16	(	(	PUNCT
ajote-3944	414	17	2010	2010	NUM
ajote-3944	414	18	)	)	PUNCT
ajote-3944	414	19	.	.	PUNCT
ajote-3944	415	1	teacher	teacher	NOUN
ajote-3944	415	2	credentials	credential	NOUN
ajote-3944	415	3	and	and	CCONJ
ajote-3944	415	4	student	student	NOUN
ajote-3944	415	5	achievement	achievement	NOUN
ajote-3944	415	6	in	in	ADP
ajote-3944	415	7	high	high	ADJ
ajote-3944	415	8	school	school	NOUN
ajote-3944	415	9	:	:	PUNCT
ajote-3944	415	10	a	a	DET
ajote-3944	415	11	cross	cross	ADJ
ajote-3944	415	12	-	-	ADJ
ajote-3944	415	13	subject	subject	ADJ
ajote-3944	415	14	analysis	analysis	NOUN
ajote-3944	415	15	.	.	PUNCT
ajote-3944	416	1	the	the	DET
ajote-3944	416	2	journal	journal	NOUN
ajote-3944	416	3	of	of	ADP
ajote-3944	416	4	human	human	ADJ
ajote-3944	416	5	resources	resource	NOUN
ajote-3944	416	6	,	,	PUNCT
ajote-3944	416	7	45(3	45(3	NUM
ajote-3944	416	8	)	)	PUNCT
ajote-3944	416	9	,	,	PUNCT
ajote-3944	416	10	655–681	655–681	NUM
ajote-3944	416	11	.	.	PUNCT
ajote-3944	417	1	http://doi.org/10.1353/jhr.2010.0023	http://doi.org/10.1353/jhr.2010.0023	ADJ
ajote-3944	417	2	darling	darling	NOUN
ajote-3944	417	3	-	-	PUNCT
ajote-3944	417	4	hammond	hammond	PROPN
ajote-3944	417	5	,	,	PUNCT
ajote-3944	417	6	l.	l.	PROPN
ajote-3944	417	7	(	(	PUNCT
ajote-3944	417	8	2000	2000	NUM
ajote-3944	417	9	)	)	PUNCT
ajote-3944	417	10	.	.	PUNCT
ajote-3944	418	1	teacher	teacher	NOUN
ajote-3944	418	2	quality	quality	NOUN
ajote-3944	418	3	and	and	CCONJ
ajote-3944	418	4	student	student	NOUN
ajote-3944	418	5	achievement	achievement	NOUN
ajote-3944	418	6	:	:	PUNCT
ajote-3944	418	7	a	a	DET
ajote-3944	418	8	review	review	NOUN
ajote-3944	418	9	of	of	ADP
ajote-3944	418	10	state	state	NOUN
ajote-3944	418	11	policy	policy	NOUN
ajote-3944	418	12	evidence	evidence	NOUN
ajote-3944	418	13	(	(	PUNCT
ajote-3944	418	14	no	no	INTJ
ajote-3944	418	15	.	.	NOUN
ajote-3944	418	16	1	1	NUM
ajote-3944	418	17	)	)	PUNCT
ajote-3944	418	18	.	.	PUNCT
ajote-3944	419	1	stanford	stanford	PROPN
ajote-3944	419	2	university	university	PROPN
ajote-3944	419	3	.	.	PUNCT
ajote-3944	420	1	gitomer	gitomer	PROPN
ajote-3944	420	2	,	,	PUNCT
ajote-3944	420	3	d.	d.	PROPN
ajote-3944	420	4	h.	h.	PROPN
ajote-3944	420	5	(	(	PUNCT
ajote-3944	420	6	2007	2007	NUM
ajote-3944	420	7	)	)	PUNCT
ajote-3944	420	8	.	.	PUNCT
ajote-3944	421	1	teacher	teacher	NOUN
ajote-3944	421	2	quality	quality	NOUN
ajote-3944	421	3	in	in	ADP
ajote-3944	421	4	a	a	DET
ajote-3944	421	5	changing	change	VERB
ajote-3944	421	6	policy	policy	NOUN
ajote-3944	421	7	landscape	landscape	NOUN
ajote-3944	421	8	:	:	PUNCT
ajote-3944	421	9	improvements	improvement	NOUN
ajote-3944	421	10	in	in	ADP
ajote-3944	421	11	the	the	DET
ajote-3944	421	12	teacher	teacher	NOUN
ajote-3944	421	13	pool	pool	NOUN
ajote-3944	421	14	(	(	PUNCT
ajote-3944	421	15	policy	policy	NOUN
ajote-3944	421	16	information	information	NOUN
ajote-3944	421	17	report	report	NOUN
ajote-3944	421	18	)	)	PUNCT
ajote-3944	421	19	.	.	PUNCT
ajote-3944	422	1	princeton	princeton	PROPN
ajote-3944	422	2	,	,	PUNCT
ajote-3944	422	3	nj	nj	PROPN
ajote-3944	422	4	:	:	PUNCT
ajote-3944	422	5	education	education	NOUN
ajote-3944	422	6	testing	testing	NOUN
ajote-3944	422	7	service	service	NOUN
ajote-3944	422	8	.	.	PUNCT
ajote-3944	423	1	goe	goe	PROPN
ajote-3944	423	2	,	,	PUNCT
ajote-3944	423	3	l.	l.	PROPN
ajote-3944	423	4	(	(	PUNCT
ajote-3944	423	5	2007	2007	NUM
ajote-3944	423	6	)	)	PUNCT
ajote-3944	423	7	.	.	PUNCT
ajote-3944	424	1	the	the	DET
ajote-3944	424	2	link	link	NOUN
ajote-3944	424	3	between	between	ADP
ajote-3944	424	4	teacher	teacher	NOUN
ajote-3944	424	5	quality	quality	NOUN
ajote-3944	424	6	and	and	CCONJ
ajote-3944	424	7	student	student	NOUN
ajote-3944	424	8	outcomes	outcome	NOUN
ajote-3944	424	9	:	:	PUNCT
ajote-3944	424	10	a	a	DET
ajote-3944	424	11	research	research	NOUN
ajote-3944	424	12	synthesis	synthesis	NOUN
ajote-3944	424	13	.	.	PUNCT
ajote-3944	425	1	national	national	ADJ
ajote-3944	425	2	comprehensive	comprehensive	ADJ
ajote-3944	425	3	center	center	NOUN
ajote-3944	425	4	for	for	ADP
ajote-3944	425	5	teacher	teacher	NOUN
ajote-3944	425	6	quality	quality	NOUN
ajote-3944	425	7	.	.	PUNCT
ajote-3944	426	1	goldhaber	goldhaber	ADV
ajote-3944	426	2	,	,	PUNCT
ajote-3944	426	3	d.	d.	PROPN
ajote-3944	426	4	,	,	PUNCT
ajote-3944	426	5	&	&	CCONJ
ajote-3944	426	6	anthony	anthony	PROPN
ajote-3944	426	7	,	,	PUNCT
ajote-3944	426	8	e.	e.	PROPN
ajote-3944	426	9	(	(	PUNCT
ajote-3944	426	10	2007	2007	NUM
ajote-3944	426	11	)	)	PUNCT
ajote-3944	426	12	.	.	PUNCT
ajote-3944	427	1	can	can	AUX
ajote-3944	427	2	teacher	teacher	VERB
ajote-3944	427	3	quality	quality	NOUN
ajote-3944	427	4	be	be	AUX
ajote-3944	427	5	effectively	effectively	ADV
ajote-3944	427	6	assessed	assess	VERB
ajote-3944	427	7	?	?	PUNCT
ajote-3944	428	1	national	national	PROPN
ajote-3944	428	2	board	board	PROPN
ajote-3944	428	3	certification	certification	NOUN
ajote-3944	428	4	as	as	ADP
ajote-3944	428	5	a	a	DET
ajote-3944	428	6	signal	signal	NOUN
ajote-3944	428	7	of	of	ADP
ajote-3944	428	8	effective	effective	ADJ
ajote-3944	428	9	teaching	teaching	NOUN
ajote-3944	428	10	.	.	PUNCT
ajote-3944	429	1	the	the	DET
ajote-3944	429	2	review	review	NOUN
ajote-3944	429	3	of	of	ADP
ajote-3944	429	4	economics	economic	NOUN
ajote-3944	429	5	and	and	CCONJ
ajote-3944	429	6	statistics	statistic	NOUN
ajote-3944	429	7	,	,	PUNCT
ajote-3944	429	8	89(1	89(1	NOUN
ajote-3944	429	9	)	)	PUNCT
ajote-3944	429	10	,	,	PUNCT
ajote-3944	429	11	134–150	134–150	NUM
ajote-3944	429	12	.	.	PUNCT
ajote-3944	430	1	http://doi.org/10.1162/rest.89.1.134	http://doi.org/10.1162/rest.89.1.134	PROPN
ajote-3944	430	2	goldhaber	goldhaber	ADV
ajote-3944	430	3	,	,	PUNCT
ajote-3944	430	4	d.	d.	PROPN
ajote-3944	430	5	,	,	PUNCT
ajote-3944	430	6	lavery	lavery	PROPN
ajote-3944	430	7	,	,	PUNCT
ajote-3944	430	8	l.	l.	PROPN
ajote-3944	430	9	,	,	PUNCT
ajote-3944	430	10	&	&	CCONJ
ajote-3944	430	11	theobald	theobald	PROPN
ajote-3944	430	12	,	,	PUNCT
ajote-3944	430	13	r.	r.	PROPN
ajote-3944	430	14	(	(	PUNCT
ajote-3944	430	15	2015	2015	NUM
ajote-3944	430	16	)	)	PUNCT
ajote-3944	430	17	.	.	PUNCT
ajote-3944	431	1	uneven	uneven	ADJ
ajote-3944	431	2	playing	play	VERB
ajote-3944	431	3	field	field	NOUN
ajote-3944	431	4	?	?	PUNCT
ajote-3944	432	1	assessing	assess	VERB
ajote-3944	432	2	the	the	DET
ajote-3944	432	3	teacher	teacher	NOUN
ajote-3944	432	4	quality	quality	NOUN
ajote-3944	432	5	gap	gap	NOUN
ajote-3944	432	6	between	between	ADP
ajote-3944	432	7	advantaged	advantaged	ADJ
ajote-3944	432	8	and	and	CCONJ
ajote-3944	432	9	disadvantaged	disadvantaged	ADJ
ajote-3944	432	10	students	student	NOUN
ajote-3944	432	11	.	.	PUNCT
ajote-3944	433	1	educational	educational	ADJ
ajote-3944	433	2	researcher	researcher	NOUN
ajote-3944	433	3	,	,	PUNCT
ajote-3944	433	4	44(5	44(5	PROPN
ajote-3944	433	5	)	)	PUNCT
ajote-3944	433	6	,	,	PUNCT
ajote-3944	433	7	293–307	293–307	NUM
ajote-3944	433	8	.	.	PUNCT
ajote-3944	434	1	harris	harris	PROPN
ajote-3944	434	2	,	,	PUNCT
ajote-3944	434	3	d.n	d.n	PROPN
ajote-3944	434	4	.	.	PROPN
ajote-3944	434	5	&	&	CCONJ
ajote-3944	434	6	sass	sass	PROPN
ajote-3944	434	7	,	,	PUNCT
ajote-3944	434	8	t.	t.	PROPN
ajote-3944	434	9	r.	r.	PROPN
ajote-3944	434	10	(	(	PUNCT
ajote-3944	434	11	2011	2011	NUM
ajote-3944	434	12	)	)	PUNCT
ajote-3944	434	13	.	.	PUNCT
ajote-3944	435	1	teacher	teacher	NOUN
ajote-3944	435	2	training	training	NOUN
ajote-3944	435	3	,	,	PUNCT
ajote-3944	435	4	teacher	teacher	NOUN
ajote-3944	435	5	quality	quality	NOUN
ajote-3944	435	6	,	,	PUNCT
ajote-3944	435	7	and	and	CCONJ
ajote-3944	435	8	student	student	NOUN
ajote-3944	435	9	achievement	achievement	NOUN
ajote-3944	435	10	.	.	PUNCT
ajote-3944	436	1	journal	journal	NOUN
ajote-3944	436	2	of	of	ADP
ajote-3944	436	3	public	public	ADJ
ajote-3944	436	4	economics	economic	NOUN
ajote-3944	436	5	.	.	PUNCT
ajote-3944	437	1	95	95	NUM
ajote-3944	437	2	(	(	PUNCT
ajote-3944	437	3	798	798	NUM
ajote-3944	437	4	-	-	NUM
ajote-3944	437	5	812	812	NUM
ajote-3944	437	6	)	)	PUNCT
ajote-3944	437	7	.	.	PUNCT
ajote-3944	438	1	hiebert	hiebert	PROPN
ajote-3944	438	2	,	,	PUNCT
ajote-3944	438	3	j.	j.	PROPN
ajote-3944	438	4	&	&	CCONJ
ajote-3944	438	5	grouws	grouws	PROPN
ajote-3944	438	6	,	,	PUNCT
ajote-3944	438	7	d.	d.	PROPN
ajote-3944	438	8	a.	a.	PROPN
ajote-3944	438	9	(	(	PUNCT
ajote-3944	438	10	2007	2007	NUM
ajote-3944	438	11	)	)	PUNCT
ajote-3944	438	12	.	.	PUNCT
ajote-3944	439	1	the	the	DET
ajote-3944	439	2	effects	effect	NOUN
ajote-3944	439	3	of	of	ADP
ajote-3944	439	4	classroom	classroom	NOUN
ajote-3944	439	5	mathematics	mathematic	NOUN
ajote-3944	439	6	teaching	teaching	NOUN
ajote-3944	439	7	on	on	ADP
ajote-3944	439	8	students	student	NOUN
ajote-3944	439	9	’	'	PUNCT
ajote-3944	439	10	learning	learning	NOUN
ajote-3944	439	11	.	.	PUNCT
ajote-3944	440	1	in	in	ADP
ajote-3944	440	2	f.k	f.k	PROPN
ajote-3944	440	3	.	.	PROPN
ajote-3944	440	4	lester	lester	PROPN
ajote-3944	440	5	,	,	PUNCT
ajote-3944	440	6	jr	jr	PROPN
ajote-3944	440	7	.	.	PROPN
ajote-3944	440	8	,	,	PUNCT
ajote-3944	440	9	(	(	PUNCT
ajote-3944	440	10	ed	ed	NOUN
ajote-3944	440	11	.	.	PUNCT
ajote-3944	440	12	)	)	PUNCT
ajote-3944	441	1	second	second	ADJ
ajote-3944	441	2	handbook	handbook	NOUN
ajote-3944	441	3	of	of	ADP
ajote-3944	441	4	research	research	NOUN
ajote-3944	441	5	on	on	ADP
ajote-3944	441	6	mathematics	mathematic	NOUN
ajote-3944	441	7	teaching	teaching	NOUN
ajote-3944	441	8	and	and	CCONJ
ajote-3944	441	9	learning	learn	VERB
ajote-3944	441	10	(	(	PUNCT
ajote-3944	441	11	pp	pp	ADP
ajote-3944	441	12	371	371	NUM
ajote-3944	441	13	-	-	SYM
ajote-3944	441	14	404	404	NUM
ajote-3944	441	15	)	)	PUNCT
ajote-3944	441	16	.	.	PUNCT
ajote-3944	442	1	charlotte	charlotte	PROPN
ajote-3944	442	2	,	,	PUNCT
ajote-3944	442	3	nc	nc	PROPN
ajote-3944	442	4	:	:	PUNCT
ajote-3944	442	5	information	information	NOUN
ajote-3944	442	6	age	age	NOUN
ajote-3944	442	7	publishing	publishing	NOUN
ajote-3944	442	8	.	.	PUNCT
ajote-3944	443	1	rachel	rachel	PROPN
ajote-3944	443	2	angela	angela	PROPN
ajote-3944	443	3	ayieko	ayieko	PROPN
ajote-3944	443	4	,	,	PUNCT
ajote-3944	443	5	gibbs	gibbs	PROPN
ajote-3944	443	6	kanyongo	kanyongo	PROPN
ajote-3944	443	7	,	,	PUNCT
ajote-3944	443	8	bryan	bryan	PROPN
ajote-3944	443	9	nelson	nelson	PROPN
ajote-3944	443	10	92	92	NUM
ajote-3944	443	11	ajote	ajote	PROPN
ajote-3944	443	12	vol	vol	NOUN
ajote-3944	443	13	.	.	PUNCT
ajote-3944	444	1	7	7	X
ajote-3944	444	2	.	.	X
ajote-3944	444	3	no	no	INTJ
ajote-3944	444	4	.	.	NOUN
ajote-3944	444	5	1	1	NUM
ajote-3944	444	6	,	,	PUNCT
ajote-3944	444	7	pp	pp	ADJ
ajote-3944	444	8	.	.	PUNCT
ajote-3944	445	1	66	66	NUM
ajote-3944	445	2	-94	-94	PUNCT
ajote-3944	445	3	hungi	hungi	PROPN
ajote-3944	445	4	,	,	PUNCT
ajote-3944	445	5	n.	n.	PROPN
ajote-3944	445	6	&	&	CCONJ
ajote-3944	445	7	thuku	thuku	PROPN
ajote-3944	445	8	,	,	PUNCT
ajote-3944	445	9	f.	f.	PROPN
ajote-3944	445	10	w.	w.	PROPN
ajote-3944	445	11	(	(	PUNCT
ajote-3944	445	12	2010	2010	NUM
ajote-3944	445	13	)	)	PUNCT
ajote-3944	445	14	.	.	PUNCT
ajote-3944	446	1	differences	difference	NOUN
ajote-3944	446	2	in	in	ADP
ajote-3944	446	3	pupil	pupil	ADJ
ajote-3944	446	4	achievement	achievement	NOUN
ajote-3944	446	5	in	in	ADP
ajote-3944	446	6	kenya	kenya	PROPN
ajote-3944	446	7	:	:	PUNCT
ajote-3944	446	8	implications	implication	NOUN
ajote-3944	446	9	for	for	ADP
ajote-3944	446	10	policy	policy	NOUN
ajote-3944	446	11	and	and	CCONJ
ajote-3944	446	12	practice	practice	NOUN
ajote-3944	446	13	.	.	PUNCT
ajote-3944	447	1	international	international	ADJ
ajote-3944	447	2	journal	journal	NOUN
ajote-3944	447	3	of	of	ADP
ajote-3944	447	4	educational	educational	ADJ
ajote-3944	447	5	development	development	NOUN
ajote-3944	447	6	.	.	PUNCT
ajote-3944	448	1	30	30	NUM
ajote-3944	448	2	(	(	PUNCT
ajote-3944	448	3	33	33	NUM
ajote-3944	448	4	-	-	SYM
ajote-3944	448	5	43	43	NUM
ajote-3944	448	6	)	)	PUNCT
ajote-3944	448	7	hunt	hunt	NOUN
ajote-3944	448	8	,	,	PUNCT
ajote-3944	448	9	f.	f.	PROPN
ajote-3944	448	10	(	(	PUNCT
ajote-3944	448	11	2015	2015	NUM
ajote-3944	448	12	)	)	PUNCT
ajote-3944	448	13	.	.	PUNCT
ajote-3944	449	1	review	review	NOUN
ajote-3944	449	2	of	of	ADP
ajote-3944	449	3	national	national	ADJ
ajote-3944	449	4	education	education	NOUN
ajote-3944	449	5	policies	policy	NOUN
ajote-3944	449	6	:	:	PUNCT
ajote-3944	449	7	teacher	teacher	NOUN
ajote-3944	449	8	quality	quality	NOUN
ajote-3944	449	9	and	and	CCONJ
ajote-3944	449	10	learning	learn	VERB
ajote-3944	449	11	outcomes	outcome	NOUN
ajote-3944	449	12	.	.	PUNCT
ajote-3944	450	1	prospects	prospect	NOUN
ajote-3944	450	2	,	,	PUNCT
ajote-3944	450	3	45(3	45(3	NUM
ajote-3944	450	4	)	)	PUNCT
ajote-3944	450	5	,	,	PUNCT
ajote-3944	450	6	379–390	379–390	NUM
ajote-3944	450	7	.	.	PUNCT
ajote-3944	451	1	http://doi.org/10.1007/s11125-015-9356-z	http://doi.org/10.1007/s11125-015-9356-z	PRON
ajote-3944	451	2	international	international	ADJ
ajote-3944	451	3	mathematics	mathematics	PROPN
ajote-3944	451	4	union	union	NOUN
ajote-3944	451	5	(	(	PUNCT
ajote-3944	451	6	2009	2009	NUM
ajote-3944	451	7	)	)	PUNCT
ajote-3944	451	8	.	.	PUNCT
ajote-3944	452	1	mathematics	mathematic	NOUN
ajote-3944	452	2	in	in	ADP
ajote-3944	452	3	africa	africa	PROPN
ajote-3944	452	4	:	:	PUNCT
ajote-3944	452	5	challenges	challenge	NOUN
ajote-3944	452	6	and	and	CCONJ
ajote-3944	452	7	opportunities	opportunity	NOUN
ajote-3944	452	8	.	.	PUNCT
ajote-3944	453	1	a	a	DET
ajote-3944	453	2	report	report	NOUN
ajote-3944	453	3	submitted	submit	VERB
ajote-3944	453	4	to	to	ADP
ajote-3944	453	5	the	the	DET
ajote-3944	453	6	john	john	PROPN
ajote-3944	453	7	templeton	templeton	PROPN
ajote-3944	453	8	foundation	foundation	PROPN
ajote-3944	453	9	.	.	PUNCT
ajote-3944	454	1	ishihara	ishihara	PROPN
ajote-3944	454	2	,	,	PUNCT
ajote-3944	454	3	s.	s.	PROPN
ajote-3944	454	4	(	(	PUNCT
ajote-3944	454	5	2012	2012	NUM
ajote-3944	454	6	)	)	PUNCT
ajote-3944	454	7	.	.	PUNCT
ajote-3944	455	1	network	network	NOUN
ajote-3944	455	2	-	-	PUNCT
ajote-3944	455	3	type	type	NOUN
ajote-3944	455	4	cooperation	cooperation	NOUN
ajote-3944	455	5	:	:	PUNCT
ajote-3944	455	6	strengthening	strengthening	NOUN
ajote-3944	455	7	of	of	ADP
ajote-3944	455	8	mathematics	mathematic	NOUN
ajote-3944	455	9	and	and	CCONJ
ajote-3944	455	10	science	science	NOUN
ajote-3944	455	11	education	education	NOUN
ajote-3944	455	12	in	in	ADP
ajote-3944	455	13	western	western	ADJ
ajote-3944	455	14	,	,	PUNCT
ajote-3944	455	15	eastern	eastern	ADJ
ajote-3944	455	16	,	,	PUNCT
ajote-3944	455	17	central	central	ADJ
ajote-3944	455	18	,	,	PUNCT
ajote-3944	455	19	and	and	CCONJ
ajote-3944	455	20	southern	southern	PROPN
ajote-3944	455	21	africa	africa	PROPN
ajote-3944	455	22	(	(	PUNCT
ajote-3944	455	23	smase	smase	NOUN
ajote-3944	455	24	-	-	PUNCT
ajote-3944	455	25	wecsa	wecsa	ADJ
ajote-3944	455	26	)	)	PUNCT
ajote-3944	455	27	network	network	NOUN
ajote-3944	455	28	.	.	PUNCT
ajote-3944	456	1	scaling	scale	VERB
ajote-3944	456	2	up	up	ADP
ajote-3944	456	3	southsouth	southsouth	NOUN
ajote-3944	456	4	and	and	CCONJ
ajote-3944	456	5	triangular	triangular	NOUN
ajote-3944	456	6	cooperation	cooperation	NOUN
ajote-3944	456	7	.	.	PUNCT
ajote-3944	457	1	japan	japan	PROPN
ajote-3944	457	2	international	international	PROPN
ajote-3944	457	3	cooperation	cooperation	PROPN
ajote-3944	457	4	agency	agency	PROPN
ajote-3944	457	5	(	(	PUNCT
ajote-3944	457	6	2014	2014	NUM
ajote-3944	457	7	)	)	PUNCT
ajote-3944	457	8	.	.	PUNCT
ajote-3944	458	1	kenya	kenya	PROPN
ajote-3944	458	2	smasse	smasse	PROPN
ajote-3944	458	3	/	/	SYM
ajote-3944	458	4	smase	smase	NOUN
ajote-3944	458	5	projects	project	NOUN
ajote-3944	458	6	(	(	PUNCT
ajote-3944	458	7	1993	1993	NUM
ajote-3944	458	8	-	-	SYM
ajote-3944	458	9	2013	2013	NUM
ajote-3944	458	10	)	)	PUNCT
ajote-3944	458	11	.	.	PUNCT
ajote-3944	459	1	retrieved	retrieve	VERB
ajote-3944	459	2	from	from	ADP
ajote-3944	459	3	http://www.jica.go.jp/topics/news/2013/ku57pq00001mk98datt/20140320_01.pdf	http://www.jica.go.jp/topics/news/2013/ku57pq00001mk98datt/20140320_01.pdf	PROPN
ajote-3944	459	4	kennedy	kennedy	PROPN
ajote-3944	459	5	,	,	PUNCT
ajote-3944	459	6	m.	m.	NOUN
ajote-3944	459	7	m.	m.	NOUN
ajote-3944	459	8	(	(	PUNCT
ajote-3944	459	9	2010	2010	NUM
ajote-3944	459	10	)	)	PUNCT
ajote-3944	459	11	.	.	PUNCT
ajote-3944	460	1	attribution	attribution	NOUN
ajote-3944	460	2	error	error	NOUN
ajote-3944	460	3	and	and	CCONJ
ajote-3944	460	4	the	the	DET
ajote-3944	460	5	quest	quest	NOUN
ajote-3944	460	6	for	for	ADP
ajote-3944	460	7	teacher	teacher	NOUN
ajote-3944	460	8	quality	quality	NOUN
ajote-3944	460	9	.	.	PUNCT
ajote-3944	461	1	american	american	ADJ
ajote-3944	461	2	education	education	PROPN
ajote-3944	461	3	research	research	PROPN
ajote-3944	461	4	association	association	PROPN
ajote-3944	461	5	,	,	PUNCT
ajote-3944	461	6	39(8	39(8	NUM
ajote-3944	461	7	)	)	PUNCT
ajote-3944	461	8	,	,	PUNCT
ajote-3944	461	9	591–598	591–598	NUM
ajote-3944	461	10	.	.	PUNCT
ajote-3944	462	1	http://doi.org/10.3102/0013189x10390804	http://doi.org/10.3102/0013189x10390804	NOUN
ajote-3944	462	2	kisirkoi	kisirkoi	PROPN
ajote-3944	462	3	,	,	PUNCT
ajote-3944	462	4	f.	f.	PROPN
ajote-3944	462	5	k.	k.	PROPN
ajote-3944	462	6	,	,	PUNCT
ajote-3944	462	7	&	&	CCONJ
ajote-3944	462	8	kadenyi	kadenyi	PROPN
ajote-3944	462	9	,	,	PUNCT
ajote-3944	462	10	m.	m.	NOUN
ajote-3944	462	11	a.	a.	NOUN
ajote-3944	462	12	(	(	PUNCT
ajote-3944	462	13	2012	2012	NUM
ajote-3944	462	14	)	)	PUNCT
ajote-3944	462	15	.	.	PUNCT
ajote-3944	463	1	towards	towards	ADP
ajote-3944	463	2	enhanced	enhance	VERB
ajote-3944	463	3	teacher	teacher	NOUN
ajote-3944	463	4	quality	quality	NOUN
ajote-3944	463	5	in	in	ADP
ajote-3944	463	6	kenya	kenya	NOUN
ajote-3944	463	7	for	for	ADP
ajote-3944	463	8	the	the	DET
ajote-3944	463	9	21st	21st	ADJ
ajote-3944	463	10	century	century	NOUN
ajote-3944	463	11	learner	learner	NOUN
ajote-3944	463	12	.	.	PUNCT
ajote-3944	464	1	international	international	ADJ
ajote-3944	464	2	journal	journal	NOUN
ajote-3944	464	3	of	of	ADP
ajote-3944	464	4	current	current	ADJ
ajote-3944	464	5	research	research	NOUN
ajote-3944	464	6	,	,	PUNCT
ajote-3944	464	7	4(5	4(5	PROPN
ajote-3944	464	8	)	)	PUNCT
ajote-3944	464	9	,	,	PUNCT
ajote-3944	464	10	216–221	216–221	NUM
ajote-3944	464	11	.	.	PUNCT
ajote-3944	465	1	lauwerier	lauwerier	ADJ
ajote-3944	465	2	,	,	PUNCT
ajote-3944	465	3	t.	t.	PROPN
ajote-3944	465	4	&	&	CCONJ
ajote-3944	465	5	akkari	akkari	PROPN
ajote-3944	465	6	,	,	PUNCT
ajote-3944	465	7	a.	a.	NOUN
ajote-3944	465	8	(	(	PUNCT
ajote-3944	465	9	2015	2015	NUM
ajote-3944	465	10	)	)	PUNCT
ajote-3944	465	11	.	.	PUNCT
ajote-3944	466	1	teachers	teacher	NOUN
ajote-3944	466	2	and	and	CCONJ
ajote-3944	466	3	the	the	DET
ajote-3944	466	4	quality	quality	NOUN
ajote-3944	466	5	of	of	ADP
ajote-3944	466	6	basic	basic	ADJ
ajote-3944	466	7	education	education	NOUN
ajote-3944	466	8	in	in	ADP
ajote-3944	466	9	sub	sub	ADJ
ajote-3944	466	10	-	-	ADJ
ajote-3944	466	11	saharan	saharan	ADJ
ajote-3944	466	12	arica	arica	PROPN
ajote-3944	466	13	.	.	PUNCT
ajote-3944	467	1	education	education	NOUN
ajote-3944	467	2	research	research	NOUN
ajote-3944	467	3	and	and	CCONJ
ajote-3944	467	4	foresight	foresight	VERB
ajote-3944	467	5	working	work	VERB
ajote-3944	467	6	papers	paper	NOUN
ajote-3944	467	7	.	.	PUNCT
ajote-3944	468	1	unesco	unesco	PROPN
ajote-3944	468	2	makuwa	makuwa	PROPN
ajote-3944	468	3	,	,	PUNCT
ajote-3944	468	4	d.	d.	PROPN
ajote-3944	468	5	(	(	PUNCT
ajote-3944	468	6	2011	2011	NUM
ajote-3944	468	7	)	)	PUNCT
ajote-3944	468	8	.	.	PUNCT
ajote-3944	469	1	characteristics	characteristic	NOUN
ajote-3944	469	2	of	of	ADP
ajote-3944	469	3	grade	grade	NOUN
ajote-3944	469	4	6	6	NUM
ajote-3944	469	5	teachers	teacher	NOUN
ajote-3944	469	6	.	.	PUNCT
ajote-3944	470	1	working	work	VERB
ajote-3944	470	2	paper	paper	NOUN
ajote-3944	470	3	2	2	NUM
ajote-3944	470	4	.	.	PUNCT
ajote-3944	470	5	sacmeq	sacmeq	NOUN
ajote-3944	470	6	coordinating	coordinate	VERB
ajote-3944	470	7	center	center	NOUN
ajote-3944	470	8	.	.	PUNCT
ajote-3944	471	1	unesco	unesco	PROPN
ajote-3944	471	2	international	international	PROPN
ajote-3944	471	3	institute	institute	PROPN
ajote-3944	471	4	for	for	ADP
ajote-3944	471	5	educational	educational	ADJ
ajote-3944	471	6	planning	planning	NOUN
ajote-3944	471	7	(	(	PUNCT
ajote-3944	471	8	iiep	iiep	PROPN
ajote-3944	471	9	)	)	PUNCT
ajote-3944	471	10	ministry	ministry	PROPN
ajote-3944	471	11	of	of	ADP
ajote-3944	471	12	devolution	devolution	NOUN
ajote-3944	471	13	and	and	CCONJ
ajote-3944	471	14	planning	planning	NOUN
ajote-3944	471	15	.	.	PUNCT
ajote-3944	472	1	(	(	PUNCT
ajote-3944	472	2	2013	2013	NUM
ajote-3944	472	3	)	)	PUNCT
ajote-3944	472	4	.	.	PUNCT
ajote-3944	473	1	millennium	millennium	NOUN
ajote-3944	473	2	development	development	NOUN
ajote-3944	473	3	goals	goal	NOUN
ajote-3944	473	4	:	:	PUNCT
ajote-3944	473	5	status	status	NOUN
ajote-3944	473	6	report	report	NOUN
ajote-3944	473	7	for	for	ADP
ajote-3944	473	8	kenya	kenya	PROPN
ajote-3944	473	9	2013	2013	NUM
ajote-3944	473	10	(	(	PUNCT
ajote-3944	473	11	status	status	NOUN
ajote-3944	473	12	report	report	NOUN
ajote-3944	473	13	)	)	PUNCT
ajote-3944	473	14	.	.	PUNCT
ajote-3944	474	1	nairobi	nairobi	PROPN
ajote-3944	474	2	,	,	PUNCT
ajote-3944	474	3	kenya	kenya	PROPN
ajote-3944	474	4	.	.	PUNCT
ajote-3944	474	5	retrieved	retrieve	VERB
ajote-3944	474	6	from	from	ADP
ajote-3944	474	7	http://www.ke.undp.org/content/dam/kenya/docs/mdgs%20report/mdg%202014.pdf	http://www.ke.undp.org/content/dam/kenya/docs/mdgs%20report/mdg%202014.pdf	PROPN
ajote-3944	474	8	ministry	ministry	PROPN
ajote-3944	474	9	of	of	ADP
ajote-3944	474	10	economic	economic	ADJ
ajote-3944	474	11	planning	planning	NOUN
ajote-3944	474	12	and	and	CCONJ
ajote-3944	474	13	investment	investment	NOUN
ajote-3944	474	14	promotion	promotion	NOUN
ajote-3944	474	15	.	.	PUNCT
ajote-3944	475	1	(	(	PUNCT
ajote-3944	475	2	2012	2012	NUM
ajote-3944	475	3	)	)	PUNCT
ajote-3944	475	4	.	.	PUNCT
ajote-3944	476	1	zimbabwe	zimbabwe	ADJ
ajote-3944	476	2	2012	2012	NUM
ajote-3944	476	3	:	:	PUNCT
ajote-3944	476	4	millennium	millennium	NOUN
ajote-3944	476	5	development	development	NOUN
ajote-3944	476	6	goals	goal	NOUN
ajote-3944	476	7	progress	progress	VERB
ajote-3944	476	8	report	report	NOUN
ajote-3944	476	9	(	(	PUNCT
ajote-3944	476	10	progress	progress	NOUN
ajote-3944	476	11	report	report	NOUN
ajote-3944	476	12	)	)	PUNCT
ajote-3944	476	13	.	.	PUNCT
ajote-3944	477	1	harare	harare	PROPN
ajote-3944	477	2	,	,	PUNCT
ajote-3944	477	3	zimbabwe	zimbabwe	PROPN
ajote-3944	477	4	.	.	PUNCT
ajote-3944	477	5	retrieved	retrieve	VERB
ajote-3944	477	6	from	from	ADP
ajote-3944	477	7	understanding	understand	VERB
ajote-3944	477	8	the	the	DET
ajote-3944	477	9	relationships	relationship	NOUN
ajote-3944	477	10	between	between	ADP
ajote-3944	477	11	teacher	teacher	NOUN
ajote-3944	477	12	quality	quality	NOUN
ajote-3944	477	13	and	and	CCONJ
ajote-3944	477	14	sixth	sixth	ADJ
ajote-3944	477	15	grade	grade	NOUN
ajote-3944	477	16	students	student	NOUN
ajote-3944	477	17	’	'	PUNCT
ajote-3944	477	18	mathematics	mathematic	NOUN
ajote-3944	477	19	competencies	competency	NOUN
ajote-3944	477	20	in	in	ADP
ajote-3944	477	21	kenya	kenya	PROPN
ajote-3944	477	22	and	and	CCONJ
ajote-3944	477	23	zimbabwe	zimbabwe	ADJ
ajote-3944	477	24	93	93	NUM
ajote-3944	477	25	ajote	ajote	NOUN
ajote-3944	477	26	vol	vol	NOUN
ajote-3944	477	27	.	.	PUNCT
ajote-3944	478	1	7	7	X
ajote-3944	478	2	.	.	X
ajote-3944	478	3	no	no	INTJ
ajote-3944	478	4	.	.	NOUN
ajote-3944	478	5	1	1	NUM
ajote-3944	478	6	,	,	PUNCT
ajote-3944	478	7	pp	pp	ADJ
ajote-3944	478	8	.	.	PUNCT
ajote-3944	479	1	66	66	NUM
ajote-3944	479	2	-94	-94	PUNCT
ajote-3944	480	1	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/	PROPN
ajote-3944	480	2	zimbabwe	zimbabwe	PROPN
ajote-3944	480	3	/	/	SYM
ajote-3944	480	4	mdgr%202012final%20draft%208.pdf?download	mdgr%202012final%20draft%208.pdf?download	PROPN
ajote-3944	480	5	national	national	ADJ
ajote-3944	480	6	research	research	PROPN
ajote-3944	480	7	council	council	PROPN
ajote-3944	480	8	(	(	PUNCT
ajote-3944	480	9	2013	2013	NUM
ajote-3944	480	10	)	)	PUNCT
ajote-3944	480	11	.	.	PUNCT
ajote-3944	481	1	education	education	NOUN
ajote-3944	481	2	for	for	ADP
ajote-3944	481	3	life	life	NOUN
ajote-3944	481	4	and	and	CCONJ
ajote-3944	481	5	work	work	NOUN
ajote-3944	481	6	:	:	PUNCT
ajote-3944	481	7	developing	develop	VERB
ajote-3944	481	8	transferrable	transferrable	ADJ
ajote-3944	481	9	knowledge	knowledge	NOUN
ajote-3944	481	10	and	and	CCONJ
ajote-3944	481	11	skills	skill	NOUN
ajote-3944	481	12	in	in	ADP
ajote-3944	481	13	the	the	DET
ajote-3944	481	14	21st	21st	ADJ
ajote-3944	481	15	century	century	NOUN
ajote-3944	481	16	.	.	PUNCT
ajote-3944	482	1	national	national	ADJ
ajote-3944	482	2	academies	academies	PROPN
ajote-3944	482	3	press	press	PROPN
ajote-3944	482	4	.	.	PUNCT
ajote-3944	483	1	national	national	PROPN
ajote-3944	483	2	research	research	PROPN
ajote-3944	483	3	council	council	PROPN
ajote-3944	483	4	(	(	PUNCT
ajote-3944	483	5	2010	2010	NUM
ajote-3944	483	6	)	)	PUNCT
ajote-3944	483	7	.	.	PUNCT
ajote-3944	484	1	preparing	prepare	VERB
ajote-3944	484	2	teachers	teacher	NOUN
ajote-3944	484	3	:	:	PUNCT
ajote-3944	484	4	building	build	VERB
ajote-3944	484	5	evidence	evidence	NOUN
ajote-3944	484	6	for	for	ADP
ajote-3944	484	7	sound	sound	ADJ
ajote-3944	484	8	policy	policy	NOUN
ajote-3944	484	9	.	.	PUNCT
ajote-3944	485	1	washington	washington	PROPN
ajote-3944	485	2	d.c	d.c	PROPN
ajote-3944	485	3	.	.	PUNCT
ajote-3944	486	1	the	the	DET
ajote-3944	486	2	national	national	PROPN
ajote-3944	486	3	academies	academies	PROPN
ajote-3944	486	4	press	press	PROPN
ajote-3944	486	5	.	.	PUNCT
ajote-3944	487	1	ozel	ozel	PROPN
ajote-3944	487	2	,	,	PUNCT
ajote-3944	487	3	z.	z.	PROPN
ajote-3944	487	4	e.	e.	PROPN
ajote-3944	487	5	y.	y.	PROPN
ajote-3944	487	6	,	,	PUNCT
ajote-3944	487	7	&	&	CCONJ
ajote-3944	487	8	ozel	ozel	PROPN
ajote-3944	487	9	,	,	PUNCT
ajote-3944	487	10	s.	s.	PROPN
ajote-3944	487	11	(	(	PUNCT
ajote-3944	487	12	2013	2013	NUM
ajote-3944	487	13	)	)	PUNCT
ajote-3944	487	14	.	.	PUNCT
ajote-3944	488	1	mathematics	mathematic	NOUN
ajote-3944	488	2	teacher	teacher	NOUN
ajote-3944	488	3	quality	quality	NOUN
ajote-3944	488	4	:	:	PUNCT
ajote-3944	488	5	its	its	PRON
ajote-3944	488	6	distribution	distribution	NOUN
ajote-3944	488	7	and	and	CCONJ
ajote-3944	488	8	relations	relation	NOUN
ajote-3944	488	9	hip	hip	NOUN
ajote-3944	488	10	with	with	ADP
ajote-3944	488	11	student	student	NOUN
ajote-3944	488	12	achievement	achievement	NOUN
ajote-3944	488	13	in	in	ADP
ajote-3944	488	14	turkey	turkey	PROPN
ajote-3944	488	15	.	.	PUNCT
ajote-3944	489	1	asia	asia	PROPN
ajote-3944	489	2	pacific	pacific	PROPN
ajote-3944	489	3	education	education	PROPN
ajote-3944	489	4	review	review	PROPN
ajote-3944	489	5	,	,	PUNCT
ajote-3944	489	6	14(2	14(2	NUM
ajote-3944	489	7	)	)	PUNCT
ajote-3944	489	8	,	,	PUNCT
ajote-3944	489	9	231–242	231–242	NUM
ajote-3944	489	10	.	.	PUNCT
ajote-3944	490	1	http://doi.org/10.1007/s12564-013-9242-4	http://doi.org/10.1007/s12564-013-9242-4	NUM
ajote-3944	490	2	raykov	raykov	NOUN
ajote-3944	490	3	,	,	PUNCT
ajote-3944	490	4	t.	t.	PROPN
ajote-3944	490	5	,	,	PUNCT
ajote-3944	490	6	&	&	CCONJ
ajote-3944	490	7	marcoulides	marcoulide	NOUN
ajote-3944	490	8	,	,	PUNCT
ajote-3944	490	9	g.	g.	PROPN
ajote-3944	490	10	a.(2012	a.(2012	PROPN
ajote-3944	490	11	)	)	PUNCT
ajote-3944	490	12	.	.	PUNCT
ajote-3944	491	1	an	an	DET
ajote-3944	491	2	introduction	introduction	NOUN
ajote-3944	491	3	to	to	ADP
ajote-3944	491	4	applied	apply	VERB
ajote-3944	491	5	multivariate	multivariate	NOUN
ajote-3944	491	6	analysis	analysis	NOUN
ajote-3944	491	7	.	.	PUNCT
ajote-3944	492	1	new	new	PROPN
ajote-3944	492	2	york	york	PROPN
ajote-3944	492	3	:	:	PUNCT
ajote-3944	492	4	routledge	routledge	PROPN
ajote-3944	492	5	press	press	PROPN
ajote-3944	492	6	.	.	PUNCT
ajote-3944	493	1	sato	sato	PROPN
ajote-3944	493	2	,	,	PUNCT
ajote-3944	493	3	m.	m.	NOUN
ajote-3944	493	4	,	,	PUNCT
ajote-3944	493	5	wei	wei	PROPN
ajote-3944	493	6	,	,	PUNCT
ajote-3944	493	7	r.	r.	PROPN
ajote-3944	493	8	c.	c.	PROPN
ajote-3944	493	9	,	,	PUNCT
ajote-3944	493	10	&	&	CCONJ
ajote-3944	493	11	darling	darling	PROPN
ajote-3944	493	12	-	-	PUNCT
ajote-3944	493	13	hammond	hammond	PROPN
ajote-3944	493	14	,	,	PUNCT
ajote-3944	493	15	l.	l.	PROPN
ajote-3944	493	16	(	(	PUNCT
ajote-3944	493	17	2008	2008	NUM
ajote-3944	493	18	)	)	PUNCT
ajote-3944	493	19	.	.	PUNCT
ajote-3944	494	1	improving	improve	VERB
ajote-3944	494	2	teachers	teacher	NOUN
ajote-3944	494	3	’	'	PUNCT
ajote-3944	494	4	assessment	assessment	NOUN
ajote-3944	494	5	practices	practice	NOUN
ajote-3944	494	6	through	through	ADP
ajote-3944	494	7	professional	professional	ADJ
ajote-3944	494	8	development	development	NOUN
ajote-3944	494	9	:	:	PUNCT
ajote-3944	494	10	the	the	DET
ajote-3944	494	11	case	case	NOUN
ajote-3944	494	12	of	of	ADP
ajote-3944	494	13	national	national	PROPN
ajote-3944	494	14	board	board	PROPN
ajote-3944	494	15	certification	certification	NOUN
ajote-3944	494	16	.	.	PUNCT
ajote-3944	495	1	american	american	PROPN
ajote-3944	495	2	educational	educational	PROPN
ajote-3944	495	3	research	research	PROPN
ajote-3944	495	4	journal	journal	PROPN
ajote-3944	495	5	45(3	45(3	NUM
ajote-3944	495	6	)	)	PUNCT
ajote-3944	495	7	,	,	PUNCT
ajote-3944	495	8	669	669	NUM
ajote-3944	495	9	-	-	SYM
ajote-3944	495	10	700	700	NUM
ajote-3944	495	11	.	.	PUNCT
ajote-3944	496	1	sapire	sapire	NOUN
ajote-3944	496	2	,	,	PUNCT
ajote-3944	496	3	i.	i.	PROPN
ajote-3944	496	4	,	,	PUNCT
ajote-3944	496	5	&	&	CCONJ
ajote-3944	496	6	sorto	sorto	PROPN
ajote-3944	496	7	,	,	PUNCT
ajote-3944	496	8	m.	m.	NOUN
ajote-3944	496	9	a.	a.	NOUN
ajote-3944	496	10	(	(	PUNCT
ajote-3944	496	11	2012	2012	NUM
ajote-3944	496	12	)	)	PUNCT
ajote-3944	496	13	.	.	PUNCT
ajote-3944	497	1	analyzing	analyze	VERB
ajote-3944	497	2	teaching	teach	VERB
ajote-3944	497	3	quality	quality	NOUN
ajote-3944	497	4	in	in	ADP
ajote-3944	497	5	botswana	botswana	PROPN
ajote-3944	497	6	and	and	CCONJ
ajote-3944	497	7	south	south	PROPN
ajote-3944	497	8	africa	africa	PROPN
ajote-3944	497	9	.	.	PUNCT
ajote-3944	498	1	prospects	prospect	NOUN
ajote-3944	498	2	,	,	PUNCT
ajote-3944	498	3	42(4	42(4	PROPN
ajote-3944	498	4	)	)	PUNCT
ajote-3944	498	5	,	,	PUNCT
ajote-3944	498	6	433–451	433–451	NUM
ajote-3944	498	7	.	.	PUNCT
ajote-3944	499	1	http://doi.org/10.1007/s11125-012-9250-x	http://doi.org/10.1007/s11125-012-9250-x	PROPN
ajote-3944	499	2	shulman	shulman	PROPN
ajote-3944	499	3	,	,	PUNCT
ajote-3944	499	4	l.	l.	PROPN
ajote-3944	499	5	s.	s.	PROPN
ajote-3944	499	6	,	,	PUNCT
ajote-3944	499	7	&	&	CCONJ
ajote-3944	499	8	hutchings	hutchings	PROPN
ajote-3944	499	9	,	,	PUNCT
ajote-3944	499	10	p.	p.	NOUN
ajote-3944	499	11	(	(	PUNCT
ajote-3944	499	12	2004	2004	NUM
ajote-3944	499	13	)	)	PUNCT
ajote-3944	499	14	.	.	PUNCT
ajote-3944	500	1	the	the	DET
ajote-3944	500	2	wisdom	wisdom	NOUN
ajote-3944	500	3	of	of	ADP
ajote-3944	500	4	practice	practice	NOUN
ajote-3944	500	5	:	:	PUNCT
ajote-3944	500	6	essays	essay	NOUN
ajote-3944	500	7	on	on	ADP
ajote-3944	500	8	teaching	teaching	NOUN
ajote-3944	500	9	,	,	PUNCT
ajote-3944	500	10	learning	learning	NOUN
ajote-3944	500	11	,	,	PUNCT
ajote-3944	500	12	and	and	CCONJ
ajote-3944	500	13	learning	learn	VERB
ajote-3944	500	14	to	to	PART
ajote-3944	500	15	teach	teach	VERB
ajote-3944	500	16	(	(	PUNCT
ajote-3944	500	17	pp	pp	ADJ
ajote-3944	500	18	.	.	PUNCT
ajote-3944	500	19	187	187	NUM
ajote-3944	500	20	-	-	SYM
ajote-3944	500	21	216	216	NUM
ajote-3944	500	22	)	)	PUNCT
ajote-3944	500	23	.	.	PUNCT
ajote-3944	501	1	s.	s.	PROPN
ajote-3944	501	2	m.	m.	PROPN
ajote-3944	501	3	wilson	wilson	PROPN
ajote-3944	501	4	(	(	PUNCT
ajote-3944	501	5	ed	ed	NOUN
ajote-3944	501	6	.	.	PUNCT
ajote-3944	501	7	)	)	PUNCT
ajote-3944	501	8	.	.	PUNCT
ajote-3944	502	1	san	san	PROPN
ajote-3944	502	2	francisco	francisco	PROPN
ajote-3944	502	3	:	:	PUNCT
ajote-3944	502	4	jossey	jossey	NOUN
ajote-3944	502	5	-	-	PUNCT
ajote-3944	502	6	bass	bass	NOUN
ajote-3944	502	7	.	.	PUNCT
ajote-3944	503	1	the	the	DET
ajote-3944	503	2	national	national	ADJ
ajote-3944	503	3	economic	economic	ADJ
ajote-3944	503	4	and	and	CCONJ
ajote-3944	503	5	social	social	ADJ
ajote-3944	503	6	council	council	PROPN
ajote-3944	503	7	of	of	ADP
ajote-3944	503	8	kenya	kenya	PROPN
ajote-3944	503	9	.	.	PUNCT
ajote-3944	504	1	(	(	PUNCT
ajote-3944	504	2	2014	2014	NUM
ajote-3944	504	3	)	)	PUNCT
ajote-3944	504	4	.	.	PUNCT
ajote-3944	505	1	kenya	kenya	PROPN
ajote-3944	505	2	vision	vision	PROPN
ajote-3944	505	3	2030	2030	NUM
ajote-3944	505	4	:	:	PUNCT
ajote-3944	505	5	the	the	DET
ajote-3944	505	6	popular	popular	ADJ
ajote-3944	505	7	version	version	NOUN
ajote-3944	505	8	(	(	PUNCT
ajote-3944	505	9	progress	progress	NOUN
ajote-3944	505	10	report	report	NOUN
ajote-3944	505	11	)	)	PUNCT
ajote-3944	505	12	.	.	PUNCT
ajote-3944	506	1	retrieved	retrieve	VERB
ajote-3944	506	2	from	from	ADP
ajote-3944	506	3	http://www.vision2030.go.ke/wpcontent/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	http://www.vision2030.go.ke/wpcontent/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	PROPN
ajote-3944	506	4	unesco	unesco	PROPN
ajote-3944	506	5	(	(	PUNCT
ajote-3944	506	6	2006	2006	NUM
ajote-3944	506	7	)	)	PUNCT
ajote-3944	506	8	.	.	PUNCT
ajote-3944	507	1	teaching	teaching	NOUN
ajote-3944	507	2	and	and	CCONJ
ajote-3944	507	3	educational	educational	ADJ
ajote-3944	507	4	quality	quality	NOUN
ajote-3944	507	5	:	:	PUNCT
ajote-3944	507	6	monitoring	monitor	VERB
ajote-3944	507	7	global	global	ADJ
ajote-3944	507	8	needs	need	NOUN
ajote-3944	507	9	for	for	ADP
ajote-3944	507	10	2015	2015	NUM
ajote-3944	507	11	.	.	PUNCT
ajote-3944	508	1	unesco	unesco	PROPN
ajote-3944	508	2	institute	institute	PROPN
ajote-3944	508	3	of	of	ADP
ajote-3944	508	4	statistics	statistics	PROPN
ajote-3944	508	5	.	.	PUNCT
ajote-3944	509	1	montreal	montreal	PROPN
ajote-3944	509	2	,	,	PUNCT
ajote-3944	509	3	canada	canada	PROPN
ajote-3944	509	4	wasanga	wasanga	PROPN
ajote-3944	509	5	,	,	PUNCT
ajote-3944	509	6	p.	p.	NOUN
ajote-3944	509	7	m.	m.	NOUN
ajote-3944	509	8	,	,	PUNCT
ajote-3944	509	9	ogle	ogle	VERB
ajote-3944	509	10	,	,	PUNCT
ajote-3944	509	11	m.	m.	NOUN
ajote-3944	509	12	a.	a.	PROPN
ajote-3944	509	13	,	,	PUNCT
ajote-3944	509	14	&	&	CCONJ
ajote-3944	509	15	wambua	wambua	PROPN
ajote-3944	509	16	,	,	PUNCT
ajote-3944	509	17	r.	r.	PROPN
ajote-3944	509	18	m.	m.	PROPN
ajote-3944	509	19	(	(	PUNCT
ajote-3944	509	20	2011	2011	NUM
ajote-3944	509	21	)	)	PUNCT
ajote-3944	509	22	.	.	PUNCT
ajote-3944	510	1	trends	trend	NOUN
ajote-3944	510	2	in	in	ADP
ajote-3944	510	3	achievement	achievement	NOUN
ajote-3944	510	4	levels	level	NOUN
ajote-3944	510	5	of	of	ADP
ajote-3944	510	6	standard	standard	ADJ
ajote-3944	510	7	6	6	NUM
ajote-3944	510	8	pupils	pupil	NOUN
ajote-3944	510	9	in	in	ADP
ajote-3944	510	10	kenya	kenya	PROPN
ajote-3944	510	11	(	(	PUNCT
ajote-3944	510	12	no	no	INTJ
ajote-3944	510	13	.	.	NOUN
ajote-3944	510	14	1	1	NUM
ajote-3944	510	15	)	)	PUNCT
ajote-3944	510	16	.	.	PUNCT
ajote-3944	511	1	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/zimbabwe/mdgr%202012final%20draft%208.pdf?download	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/zimbabwe/mdgr%202012final%20draft%208.pdf?download	PROPN
ajote-3944	511	2	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/zimbabwe/mdgr%202012final%20draft%208.pdf?download	http://www.undp.org/content/dam/undp/library/mdg/english/mdg%20country%20reports/zimbabwe/mdgr%202012final%20draft%208.pdf?download	PROPN
ajote-3944	511	3	http://www.vision2030.go.ke/wp-content/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	http://www.vision2030.go.ke/wp-content/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	NOUN
ajote-3944	511	4	http://www.vision2030.go.ke/wp-content/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	http://www.vision2030.go.ke/wp-content/uploads/2015/12/vision2030_abridged%20(popular%20version).pdf	PROPN
ajote-3944	511	5	rachel	rachel	PROPN
ajote-3944	511	6	angela	angela	PROPN
ajote-3944	511	7	ayieko	ayieko	PROPN
ajote-3944	511	8	,	,	PUNCT
ajote-3944	511	9	gibbs	gibbs	PROPN
ajote-3944	511	10	kanyongo	kanyongo	PROPN
ajote-3944	511	11	,	,	PUNCT
ajote-3944	511	12	bryan	bryan	PROPN
ajote-3944	511	13	nelson	nelson	PROPN
ajote-3944	511	14	94	94	NUM
ajote-3944	511	15	ajote	ajote	PROPN
ajote-3944	511	16	vol	vol	NOUN
ajote-3944	511	17	.	.	PUNCT
ajote-3944	512	1	7	7	X
ajote-3944	512	2	.	.	X
ajote-3944	512	3	no	no	INTJ
ajote-3944	512	4	.	.	NOUN
ajote-3944	512	5	1	1	NUM
ajote-3944	512	6	,	,	PUNCT
ajote-3944	512	7	pp	pp	ADJ
ajote-3944	512	8	.	.	PUNCT
ajote-3944	513	1	66	66	NUM
ajote-3944	513	2	-94	-94	PUNCT
ajote-3944	513	3	wayne	wayne	PROPN
ajote-3944	513	4	,	,	PUNCT
ajote-3944	513	5	a.	a.	PROPN
ajote-3944	513	6	j.	j.	PROPN
ajote-3944	513	7	,	,	PUNCT
ajote-3944	513	8	&	&	CCONJ
ajote-3944	513	9	youngs	young	NOUN
ajote-3944	513	10	,	,	PUNCT
ajote-3944	513	11	p.	p.	NOUN
ajote-3944	513	12	(	(	PUNCT
ajote-3944	513	13	2003	2003	NUM
ajote-3944	513	14	)	)	PUNCT
ajote-3944	513	15	.	.	PUNCT
ajote-3944	514	1	teacher	teacher	NOUN
ajote-3944	514	2	characteristics	characteristic	NOUN
ajote-3944	514	3	and	and	CCONJ
ajote-3944	514	4	student	student	NOUN
ajote-3944	514	5	achievement	achievement	NOUN
ajote-3944	514	6	gains	gain	NOUN
ajote-3944	514	7	:	:	PUNCT
ajote-3944	514	8	a	a	DET
ajote-3944	514	9	review	review	NOUN
ajote-3944	514	10	.	.	PUNCT
ajote-3944	515	1	review	review	NOUN
ajote-3944	515	2	of	of	ADP
ajote-3944	515	3	educational	educational	ADJ
ajote-3944	515	4	research	research	NOUN
ajote-3944	515	5	association	association	PROPN
ajote-3944	515	6	,	,	PUNCT
ajote-3944	515	7	73(1	73(1	NUM
ajote-3944	515	8	)	)	PUNCT
ajote-3944	515	9	,	,	PUNCT
ajote-3944	515	10	89–122	89–122	PROPN
ajote-3944	515	11	.	.	PUNCT
ajote-3944	515	12	http://doi.org/10.3102/00346543073001089	http://doi.org/10.3102/00346543073001089	PROPN
ajote-3944	515	13	wilson	wilson	PROPN
ajote-3944	515	14	,	,	PUNCT
ajote-3944	515	15	s.	s.	PROPN
ajote-3944	515	16	m.	m.	PROPN
ajote-3944	515	17	,	,	PUNCT
ajote-3944	515	18	floden	floden	PROPN
ajote-3944	515	19	,	,	PUNCT
ajote-3944	515	20	r.	r.	PROPN
ajote-3944	515	21	e.	e.	PROPN
ajote-3944	515	22	,	,	PUNCT
ajote-3944	515	23	&	&	CCONJ
ajote-3944	515	24	ferrini	ferrini	NOUN
ajote-3944	515	25	-	-	PUNCT
ajote-3944	515	26	mundi	mundi	NOUN
ajote-3944	515	27	,	,	PUNCT
ajote-3944	515	28	j.	j.	PROPN
ajote-3944	515	29	(	(	PUNCT
ajote-3944	515	30	2002	2002	NUM
ajote-3944	515	31	)	)	PUNCT
ajote-3944	515	32	.	.	PUNCT
ajote-3944	516	1	teacher	teacher	NOUN
ajote-3944	516	2	preparation	preparation	NOUN
ajote-3944	516	3	research	research	NOUN
ajote-3944	516	4	:	:	PUNCT
ajote-3944	516	5	an	an	DET
ajote-3944	516	6	insider	insider	NOUN
ajote-3944	516	7	’s	’s	PART
ajote-3944	516	8	view	view	NOUN
ajote-3944	516	9	from	from	ADP
ajote-3944	516	10	the	the	DET
ajote-3944	516	11	outside	outside	NOUN
ajote-3944	516	12	.	.	PUNCT
ajote-3944	517	1	journal	journal	PROPN
ajote-3944	517	2	of	of	ADP
ajote-3944	517	3	teacher	teacher	NOUN
ajote-3944	517	4	education	education	NOUN
ajote-3944	517	5	,	,	PUNCT
ajote-3944	517	6	53(3	53(3	NUM
ajote-3944	517	7	)	)	PUNCT
ajote-3944	517	8	,	,	PUNCT
ajote-3944	517	9	190–204	190–204	NUM
ajote-3944	517	10	.	.	PUNCT
ajote-3944	517	11	http://doi.org/10.1177/0022487102053003002	http://doi.org/10.1177/0022487102053003002	NOUN