id	sid	tid	token	lemma	pos
hls-10376	1	1	hrev_master	hrev_master	NOUN
hls-10376	2	1	[	[	X
hls-10376	2	2	healthcare	healthcare	NOUN
hls-10376	2	3	in	in	ADP
hls-10376	2	4	low	low	ADJ
hls-10376	2	5	-	-	PUNCT
hls-10376	2	6	resource	resource	NOUN
hls-10376	2	7	settings	setting	NOUN
hls-10376	2	8	2022	2022	NUM
hls-10376	2	9	;	;	PUNCT
hls-10376	2	10	10:10376	10:10376	NUM
hls-10376	2	11	]	]	X
hls-10376	3	1	[	[	X
hls-10376	3	2	page	page	NOUN
hls-10376	3	3	45	45	NUM
hls-10376	3	4	]	]	PUNCT
hls-10376	3	5	why	why	SCONJ
hls-10376	3	6	measure	measure	VERB
hls-10376	3	7	the	the	DET
hls-10376	3	8	retention	retention	NOUN
hls-10376	3	9	of	of	ADP
hls-10376	3	10	health	health	NOUN
hls-10376	3	11	workers	worker	NOUN
hls-10376	3	12	within	within	ADP
hls-10376	3	13	borders	border	NOUN
hls-10376	3	14	?	?	PUNCT
hls-10376	4	1	lessons	lesson	NOUN
hls-10376	4	2	learned	learn	VERB
hls-10376	4	3	from	from	ADP
hls-10376	4	4	the	the	DET
hls-10376	4	5	etatmba	etatmba	NOUN
hls-10376	4	6	program	program	NOUN
hls-10376	4	7	in	in	ADP
hls-10376	4	8	measuring	measure	VERB
hls-10376	4	9	health	health	NOUN
hls-10376	4	10	workforce	workforce	NOUN
hls-10376	4	11	retention	retention	NOUN
hls-10376	4	12	in	in	ADP
hls-10376	4	13	malawi	malawi	PROPN
hls-10376	4	14	and	and	CCONJ
hls-10376	4	15	tanzania	tanzania	PROPN
hls-10376	4	16	mselenge	mselenge	PROPN
hls-10376	4	17	mdegela,1	mdegela,1	PROPN
hls-10376	4	18	chimwemwe	chimwemwe	PROPN
hls-10376	4	19	joe	joe	PROPN
hls-10376	4	20	mvula,2	mvula,2	PROPN
hls-10376	4	21	ndemetria	ndemetria	PROPN
hls-10376	4	22	vermand,3	vermand,3	PROPN
hls-10376	4	23	barbara	barbara	PROPN
hls-10376	4	24	madaj,1	madaj,1	PROPN
hls-10376	4	25	joseph	joseph	PROPN
hls-10376	4	26	paul	paul	PROPN
hls-10376	4	27	o’hare4	o’hare4	PROPN
hls-10376	4	28	1liverpool	1liverpool	PROPN
hls-10376	4	29	school	school	NOUN
hls-10376	4	30	of	of	ADP
hls-10376	4	31	tropical	tropical	ADJ
hls-10376	4	32	medicine	medicine	NOUN
hls-10376	4	33	,	,	PUNCT
hls-10376	4	34	liverpool	liverpool	PROPN
hls-10376	4	35	,	,	PUNCT
hls-10376	4	36	uk	uk	PROPN
hls-10376	4	37	;	;	PUNCT
hls-10376	4	38	2kamuzu	2kamuzu	NUM
hls-10376	4	39	central	central	ADJ
hls-10376	4	40	hospital	hospital	NOUN
hls-10376	4	41	,	,	PUNCT
hls-10376	4	42	lilongwe	lilongwe	PROPN
hls-10376	4	43	,	,	PUNCT
hls-10376	4	44	malawi	malawi	PROPN
hls-10376	4	45	;	;	PUNCT
hls-10376	4	46	3morogoro	3morogoro	NUM
hls-10376	4	47	college	college	NOUN
hls-10376	4	48	of	of	ADP
hls-10376	4	49	health	health	PROPN
hls-10376	4	50	and	and	CCONJ
hls-10376	4	51	allied	ally	VERB
hls-10376	4	52	sciences	sciences	PROPN
hls-10376	4	53	,	,	PUNCT
hls-10376	4	54	morogoro	morogoro	PROPN
hls-10376	4	55	,	,	PUNCT
hls-10376	4	56	tanzania	tanzania	PROPN
hls-10376	4	57	;	;	PUNCT
hls-10376	4	58	4warwick	4warwick	NUM
hls-10376	4	59	medical	medical	ADJ
hls-10376	4	60	school	school	NOUN
hls-10376	4	61	,	,	PUNCT
hls-10376	4	62	the	the	DET
hls-10376	4	63	university	university	PROPN
hls-10376	4	64	of	of	ADP
hls-10376	4	65	warwick	warwick	PROPN
hls-10376	4	66	,	,	PUNCT
hls-10376	4	67	coventry	coventry	NOUN
hls-10376	4	68	,	,	PUNCT
hls-10376	4	69	uk	uk	PROPN
hls-10376	4	70	abstract	abstract	ADJ
hls-10376	4	71	health	health	NOUN
hls-10376	4	72	workforce	workforce	NOUN
hls-10376	4	73	retention	retention	NOUN
hls-10376	4	74	is	be	AUX
hls-10376	4	75	a	a	DET
hls-10376	4	76	recognised	recognise	VERB
hls-10376	4	77	strategy	strategy	NOUN
hls-10376	4	78	for	for	ADP
hls-10376	4	79	alleviating	alleviate	VERB
hls-10376	4	80	the	the	DET
hls-10376	4	81	health	health	NOUN
hls-10376	4	82	workforce	workforce	NOUN
hls-10376	4	83	scarcity	scarcity	NOUN
hls-10376	4	84	in	in	ADP
hls-10376	4	85	lowand	lowand	ADJ
hls-10376	4	86	middleincome	middleincome	PROPN
hls-10376	4	87	countries	country	NOUN
hls-10376	4	88	.	.	PUNCT
hls-10376	5	1	however	however	ADV
hls-10376	5	2	,	,	PUNCT
hls-10376	5	3	there	there	PRON
hls-10376	5	4	is	be	VERB
hls-10376	5	5	a	a	DET
hls-10376	5	6	lack	lack	NOUN
hls-10376	5	7	of	of	ADP
hls-10376	5	8	clarity	clarity	NOUN
hls-10376	5	9	on	on	ADP
hls-10376	5	10	what	what	DET
hls-10376	5	11	retention	retention	NOUN
hls-10376	5	12	is	be	AUX
hls-10376	5	13	and	and	CCONJ
hls-10376	5	14	how	how	SCONJ
hls-10376	5	15	it	it	PRON
hls-10376	5	16	is	be	AUX
hls-10376	5	17	measured	measure	VERB
hls-10376	5	18	.	.	PUNCT
hls-10376	6	1	we	we	PRON
hls-10376	6	2	followed	follow	VERB
hls-10376	6	3	up	up	ADP
hls-10376	6	4	with	with	ADP
hls-10376	6	5	health	health	NOUN
hls-10376	6	6	workers	worker	NOUN
hls-10376	6	7	who	who	PRON
hls-10376	6	8	participated	participate	VERB
hls-10376	6	9	in	in	ADP
hls-10376	6	10	the	the	DET
hls-10376	6	11	etatmba	etatmba	NOUN
hls-10376	6	12	program	program	NOUN
hls-10376	6	13	,	,	PUNCT
hls-10376	6	14	an	an	DET
hls-10376	6	15	in	in	ADP
hls-10376	6	16	-	-	PUNCT
hls-10376	6	17	service	service	NOUN
hls-10376	6	18	training	training	NOUN
hls-10376	6	19	program	program	NOUN
hls-10376	6	20	from	from	ADP
hls-10376	6	21	selected	select	VERB
hls-10376	6	22	healthcare	healthcare	NOUN
hls-10376	6	23	facilities	facility	NOUN
hls-10376	6	24	in	in	ADP
hls-10376	6	25	malawi	malawi	PROPN
hls-10376	6	26	and	and	CCONJ
hls-10376	6	27	tanzania	tanzania	PROPN
hls-10376	6	28	,	,	PUNCT
hls-10376	6	29	once	once	ADV
hls-10376	6	30	per	per	ADP
hls-10376	6	31	quarter	quarter	NOUN
hls-10376	6	32	,	,	PUNCT
hls-10376	6	33	for	for	ADP
hls-10376	6	34	five	five	NUM
hls-10376	6	35	years	year	NOUN
hls-10376	6	36	,	,	PUNCT
hls-10376	6	37	to	to	PART
hls-10376	6	38	determine	determine	VERB
hls-10376	6	39	their	their	PRON
hls-10376	6	40	retention	retention	NOUN
hls-10376	6	41	.	.	PUNCT
hls-10376	7	1	we	we	PRON
hls-10376	7	2	measured	measure	VERB
hls-10376	7	3	retention	retention	NOUN
hls-10376	7	4	in	in	ADP
hls-10376	7	5	three	three	NUM
hls-10376	7	6	aspects	aspect	NOUN
hls-10376	7	7	:	:	PUNCT
hls-10376	7	8	i	i	NOUN
hls-10376	7	9	)	)	PUNCT
hls-10376	7	10	duration	duration	NOUN
hls-10376	7	11	of	of	ADP
hls-10376	7	12	stay	stay	NOUN
hls-10376	7	13	in	in	ADP
hls-10376	7	14	target	target	NOUN
hls-10376	7	15	healthcare	healthcare	NOUN
hls-10376	7	16	facilities	facility	NOUN
hls-10376	7	17	,	,	PUNCT
hls-10376	7	18	ii	ii	NOUN
hls-10376	7	19	)	)	PUNCT
hls-10376	7	20	retention	retention	NOUN
hls-10376	7	21	in	in	ADP
hls-10376	7	22	clinical	clinical	ADJ
hls-10376	7	23	roles	role	NOUN
hls-10376	7	24	,	,	PUNCT
hls-10376	7	25	and	and	CCONJ
hls-10376	7	26	iii	iii	X
hls-10376	7	27	)	)	PUNCT
hls-10376	7	28	retention	retention	NOUN
hls-10376	7	29	in	in	ADP
hls-10376	7	30	government	government	NOUN
hls-10376	7	31	employment	employment	NOUN
hls-10376	7	32	.	.	PUNCT
hls-10376	8	1	we	we	PRON
hls-10376	8	2	tracked	track	VERB
hls-10376	8	3	127	127	NUM
hls-10376	8	4	participants	participant	NOUN
hls-10376	8	5	,	,	PUNCT
hls-10376	8	6	46	46	NUM
hls-10376	8	7	in	in	ADP
hls-10376	8	8	malawi	malawi	PROPN
hls-10376	8	9	and	and	CCONJ
hls-10376	8	10	81	81	NUM
hls-10376	8	11	in	in	ADP
hls-10376	8	12	tanzania	tanzania	PROPN
hls-10376	8	13	.	.	PUNCT
hls-10376	9	1	at	at	ADP
hls-10376	9	2	the	the	DET
hls-10376	9	3	end	end	NOUN
hls-10376	9	4	of	of	ADP
hls-10376	9	5	tracking	tracking	NOUN
hls-10376	9	6	,	,	PUNCT
hls-10376	9	7	the	the	DET
hls-10376	9	8	retention	retention	NOUN
hls-10376	9	9	in	in	ADP
hls-10376	9	10	each	each	DET
hls-10376	9	11	aspect	aspect	NOUN
hls-10376	9	12	measured	measure	VERB
hls-10376	9	13	was	be	AUX
hls-10376	9	14	different	different	ADJ
hls-10376	9	15	.	.	PUNCT
hls-10376	10	1	in	in	ADP
hls-10376	10	2	malawi	malawi	PROPN
hls-10376	10	3	,	,	PUNCT
hls-10376	10	4	the	the	DET
hls-10376	10	5	retention	retention	NOUN
hls-10376	10	6	in	in	ADP
hls-10376	10	7	target	target	NOUN
hls-10376	10	8	facilities	facility	NOUN
hls-10376	10	9	was	be	AUX
hls-10376	10	10	47.2	47.2	NUM
hls-10376	10	11	%	%	NOUN
hls-10376	10	12	,	,	PUNCT
hls-10376	10	13	the	the	DET
hls-10376	10	14	retention	retention	NOUN
hls-10376	10	15	for	for	ADP
hls-10376	10	16	clinical	clinical	ADJ
hls-10376	10	17	roles	role	NOUN
hls-10376	10	18	was	be	AUX
hls-10376	10	19	69.5	69.5	NUM
hls-10376	10	20	%	%	NOUN
hls-10376	10	21	,	,	PUNCT
hls-10376	10	22	and	and	CCONJ
hls-10376	10	23	retention	retention	NOUN
hls-10376	10	24	for	for	ADP
hls-10376	10	25	government	government	NOUN
hls-10376	10	26	employment	employment	NOUN
hls-10376	10	27	was	be	AUX
hls-10376	10	28	76.1	76.1	NUM
hls-10376	10	29	%	%	NOUN
hls-10376	10	30	.	.	PUNCT
hls-10376	11	1	in	in	ADP
hls-10376	11	2	tanzania	tanzania	PROPN
hls-10376	11	3	,	,	PUNCT
hls-10376	11	4	the	the	DET
hls-10376	11	5	rates	rate	NOUN
hls-10376	11	6	were	be	AUX
hls-10376	11	7	45.7	45.7	NUM
hls-10376	11	8	%	%	NOUN
hls-10376	11	9	,	,	PUNCT
hls-10376	11	10	72.8	72.8	NUM
hls-10376	11	11	%	%	NOUN
hls-10376	11	12	,	,	PUNCT
hls-10376	11	13	and	and	CCONJ
hls-10376	11	14	76.5	76.5	NUM
hls-10376	11	15	%	%	NOUN
hls-10376	11	16	,	,	PUNCT
hls-10376	11	17	respectively	respectively	ADV
hls-10376	11	18	.	.	PUNCT
hls-10376	12	1	the	the	DET
hls-10376	12	2	extent	extent	NOUN
hls-10376	12	3	of	of	ADP
hls-10376	12	4	workforce	workforce	NOUN
hls-10376	12	5	retention	retention	NOUN
hls-10376	12	6	depends	depend	VERB
hls-10376	12	7	on	on	ADP
hls-10376	12	8	the	the	DET
hls-10376	12	9	parameters	parameter	NOUN
hls-10376	12	10	chosen	choose	VERB
hls-10376	12	11	to	to	PART
hls-10376	12	12	measure	measure	VERB
hls-10376	12	13	it	it	PRON
hls-10376	12	14	.	.	PUNCT
hls-10376	13	1	standard	standard	ADJ
hls-10376	13	2	indicators	indicator	NOUN
hls-10376	13	3	for	for	ADP
hls-10376	13	4	workforce	workforce	NOUN
hls-10376	13	5	retention	retention	NOUN
hls-10376	13	6	needs	need	VERB
hls-10376	13	7	to	to	PART
hls-10376	13	8	be	be	AUX
hls-10376	13	9	outlined	outline	VERB
hls-10376	13	10	to	to	PART
hls-10376	13	11	streamline	streamline	VERB
hls-10376	13	12	retention	retention	NOUN
hls-10376	13	13	measurement	measurement	NOUN
hls-10376	13	14	,	,	PUNCT
hls-10376	13	15	inform	inform	VERB
hls-10376	13	16	health	health	NOUN
hls-10376	13	17	policies	policy	NOUN
hls-10376	13	18	and	and	CCONJ
hls-10376	13	19	improve	improve	VERB
hls-10376	13	20	human	human	ADJ
hls-10376	13	21	resources	resource	NOUN
hls-10376	13	22	for	for	ADP
hls-10376	13	23	health	health	NOUN
hls-10376	13	24	planning	planning	NOUN
hls-10376	13	25	.	.	PUNCT
hls-10376	14	1	introduction	introduction	NOUN
hls-10376	14	2	since	since	SCONJ
hls-10376	14	3	the	the	DET
hls-10376	14	4	first	first	ADJ
hls-10376	14	5	global	global	ADJ
hls-10376	14	6	conference	conference	NOUN
hls-10376	14	7	on	on	ADP
hls-10376	14	8	human	human	ADJ
hls-10376	14	9	resources	resource	NOUN
hls-10376	14	10	for	for	ADP
hls-10376	14	11	health	health	NOUN
hls-10376	14	12	(	(	PUNCT
hls-10376	14	13	hrh	hrh	PROPN
hls-10376	14	14	)	)	PUNCT
hls-10376	14	15	in	in	ADP
hls-10376	14	16	kampala	kampala	PROPN
hls-10376	14	17	in	in	ADP
hls-10376	14	18	2008	2008	NUM
hls-10376	14	19	,	,	PUNCT
hls-10376	14	20	health	health	NOUN
hls-10376	14	21	workforce	workforce	NOUN
hls-10376	14	22	retention	retention	NOUN
hls-10376	14	23	has	have	AUX
hls-10376	14	24	become	become	VERB
hls-10376	14	25	a	a	DET
hls-10376	14	26	recognised	recognise	VERB
hls-10376	14	27	strategy	strategy	NOUN
hls-10376	14	28	for	for	ADP
hls-10376	14	29	alleviating	alleviate	VERB
hls-10376	14	30	the	the	DET
hls-10376	14	31	deficit	deficit	NOUN
hls-10376	14	32	of	of	ADP
hls-10376	14	33	health	health	NOUN
hls-10376	14	34	workers.1	workers.1	PROPN
hls-10376	14	35	likewise	likewise	ADV
hls-10376	14	36	,	,	PUNCT
hls-10376	14	37	subsequent	subsequent	ADJ
hls-10376	14	38	global	global	ADJ
hls-10376	14	39	fora	forum	NOUN
hls-10376	14	40	on	on	ADP
hls-10376	14	41	hrh2,3	hrh2,3	PROPN
hls-10376	14	42	and	and	CCONJ
hls-10376	14	43	later	later	ADV
hls-10376	14	44	workforce	workforce	NOUN
hls-10376	14	45	2030	2030	NUM
hls-10376	14	46	–	–	PUNCT
hls-10376	14	47	the	the	DET
hls-10376	14	48	current	current	ADJ
hls-10376	14	49	global	global	ADJ
hls-10376	14	50	strategy	strategy	NOUN
hls-10376	14	51	on	on	ADP
hls-10376	14	52	hrh	hrh	PROPN
hls-10376	14	53	considers	consider	VERB
hls-10376	14	54	enhanced	enhance	VERB
hls-10376	14	55	health	health	NOUN
hls-10376	14	56	workforce	workforce	NOUN
hls-10376	14	57	retention	retention	NOUN
hls-10376	14	58	to	to	PART
hls-10376	14	59	be	be	AUX
hls-10376	14	60	critical	critical	ADJ
hls-10376	14	61	for	for	ADP
hls-10376	14	62	improving	improve	VERB
hls-10376	14	63	the	the	DET
hls-10376	14	64	availability	availability	NOUN
hls-10376	14	65	and	and	CCONJ
hls-10376	14	66	access	access	NOUN
hls-10376	14	67	to	to	ADP
hls-10376	14	68	hrh	hrh	PROPN
hls-10376	14	69	,	,	PUNCT
hls-10376	14	70	and	and	CCONJ
hls-10376	14	71	strongly	strongly	ADV
hls-10376	14	72	stresses	stress	VERB
hls-10376	14	73	the	the	DET
hls-10376	14	74	role	role	NOUN
hls-10376	14	75	of	of	ADP
hls-10376	14	76	hrh	hrh	PROPN
hls-10376	14	77	in	in	ADP
hls-10376	14	78	attaining	attain	VERB
hls-10376	14	79	the	the	DET
hls-10376	14	80	universal	universal	ADJ
hls-10376	14	81	health	health	NOUN
hls-10376	14	82	coverage	coverage	NOUN
hls-10376	14	83	(	(	PUNCT
hls-10376	14	84	uhc).4	uhc).4	PROPN
hls-10376	14	85	in	in	ADP
hls-10376	14	86	the	the	DET
hls-10376	14	87	same	same	ADJ
hls-10376	14	88	way	way	NOUN
hls-10376	14	89	,	,	PUNCT
hls-10376	14	90	health	health	NOUN
hls-10376	14	91	policies	policy	NOUN
hls-10376	14	92	in	in	ADP
hls-10376	14	93	many	many	ADJ
hls-10376	14	94	countries	country	NOUN
hls-10376	14	95	,	,	PUNCT
hls-10376	14	96	including	include	VERB
hls-10376	14	97	malawi	malawi	PROPN
hls-10376	14	98	and	and	CCONJ
hls-10376	14	99	tanzania	tanzania	PROPN
hls-10376	14	100	,	,	PUNCT
hls-10376	14	101	mention	mention	VERB
hls-10376	14	102	health	health	NOUN
hls-10376	14	103	workforce	workforce	NOUN
hls-10376	14	104	retention	retention	NOUN
hls-10376	14	105	as	as	ADP
hls-10376	14	106	a	a	DET
hls-10376	14	107	crucial	crucial	ADJ
hls-10376	14	108	strategy	strategy	NOUN
hls-10376	14	109	for	for	ADP
hls-10376	14	110	improving	improve	VERB
hls-10376	14	111	hrh.5,6	hrh.5,6	PROPN
hls-10376	14	112	but	but	CCONJ
hls-10376	14	113	what	what	PRON
hls-10376	14	114	is	be	AUX
hls-10376	14	115	health	health	NOUN
hls-10376	14	116	workforce	workforce	NOUN
hls-10376	14	117	retention	retention	NOUN
hls-10376	14	118	?	?	PUNCT
hls-10376	15	1	how	how	SCONJ
hls-10376	15	2	is	be	AUX
hls-10376	15	3	it	it	PRON
hls-10376	15	4	measured	measure	VERB
hls-10376	15	5	?	?	PUNCT
hls-10376	16	1	moreover	moreover	ADV
hls-10376	16	2	,	,	PUNCT
hls-10376	16	3	how	how	SCONJ
hls-10376	16	4	can	can	AUX
hls-10376	16	5	improved	improved	VERB
hls-10376	16	6	workforce	workforce	NOUN
hls-10376	16	7	retention	retention	NOUN
hls-10376	16	8	improve	improve	VERB
hls-10376	16	9	hrh	hrh	PROPN
hls-10376	16	10	?	?	PUNCT
hls-10376	17	1	unfortunately	unfortunately	ADV
hls-10376	17	2	,	,	PUNCT
hls-10376	17	3	these	these	DET
hls-10376	17	4	documents	document	NOUN
hls-10376	17	5	do	do	AUX
hls-10376	17	6	not	not	PART
hls-10376	17	7	provide	provide	VERB
hls-10376	17	8	sufficient	sufficient	ADJ
hls-10376	17	9	answers	answer	NOUN
hls-10376	17	10	to	to	ADP
hls-10376	17	11	these	these	DET
hls-10376	17	12	questions	question	NOUN
hls-10376	17	13	.	.	PUNCT
hls-10376	18	1	multiple	multiple	ADJ
hls-10376	18	2	definitions	definition	NOUN
hls-10376	18	3	of	of	ADP
hls-10376	18	4	health	health	NOUN
hls-10376	18	5	workforce	workforce	NOUN
hls-10376	18	6	retention	retention	NOUN
hls-10376	18	7	exist	exist	VERB
hls-10376	18	8	;	;	PUNCT
hls-10376	18	9	there	there	PRON
hls-10376	18	10	appears	appear	VERB
hls-10376	18	11	to	to	PART
hls-10376	18	12	be	be	AUX
hls-10376	18	13	no	no	DET
hls-10376	18	14	consensus	consensus	NOUN
hls-10376	18	15	on	on	ADP
hls-10376	18	16	the	the	DET
hls-10376	18	17	definition	definition	NOUN
hls-10376	18	18	for	for	ADP
hls-10376	18	19	health	health	NOUN
hls-10376	18	20	workforce	workforce	NOUN
hls-10376	18	21	retention	retention	NOUN
hls-10376	18	22	or	or	CCONJ
hls-10376	18	23	its	its	PRON
hls-10376	18	24	opposite	opposite	ADJ
hls-10376	18	25	–	–	PUNCT
hls-10376	18	26	attrition	attrition	NOUN
hls-10376	18	27	.	.	PUNCT
hls-10376	19	1	for	for	ADP
hls-10376	19	2	example	example	NOUN
hls-10376	19	3	,	,	PUNCT
hls-10376	19	4	wilson	wilson	PROPN
hls-10376	19	5	et	et	PROPN
hls-10376	19	6	al	al	PROPN
hls-10376	19	7	.	.	PROPN
hls-10376	19	8	defines	define	VERB
hls-10376	19	9	retention	retention	NOUN
hls-10376	19	10	as	as	ADP
hls-10376	19	11	a	a	DET
hls-10376	19	12	stay	stay	NOUN
hls-10376	19	13	of	of	ADP
hls-10376	19	14	more	more	ADJ
hls-10376	19	15	than	than	ADP
hls-10376	19	16	five	five	NUM
hls-10376	19	17	years	year	NOUN
hls-10376	19	18	in	in	ADP
hls-10376	19	19	a	a	DET
hls-10376	19	20	healthcare	healthcare	NOUN
hls-10376	19	21	facility	facility	NOUN
hls-10376	19	22	,	,	PUNCT
hls-10376	19	23	or	or	CCONJ
hls-10376	19	24	more	more	ADJ
hls-10376	19	25	than	than	ADP
hls-10376	19	26	two	two	NUM
hls-10376	19	27	years	year	NOUN
hls-10376	19	28	beyond	beyond	ADP
hls-10376	19	29	the	the	DET
hls-10376	19	30	termination	termination	NOUN
hls-10376	19	31	of	of	ADP
hls-10376	19	32	a	a	DET
hls-10376	19	33	contractual	contractual	ADJ
hls-10376	19	34	agreement,7	agreement,7	NOUN
hls-10376	19	35	while	while	SCONJ
hls-10376	19	36	humphreys	humphreys	PROPN
hls-10376	19	37	et	et	PROPN
hls-10376	19	38	al	al	PROPN
hls-10376	19	39	.	.	PROPN
hls-10376	19	40	refers	refer	VERB
hls-10376	19	41	to	to	ADP
hls-10376	19	42	health	health	NOUN
hls-10376	19	43	workforce	workforce	NOUN
hls-10376	19	44	retention	retention	NOUN
hls-10376	19	45	as	as	ADP
hls-10376	19	46	the	the	DET
hls-10376	19	47	length	length	NOUN
hls-10376	19	48	of	of	ADP
hls-10376	19	49	time	time	NOUN
hls-10376	19	50	between	between	ADP
hls-10376	19	51	the	the	DET
hls-10376	19	52	commencement	commencement	NOUN
hls-10376	19	53	and	and	CCONJ
hls-10376	19	54	termination	termination	NOUN
hls-10376	19	55	of	of	ADP
hls-10376	19	56	employment	employment	NOUN
hls-10376	19	57	.	.	PUNCT
hls-10376	20	1	the	the	DET
hls-10376	20	2	“	"	PUNCT
hls-10376	20	3	length	length	NOUN
hls-10376	20	4	of	of	ADP
hls-10376	20	5	time	time	NOUN
hls-10376	20	6	”	"	PUNCT
hls-10376	20	7	referred	refer	VERB
hls-10376	20	8	to	to	ADP
hls-10376	20	9	by	by	ADP
hls-10376	20	10	humphreys	humphreys	PROPN
hls-10376	20	11	et	et	PROPN
hls-10376	20	12	al	al	PROPN
hls-10376	20	13	.	.	PROPN
hls-10376	20	14	is	be	AUX
hls-10376	20	15	not	not	PART
hls-10376	20	16	specified	specify	VERB
hls-10376	20	17	,	,	PUNCT
hls-10376	20	18	making	make	VERB
hls-10376	20	19	the	the	DET
hls-10376	20	20	definition	definition	NOUN
hls-10376	20	21	arbitrary	arbitrary	ADJ
hls-10376	20	22	.	.	PUNCT
hls-10376	21	1	8	8	NUM
hls-10376	21	2	attrition	attrition	NOUN
hls-10376	21	3	,	,	PUNCT
hls-10376	21	4	on	on	ADP
hls-10376	21	5	the	the	DET
hls-10376	21	6	other	other	ADJ
hls-10376	21	7	hand	hand	NOUN
hls-10376	21	8	,	,	PUNCT
hls-10376	21	9	refers	refer	VERB
hls-10376	21	10	to	to	ADP
hls-10376	21	11	the	the	DET
hls-10376	21	12	rate	rate	NOUN
hls-10376	21	13	at	at	ADP
hls-10376	21	14	which	which	PRON
hls-10376	21	15	people	people	NOUN
hls-10376	21	16	leave	leave	VERB
hls-10376	21	17	the	the	DET
hls-10376	21	18	organisation.9	organisation.9	PROPN
hls-10376	21	19	castro	castro	PROPN
hls-10376	21	20	lopes	lopes	PROPN
hls-10376	21	21	et	et	PROPN
hls-10376	21	22	al	al	PROPN
hls-10376	21	23	.	.	PROPN
hls-10376	22	1	define	define	VERB
hls-10376	22	2	attrition	attrition	NOUN
hls-10376	22	3	as	as	ADP
hls-10376	22	4	exits	exit	NOUN
hls-10376	22	5	from	from	ADP
hls-10376	22	6	the	the	DET
hls-10376	22	7	workforce	workforce	NOUN
hls-10376	22	8	for	for	ADP
hls-10376	22	9	reasons	reason	NOUN
hls-10376	22	10	other	other	ADJ
hls-10376	22	11	than	than	ADP
hls-10376	22	12	death	death	NOUN
hls-10376	22	13	or	or	CCONJ
hls-10376	22	14	retirement	retirement	NOUN
hls-10376	22	15	and	and	CCONJ
hls-10376	22	16	notes	note	VERB
hls-10376	22	17	the	the	DET
hls-10376	22	18	commonly	commonly	ADV
hls-10376	22	19	used	use	VERB
hls-10376	22	20	synonyms	synonym	NOUN
hls-10376	22	21	for	for	ADP
hls-10376	22	22	attrition	attrition	NOUN
hls-10376	22	23	–	–	PUNCT
hls-10376	22	24	“	"	PUNCT
hls-10376	22	25	brain	brain	NOUN
hls-10376	22	26	drain	drain	NOUN
hls-10376	22	27	,	,	PUNCT
hls-10376	22	28	”	"	PUNCT
hls-10376	22	29	“	"	PUNCT
hls-10376	22	30	turnover	turnover	NOUN
hls-10376	22	31	,	,	PUNCT
hls-10376	22	32	”	"	PUNCT
hls-10376	22	33	“	"	PUNCT
hls-10376	22	34	drop	drop	NOUN
hls-10376	22	35	-	-	PUNCT
hls-10376	22	36	outs	out	NOUN
hls-10376	22	37	,	,	PUNCT
hls-10376	22	38	”	"	PUNCT
hls-10376	22	39	“	"	PUNCT
hls-10376	22	40	losses	loss	NOUN
hls-10376	22	41	,	,	PUNCT
hls-10376	22	42	”	"	PUNCT
hls-10376	22	43	“	"	PUNCT
hls-10376	22	44	separation	separation	NOUN
hls-10376	22	45	,	,	PUNCT
hls-10376	22	46	”	"	PUNCT
hls-10376	22	47	and	and	CCONJ
hls-10376	22	48	“	"	PUNCT
hls-10376	22	49	premature	premature	ADJ
hls-10376	22	50	departure,”10	departure,”10	NOUN
hls-10376	22	51	adding	add	VERB
hls-10376	22	52	to	to	ADP
hls-10376	22	53	the	the	DET
hls-10376	22	54	complexity	complexity	NOUN
hls-10376	22	55	of	of	ADP
hls-10376	22	56	the	the	DET
hls-10376	22	57	definition	definition	NOUN
hls-10376	22	58	.	.	PUNCT
hls-10376	23	1	external	external	ADJ
hls-10376	23	2	brain	brain	NOUN
hls-10376	23	3	-	-	PUNCT
hls-10376	23	4	drain	drain	NOUN
hls-10376	23	5	,	,	PUNCT
hls-10376	23	6	commonly	commonly	ADV
hls-10376	23	7	referred	refer	VERB
hls-10376	23	8	to	to	ADP
hls-10376	23	9	as	as	ADP
hls-10376	23	10	“	"	PUNCT
hls-10376	23	11	brain	brain	NOUN
hls-10376	23	12	-	-	PUNCT
hls-10376	23	13	drain	drain	NOUN
hls-10376	23	14	,	,	PUNCT
hls-10376	23	15	”	"	PUNCT
hls-10376	23	16	is	be	AUX
hls-10376	23	17	the	the	DET
hls-10376	23	18	most	most	ADV
hls-10376	23	19	documented	document	VERB
hls-10376	23	20	form	form	NOUN
hls-10376	23	21	of	of	ADP
hls-10376	23	22	attrition	attrition	NOUN
hls-10376	23	23	which	which	PRON
hls-10376	23	24	,	,	PUNCT
hls-10376	23	25	in	in	ADP
hls-10376	23	26	most	most	ADJ
hls-10376	23	27	cases	case	NOUN
hls-10376	23	28	,	,	PUNCT
hls-10376	23	29	involves	involve	VERB
hls-10376	23	30	the	the	DET
hls-10376	23	31	flow	flow	NOUN
hls-10376	23	32	of	of	ADP
hls-10376	23	33	health	health	NOUN
hls-10376	23	34	workers	worker	NOUN
hls-10376	23	35	from	from	ADP
hls-10376	23	36	lowto	lowto	PROPN
hls-10376	23	37	high	high	ADJ
hls-10376	23	38	-	-	PUNCT
hls-10376	23	39	income	income	NOUN
hls-10376	23	40	countries.11	countries.11	NOUN
hls-10376	23	41	however	however	ADV
hls-10376	23	42	,	,	PUNCT
hls-10376	23	43	movements	movement	NOUN
hls-10376	23	44	of	of	ADP
hls-10376	23	45	health	health	NOUN
hls-10376	23	46	workers	worker	NOUN
hls-10376	23	47	within	within	ADP
hls-10376	23	48	borders	border	NOUN
hls-10376	23	49	,	,	PUNCT
hls-10376	23	50	also	also	ADV
hls-10376	23	51	referred	refer	VERB
hls-10376	23	52	to	to	ADP
hls-10376	23	53	as	as	SCONJ
hls-10376	23	54	internal	internal	ADJ
hls-10376	23	55	brain	brain	NOUN
hls-10376	23	56	-	-	PUNCT
hls-10376	23	57	drain,9	drain,9	NOUN
hls-10376	23	58	internal	internal	ADJ
hls-10376	23	59	occupational	occupational	PROPN
hls-10376	23	60	mobility12	mobility12	NOUN
hls-10376	23	61	or	or	CCONJ
hls-10376	23	62	intersectoral	intersectoral	ADJ
hls-10376	23	63	mobility,13	mobility,13	NOUN
hls-10376	23	64	are	be	AUX
hls-10376	23	65	common	common	ADJ
hls-10376	23	66	.	.	PUNCT
hls-10376	24	1	they	they	PRON
hls-10376	24	2	can	can	AUX
hls-10376	24	3	equally	equally	ADV
hls-10376	24	4	disrupt	disrupt	VERB
hls-10376	24	5	access	access	NOUN
hls-10376	24	6	to	to	ADP
hls-10376	24	7	the	the	DET
hls-10376	24	8	health	health	NOUN
hls-10376	24	9	workforce	workforce	NOUN
hls-10376	24	10	,	,	PUNCT
hls-10376	24	11	especially	especially	ADV
hls-10376	24	12	in	in	ADP
hls-10376	24	13	rural	rural	ADJ
hls-10376	24	14	and	and	CCONJ
hls-10376	24	15	remote	remote	ADJ
hls-10376	24	16	areas,14	areas,14	ADV
hls-10376	24	17	and	and	CCONJ
hls-10376	24	18	needs	need	VERB
hls-10376	24	19	addressing	address	VERB
hls-10376	24	20	.	.	PUNCT
hls-10376	25	1	a	a	DET
hls-10376	25	2	better	well	ADJ
hls-10376	25	3	understanding	understanding	NOUN
hls-10376	25	4	of	of	ADP
hls-10376	25	5	patterns	pattern	NOUN
hls-10376	25	6	of	of	ADP
hls-10376	25	7	health	health	NOUN
hls-10376	25	8	workforce	workforce	NOUN
hls-10376	25	9	mobility	mobility	NOUN
hls-10376	25	10	within	within	ADP
hls-10376	25	11	countries	country	NOUN
hls-10376	25	12	and	and	CCONJ
hls-10376	25	13	their	their	PRON
hls-10376	25	14	linkage	linkage	NOUN
hls-10376	25	15	to	to	ADP
hls-10376	25	16	retention	retention	NOUN
hls-10376	25	17	is	be	AUX
hls-10376	25	18	needed	need	VERB
hls-10376	25	19	to	to	PART
hls-10376	25	20	determine	determine	VERB
hls-10376	25	21	the	the	DET
hls-10376	25	22	extent	extent	NOUN
hls-10376	25	23	to	to	PART
hls-10376	25	24	which	which	PRON
hls-10376	25	25	health	health	NOUN
hls-10376	25	26	workforce	workforce	NOUN
hls-10376	25	27	movements	movement	NOUN
hls-10376	25	28	occur	occur	VERB
hls-10376	25	29	,	,	PUNCT
hls-10376	25	30	the	the	DET
hls-10376	25	31	reasons	reason	NOUN
hls-10376	25	32	behind	behind	ADP
hls-10376	25	33	such	such	ADJ
hls-10376	25	34	movements	movement	NOUN
hls-10376	25	35	,	,	PUNCT
hls-10376	25	36	and	and	CCONJ
hls-10376	25	37	how	how	SCONJ
hls-10376	25	38	to	to	AUX
hls-10376	25	39	harness	harness	VERB
hls-10376	25	40	such	such	ADJ
hls-10376	25	41	movements	movement	NOUN
hls-10376	25	42	to	to	PART
hls-10376	25	43	optimize	optimize	VERB
hls-10376	25	44	hrh	hrh	PROPN
hls-10376	25	45	access	access	NOUN
hls-10376	25	46	.	.	PUNCT
hls-10376	26	1	for	for	ADP
hls-10376	26	2	example	example	NOUN
hls-10376	26	3	,	,	PUNCT
hls-10376	26	4	should	should	AUX
hls-10376	26	5	movements	movement	VERB
hls-10376	26	6	from	from	ADP
hls-10376	26	7	public	public	ADJ
hls-10376	26	8	to	to	ADP
hls-10376	26	9	private	private	ADJ
hls-10376	26	10	healthcare	healthcare	NOUN
hls-10376	26	11	facilities	facility	NOUN
hls-10376	26	12	or	or	CCONJ
hls-10376	26	13	changing	change	VERB
hls-10376	26	14	the	the	DET
hls-10376	26	15	health	health	NOUN
hls-10376	26	16	worker	worker	NOUN
hls-10376	26	17	’s	’s	PART
hls-10376	26	18	main	main	ADJ
hls-10376	26	19	roles	role	NOUN
hls-10376	26	20	from	from	ADP
hls-10376	26	21	clinical	clinical	ADJ
hls-10376	26	22	to	to	ADP
hls-10376	26	23	non	non	ADJ
hls-10376	26	24	-	-	ADJ
hls-10376	26	25	clinical	clinical	ADJ
hls-10376	26	26	roles	role	NOUN
hls-10376	26	27	–	–	PUNCT
hls-10376	26	28	such	such	ADJ
hls-10376	26	29	as	as	ADP
hls-10376	26	30	administrative	administrative	ADJ
hls-10376	26	31	or	or	CCONJ
hls-10376	26	32	managerial	managerial	ADJ
hls-10376	26	33	be	be	AUX
hls-10376	26	34	regarded	regard	VERB
hls-10376	26	35	as	as	ADP
hls-10376	26	36	attrition	attrition	NOUN
hls-10376	26	37	if	if	SCONJ
hls-10376	26	38	healthcare	healthcare	NOUN
hls-10376	26	39	in	in	ADP
hls-10376	26	40	low	low	ADJ
hls-10376	26	41	-	-	PUNCT
hls-10376	26	42	resource	resource	NOUN
hls-10376	26	43	settings	setting	NOUN
hls-10376	26	44	2022	2022	NUM
hls-10376	26	45	;	;	PUNCT
hls-10376	26	46	volume	volume	NOUN
hls-10376	26	47	10:10376	10:10376	NUM
hls-10376	26	48	correspondence	correspondence	NOUN
hls-10376	26	49	:	:	PUNCT
hls-10376	26	50	mselenge	mselenge	PROPN
hls-10376	26	51	mdegela	mdegela	PROPN
hls-10376	26	52	,	,	PUNCT
hls-10376	26	53	liverpool	liverpool	PROPN
hls-10376	26	54	school	school	NOUN
hls-10376	26	55	of	of	ADP
hls-10376	26	56	tropical	tropical	ADJ
hls-10376	26	57	medicine	medicine	NOUN
hls-10376	26	58	,	,	PUNCT
hls-10376	26	59	pembroke	pembroke	PROPN
hls-10376	26	60	place	place	PROPN
hls-10376	26	61	,	,	PUNCT
hls-10376	26	62	l3	l3	PROPN
hls-10376	26	63	5qa	5qa	NOUN
hls-10376	26	64	,	,	PUNCT
hls-10376	26	65	liverpool	liverpool	PROPN
hls-10376	26	66	,	,	PUNCT
hls-10376	26	67	uk	uk	PROPN
hls-10376	26	68	.	.	PROPN
hls-10376	26	69	tel	tel	PROPN
hls-10376	26	70	.	.	PUNCT
hls-10376	26	71	:	:	PUNCT
hls-10376	27	1	+44.774.588.9310	+44.774.588.9310	PROPN
hls-10376	27	2	e	e	NOUN
hls-10376	27	3	-	-	NOUN
hls-10376	27	4	mail	mail	NOUN
hls-10376	27	5	:	:	PUNCT
hls-10376	27	6	mselenge.mdegela@outlook.com	mselenge.mdegela@outlook.com	X
hls-10376	27	7	key	key	ADJ
hls-10376	27	8	words	word	NOUN
hls-10376	27	9	:	:	PUNCT
hls-10376	27	10	health	health	NOUN
hls-10376	27	11	workers	worker	NOUN
hls-10376	27	12	;	;	PUNCT
hls-10376	27	13	health	health	NOUN
hls-10376	27	14	workforce	workforce	NOUN
hls-10376	27	15	;	;	PUNCT
hls-10376	27	16	malawi	malawi	PROPN
hls-10376	27	17	;	;	PUNCT
hls-10376	27	18	retention	retention	NOUN
hls-10376	27	19	;	;	PUNCT
hls-10376	27	20	tanzania	tanzania	PROPN
hls-10376	27	21	.	.	PUNCT
hls-10376	28	1	acknowledgements	acknowledgement	NOUN
hls-10376	28	2	:	:	PUNCT
hls-10376	28	3	the	the	DET
hls-10376	28	4	authors	author	NOUN
hls-10376	28	5	thank	thank	VERB
hls-10376	28	6	professor	professor	PROPN
hls-10376	28	7	nynke	nynke	PROPN
hls-10376	28	8	van	van	PROPN
hls-10376	28	9	den	den	PROPN
hls-10376	28	10	broek	broek	PROPN
hls-10376	28	11	for	for	ADP
hls-10376	28	12	her	her	PRON
hls-10376	28	13	contribution	contribution	NOUN
hls-10376	28	14	to	to	ADP
hls-10376	28	15	the	the	DET
hls-10376	28	16	study	study	NOUN
hls-10376	28	17	design	design	NOUN
hls-10376	28	18	and	and	CCONJ
hls-10376	28	19	caroline	caroline	PROPN
hls-10376	28	20	hercod	hercod	PROPN
hls-10376	28	21	at	at	ADP
hls-10376	28	22	liverpool	liverpool	PROPN
hls-10376	28	23	school	school	NOUN
hls-10376	28	24	of	of	ADP
hls-10376	28	25	tropical	tropical	ADJ
hls-10376	28	26	medicine	medicine	NOUN
hls-10376	28	27	for	for	ADP
hls-10376	28	28	proofreading	proofread	VERB
hls-10376	28	29	the	the	DET
hls-10376	28	30	manuscript	manuscript	NOUN
hls-10376	28	31	.	.	PUNCT
hls-10376	29	1	contributions	contribution	NOUN
hls-10376	29	2	:	:	PUNCT
hls-10376	29	3	mm	mm	X
hls-10376	29	4	:	:	PUNCT
hls-10376	29	5	conceptualized	conceptualize	VERB
hls-10376	29	6	the	the	DET
hls-10376	29	7	study	study	NOUN
hls-10376	29	8	,	,	PUNCT
hls-10376	29	9	wrote	write	VERB
hls-10376	29	10	the	the	DET
hls-10376	29	11	proposal	proposal	NOUN
hls-10376	29	12	,	,	PUNCT
hls-10376	29	13	performed	perform	VERB
hls-10376	29	14	data	data	NOUN
hls-10376	29	15	collection	collection	NOUN
hls-10376	29	16	and	and	CCONJ
hls-10376	29	17	analysis	analysis	NOUN
hls-10376	29	18	,	,	PUNCT
hls-10376	29	19	drafted	draft	VERB
hls-10376	29	20	and	and	CCONJ
hls-10376	29	21	revised	revise	VERB
hls-10376	29	22	the	the	DET
hls-10376	29	23	manuscript	manuscript	NOUN
hls-10376	29	24	.	.	PUNCT
hls-10376	30	1	bm	bm	PROPN
hls-10376	30	2	provided	provide	VERB
hls-10376	30	3	expert	expert	NOUN
hls-10376	30	4	advice	advice	NOUN
hls-10376	30	5	in	in	ADP
hls-10376	30	6	all	all	DET
hls-10376	30	7	stages	stage	NOUN
hls-10376	30	8	of	of	ADP
hls-10376	30	9	conducting	conduct	VERB
hls-10376	30	10	the	the	DET
hls-10376	30	11	study	study	NOUN
hls-10376	30	12	,	,	PUNCT
hls-10376	30	13	and	and	CCONJ
hls-10376	30	14	revised	revise	VERB
hls-10376	30	15	the	the	DET
hls-10376	30	16	manuscript	manuscript	NOUN
hls-10376	30	17	.	.	PUNCT
hls-10376	31	1	cjm	cjm	PROPN
hls-10376	31	2	,	,	PUNCT
hls-10376	31	3	nv	nv	PROPN
hls-10376	31	4	,	,	PUNCT
hls-10376	31	5	and	and	CCONJ
hls-10376	31	6	jpo	jpo	PROPN
hls-10376	31	7	provided	provide	VERB
hls-10376	31	8	support	support	NOUN
hls-10376	31	9	during	during	ADP
hls-10376	31	10	data	datum	NOUN
hls-10376	31	11	collection	collection	NOUN
hls-10376	31	12	,	,	PUNCT
hls-10376	31	13	revised	revise	VERB
hls-10376	31	14	manuscript	manuscript	NOUN
hls-10376	31	15	and	and	CCONJ
hls-10376	31	16	advised	advise	VERB
hls-10376	31	17	on	on	ADP
hls-10376	31	18	content	content	NOUN
hls-10376	31	19	.	.	PUNCT
hls-10376	32	1	funding	funding	NOUN
hls-10376	32	2	statement	statement	NOUN
hls-10376	32	3	:	:	PUNCT
hls-10376	32	4	the	the	DET
hls-10376	32	5	study	study	NOUN
hls-10376	32	6	was	be	AUX
hls-10376	32	7	done	do	VERB
hls-10376	32	8	as	as	ADP
hls-10376	32	9	part	part	NOUN
hls-10376	32	10	of	of	ADP
hls-10376	32	11	the	the	DET
hls-10376	32	12	etatmba	etatmba	NOUN
hls-10376	32	13	program	program	NOUN
hls-10376	32	14	,	,	PUNCT
hls-10376	32	15	which	which	PRON
hls-10376	32	16	is	be	AUX
hls-10376	32	17	funded	fund	VERB
hls-10376	32	18	by	by	ADP
hls-10376	32	19	the	the	DET
hls-10376	32	20	european	european	PROPN
hls-10376	32	21	union	union	PROPN
hls-10376	32	22	.	.	PUNCT
hls-10376	33	1	the	the	DET
hls-10376	33	2	first	first	ADJ
hls-10376	33	3	author	author	NOUN
hls-10376	33	4	received	receive	VERB
hls-10376	33	5	financial	financial	ADJ
hls-10376	33	6	support	support	NOUN
hls-10376	33	7	from	from	ADP
hls-10376	33	8	etatmba	etatmba	NOUN
hls-10376	33	9	for	for	ADP
hls-10376	33	10	travel	travel	NOUN
hls-10376	33	11	and	and	CCONJ
hls-10376	33	12	stipend	stipend	NOUN
hls-10376	33	13	during	during	ADP
hls-10376	33	14	data	datum	NOUN
hls-10376	33	15	collection	collection	NOUN
hls-10376	33	16	.	.	PUNCT
hls-10376	34	1	conflict	conflict	NOUN
hls-10376	34	2	of	of	ADP
hls-10376	34	3	interest	interest	NOUN
hls-10376	34	4	:	:	PUNCT
hls-10376	34	5	the	the	DET
hls-10376	34	6	authors	author	NOUN
hls-10376	34	7	declare	declare	VERB
hls-10376	34	8	no	no	DET
hls-10376	34	9	conflict	conflict	NOUN
hls-10376	34	10	of	of	ADP
hls-10376	34	11	interest	interest	NOUN
hls-10376	34	12	.	.	PUNCT
hls-10376	35	1	availability	availability	NOUN
hls-10376	35	2	of	of	ADP
hls-10376	35	3	data	datum	NOUN
hls-10376	35	4	and	and	CCONJ
hls-10376	35	5	materials	material	NOUN
hls-10376	35	6	:	:	PUNCT
hls-10376	35	7	all	all	DET
hls-10376	35	8	data	datum	NOUN
hls-10376	35	9	generated	generate	VERB
hls-10376	35	10	or	or	CCONJ
hls-10376	35	11	analyzed	analyze	VERB
hls-10376	35	12	during	during	ADP
hls-10376	35	13	this	this	DET
hls-10376	35	14	study	study	NOUN
hls-10376	35	15	are	be	AUX
hls-10376	35	16	available	available	ADJ
hls-10376	35	17	from	from	ADP
hls-10376	35	18	the	the	DET
hls-10376	35	19	corresponding	corresponding	ADJ
hls-10376	35	20	author	author	NOUN
hls-10376	35	21	on	on	ADP
hls-10376	35	22	reasonable	reasonable	ADJ
hls-10376	35	23	request	request	NOUN
hls-10376	35	24	.	.	PUNCT
hls-10376	36	1	ethics	ethic	NOUN
hls-10376	36	2	approval	approval	NOUN
hls-10376	36	3	and	and	CCONJ
hls-10376	36	4	consent	consent	NOUN
hls-10376	36	5	to	to	PART
hls-10376	36	6	participate	participate	VERB
hls-10376	36	7	:	:	PUNCT
hls-10376	36	8	ethical	ethical	ADJ
hls-10376	36	9	clearance	clearance	NOUN
hls-10376	36	10	was	be	AUX
hls-10376	36	11	obtained	obtain	VERB
hls-10376	36	12	through	through	ADP
hls-10376	36	13	the	the	DET
hls-10376	36	14	etatmba	etatmba	NOUN
hls-10376	36	15	program	program	NOUN
hls-10376	36	16	from	from	ADP
hls-10376	36	17	the	the	DET
hls-10376	36	18	university	university	PROPN
hls-10376	36	19	of	of	ADP
hls-10376	36	20	warwick	warwick	PROPN
hls-10376	36	21	(	(	PUNCT
hls-10376	36	22	rego-2013	rego-2013	VERB
hls-10376	36	23	-	-	PUNCT
hls-10376	36	24	572	572	NUM
hls-10376	36	25	)	)	PUNCT
hls-10376	36	26	,	,	PUNCT
hls-10376	36	27	the	the	DET
hls-10376	36	28	university	university	PROPN
hls-10376	36	29	of	of	ADP
hls-10376	36	30	malawi	malawi	PROPN
hls-10376	36	31	(	(	PUNCT
hls-10376	36	32	p.07/11/1102	p.07/11/1102	PROPN
hls-10376	36	33	)	)	PUNCT
hls-10376	36	34	and	and	CCONJ
hls-10376	36	35	ifakara	ifakara	PROPN
hls-10376	36	36	health	health	PROPN
hls-10376	36	37	institute	institute	PROPN
hls-10376	36	38	(	(	PUNCT
hls-10376	36	39	ihi	ihi	PROPN
hls-10376	36	40	/	/	SYM
hls-10376	36	41	irb	irb	PROPN
hls-10376	36	42	/	/	SYM
hls-10376	36	43	no:35	no:35	PROPN
hls-10376	36	44	)	)	PUNCT
hls-10376	36	45	.	.	PUNCT
hls-10376	37	1	consent	consent	NOUN
hls-10376	37	2	was	be	AUX
hls-10376	37	3	obtained	obtain	VERB
hls-10376	37	4	from	from	ADP
hls-10376	37	5	each	each	DET
hls-10376	37	6	participant	participant	NOUN
hls-10376	37	7	before	before	ADP
hls-10376	37	8	enrolment	enrolment	NOUN
hls-10376	37	9	into	into	ADP
hls-10376	37	10	the	the	DET
hls-10376	37	11	study	study	NOUN
hls-10376	37	12	.	.	PUNCT
hls-10376	38	1	informed	informed	ADJ
hls-10376	38	2	consent	consent	NOUN
hls-10376	38	3	:	:	PUNCT
hls-10376	38	4	written	write	VERB
hls-10376	38	5	informed	informed	ADJ
hls-10376	38	6	consent	consent	NOUN
hls-10376	38	7	was	be	AUX
hls-10376	38	8	obtained	obtain	VERB
hls-10376	38	9	from	from	ADP
hls-10376	38	10	a	a	DET
hls-10376	38	11	legally	legally	ADV
hls-10376	38	12	authorized	authorize	VERB
hls-10376	38	13	representative(s	representative(s	NOUN
hls-10376	38	14	)	)	PUNCT
hls-10376	38	15	for	for	ADP
hls-10376	38	16	anonymized	anonymize	VERB
hls-10376	38	17	patient	patient	ADJ
hls-10376	38	18	information	information	NOUN
hls-10376	38	19	to	to	PART
hls-10376	38	20	be	be	AUX
hls-10376	38	21	published	publish	VERB
hls-10376	38	22	in	in	ADP
hls-10376	38	23	this	this	DET
hls-10376	38	24	article	article	NOUN
hls-10376	38	25	.	.	PUNCT
hls-10376	39	1	received	receive	VERB
hls-10376	39	2	for	for	ADP
hls-10376	39	3	publication	publication	NOUN
hls-10376	39	4	:	:	PUNCT
hls-10376	40	1	21	21	NUM
hls-10376	40	2	january2021	january2021	PROPN
hls-10376	40	3	.	.	PUNCT
hls-10376	40	4	revision	revision	NOUN
hls-10376	40	5	received	receive	VERB
hls-10376	40	6	:	:	PUNCT
hls-10376	40	7	28	28	NUM
hls-10376	40	8	april	april	PROPN
hls-10376	40	9	2021	2021	NUM
hls-10376	40	10	.	.	PUNCT
hls-10376	41	1	accepted	accept	VERB
hls-10376	41	2	for	for	ADP
hls-10376	41	3	publication	publication	NOUN
hls-10376	41	4	:	:	PUNCT
hls-10376	41	5	5	5	NUM
hls-10376	41	6	may	may	PROPN
hls-10376	41	7	2021	2021	NUM
hls-10376	41	8	.	.	PUNCT
hls-10376	42	1	this	this	DET
hls-10376	42	2	work	work	NOUN
hls-10376	42	3	is	be	AUX
hls-10376	42	4	licensed	license	VERB
hls-10376	42	5	under	under	ADP
hls-10376	42	6	a	a	DET
hls-10376	42	7	creative	creative	ADJ
hls-10376	42	8	commons	common	NOUN
hls-10376	42	9	attribution	attribution	NOUN
hls-10376	42	10	4.0	4.0	NUM
hls-10376	42	11	license	license	NOUN
hls-10376	42	12	(	(	PUNCT
hls-10376	42	13	by	by	ADP
hls-10376	42	14	-	-	PUNCT
hls-10376	42	15	nc	nc	PROPN
hls-10376	42	16	4.0	4.0	NUM
hls-10376	42	17	)	)	PUNCT
hls-10376	42	18	.	.	PUNCT
hls-10376	43	1	©	©	PROPN
hls-10376	43	2	copyright	copyright	NOUN
hls-10376	43	3	:	:	PUNCT
hls-10376	43	4	the	the	DET
hls-10376	43	5	author(s	author(s	PROPN
hls-10376	43	6	)	)	PUNCT
hls-10376	43	7	,	,	PUNCT
hls-10376	43	8	2022	2022	NUM
hls-10376	43	9	licensee	licensee	NOUN
hls-10376	43	10	pagepress	pagepress	NOUN
hls-10376	43	11	,	,	PUNCT
hls-10376	43	12	italy	italy	PROPN
hls-10376	43	13	healthcare	healthcare	PROPN
hls-10376	43	14	in	in	ADP
hls-10376	43	15	low	low	ADJ
hls-10376	43	16	-	-	PUNCT
hls-10376	43	17	resource	resource	NOUN
hls-10376	43	18	settings	setting	NOUN
hls-10376	43	19	2022	2022	NUM
hls-10376	43	20	;	;	PUNCT
hls-10376	43	21	10:10376	10:10376	NUM
hls-10376	43	22	doi:10.4081	doi:10.4081	NOUN
hls-10376	43	23	/	/	SYM
hls-10376	43	24	hls.2022.10376	hls.2022.10376	NOUN
hls-10376	43	25	publisher	publisher	NOUN
hls-10376	43	26	's	's	PART
hls-10376	43	27	note	note	NOUN
hls-10376	43	28	:	:	PUNCT
hls-10376	43	29	all	all	DET
hls-10376	43	30	claims	claim	NOUN
hls-10376	43	31	expressed	express	VERB
hls-10376	43	32	in	in	ADP
hls-10376	43	33	this	this	DET
hls-10376	43	34	article	article	NOUN
hls-10376	43	35	are	be	AUX
hls-10376	43	36	solely	solely	ADV
hls-10376	43	37	those	those	PRON
hls-10376	43	38	of	of	ADP
hls-10376	43	39	the	the	DET
hls-10376	43	40	authors	author	NOUN
hls-10376	43	41	and	and	CCONJ
hls-10376	43	42	do	do	AUX
hls-10376	43	43	not	not	PART
hls-10376	43	44	necessarily	necessarily	ADV
hls-10376	43	45	represent	represent	VERB
hls-10376	43	46	those	those	PRON
hls-10376	43	47	of	of	ADP
hls-10376	43	48	their	their	PRON
hls-10376	43	49	affiliated	affiliated	ADJ
hls-10376	43	50	organizations	organization	NOUN
hls-10376	43	51	,	,	PUNCT
hls-10376	43	52	or	or	CCONJ
hls-10376	43	53	those	those	PRON
hls-10376	43	54	of	of	ADP
hls-10376	43	55	the	the	DET
hls-10376	43	56	publisher	publisher	NOUN
hls-10376	43	57	,	,	PUNCT
hls-10376	43	58	the	the	DET
hls-10376	43	59	editors	editor	NOUN
hls-10376	43	60	and	and	CCONJ
hls-10376	43	61	the	the	DET
hls-10376	43	62	reviewers	reviewer	NOUN
hls-10376	43	63	.	.	PUNCT
hls-10376	44	1	any	any	DET
hls-10376	44	2	product	product	NOUN
hls-10376	44	3	that	that	PRON
hls-10376	44	4	may	may	AUX
hls-10376	44	5	be	be	AUX
hls-10376	44	6	evaluated	evaluate	VERB
hls-10376	44	7	in	in	ADP
hls-10376	44	8	this	this	DET
hls-10376	44	9	article	article	NOUN
hls-10376	44	10	or	or	CCONJ
hls-10376	44	11	claim	claim	NOUN
hls-10376	44	12	that	that	PRON
hls-10376	44	13	may	may	AUX
hls-10376	44	14	be	be	AUX
hls-10376	44	15	made	make	VERB
hls-10376	44	16	by	by	ADP
hls-10376	44	17	its	its	PRON
hls-10376	44	18	manufacturer	manufacturer	NOUN
hls-10376	44	19	is	be	AUX
hls-10376	44	20	not	not	PART
hls-10376	44	21	guaranteed	guarantee	VERB
hls-10376	44	22	or	or	CCONJ
hls-10376	44	23	endorsed	endorse	VERB
hls-10376	44	24	by	by	ADP
hls-10376	44	25	the	the	DET
hls-10376	44	26	publisher	publisher	NOUN
hls-10376	44	27	.	.	PUNCT
hls-10376	45	1	non	non	PRON
hls-10376	45	2	commercial	commercial	ADJ
hls-10376	45	3	use	use	NOUN
hls-10376	45	4	only	only	ADV
hls-10376	45	5	they	they	PRON
hls-10376	45	6	occur	occur	VERB
hls-10376	45	7	within	within	ADP
hls-10376	45	8	borders	border	NOUN
hls-10376	45	9	?	?	PUNCT
hls-10376	46	1	similarly	similarly	ADV
hls-10376	46	2	,	,	PUNCT
hls-10376	46	3	there	there	PRON
hls-10376	46	4	are	be	VERB
hls-10376	46	5	no	no	DET
hls-10376	46	6	specific	specific	ADJ
hls-10376	46	7	internationally	internationally	ADV
hls-10376	46	8	agreed	agree	VERB
hls-10376	46	9	indicators	indicator	NOUN
hls-10376	46	10	to	to	PART
hls-10376	46	11	measure	measure	VERB
hls-10376	46	12	health	health	NOUN
hls-10376	46	13	workforce	workforce	NOUN
hls-10376	46	14	retention	retention	NOUN
hls-10376	46	15	,	,	PUNCT
hls-10376	46	16	attrition	attrition	NOUN
hls-10376	46	17	,	,	PUNCT
hls-10376	46	18	or	or	CCONJ
hls-10376	46	19	mobility	mobility	NOUN
hls-10376	46	20	.	.	PUNCT
hls-10376	47	1	the	the	DET
hls-10376	47	2	world	world	PROPN
hls-10376	47	3	health	health	PROPN
hls-10376	47	4	organization	organization	NOUN
hls-10376	47	5	(	(	PUNCT
hls-10376	47	6	who	who	PRON
hls-10376	47	7	)	)	PUNCT
hls-10376	47	8	proposes	propose	VERB
hls-10376	47	9	seven	seven	NUM
hls-10376	47	10	parameters	parameter	NOUN
hls-10376	47	11	of	of	ADP
hls-10376	47	12	measuring	measure	VERB
hls-10376	47	13	health	health	NOUN
hls-10376	47	14	workforce	workforce	NOUN
hls-10376	47	15	market	market	NOUN
hls-10376	47	16	flows	flow	VERB
hls-10376	47	17	:	:	PUNCT
hls-10376	47	18	i	i	PRON
hls-10376	47	19	)	)	PUNCT
hls-10376	47	20	graduates	graduate	NOUN
hls-10376	47	21	starting	start	VERB
hls-10376	47	22	practice	practice	NOUN
hls-10376	47	23	within	within	ADP
hls-10376	47	24	a	a	DET
hls-10376	47	25	year	year	NOUN
hls-10376	47	26	,	,	PUNCT
hls-10376	47	27	ii	ii	NOUN
hls-10376	47	28	)	)	PUNCT
hls-10376	47	29	replenishment	replenishment	NOUN
hls-10376	47	30	rate	rate	NOUN
hls-10376	47	31	from	from	ADP
hls-10376	47	32	domestic	domestic	ADJ
hls-10376	47	33	sources	source	NOUN
hls-10376	47	34	,	,	PUNCT
hls-10376	47	35	iii	iii	NOUN
hls-10376	47	36	)	)	PUNCT
hls-10376	47	37	entry	entry	NOUN
hls-10376	47	38	rate	rate	NOUN
hls-10376	47	39	of	of	ADP
hls-10376	47	40	the	the	DET
hls-10376	47	41	foreign	foreign	ADJ
hls-10376	47	42	health	health	NOUN
hls-10376	47	43	workforce	workforce	PROPN
hls-10376	47	44	,	,	PUNCT
hls-10376	47	45	iv	iv	X
hls-10376	47	46	)	)	PUNCT
hls-10376	47	47	voluntary	voluntary	ADJ
hls-10376	47	48	exits	exit	NOUN
hls-10376	47	49	,	,	PUNCT
hls-10376	47	50	v	v	NOUN
hls-10376	47	51	)	)	PUNCT
hls-10376	47	52	involuntary	involuntary	ADJ
hls-10376	47	53	exits	exit	NOUN
hls-10376	47	54	,	,	PUNCT
hls-10376	47	55	vi	vi	NOUN
hls-10376	47	56	)	)	PUNCT
hls-10376	47	57	vacancy	vacancy	NOUN
hls-10376	47	58	rate	rate	NOUN
hls-10376	47	59	,	,	PUNCT
hls-10376	47	60	and	and	CCONJ
hls-10376	47	61	vii	vii	PROPN
hls-10376	47	62	)	)	PUNCT
hls-10376	47	63	health	health	PROPN
hls-10376	47	64	care	care	NOUN
hls-10376	47	65	worker	worker	NOUN
hls-10376	47	66	’s	’s	PART
hls-10376	47	67	unemployment	unemployment	NOUN
hls-10376	47	68	rate	rate	NOUN
hls-10376	47	69	.	.	PUNCT
hls-10376	48	1	the	the	PRON
hls-10376	48	2	who	who	PRON
hls-10376	48	3	also	also	ADV
hls-10376	48	4	proposes	propose	VERB
hls-10376	48	5	the	the	DET
hls-10376	48	6	numerator	numerator	NOUN
hls-10376	48	7	and	and	CCONJ
hls-10376	48	8	denominator	denominator	NOUN
hls-10376	48	9	for	for	ADP
hls-10376	48	10	measuring	measure	VERB
hls-10376	48	11	these	these	DET
hls-10376	48	12	indicators	indicator	NOUN
hls-10376	48	13	,	,	PUNCT
hls-10376	48	14	suggests	suggest	VERB
hls-10376	48	15	the	the	DET
hls-10376	48	16	data	data	NOUN
hls-10376	48	17	sources	source	NOUN
hls-10376	48	18	required	require	VERB
hls-10376	48	19	,	,	PUNCT
hls-10376	48	20	and	and	CCONJ
hls-10376	48	21	the	the	DET
hls-10376	48	22	reporting	reporting	NOUN
hls-10376	48	23	frequency.15	frequency.15	NOUN
hls-10376	48	24	however	however	ADV
hls-10376	48	25	,	,	PUNCT
hls-10376	48	26	these	these	DET
hls-10376	48	27	parameters	parameter	NOUN
hls-10376	48	28	are	be	AUX
hls-10376	48	29	not	not	PART
hls-10376	48	30	in	in	ADP
hls-10376	48	31	everyday	everyday	ADJ
hls-10376	48	32	use	use	NOUN
hls-10376	48	33	in	in	ADP
hls-10376	48	34	most	most	ADJ
hls-10376	48	35	countries	country	NOUN
hls-10376	48	36	,	,	PUNCT
hls-10376	48	37	in	in	ADP
hls-10376	48	38	part	part	NOUN
hls-10376	48	39	due	due	ADP
hls-10376	48	40	to	to	ADP
hls-10376	48	41	the	the	DET
hls-10376	48	42	lack	lack	NOUN
hls-10376	48	43	of	of	ADP
hls-10376	48	44	awareness	awareness	NOUN
hls-10376	48	45	on	on	ADP
hls-10376	48	46	these	these	DET
hls-10376	48	47	indicators	indicator	NOUN
hls-10376	48	48	and	and	CCONJ
hls-10376	48	49	poor	poor	ADJ
hls-10376	48	50	hrh	hrh	PROPN
hls-10376	48	51	monitoring	monitoring	NOUN
hls-10376	48	52	practices	practice	NOUN
hls-10376	48	53	,	,	PUNCT
hls-10376	48	54	especially	especially	ADV
hls-10376	48	55	in	in	ADP
hls-10376	48	56	low	low	ADJ
hls-10376	48	57	-	-	PUNCT
hls-10376	48	58	resource	resource	NOUN
hls-10376	48	59	countries.16	countries.16	PROPN
hls-10376	48	60	russell	russell	PROPN
hls-10376	48	61	et	et	PROPN
hls-10376	48	62	al	al	PROPN
hls-10376	48	63	.	.	PROPN
hls-10376	48	64	describes	describe	VERB
hls-10376	48	65	five	five	NUM
hls-10376	48	66	parameters	parameter	NOUN
hls-10376	48	67	for	for	ADP
hls-10376	48	68	measuring	measure	VERB
hls-10376	48	69	health	health	NOUN
hls-10376	48	70	workforce	workforce	NOUN
hls-10376	48	71	retention	retention	NOUN
hls-10376	48	72	:	:	PUNCT
hls-10376	49	1	i	i	X
hls-10376	49	2	)	)	PUNCT
hls-10376	49	3	the	the	DET
hls-10376	49	4	turnover	turnover	NOUN
hls-10376	49	5	rate	rate	NOUN
hls-10376	49	6	,	,	PUNCT
hls-10376	49	7	ii	ii	NOUN
hls-10376	49	8	)	)	PUNCT
hls-10376	49	9	stability	stability	NOUN
hls-10376	49	10	rate	rate	NOUN
hls-10376	49	11	,	,	PUNCT
hls-10376	49	12	iii	iii	X
hls-10376	49	13	)	)	PUNCT
hls-10376	49	14	survival	survival	NOUN
hls-10376	49	15	probability	probability	NOUN
hls-10376	49	16	,	,	PUNCT
hls-10376	49	17	iv	iv	X
hls-10376	49	18	)	)	PUNCT
hls-10376	49	19	median	median	ADJ
hls-10376	49	20	survival	survival	NOUN
hls-10376	49	21	years	year	NOUN
hls-10376	49	22	,	,	PUNCT
hls-10376	49	23	and	and	CCONJ
hls-10376	49	24	v	v	NOUN
hls-10376	49	25	)	)	PUNCT
hls-10376	49	26	cox	cox	NOUN
hls-10376	49	27	-	-	PUNCT
hls-10376	49	28	proportional	proportional	ADJ
hls-10376	49	29	hazard	hazard	NOUN
hls-10376	49	30	ratio.17	ratio.17	NOUN
hls-10376	49	31	however	however	ADV
hls-10376	49	32	,	,	PUNCT
hls-10376	49	33	studies	study	NOUN
hls-10376	49	34	that	that	PRON
hls-10376	49	35	have	have	AUX
hls-10376	49	36	attempted	attempt	VERB
hls-10376	49	37	to	to	PART
hls-10376	49	38	measure	measure	VERB
hls-10376	49	39	retention	retention	NOUN
hls-10376	49	40	using	use	VERB
hls-10376	49	41	these	these	DET
hls-10376	49	42	parameters	parameter	NOUN
hls-10376	49	43	choose	choose	VERB
hls-10376	49	44	numerators	numerator	NOUN
hls-10376	49	45	and	and	CCONJ
hls-10376	49	46	denominators	denominator	NOUN
hls-10376	49	47	differently	differently	ADV
hls-10376	49	48	,	,	PUNCT
hls-10376	49	49	making	make	VERB
hls-10376	49	50	it	it	PRON
hls-10376	49	51	difficult	difficult	ADJ
hls-10376	49	52	to	to	PART
hls-10376	49	53	compare	compare	VERB
hls-10376	49	54	or	or	CCONJ
hls-10376	49	55	synthesize	synthesize	VERB
hls-10376	49	56	the	the	DET
hls-10376	49	57	reported	report	VERB
hls-10376	49	58	parameters.18,19	parameters.18,19	NOUN
hls-10376	49	59	we	we	PRON
hls-10376	49	60	describe	describe	VERB
hls-10376	49	61	our	our	PRON
hls-10376	49	62	experience	experience	NOUN
hls-10376	49	63	in	in	ADP
hls-10376	49	64	measuring	measure	VERB
hls-10376	49	65	retention	retention	NOUN
hls-10376	49	66	among	among	ADP
hls-10376	49	67	health	health	NOUN
hls-10376	49	68	workers	worker	NOUN
hls-10376	49	69	who	who	PRON
hls-10376	49	70	took	take	VERB
hls-10376	49	71	part	part	NOUN
hls-10376	49	72	in	in	ADP
hls-10376	49	73	the	the	DET
hls-10376	49	74	etatmba	etatmba	NOUN
hls-10376	49	75	program	program	NOUN
hls-10376	49	76	in	in	ADP
hls-10376	49	77	malawi	malawi	PROPN
hls-10376	49	78	and	and	CCONJ
hls-10376	49	79	tanzania	tanzania	PROPN
hls-10376	49	80	.	.	PUNCT
hls-10376	50	1	we	we	PRON
hls-10376	50	2	briefly	briefly	ADV
hls-10376	50	3	describe	describe	VERB
hls-10376	50	4	the	the	DET
hls-10376	50	5	etatmba	etatmba	NOUN
hls-10376	50	6	program	program	NOUN
hls-10376	50	7	below	below	ADV
hls-10376	50	8	;	;	PUNCT
hls-10376	50	9	however	however	ADV
hls-10376	50	10	,	,	PUNCT
hls-10376	50	11	details	detail	NOUN
hls-10376	50	12	are	be	AUX
hls-10376	50	13	available	available	ADJ
hls-10376	50	14	elsewhere.20,21	elsewhere.20,21	NOUN
hls-10376	50	15	the	the	DET
hls-10376	50	16	enhancing	enhance	VERB
hls-10376	50	17	training	training	NOUN
hls-10376	50	18	and	and	CCONJ
hls-10376	50	19	appropriate	appropriate	ADJ
hls-10376	50	20	technologies	technology	NOUN
hls-10376	50	21	for	for	ADP
hls-10376	50	22	mothers	mother	NOUN
hls-10376	50	23	and	and	CCONJ
hls-10376	50	24	babies	baby	NOUN
hls-10376	50	25	in	in	ADP
hls-10376	50	26	africa	africa	PROPN
hls-10376	50	27	(	(	PUNCT
hls-10376	50	28	etatmba	etatmba	NOUN
hls-10376	50	29	)	)	PUNCT
hls-10376	50	30	program	program	NOUN
hls-10376	50	31	was	be	AUX
hls-10376	50	32	an	an	DET
hls-10376	50	33	in	in	ADP
hls-10376	50	34	-	-	PUNCT
hls-10376	50	35	service	service	NOUN
hls-10376	50	36	training	training	NOUN
hls-10376	50	37	program	program	NOUN
hls-10376	50	38	that	that	PRON
hls-10376	50	39	was	be	AUX
hls-10376	50	40	implemented	implement	VERB
hls-10376	50	41	in	in	ADP
hls-10376	50	42	malawi	malawi	PROPN
hls-10376	50	43	and	and	CCONJ
hls-10376	50	44	tanzania	tanzania	PROPN
hls-10376	50	45	between	between	ADP
hls-10376	50	46	2011	2011	NUM
hls-10376	50	47	and	and	CCONJ
hls-10376	50	48	2014	2014	NUM
hls-10376	50	49	.	.	PUNCT
hls-10376	51	1	health	health	NOUN
hls-10376	51	2	authorities	authority	NOUN
hls-10376	51	3	chose	choose	VERB
hls-10376	51	4	two	two	NUM
hls-10376	51	5	to	to	PART
hls-10376	51	6	six	six	NUM
hls-10376	51	7	health	health	NOUN
hls-10376	51	8	workers	worker	NOUN
hls-10376	51	9	from	from	ADP
hls-10376	51	10	target	target	NOUN
hls-10376	51	11	healthcare	healthcare	NOUN
hls-10376	51	12	facilities	facility	NOUN
hls-10376	51	13	to	to	PART
hls-10376	51	14	be	be	AUX
hls-10376	51	15	trained	train	VERB
hls-10376	51	16	in	in	ADP
hls-10376	51	17	emergency	emergency	NOUN
hls-10376	51	18	obstetric	obstetric	ADJ
hls-10376	51	19	care	care	NOUN
hls-10376	51	20	,	,	PUNCT
hls-10376	51	21	new	new	ADJ
hls-10376	51	22	-	-	PUNCT
hls-10376	51	23	born	bear	VERB
hls-10376	51	24	care	care	NOUN
hls-10376	51	25	,	,	PUNCT
hls-10376	51	26	and	and	CCONJ
hls-10376	51	27	leadership	leadership	NOUN
hls-10376	51	28	skills	skill	NOUN
hls-10376	51	29	.	.	PUNCT
hls-10376	52	1	the	the	DET
hls-10376	52	2	training	training	NOUN
hls-10376	52	3	took	take	VERB
hls-10376	52	4	18	18	NUM
hls-10376	52	5	months	month	NOUN
hls-10376	52	6	in	in	ADP
hls-10376	52	7	total	total	NOUN
hls-10376	52	8	and	and	CCONJ
hls-10376	52	9	was	be	AUX
hls-10376	52	10	organized	organize	VERB
hls-10376	52	11	into	into	ADP
hls-10376	52	12	six	six	NUM
hls-10376	52	13	modules	module	NOUN
hls-10376	52	14	.	.	PUNCT
hls-10376	53	1	each	each	DET
hls-10376	53	2	module	module	NOUN
hls-10376	53	3	was	be	AUX
hls-10376	53	4	taught	teach	VERB
hls-10376	53	5	for	for	ADP
hls-10376	53	6	two	two	NUM
hls-10376	53	7	weeks	week	NOUN
hls-10376	53	8	.	.	PUNCT
hls-10376	54	1	the	the	DET
hls-10376	54	2	time	time	NOUN
hls-10376	54	3	in	in	ADP
hls-10376	54	4	between	between	ADP
hls-10376	54	5	the	the	DET
hls-10376	54	6	modules	module	NOUN
hls-10376	54	7	was	be	AUX
hls-10376	54	8	to	to	PART
hls-10376	54	9	allow	allow	VERB
hls-10376	54	10	participants	participant	NOUN
hls-10376	54	11	to	to	PART
hls-10376	54	12	return	return	VERB
hls-10376	54	13	to	to	ADP
hls-10376	54	14	their	their	PRON
hls-10376	54	15	health	health	NOUN
hls-10376	54	16	facilities	facility	NOUN
hls-10376	54	17	and	and	CCONJ
hls-10376	54	18	implement	implement	VERB
hls-10376	54	19	the	the	DET
hls-10376	54	20	skills	skill	NOUN
hls-10376	54	21	they	they	PRON
hls-10376	54	22	had	have	AUX
hls-10376	54	23	acquired	acquire	VERB
hls-10376	54	24	.	.	PUNCT
hls-10376	55	1	we	we	PRON
hls-10376	55	2	followed	follow	VERB
hls-10376	55	3	up	up	ADP
hls-10376	55	4	with	with	ADP
hls-10376	55	5	the	the	DET
hls-10376	55	6	participants	participant	NOUN
hls-10376	55	7	of	of	ADP
hls-10376	55	8	the	the	DET
hls-10376	55	9	etatmba	etatmba	NOUN
hls-10376	55	10	program	program	NOUN
hls-10376	55	11	for	for	ADP
hls-10376	55	12	five	five	NUM
hls-10376	55	13	years	year	NOUN
hls-10376	55	14	to	to	PART
hls-10376	55	15	determine	determine	VERB
hls-10376	55	16	their	their	PRON
hls-10376	55	17	retention	retention	NOUN
hls-10376	55	18	.	.	PUNCT
hls-10376	56	1	we	we	PRON
hls-10376	56	2	present	present	VERB
hls-10376	56	3	their	their	PRON
hls-10376	56	4	retention	retention	NOUN
hls-10376	56	5	pattern	pattern	NOUN
hls-10376	56	6	and	and	CCONJ
hls-10376	56	7	argue	argue	VERB
hls-10376	56	8	the	the	DET
hls-10376	56	9	relevance	relevance	NOUN
hls-10376	56	10	of	of	ADP
hls-10376	56	11	measuring	measure	VERB
hls-10376	56	12	health	health	NOUN
hls-10376	56	13	workforce	workforce	NOUN
hls-10376	56	14	retention	retention	NOUN
hls-10376	56	15	for	for	ADP
hls-10376	56	16	movements	movement	NOUN
hls-10376	56	17	within	within	ADP
hls-10376	56	18	borders	border	NOUN
hls-10376	56	19	.	.	PUNCT
hls-10376	57	1	materials	material	NOUN
hls-10376	57	2	and	and	CCONJ
hls-10376	57	3	methods	method	NOUN
hls-10376	57	4	study	study	NOUN
hls-10376	57	5	design	design	NOUN
hls-10376	57	6	we	we	PRON
hls-10376	57	7	conducted	conduct	VERB
hls-10376	57	8	a	a	DET
hls-10376	57	9	longitudinal	longitudinal	ADJ
hls-10376	57	10	quantitative	quantitative	ADJ
hls-10376	57	11	study	study	NOUN
hls-10376	57	12	with	with	ADP
hls-10376	57	13	a	a	DET
hls-10376	57	14	retrospective	retrospective	ADJ
hls-10376	57	15	arm	arm	NOUN
hls-10376	57	16	from	from	ADP
hls-10376	57	17	may	may	PROPN
hls-10376	57	18	2012	2012	NUM
hls-10376	57	19	to	to	ADP
hls-10376	57	20	october	october	PROPN
hls-10376	57	21	2014	2014	NUM
hls-10376	57	22	and	and	CCONJ
hls-10376	57	23	a	a	DET
hls-10376	57	24	prospective	prospective	ADJ
hls-10376	57	25	arm	arm	NOUN
hls-10376	57	26	from	from	ADP
hls-10376	57	27	october	october	PROPN
hls-10376	57	28	2014	2014	NUM
hls-10376	57	29	to	to	ADP
hls-10376	57	30	april	april	PROPN
hls-10376	57	31	2017	2017	NUM
hls-10376	57	32	.	.	PUNCT
hls-10376	58	1	study	study	NOUN
hls-10376	58	2	participants	participant	NOUN
hls-10376	58	3	and	and	CCONJ
hls-10376	58	4	selection	selection	NOUN
hls-10376	58	5	the	the	DET
hls-10376	58	6	participants	participant	NOUN
hls-10376	58	7	were	be	AUX
hls-10376	58	8	health	health	NOUN
hls-10376	58	9	workers	worker	NOUN
hls-10376	58	10	from	from	ADP
hls-10376	58	11	14	14	NUM
hls-10376	58	12	districts	district	NOUN
hls-10376	58	13	in	in	ADP
hls-10376	58	14	malawi	malawi	PROPN
hls-10376	58	15	and	and	CCONJ
hls-10376	58	16	16	16	NUM
hls-10376	58	17	districts	district	NOUN
hls-10376	58	18	in	in	ADP
hls-10376	58	19	tanzania	tanzania	PROPN
hls-10376	58	20	.	.	PUNCT
hls-10376	59	1	data	datum	NOUN
hls-10376	59	2	collection	collection	NOUN
hls-10376	59	3	we	we	PRON
hls-10376	59	4	got	get	VERB
hls-10376	59	5	in	in	ADP
hls-10376	59	6	touch	touch	NOUN
hls-10376	59	7	with	with	ADP
hls-10376	59	8	the	the	DET
hls-10376	59	9	participants	participant	NOUN
hls-10376	59	10	for	for	ADP
hls-10376	59	11	the	the	DET
hls-10376	59	12	first	first	ADJ
hls-10376	59	13	time	time	NOUN
hls-10376	59	14	in	in	ADP
hls-10376	59	15	october	october	PROPN
hls-10376	59	16	2014	2014	NUM
hls-10376	59	17	.	.	PUNCT
hls-10376	60	1	we	we	PRON
hls-10376	60	2	collected	collect	VERB
hls-10376	60	3	participants	participant	NOUN
hls-10376	60	4	’	'	PUNCT
hls-10376	60	5	details	detail	NOUN
hls-10376	60	6	at	at	ADP
hls-10376	60	7	recruitment	recruitment	NOUN
hls-10376	60	8	into	into	ADP
hls-10376	60	9	the	the	DET
hls-10376	60	10	etatmba	etatmba	NOUN
hls-10376	60	11	program	program	NOUN
hls-10376	60	12	in	in	ADP
hls-10376	60	13	2011	2011	NUM
hls-10376	60	14	as	as	ADP
hls-10376	60	15	the	the	DET
hls-10376	60	16	reference	reference	NOUN
hls-10376	60	17	point	point	NOUN
hls-10376	60	18	for	for	ADP
hls-10376	60	19	the	the	DET
hls-10376	60	20	follow	follow	NOUN
hls-10376	60	21	-	-	PUNCT
hls-10376	60	22	up	up	NOUN
hls-10376	60	23	.	.	PUNCT
hls-10376	61	1	we	we	PRON
hls-10376	61	2	then	then	ADV
hls-10376	61	3	contacted	contact	VERB
hls-10376	61	4	participants	participant	NOUN
hls-10376	61	5	once	once	ADV
hls-10376	61	6	every	every	DET
hls-10376	61	7	three	three	NUM
hls-10376	61	8	months	month	NOUN
hls-10376	61	9	to	to	PART
hls-10376	61	10	establish	establish	VERB
hls-10376	61	11	location	location	NOUN
hls-10376	61	12	(	(	PUNCT
hls-10376	61	13	healthcare	healthcare	NOUN
hls-10376	61	14	facility	facility	NOUN
hls-10376	61	15	)	)	PUNCT
hls-10376	61	16	,	,	PUNCT
hls-10376	61	17	their	their	PRON
hls-10376	61	18	key	key	ADJ
hls-10376	61	19	role	role	NOUN
hls-10376	61	20	(	(	PUNCT
hls-10376	61	21	clinical	clinical	ADJ
hls-10376	61	22	,	,	PUNCT
hls-10376	61	23	administrative	administrative	ADJ
hls-10376	61	24	,	,	PUNCT
hls-10376	61	25	public	public	ADJ
hls-10376	61	26	health	health	NOUN
hls-10376	61	27	,	,	PUNCT
hls-10376	61	28	private	private	ADJ
hls-10376	61	29	clinic	clinic	NOUN
hls-10376	61	30	,	,	PUNCT
hls-10376	61	31	non	non	ADJ
hls-10376	61	32	-	-	ADJ
hls-10376	61	33	governmental	governmental	ADJ
hls-10376	61	34	organisation	organisation	NOUN
hls-10376	61	35	,	,	PUNCT
hls-10376	61	36	etc	etc	X
hls-10376	61	37	.	.	X
hls-10376	61	38	)	)	PUNCT
hls-10376	61	39	,	,	PUNCT
hls-10376	61	40	and	and	CCONJ
hls-10376	61	41	their	their	PRON
hls-10376	61	42	employment	employment	NOUN
hls-10376	61	43	details	detail	NOUN
hls-10376	61	44	(	(	PUNCT
hls-10376	61	45	who	who	PRON
hls-10376	61	46	their	their	PRON
hls-10376	61	47	employer	employer	NOUN
hls-10376	61	48	was	be	AUX
hls-10376	61	49	)	)	PUNCT
hls-10376	61	50	.	.	PUNCT
hls-10376	62	1	in	in	ADP
hls-10376	62	2	addition	addition	NOUN
hls-10376	62	3	,	,	PUNCT
hls-10376	62	4	we	we	PRON
hls-10376	62	5	made	make	VERB
hls-10376	62	6	telephone	telephone	NOUN
hls-10376	62	7	calls	call	NOUN
hls-10376	62	8	,	,	PUNCT
hls-10376	62	9	wrote	write	VERB
hls-10376	62	10	emails	email	NOUN
hls-10376	62	11	,	,	PUNCT
hls-10376	62	12	and	and	CCONJ
hls-10376	62	13	used	use	VERB
hls-10376	62	14	social	social	ADJ
hls-10376	62	15	media	medium	NOUN
hls-10376	62	16	such	such	ADJ
hls-10376	62	17	as	as	ADP
hls-10376	62	18	whatsapp	whatsapp	ADJ
hls-10376	62	19	®	®	NOUN
hls-10376	62	20	and	and	CCONJ
hls-10376	62	21	messenger	messenger	NOUN
hls-10376	62	22	®	®	NOUN
hls-10376	62	23	to	to	PART
hls-10376	62	24	obtain	obtain	VERB
hls-10376	62	25	information	information	NOUN
hls-10376	62	26	from	from	ADP
hls-10376	62	27	participants	participant	NOUN
hls-10376	62	28	.	.	PUNCT
hls-10376	63	1	we	we	PRON
hls-10376	63	2	made	make	VERB
hls-10376	63	3	22	22	NUM
hls-10376	63	4	observations	observation	NOUN
hls-10376	63	5	per	per	ADP
hls-10376	63	6	participant	participant	NOUN
hls-10376	63	7	,	,	PUNCT
hls-10376	63	8	the	the	DET
hls-10376	63	9	first	first	ADJ
hls-10376	63	10	observation	observation	NOUN
hls-10376	63	11	in	in	ADP
hls-10376	63	12	may	may	PROPN
hls-10376	63	13	2012	2012	NUM
hls-10376	63	14	and	and	CCONJ
hls-10376	63	15	the	the	DET
hls-10376	63	16	last	last	ADJ
hls-10376	63	17	in	in	ADP
hls-10376	63	18	april	april	PROPN
hls-10376	63	19	2017	2017	NUM
hls-10376	63	20	.	.	PUNCT
hls-10376	64	1	data	datum	NOUN
hls-10376	64	2	analysis	analysis	NOUN
hls-10376	64	3	we	we	PRON
hls-10376	64	4	entered	enter	VERB
hls-10376	64	5	data	datum	NOUN
hls-10376	64	6	into	into	ADP
hls-10376	64	7	an	an	DET
hls-10376	64	8	excel	excel	NOUN
hls-10376	64	9	®	®	NOUN
hls-10376	64	10	spread	spread	VERB
hls-10376	64	11	sheet	sheet	NOUN
hls-10376	64	12	for	for	ADP
hls-10376	64	13	analysis	analysis	NOUN
hls-10376	64	14	.	.	PUNCT
hls-10376	65	1	we	we	PRON
hls-10376	65	2	determined	determine	VERB
hls-10376	65	3	the	the	DET
hls-10376	65	4	participant	participant	NOUN
hls-10376	65	5	’s	’s	PART
hls-10376	65	6	mobility	mobility	NOUN
hls-10376	65	7	by	by	ADP
hls-10376	65	8	recording	record	VERB
hls-10376	65	9	the	the	DET
hls-10376	65	10	change	change	NOUN
hls-10376	65	11	in	in	ADP
hls-10376	65	12	location	location	NOUN
hls-10376	65	13	(	(	PUNCT
hls-10376	65	14	healthcare	healthcare	NOUN
hls-10376	65	15	facility	facility	NOUN
hls-10376	65	16	)	)	PUNCT
hls-10376	65	17	,	,	PUNCT
hls-10376	65	18	role	role	NOUN
hls-10376	65	19	,	,	PUNCT
hls-10376	65	20	or	or	CCONJ
hls-10376	65	21	employer	employer	NOUN
hls-10376	65	22	.	.	PUNCT
hls-10376	66	1	we	we	PRON
hls-10376	66	2	used	use	VERB
hls-10376	66	3	histograms	histogram	NOUN
hls-10376	66	4	and	and	CCONJ
hls-10376	66	5	line	line	NOUN
hls-10376	66	6	graphs	graph	NOUN
hls-10376	66	7	to	to	PART
hls-10376	66	8	present	present	VERB
hls-10376	66	9	the	the	DET
hls-10376	66	10	data	datum	NOUN
hls-10376	66	11	.	.	PUNCT
hls-10376	67	1	results	result	VERB
hls-10376	67	2	the	the	DET
hls-10376	67	3	study	study	NOUN
hls-10376	67	4	recruited	recruit	VERB
hls-10376	67	5	127	127	NUM
hls-10376	67	6	participants	participant	NOUN
hls-10376	67	7	,	,	PUNCT
hls-10376	67	8	36.2	36.2	NUM
hls-10376	67	9	%	%	NOUN
hls-10376	67	10	(	(	PUNCT
hls-10376	67	11	46/127	46/127	NUM
hls-10376	67	12	)	)	PUNCT
hls-10376	67	13	in	in	ADP
hls-10376	67	14	malawi	malawi	PROPN
hls-10376	67	15	and	and	CCONJ
hls-10376	67	16	63.8	63.8	NUM
hls-10376	67	17	%	%	NOUN
hls-10376	67	18	(	(	PUNCT
hls-10376	67	19	81/127	81/127	NOUN
hls-10376	67	20	)	)	PUNCT
hls-10376	67	21	in	in	ADP
hls-10376	67	22	tanzania	tanzania	PROPN
hls-10376	67	23	.	.	PUNCT
hls-10376	68	1	measuring	measure	VERB
hls-10376	68	2	retention	retention	NOUN
hls-10376	68	3	of	of	ADP
hls-10376	68	4	health	health	NOUN
hls-10376	68	5	workers	worker	NOUN
hls-10376	68	6	in	in	ADP
hls-10376	68	7	the	the	DET
hls-10376	68	8	course	course	NOUN
hls-10376	68	9	of	of	ADP
hls-10376	68	10	the	the	DET
hls-10376	68	11	tracking	tracking	NOUN
hls-10376	68	12	,	,	PUNCT
hls-10376	68	13	the	the	DET
hls-10376	68	14	majority	majority	NOUN
hls-10376	68	15	of	of	ADP
hls-10376	68	16	participants	participant	NOUN
hls-10376	68	17	changed	change	VERB
hls-10376	68	18	location	location	NOUN
hls-10376	68	19	(	(	PUNCT
hls-10376	68	20	healthcare	healthcare	NOUN
hls-10376	68	21	facility	facility	NOUN
hls-10376	68	22	)	)	PUNCT
hls-10376	68	23	,	,	PUNCT
hls-10376	68	24	employer	employer	NOUN
hls-10376	68	25	,	,	PUNCT
hls-10376	68	26	roles	role	NOUN
hls-10376	68	27	or	or	CCONJ
hls-10376	68	28	a	a	DET
hls-10376	68	29	combination	combination	NOUN
hls-10376	68	30	of	of	ADP
hls-10376	68	31	these	these	PRON
hls-10376	68	32	.	.	PUNCT
hls-10376	69	1	of	of	ADP
hls-10376	69	2	the	the	DET
hls-10376	69	3	22	22	NUM
hls-10376	69	4	observations	observation	NOUN
hls-10376	69	5	made	make	VERB
hls-10376	69	6	,	,	PUNCT
hls-10376	69	7	we	we	PRON
hls-10376	69	8	present	present	VERB
hls-10376	69	9	the	the	DET
hls-10376	69	10	tracking	tracking	NOUN
hls-10376	69	11	data	datum	NOUN
hls-10376	69	12	at	at	ADP
hls-10376	69	13	six	six	NUM
hls-10376	69	14	timepoints	timepoint	NOUN
hls-10376	69	15	:	:	PUNCT
hls-10376	69	16	may	may	PROPN
hls-10376	69	17	2012	2012	NUM
hls-10376	69	18	,	,	PUNCT
hls-10376	69	19	april	april	PROPN
hls-10376	69	20	2013	2013	NUM
hls-10376	69	21	,	,	PUNCT
hls-10376	69	22	april	april	PROPN
hls-10376	69	23	2014	2014	NUM
hls-10376	69	24	,	,	PUNCT
hls-10376	69	25	april	april	PROPN
hls-10376	69	26	2015	2015	NUM
hls-10376	69	27	,	,	PUNCT
hls-10376	69	28	april	april	PROPN
hls-10376	69	29	2016	2016	NUM
hls-10376	69	30	,	,	PUNCT
hls-10376	69	31	and	and	CCONJ
hls-10376	69	32	april	april	PROPN
hls-10376	69	33	2017	2017	NUM
hls-10376	69	34	.	.	PUNCT
hls-10376	70	1	retention	retention	NOUN
hls-10376	70	2	in	in	ADP
hls-10376	70	3	target	target	NOUN
hls-10376	70	4	healthcare	healthcare	NOUN
hls-10376	70	5	facilities	facility	NOUN
hls-10376	70	6	the	the	DET
hls-10376	70	7	retention	retention	NOUN
hls-10376	70	8	of	of	ADP
hls-10376	70	9	health	health	NOUN
hls-10376	70	10	workers	worker	NOUN
hls-10376	70	11	declined	decline	VERB
hls-10376	70	12	steadily	steadily	ADV
hls-10376	70	13	in	in	ADP
hls-10376	70	14	both	both	DET
hls-10376	70	15	countries	country	NOUN
hls-10376	70	16	over	over	ADP
hls-10376	70	17	the	the	DET
hls-10376	70	18	five	five	NUM
hls-10376	70	19	years	year	NOUN
hls-10376	70	20	.	.	PUNCT
hls-10376	71	1	figure	figure	NOUN
hls-10376	71	2	1	1	NUM
hls-10376	71	3	shows	show	VERB
hls-10376	71	4	the	the	DET
hls-10376	71	5	number	number	NOUN
hls-10376	71	6	of	of	ADP
hls-10376	71	7	participants	participant	NOUN
hls-10376	71	8	remaining	remain	VERB
hls-10376	71	9	in	in	ADP
hls-10376	71	10	target	target	NOUN
hls-10376	71	11	healthcare	healthcare	NOUN
hls-10376	71	12	facilities	facility	NOUN
hls-10376	71	13	during	during	ADP
hls-10376	71	14	the	the	DET
hls-10376	71	15	tracking	tracking	NOUN
hls-10376	71	16	period	period	NOUN
hls-10376	71	17	per	per	ADP
hls-10376	71	18	country	country	NOUN
hls-10376	71	19	.	.	PUNCT
hls-10376	72	1	the	the	DET
hls-10376	72	2	attrition	attrition	NOUN
hls-10376	72	3	rate	rate	NOUN
hls-10376	72	4	in	in	ADP
hls-10376	72	5	both	both	DET
hls-10376	72	6	countries	country	NOUN
hls-10376	72	7	was	be	AUX
hls-10376	72	8	almost	almost	ADV
hls-10376	72	9	similar	similar	ADJ
hls-10376	72	10	.	.	PUNCT
hls-10376	73	1	after	after	ADP
hls-10376	73	2	five	five	NUM
hls-10376	73	3	years	year	NOUN
hls-10376	73	4	,	,	PUNCT
hls-10376	73	5	46.5	46.5	NUM
hls-10376	73	6	%	%	NOUN
hls-10376	73	7	(	(	PUNCT
hls-10376	73	8	59/127	59/127	NUM
hls-10376	73	9	)	)	PUNCT
hls-10376	73	10	of	of	ADP
hls-10376	73	11	health	health	NOUN
hls-10376	73	12	workers	worker	NOUN
hls-10376	73	13	were	be	AUX
hls-10376	73	14	still	still	ADV
hls-10376	73	15	in	in	ADP
hls-10376	73	16	the	the	DET
hls-10376	73	17	target	target	NOUN
hls-10376	73	18	healthcare	healthcare	NOUN
hls-10376	73	19	facilities	facility	NOUN
hls-10376	73	20	,	,	PUNCT
hls-10376	73	21	47.8	47.8	NUM
hls-10376	73	22	%	%	NOUN
hls-10376	73	23	(	(	PUNCT
hls-10376	73	24	22/46	22/46	NUM
hls-10376	73	25	)	)	PUNCT
hls-10376	73	26	in	in	ADP
hls-10376	73	27	malawi	malawi	PROPN
hls-10376	73	28	,	,	PUNCT
hls-10376	73	29	and	and	CCONJ
hls-10376	73	30	45.7	45.7	NUM
hls-10376	73	31	%	%	NOUN
hls-10376	73	32	(	(	PUNCT
hls-10376	73	33	37/81	37/81	NUM
hls-10376	73	34	)	)	PUNCT
hls-10376	73	35	in	in	ADP
hls-10376	73	36	tanzania	tanzania	PROPN
hls-10376	73	37	.	.	PUNCT
hls-10376	74	1	the	the	DET
hls-10376	74	2	attrition	attrition	NOUN
hls-10376	74	3	rate	rate	NOUN
hls-10376	74	4	was	be	AUX
hls-10376	74	5	relatively	relatively	ADV
hls-10376	74	6	higher	high	ADJ
hls-10376	74	7	between	between	ADP
hls-10376	74	8	april	april	PROPN
hls-10376	74	9	2013	2013	NUM
hls-10376	74	10	and	and	CCONJ
hls-10376	74	11	april	april	PROPN
hls-10376	74	12	2016	2016	NUM
hls-10376	74	13	.	.	PUNCT
hls-10376	75	1	some	some	DET
hls-10376	75	2	participants	participant	NOUN
hls-10376	75	3	changed	change	VERB
hls-10376	75	4	their	their	PRON
hls-10376	75	5	article	article	NOUN
hls-10376	75	6	figure	figure	NOUN
hls-10376	75	7	1	1	NUM
hls-10376	75	8	.	.	PUNCT
hls-10376	76	1	the	the	DET
hls-10376	76	2	number	number	NOUN
hls-10376	76	3	of	of	ADP
hls-10376	76	4	health	health	NOUN
hls-10376	76	5	workers	worker	NOUN
hls-10376	76	6	in	in	ADP
hls-10376	76	7	the	the	DET
hls-10376	76	8	target	target	NOUN
hls-10376	76	9	healthcare	healthcare	NOUN
hls-10376	76	10	facilities	facility	NOUN
hls-10376	76	11	per	per	ADP
hls-10376	76	12	year	year	NOUN
hls-10376	76	13	.	.	PUNCT
hls-10376	77	1	[	[	X
hls-10376	77	2	page	page	NOUN
hls-10376	77	3	46	46	NUM
hls-10376	77	4	]	]	PUNCT
hls-10376	78	1	[	[	X
hls-10376	78	2	healthcare	healthcare	NOUN
hls-10376	78	3	in	in	ADP
hls-10376	78	4	low	low	ADJ
hls-10376	78	5	-	-	PUNCT
hls-10376	78	6	resource	resource	NOUN
hls-10376	78	7	settings	setting	NOUN
hls-10376	78	8	2022	2022	NUM
hls-10376	78	9	;	;	PUNCT
hls-10376	78	10	10:10376	10:10376	NUM
hls-10376	78	11	]	]	X
hls-10376	78	12	non	non	PRON
hls-10376	78	13	commercial	commercial	ADJ
hls-10376	78	14	use	use	VERB
hls-10376	78	15	only	only	ADV
hls-10376	78	16	employer	employer	NOUN
hls-10376	78	17	and	and	CCONJ
hls-10376	78	18	continued	continue	VERB
hls-10376	78	19	working	work	VERB
hls-10376	78	20	at	at	ADP
hls-10376	78	21	the	the	DET
hls-10376	78	22	same	same	ADJ
hls-10376	78	23	facility	facility	NOUN
hls-10376	78	24	;	;	PUNCT
hls-10376	78	25	others	other	NOUN
hls-10376	78	26	changed	change	VERB
hls-10376	78	27	roles	role	NOUN
hls-10376	78	28	,	,	PUNCT
hls-10376	78	29	e.g.	e.g.	ADV
hls-10376	78	30	,	,	PUNCT
hls-10376	78	31	from	from	ADP
hls-10376	78	32	clinical	clinical	ADJ
hls-10376	78	33	to	to	ADP
hls-10376	78	34	non	non	ADJ
hls-10376	78	35	-	-	ADJ
hls-10376	78	36	clinical	clinical	ADJ
hls-10376	78	37	duties	duty	NOUN
hls-10376	78	38	such	such	ADJ
hls-10376	78	39	as	as	ADP
hls-10376	78	40	administrative	administrative	ADJ
hls-10376	78	41	or	or	CCONJ
hls-10376	78	42	managerial	managerial	ADJ
hls-10376	78	43	roles	role	NOUN
hls-10376	78	44	,	,	PUNCT
hls-10376	78	45	but	but	CCONJ
hls-10376	78	46	remained	remain	VERB
hls-10376	78	47	at	at	ADP
hls-10376	78	48	the	the	DET
hls-10376	78	49	same	same	ADJ
hls-10376	78	50	healthcare	healthcare	NOUN
hls-10376	78	51	facilities	facility	NOUN
hls-10376	78	52	as	as	ADP
hls-10376	78	53	at	at	ADP
hls-10376	78	54	the	the	DET
hls-10376	78	55	start	start	NOUN
hls-10376	78	56	of	of	ADP
hls-10376	78	57	the	the	DET
hls-10376	78	58	etatmba	etatmba	NOUN
hls-10376	78	59	program	program	NOUN
hls-10376	78	60	.	.	PUNCT
hls-10376	79	1	the	the	DET
hls-10376	79	2	retention	retention	NOUN
hls-10376	79	3	pattern	pattern	NOUN
hls-10376	79	4	for	for	ADP
hls-10376	79	5	the	the	DET
hls-10376	79	6	employer	employer	NOUN
hls-10376	79	7	and	and	CCONJ
hls-10376	79	8	the	the	DET
hls-10376	79	9	main	main	ADJ
hls-10376	79	10	roles	role	NOUN
hls-10376	79	11	are	be	AUX
hls-10376	79	12	presented	present	VERB
hls-10376	79	13	in	in	ADP
hls-10376	79	14	the	the	DET
hls-10376	79	15	following	follow	VERB
hls-10376	79	16	two	two	NUM
hls-10376	79	17	sections	section	NOUN
hls-10376	79	18	.	.	PUNCT
hls-10376	80	1	retention	retention	NOUN
hls-10376	80	2	in	in	ADP
hls-10376	80	3	government	government	NOUN
hls-10376	80	4	employment	employment	NOUN
hls-10376	80	5	figure	figure	NOUN
hls-10376	80	6	2	2	NUM
hls-10376	80	7	shows	show	VERB
hls-10376	80	8	the	the	DET
hls-10376	80	9	number	number	NOUN
hls-10376	80	10	of	of	ADP
hls-10376	80	11	health	health	NOUN
hls-10376	80	12	workers	worker	NOUN
hls-10376	80	13	who	who	PRON
hls-10376	80	14	remained	remain	VERB
hls-10376	80	15	in	in	ADP
hls-10376	80	16	government	government	NOUN
hls-10376	80	17	employment	employment	NOUN
hls-10376	80	18	over	over	ADP
hls-10376	80	19	the	the	DET
hls-10376	80	20	tracking	tracking	NOUN
hls-10376	80	21	period	period	NOUN
hls-10376	80	22	.	.	PUNCT
hls-10376	81	1	we	we	PRON
hls-10376	81	2	considered	consider	VERB
hls-10376	81	3	those	those	DET
hls-10376	81	4	health	health	NOUN
hls-10376	81	5	workers	worker	NOUN
hls-10376	81	6	who	who	PRON
hls-10376	81	7	got	get	AUX
hls-10376	81	8	transferred	transfer	VERB
hls-10376	81	9	across	across	ADV
hls-10376	81	10	to	to	ADP
hls-10376	81	11	non	non	ADJ
hls-10376	81	12	-	-	ADJ
hls-10376	81	13	target	target	ADJ
hls-10376	81	14	healthcare	healthcare	NOUN
hls-10376	81	15	facilities	facility	NOUN
hls-10376	81	16	,	,	PUNCT
hls-10376	81	17	promoted	promote	VERB
hls-10376	81	18	to	to	ADP
hls-10376	81	19	leadership	leadership	NOUN
hls-10376	81	20	positions	position	NOUN
hls-10376	81	21	,	,	PUNCT
hls-10376	81	22	changed	change	VERB
hls-10376	81	23	roles	role	NOUN
hls-10376	81	24	to	to	PART
hls-10376	81	25	perform	perform	VERB
hls-10376	81	26	administrative	administrative	ADJ
hls-10376	81	27	duties	duty	NOUN
hls-10376	81	28	,	,	PUNCT
hls-10376	81	29	or	or	CCONJ
hls-10376	81	30	coordinated	coordinate	VERB
hls-10376	81	31	specific	specific	ADJ
hls-10376	81	32	programs	program	NOUN
hls-10376	81	33	as	as	SCONJ
hls-10376	81	34	retained	retain	VERB
hls-10376	81	35	(	(	PUNCT
hls-10376	81	36	in	in	ADP
hls-10376	81	37	this	this	DET
hls-10376	81	38	instance	instance	NOUN
hls-10376	81	39	)	)	PUNCT
hls-10376	81	40	,	,	PUNCT
hls-10376	81	41	as	as	ADV
hls-10376	81	42	long	long	ADV
hls-10376	81	43	as	as	SCONJ
hls-10376	81	44	their	their	PRON
hls-10376	81	45	employment	employment	NOUN
hls-10376	81	46	contract	contract	NOUN
hls-10376	81	47	with	with	ADP
hls-10376	81	48	the	the	DET
hls-10376	81	49	government	government	NOUN
hls-10376	81	50	was	be	AUX
hls-10376	81	51	maintained	maintain	VERB
hls-10376	81	52	.	.	PUNCT
hls-10376	82	1	for	for	ADP
hls-10376	82	2	example	example	NOUN
hls-10376	82	3	,	,	PUNCT
hls-10376	82	4	the	the	DET
hls-10376	82	5	ministry	ministry	PROPN
hls-10376	82	6	of	of	ADP
hls-10376	82	7	health	health	PROPN
hls-10376	82	8	in	in	ADP
hls-10376	82	9	malawi	malawi	PROPN
hls-10376	82	10	seconded	second	VERB
hls-10376	82	11	four	four	NUM
hls-10376	82	12	participants	participant	NOUN
hls-10376	82	13	to	to	ADP
hls-10376	82	14	nonprofit	nonprofit	ADJ
hls-10376	82	15	private	private	ADJ
hls-10376	82	16	healthcare	healthcare	NOUN
hls-10376	82	17	facilities	facility	NOUN
hls-10376	82	18	.	.	PUNCT
hls-10376	83	1	we	we	PRON
hls-10376	83	2	considered	consider	VERB
hls-10376	83	3	these	these	PRON
hls-10376	83	4	as	as	SCONJ
hls-10376	83	5	retained	retain	VERB
hls-10376	83	6	in	in	ADP
hls-10376	83	7	government	government	NOUN
hls-10376	83	8	employment	employment	NOUN
hls-10376	83	9	,	,	PUNCT
hls-10376	83	10	but	but	CCONJ
hls-10376	83	11	attrition	attrition	NOUN
hls-10376	83	12	had	have	AUX
hls-10376	83	13	occurred	occur	VERB
hls-10376	83	14	as	as	ADV
hls-10376	83	15	far	far	ADV
hls-10376	83	16	as	as	SCONJ
hls-10376	83	17	the	the	DET
hls-10376	83	18	location	location	NOUN
hls-10376	83	19	was	be	AUX
hls-10376	83	20	concerned	concern	VERB
hls-10376	83	21	.	.	PUNCT
hls-10376	84	1	there	there	PRON
hls-10376	84	2	was	be	VERB
hls-10376	84	3	steady	steady	ADJ
hls-10376	84	4	attrition	attrition	NOUN
hls-10376	84	5	of	of	ADP
hls-10376	84	6	health	health	NOUN
hls-10376	84	7	workers	worker	NOUN
hls-10376	84	8	in	in	ADP
hls-10376	84	9	government	government	NOUN
hls-10376	84	10	employment	employment	NOUN
hls-10376	84	11	from	from	ADP
hls-10376	84	12	100	100	NUM
hls-10376	84	13	%	%	NOUN
hls-10376	84	14	(	(	PUNCT
hls-10376	84	15	127	127	NUM
hls-10376	84	16	)	)	PUNCT
hls-10376	84	17	at	at	ADP
hls-10376	84	18	the	the	DET
hls-10376	84	19	start	start	NOUN
hls-10376	84	20	of	of	ADP
hls-10376	84	21	the	the	DET
hls-10376	84	22	tracking	tracking	NOUN
hls-10376	84	23	to	to	ADP
hls-10376	84	24	74	74	NUM
hls-10376	84	25	%	%	NOUN
hls-10376	84	26	(	(	PUNCT
hls-10376	84	27	94/127	94/127	NUM
hls-10376	84	28	)	)	PUNCT
hls-10376	84	29	.	.	PUNCT
hls-10376	85	1	the	the	DET
hls-10376	85	2	attrition	attrition	NOUN
hls-10376	85	3	rate	rate	NOUN
hls-10376	85	4	was	be	AUX
hls-10376	85	5	higher	high	ADJ
hls-10376	85	6	between	between	ADP
hls-10376	85	7	april	april	PROPN
hls-10376	85	8	2014	2014	NUM
hls-10376	85	9	and	and	CCONJ
hls-10376	85	10	april	april	PROPN
hls-10376	85	11	2016	2016	NUM
hls-10376	85	12	in	in	ADP
hls-10376	85	13	both	both	DET
hls-10376	85	14	countries	country	NOUN
hls-10376	85	15	and	and	CCONJ
hls-10376	85	16	slightly	slightly	ADV
hls-10376	85	17	higher	high	ADJ
hls-10376	85	18	in	in	ADP
hls-10376	85	19	tanzania	tanzania	PROPN
hls-10376	85	20	,	,	PUNCT
hls-10376	85	21	27.2	27.2	NUM
hls-10376	85	22	%	%	NOUN
hls-10376	85	23	(	(	PUNCT
hls-10376	85	24	22/81	22/81	NUM
hls-10376	85	25	)	)	PUNCT
hls-10376	85	26	,	,	PUNCT
hls-10376	85	27	than	than	ADP
hls-10376	85	28	in	in	ADP
hls-10376	85	29	malawi	malawi	PROPN
hls-10376	85	30	,	,	PUNCT
hls-10376	85	31	23.9	23.9	NUM
hls-10376	85	32	%	%	NOUN
hls-10376	85	33	(	(	PUNCT
hls-10376	85	34	11/46	11/46	NUM
hls-10376	85	35	)	)	PUNCT
hls-10376	85	36	.	.	PUNCT
hls-10376	86	1	retention	retention	NOUN
hls-10376	86	2	in	in	ADP
hls-10376	86	3	clinical	clinical	ADJ
hls-10376	86	4	roles	role	NOUN
hls-10376	86	5	in	in	ADP
hls-10376	86	6	this	this	DET
hls-10376	86	7	respect	respect	NOUN
hls-10376	86	8	,	,	PUNCT
hls-10376	86	9	we	we	PRON
hls-10376	86	10	considered	consider	VERB
hls-10376	86	11	retention	retention	NOUN
hls-10376	86	12	to	to	PART
hls-10376	86	13	have	have	AUX
hls-10376	86	14	occurred	occur	VERB
hls-10376	86	15	if	if	SCONJ
hls-10376	86	16	the	the	DET
hls-10376	86	17	health	health	NOUN
hls-10376	86	18	worker	worker	NOUN
hls-10376	86	19	continued	continue	VERB
hls-10376	86	20	in	in	ADP
hls-10376	86	21	the	the	DET
hls-10376	86	22	role	role	NOUN
hls-10376	86	23	of	of	ADP
hls-10376	86	24	providing	provide	VERB
hls-10376	86	25	clinical	clinical	ADJ
hls-10376	86	26	patient	patient	NOUN
hls-10376	86	27	care	care	NOUN
hls-10376	86	28	as	as	ADP
hls-10376	86	29	their	their	PRON
hls-10376	86	30	main	main	ADJ
hls-10376	86	31	role	role	NOUN
hls-10376	86	32	,	,	PUNCT
hls-10376	86	33	even	even	ADV
hls-10376	86	34	after	after	ADP
hls-10376	86	35	relocating	relocate	VERB
hls-10376	86	36	to	to	ADP
hls-10376	86	37	another	another	DET
hls-10376	86	38	healthcare	healthcare	NOUN
hls-10376	86	39	facility	facility	NOUN
hls-10376	86	40	or	or	CCONJ
hls-10376	86	41	had	have	AUX
hls-10376	86	42	changed	change	VERB
hls-10376	86	43	employers	employer	NOUN
hls-10376	86	44	(	(	PUNCT
hls-10376	86	45	figure	figure	NOUN
hls-10376	86	46	3	3	NUM
hls-10376	86	47	)	)	PUNCT
hls-10376	86	48	.	.	PUNCT
hls-10376	87	1	the	the	DET
hls-10376	87	2	number	number	NOUN
hls-10376	87	3	of	of	ADP
hls-10376	87	4	health	health	NOUN
hls-10376	87	5	workers	worker	NOUN
hls-10376	87	6	performing	perform	VERB
hls-10376	87	7	clinical	clinical	ADJ
hls-10376	87	8	roles	role	NOUN
hls-10376	87	9	decreased	decrease	VERB
hls-10376	87	10	in	in	ADP
hls-10376	87	11	both	both	DET
hls-10376	87	12	countries	country	NOUN
hls-10376	87	13	,	,	PUNCT
hls-10376	87	14	from	from	ADP
hls-10376	87	15	100	100	NUM
hls-10376	87	16	%	%	NOUN
hls-10376	87	17	(	(	PUNCT
hls-10376	87	18	127	127	NUM
hls-10376	87	19	)	)	PUNCT
hls-10376	87	20	at	at	ADP
hls-10376	87	21	the	the	DET
hls-10376	87	22	start	start	NOUN
hls-10376	87	23	of	of	ADP
hls-10376	87	24	the	the	DET
hls-10376	87	25	tracking	tracking	NOUN
hls-10376	87	26	to	to	ADP
hls-10376	87	27	74	74	NUM
hls-10376	87	28	%	%	NOUN
hls-10376	87	29	(	(	PUNCT
hls-10376	87	30	94/127	94/127	NUM
hls-10376	87	31	)	)	PUNCT
hls-10376	87	32	at	at	ADP
hls-10376	87	33	the	the	DET
hls-10376	87	34	end	end	NOUN
hls-10376	87	35	,	,	PUNCT
hls-10376	87	36	the	the	DET
hls-10376	87	37	decrease	decrease	NOUN
hls-10376	87	38	being	be	AUX
hls-10376	87	39	slightly	slightly	ADV
hls-10376	87	40	higher	high	ADJ
hls-10376	87	41	in	in	ADP
hls-10376	87	42	malawi	malawi	PROPN
hls-10376	87	43	30.4	30.4	NUM
hls-10376	87	44	%	%	NOUN
hls-10376	87	45	(	(	PUNCT
hls-10376	87	46	14/46	14/46	NUM
hls-10376	87	47	)	)	PUNCT
hls-10376	87	48	than	than	ADP
hls-10376	87	49	in	in	ADP
hls-10376	87	50	tanzania	tanzania	NOUN
hls-10376	87	51	23.5	23.5	NUM
hls-10376	87	52	%	%	NOUN
hls-10376	87	53	(	(	PUNCT
hls-10376	87	54	19/81	19/81	NUM
hls-10376	87	55	)	)	PUNCT
hls-10376	87	56	.	.	PUNCT
hls-10376	88	1	in	in	ADP
hls-10376	88	2	malawi	malawi	PROPN
hls-10376	88	3	,	,	PUNCT
hls-10376	88	4	30.4	30.4	NUM
hls-10376	88	5	%	%	NOUN
hls-10376	88	6	(	(	PUNCT
hls-10376	88	7	14/46	14/46	NUM
hls-10376	88	8	)	)	PUNCT
hls-10376	88	9	of	of	ADP
hls-10376	88	10	the	the	DET
hls-10376	88	11	participants	participant	NOUN
hls-10376	88	12	were	be	AUX
hls-10376	88	13	no	no	ADV
hls-10376	88	14	longer	long	ADV
hls-10376	88	15	in	in	ADP
hls-10376	88	16	clinical	clinical	ADJ
hls-10376	88	17	patient	patient	NOUN
hls-10376	88	18	care	care	NOUN
hls-10376	88	19	;	;	PUNCT
hls-10376	88	20	the	the	DET
hls-10376	88	21	highest	high	ADJ
hls-10376	88	22	attrition	attrition	NOUN
hls-10376	88	23	happened	happen	VERB
hls-10376	88	24	between	between	ADP
hls-10376	88	25	april	april	PROPN
hls-10376	88	26	2015	2015	NUM
hls-10376	88	27	to	to	ADP
hls-10376	88	28	april	april	PROPN
hls-10376	88	29	2016	2016	NUM
hls-10376	88	30	,	,	PUNCT
hls-10376	88	31	with	with	ADP
hls-10376	88	32	six	six	NUM
hls-10376	88	33	participants	participant	NOUN
hls-10376	88	34	leaving	leave	VERB
hls-10376	88	35	clinical	clinical	ADJ
hls-10376	88	36	practice	practice	NOUN
hls-10376	88	37	.	.	PUNCT
hls-10376	89	1	in	in	ADP
hls-10376	89	2	tanzania	tanzania	PROPN
hls-10376	89	3	,	,	PUNCT
hls-10376	89	4	23.5	23.5	NUM
hls-10376	89	5	%	%	NOUN
hls-10376	89	6	(	(	PUNCT
hls-10376	89	7	19/81	19/81	NUM
hls-10376	89	8	)	)	PUNCT
hls-10376	89	9	of	of	ADP
hls-10376	89	10	participants	participant	NOUN
hls-10376	89	11	had	have	AUX
hls-10376	89	12	left	leave	VERB
hls-10376	89	13	clinical	clinical	ADJ
hls-10376	89	14	roles	role	NOUN
hls-10376	89	15	by	by	ADP
hls-10376	89	16	the	the	DET
hls-10376	89	17	end	end	NOUN
hls-10376	89	18	of	of	ADP
hls-10376	89	19	the	the	DET
hls-10376	89	20	tracking	tracking	NOUN
hls-10376	89	21	period	period	NOUN
hls-10376	89	22	.	.	PUNCT
hls-10376	90	1	retention	retention	NOUN
hls-10376	90	2	of	of	ADP
hls-10376	90	3	health	health	NOUN
hls-10376	90	4	workers	worker	NOUN
hls-10376	90	5	at	at	ADP
hls-10376	90	6	healthcare	healthcare	PROPN
hls-10376	90	7	facilities	facility	NOUN
hls-10376	90	8	,	,	PUNCT
hls-10376	90	9	employer	employer	NOUN
hls-10376	90	10	and	and	CCONJ
hls-10376	90	11	clinical	clinical	ADJ
hls-10376	90	12	care	care	NOUN
hls-10376	90	13	roles	role	NOUN
hls-10376	90	14	figure	figure	VERB
hls-10376	90	15	4	4	NUM
hls-10376	90	16	compares	compare	VERB
hls-10376	90	17	the	the	DET
hls-10376	90	18	retention	retention	NOUN
hls-10376	90	19	rate	rate	NOUN
hls-10376	90	20	in	in	ADP
hls-10376	90	21	all	all	DET
hls-10376	90	22	the	the	DET
hls-10376	90	23	three	three	NUM
hls-10376	90	24	aspects	aspect	NOUN
hls-10376	90	25	of	of	ADP
hls-10376	90	26	retention	retention	NOUN
hls-10376	90	27	considered	consider	VERB
hls-10376	90	28	in	in	ADP
hls-10376	90	29	this	this	DET
hls-10376	90	30	study	study	NOUN
hls-10376	90	31	.	.	PUNCT
hls-10376	91	1	in	in	ADP
hls-10376	91	2	both	both	DET
hls-10376	91	3	countries	country	NOUN
hls-10376	91	4	,	,	PUNCT
hls-10376	91	5	the	the	DET
hls-10376	91	6	proportion	proportion	NOUN
hls-10376	91	7	of	of	ADP
hls-10376	91	8	health	health	NOUN
hls-10376	91	9	workers	worker	NOUN
hls-10376	91	10	retained	retain	VERB
hls-10376	91	11	in	in	ADP
hls-10376	91	12	target	target	NOUN
hls-10376	91	13	healthcare	healthcare	NOUN
hls-10376	91	14	facilities	facility	NOUN
hls-10376	91	15	was	be	AUX
hls-10376	91	16	relatively	relatively	ADV
hls-10376	91	17	lower	low	ADJ
hls-10376	91	18	than	than	ADP
hls-10376	91	19	the	the	DET
hls-10376	91	20	employer	employer	NOUN
hls-10376	91	21	’s	’s	PART
hls-10376	91	22	and	and	CCONJ
hls-10376	91	23	clinical	clinical	ADJ
hls-10376	91	24	roles	role	NOUN
hls-10376	91	25	’	'	PUNCT
hls-10376	91	26	retention	retention	NOUN
hls-10376	91	27	.	.	PUNCT
hls-10376	92	1	at	at	ADP
hls-10376	92	2	the	the	DET
hls-10376	92	3	end	end	NOUN
hls-10376	92	4	of	of	ADP
hls-10376	92	5	tracking	tracking	NOUN
hls-10376	92	6	,	,	PUNCT
hls-10376	92	7	the	the	DET
hls-10376	92	8	retention	retention	NOUN
hls-10376	92	9	in	in	ADP
hls-10376	92	10	government	government	NOUN
hls-10376	92	11	employment	employment	NOUN
hls-10376	92	12	in	in	ADP
hls-10376	92	13	malawi	malawi	PROPN
hls-10376	92	14	was	be	AUX
hls-10376	92	15	higher	high	ADJ
hls-10376	92	16	than	than	ADP
hls-10376	92	17	in	in	ADP
hls-10376	92	18	clinical	clinical	ADJ
hls-10376	92	19	roles	role	NOUN
hls-10376	92	20	,	,	PUNCT
hls-10376	92	21	whereas	whereas	SCONJ
hls-10376	92	22	in	in	ADP
hls-10376	92	23	tanzania	tanzania	PROPN
hls-10376	92	24	retention	retention	NOUN
hls-10376	92	25	in	in	ADP
hls-10376	92	26	the	the	DET
hls-10376	92	27	clinical	clinical	ADJ
hls-10376	92	28	role	role	NOUN
hls-10376	92	29	was	be	AUX
hls-10376	92	30	higher	high	ADJ
hls-10376	92	31	than	than	ADP
hls-10376	92	32	in	in	ADP
hls-10376	92	33	the	the	DET
hls-10376	92	34	government	government	NOUN
hls-10376	92	35	employment	employment	NOUN
hls-10376	92	36	.	.	PUNCT
hls-10376	93	1	discussion	discussion	NOUN
hls-10376	93	2	we	we	PRON
hls-10376	93	3	have	have	AUX
hls-10376	93	4	determined	determine	VERB
hls-10376	93	5	the	the	DET
hls-10376	93	6	retention	retention	NOUN
hls-10376	93	7	rate	rate	NOUN
hls-10376	93	8	of	of	ADP
hls-10376	93	9	health	health	NOUN
hls-10376	93	10	workers	worker	NOUN
hls-10376	93	11	by	by	ADP
hls-10376	93	12	presenting	present	VERB
hls-10376	93	13	the	the	DET
hls-10376	93	14	proportion	proportion	NOUN
hls-10376	93	15	of	of	ADP
hls-10376	93	16	health	health	NOUN
hls-10376	93	17	workers	worker	NOUN
hls-10376	93	18	who	who	PRON
hls-10376	93	19	,	,	PUNCT
hls-10376	93	20	for	for	ADP
hls-10376	93	21	whatever	whatever	DET
hls-10376	93	22	reason	reason	NOUN
hls-10376	93	23	,	,	PUNCT
hls-10376	93	24	left	leave	VERB
hls-10376	93	25	target	target	NOUN
hls-10376	93	26	healthcare	healthcare	NOUN
hls-10376	93	27	facilities	facility	NOUN
hls-10376	93	28	,	,	PUNCT
hls-10376	93	29	government	government	NOUN
hls-10376	93	30	employment	employment	NOUN
hls-10376	93	31	,	,	PUNCT
hls-10376	93	32	or	or	CCONJ
hls-10376	93	33	clinical	clinical	ADJ
hls-10376	93	34	roles	role	NOUN
hls-10376	93	35	during	during	ADP
hls-10376	93	36	the	the	DET
hls-10376	93	37	tracking	tracking	NOUN
hls-10376	93	38	period	period	NOUN
hls-10376	93	39	.	.	PUNCT
hls-10376	94	1	the	the	DET
hls-10376	94	2	attrition	attrition	NOUN
hls-10376	94	3	rate	rate	NOUN
hls-10376	94	4	per	per	ADP
hls-10376	94	5	year	year	NOUN
hls-10376	94	6	was	be	AUX
hls-10376	94	7	different	different	ADJ
hls-10376	94	8	in	in	ADP
hls-10376	94	9	each	each	DET
hls-10376	94	10	aspect	aspect	NOUN
hls-10376	94	11	considered	consider	VERB
hls-10376	94	12	.	.	PUNCT
hls-10376	95	1	it	it	PRON
hls-10376	95	2	is	be	AUX
hls-10376	95	3	essential	essential	ADJ
hls-10376	95	4	to	to	PART
hls-10376	95	5	state	state	VERB
hls-10376	95	6	that	that	SCONJ
hls-10376	95	7	none	none	NOUN
hls-10376	95	8	of	of	ADP
hls-10376	95	9	the	the	DET
hls-10376	95	10	participants	participant	NOUN
hls-10376	95	11	left	leave	VERB
hls-10376	95	12	their	their	PRON
hls-10376	95	13	countries	country	NOUN
hls-10376	95	14	(	(	PUNCT
hls-10376	95	15	no	no	DET
hls-10376	95	16	brain	brain	NOUN
hls-10376	95	17	drain	drain	NOUN
hls-10376	95	18	)	)	PUNCT
hls-10376	95	19	.	.	PUNCT
hls-10376	96	1	apart	apart	ADV
hls-10376	96	2	from	from	ADP
hls-10376	96	3	the	the	DET
hls-10376	96	4	involuntary	involuntary	ADJ
hls-10376	96	5	attrition	attrition	NOUN
hls-10376	96	6	due	due	ADP
hls-10376	96	7	to	to	ADP
hls-10376	96	8	retirement	retirement	NOUN
hls-10376	96	9	or	or	CCONJ
hls-10376	96	10	death	death	NOUN
hls-10376	96	11	,	,	PUNCT
hls-10376	96	12	the	the	DET
hls-10376	96	13	remaining	remain	VERB
hls-10376	96	14	health	health	NOUN
hls-10376	96	15	workers	worker	NOUN
hls-10376	96	16	continued	continue	VERB
hls-10376	96	17	to	to	PART
hls-10376	96	18	provide	provide	VERB
hls-10376	96	19	healthcare	healthcare	NOUN
hls-10376	96	20	in	in	ADP
hls-10376	96	21	their	their	PRON
hls-10376	96	22	countries	country	NOUN
hls-10376	96	23	in	in	ADP
hls-10376	96	24	different	different	ADJ
hls-10376	96	25	capacities	capacity	NOUN
hls-10376	96	26	and	and	CCONJ
hls-10376	96	27	roles	role	NOUN
hls-10376	96	28	or	or	CCONJ
hls-10376	96	29	with	with	ADP
hls-10376	96	30	a	a	DET
hls-10376	96	31	different	different	ADJ
hls-10376	96	32	employer	employer	NOUN
hls-10376	96	33	.	.	PUNCT
hls-10376	97	1	for	for	ADP
hls-10376	97	2	article	article	NOUN
hls-10376	97	3	figure	figure	NOUN
hls-10376	97	4	2	2	NUM
hls-10376	97	5	.	.	PUNCT
hls-10376	98	1	the	the	DET
hls-10376	98	2	number	number	NOUN
hls-10376	98	3	of	of	ADP
hls-10376	98	4	health	health	NOUN
hls-10376	98	5	workers	worker	NOUN
hls-10376	98	6	in	in	ADP
hls-10376	98	7	government	government	NOUN
hls-10376	98	8	employment	employment	NOUN
hls-10376	98	9	per	per	ADP
hls-10376	98	10	year	year	NOUN
hls-10376	98	11	.	.	PUNCT
hls-10376	99	1	figure	figure	NOUN
hls-10376	99	2	3	3	NUM
hls-10376	99	3	.	.	PUNCT
hls-10376	100	1	the	the	DET
hls-10376	100	2	number	number	NOUN
hls-10376	100	3	of	of	ADP
hls-10376	100	4	health	health	NOUN
hls-10376	100	5	workers	worker	NOUN
hls-10376	100	6	in	in	ADP
hls-10376	100	7	clinical	clinical	ADJ
hls-10376	100	8	roles	role	NOUN
hls-10376	100	9	per	per	ADP
hls-10376	100	10	year	year	NOUN
hls-10376	100	11	.	.	PUNCT
hls-10376	101	1	[	[	X
hls-10376	101	2	healthcare	healthcare	NOUN
hls-10376	101	3	in	in	ADP
hls-10376	101	4	low	low	ADJ
hls-10376	101	5	-	-	PUNCT
hls-10376	101	6	resource	resource	NOUN
hls-10376	101	7	settings	setting	NOUN
hls-10376	101	8	2022	2022	NUM
hls-10376	101	9	;	;	PUNCT
hls-10376	101	10	10:10376	10:10376	NUM
hls-10376	101	11	]	]	X
hls-10376	102	1	[	[	X
hls-10376	102	2	page	page	NOUN
hls-10376	102	3	47	47	NUM
hls-10376	102	4	]	]	PUNCT
hls-10376	102	5	non	non	PRON
hls-10376	102	6	commercial	commercial	ADJ
hls-10376	102	7	use	use	VERB
hls-10376	102	8	only	only	ADV
hls-10376	102	9	[	[	PUNCT
hls-10376	102	10	page	page	NOUN
hls-10376	102	11	48	48	NUM
hls-10376	102	12	]	]	PUNCT
hls-10376	103	1	[	[	X
hls-10376	103	2	healthcare	healthcare	NOUN
hls-10376	103	3	in	in	ADP
hls-10376	103	4	low	low	ADJ
hls-10376	103	5	-	-	PUNCT
hls-10376	103	6	resource	resource	NOUN
hls-10376	103	7	settings	setting	NOUN
hls-10376	103	8	2022	2022	NUM
hls-10376	103	9	;	;	PUNCT
hls-10376	103	10	10:10376	10:10376	NUM
hls-10376	103	11	]	]	PUNCT
hls-10376	103	12	example	example	NOUN
hls-10376	103	13	,	,	PUNCT
hls-10376	103	14	in	in	ADP
hls-10376	103	15	malawi	malawi	PROPN
hls-10376	103	16	,	,	PUNCT
hls-10376	103	17	participants	participant	NOUN
hls-10376	103	18	left	leave	VERB
hls-10376	103	19	target	target	NOUN
hls-10376	103	20	healthcare	healthcare	NOUN
hls-10376	103	21	facilities	facility	NOUN
hls-10376	103	22	to	to	PART
hls-10376	103	23	work	work	VERB
hls-10376	103	24	for	for	ADP
hls-10376	103	25	public	public	ADJ
hls-10376	103	26	health	health	NOUN
hls-10376	103	27	programs	program	NOUN
hls-10376	103	28	in	in	ADP
hls-10376	103	29	the	the	DET
hls-10376	103	30	government	government	NOUN
hls-10376	103	31	or	or	CCONJ
hls-10376	103	32	ngos	ngo	NOUN
hls-10376	103	33	,	,	PUNCT
hls-10376	103	34	and	and	CCONJ
hls-10376	103	35	others	other	NOUN
hls-10376	103	36	went	go	VERB
hls-10376	103	37	to	to	PART
hls-10376	103	38	serve	serve	VERB
hls-10376	103	39	in	in	ADP
hls-10376	103	40	the	the	DET
hls-10376	103	41	military	military	NOUN
hls-10376	103	42	.	.	PUNCT
hls-10376	104	1	however	however	ADV
hls-10376	104	2	,	,	PUNCT
hls-10376	104	3	healthcare	healthcare	PROPN
hls-10376	104	4	facility	facility	NOUN
hls-10376	104	5	retention	retention	NOUN
hls-10376	104	6	was	be	AUX
hls-10376	104	7	46.5	46.5	NUM
hls-10376	104	8	%	%	NOUN
hls-10376	104	9	(	(	PUNCT
hls-10376	104	10	figure	figure	NOUN
hls-10376	104	11	1	1	NUM
hls-10376	104	12	)	)	PUNCT
hls-10376	104	13	.	.	PUNCT
hls-10376	105	1	the	the	DET
hls-10376	105	2	migration	migration	NOUN
hls-10376	105	3	of	of	ADP
hls-10376	105	4	health	health	NOUN
hls-10376	105	5	workers	worker	NOUN
hls-10376	105	6	from	from	ADP
hls-10376	105	7	one	one	NUM
hls-10376	105	8	country	country	NOUN
hls-10376	105	9	to	to	ADP
hls-10376	105	10	another	another	PRON
hls-10376	105	11	,	,	PUNCT
hls-10376	105	12	also	also	ADV
hls-10376	105	13	called	call	VERB
hls-10376	105	14	brain	brain	NOUN
hls-10376	105	15	drain	drain	NOUN
hls-10376	105	16	,	,	PUNCT
hls-10376	105	17	is	be	AUX
hls-10376	105	18	the	the	DET
hls-10376	105	19	most	most	ADV
hls-10376	105	20	common	common	ADJ
hls-10376	105	21	form	form	NOUN
hls-10376	105	22	of	of	ADP
hls-10376	105	23	attrition	attrition	NOUN
hls-10376	105	24	documented	document	VERB
hls-10376	105	25	.	.	PUNCT
hls-10376	106	1	the	the	DET
hls-10376	106	2	movement	movement	NOUN
hls-10376	106	3	is	be	AUX
hls-10376	106	4	usually	usually	ADV
hls-10376	106	5	from	from	ADP
hls-10376	106	6	a	a	DET
hls-10376	106	7	lowto	lowto	NOUN
hls-10376	106	8	a	a	DET
hls-10376	106	9	high	high	ADJ
hls-10376	106	10	-	-	PUNCT
hls-10376	106	11	resource	resource	NOUN
hls-10376	106	12	country.11,22–27	country.11,22–27	NOUN
hls-10376	106	13	however	however	ADV
hls-10376	106	14	,	,	PUNCT
hls-10376	106	15	the	the	DET
hls-10376	106	16	tendency	tendency	NOUN
hls-10376	106	17	to	to	PART
hls-10376	106	18	overemphasise	overemphasise	VERB
hls-10376	106	19	the	the	DET
hls-10376	106	20	international	international	ADJ
hls-10376	106	21	migration	migration	NOUN
hls-10376	106	22	of	of	ADP
hls-10376	106	23	the	the	DET
hls-10376	106	24	health	health	NOUN
hls-10376	106	25	workforce	workforce	NOUN
hls-10376	106	26	diverts	divert	VERB
hls-10376	106	27	attention	attention	NOUN
hls-10376	106	28	from	from	ADP
hls-10376	106	29	focusing	focus	VERB
hls-10376	106	30	on	on	ADP
hls-10376	106	31	the	the	DET
hls-10376	106	32	attrition	attrition	NOUN
hls-10376	106	33	/	/	SYM
hls-10376	106	34	mobility	mobility	NOUN
hls-10376	106	35	of	of	ADP
hls-10376	106	36	the	the	DET
hls-10376	106	37	health	health	NOUN
hls-10376	106	38	workforce	workforce	NOUN
hls-10376	106	39	within	within	ADP
hls-10376	106	40	countries	country	NOUN
hls-10376	106	41	,	,	PUNCT
hls-10376	106	42	the	the	DET
hls-10376	106	43	internal	internal	ADJ
hls-10376	106	44	occupational	occupational	ADJ
hls-10376	106	45	mobility	mobility	NOUN
hls-10376	106	46	,	,	PUNCT
hls-10376	106	47	or	or	CCONJ
hls-10376	106	48	internal	internal	ADJ
hls-10376	106	49	brain	brain	NOUN
hls-10376	106	50	drain,12,27,28	drain,12,27,28	PROPN
hls-10376	106	51	which	which	PRON
hls-10376	106	52	affects	affect	VERB
hls-10376	106	53	not	not	PART
hls-10376	106	54	only	only	ADV
hls-10376	106	55	health	health	NOUN
hls-10376	106	56	workforce	workforce	NOUN
hls-10376	106	57	availability	availability	NOUN
hls-10376	106	58	and	and	CCONJ
hls-10376	106	59	distribution	distribution	NOUN
hls-10376	106	60	,	,	PUNCT
hls-10376	106	61	but	but	CCONJ
hls-10376	106	62	also	also	ADV
hls-10376	106	63	its	its	PRON
hls-10376	106	64	accessibility	accessibility	NOUN
hls-10376	106	65	,	,	PUNCT
hls-10376	106	66	acceptability	acceptability	NOUN
hls-10376	106	67	and	and	CCONJ
hls-10376	106	68	quality.29	quality.29	NOUN
hls-10376	106	69	this	this	DET
hls-10376	106	70	aspect	aspect	NOUN
hls-10376	106	71	needs	need	VERB
hls-10376	106	72	to	to	PART
hls-10376	106	73	be	be	AUX
hls-10376	106	74	explored	explore	VERB
hls-10376	106	75	further	far	ADV
hls-10376	106	76	along	along	ADP
hls-10376	106	77	with	with	ADP
hls-10376	106	78	the	the	DET
hls-10376	106	79	interventions	intervention	NOUN
hls-10376	106	80	to	to	PART
hls-10376	106	81	mitigate	mitigate	VERB
hls-10376	106	82	its	its	PRON
hls-10376	106	83	effects	effect	NOUN
hls-10376	106	84	.	.	PUNCT
hls-10376	107	1	for	for	ADP
hls-10376	107	2	this	this	DET
hls-10376	107	3	study	study	NOUN
hls-10376	107	4	,	,	PUNCT
hls-10376	107	5	we	we	PRON
hls-10376	107	6	chose	choose	VERB
hls-10376	107	7	three	three	NUM
hls-10376	107	8	aspects	aspect	NOUN
hls-10376	107	9	of	of	ADP
hls-10376	107	10	health	health	NOUN
hls-10376	107	11	workforce	workforce	NOUN
hls-10376	107	12	retention	retention	NOUN
hls-10376	107	13	as	as	ADP
hls-10376	107	14	a	a	DET
hls-10376	107	15	platform	platform	NOUN
hls-10376	107	16	to	to	PART
hls-10376	107	17	determine	determine	VERB
hls-10376	107	18	health	health	NOUN
hls-10376	107	19	workforce	workforce	NOUN
hls-10376	107	20	movements	movement	NOUN
hls-10376	107	21	within	within	ADP
hls-10376	107	22	countries	country	NOUN
hls-10376	107	23	.	.	PUNCT
hls-10376	108	1	we	we	PRON
hls-10376	108	2	could	could	AUX
hls-10376	108	3	have	have	AUX
hls-10376	108	4	chosen	choose	VERB
hls-10376	108	5	or	or	CCONJ
hls-10376	108	6	added	add	VERB
hls-10376	108	7	other	other	ADJ
hls-10376	108	8	parameters	parameter	NOUN
hls-10376	108	9	,	,	PUNCT
hls-10376	108	10	e.g.	e.g.	ADV
hls-10376	108	11	,	,	PUNCT
hls-10376	108	12	retention	retention	NOUN
hls-10376	108	13	within	within	ADP
hls-10376	108	14	sub	sub	ADJ
hls-10376	108	15	-	-	ADJ
hls-10376	108	16	national	national	ADJ
hls-10376	108	17	geographical	geographical	ADJ
hls-10376	108	18	areas	area	NOUN
hls-10376	108	19	(	(	PUNCT
hls-10376	108	20	district	district	NOUN
hls-10376	108	21	/	/	SYM
hls-10376	108	22	region	region	NOUN
hls-10376	108	23	/	/	SYM
hls-10376	108	24	province	province	NOUN
hls-10376	108	25	)	)	PUNCT
hls-10376	108	26	,	,	PUNCT
hls-10376	108	27	in	in	ADP
hls-10376	108	28	the	the	DET
hls-10376	108	29	maternity	maternity	NOUN
hls-10376	108	30	or	or	CCONJ
hls-10376	108	31	other	other	ADJ
hls-10376	108	32	departments	department	NOUN
hls-10376	108	33	within	within	ADP
hls-10376	108	34	the	the	DET
hls-10376	108	35	health	health	NOUN
hls-10376	108	36	facility	facility	NOUN
hls-10376	108	37	,	,	PUNCT
hls-10376	108	38	etc	etc	X
hls-10376	108	39	.	.	X
hls-10376	109	1	we	we	PRON
hls-10376	109	2	feel	feel	VERB
hls-10376	109	3	that	that	SCONJ
hls-10376	109	4	these	these	DET
hls-10376	109	5	“	"	PUNCT
hls-10376	109	6	intercountry	intercountry	ADJ
hls-10376	109	7	”	"	PUNCT
hls-10376	109	8	movements	movement	NOUN
hls-10376	109	9	need	need	VERB
hls-10376	109	10	to	to	PART
hls-10376	109	11	be	be	AUX
hls-10376	109	12	explored	explore	VERB
hls-10376	109	13	,	,	PUNCT
hls-10376	109	14	measured	measure	VERB
hls-10376	109	15	,	,	PUNCT
hls-10376	109	16	and	and	CCONJ
hls-10376	109	17	tangible	tangible	ADJ
hls-10376	109	18	indicators	indicator	NOUN
hls-10376	109	19	developed	develop	VERB
hls-10376	109	20	.	.	PUNCT
hls-10376	110	1	rather	rather	ADV
hls-10376	110	2	than	than	ADP
hls-10376	110	3	measuring	measure	VERB
hls-10376	110	4	health	health	NOUN
hls-10376	110	5	workforce	workforce	NOUN
hls-10376	110	6	retention	retention	NOUN
hls-10376	110	7	and	and	CCONJ
hls-10376	110	8	attrition	attrition	NOUN
hls-10376	110	9	at	at	ADP
hls-10376	110	10	the	the	DET
hls-10376	110	11	national	national	ADJ
hls-10376	110	12	level	level	NOUN
hls-10376	110	13	,	,	PUNCT
hls-10376	110	14	we	we	PRON
hls-10376	110	15	propose	propose	VERB
hls-10376	110	16	that	that	SCONJ
hls-10376	110	17	health	health	NOUN
hls-10376	110	18	mobility	mobility	NOUN
hls-10376	110	19	within	within	ADP
hls-10376	110	20	countries	country	NOUN
hls-10376	110	21	is	be	AUX
hls-10376	110	22	also	also	ADV
hls-10376	110	23	measured	measure	VERB
hls-10376	110	24	comprehensively	comprehensively	ADV
hls-10376	110	25	to	to	PART
hls-10376	110	26	specify	specify	VERB
hls-10376	110	27	the	the	DET
hls-10376	110	28	individual	individual	NOUN
hls-10376	110	29	(	(	PUNCT
hls-10376	110	30	or	or	CCONJ
hls-10376	110	31	cadre	cadre	NOUN
hls-10376	110	32	,	,	PUNCT
hls-10376	110	33	etc	etc	X
hls-10376	110	34	.	.	X
hls-10376	110	35	)	)	PUNCT
hls-10376	111	1	involved	involve	VERB
hls-10376	111	2	,	,	PUNCT
hls-10376	111	3	the	the	DET
hls-10376	111	4	role	role	NOUN
hls-10376	111	5	,	,	PUNCT
hls-10376	111	6	and	and	CCONJ
hls-10376	111	7	employer	employer	NOUN
hls-10376	111	8	,	,	PUNCT
hls-10376	111	9	where	where	SCONJ
hls-10376	111	10	health	health	NOUN
hls-10376	111	11	workers	worker	NOUN
hls-10376	111	12	are	be	AUX
hls-10376	111	13	leaving	leave	VERB
hls-10376	111	14	from	from	ADP
hls-10376	111	15	,	,	PUNCT
hls-10376	111	16	and	and	CCONJ
hls-10376	111	17	where	where	SCONJ
hls-10376	111	18	they	they	PRON
hls-10376	111	19	are	be	AUX
hls-10376	111	20	moving	move	VERB
hls-10376	111	21	to	to	ADP
hls-10376	111	22	.	.	PUNCT
hls-10376	112	1	most	most	ADJ
hls-10376	112	2	studies	study	NOUN
hls-10376	112	3	state	state	PROPN
hls-10376	112	4	health	health	PROPN
hls-10376	112	5	workforce	workforce	NOUN
hls-10376	112	6	retention	retention	NOUN
hls-10376	112	7	in	in	ADP
hls-10376	112	8	arbitrary	arbitrary	ADJ
hls-10376	112	9	terms	term	NOUN
hls-10376	112	10	without	without	ADP
hls-10376	112	11	specifying	specify	VERB
hls-10376	112	12	the	the	DET
hls-10376	112	13	duration	duration	NOUN
hls-10376	112	14	of	of	ADP
hls-10376	112	15	employment	employment	NOUN
hls-10376	112	16	that	that	PRON
hls-10376	112	17	would	would	AUX
hls-10376	112	18	amount	amount	VERB
hls-10376	112	19	to	to	ADP
hls-10376	112	20	“	"	PUNCT
hls-10376	112	21	adequate	adequate	ADJ
hls-10376	112	22	”	"	PUNCT
hls-10376	112	23	retention	retention	NOUN
hls-10376	112	24	.	.	PUNCT
hls-10376	113	1	for	for	ADP
hls-10376	113	2	example	example	NOUN
hls-10376	113	3	,	,	PUNCT
hls-10376	113	4	although	although	SCONJ
hls-10376	113	5	the	the	DET
hls-10376	113	6	duration	duration	NOUN
hls-10376	113	7	of	of	ADP
hls-10376	113	8	the	the	DET
hls-10376	113	9	etatmba	etatmba	NOUN
hls-10376	113	10	program	program	NOUN
hls-10376	113	11	was	be	AUX
hls-10376	113	12	four	four	NUM
hls-10376	113	13	years	year	NOUN
hls-10376	113	14	,	,	PUNCT
hls-10376	113	15	the	the	DET
hls-10376	113	16	program	program	NOUN
hls-10376	113	17	expected	expect	VERB
hls-10376	113	18	that	that	SCONJ
hls-10376	113	19	,	,	PUNCT
hls-10376	113	20	following	follow	VERB
hls-10376	113	21	the	the	DET
hls-10376	113	22	training	training	NOUN
hls-10376	113	23	,	,	PUNCT
hls-10376	113	24	participants	participant	NOUN
hls-10376	113	25	would	would	AUX
hls-10376	113	26	stay	stay	VERB
hls-10376	113	27	in	in	ADP
hls-10376	113	28	target	target	NOUN
hls-10376	113	29	healthcare	healthcare	NOUN
hls-10376	113	30	facilities	facility	NOUN
hls-10376	113	31	for	for	ADP
hls-10376	113	32	a	a	DET
hls-10376	113	33	“	"	PUNCT
hls-10376	113	34	considerable	considerable	ADJ
hls-10376	113	35	”	"	PUNCT
hls-10376	113	36	time.19	time.19	NOUN
hls-10376	113	37	however	however	ADV
hls-10376	113	38	,	,	PUNCT
hls-10376	113	39	since	since	SCONJ
hls-10376	113	40	the	the	DET
hls-10376	113	41	duration	duration	NOUN
hls-10376	113	42	of	of	ADP
hls-10376	113	43	this	this	DET
hls-10376	113	44	“	"	PUNCT
hls-10376	113	45	considerable	considerable	ADJ
hls-10376	113	46	”	"	PUNCT
hls-10376	113	47	time	time	NOUN
hls-10376	113	48	was	be	AUX
hls-10376	113	49	not	not	PART
hls-10376	113	50	specified	specify	VERB
hls-10376	113	51	,	,	PUNCT
hls-10376	113	52	it	it	PRON
hls-10376	113	53	would	would	AUX
hls-10376	113	54	be	be	AUX
hls-10376	113	55	challenging	challenge	VERB
hls-10376	113	56	to	to	PART
hls-10376	113	57	determine	determine	VERB
hls-10376	113	58	what	what	PRON
hls-10376	113	59	constitutes	constitute	VERB
hls-10376	113	60	retention	retention	NOUN
hls-10376	113	61	in	in	ADP
hls-10376	113	62	this	this	DET
hls-10376	113	63	instance	instance	NOUN
hls-10376	113	64	.	.	PUNCT
hls-10376	114	1	however	however	ADV
hls-10376	114	2	,	,	PUNCT
hls-10376	114	3	movements	movement	NOUN
hls-10376	114	4	across	across	ADP
hls-10376	114	5	the	the	DET
hls-10376	114	6	different	different	ADJ
hls-10376	114	7	facets	facet	NOUN
hls-10376	114	8	of	of	ADP
hls-10376	114	9	the	the	DET
hls-10376	114	10	health	health	NOUN
hls-10376	114	11	system	system	NOUN
hls-10376	114	12	within	within	ADP
hls-10376	114	13	the	the	DET
hls-10376	114	14	country	country	NOUN
hls-10376	114	15	could	could	AUX
hls-10376	114	16	precisely	precisely	ADV
hls-10376	114	17	be	be	AUX
hls-10376	114	18	determined	determine	VERB
hls-10376	114	19	,	,	PUNCT
hls-10376	114	20	as	as	SCONJ
hls-10376	114	21	is	be	AUX
hls-10376	114	22	the	the	DET
hls-10376	114	23	case	case	NOUN
hls-10376	114	24	in	in	ADP
hls-10376	114	25	this	this	DET
hls-10376	114	26	study	study	NOUN
hls-10376	114	27	.	.	PUNCT
hls-10376	115	1	had	have	AUX
hls-10376	115	2	this	this	DET
hls-10376	115	3	study	study	NOUN
hls-10376	115	4	tracked	track	VERB
hls-10376	115	5	all	all	DET
hls-10376	115	6	available	available	ADJ
hls-10376	115	7	health	health	NOUN
hls-10376	115	8	workers	worker	NOUN
hls-10376	115	9	in	in	ADP
hls-10376	115	10	target	target	NOUN
hls-10376	115	11	healthcare	healthcare	NOUN
hls-10376	115	12	facilities	facility	NOUN
hls-10376	115	13	,	,	PUNCT
hls-10376	115	14	it	it	PRON
hls-10376	115	15	would	would	AUX
hls-10376	115	16	have	have	AUX
hls-10376	115	17	been	be	AUX
hls-10376	115	18	possible	possible	ADJ
hls-10376	115	19	to	to	PART
hls-10376	115	20	determine	determine	VERB
hls-10376	115	21	parameters	parameter	NOUN
hls-10376	115	22	suggested	suggest	VERB
hls-10376	115	23	by	by	ADP
hls-10376	115	24	russell	russell	PROPN
hls-10376	115	25	or	or	CCONJ
hls-10376	115	26	the	the	DET
hls-10376	115	27	who	who	PRON
hls-10376	115	28	,	,	PUNCT
hls-10376	115	29	including	include	VERB
hls-10376	115	30	the	the	DET
hls-10376	115	31	stability	stability	NOUN
hls-10376	115	32	rate	rate	NOUN
hls-10376	115	33	,	,	PUNCT
hls-10376	115	34	median	median	ADJ
hls-10376	115	35	survival	survival	NOUN
hls-10376	115	36	years	year	NOUN
hls-10376	115	37	,	,	PUNCT
hls-10376	115	38	replenishment	replenishment	NOUN
hls-10376	115	39	rate	rate	NOUN
hls-10376	115	40	from	from	ADP
hls-10376	115	41	domestic	domestic	ADJ
hls-10376	115	42	sources	source	NOUN
hls-10376	115	43	,	,	PUNCT
hls-10376	115	44	vacancy	vacancy	NOUN
hls-10376	115	45	rate	rate	NOUN
hls-10376	115	46	and	and	CCONJ
hls-10376	115	47	health	health	NOUN
hls-10376	115	48	care	care	NOUN
hls-10376	115	49	worker	worker	NOUN
hls-10376	115	50	’s	’s	PART
hls-10376	115	51	unemployment	unemployment	NOUN
hls-10376	115	52	rate	rate	NOUN
hls-10376	115	53	.	.	PUNCT
hls-10376	116	1	we	we	PRON
hls-10376	116	2	could	could	AUX
hls-10376	116	3	not	not	PART
hls-10376	116	4	obtain	obtain	VERB
hls-10376	116	5	this	this	DET
hls-10376	116	6	information	information	NOUN
hls-10376	116	7	,	,	PUNCT
hls-10376	116	8	which	which	PRON
hls-10376	116	9	was	be	AUX
hls-10376	116	10	one	one	NUM
hls-10376	116	11	of	of	ADP
hls-10376	116	12	the	the	DET
hls-10376	116	13	reasons	reason	NOUN
hls-10376	116	14	for	for	ADP
hls-10376	116	15	embarking	embark	VERB
hls-10376	116	16	on	on	ADP
hls-10376	116	17	a	a	DET
hls-10376	116	18	prospective	prospective	ADJ
hls-10376	116	19	study	study	NOUN
hls-10376	116	20	,	,	PUNCT
hls-10376	116	21	highlighting	highlight	VERB
hls-10376	116	22	the	the	DET
hls-10376	116	23	urgent	urgent	ADJ
hls-10376	116	24	need	need	NOUN
hls-10376	116	25	for	for	ADP
hls-10376	116	26	improvements	improvement	NOUN
hls-10376	116	27	in	in	ADP
hls-10376	116	28	hrh	hrh	PROPN
hls-10376	116	29	monitoring	monitor	VERB
hls-10376	116	30	at	at	ADP
hls-10376	116	31	all	all	DET
hls-10376	116	32	levels	level	NOUN
hls-10376	116	33	of	of	ADP
hls-10376	116	34	healthcare	healthcare	NOUN
hls-10376	116	35	delivery	delivery	NOUN
hls-10376	116	36	in	in	ADP
hls-10376	116	37	lowresource	lowresource	PROPN
hls-10376	116	38	settings.15–17	settings.15–17	PROPN
hls-10376	116	39	health	health	NOUN
hls-10376	116	40	authorities	authority	NOUN
hls-10376	116	41	should	should	AUX
hls-10376	116	42	develop	develop	VERB
hls-10376	116	43	locally	locally	ADV
hls-10376	116	44	relevant	relevant	ADJ
hls-10376	116	45	indicators	indicator	NOUN
hls-10376	116	46	to	to	PART
hls-10376	116	47	capture	capture	VERB
hls-10376	116	48	health	health	NOUN
hls-10376	116	49	workforce	workforce	NOUN
hls-10376	116	50	movements	movement	NOUN
hls-10376	116	51	at	at	ADP
hls-10376	116	52	national	national	ADJ
hls-10376	116	53	and	and	CCONJ
hls-10376	116	54	subnational	subnational	ADJ
hls-10376	116	55	levels	level	NOUN
hls-10376	116	56	.	.	PUNCT
hls-10376	117	1	for	for	ADP
hls-10376	117	2	example	example	NOUN
hls-10376	117	3	,	,	PUNCT
hls-10376	117	4	they	they	PRON
hls-10376	117	5	could	could	AUX
hls-10376	117	6	adopt	adopt	VERB
hls-10376	117	7	indicators	indicator	NOUN
hls-10376	117	8	suggested	suggest	VERB
hls-10376	117	9	by	by	ADP
hls-10376	117	10	the	the	DET
hls-10376	117	11	who	who	PRON
hls-10376	117	12	or	or	CCONJ
hls-10376	117	13	russell	russell	PROPN
hls-10376	117	14	,	,	PUNCT
hls-10376	117	15	informed	inform	VERB
hls-10376	117	16	by	by	ADP
hls-10376	117	17	the	the	DET
hls-10376	117	18	local	local	ADJ
hls-10376	117	19	context	context	NOUN
hls-10376	117	20	,	,	PUNCT
hls-10376	117	21	clearly	clearly	ADV
hls-10376	117	22	defining	define	VERB
hls-10376	117	23	the	the	DET
hls-10376	117	24	numerator	numerator	NOUN
hls-10376	117	25	,	,	PUNCT
hls-10376	117	26	denominator	denominator	NOUN
hls-10376	117	27	,	,	PUNCT
hls-10376	117	28	and	and	CCONJ
hls-10376	117	29	the	the	DET
hls-10376	117	30	relevant	relevant	ADJ
hls-10376	117	31	data	datum	NOUN
hls-10376	117	32	source(s	source(s	PROPN
hls-10376	117	33	)	)	PUNCT
hls-10376	117	34	.	.	PUNCT
hls-10376	118	1	the	the	DET
hls-10376	118	2	health	health	NOUN
hls-10376	118	3	system	system	NOUN
hls-10376	118	4	could	could	AUX
hls-10376	118	5	integrate	integrate	VERB
hls-10376	118	6	these	these	DET
hls-10376	118	7	data	datum	NOUN
hls-10376	118	8	through	through	ADP
hls-10376	118	9	the	the	DET
hls-10376	118	10	existing	exist	VERB
hls-10376	118	11	health	health	NOUN
hls-10376	118	12	information	information	NOUN
hls-10376	118	13	management	management	NOUN
hls-10376	118	14	systems	system	NOUN
hls-10376	118	15	(	(	PUNCT
hls-10376	118	16	hmis	hmis	PROPN
hls-10376	118	17	)	)	PUNCT
hls-10376	118	18	to	to	PART
hls-10376	118	19	improve	improve	VERB
hls-10376	118	20	efficiency	efficiency	NOUN
hls-10376	118	21	.	.	PUNCT
hls-10376	119	1	such	such	ADJ
hls-10376	119	2	data	datum	NOUN
hls-10376	119	3	would	would	AUX
hls-10376	119	4	be	be	AUX
hls-10376	119	5	a	a	DET
hls-10376	119	6	valuable	valuable	ADJ
hls-10376	119	7	contribution	contribution	NOUN
hls-10376	119	8	to	to	ADP
hls-10376	119	9	hrh	hrh	PROPN
hls-10376	119	10	planning	planning	PROPN
hls-10376	119	11	.	.	PUNCT
hls-10376	120	1	similarly	similarly	ADV
hls-10376	120	2	,	,	PUNCT
hls-10376	120	3	such	such	ADJ
hls-10376	120	4	data	datum	NOUN
hls-10376	120	5	would	would	AUX
hls-10376	120	6	allow	allow	VERB
hls-10376	120	7	for	for	ADP
hls-10376	120	8	the	the	DET
hls-10376	120	9	monitoring	monitoring	NOUN
hls-10376	120	10	and	and	CCONJ
hls-10376	120	11	comparing	comparing	NOUN
hls-10376	120	12	of	of	ADP
hls-10376	120	13	hrh	hrh	PROPN
hls-10376	120	14	availability	availability	NOUN
hls-10376	120	15	and	and	CCONJ
hls-10376	120	16	distribution	distribution	NOUN
hls-10376	120	17	and	and	CCONJ
hls-10376	120	18	enable	enable	VERB
hls-10376	120	19	a	a	DET
hls-10376	120	20	better	well	ADJ
hls-10376	120	21	understanding	understanding	NOUN
hls-10376	120	22	of	of	ADP
hls-10376	120	23	the	the	DET
hls-10376	120	24	dynamics	dynamic	NOUN
hls-10376	120	25	at	at	ADP
hls-10376	120	26	play	play	NOUN
hls-10376	120	27	in	in	ADP
hls-10376	120	28	the	the	DET
hls-10376	120	29	hrh	hrh	PROPN
hls-10376	120	30	labour	labour	PROPN
hls-10376	120	31	market	market	NOUN
hls-10376	120	32	within	within	ADP
hls-10376	120	33	and	and	CCONJ
hls-10376	120	34	across	across	ADP
hls-10376	120	35	countries	country	NOUN
hls-10376	120	36	.	.	PUNCT
hls-10376	121	1	improving	improve	VERB
hls-10376	121	2	the	the	DET
hls-10376	121	3	working	work	VERB
hls-10376	121	4	conditions	condition	NOUN
hls-10376	121	5	or	or	CCONJ
hls-10376	121	6	formulating	formulate	VERB
hls-10376	121	7	and	and	CCONJ
hls-10376	121	8	implementing	implement	VERB
hls-10376	121	9	cohesive	cohesive	ADJ
hls-10376	121	10	employment	employment	NOUN
hls-10376	121	11	policies	policy	NOUN
hls-10376	121	12	could	could	AUX
hls-10376	121	13	help	help	VERB
hls-10376	121	14	minimise	minimise	VERB
hls-10376	121	15	the	the	DET
hls-10376	121	16	unnecessary	unnecessary	ADJ
hls-10376	121	17	staff	staff	NOUN
hls-10376	121	18	transfers	transfer	NOUN
hls-10376	121	19	across	across	ADP
hls-10376	121	20	healthcare	healthcare	PROPN
hls-10376	121	21	facilities	facility	NOUN
hls-10376	121	22	,	,	PUNCT
hls-10376	121	23	departments	department	NOUN
hls-10376	121	24	,	,	PUNCT
hls-10376	121	25	or	or	CCONJ
hls-10376	121	26	programs	program	NOUN
hls-10376	121	27	.	.	PUNCT
hls-10376	122	1	for	for	ADP
hls-10376	122	2	example	example	NOUN
hls-10376	122	3	,	,	PUNCT
hls-10376	122	4	the	the	DET
hls-10376	122	5	traffic	traffic	NOUN
hls-10376	122	6	between	between	ADP
hls-10376	122	7	public	public	ADJ
hls-10376	122	8	and	and	CCONJ
hls-10376	122	9	private	private	ADJ
hls-10376	122	10	healthcare	healthcare	NOUN
hls-10376	122	11	facilities	facility	NOUN
hls-10376	122	12	seen	see	VERB
hls-10376	122	13	in	in	ADP
hls-10376	122	14	this	this	DET
hls-10376	122	15	study	study	NOUN
hls-10376	122	16	could	could	AUX
hls-10376	122	17	have	have	AUX
hls-10376	122	18	been	be	AUX
hls-10376	122	19	reduced	reduce	VERB
hls-10376	122	20	by	by	ADP
hls-10376	122	21	enhancing	enhance	VERB
hls-10376	122	22	the	the	DET
hls-10376	122	23	public	public	ADJ
hls-10376	122	24	-	-	PUNCT
hls-10376	122	25	private	private	ADJ
hls-10376	122	26	partnership	partnership	NOUN
hls-10376	122	27	,	,	PUNCT
hls-10376	122	28	which	which	PRON
hls-10376	122	29	was	be	AUX
hls-10376	122	30	successfully	successfully	ADV
hls-10376	122	31	done	do	VERB
hls-10376	122	32	in	in	ADP
hls-10376	122	33	uganda	uganda	PROPN
hls-10376	122	34	in	in	ADP
hls-10376	122	35	a	a	DET
hls-10376	122	36	similar	similar	ADJ
hls-10376	122	37	program.30	program.30	NOUN
hls-10376	122	38	we	we	PRON
hls-10376	122	39	propose	propose	VERB
hls-10376	122	40	that	that	SCONJ
hls-10376	122	41	internal	internal	ADJ
hls-10376	122	42	mobility	mobility	NOUN
hls-10376	122	43	of	of	ADP
hls-10376	122	44	the	the	DET
hls-10376	122	45	health	health	NOUN
hls-10376	122	46	workforce	workforce	NOUN
hls-10376	122	47	does	do	AUX
hls-10376	122	48	not	not	PART
hls-10376	122	49	amount	amount	VERB
hls-10376	122	50	to	to	ADP
hls-10376	122	51	attrition	attrition	NOUN
hls-10376	122	52	as	as	ADV
hls-10376	122	53	long	long	ADV
hls-10376	122	54	as	as	SCONJ
hls-10376	122	55	such	such	ADJ
hls-10376	122	56	movements	movement	NOUN
hls-10376	122	57	are	be	AUX
hls-10376	122	58	controlled	control	VERB
hls-10376	122	59	and	and	CCONJ
hls-10376	122	60	occur	occur	VERB
hls-10376	122	61	within	within	ADP
hls-10376	122	62	the	the	DET
hls-10376	122	63	health	health	NOUN
hls-10376	122	64	sector	sector	NOUN
hls-10376	122	65	.	.	PUNCT
hls-10376	123	1	for	for	ADP
hls-10376	123	2	low	low	ADJ
hls-10376	123	3	-	-	PUNCT
hls-10376	123	4	resources	resource	NOUN
hls-10376	123	5	countries	country	NOUN
hls-10376	123	6	like	like	ADP
hls-10376	123	7	malawi	malawi	PROPN
hls-10376	123	8	and	and	CCONJ
hls-10376	123	9	tanzania	tanzania	PROPN
hls-10376	123	10	,	,	PUNCT
hls-10376	123	11	curbing	curb	VERB
hls-10376	123	12	the	the	DET
hls-10376	123	13	external	external	ADJ
hls-10376	123	14	migration	migration	NOUN
hls-10376	123	15	of	of	ADP
hls-10376	123	16	the	the	DET
hls-10376	123	17	health	health	NOUN
hls-10376	123	18	workforce	workforce	NOUN
hls-10376	123	19	is	be	AUX
hls-10376	123	20	a	a	DET
hls-10376	123	21	challenge.22	challenge.22	NOUN
hls-10376	123	22	hence	hence	ADV
hls-10376	123	23	,	,	PUNCT
hls-10376	123	24	optimizing	optimize	VERB
hls-10376	123	25	the	the	DET
hls-10376	123	26	access	access	NOUN
hls-10376	123	27	to	to	ADP
hls-10376	123	28	the	the	DET
hls-10376	123	29	available	available	ADJ
hls-10376	123	30	workforce	workforce	NOUN
hls-10376	123	31	through	through	ADP
hls-10376	123	32	managing	manage	VERB
hls-10376	123	33	internal	internal	ADJ
hls-10376	123	34	movements	movement	NOUN
hls-10376	123	35	could	could	AUX
hls-10376	123	36	be	be	AUX
hls-10376	123	37	a	a	DET
hls-10376	123	38	suitable	suitable	ADJ
hls-10376	123	39	,	,	PUNCT
hls-10376	123	40	less	less	ADV
hls-10376	123	41	costly	costly	ADJ
hls-10376	123	42	alternative	alternative	NOUN
hls-10376	123	43	.	.	PUNCT
hls-10376	124	1	a	a	DET
hls-10376	124	2	dynamic	dynamic	ADJ
hls-10376	124	3	health	health	NOUN
hls-10376	124	4	system	system	NOUN
hls-10376	124	5	that	that	PRON
hls-10376	124	6	allows	allow	VERB
hls-10376	124	7	health	health	NOUN
hls-10376	124	8	workers	worker	NOUN
hls-10376	124	9	to	to	PART
hls-10376	124	10	change	change	VERB
hls-10376	124	11	jobs	job	NOUN
hls-10376	124	12	or	or	CCONJ
hls-10376	124	13	locations	location	NOUN
hls-10376	124	14	,	,	PUNCT
hls-10376	124	15	within	within	ADP
hls-10376	124	16	countries	country	NOUN
hls-10376	124	17	,	,	PUNCT
hls-10376	124	18	based	base	VERB
hls-10376	124	19	on	on	ADP
hls-10376	124	20	local	local	ADJ
hls-10376	124	21	labour	labour	NOUN
hls-10376	124	22	market	market	NOUN
hls-10376	124	23	forces	force	NOUN
hls-10376	124	24	is	be	AUX
hls-10376	124	25	likely	likely	ADJ
hls-10376	124	26	to	to	PART
hls-10376	124	27	promote	promote	VERB
hls-10376	124	28	a	a	DET
hls-10376	124	29	healthy	healthy	ADJ
hls-10376	124	30	contention	contention	NOUN
hls-10376	124	31	among	among	ADP
hls-10376	124	32	employers	employer	NOUN
hls-10376	124	33	,	,	PUNCT
hls-10376	124	34	boost	boost	VERB
hls-10376	124	35	the	the	DET
hls-10376	124	36	competitive	competitive	ADJ
hls-10376	124	37	advantage	advantage	NOUN
hls-10376	124	38	to	to	PART
hls-10376	124	39	attract	attract	VERB
hls-10376	124	40	and	and	CCONJ
hls-10376	124	41	retain	retain	VERB
hls-10376	124	42	the	the	DET
hls-10376	124	43	required	require	VERB
hls-10376	124	44	health	health	NOUN
hls-10376	124	45	workforce	workforce	NOUN
hls-10376	124	46	.	.	PUNCT
hls-10376	125	1	hopefully	hopefully	ADV
hls-10376	125	2	,	,	PUNCT
hls-10376	125	3	such	such	ADJ
hls-10376	125	4	competition	competition	NOUN
hls-10376	125	5	will	will	AUX
hls-10376	125	6	improve	improve	VERB
hls-10376	125	7	access	access	NOUN
hls-10376	125	8	to	to	ADP
hls-10376	125	9	the	the	DET
hls-10376	125	10	health	health	NOUN
hls-10376	125	11	workforce	workforce	NOUN
hls-10376	125	12	,	,	PUNCT
hls-10376	125	13	improve	improve	VERB
hls-10376	125	14	healthcare	healthcare	NOUN
hls-10376	125	15	delivery	delivery	NOUN
hls-10376	125	16	,	,	PUNCT
hls-10376	125	17	and	and	CCONJ
hls-10376	125	18	accelerate	accelerate	VERB
hls-10376	125	19	the	the	DET
hls-10376	125	20	attainment	attainment	NOUN
hls-10376	125	21	of	of	ADP
hls-10376	125	22	universal	universal	ADJ
hls-10376	125	23	health	health	NOUN
hls-10376	125	24	coverage	coverage	NOUN
hls-10376	125	25	.	.	PUNCT
hls-10376	126	1	conclusions	conclusion	NOUN
hls-10376	126	2	measuring	measure	VERB
hls-10376	126	3	workforce	workforce	NOUN
hls-10376	126	4	movements	movement	NOUN
hls-10376	126	5	within	within	ADP
hls-10376	126	6	a	a	DET
hls-10376	126	7	country	country	NOUN
hls-10376	126	8	appears	appear	VERB
hls-10376	126	9	to	to	PART
hls-10376	126	10	be	be	AUX
hls-10376	126	11	more	more	ADV
hls-10376	126	12	practical	practical	ADJ
hls-10376	126	13	and	and	CCONJ
hls-10376	126	14	informative	informative	ADJ
hls-10376	126	15	to	to	ADP
hls-10376	126	16	the	the	DET
hls-10376	126	17	health	health	NOUN
hls-10376	126	18	system	system	NOUN
hls-10376	126	19	than	than	ADP
hls-10376	126	20	measuring	measure	VERB
hls-10376	126	21	health	health	NOUN
hls-10376	126	22	workforce	workforce	NOUN
hls-10376	126	23	retention	retention	NOUN
hls-10376	126	24	.	.	PUNCT
hls-10376	127	1	developing	develop	VERB
hls-10376	127	2	indicators	indicator	NOUN
hls-10376	127	3	for	for	ADP
hls-10376	127	4	in	in	ADP
hls-10376	127	5	-	-	PUNCT
hls-10376	127	6	country	country	NOUN
hls-10376	127	7	workforce	workforce	NOUN
hls-10376	127	8	mobility	mobility	NOUN
hls-10376	127	9	and	and	CCONJ
hls-10376	127	10	promoting	promote	VERB
hls-10376	127	11	their	their	PRON
hls-10376	127	12	use	use	NOUN
hls-10376	127	13	will	will	AUX
hls-10376	127	14	likely	likely	ADV
hls-10376	127	15	streamline	streamline	VERB
hls-10376	127	16	hrh	hrh	PROPN
hls-10376	127	17	research	research	PROPN
hls-10376	127	18	and	and	CCONJ
hls-10376	127	19	planning	planning	NOUN
hls-10376	127	20	and	and	CCONJ
hls-10376	127	21	improve	improve	VERB
hls-10376	127	22	health	health	NOUN
hls-10376	127	23	workforce	workforce	NOUN
hls-10376	127	24	availability	availability	NOUN
hls-10376	127	25	,	,	PUNCT
hls-10376	127	26	distribution	distribution	NOUN
hls-10376	127	27	and	and	CCONJ
hls-10376	127	28	access	access	NOUN
hls-10376	127	29	.	.	PUNCT
hls-10376	128	1	references	reference	NOUN
hls-10376	128	2	1	1	NUM
hls-10376	128	3	.	.	PUNCT
hls-10376	128	4	world	world	PROPN
hls-10376	128	5	health	health	PROPN
hls-10376	128	6	organisation	organisation	NOUN
hls-10376	128	7	.	.	PUNCT
hls-10376	129	1	the	the	DET
hls-10376	129	2	kampala	kampala	PROPN
hls-10376	129	3	declaration	declaration	NOUN
hls-10376	129	4	and	and	CCONJ
hls-10376	129	5	agenda	agenda	NOUN
hls-10376	129	6	for	for	ADP
hls-10376	129	7	global	global	ADJ
hls-10376	129	8	action	action	NOUN
hls-10376	129	9	.	.	PUNCT
hls-10376	130	1	who	who	PRON
hls-10376	130	2	;	;	PUNCT
hls-10376	130	3	2008	2008	NUM
hls-10376	130	4	.	.	PUNCT
hls-10376	130	5	available	available	ADJ
hls-10376	130	6	from	from	ADP
hls-10376	130	7	:	:	PUNCT
hls-10376	130	8	https://apps.who.int/iris/	https://apps.who.int/iris/	PROPN
hls-10376	130	9	handle/10665/43898	handle/10665/43898	PROPN
hls-10376	130	10	2	2	X
hls-10376	130	11	.	.	PUNCT
hls-10376	130	12	campbell	campbell	PROPN
hls-10376	130	13	j	j	PROPN
hls-10376	130	14	,	,	PUNCT
hls-10376	130	15	dussault	dussault	VERB
hls-10376	130	16	g	g	PROPN
hls-10376	130	17	,	,	PUNCT
hls-10376	130	18	buchan	buchan	PROPN
hls-10376	130	19	j	j	PROPN
hls-10376	130	20	,	,	PUNCT
hls-10376	130	21	pozo	pozo	PROPN
hls-10376	130	22	-	-	PUNCT
hls-10376	130	23	martin	martin	PROPN
hls-10376	130	24	f.	f.	PROPN
hls-10376	130	25	a	a	DET
hls-10376	130	26	universal	universal	ADJ
hls-10376	130	27	truth	truth	NOUN
hls-10376	130	28	:	:	PUNCT
hls-10376	130	29	no	no	DET
hls-10376	130	30	health	health	NOUN
hls-10376	130	31	without	without	ADP
hls-10376	130	32	a	a	DET
hls-10376	130	33	workforce	workforce	NOUN
hls-10376	130	34	.	.	PUNCT
hls-10376	131	1	in	in	ADP
hls-10376	131	2	:	:	PUNCT
hls-10376	131	3	forum	forum	PROPN
hls-10376	131	4	report	report	PROPN
hls-10376	131	5	,	,	PUNCT
hls-10376	131	6	third	third	ADJ
hls-10376	131	7	global	global	ADJ
hls-10376	131	8	forum	forum	PROPN
hls-10376	131	9	on	on	ADP
hls-10376	131	10	human	human	ADJ
hls-10376	131	11	resources	resource	NOUN
hls-10376	131	12	for	for	ADP
hls-10376	131	13	health	health	NOUN
hls-10376	131	14	,	,	PUNCT
hls-10376	131	15	recife	recife	PROPN
hls-10376	131	16	,	,	PUNCT
hls-10376	131	17	brazil	brazil	PROPN
hls-10376	131	18	,	,	PUNCT
hls-10376	131	19	2013	2013	NUM
hls-10376	131	20	nov	nov	NOUN
hls-10376	131	21	10	10	NUM
hls-10376	131	22	-	-	SYM
hls-10376	131	23	13	13	NUM
hls-10376	131	24	.	.	PUNCT
hls-10376	132	1	who	who	PRON
hls-10376	132	2	;	;	PUNCT
hls-10376	132	3	2013	2013	NUM
hls-10376	132	4	.	.	PUNCT
hls-10376	133	1	available	available	ADJ
hls-10376	133	2	from	from	ADP
hls-10376	133	3	:	:	PUNCT
hls-10376	133	4	https://www.euro.who.int/en/mediacentre/events/events/2013/11/third	https://www.euro.who.int/en/mediacentre/events/events/2013/11/third	PROPN
hls-10376	133	5	article	article	NOUN
hls-10376	133	6	figure	figure	AUX
hls-10376	133	7	4	4	NUM
hls-10376	133	8	.	.	NOUN
hls-10376	133	9	proportion	proportion	NOUN
hls-10376	133	10	of	of	ADP
hls-10376	133	11	health	health	NOUN
hls-10376	133	12	workers	worker	NOUN
hls-10376	133	13	retained	retain	VERB
hls-10376	133	14	by	by	ADP
hls-10376	133	15	facility	facility	NOUN
hls-10376	133	16	,	,	PUNCT
hls-10376	133	17	employer	employer	NOUN
hls-10376	133	18	and	and	CCONJ
hls-10376	133	19	clinical	clinical	ADJ
hls-10376	133	20	roles	role	NOUN
hls-10376	133	21	per	per	ADP
hls-10376	133	22	year	year	NOUN
hls-10376	133	23	.	.	PUNCT
hls-10376	134	1	non	non	PRON
hls-10376	134	2	commercial	commercial	ADJ
hls-10376	134	3	use	use	VERB
hls-10376	134	4	only	only	ADV
hls-10376	134	5	[	[	PUNCT
hls-10376	134	6	healthcare	healthcare	NOUN
hls-10376	134	7	in	in	ADP
hls-10376	134	8	low	low	ADJ
hls-10376	134	9	-	-	PUNCT
hls-10376	134	10	resource	resource	NOUN
hls-10376	134	11	settings	setting	NOUN
hls-10376	134	12	2022	2022	NUM
hls-10376	134	13	;	;	PUNCT
hls-10376	134	14	10:10376	10:10376	NUM
hls-10376	134	15	]	]	X
hls-10376	135	1	[	[	X
hls-10376	135	2	page	page	NOUN
hls-10376	135	3	49	49	NUM
hls-10376	135	4	]	]	X
hls-10376	135	5	global	global	ADJ
hls-10376	135	6	-	-	PUNCT
hls-10376	135	7	forum	forum	NOUN
hls-10376	135	8	-	-	PUNCT
hls-10376	135	9	on	on	ADP
hls-10376	135	10	-	-	PUNCT
hls-10376	135	11	human	human	ADJ
hls-10376	135	12	-	-	PUNCT
hls-10376	135	13	resources	resource	NOUN
hls-10376	135	14	-	-	PUNCT
hls-10376	135	15	forhealth	forhealth	NOUN
hls-10376	135	16	3	3	NUM
hls-10376	135	17	.	.	PUNCT
hls-10376	135	18	world	world	PROPN
hls-10376	135	19	health	health	PROPN
hls-10376	135	20	organization	organization	PROPN
hls-10376	135	21	.	.	PUNCT
hls-10376	136	1	making	make	VERB
hls-10376	136	2	health	health	NOUN
hls-10376	136	3	workers	worker	NOUN
hls-10376	136	4	count	count	VERB
hls-10376	136	5	.	.	PUNCT
hls-10376	137	1	the	the	DET
hls-10376	137	2	global	global	PROPN
hls-10376	137	3	workforce	workforce	PROPN
hls-10376	137	4	alliance	alliance	PROPN
hls-10376	137	5	2012	2012	NUM
hls-10376	137	6	annual	annual	ADJ
hls-10376	137	7	health	health	NOUN
hls-10376	137	8	report	report	NOUN
hls-10376	137	9	.	.	PUNCT
hls-10376	138	1	who	who	PRON
hls-10376	138	2	,	,	PUNCT
hls-10376	138	3	2012	2012	NUM
hls-10376	138	4	.	.	PUNCT
hls-10376	138	5	available	available	ADJ
hls-10376	138	6	from	from	ADP
hls-10376	138	7	:	:	PUNCT
hls-10376	138	8	https://apps.who.int/iris/bitstream/handle/10665/250330/97892415	https://apps.who.int/iris/bitstream/handle/10665/250330/97892415	PROPN
hls-10376	138	9	11407-eng.pdf	11407-eng.pdf	PROPN
hls-10376	138	10	4	4	NUM
hls-10376	138	11	.	.	PUNCT
hls-10376	138	12	world	world	PROPN
hls-10376	138	13	health	health	PROPN
hls-10376	138	14	organization	organization	PROPN
hls-10376	138	15	.	.	PUNCT
hls-10376	139	1	global	global	ADJ
hls-10376	139	2	strategy	strategy	NOUN
hls-10376	139	3	on	on	ADP
hls-10376	139	4	human	human	ADJ
hls-10376	139	5	resources	resource	NOUN
hls-10376	139	6	for	for	ADP
hls-10376	139	7	health	health	NOUN
hls-10376	139	8	:	:	PUNCT
hls-10376	139	9	workforce	workforce	NOUN
hls-10376	139	10	2030	2030	NUM
hls-10376	139	11	.	.	PUNCT
hls-10376	140	1	who	who	PRON
hls-10376	140	2	library	library	VERB
hls-10376	140	3	cataloguing	cataloguing	NOUN
hls-10376	140	4	-	-	PUNCT
hls-10376	140	5	in	in	ADP
hls-10376	140	6	-	-	PUNCT
hls-10376	140	7	publication	publication	NOUN
hls-10376	140	8	data	datum	NOUN
hls-10376	140	9	;	;	PUNCT
hls-10376	140	10	2018	2018	NUM
hls-10376	140	11	.	.	PUNCT
hls-10376	141	1	available	available	ADJ
hls-10376	141	2	from	from	ADP
hls-10376	141	3	:	:	PUNCT
hls-10376	141	4	https://apps.who.int/iris/bitstream/handle/10665/250368/9789241511131eng.pdf	https://apps.who.int/iris/bitstream/handle/10665/250368/9789241511131eng.pdf	PROPN
hls-10376	141	5	5	5	NUM
hls-10376	141	6	.	.	PUNCT
hls-10376	142	1	ministry	ministry	PROPN
hls-10376	142	2	of	of	ADP
hls-10376	142	3	health	health	PROPN
hls-10376	142	4	and	and	CCONJ
hls-10376	142	5	social	social	ADJ
hls-10376	142	6	welfare	welfare	NOUN
hls-10376	142	7	,	,	PUNCT
hls-10376	142	8	united	united	PROPN
hls-10376	142	9	republic	republic	PROPN
hls-10376	142	10	of	of	ADP
hls-10376	142	11	tanzania	tanzania	PROPN
hls-10376	142	12	.	.	PUNCT
hls-10376	143	1	health	health	NOUN
hls-10376	143	2	sector	sector	NOUN
hls-10376	143	3	strategic	strategic	ADJ
hls-10376	143	4	plan	plan	NOUN
hls-10376	143	5	,	,	PUNCT
hls-10376	143	6	july	july	PROPN
hls-10376	143	7	2015	2015	NUM
hls-10376	143	8	–	–	PUNCT
hls-10376	143	9	june	june	PROPN
hls-10376	143	10	2020	2020	NUM
hls-10376	143	11	(	(	PUNCT
hls-10376	143	12	hssp	hssp	NOUN
hls-10376	143	13	iv	iv	NUM
hls-10376	143	14	):	):	PUNCT
hls-10376	143	15	reaching	reach	VERB
hls-10376	143	16	all	all	DET
hls-10376	143	17	households	household	NOUN
hls-10376	143	18	with	with	ADP
hls-10376	143	19	quality	quality	NOUN
hls-10376	143	20	health	health	NOUN
hls-10376	143	21	care	care	NOUN
hls-10376	143	22	.	.	PUNCT
hls-10376	144	1	ministry	ministry	PROPN
hls-10376	144	2	of	of	ADP
hls-10376	144	3	health	health	PROPN
hls-10376	144	4	and	and	CCONJ
hls-10376	144	5	social	social	ADJ
hls-10376	144	6	welfare	welfare	NOUN
hls-10376	144	7	,	,	PUNCT
hls-10376	144	8	united	united	PROPN
hls-10376	144	9	republic	republic	PROPN
hls-10376	144	10	of	of	ADP
hls-10376	144	11	tanzania	tanzania	PROPN
hls-10376	144	12	,	,	PUNCT
hls-10376	144	13	2015	2015	NUM
hls-10376	144	14	.	.	PUNCT
hls-10376	145	1	available	available	ADJ
hls-10376	145	2	from	from	ADP
hls-10376	145	3	:	:	PUNCT
hls-10376	145	4	h	h	PROPN
hls-10376	145	5	t	t	PROPN
hls-10376	145	6	t	t	PROPN
hls-10376	145	7	p	p	X
hls-10376	145	8	s	s	X
hls-10376	145	9	:	:	PUNCT
hls-10376	145	10	/	/	SYM
hls-10376	145	11	/	/	SYM
hls-10376	145	12	w	w	PROPN
hls-10376	145	13	w	w	PROPN
hls-10376	145	14	w	w	PROPN
hls-10376	145	15	.	.	PUNCT
hls-10376	146	1	p	p	X
hls-10376	146	2	r	r	NOUN
hls-10376	146	3	b	b	PROPN
hls-10376	146	4	.	.	PUNCT
hls-10376	147	1	o	o	NOUN
hls-10376	147	2	r	r	NOUN
hls-10376	147	3	g	g	PROPN
hls-10376	147	4	/	/	SYM
hls-10376	147	5	w	w	PROPN
hls-10376	147	6	p	p	NOUN
hls-10376	147	7	content	content	NOUN
hls-10376	147	8	/	/	SYM
hls-10376	147	9	uploads/2020/06	uploads/2020/06	PROPN
hls-10376	147	10	/	/	SYM
hls-10376	147	11	tanzaniahealth	tanzaniahealth	NOUN
hls-10376	147	12	-	-	PUNCT
hls-10376	147	13	sector	sector	NOUN
hls-10376	147	14	-	-	PUNCT
hls-10376	147	15	strategic	strategic	ADJ
hls-10376	147	16	-	-	PUNCT
hls-10376	147	17	plan	plan	NOUN
hls-10376	147	18	-	-	PUNCT
hls-10376	147	19	iv-20152020	iv-20152020	NOUN
hls-10376	147	20	-	-	PUNCT
hls-10376	147	21	1	1	NUM
hls-10376	147	22	-	-	NUM
hls-10376	147	23	4.pdf	4.pdf	NUM
hls-10376	147	24	6	6	NUM
hls-10376	147	25	.	.	PUNCT
hls-10376	148	1	ministry	ministry	PROPN
hls-10376	148	2	of	of	ADP
hls-10376	148	3	health	health	PROPN
hls-10376	148	4	,	,	PUNCT
hls-10376	148	5	malawi	malawi	PROPN
hls-10376	148	6	.	.	PUNCT
hls-10376	149	1	health	health	NOUN
hls-10376	149	2	sector	sector	NOUN
hls-10376	149	3	strategic	strategic	PROPN
hls-10376	149	4	plan	plan	NOUN
hls-10376	149	5	ii	ii	PROPN
hls-10376	149	6	(	(	PUNCT
hls-10376	149	7	2017	2017	NUM
hls-10376	149	8	-	-	SYM
hls-10376	149	9	2022	2022	NUM
hls-10376	149	10	)	)	PUNCT
hls-10376	149	11	.	.	PUNCT
hls-10376	150	1	ministry	ministry	PROPN
hls-10376	150	2	of	of	ADP
hls-10376	150	3	health	health	PROPN
hls-10376	150	4	,	,	PUNCT
hls-10376	150	5	malawi	malawi	PROPN
hls-10376	150	6	;	;	PUNCT
hls-10376	150	7	2017	2017	NUM
hls-10376	150	8	.	.	PUNCT
hls-10376	150	9	available	available	ADJ
hls-10376	150	10	from	from	ADP
hls-10376	150	11	:	:	PUNCT
hls-10376	150	12	https://extranet.who.int/countryplanningcycles/sites/default/files/planning_cycle_repository/malawi/health_s	https://extranet.who.int/countryplanningcycles/sites/default/files/planning_cycle_repository/malawi/health_s	PROPN
hls-10376	150	13	ector_strategic_plan_ii_030417_smt_d	ector_strategic_plan_ii_030417_smt_d	PROPN
hls-10376	150	14	ps.pdf	ps.pdf	PROPN
hls-10376	150	15	7	7	NUM
hls-10376	150	16	.	.	PUNCT
hls-10376	150	17	wilson	wilson	PROPN
hls-10376	150	18	n	n	CCONJ
hls-10376	150	19	,	,	PUNCT
hls-10376	150	20	couper	couper	PROPN
hls-10376	150	21	i	i	PROPN
hls-10376	150	22	,	,	PUNCT
hls-10376	150	23	vries	vries	PROPN
hls-10376	150	24	e	e	PROPN
hls-10376	150	25	,	,	PUNCT
hls-10376	150	26	et	et	PROPN
hls-10376	150	27	al	al	PROPN
hls-10376	150	28	.	.	PUNCT
hls-10376	151	1	a	a	DET
hls-10376	151	2	critical	critical	ADJ
hls-10376	151	3	review	review	NOUN
hls-10376	151	4	of	of	ADP
hls-10376	151	5	interventions	intervention	NOUN
hls-10376	151	6	to	to	PART
hls-10376	151	7	redress	redress	VERB
hls-10376	151	8	the	the	DET
hls-10376	151	9	inequitable	inequitable	ADJ
hls-10376	151	10	distribution	distribution	NOUN
hls-10376	151	11	of	of	ADP
hls-10376	151	12	healthcare	healthcare	NOUN
hls-10376	151	13	professionals	professional	NOUN
hls-10376	151	14	to	to	PART
hls-10376	151	15	rural	rural	ADJ
hls-10376	151	16	and	and	CCONJ
hls-10376	151	17	remote	remote	ADJ
hls-10376	151	18	areas	area	NOUN
hls-10376	151	19	.	.	PUNCT
hls-10376	152	1	rural	rural	ADJ
hls-10376	152	2	remote	remote	ADJ
hls-10376	152	3	health	health	NOUN
hls-10376	152	4	2009;9:1060	2009;9:1060	NOUN
hls-10376	152	5	.	.	PUNCT
hls-10376	153	1	8	8	NUM
hls-10376	153	2	.	.	PUNCT
hls-10376	154	1	humphreys	humphreys	PROPN
hls-10376	154	2	j	j	PROPN
hls-10376	154	3	,	,	PUNCT
hls-10376	154	4	wakerman	wakerman	PROPN
hls-10376	154	5	j	j	PROPN
hls-10376	154	6	,	,	PUNCT
hls-10376	154	7	kuipers	kuiper	NOUN
hls-10376	154	8	p	p	NOUN
hls-10376	154	9	,	,	PUNCT
hls-10376	154	10	et	et	PROPN
hls-10376	154	11	al	al	PROPN
hls-10376	154	12	.	.	PUNCT
hls-10376	154	13	improving	improve	VERB
hls-10376	154	14	workforce	workforce	NOUN
hls-10376	154	15	retention	retention	NOUN
hls-10376	154	16	:	:	PUNCT
hls-10376	154	17	developing	develop	VERB
hls-10376	154	18	an	an	DET
hls-10376	154	19	integrated	integrated	ADJ
hls-10376	154	20	logic	logic	NOUN
hls-10376	154	21	model	model	NOUN
hls-10376	154	22	to	to	PART
hls-10376	154	23	maximise	maximise	VERB
hls-10376	154	24	sustainability	sustainability	NOUN
hls-10376	154	25	of	of	ADP
hls-10376	154	26	small	small	ADJ
hls-10376	154	27	rural	rural	ADJ
hls-10376	154	28	&	&	CCONJ
hls-10376	154	29	remote	remote	ADJ
hls-10376	154	30	health	health	NOUN
hls-10376	154	31	care	care	NOUN
hls-10376	154	32	services	service	NOUN
hls-10376	154	33	.	.	PUNCT
hls-10376	155	1	australian	australian	ADJ
hls-10376	155	2	primary	primary	ADJ
hls-10376	155	3	health	health	NOUN
hls-10376	155	4	care	care	PROPN
hls-10376	155	5	research	research	PROPN
hls-10376	155	6	institute	institute	PROPN
hls-10376	155	7	;	;	PUNCT
hls-10376	155	8	2009	2009	NUM
hls-10376	155	9	.	.	PUNCT
hls-10376	156	1	available	available	ADJ
hls-10376	156	2	from	from	ADP
hls-10376	156	3	:	:	PUNCT
hls-10376	156	4	https://nceph.anu.edu.au/files/full_repo	https://nceph.anu.edu.au/files/full_repo	NOUN
hls-10376	156	5	rt_10797.pdf	rt_10797.pdf	NOUN
hls-10376	156	6	9	9	NUM
hls-10376	156	7	.	.	PUNCT
hls-10376	157	1	armstrong	armstrong	PROPN
hls-10376	157	2	m	m	PROPN
hls-10376	157	3	,	,	PUNCT
hls-10376	157	4	taylor	taylor	PROPN
hls-10376	157	5	s.	s.	PROPN
hls-10376	157	6	resourcing	resourcing	NOUN
hls-10376	157	7	practice	practice	NOUN
hls-10376	157	8	:	:	PUNCT
hls-10376	157	9	retention	retention	NOUN
hls-10376	157	10	planning	planning	NOUN
hls-10376	157	11	.	.	PUNCT
hls-10376	158	1	in	in	ADP
hls-10376	158	2	:	:	PUNCT
hls-10376	158	3	armstrong	armstrong	PROPN
hls-10376	158	4	’s	’s	PROPN
hls-10376	158	5	handbook	handbook	NOUN
hls-10376	158	6	of	of	ADP
hls-10376	158	7	human	human	ADJ
hls-10376	158	8	resource	resource	NOUN
hls-10376	158	9	management	management	NOUN
hls-10376	158	10	practice	practice	NOUN
hls-10376	158	11	.	.	PUNCT
hls-10376	159	1	14th	14th	ADJ
hls-10376	159	2	ed	ed	NOUN
hls-10376	159	3	.	.	PUNCT
hls-10376	159	4	dorset	dorset	PROPN
hls-10376	159	5	press	press	NOUN
hls-10376	159	6	;	;	PUNCT
hls-10376	159	7	2017	2017	NUM
hls-10376	159	8	.	.	PUNCT
hls-10376	160	1	p.252	p.252	NOUN
hls-10376	160	2	-	-	PUNCT
hls-10376	160	3	3	3	NUM
hls-10376	160	4	.	.	NOUN
hls-10376	160	5	10	10	NUM
hls-10376	160	6	.	.	PUNCT
hls-10376	161	1	castro	castro	PROPN
hls-10376	161	2	lopes	lopes	PROPN
hls-10376	161	3	s	s	PART
hls-10376	161	4	,	,	PUNCT
hls-10376	161	5	guerra	guerra	NOUN
hls-10376	161	6	-	-	PUNCT
hls-10376	161	7	arias	arias	PROPN
hls-10376	161	8	m	m	PROPN
hls-10376	161	9	,	,	PUNCT
hls-10376	161	10	buchan	buchan	PROPN
hls-10376	161	11	j	j	PROPN
hls-10376	161	12	,	,	PUNCT
hls-10376	161	13	et	et	PROPN
hls-10376	161	14	al	al	PROPN
hls-10376	161	15	.	.	PUNCT
hls-10376	162	1	a	a	DET
hls-10376	162	2	rapid	rapid	ADJ
hls-10376	162	3	review	review	NOUN
hls-10376	162	4	of	of	ADP
hls-10376	162	5	the	the	DET
hls-10376	162	6	rate	rate	NOUN
hls-10376	162	7	of	of	ADP
hls-10376	162	8	attrition	attrition	NOUN
hls-10376	162	9	from	from	ADP
hls-10376	162	10	the	the	DET
hls-10376	162	11	health	health	NOUN
hls-10376	162	12	workforce	workforce	PROPN
hls-10376	162	13	.	.	PUNCT
hls-10376	163	1	hum	hum	PROPN
hls-10376	163	2	resour	resour	PROPN
hls-10376	163	3	health	health	NOUN
hls-10376	163	4	2017;15:21	2017;15:21	NUM
hls-10376	163	5	.	.	PUNCT
hls-10376	164	1	11	11	NUM
hls-10376	164	2	.	.	X
hls-10376	165	1	kollar	kollar	ADJ
hls-10376	165	2	e	e	NOUN
hls-10376	165	3	,	,	PUNCT
hls-10376	165	4	and	and	CCONJ
hls-10376	165	5	buyx	buyx	NOUN
hls-10376	165	6	a.	a.	NOUN
hls-10376	165	7	ethics	ethic	NOUN
hls-10376	165	8	and	and	CCONJ
hls-10376	165	9	policy	policy	NOUN
hls-10376	165	10	of	of	ADP
hls-10376	165	11	medical	medical	ADJ
hls-10376	165	12	brain	brain	NOUN
hls-10376	165	13	drain	drain	NOUN
hls-10376	165	14	:	:	PUNCT
hls-10376	165	15	a	a	DET
hls-10376	165	16	review	review	NOUN
hls-10376	165	17	.	.	PUNCT
hls-10376	166	1	swiss	swiss	ADJ
hls-10376	166	2	medical	medical	ADJ
hls-10376	166	3	weekly	weekly	ADJ
hls-10376	166	4	2013;143	2013;143	NOUN
hls-10376	166	5	:	:	PUNCT
hls-10376	166	6	w13845	w13845	NOUN
hls-10376	166	7	.	.	PROPN
hls-10376	166	8	12	12	NUM
hls-10376	166	9	.	.	PUNCT
hls-10376	167	1	chen	chen	PROPN
hls-10376	167	2	l.	l.	PROPN
hls-10376	167	3	striking	strike	VERB
hls-10376	167	4	the	the	DET
hls-10376	167	5	right	right	ADJ
hls-10376	167	6	balance	balance	NOUN
hls-10376	167	7	:	:	PUNCT
hls-10376	167	8	health	health	NOUN
hls-10376	167	9	workforce	workforce	NOUN
hls-10376	167	10	retention	retention	NOUN
hls-10376	167	11	in	in	ADP
hls-10376	167	12	remote	remote	ADJ
hls-10376	167	13	and	and	CCONJ
hls-10376	167	14	rural	rural	ADJ
hls-10376	167	15	areas	area	NOUN
hls-10376	167	16	.	.	PUNCT
hls-10376	168	1	bull	bull	PROPN
hls-10376	168	2	world	world	PROPN
hls-10376	168	3	health	health	PROPN
hls-10376	168	4	org	org	NOUN
hls-10376	168	5	2010;88:323	2010;88:323	PROPN
hls-10376	168	6	-	-	SYM
hls-10376	168	7	4	4	NUM
hls-10376	168	8	.	.	NOUN
hls-10376	168	9	13	13	NUM
hls-10376	168	10	.	.	PUNCT
hls-10376	169	1	shemdoe	shemdoe	PROPN
hls-10376	169	2	a	a	PRON
hls-10376	169	3	,	,	PUNCT
hls-10376	169	4	mbaruku	mbaruku	NOUN
hls-10376	169	5	g	g	NOUN
hls-10376	169	6	,	,	PUNCT
hls-10376	169	7	dillip	dillip	VERB
hls-10376	169	8	a	a	PRON
hls-10376	169	9	,	,	PUNCT
hls-10376	169	10	et	et	PROPN
hls-10376	169	11	al	al	PROPN
hls-10376	169	12	.	.	PUNCT
hls-10376	169	13	explaining	explain	VERB
hls-10376	169	14	retention	retention	NOUN
hls-10376	169	15	of	of	ADP
hls-10376	169	16	healthcare	healthcare	NOUN
hls-10376	169	17	workers	worker	NOUN
hls-10376	169	18	in	in	ADP
hls-10376	169	19	tanzania	tanzania	PROPN
hls-10376	169	20	:	:	PUNCT
hls-10376	169	21	moving	move	VERB
hls-10376	169	22	on	on	ADP
hls-10376	169	23	,	,	PUNCT
hls-10376	169	24	coming	come	VERB
hls-10376	169	25	to	to	PART
hls-10376	169	26	‘	'	PUNCT
hls-10376	169	27	look	look	VERB
hls-10376	169	28	,	,	PUNCT
hls-10376	169	29	see	see	VERB
hls-10376	169	30	and	and	CCONJ
hls-10376	169	31	go	go	VERB
hls-10376	169	32	’	'	PUNCT
hls-10376	169	33	,	,	PUNCT
hls-10376	169	34	or	or	CCONJ
hls-10376	169	35	stay	stay	VERB
hls-10376	169	36	?	?	PUNCT
hls-10376	170	1	hum	hum	PROPN
hls-10376	170	2	resour	resour	PROPN
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hls-10376	170	5	.	.	PUNCT
hls-10376	171	1	14	14	NUM
hls-10376	171	2	.	.	PUNCT
hls-10376	172	1	o’sullivan	o’sullivan	PROPN
hls-10376	172	2	bg	bg	PROPN
hls-10376	172	3	,	,	PUNCT
hls-10376	172	4	couper	couper	PROPN
hls-10376	172	5	i	i	PROPN
hls-10376	172	6	,	,	PUNCT
hls-10376	172	7	kumar	kumar	PROPN
hls-10376	172	8	p	p	PROPN
hls-10376	172	9	,	,	PUNCT
hls-10376	172	10	mcgrail	mcgrail	PROPN
hls-10376	172	11	mr	mr	PROPN
hls-10376	172	12	.	.	PROPN
hls-10376	172	13	editorial	editorial	PROPN
hls-10376	172	14	:	:	PUNCT
hls-10376	172	15	effective	effective	ADJ
hls-10376	172	16	strategies	strategy	NOUN
hls-10376	172	17	to	to	PART
hls-10376	172	18	develop	develop	VERB
hls-10376	172	19	rural	rural	ADJ
hls-10376	172	20	health	health	NOUN
hls-10376	172	21	workforce	workforce	NOUN
hls-10376	172	22	in	in	ADP
hls-10376	172	23	lowand	lowand	ADJ
hls-10376	172	24	middle	middle	ADJ
hls-10376	172	25	-	-	PUNCT
hls-10376	172	26	income	income	NOUN
hls-10376	172	27	countries	country	NOUN
hls-10376	172	28	(	(	PUNCT
hls-10376	172	29	lmics	lmic	NOUN
hls-10376	172	30	)	)	PUNCT
hls-10376	172	31	.	.	PUNCT
hls-10376	173	1	front	front	ADJ
hls-10376	173	2	public	public	ADJ
hls-10376	173	3	health	health	NOUN
hls-10376	173	4	2021;9:702362	2021;9:702362	VERB
hls-10376	173	5	.	.	PUNCT
hls-10376	174	1	15	15	NUM
hls-10376	174	2	.	.	PUNCT
hls-10376	174	3	world	world	PROPN
hls-10376	174	4	health	health	PROPN
hls-10376	174	5	organisation	organisation	NOUN
hls-10376	174	6	.	.	PUNCT
hls-10376	175	1	national	national	PROPN
hls-10376	175	2	health	health	PROPN
hls-10376	175	3	workforce	workforce	PROPN
hls-10376	175	4	accounts	account	VERB
hls-10376	175	5	:	:	PUNCT
hls-10376	175	6	a	a	DET
hls-10376	175	7	handbook	handbook	NOUN
hls-10376	175	8	.	.	PUNCT
hls-10376	176	1	geneva	geneva	PROPN
hls-10376	176	2	.	.	PUNCT
hls-10376	177	1	2017	2017	NUM
hls-10376	177	2	.	.	PUNCT
hls-10376	178	1	https://apps.who.int/iris/bitstream/handle/10665/259360/9789241513111eng.pdf	https://apps.who.int/iris/bitstream/handle/10665/259360/9789241513111eng.pdf	PROPN
hls-10376	178	2	16	16	NUM
hls-10376	178	3	.	.	PUNCT
hls-10376	179	1	world	world	PROPN
hls-10376	179	2	health	health	PROPN
hls-10376	179	3	statistics	statistic	NOUN
hls-10376	179	4	2021	2021	NUM
hls-10376	179	5	:	:	PUNCT
hls-10376	179	6	monitoring	monitor	VERB
hls-10376	179	7	health	health	NOUN
hls-10376	179	8	for	for	ADP
hls-10376	179	9	the	the	DET
hls-10376	179	10	sdgs	sdgs	ADJ
hls-10376	179	11	,	,	PUNCT
hls-10376	179	12	sustainable	sustainable	ADJ
hls-10376	179	13	development	development	NOUN
hls-10376	179	14	goals	goal	NOUN
hls-10376	179	15	.	.	PUNCT
hls-10376	180	1	geneva	geneva	PROPN
hls-10376	180	2	:	:	PUNCT
hls-10376	180	3	world	world	PROPN
hls-10376	180	4	health	health	NOUN
hls-10376	180	5	organization	organization	NOUN
hls-10376	180	6	;	;	PUNCT
hls-10376	180	7	2021	2021	NUM
hls-10376	180	8	.	.	PUNCT
hls-10376	181	1	available	available	ADJ
hls-10376	181	2	from	from	ADP
hls-10376	181	3	:	:	PUNCT
hls-10376	181	4	https://apps.who.int/iris/bitstream/handle/10665/342703/9789240027053eng.pdf	https://apps.who.int/iris/bitstream/handle/10665/342703/9789240027053eng.pdf	NOUN
hls-10376	181	5	17	17	NUM
hls-10376	181	6	.	.	PUNCT
hls-10376	182	1	russell	russell	PROPN
hls-10376	182	2	d	d	PROPN
hls-10376	182	3	,	,	PUNCT
hls-10376	182	4	humphreys	humphreys	PROPN
hls-10376	182	5	j	j	PROPN
hls-10376	182	6	,	,	PUNCT
hls-10376	182	7	wakerman	wakerman	NOUN
hls-10376	182	8	j.	j.	PROPN
hls-10376	182	9	how	how	SCONJ
hls-10376	182	10	best	good	ADJ
hls-10376	182	11	to	to	PART
hls-10376	182	12	measure	measure	VERB
hls-10376	182	13	health	health	NOUN
hls-10376	182	14	workforce	workforce	NOUN
hls-10376	182	15	turnover	turnover	NOUN
hls-10376	182	16	and	and	CCONJ
hls-10376	182	17	retention	retention	NOUN
hls-10376	182	18	:	:	PUNCT
hls-10376	182	19	five	five	NUM
hls-10376	182	20	key	key	ADJ
hls-10376	182	21	metrics	metric	NOUN
hls-10376	182	22	.	.	PUNCT
hls-10376	183	1	aust	aust	PROPN
hls-10376	183	2	health	health	PROPN
hls-10376	183	3	rev	rev	VERB
hls-10376	183	4	2012;36:290	2012;36:290	NUM
hls-10376	183	5	-	-	SYM
hls-10376	183	6	5	5	NUM
hls-10376	183	7	18	18	NUM
hls-10376	183	8	.	.	PUNCT
hls-10376	184	1	gupta	gupta	PROPN
hls-10376	184	2	j	j	PROPN
hls-10376	184	3	,	,	PUNCT
hls-10376	184	4	patwa	patwa	PROPN
hls-10376	184	5	mc	mc	PROPN
hls-10376	184	6	,	,	PUNCT
hls-10376	184	7	khuu	khuu	NOUN
hls-10376	184	8	a	a	PRON
hls-10376	184	9	,	,	PUNCT
hls-10376	184	10	creanga	creanga	NOUN
hls-10376	184	11	aa	aa	NOUN
hls-10376	184	12	.	.	PUNCT
hls-10376	185	1	approaches	approach	NOUN
hls-10376	185	2	to	to	PART
hls-10376	185	3	motivate	motivate	VERB
hls-10376	185	4	physicians	physician	NOUN
hls-10376	185	5	and	and	CCONJ
hls-10376	185	6	nurses	nurse	NOUN
hls-10376	185	7	in	in	ADP
hls-10376	185	8	lowand	lowand	ADJ
hls-10376	185	9	middle	middle	ADJ
hls-10376	185	10	-	-	PUNCT
hls-10376	185	11	income	income	NOUN
hls-10376	185	12	countries	country	NOUN
hls-10376	185	13	:	:	PUNCT
hls-10376	185	14	a	a	DET
hls-10376	185	15	systematic	systematic	ADJ
hls-10376	185	16	literature	literature	PROPN
hls-10376	185	17	review	review	PROPN
hls-10376	185	18	.	.	PUNCT
hls-10376	186	1	hum	hum	PROPN
hls-10376	186	2	resour	resour	PROPN
hls-10376	186	3	health	health	PROPN
hls-10376	186	4	2021;19:4	2021;19:4	PROPN
hls-10376	186	5	.	.	PUNCT
hls-10376	187	1	19	19	NUM
hls-10376	187	2	.	.	PUNCT
hls-10376	188	1	russell	russell	PROPN
hls-10376	188	2	d	d	PROPN
hls-10376	188	3	,	,	PUNCT
hls-10376	188	4	wakerman	wakerman	PROPN
hls-10376	188	5	j	j	PROPN
hls-10376	188	6	,	,	PUNCT
hls-10376	188	7	and	and	CCONJ
hls-10376	188	8	humphreys	humphreys	PROPN
hls-10376	188	9	j.	j.	PROPN
hls-10376	188	10	what	what	PRON
hls-10376	188	11	is	be	AUX
hls-10376	188	12	a	a	DET
hls-10376	188	13	reasonable	reasonable	ADJ
hls-10376	188	14	length	length	NOUN
hls-10376	188	15	of	of	ADP
hls-10376	188	16	employment	employment	NOUN
hls-10376	188	17	for	for	ADP
hls-10376	188	18	health	health	NOUN
hls-10376	188	19	workers	worker	NOUN
hls-10376	188	20	in	in	ADP
hls-10376	188	21	australian	australian	ADJ
hls-10376	188	22	rural	rural	ADJ
hls-10376	188	23	and	and	CCONJ
hls-10376	188	24	remote	remote	ADJ
hls-10376	188	25	primary	primary	ADJ
hls-10376	188	26	healthcare	healthcare	PROPN
hls-10376	188	27	services	service	NOUN
hls-10376	188	28	?	?	PUNCT
hls-10376	189	1	aust	aust	PROPN
hls-10376	189	2	health	health	PROPN
hls-10376	189	3	rev	rev	PROPN
hls-10376	189	4	2013:37;256	2013:37;256	NUM
hls-10376	189	5	-	-	SYM
hls-10376	189	6	61	61	NUM
hls-10376	189	7	.	.	PUNCT
hls-10376	190	1	20	20	NUM
hls-10376	190	2	.	.	PUNCT
hls-10376	191	1	ellard	ellard	NOUN
hls-10376	191	2	d	d	NOUN
hls-10376	191	3	,	,	PUNCT
hls-10376	191	4	simkiss	simkiss	ADJ
hls-10376	191	5	d	d	PROPN
hls-10376	191	6	,	,	PUNCT
hls-10376	191	7	quenby	quenby	PROPN
hls-10376	191	8	s	s	PROPN
hls-10376	191	9	,	,	PUNCT
hls-10376	191	10	et	et	PROPN
hls-10376	191	11	al	al	PROPN
hls-10376	191	12	.	.	PUNCT
hls-10376	192	1	the	the	DET
hls-10376	192	2	impact	impact	NOUN
hls-10376	192	3	of	of	ADP
hls-10376	192	4	training	train	VERB
hls-10376	192	5	non	non	ADJ
hls-10376	192	6	-	-	ADJ
hls-10376	192	7	physician	physician	ADJ
hls-10376	192	8	clinicians	clinician	NOUN
hls-10376	192	9	in	in	ADP
hls-10376	192	10	malawi	malawi	PROPN
hls-10376	192	11	on	on	ADP
hls-10376	192	12	maternal	maternal	ADJ
hls-10376	192	13	and	and	CCONJ
hls-10376	192	14	perinatal	perinatal	ADJ
hls-10376	192	15	mortality	mortality	NOUN
hls-10376	192	16	:	:	PUNCT
hls-10376	192	17	a	a	DET
hls-10376	192	18	cluster	cluster	NOUN
hls-10376	192	19	randomised	randomise	VERB
hls-10376	192	20	controlled	control	VERB
hls-10376	192	21	evaluation	evaluation	NOUN
hls-10376	192	22	of	of	ADP
hls-10376	192	23	the	the	DET
hls-10376	192	24	enhancing	enhance	VERB
hls-10376	192	25	training	training	NOUN
hls-10376	192	26	and	and	CCONJ
hls-10376	192	27	appropriate	appropriate	ADJ
hls-10376	192	28	technologies	technology	NOUN
hls-10376	192	29	for	for	ADP
hls-10376	192	30	mothers	mother	NOUN
hls-10376	192	31	and	and	CCONJ
hls-10376	192	32	babies	baby	NOUN
hls-10376	192	33	in	in	ADP
hls-10376	192	34	africa	africa	PROPN
hls-10376	192	35	(	(	PUNCT
hls-10376	192	36	etatmba	etatmba	NOUN
hls-10376	192	37	)	)	PUNCT
hls-10376	192	38	project	project	NOUN
hls-10376	192	39	.	.	PUNCT
hls-10376	193	1	bmc	bmc	ADJ
hls-10376	193	2	pregnancy	pregnancy	NOUN
hls-10376	193	3	childbirth	childbirth	NOUN
hls-10376	193	4	2012:12;1	2012:12;1	NOUN
hls-10376	193	5	.	.	PUNCT
hls-10376	194	1	21	21	NUM
hls-10376	194	2	.	.	PUNCT
hls-10376	195	1	ellard	ellard	PROPN
hls-10376	195	2	d	d	PROPN
hls-10376	195	3	,	,	PUNCT
hls-10376	195	4	shemdoe	shemdoe	ADP
hls-10376	195	5	a	a	PRON
hls-10376	195	6	,	,	PUNCT
hls-10376	195	7	mazuguni	mazuguni	PROPN
hls-10376	195	8	f	f	X
hls-10376	195	9	,	,	PUNCT
hls-10376	195	10	et	et	PROPN
hls-10376	195	11	al	al	PROPN
hls-10376	195	12	.	.	PROPN
hls-10376	196	1	can	can	AUX
hls-10376	196	2	training	train	VERB
hls-10376	196	3	non	non	ADJ
hls-10376	196	4	-	-	ADJ
hls-10376	196	5	physician	physician	ADJ
hls-10376	196	6	clinicians	clinician	NOUN
hls-10376	196	7	/	/	SYM
hls-10376	196	8	associate	associate	ADJ
hls-10376	196	9	clinicians	clinician	NOUN
hls-10376	196	10	(	(	PUNCT
hls-10376	196	11	npcs	npc	NOUN
hls-10376	196	12	/	/	SYM
hls-10376	196	13	acs	acs	PROPN
hls-10376	196	14	)	)	PUNCT
hls-10376	196	15	in	in	ADP
hls-10376	196	16	emergency	emergency	NOUN
hls-10376	196	17	obstetric	obstetric	NOUN
hls-10376	196	18	,	,	PUNCT
hls-10376	196	19	neonatal	neonatal	ADJ
hls-10376	196	20	care	care	NOUN
hls-10376	196	21	and	and	CCONJ
hls-10376	196	22	clinical	clinical	ADJ
hls-10376	196	23	leadership	leadership	NOUN
hls-10376	196	24	make	make	VERB
hls-10376	196	25	a	a	DET
hls-10376	196	26	difference	difference	NOUN
hls-10376	196	27	to	to	PART
hls-10376	196	28	practice	practice	VERB
hls-10376	196	29	and	and	CCONJ
hls-10376	196	30	help	help	VERB
hls-10376	196	31	towards	towards	ADP
hls-10376	196	32	reductions	reduction	NOUN
hls-10376	196	33	in	in	ADP
hls-10376	196	34	maternal	maternal	ADJ
hls-10376	196	35	and	and	CCONJ
hls-10376	196	36	neonatal	neonatal	ADJ
hls-10376	196	37	mortality	mortality	NOUN
hls-10376	196	38	in	in	ADP
hls-10376	196	39	rural	rural	ADJ
hls-10376	196	40	tanzania	tanzania	PROPN
hls-10376	196	41	?	?	PUNCT
hls-10376	197	1	the	the	DET
hls-10376	197	2	etatmba	etatmba	NOUN
hls-10376	197	3	project	project	NOUN
hls-10376	197	4	.	.	PUNCT
hls-10376	198	1	bmj	bmj	PROPN
hls-10376	198	2	open	open	ADJ
hls-10376	198	3	2016;6	2016;6	NOUN
hls-10376	198	4	:	:	PUNCT
hls-10376	198	5	e008999	e008999	NOUN
hls-10376	198	6	.	.	PUNCT
hls-10376	199	1	22	22	NUM
hls-10376	199	2	.	.	PUNCT
hls-10376	200	1	cometto	cometto	PROPN
hls-10376	200	2	g	g	PROPN
hls-10376	200	3	,	,	PUNCT
hls-10376	200	4	tulenko	tulenko	PROPN
hls-10376	200	5	k	k	NOUN
hls-10376	200	6	,	,	PUNCT
hls-10376	200	7	muula	muula	ADJ
hls-10376	200	8	as	as	ADP
hls-10376	200	9	,	,	PUNCT
hls-10376	200	10	krech	krech	PROPN
hls-10376	200	11	r.	r.	PROPN
hls-10376	200	12	health	health	PROPN
hls-10376	200	13	workforce	workforce	PROPN
hls-10376	200	14	brain	brain	NOUN
hls-10376	200	15	drain	drain	PROPN
hls-10376	200	16	:	:	PUNCT
hls-10376	200	17	from	from	ADP
hls-10376	200	18	denouncing	denounce	VERB
hls-10376	200	19	the	the	DET
hls-10376	200	20	challenge	challenge	NOUN
hls-10376	200	21	to	to	ADP
hls-10376	200	22	solving	solve	VERB
hls-10376	200	23	the	the	DET
hls-10376	200	24	problem	problem	NOUN
hls-10376	200	25	.	.	PUNCT
hls-10376	201	1	plos	plos	PROPN
hls-10376	201	2	medicine	medicine	PROPN
hls-10376	201	3	2013;10:9	2013;10:9	NUM
hls-10376	201	4	.	.	PUNCT
hls-10376	202	1	23	23	NUM
hls-10376	202	2	.	.	X
hls-10376	203	1	deressa	deressa	PROPN
hls-10376	203	2	w	w	PROPN
hls-10376	203	3	,	,	PUNCT
hls-10376	203	4	azazh	azazh	VERB
hls-10376	203	5	a.	a.	NOUN
hls-10376	203	6	attitudes	attitude	NOUN
hls-10376	203	7	of	of	ADP
hls-10376	203	8	undergraduate	undergraduate	ADJ
hls-10376	203	9	medical	medical	ADJ
hls-10376	203	10	students	student	NOUN
hls-10376	203	11	of	of	ADP
hls-10376	203	12	addis	addis	PROPN
hls-10376	203	13	ababa	ababa	PROPN
hls-10376	203	14	university	university	PROPN
hls-10376	203	15	towards	towards	ADP
hls-10376	203	16	medical	medical	ADJ
hls-10376	203	17	practice	practice	NOUN
hls-10376	203	18	and	and	CCONJ
hls-10376	203	19	migration	migration	NOUN
hls-10376	203	20	,	,	PUNCT
hls-10376	203	21	ethiopia	ethiopia	PROPN
hls-10376	203	22	.	.	PUNCT
hls-10376	204	1	bmc	bmc	PROPN
hls-10376	204	2	medical	medical	ADJ
hls-10376	204	3	education	education	PROPN
hls-10376	204	4	2012;12:1	2012;12:1	NOUN
hls-10376	204	5	.	.	PROPN
hls-10376	204	6	24	24	NUM
hls-10376	204	7	.	.	PUNCT
hls-10376	205	1	karan	karan	PROPN
hls-10376	205	2	a	a	PROPN
hls-10376	205	3	,	,	PUNCT
hls-10376	205	4	deugarte	deugarte	ADJ
hls-10376	205	5	d	d	NOUN
hls-10376	205	6	,	,	PUNCT
hls-10376	205	7	barry	barry	PROPN
hls-10376	205	8	m.	m.	PROPN
hls-10376	205	9	medical	medical	ADJ
hls-10376	205	10	“	"	PUNCT
hls-10376	205	11	brain	brain	NOUN
hls-10376	205	12	drain	drain	NOUN
hls-10376	205	13	”	"	PUNCT
hls-10376	205	14	and	and	CCONJ
hls-10376	205	15	health	health	NOUN
hls-10376	205	16	care	care	NOUN
hls-10376	205	17	worker	worker	NOUN
hls-10376	205	18	shortages	shortage	NOUN
hls-10376	205	19	:	:	PUNCT
hls-10376	205	20	how	how	SCONJ
hls-10376	205	21	should	should	AUX
hls-10376	205	22	international	international	ADJ
hls-10376	205	23	training	training	NOUN
hls-10376	205	24	programs	program	NOUN
hls-10376	205	25	respond	respond	VERB
hls-10376	205	26	?	?	PUNCT
hls-10376	206	1	ama	ama	PROPN
hls-10376	206	2	journal	journal	PROPN
hls-10376	206	3	of	of	ADP
hls-10376	206	4	ethics	ethic	NOUN
hls-10376	206	5	2016;18:1:665–75	2016;18:1:665–75	NUM
hls-10376	206	6	.	.	PROPN
hls-10376	206	7	25	25	NUM
hls-10376	206	8	.	.	PUNCT
hls-10376	207	1	labonté	labonté	PROPN
hls-10376	207	2	r	r	PROPN
hls-10376	207	3	,	,	PUNCT
hls-10376	207	4	sanders	sanders	PROPN
hls-10376	207	5	d	d	PROPN
hls-10376	207	6	,	,	PUNCT
hls-10376	207	7	mathole	mathole	ADJ
hls-10376	207	8	t	t	PROPN
hls-10376	207	9	,	,	PUNCT
hls-10376	207	10	et	et	PROPN
hls-10376	207	11	al	al	PROPN
hls-10376	207	12	.	.	PROPN
hls-10376	207	13	health	health	NOUN
hls-10376	207	14	worker	worker	NOUN
hls-10376	207	15	migration	migration	NOUN
hls-10376	207	16	from	from	ADP
hls-10376	207	17	south	south	PROPN
hls-10376	207	18	africa	africa	PROPN
hls-10376	207	19	:	:	PUNCT
hls-10376	207	20	causes	cause	NOUN
hls-10376	207	21	,	,	PUNCT
hls-10376	207	22	consequences	consequence	NOUN
hls-10376	207	23	and	and	CCONJ
hls-10376	207	24	policy	policy	NOUN
hls-10376	207	25	responses	response	NOUN
hls-10376	207	26	.	.	PUNCT
hls-10376	208	1	hum	hum	PROPN
hls-10376	208	2	resour	resour	PROPN
hls-10376	208	3	health	health	NOUN
hls-10376	208	4	2	2	NUM
hls-10376	208	5	0	0	NUM
hls-10376	208	6	1	1	NUM
hls-10376	208	7	5	5	NUM
hls-10376	208	8	;	;	PUNCT
hls-10376	208	9	1	1	NUM
hls-10376	208	10	3	3	NUM
hls-10376	208	11	:	:	SYM
hls-10376	208	12	9	9	NUM
hls-10376	208	13	2	2	NUM
hls-10376	208	14	.	.	PUNCT
hls-10376	209	1	https://doi.org/10.1186/s12960-0150093-4	https://doi.org/10.1186/s12960-0150093-4	NOUN
hls-10376	209	2	.	.	PUNCT
hls-10376	210	1	26	26	NUM
hls-10376	210	2	.	.	PUNCT
hls-10376	211	1	mandeville	mandeville	PROPN
hls-10376	211	2	k	k	PROPN
hls-10376	211	3	,	,	PUNCT
hls-10376	211	4	ulaya	ulaya	NOUN
hls-10376	211	5	g	g	PROPN
hls-10376	211	6	,	,	PUNCT
hls-10376	211	7	lagarde	lagarde	PROPN
hls-10376	211	8	m	m	PROPN
hls-10376	211	9	,	,	PUNCT
hls-10376	211	10	et	et	PROPN
hls-10376	211	11	al	al	PROPN
hls-10376	211	12	.	.	PUNCT
hls-10376	212	1	early	early	ADJ
hls-10376	212	2	career	career	NOUN
hls-10376	212	3	retention	retention	NOUN
hls-10376	212	4	of	of	ADP
hls-10376	212	5	malawian	malawian	ADJ
hls-10376	212	6	medical	medical	ADJ
hls-10376	212	7	graduates	graduate	NOUN
hls-10376	212	8	:	:	PUNCT
hls-10376	212	9	a	a	DET
hls-10376	212	10	retrospective	retrospective	ADJ
hls-10376	212	11	cohort	cohort	NOUN
hls-10376	212	12	study	study	NOUN
hls-10376	212	13	.	.	PUNCT
hls-10376	213	1	trop	trop	X
hls-10376	213	2	.	.	PUNCT
hls-10376	213	3	med	med	PROPN
hls-10376	213	4	.	.	PUNCT
hls-10376	213	5	int	int	PROPN
hls-10376	213	6	.	.	PUNCT
hls-10376	214	1	health	health	PROPN
hls-10376	214	2	2015;20:106	2015;20:106	PROPN
hls-10376	214	3	-	-	PUNCT
hls-10376	214	4	14	14	NUM
hls-10376	214	5	.	.	PUNCT
hls-10376	215	1	27	27	NUM
hls-10376	215	2	.	.	PUNCT
hls-10376	216	1	poppe	poppe	PROPN
hls-10376	216	2	a	a	PRON
hls-10376	216	3	,	,	PUNCT
hls-10376	216	4	jirovsky	jirovsky	PROPN
hls-10376	216	5	e	e	PROPN
hls-10376	216	6	,	,	PUNCT
hls-10376	216	7	blacklock	blacklock	NOUN
hls-10376	216	8	c	c	PROPN
hls-10376	216	9	,	,	PUNCT
hls-10376	216	10	et	et	PROPN
hls-10376	216	11	al	al	PROPN
hls-10376	216	12	.	.	PUNCT
hls-10376	217	1	why	why	SCONJ
hls-10376	217	2	sub	sub	ADJ
hls-10376	217	3	-	-	ADJ
hls-10376	217	4	saharan	saharan	ADJ
hls-10376	217	5	african	african	ADJ
hls-10376	217	6	health	health	NOUN
hls-10376	217	7	workers	worker	NOUN
hls-10376	217	8	migrate	migrate	VERB
hls-10376	217	9	to	to	ADP
hls-10376	217	10	european	european	ADJ
hls-10376	217	11	countries	country	NOUN
hls-10376	217	12	that	that	PRON
hls-10376	217	13	do	do	AUX
hls-10376	217	14	not	not	PART
hls-10376	217	15	actively	actively	ADV
hls-10376	217	16	recruit	recruit	VERB
hls-10376	217	17	:	:	PUNCT
hls-10376	217	18	a	a	DET
hls-10376	217	19	qualitative	qualitative	ADJ
hls-10376	217	20	study	study	NOUN
hls-10376	217	21	post	post	NOUN
hls-10376	217	22	-	-	NOUN
hls-10376	217	23	migration	migration	NOUN
hls-10376	217	24	.	.	PUNCT
hls-10376	218	1	glob	glob	PROPN
hls-10376	218	2	health	health	PROPN
hls-10376	218	3	action	action	NOUN
hls-10376	218	4	2014;7:24071	2014;7:24071	NOUN
hls-10376	218	5	.	.	PUNCT
hls-10376	219	1	28	28	NUM
hls-10376	219	2	.	.	PUNCT
hls-10376	219	3	sirili	sirili	PROPN
hls-10376	219	4	n	n	CCONJ
hls-10376	219	5	,	,	PUNCT
hls-10376	219	6	and	and	CCONJ
hls-10376	219	7	simba	simba	PROPN
hls-10376	219	8	d.	d.	PROPN
hls-10376	219	9	understanding	understand	VERB
hls-10376	219	10	the	the	DET
hls-10376	219	11	rural	rural	ADJ
hls-10376	219	12	–	–	PUNCT
hls-10376	219	13	rural	rural	ADJ
hls-10376	219	14	migration	migration	NOUN
hls-10376	219	15	of	of	ADP
hls-10376	219	16	health	health	NOUN
hls-10376	219	17	workers	worker	NOUN
hls-10376	219	18	in	in	ADP
hls-10376	219	19	two	two	NUM
hls-10376	219	20	selected	select	VERB
hls-10376	219	21	districts	district	NOUN
hls-10376	219	22	of	of	ADP
hls-10376	219	23	tanzania	tanzania	PROPN
hls-10376	219	24	.	.	PUNCT
hls-10376	220	1	adv	adv	PROPN
hls-10376	220	2	public	public	ADJ
hls-10376	220	3	health	health	NOUN
hls-10376	220	4	2020;4910791	2020;4910791	NOUN
hls-10376	220	5	.	.	PROPN
hls-10376	221	1	29	29	NUM
hls-10376	221	2	.	.	PUNCT
hls-10376	222	1	campbell	campbell	PROPN
hls-10376	222	2	j	j	PROPN
hls-10376	222	3	,	,	PUNCT
hls-10376	222	4	buchan	buchan	PROPN
hls-10376	222	5	j	j	PROPN
hls-10376	222	6	,	,	PUNCT
hls-10376	222	7	cometto	cometto	ADJ
hls-10376	222	8	g	g	PROPN
hls-10376	222	9	,	,	PUNCT
hls-10376	222	10	et	et	PROPN
hls-10376	222	11	al	al	PROPN
hls-10376	222	12	.	.	PUNCT
hls-10376	223	1	human	human	ADJ
hls-10376	223	2	resources	resource	NOUN
hls-10376	223	3	for	for	ADP
hls-10376	223	4	health	health	NOUN
hls-10376	223	5	and	and	CCONJ
hls-10376	223	6	universal	universal	ADJ
hls-10376	223	7	health	health	NOUN
hls-10376	223	8	coverage	coverage	NOUN
hls-10376	223	9	:	:	PUNCT
hls-10376	223	10	fostering	foster	VERB
hls-10376	223	11	equity	equity	NOUN
hls-10376	223	12	and	and	CCONJ
hls-10376	223	13	effective	effective	ADJ
hls-10376	223	14	coverage	coverage	NOUN
hls-10376	223	15	.	.	PUNCT
hls-10376	224	1	bulletin	bulletin	NOUN
hls-10376	224	2	of	of	ADP
hls-10376	224	3	the	the	DET
hls-10376	224	4	world	world	NOUN
hls-10376	224	5	health	health	NOUN
hls-10376	224	6	organisation	organisation	NOUN
hls-10376	224	7	2013;91:11	2013;91:11	NUM
hls-10376	224	8	.	.	PUNCT
hls-10376	225	1	30	30	NUM
hls-10376	225	2	.	.	PUNCT
hls-10376	226	1	paina	paina	PROPN
hls-10376	226	2	l	l	PROPN
hls-10376	226	3	,	,	PUNCT
hls-10376	226	4	bennett	bennett	PROPN
hls-10376	226	5	s	s	PROPN
hls-10376	226	6	,	,	PUNCT
hls-10376	226	7	ssengooba	ssengooba	PROPN
hls-10376	226	8	f	f	PROPN
hls-10376	226	9	,	,	PUNCT
hls-10376	226	10	peters	peters	PROPN
hls-10376	226	11	d.	d.	PROPN
hls-10376	226	12	advancing	advance	VERB
hls-10376	226	13	the	the	DET
hls-10376	226	14	application	application	NOUN
hls-10376	226	15	of	of	ADP
hls-10376	226	16	systems	system	NOUN
hls-10376	226	17	thinking	think	VERB
hls-10376	226	18	in	in	ADP
hls-10376	226	19	health	health	NOUN
hls-10376	226	20	:	:	PUNCT
hls-10376	226	21	exploring	explore	VERB
hls-10376	226	22	dual	dual	ADJ
hls-10376	226	23	practice	practice	NOUN
hls-10376	226	24	and	and	CCONJ
hls-10376	226	25	its	its	PRON
hls-10376	226	26	management	management	NOUN
hls-10376	226	27	in	in	ADP
hls-10376	226	28	kampala	kampala	PROPN
hls-10376	226	29	,	,	PUNCT
hls-10376	226	30	uganda	uganda	PROPN
hls-10376	226	31	.	.	PUNCT
hls-10376	227	1	health	health	NOUN
hls-10376	227	2	res	re	NOUN
hls-10376	227	3	policy	policy	NOUN
hls-10376	227	4	and	and	CCONJ
hls-10376	227	5	syst	syst	PROPN
hls-10376	227	6	2014;12:41	2014;12:41	NUM
hls-10376	227	7	.	.	PUNCT
hls-10376	228	1	article	article	PROPN
hls-10376	228	2	non	non	PROPN
hls-10376	228	3	commercial	commercial	ADJ
hls-10376	228	4	use	use	VERB
hls-10376	228	5	only	only	ADV