id	sid	tid	token	lemma	pos
ajlm-948	1	1	abstract	abstract	ADJ
ajlm-948	1	2	introduction	introduction	NOUN
ajlm-948	1	3	methods	method	NOUN
ajlm-948	1	4	discussion	discussion	NOUN
ajlm-948	1	5	acknowledgements	acknowledgement	NOUN
ajlm-948	1	6	references	reference	NOUN
ajlm-948	1	7	about	about	ADP
ajlm-948	1	8	the	the	DET
ajlm-948	1	9	author(s	author(s	NOUN
ajlm-948	1	10	)	)	PUNCT
ajlm-948	1	11	naseem	naseem	PROPN
ajlm-948	1	12	cassim	cassim	PROPN
ajlm-948	1	13	national	national	PROPN
ajlm-948	1	14	health	health	PROPN
ajlm-948	1	15	laboratory	laboratory	PROPN
ajlm-948	1	16	service	service	NOUN
ajlm-948	1	17	(	(	PUNCT
ajlm-948	1	18	nhls	nhls	PROPN
ajlm-948	1	19	)	)	PUNCT
ajlm-948	1	20	,	,	PUNCT
ajlm-948	1	21	johannesburg	johannesburg	PROPN
ajlm-948	1	22	,	,	PUNCT
ajlm-948	1	23	south	south	PROPN
ajlm-948	1	24	africa	africa	PROPN
ajlm-948	1	25	department	department	PROPN
ajlm-948	1	26	of	of	ADP
ajlm-948	1	27	molecular	molecular	ADJ
ajlm-948	1	28	medicine	medicine	NOUN
ajlm-948	1	29	and	and	CCONJ
ajlm-948	1	30	haematology	haematology	NOUN
ajlm-948	1	31	,	,	PUNCT
ajlm-948	1	32	faculty	faculty	NOUN
ajlm-948	1	33	of	of	ADP
ajlm-948	1	34	health	health	NOUN
ajlm-948	1	35	sciences	sciences	PROPN
ajlm-948	1	36	,	,	PUNCT
ajlm-948	1	37	university	university	NOUN
ajlm-948	1	38	of	of	ADP
ajlm-948	1	39	the	the	DET
ajlm-948	1	40	witwatersrand	witwatersrand	NOUN
ajlm-948	1	41	,	,	PUNCT
ajlm-948	1	42	johannesburg	johannesburg	PROPN
ajlm-948	1	43	,	,	PUNCT
ajlm-948	1	44	south	south	PROPN
ajlm-948	1	45	africa	africa	PROPN
ajlm-948	1	46	lindi	lindi	PROPN
ajlm-948	1	47	m.	m.	PROPN
ajlm-948	1	48	coetzee	coetzee	PROPN
ajlm-948	1	49	national	national	PROPN
ajlm-948	1	50	health	health	PROPN
ajlm-948	1	51	laboratory	laboratory	PROPN
ajlm-948	1	52	service	service	NOUN
ajlm-948	1	53	(	(	PUNCT
ajlm-948	1	54	nhls	nhls	PROPN
ajlm-948	1	55	)	)	PUNCT
ajlm-948	1	56	,	,	PUNCT
ajlm-948	1	57	johannesburg	johannesburg	PROPN
ajlm-948	1	58	,	,	PUNCT
ajlm-948	1	59	south	south	PROPN
ajlm-948	1	60	africa	africa	PROPN
ajlm-948	1	61	department	department	PROPN
ajlm-948	1	62	of	of	ADP
ajlm-948	1	63	molecular	molecular	ADJ
ajlm-948	1	64	medicine	medicine	NOUN
ajlm-948	1	65	and	and	CCONJ
ajlm-948	1	66	haematology	haematology	NOUN
ajlm-948	1	67	,	,	PUNCT
ajlm-948	1	68	faculty	faculty	NOUN
ajlm-948	1	69	of	of	ADP
ajlm-948	1	70	health	health	NOUN
ajlm-948	1	71	sciences	sciences	PROPN
ajlm-948	1	72	,	,	PUNCT
ajlm-948	1	73	university	university	NOUN
ajlm-948	1	74	of	of	ADP
ajlm-948	1	75	the	the	DET
ajlm-948	1	76	witwatersrand	witwatersrand	NOUN
ajlm-948	1	77	,	,	PUNCT
ajlm-948	1	78	johannesburg	johannesburg	PROPN
ajlm-948	1	79	,	,	PUNCT
ajlm-948	1	80	south	south	PROPN
ajlm-948	1	81	africa	africa	PROPN
ajlm-948	1	82	manfred	manfred	PROPN
ajlm-948	1	83	e.e	e.e	PROPN
ajlm-948	1	84	.	.	PROPN
ajlm-948	2	1	tepper	tepper	PROPN
ajlm-948	2	2	national	national	PROPN
ajlm-948	2	3	health	health	PROPN
ajlm-948	2	4	laboratory	laboratory	PROPN
ajlm-948	2	5	service	service	NOUN
ajlm-948	2	6	(	(	PUNCT
ajlm-948	2	7	nhls	nhls	PROPN
ajlm-948	2	8	)	)	PUNCT
ajlm-948	2	9	,	,	PUNCT
ajlm-948	2	10	johannesburg	johannesburg	PROPN
ajlm-948	2	11	,	,	PUNCT
ajlm-948	2	12	south	south	PROPN
ajlm-948	2	13	africa	africa	PROPN
ajlm-948	2	14	louella	louella	PROPN
ajlm-948	2	15	perelson	perelson	PROPN
ajlm-948	2	16	national	national	PROPN
ajlm-948	2	17	health	health	PROPN
ajlm-948	2	18	laboratory	laboratory	PROPN
ajlm-948	2	19	service	service	NOUN
ajlm-948	2	20	(	(	PUNCT
ajlm-948	2	21	nhls	nhls	PROPN
ajlm-948	2	22	)	)	PUNCT
ajlm-948	2	23	,	,	PUNCT
ajlm-948	2	24	johannesburg	johannesburg	PROPN
ajlm-948	2	25	,	,	PUNCT
ajlm-948	2	26	south	south	PROPN
ajlm-948	2	27	africa	africa	PROPN
ajlm-948	2	28	deborah	deborah	PROPN
ajlm-948	2	29	k.	k.	PROPN
ajlm-948	2	30	glencross	glencross	PROPN
ajlm-948	2	31	national	national	PROPN
ajlm-948	2	32	health	health	PROPN
ajlm-948	2	33	laboratory	laboratory	PROPN
ajlm-948	2	34	service	service	NOUN
ajlm-948	2	35	(	(	PUNCT
ajlm-948	2	36	nhls	nhls	PROPN
ajlm-948	2	37	)	)	PUNCT
ajlm-948	2	38	,	,	PUNCT
ajlm-948	2	39	johannesburg	johannesburg	PROPN
ajlm-948	2	40	,	,	PUNCT
ajlm-948	2	41	south	south	PROPN
ajlm-948	2	42	africa	africa	PROPN
ajlm-948	2	43	department	department	PROPN
ajlm-948	2	44	of	of	ADP
ajlm-948	2	45	molecular	molecular	ADJ
ajlm-948	2	46	medicine	medicine	NOUN
ajlm-948	2	47	and	and	CCONJ
ajlm-948	2	48	haematology	haematology	NOUN
ajlm-948	2	49	,	,	PUNCT
ajlm-948	2	50	faculty	faculty	NOUN
ajlm-948	2	51	of	of	ADP
ajlm-948	2	52	health	health	NOUN
ajlm-948	2	53	sciences	sciences	PROPN
ajlm-948	2	54	,	,	PUNCT
ajlm-948	2	55	university	university	NOUN
ajlm-948	2	56	of	of	ADP
ajlm-948	2	57	the	the	DET
ajlm-948	2	58	witwatersrand	witwatersrand	NOUN
ajlm-948	2	59	,	,	PUNCT
ajlm-948	2	60	johannesburg	johannesburg	PROPN
ajlm-948	2	61	,	,	PUNCT
ajlm-948	2	62	south	south	PROPN
ajlm-948	2	63	africa	africa	PROPN
ajlm-948	2	64	citation	citation	PROPN
ajlm-948	2	65	cassim	cassim	PROPN
ajlm-948	2	66	n	n	PROPN
ajlm-948	2	67	,	,	PUNCT
ajlm-948	2	68	coetzee	coetzee	PROPN
ajlm-948	2	69	lm	lm	PROPN
ajlm-948	2	70	,	,	PUNCT
ajlm-948	2	71	tepper	tepper	PROPN
ajlm-948	2	72	mee	mee	PROPN
ajlm-948	2	73	,	,	PUNCT
ajlm-948	2	74	perelson	perelson	PROPN
ajlm-948	2	75	l	l	NOUN
ajlm-948	2	76	,	,	PUNCT
ajlm-948	2	77	glencross	glencross	ADJ
ajlm-948	2	78	dk	dk	PROPN
ajlm-948	2	79	.	.	PROPN
ajlm-948	3	1	timely	timely	ADJ
ajlm-948	3	2	delivery	delivery	NOUN
ajlm-948	3	3	of	of	ADP
ajlm-948	3	4	laboratory	laboratory	NOUN
ajlm-948	3	5	efficiency	efficiency	NOUN
ajlm-948	3	6	information	information	NOUN
ajlm-948	3	7	,	,	PUNCT
ajlm-948	3	8	part	part	PROPN
ajlm-948	3	9	ii	ii	PROPN
ajlm-948	3	10	:	:	PUNCT
ajlm-948	3	11	assessing	assess	VERB
ajlm-948	3	12	the	the	DET
ajlm-948	3	13	impact	impact	NOUN
ajlm-948	3	14	of	of	ADP
ajlm-948	3	15	a	a	DET
ajlm-948	3	16	turn	turn	NOUN
ajlm-948	3	17	-	-	PUNCT
ajlm-948	3	18	around	around	ADP
ajlm-948	3	19	time	time	NOUN
ajlm-948	3	20	dashboard	dashboard	NOUN
ajlm-948	3	21	at	at	ADP
ajlm-948	3	22	a	a	DET
ajlm-948	3	23	high	high	ADJ
ajlm-948	3	24	-	-	PUNCT
ajlm-948	3	25	volume	volume	NOUN
ajlm-948	3	26	laboratory	laboratory	NOUN
ajlm-948	3	27	.	.	PUNCT
ajlm-948	4	1	afr	afr	PROPN
ajlm-948	4	2	j	j	PROPN
ajlm-948	4	3	lab	lab	PROPN
ajlm-948	4	4	med	med	PROPN
ajlm-948	4	5	.	.	PUNCT
ajlm-948	5	1	2020;9(2	2020;9(2	NUM
ajlm-948	5	2	)	)	PUNCT
ajlm-948	5	3	,	,	PUNCT
ajlm-948	5	4	a948	a948	PROPN
ajlm-948	5	5	.	.	PUNCT
ajlm-948	5	6	https://doi.org/10.4102/ajlm.v9i2.948	https://doi.org/10.4102/ajlm.v9i2.948	PROPN
ajlm-948	5	7	lessons	lesson	NOUN
ajlm-948	5	8	from	from	ADP
ajlm-948	5	9	the	the	DET
ajlm-948	5	10	field	field	NOUN
ajlm-948	5	11	timely	timely	ADJ
ajlm-948	5	12	delivery	delivery	NOUN
ajlm-948	5	13	of	of	ADP
ajlm-948	5	14	laboratory	laboratory	NOUN
ajlm-948	5	15	efficiency	efficiency	NOUN
ajlm-948	5	16	information	information	NOUN
ajlm-948	5	17	,	,	PUNCT
ajlm-948	5	18	part	part	PROPN
ajlm-948	5	19	ii	ii	PROPN
ajlm-948	5	20	:	:	PUNCT
ajlm-948	5	21	assessing	assess	VERB
ajlm-948	5	22	the	the	DET
ajlm-948	5	23	impact	impact	NOUN
ajlm-948	5	24	of	of	ADP
ajlm-948	5	25	a	a	DET
ajlm-948	5	26	turn	turn	NOUN
ajlm-948	5	27	-	-	PUNCT
ajlm-948	5	28	around	around	ADP
ajlm-948	5	29	time	time	NOUN
ajlm-948	5	30	dashboard	dashboard	NOUN
ajlm-948	5	31	at	at	ADP
ajlm-948	5	32	a	a	DET
ajlm-948	5	33	high	high	ADJ
ajlm-948	5	34	-	-	PUNCT
ajlm-948	5	35	volume	volume	NOUN
ajlm-948	5	36	laboratory	laboratory	NOUN
ajlm-948	5	37	naseem	naseem	PROPN
ajlm-948	5	38	cassim	cassim	PROPN
ajlm-948	5	39	,	,	PUNCT
ajlm-948	5	40	lindi	lindi	PROPN
ajlm-948	5	41	m.	m.	PROPN
ajlm-948	5	42	coetzee	coetzee	PROPN
ajlm-948	5	43	,	,	PUNCT
ajlm-948	5	44	manfred	manfre	VERB
ajlm-948	5	45	e.e	e.e	PROPN
ajlm-948	5	46	.	.	PROPN
ajlm-948	5	47	tepper	tepper	PROPN
ajlm-948	5	48	,	,	PUNCT
ajlm-948	5	49	louella	louella	PROPN
ajlm-948	5	50	perelson	perelson	PROPN
ajlm-948	5	51	,	,	PUNCT
ajlm-948	5	52	deborah	deborah	PROPN
ajlm-948	5	53	k.	k.	PROPN
ajlm-948	5	54	glencross	glencross	PROPN
ajlm-948	5	55	received	receive	VERB
ajlm-948	5	56	:	:	PUNCT
ajlm-948	5	57	18	18	NUM
ajlm-948	5	58	dec	dec	PROPN
ajlm-948	5	59	.	.	PROPN
ajlm-948	5	60	2018	2018	NUM
ajlm-948	5	61	;	;	PUNCT
ajlm-948	5	62	accepted	accept	VERB
ajlm-948	5	63	:	:	PUNCT
ajlm-948	5	64	04	04	NUM
ajlm-948	5	65	nov	nov	PROPN
ajlm-948	5	66	.	.	PROPN
ajlm-948	5	67	2019	2019	NUM
ajlm-948	5	68	;	;	PUNCT
ajlm-948	5	69	published	publish	VERB
ajlm-948	5	70	:	:	PUNCT
ajlm-948	5	71	29	29	NUM
ajlm-948	5	72	apr	apr	NOUN
ajlm-948	5	73	.	.	PUNCT
ajlm-948	6	1	2020	2020	NUM
ajlm-948	6	2	copyright	copyright	NOUN
ajlm-948	6	3	:	:	PUNCT
ajlm-948	6	4	©	©	PROPN
ajlm-948	6	5	2020	2020	NUM
ajlm-948	6	6	.	.	PUNCT
ajlm-948	7	1	the	the	DET
ajlm-948	7	2	author(s	author(s	PROPN
ajlm-948	7	3	)	)	PUNCT
ajlm-948	7	4	.	.	PUNCT
ajlm-948	8	1	licensee	licensee	NOUN
ajlm-948	8	2	:	:	PUNCT
ajlm-948	8	3	aosis	aosis	NOUN
ajlm-948	8	4	.	.	PUNCT
ajlm-948	9	1	this	this	PRON
ajlm-948	9	2	is	be	AUX
ajlm-948	9	3	an	an	DET
ajlm-948	9	4	open	open	ADJ
ajlm-948	9	5	access	access	NOUN
ajlm-948	9	6	article	article	NOUN
ajlm-948	9	7	distributed	distribute	VERB
ajlm-948	9	8	under	under	ADP
ajlm-948	9	9	the	the	DET
ajlm-948	9	10	terms	term	NOUN
ajlm-948	9	11	of	of	ADP
ajlm-948	9	12	the	the	DET
ajlm-948	9	13	creative	creative	ADJ
ajlm-948	9	14	commons	common	NOUN
ajlm-948	9	15	attribution	attribution	NOUN
ajlm-948	9	16	license	license	NOUN
ajlm-948	9	17	,	,	PUNCT
ajlm-948	9	18	which	which	PRON
ajlm-948	9	19	permits	permit	VERB
ajlm-948	9	20	unrestricted	unrestricted	ADJ
ajlm-948	9	21	use	use	NOUN
ajlm-948	9	22	,	,	PUNCT
ajlm-948	9	23	distribution	distribution	NOUN
ajlm-948	9	24	,	,	PUNCT
ajlm-948	9	25	and	and	CCONJ
ajlm-948	9	26	reproduction	reproduction	NOUN
ajlm-948	9	27	in	in	ADP
ajlm-948	9	28	any	any	DET
ajlm-948	9	29	medium	medium	NOUN
ajlm-948	9	30	,	,	PUNCT
ajlm-948	9	31	provided	provide	VERB
ajlm-948	9	32	the	the	DET
ajlm-948	9	33	original	original	ADJ
ajlm-948	9	34	work	work	NOUN
ajlm-948	9	35	is	be	AUX
ajlm-948	9	36	properly	properly	ADV
ajlm-948	9	37	cited	cite	VERB
ajlm-948	9	38	.	.	PUNCT
ajlm-948	10	1	abstract	abstract	ADJ
ajlm-948	10	2	background	background	NOUN
ajlm-948	10	3	:	:	PUNCT
ajlm-948	10	4	in	in	ADP
ajlm-948	10	5	south	south	PROPN
ajlm-948	10	6	africa	africa	PROPN
ajlm-948	10	7	’s	’s	PART
ajlm-948	10	8	national	national	PROPN
ajlm-948	10	9	health	health	PROPN
ajlm-948	10	10	laboratory	laboratory	PROPN
ajlm-948	10	11	service	service	PROPN
ajlm-948	10	12	,	,	PUNCT
ajlm-948	10	13	ad	ad	X
ajlm-948	10	14	hoc	hoc	X
ajlm-948	10	15	mean	mean	NOUN
ajlm-948	10	16	turn	turn	NOUN
ajlm-948	10	17	-	-	PUNCT
ajlm-948	10	18	around	around	ADP
ajlm-948	10	19	time	time	NOUN
ajlm-948	10	20	(	(	PUNCT
ajlm-948	10	21	tat	tat	NOUN
ajlm-948	10	22	)	)	PUNCT
ajlm-948	10	23	reporting	reporting	NOUN
ajlm-948	10	24	is	be	AUX
ajlm-948	10	25	an	an	DET
ajlm-948	10	26	important	important	ADJ
ajlm-948	10	27	indicator	indicator	NOUN
ajlm-948	10	28	of	of	ADP
ajlm-948	10	29	performance	performance	NOUN
ajlm-948	10	30	.	.	PUNCT
ajlm-948	11	1	however	however	ADV
ajlm-948	11	2	,	,	PUNCT
ajlm-948	11	3	historic	historic	ADJ
ajlm-948	11	4	static	static	ADJ
ajlm-948	11	5	tat	tat	NOUN
ajlm-948	11	6	reporting	reporting	NOUN
ajlm-948	11	7	did	do	AUX
ajlm-948	11	8	not	not	PART
ajlm-948	11	9	assess	assess	VERB
ajlm-948	11	10	very	very	ADV
ajlm-948	11	11	long	long	ADV
ajlm-948	11	12	or	or	CCONJ
ajlm-948	11	13	very	very	ADV
ajlm-948	11	14	short	short	ADJ
ajlm-948	11	15	times	time	NOUN
ajlm-948	11	16	.	.	PUNCT
ajlm-948	12	1	an	an	DET
ajlm-948	12	2	interactive	interactive	ADJ
ajlm-948	12	3	tat	tat	NOUN
ajlm-948	12	4	dashboard	dashboard	NOUN
ajlm-948	12	5	was	be	AUX
ajlm-948	12	6	developed	develop	VERB
ajlm-948	12	7	using	use	VERB
ajlm-948	12	8	the	the	DET
ajlm-948	12	9	following	follow	VERB
ajlm-948	12	10	tat	tat	NOUN
ajlm-948	12	11	measures	measure	NOUN
ajlm-948	12	12	;	;	PUNCT
ajlm-948	12	13	(	(	PUNCT
ajlm-948	12	14	1	1	X
ajlm-948	12	15	)	)	PUNCT
ajlm-948	12	16	median	median	NOUN
ajlm-948	12	17	,	,	PUNCT
ajlm-948	12	18	(	(	PUNCT
ajlm-948	12	19	2	2	NUM
ajlm-948	12	20	)	)	PUNCT
ajlm-948	12	21	75th	75th	ADJ
ajlm-948	12	22	percentile	percentile	NOUN
ajlm-948	12	23	and	and	CCONJ
ajlm-948	12	24	(	(	PUNCT
ajlm-948	12	25	3	3	X
ajlm-948	12	26	)	)	PUNCT
ajlm-948	12	27	percentage	percentage	NOUN
ajlm-948	12	28	of	of	ADP
ajlm-948	12	29	within	within	ADP
ajlm-948	12	30	cut	cut	NOUN
ajlm-948	12	31	-	-	PUNCT
ajlm-948	12	32	off	off	ADP
ajlm-948	12	33	tat	tat	NOUN
ajlm-948	12	34	to	to	PART
ajlm-948	12	35	allow	allow	VERB
ajlm-948	12	36	for	for	ADP
ajlm-948	12	37	improved	improved	ADJ
ajlm-948	12	38	differentiation	differentiation	NOUN
ajlm-948	12	39	of	of	ADP
ajlm-948	12	40	tat	tat	NOUN
ajlm-948	12	41	performance	performance	NOUN
ajlm-948	12	42	.	.	PUNCT
ajlm-948	13	1	objectives	objective	NOUN
ajlm-948	13	2	:	:	PUNCT
ajlm-948	13	3	the	the	DET
ajlm-948	13	4	objective	objective	NOUN
ajlm-948	13	5	of	of	ADP
ajlm-948	13	6	our	our	PRON
ajlm-948	13	7	study	study	NOUN
ajlm-948	13	8	was	be	AUX
ajlm-948	13	9	to	to	PART
ajlm-948	13	10	demonstrate	demonstrate	VERB
ajlm-948	13	11	increased	increase	VERB
ajlm-948	13	12	efficiency	efficiency	NOUN
ajlm-948	13	13	achieved	achieve	VERB
ajlm-948	13	14	by	by	ADP
ajlm-948	13	15	using	use	VERB
ajlm-948	13	16	an	an	DET
ajlm-948	13	17	interactive	interactive	ADJ
ajlm-948	13	18	tat	tat	NOUN
ajlm-948	13	19	dashboard	dashboard	NOUN
ajlm-948	13	20	.	.	PUNCT
ajlm-948	14	1	methods	method	NOUN
ajlm-948	14	2	:	:	PUNCT
ajlm-948	14	3	a	a	DET
ajlm-948	14	4	retrospective	retrospective	ADJ
ajlm-948	14	5	descriptive	descriptive	ADJ
ajlm-948	14	6	study	study	NOUN
ajlm-948	14	7	design	design	NOUN
ajlm-948	14	8	was	be	AUX
ajlm-948	14	9	used	use	VERB
ajlm-948	14	10	.	.	PUNCT
ajlm-948	15	1	creatinine	creatinine	NOUN
ajlm-948	15	2	tat	tat	NOUN
ajlm-948	15	3	outcomes	outcome	NOUN
ajlm-948	15	4	were	be	AUX
ajlm-948	15	5	reported	report	VERB
ajlm-948	15	6	over	over	ADP
ajlm-948	15	7	122	122	NUM
ajlm-948	15	8	weeks	week	NOUN
ajlm-948	15	9	from	from	ADP
ajlm-948	15	10	a	a	DET
ajlm-948	15	11	high	high	ADJ
ajlm-948	15	12	-	-	PUNCT
ajlm-948	15	13	volume	volume	NOUN
ajlm-948	15	14	laboratory	laboratory	NOUN
ajlm-948	15	15	in	in	ADP
ajlm-948	15	16	gauteng	gauteng	PROPN
ajlm-948	15	17	,	,	PUNCT
ajlm-948	15	18	south	south	PROPN
ajlm-948	15	19	africa	africa	PROPN
ajlm-948	15	20	.	.	PUNCT
ajlm-948	16	1	the	the	DET
ajlm-948	16	2	percentage	percentage	NOUN
ajlm-948	16	3	of	of	ADP
ajlm-948	16	4	within	within	ADP
ajlm-948	16	5	cut	cut	NOUN
ajlm-948	16	6	-	-	PUNCT
ajlm-948	16	7	off	off	NOUN
ajlm-948	16	8	and	and	CCONJ
ajlm-948	16	9	75th	75th	ADJ
ajlm-948	16	10	percentile	percentile	ADJ
ajlm-948	16	11	tat	tat	NOUN
ajlm-948	16	12	were	be	AUX
ajlm-948	16	13	analysed	analyse	VERB
ajlm-948	16	14	and	and	CCONJ
ajlm-948	16	15	reported	report	VERB
ajlm-948	16	16	using	use	VERB
ajlm-948	16	17	microsoft	microsoft	PROPN
ajlm-948	16	18	excel	excel	PROPN
ajlm-948	16	19	.	.	PUNCT
ajlm-948	17	1	a	a	DET
ajlm-948	17	2	focus	focus	NOUN
ajlm-948	17	3	group	group	NOUN
ajlm-948	17	4	session	session	NOUN
ajlm-948	17	5	was	be	AUX
ajlm-948	17	6	used	use	VERB
ajlm-948	17	7	to	to	PART
ajlm-948	17	8	populate	populate	VERB
ajlm-948	17	9	a	a	DET
ajlm-948	17	10	cause	cause	NOUN
ajlm-948	17	11	and	and	CCONJ
ajlm-948	17	12	effect	effect	NOUN
ajlm-948	17	13	diagram	diagram	NOUN
ajlm-948	17	14	.	.	PUNCT
ajlm-948	18	1	results	result	NOUN
ajlm-948	18	2	:	:	PUNCT
ajlm-948	18	3	the	the	DET
ajlm-948	18	4	percentage	percentage	NOUN
ajlm-948	18	5	of	of	ADP
ajlm-948	18	6	within	within	ADP
ajlm-948	18	7	cut	cut	NOUN
ajlm-948	18	8	-	-	PUNCT
ajlm-948	18	9	off	off	ADP
ajlm-948	18	10	tat	tat	NOUN
ajlm-948	18	11	increased	increase	VERB
ajlm-948	18	12	from	from	ADP
ajlm-948	18	13	10	10	NUM
ajlm-948	18	14	%	%	NOUN
ajlm-948	18	15	in	in	ADP
ajlm-948	18	16	week	week	NOUN
ajlm-948	18	17	4	4	NUM
ajlm-948	18	18	to	to	PART
ajlm-948	18	19	90	90	NUM
ajlm-948	18	20	%	%	NOUN
ajlm-948	18	21	and	and	CCONJ
ajlm-948	18	22	higher	high	ADJ
ajlm-948	18	23	from	from	ADP
ajlm-948	18	24	week	week	NOUN
ajlm-948	18	25	81	81	NUM
ajlm-948	18	26	.	.	PUNCT
ajlm-948	19	1	the	the	DET
ajlm-948	19	2	75th	75th	ADJ
ajlm-948	19	3	percentile	percentile	NOUN
ajlm-948	19	4	decreased	decrease	VERB
ajlm-948	19	5	from	from	ADP
ajlm-948	19	6	10	10	NUM
ajlm-948	19	7	hours	hour	NOUN
ajlm-948	19	8	in	in	ADP
ajlm-948	19	9	week	week	NOUN
ajlm-948	19	10	4	4	NUM
ajlm-948	19	11	to	to	PART
ajlm-948	19	12	under	under	ADP
ajlm-948	19	13	5	5	NUM
ajlm-948	19	14	h	h	NOUN
ajlm-948	19	15	from	from	ADP
ajlm-948	19	16	week	week	NOUN
ajlm-948	19	17	71	71	NUM
ajlm-948	19	18	.	.	PUNCT
ajlm-948	20	1	component	component	NOUN
ajlm-948	20	2	tat	tat	NOUN
ajlm-948	20	3	analysis	analysis	NOUN
ajlm-948	20	4	revealed	reveal	VERB
ajlm-948	20	5	that	that	SCONJ
ajlm-948	20	6	the	the	DET
ajlm-948	20	7	75th	75th	ADJ
ajlm-948	20	8	percentile	percentile	ADJ
ajlm-948	20	9	testing	testing	NOUN
ajlm-948	20	10	was	be	AUX
ajlm-948	20	11	5	5	NUM
ajlm-948	20	12	h	h	NOUN
ajlm-948	20	13	or	or	CCONJ
ajlm-948	20	14	longer	long	ADJ
ajlm-948	20	15	for	for	ADP
ajlm-948	20	16	weeks	week	NOUN
ajlm-948	20	17	4	4	NUM
ajlm-948	20	18	,	,	PUNCT
ajlm-948	20	19	5	5	NUM
ajlm-948	20	20	and	and	CCONJ
ajlm-948	20	21	48	48	NUM
ajlm-948	20	22	.	.	PUNCT
ajlm-948	21	1	the	the	DET
ajlm-948	21	2	75th	75th	ADJ
ajlm-948	21	3	percentile	percentile	ADJ
ajlm-948	21	4	review	review	NOUN
ajlm-948	21	5	tat	tat	NOUN
ajlm-948	21	6	ranged	range	VERB
ajlm-948	21	7	from	from	ADP
ajlm-948	21	8	1	1	NUM
ajlm-948	21	9	h	h	NOUN
ajlm-948	21	10	to	to	ADP
ajlm-948	21	11	15	15	NUM
ajlm-948	21	12	h.	h.	NOUN
ajlm-948	21	13	from	from	ADP
ajlm-948	21	14	week	week	NOUN
ajlm-948	21	15	41	41	NUM
ajlm-948	21	16	,	,	PUNCT
ajlm-948	21	17	the	the	DET
ajlm-948	21	18	review	review	NOUN
ajlm-948	21	19	tat	tat	NOUN
ajlm-948	21	20	was	be	AUX
ajlm-948	21	21	under	under	ADP
ajlm-948	21	22	1	1	NUM
ajlm-948	21	23	h.	h.	NOUN
ajlm-948	21	24	conclusion	conclusion	NOUN
ajlm-948	21	25	:	:	PUNCT
ajlm-948	21	26	our	our	PRON
ajlm-948	21	27	study	study	NOUN
ajlm-948	21	28	demonstrated	demonstrate	VERB
ajlm-948	21	29	that	that	SCONJ
ajlm-948	21	30	the	the	DET
ajlm-948	21	31	use	use	NOUN
ajlm-948	21	32	of	of	ADP
ajlm-948	21	33	an	an	DET
ajlm-948	21	34	interactive	interactive	ADJ
ajlm-948	21	35	tat	tat	NOUN
ajlm-948	21	36	dashboard	dashboard	NOUN
ajlm-948	21	37	coupled	couple	VERB
ajlm-948	21	38	with	with	ADP
ajlm-948	21	39	good	good	ADJ
ajlm-948	21	40	management	management	NOUN
ajlm-948	21	41	can	can	AUX
ajlm-948	21	42	dramatically	dramatically	ADV
ajlm-948	21	43	improve	improve	VERB
ajlm-948	21	44	tat	tat	NOUN
ajlm-948	21	45	and	and	CCONJ
ajlm-948	21	46	efficiency	efficiency	NOUN
ajlm-948	21	47	in	in	ADP
ajlm-948	21	48	a	a	DET
ajlm-948	21	49	high	high	ADJ
ajlm-948	21	50	-	-	PUNCT
ajlm-948	21	51	volume	volume	NOUN
ajlm-948	21	52	laboratory	laboratory	NOUN
ajlm-948	21	53	.	.	PUNCT
ajlm-948	22	1	keywords	keyword	NOUN
ajlm-948	22	2	:	:	PUNCT
ajlm-948	22	3	turn	turn	VERB
ajlm-948	22	4	-	-	PUNCT
ajlm-948	22	5	around	around	ADP
ajlm-948	22	6	-	-	PUNCT
ajlm-948	22	7	time	time	NOUN
ajlm-948	22	8	;	;	PUNCT
ajlm-948	22	9	laboratory	laboratory	NOUN
ajlm-948	22	10	efficiency	efficiency	NOUN
ajlm-948	22	11	;	;	PUNCT
ajlm-948	22	12	pathology	pathology	NOUN
ajlm-948	22	13	;	;	PUNCT
ajlm-948	22	14	laboratory	laboratory	NOUN
ajlm-948	22	15	medicine	medicine	NOUN
ajlm-948	22	16	.	.	PUNCT
ajlm-948	23	1	introduction	introduction	NOUN
ajlm-948	23	2	turn	turn	NOUN
ajlm-948	23	3	-	-	PUNCT
ajlm-948	23	4	around	around	ADP
ajlm-948	23	5	time	time	NOUN
ajlm-948	23	6	(	(	PUNCT
ajlm-948	23	7	tat	tat	NOUN
ajlm-948	23	8	)	)	PUNCT
ajlm-948	23	9	is	be	AUX
ajlm-948	23	10	an	an	DET
ajlm-948	23	11	important	important	ADJ
ajlm-948	23	12	performance	performance	NOUN
ajlm-948	23	13	indicator	indicator	NOUN
ajlm-948	23	14	of	of	ADP
ajlm-948	23	15	laboratory	laboratory	NOUN
ajlm-948	23	16	efficiency	efficiency	NOUN
ajlm-948	23	17	to	to	PART
ajlm-948	23	18	deliver	deliver	VERB
ajlm-948	23	19	patient	patient	ADJ
ajlm-948	23	20	results.1	results.1	NOUN
ajlm-948	23	21	in	in	ADP
ajlm-948	23	22	the	the	DET
ajlm-948	23	23	south	south	ADJ
ajlm-948	23	24	african	african	ADJ
ajlm-948	23	25	national	national	PROPN
ajlm-948	23	26	health	health	PROPN
ajlm-948	23	27	laboratory	laboratory	PROPN
ajlm-948	23	28	services	service	NOUN
ajlm-948	23	29	,	,	PUNCT
ajlm-948	23	30	ad	ad	X
ajlm-948	23	31	hoc	hoc	X
ajlm-948	23	32	mean	mean	NOUN
ajlm-948	23	33	tat	tat	NOUN
ajlm-948	23	34	reports	report	NOUN
ajlm-948	23	35	were	be	AUX
ajlm-948	23	36	previously	previously	ADV
ajlm-948	23	37	produced	produce	VERB
ajlm-948	23	38	for	for	ADP
ajlm-948	23	39	laboratory	laboratory	NOUN
ajlm-948	23	40	managers	manager	NOUN
ajlm-948	23	41	.	.	PUNCT
ajlm-948	24	1	these	these	DET
ajlm-948	24	2	tat	tat	NOUN
ajlm-948	24	3	reports	report	NOUN
ajlm-948	24	4	assessed	assess	VERB
ajlm-948	24	5	performance	performance	NOUN
ajlm-948	24	6	based	base	VERB
ajlm-948	24	7	on	on	ADP
ajlm-948	24	8	the	the	DET
ajlm-948	24	9	national	national	PROPN
ajlm-948	24	10	health	health	PROPN
ajlm-948	24	11	laboratory	laboratory	PROPN
ajlm-948	24	12	service	service	PROPN
ajlm-948	24	13	global	global	ADJ
ajlm-948	24	14	annual	annual	ADJ
ajlm-948	24	15	performance	performance	NOUN
ajlm-948	24	16	plan	plan	NOUN
ajlm-948	24	17	(	(	PUNCT
ajlm-948	24	18	app	app	NOUN
ajlm-948	24	19	)	)	PUNCT
ajlm-948	24	20	tat	tat	NOUN
ajlm-948	24	21	cut	cut	NOUN
ajlm-948	24	22	-	-	PUNCT
ajlm-948	24	23	offs	off	NOUN
ajlm-948	24	24	specific	specific	ADJ
ajlm-948	24	25	for	for	ADP
ajlm-948	24	26	individual	individual	ADJ
ajlm-948	24	27	tests.2	tests.2	PROPN
ajlm-948	24	28	reports	report	NOUN
ajlm-948	24	29	were	be	AUX
ajlm-948	24	30	provided	provide	VERB
ajlm-948	24	31	intermittently	intermittently	ADV
ajlm-948	24	32	in	in	ADP
ajlm-948	24	33	a	a	DET
ajlm-948	24	34	static	static	ADJ
ajlm-948	24	35	form	form	NOUN
ajlm-948	24	36	that	that	PRON
ajlm-948	24	37	assessed	assess	VERB
ajlm-948	24	38	central	central	ADJ
ajlm-948	24	39	tendency	tendency	NOUN
ajlm-948	24	40	only	only	ADV
ajlm-948	24	41	(	(	PUNCT
ajlm-948	24	42	i.e.	i.e.	X
ajlm-948	24	43	the	the	DET
ajlm-948	24	44	tail	tail	NOUN
ajlm-948	24	45	size	size	NOUN
ajlm-948	24	46	was	be	AUX
ajlm-948	24	47	not	not	PART
ajlm-948	24	48	reported	report	VERB
ajlm-948	24	49	)	)	PUNCT
ajlm-948	24	50	and	and	CCONJ
ajlm-948	24	51	did	do	AUX
ajlm-948	24	52	not	not	PART
ajlm-948	24	53	allow	allow	VERB
ajlm-948	24	54	for	for	ADP
ajlm-948	24	55	drilling	drill	VERB
ajlm-948	24	56	functionality	functionality	NOUN
ajlm-948	24	57	to	to	PART
ajlm-948	24	58	access	access	VERB
ajlm-948	24	59	additional	additional	ADJ
ajlm-948	24	60	,	,	PUNCT
ajlm-948	24	61	more	more	ADV
ajlm-948	24	62	detailed	detailed	ADJ
ajlm-948	24	63	,	,	PUNCT
ajlm-948	24	64	information	information	NOUN
ajlm-948	24	65	to	to	PART
ajlm-948	24	66	direct	direct	VERB
ajlm-948	24	67	meaningful	meaningful	ADJ
ajlm-948	24	68	corrective	corrective	ADJ
ajlm-948	24	69	action	action	NOUN
ajlm-948	24	70	(	(	PUNCT
ajlm-948	24	71	i.e.	i.e.	X
ajlm-948	24	72	laboratory	laboratory	NOUN
ajlm-948	24	73	or	or	CCONJ
ajlm-948	24	74	sample	sample	NOUN
ajlm-948	24	75	-	-	PUNCT
ajlm-948	24	76	level	level	NOUN
ajlm-948	24	77	tat	tat	NOUN
ajlm-948	24	78	breakdown	breakdown	NOUN
ajlm-948	24	79	)	)	PUNCT
ajlm-948	24	80	.	.	PUNCT
ajlm-948	25	1	to	to	PART
ajlm-948	25	2	improve	improve	VERB
ajlm-948	25	3	on	on	ADP
ajlm-948	25	4	these	these	DET
ajlm-948	25	5	tat	tat	NOUN
ajlm-948	25	6	reporting	reporting	NOUN
ajlm-948	25	7	systems	system	NOUN
ajlm-948	25	8	,	,	PUNCT
ajlm-948	25	9	coetzee	coetzee	PROPN
ajlm-948	25	10	et	et	PROPN
ajlm-948	25	11	al	al	PROPN
ajlm-948	25	12	.	.	PROPN
ajlm-948	26	1	used	use	VERB
ajlm-948	26	2	three	three	NUM
ajlm-948	26	3	additional	additional	ADJ
ajlm-948	26	4	measures	measure	NOUN
ajlm-948	26	5	to	to	PART
ajlm-948	26	6	assess	assess	VERB
ajlm-948	26	7	tat	tat	NOUN
ajlm-948	26	8	efficiency	efficiency	NOUN
ajlm-948	26	9	:	:	PUNCT
ajlm-948	26	10	(	(	PUNCT
ajlm-948	26	11	1	1	X
ajlm-948	26	12	)	)	PUNCT
ajlm-948	26	13	median	median	ADJ
ajlm-948	26	14	tat	tat	NOUN
ajlm-948	26	15	,	,	PUNCT
ajlm-948	26	16	(	(	PUNCT
ajlm-948	26	17	2	2	X
ajlm-948	26	18	)	)	PUNCT
ajlm-948	26	19	75th	75th	ADJ
ajlm-948	26	20	percentile	percentile	ADJ
ajlm-948	26	21	tat	tat	NOUN
ajlm-948	26	22	(	(	PUNCT
ajlm-948	26	23	tail	tail	NOUN
ajlm-948	26	24	size	size	NOUN
ajlm-948	26	25	)	)	PUNCT
ajlm-948	26	26	and	and	CCONJ
ajlm-948	26	27	(	(	PUNCT
ajlm-948	26	28	3	3	X
ajlm-948	26	29	)	)	PUNCT
ajlm-948	26	30	percentage	percentage	NOUN
ajlm-948	26	31	of	of	ADP
ajlm-948	26	32	within	within	ADP
ajlm-948	26	33	cut	cut	NOUN
ajlm-948	26	34	-	-	PUNCT
ajlm-948	26	35	off	off	ADP
ajlm-948	26	36	tat.3	tat.3	PROPN
ajlm-948	26	37	these	these	DET
ajlm-948	26	38	measures	measure	NOUN
ajlm-948	26	39	accurately	accurately	ADV
ajlm-948	26	40	assessed	assess	VERB
ajlm-948	26	41	outliers	outlier	NOUN
ajlm-948	26	42	as	as	ADP
ajlm-948	26	43	tail	tail	NOUN
ajlm-948	26	44	size	size	NOUN
ajlm-948	26	45	and	and	CCONJ
ajlm-948	26	46	could	could	AUX
ajlm-948	26	47	be	be	AUX
ajlm-948	26	48	used	use	VERB
ajlm-948	26	49	by	by	ADP
ajlm-948	26	50	laboratories	laboratory	NOUN
ajlm-948	26	51	to	to	PART
ajlm-948	26	52	address	address	VERB
ajlm-948	26	53	workflow	workflow	NOUN
ajlm-948	26	54	issues	issue	NOUN
ajlm-948	26	55	and	and	CCONJ
ajlm-948	26	56	identify	identify	VERB
ajlm-948	26	57	testing	testing	NOUN
ajlm-948	26	58	delays	delay	NOUN
ajlm-948	26	59	for	for	ADP
ajlm-948	26	60	intervention	intervention	NOUN
ajlm-948	26	61	.	.	PUNCT
ajlm-948	27	1	tail	tail	NOUN
ajlm-948	27	2	size	size	NOUN
ajlm-948	27	3	refers	refer	VERB
ajlm-948	27	4	to	to	ADP
ajlm-948	27	5	the	the	DET
ajlm-948	27	6	volume	volume	NOUN
ajlm-948	27	7	of	of	ADP
ajlm-948	27	8	samples	sample	NOUN
ajlm-948	27	9	in	in	ADP
ajlm-948	27	10	a	a	DET
ajlm-948	27	11	positively	positively	ADV
ajlm-948	27	12	skewed	skew	VERB
ajlm-948	27	13	data	datum	NOUN
ajlm-948	27	14	distribution	distribution	NOUN
ajlm-948	27	15	that	that	PRON
ajlm-948	27	16	has	have	VERB
ajlm-948	27	17	a	a	DET
ajlm-948	27	18	long	long	ADJ
ajlm-948	27	19	tail	tail	NOUN
ajlm-948	27	20	to	to	ADP
ajlm-948	27	21	the	the	DET
ajlm-948	27	22	right	right	NOUN
ajlm-948	27	23	.	.	PUNCT
ajlm-948	28	1	these	these	DET
ajlm-948	28	2	samples	sample	NOUN
ajlm-948	28	3	often	often	ADV
ajlm-948	28	4	have	have	VERB
ajlm-948	28	5	a	a	DET
ajlm-948	28	6	much	much	ADV
ajlm-948	28	7	higher	high	ADJ
ajlm-948	28	8	tat	tat	NOUN
ajlm-948	28	9	value	value	NOUN
ajlm-948	28	10	than	than	ADP
ajlm-948	28	11	the	the	DET
ajlm-948	28	12	central	central	ADJ
ajlm-948	28	13	tendency	tendency	NOUN
ajlm-948	28	14	(	(	PUNCT
ajlm-948	28	15	median	median	NOUN
ajlm-948	28	16	)	)	PUNCT
ajlm-948	28	17	for	for	ADP
ajlm-948	28	18	this	this	DET
ajlm-948	28	19	data	datum	NOUN
ajlm-948	28	20	distribution	distribution	NOUN
ajlm-948	28	21	.	.	PUNCT
ajlm-948	29	1	tail	tail	NOUN
ajlm-948	29	2	size	size	NOUN
ajlm-948	29	3	can	can	AUX
ajlm-948	29	4	be	be	AUX
ajlm-948	29	5	measured	measure	VERB
ajlm-948	29	6	as	as	ADP
ajlm-948	29	7	the	the	DET
ajlm-948	29	8	percentage	percentage	NOUN
ajlm-948	29	9	of	of	ADP
ajlm-948	29	10	samples	sample	NOUN
ajlm-948	29	11	that	that	PRON
ajlm-948	29	12	exceed	exceed	VERB
ajlm-948	29	13	a	a	DET
ajlm-948	29	14	defined	define	VERB
ajlm-948	29	15	tat	tat	NOUN
ajlm-948	29	16	cut	cut	NOUN
ajlm-948	29	17	-	-	PUNCT
ajlm-948	29	18	off	off	NOUN
ajlm-948	29	19	in	in	ADP
ajlm-948	29	20	hours	hour	NOUN
ajlm-948	29	21	or	or	CCONJ
ajlm-948	29	22	as	as	ADP
ajlm-948	29	23	a	a	DET
ajlm-948	29	24	percentile	percentile	NOUN
ajlm-948	29	25	.	.	PUNCT
ajlm-948	30	1	initially	initially	ADV
ajlm-948	30	2	,	,	PUNCT
ajlm-948	30	3	the	the	DET
ajlm-948	30	4	three	three	NUM
ajlm-948	30	5	measures	measure	NOUN
ajlm-948	30	6	described	describe	VERB
ajlm-948	30	7	above	above	ADV
ajlm-948	30	8	were	be	AUX
ajlm-948	30	9	reported	report	VERB
ajlm-948	30	10	in	in	ADP
ajlm-948	30	11	microsoft	microsoft	PROPN
ajlm-948	30	12	excel	excel	PROPN
ajlm-948	30	13	(	(	PUNCT
ajlm-948	30	14	redmond	redmond	PROPN
ajlm-948	30	15	,	,	PUNCT
ajlm-948	30	16	washington	washington	PROPN
ajlm-948	30	17	,	,	PUNCT
ajlm-948	30	18	united	united	PROPN
ajlm-948	30	19	states	states	PROPN
ajlm-948	30	20	)	)	PUNCT
ajlm-948	30	21	worksheet	worksheet	NOUN
ajlm-948	30	22	format	format	NOUN
ajlm-948	30	23	from	from	ADP
ajlm-948	30	24	august	august	PROPN
ajlm-948	30	25	2016	2016	NUM
ajlm-948	30	26	to	to	ADP
ajlm-948	30	27	june	june	PROPN
ajlm-948	30	28	2017.4	2017.4	NUM
ajlm-948	30	29	thereafter	thereafter	ADV
ajlm-948	30	30	,	,	PUNCT
ajlm-948	30	31	from	from	ADP
ajlm-948	30	32	july	july	PROPN
ajlm-948	30	33	2017	2017	NUM
ajlm-948	30	34	,	,	PUNCT
ajlm-948	30	35	an	an	DET
ajlm-948	30	36	interactive	interactive	ADJ
ajlm-948	30	37	dashboard	dashboard	NOUN
ajlm-948	30	38	was	be	AUX
ajlm-948	30	39	developed	develop	VERB
ajlm-948	30	40	that	that	PRON
ajlm-948	30	41	reported	report	VERB
ajlm-948	30	42	tat	tat	NOUN
ajlm-948	30	43	data	datum	NOUN
ajlm-948	30	44	for	for	ADP
ajlm-948	30	45	a	a	DET
ajlm-948	30	46	basket	basket	NOUN
ajlm-948	30	47	of	of	ADP
ajlm-948	30	48	tests	test	NOUN
ajlm-948	30	49	using	use	VERB
ajlm-948	30	50	the	the	DET
ajlm-948	30	51	microstrategy	microstrategy	NOUN
ajlm-948	30	52	desktop	desktop	NOUN
ajlm-948	30	53	(	(	PUNCT
ajlm-948	30	54	tysons	tysons	PROPN
ajlm-948	30	55	,	,	PUNCT
ajlm-948	30	56	virginia	virginia	PROPN
ajlm-948	30	57	,	,	PUNCT
ajlm-948	30	58	united	united	PROPN
ajlm-948	30	59	states	states	PROPN
ajlm-948	30	60	)	)	PUNCT
ajlm-948	30	61	analytics	analytic	NOUN
ajlm-948	30	62	tool.5	tool.5	VERB
ajlm-948	30	63	previously	previously	ADV
ajlm-948	30	64	,	,	PUNCT
ajlm-948	30	65	the	the	DET
ajlm-948	30	66	static	static	ADJ
ajlm-948	30	67	reports	report	NOUN
ajlm-948	30	68	and	and	CCONJ
ajlm-948	30	69	,	,	PUNCT
ajlm-948	30	70	more	more	ADV
ajlm-948	30	71	recently	recently	ADV
ajlm-948	30	72	,	,	PUNCT
ajlm-948	30	73	the	the	DET
ajlm-948	30	74	interactive	interactive	ADJ
ajlm-948	30	75	dashboard	dashboard	NOUN
ajlm-948	30	76	reports	report	NOUN
ajlm-948	30	77	are	be	AUX
ajlm-948	30	78	distributed	distribute	VERB
ajlm-948	30	79	to	to	ADP
ajlm-948	30	80	area	area	NOUN
ajlm-948	30	81	(	(	PUNCT
ajlm-948	30	82	province	province	NOUN
ajlm-948	30	83	)	)	PUNCT
ajlm-948	30	84	,	,	PUNCT
ajlm-948	30	85	business	business	NOUN
ajlm-948	30	86	(	(	PUNCT
ajlm-948	30	87	district	district	NOUN
ajlm-948	30	88	)	)	PUNCT
ajlm-948	30	89	and	and	CCONJ
ajlm-948	30	90	laboratory	laboratory	NOUN
ajlm-948	30	91	managers	manager	NOUN
ajlm-948	30	92	.	.	PUNCT
ajlm-948	31	1	data	datum	NOUN
ajlm-948	31	2	can	can	AUX
ajlm-948	31	3	be	be	AUX
ajlm-948	31	4	reviewed	review	VERB
ajlm-948	31	5	in	in	ADP
ajlm-948	31	6	the	the	DET
ajlm-948	31	7	interactive	interactive	ADJ
ajlm-948	31	8	dashboard	dashboard	NOUN
ajlm-948	31	9	reports	report	NOUN
ajlm-948	31	10	across	across	ADP
ajlm-948	31	11	the	the	DET
ajlm-948	31	12	provincial	provincial	ADJ
ajlm-948	31	13	,	,	PUNCT
ajlm-948	31	14	district	district	NOUN
ajlm-948	31	15	or	or	CCONJ
ajlm-948	31	16	laboratory	laboratory	NOUN
ajlm-948	31	17	levels	level	NOUN
ajlm-948	31	18	through	through	ADP
ajlm-948	31	19	drilling	drilling	NOUN
ajlm-948	31	20	functionality	functionality	NOUN
ajlm-948	31	21	,	,	PUNCT
ajlm-948	31	22	which	which	PRON
ajlm-948	31	23	makes	make	VERB
ajlm-948	31	24	it	it	PRON
ajlm-948	31	25	possible	possible	ADJ
ajlm-948	31	26	to	to	PART
ajlm-948	31	27	slice	slice	VERB
ajlm-948	31	28	through	through	ADP
ajlm-948	31	29	a	a	DET
ajlm-948	31	30	data	data	NOUN
ajlm-948	31	31	hierarchy	hierarchy	NOUN
ajlm-948	31	32	to	to	PART
ajlm-948	31	33	reveal	reveal	VERB
ajlm-948	31	34	additional	additional	ADJ
ajlm-948	31	35	details6	details6	NOUN
ajlm-948	31	36	contained	contain	VERB
ajlm-948	31	37	within	within	ADP
ajlm-948	31	38	the	the	DET
ajlm-948	31	39	aggregated	aggregate	VERB
ajlm-948	31	40	data	datum	NOUN
ajlm-948	31	41	.	.	PUNCT
ajlm-948	32	1	in	in	ADP
ajlm-948	32	2	this	this	DET
ajlm-948	32	3	way	way	NOUN
ajlm-948	32	4	,	,	PUNCT
ajlm-948	32	5	tat	tat	ADJ
ajlm-948	32	6	data	datum	NOUN
ajlm-948	32	7	presented	present	VERB
ajlm-948	32	8	can	can	AUX
ajlm-948	32	9	be	be	AUX
ajlm-948	32	10	visualised	visualise	VERB
ajlm-948	32	11	at	at	ADP
ajlm-948	32	12	the	the	DET
ajlm-948	32	13	national	national	ADJ
ajlm-948	32	14	,	,	PUNCT
ajlm-948	32	15	provincial	provincial	ADJ
ajlm-948	32	16	and	and	CCONJ
ajlm-948	32	17	laboratory	laboratory	NOUN
ajlm-948	32	18	level	level	NOUN
ajlm-948	32	19	on	on	ADP
ajlm-948	32	20	the	the	DET
ajlm-948	32	21	same	same	ADJ
ajlm-948	32	22	dashboard	dashboard	NOUN
ajlm-948	32	23	page	page	NOUN
ajlm-948	32	24	.	.	PUNCT
ajlm-948	33	1	the	the	DET
ajlm-948	33	2	approach	approach	NOUN
ajlm-948	33	3	allows	allow	VERB
ajlm-948	33	4	various	various	ADJ
ajlm-948	33	5	levels	level	NOUN
ajlm-948	33	6	of	of	ADP
ajlm-948	33	7	manager	manager	NOUN
ajlm-948	33	8	to	to	PART
ajlm-948	33	9	drill	drill	VERB
ajlm-948	33	10	down	down	ADP
ajlm-948	33	11	from	from	ADP
ajlm-948	33	12	a	a	DET
ajlm-948	33	13	‘	'	PUNCT
ajlm-948	33	14	bird’s	bird’s	ADJ
ajlm-948	33	15	-	-	PUNCT
ajlm-948	33	16	eye	eye	NOUN
ajlm-948	33	17	’	'	PUNCT
ajlm-948	33	18	view	view	NOUN
ajlm-948	33	19	of	of	ADP
ajlm-948	33	20	tat	tat	NOUN
ajlm-948	33	21	performance	performance	NOUN
ajlm-948	33	22	nationally	nationally	ADV
ajlm-948	33	23	to	to	ADP
ajlm-948	33	24	the	the	DET
ajlm-948	33	25	provincial	provincial	ADJ
ajlm-948	33	26	or	or	CCONJ
ajlm-948	33	27	individual	individual	ADJ
ajlm-948	33	28	laboratory	laboratory	NOUN
ajlm-948	33	29	level	level	NOUN
ajlm-948	33	30	.	.	PUNCT
ajlm-948	34	1	within	within	ADP
ajlm-948	34	2	the	the	DET
ajlm-948	34	3	dashboard	dashboard	NOUN
ajlm-948	34	4	,	,	PUNCT
ajlm-948	34	5	tat	tat	NOUN
ajlm-948	34	6	can	can	AUX
ajlm-948	34	7	be	be	AUX
ajlm-948	34	8	viewed	view	VERB
ajlm-948	34	9	for	for	ADP
ajlm-948	34	10	a	a	DET
ajlm-948	34	11	basket	basket	NOUN
ajlm-948	34	12	of	of	ADP
ajlm-948	34	13	tests	test	NOUN
ajlm-948	34	14	including	include	VERB
ajlm-948	34	15	routine	routine	ADJ
ajlm-948	34	16	haematology	haematology	NOUN
ajlm-948	34	17	full	full	ADJ
ajlm-948	34	18	blood	blood	NOUN
ajlm-948	34	19	count	count	NOUN
ajlm-948	34	20	with	with	ADP
ajlm-948	34	21	platelet	platelet	NOUN
ajlm-948	34	22	and	and	CCONJ
ajlm-948	34	23	differential	differential	ADJ
ajlm-948	34	24	testing	testing	NOUN
ajlm-948	34	25	,	,	PUNCT
ajlm-948	34	26	international	international	ADJ
ajlm-948	34	27	normalised	normalise	VERB
ajlm-948	34	28	ratio	ratio	NOUN
ajlm-948	34	29	,	,	PUNCT
ajlm-948	34	30	activated	activate	VERB
ajlm-948	34	31	prothrombin	prothrombin	NOUN
ajlm-948	34	32	testing	testing	NOUN
ajlm-948	34	33	and	and	CCONJ
ajlm-948	34	34	d	d	NOUN
ajlm-948	34	35	-	-	NOUN
ajlm-948	34	36	dimers	dimer	NOUN
ajlm-948	34	37	,	,	PUNCT
ajlm-948	34	38	chemical	chemical	NOUN
ajlm-948	34	39	pathology	pathology	NOUN
ajlm-948	34	40	testing	testing	NOUN
ajlm-948	34	41	including	include	VERB
ajlm-948	34	42	urea	urea	NOUN
ajlm-948	34	43	and	and	CCONJ
ajlm-948	34	44	electrolytes	electrolyte	NOUN
ajlm-948	34	45	,	,	PUNCT
ajlm-948	34	46	liver	liver	NOUN
ajlm-948	34	47	function	function	NOUN
ajlm-948	34	48	testing	testing	NOUN
ajlm-948	34	49	,	,	PUNCT
ajlm-948	34	50	glucose	glucose	NOUN
ajlm-948	34	51	,	,	PUNCT
ajlm-948	34	52	cholesterol	cholesterol	NOUN
ajlm-948	34	53	,	,	PUNCT
ajlm-948	34	54	among	among	ADP
ajlm-948	34	55	others	other	NOUN
ajlm-948	34	56	,	,	PUNCT
ajlm-948	34	57	as	as	ADV
ajlm-948	34	58	well	well	ADV
ajlm-948	34	59	as	as	ADP
ajlm-948	34	60	microbiology	microbiology	NOUN
ajlm-948	34	61	testing	testing	NOUN
ajlm-948	34	62	for	for	ADP
ajlm-948	34	63	hiv	hiv	PROPN
ajlm-948	34	64	(	(	PUNCT
ajlm-948	34	65	hiv	hiv	PROPN
ajlm-948	34	66	viral	viral	ADJ
ajlm-948	34	67	load	load	NOUN
ajlm-948	34	68	,	,	PUNCT
ajlm-948	34	69	hiv	hiv	PROPN
ajlm-948	34	70	dna	dna	PROPN
ajlm-948	34	71	polymerase	polymerase	NOUN
ajlm-948	34	72	chain	chain	NOUN
ajlm-948	34	73	reaction	reaction	NOUN
ajlm-948	34	74	)	)	PUNCT
ajlm-948	34	75	,	,	PUNCT
ajlm-948	34	76	tuberculosis	tuberculosis	INTJ
ajlm-948	34	77	(	(	PUNCT
ajlm-948	34	78	xpert	xpert	PROPN
ajlm-948	34	79	mtb	mtb	PROPN
ajlm-948	34	80	/	/	SYM
ajlm-948	34	81	rif	rif	PROPN
ajlm-948	35	1	[	[	X
ajlm-948	35	2	mycobacterium	mycobacterium	NOUN
ajlm-948	35	3	tuberculosis	tuberculosis	NOUN
ajlm-948	35	4	dna	dna	NOUN
ajlm-948	35	5	/	/	SYM
ajlm-948	35	6	resistance	resistance	NOUN
ajlm-948	35	7	to	to	ADP
ajlm-948	35	8	rifampicin	rifampicin	VERB
ajlm-948	35	9	)	)	PUNCT
ajlm-948	35	10	and	and	CCONJ
ajlm-948	35	11	syphilis	syphili	NOUN
ajlm-948	35	12	(	(	PUNCT
ajlm-948	35	13	rapid	rapid	ADJ
ajlm-948	35	14	plasma	plasma	NOUN
ajlm-948	35	15	reagin	reagin	NOUN
ajlm-948	35	16	and	and	CCONJ
ajlm-948	35	17	treponema	treponema	VERB
ajlm-948	35	18	pallidum	pallidum	NOUN
ajlm-948	35	19	antibodies	antibodie	VERB
ajlm-948	35	20	)	)	PUNCT
ajlm-948	35	21	and	and	CCONJ
ajlm-948	35	22	,	,	PUNCT
ajlm-948	35	23	lastly	lastly	ADV
ajlm-948	35	24	,	,	PUNCT
ajlm-948	35	25	cluster	cluster	NOUN
ajlm-948	35	26	of	of	ADP
ajlm-948	35	27	differentiation	differentiation	NOUN
ajlm-948	35	28	4	4	NUM
ajlm-948	35	29	(	(	PUNCT
ajlm-948	35	30	cd4	cd4	PROPN
ajlm-948	35	31	)	)	PUNCT
ajlm-948	35	32	testing	testing	NOUN
ajlm-948	35	33	.	.	PUNCT
ajlm-948	36	1	proxy	proxy	ADJ
ajlm-948	36	2	marker	marker	NOUN
ajlm-948	36	3	analytes	analyte	NOUN
ajlm-948	36	4	are	be	AUX
ajlm-948	36	5	used	use	VERB
ajlm-948	36	6	to	to	PART
ajlm-948	36	7	assess	assess	VERB
ajlm-948	36	8	performance	performance	NOUN
ajlm-948	36	9	of	of	ADP
ajlm-948	36	10	the	the	DET
ajlm-948	36	11	respective	respective	ADJ
ajlm-948	36	12	matched	match	VERB
ajlm-948	36	13	assay	assay	NOUN
ajlm-948	36	14	panel	panel	NOUN
ajlm-948	36	15	,	,	PUNCT
ajlm-948	36	16	for	for	ADP
ajlm-948	36	17	example	example	NOUN
ajlm-948	36	18	creatinine	creatinine	NOUN
ajlm-948	36	19	is	be	AUX
ajlm-948	36	20	used	use	VERB
ajlm-948	36	21	as	as	ADP
ajlm-948	36	22	the	the	DET
ajlm-948	36	23	proxy	proxy	NOUN
ajlm-948	36	24	test	test	NOUN
ajlm-948	36	25	to	to	PART
ajlm-948	36	26	review	review	VERB
ajlm-948	36	27	the	the	DET
ajlm-948	36	28	urea	urea	NOUN
ajlm-948	36	29	and	and	CCONJ
ajlm-948	36	30	electrolytes	electrolyte	NOUN
ajlm-948	36	31	performance	performance	NOUN
ajlm-948	36	32	.	.	PUNCT
ajlm-948	37	1	each	each	DET
ajlm-948	37	2	test	test	NOUN
ajlm-948	37	3	has	have	AUX
ajlm-948	37	4	its	its	PRON
ajlm-948	37	5	own	own	ADJ
ajlm-948	37	6	predetermined	predetermine	VERB
ajlm-948	37	7	tat	tat	NOUN
ajlm-948	37	8	determined	determine	VERB
ajlm-948	37	9	at	at	ADP
ajlm-948	37	10	the	the	DET
ajlm-948	37	11	local	local	ADJ
ajlm-948	37	12	level	level	NOUN
ajlm-948	37	13	according	accord	VERB
ajlm-948	37	14	to	to	ADP
ajlm-948	37	15	the	the	DET
ajlm-948	37	16	level	level	NOUN
ajlm-948	37	17	of	of	ADP
ajlm-948	37	18	care	care	NOUN
ajlm-948	37	19	,	,	PUNCT
ajlm-948	37	20	with	with	SCONJ
ajlm-948	37	21	absolute	absolute	ADJ
ajlm-948	37	22	national	national	ADJ
ajlm-948	37	23	app	app	NOUN
ajlm-948	37	24	cut	cut	NOUN
ajlm-948	37	25	-	-	PUNCT
ajlm-948	37	26	offs	off	NOUN
ajlm-948	37	27	noted	note	VERB
ajlm-948	37	28	.	.	PUNCT
ajlm-948	38	1	global	global	ADJ
ajlm-948	38	2	tat	tat	NOUN
ajlm-948	38	3	outcomes	outcome	NOUN
ajlm-948	38	4	for	for	ADP
ajlm-948	38	5	each	each	DET
ajlm-948	38	6	test	test	NOUN
ajlm-948	38	7	are	be	AUX
ajlm-948	38	8	reported	report	VERB
ajlm-948	38	9	according	accord	VERB
ajlm-948	38	10	to	to	ADP
ajlm-948	38	11	specifically	specifically	ADV
ajlm-948	38	12	stipulated	stipulate	VERB
ajlm-948	38	13	,	,	PUNCT
ajlm-948	38	14	organisation	organisation	NOUN
ajlm-948	38	15	-	-	PUNCT
ajlm-948	38	16	determined	determine	VERB
ajlm-948	38	17	tat	tat	NOUN
ajlm-948	38	18	app	app	NOUN
ajlm-948	38	19	at	at	ADP
ajlm-948	38	20	the	the	DET
ajlm-948	38	21	national	national	ADJ
ajlm-948	38	22	level	level	NOUN
ajlm-948	38	23	and	and	CCONJ
ajlm-948	38	24	are	be	AUX
ajlm-948	38	25	described	describe	VERB
ajlm-948	38	26	elsewhere.2,7	elsewhere.2,7	PROPN
ajlm-948	38	27	national	national	ADJ
ajlm-948	38	28	app	app	NOUN
ajlm-948	38	29	cut	cut	NOUN
ajlm-948	38	30	-	-	PUNCT
ajlm-948	38	31	offs	off	NOUN
ajlm-948	38	32	are	be	AUX
ajlm-948	38	33	set	set	VERB
ajlm-948	38	34	bearing	bear	VERB
ajlm-948	38	35	in	in	ADP
ajlm-948	38	36	mind	mind	NOUN
ajlm-948	38	37	the	the	DET
ajlm-948	38	38	multi	multi	ADJ
ajlm-948	38	39	-	-	ADJ
ajlm-948	38	40	tiered	tiere	VERB
ajlm-948	38	41	service	service	NOUN
ajlm-948	38	42	that	that	PRON
ajlm-948	38	43	accommodates	accommodate	VERB
ajlm-948	38	44	reporting	report	VERB
ajlm-948	38	45	from	from	ADP
ajlm-948	38	46	primary	primary	ADJ
ajlm-948	38	47	health	health	NOUN
ajlm-948	38	48	care	care	NOUN
ajlm-948	38	49	referral	referral	NOUN
ajlm-948	38	50	to	to	ADP
ajlm-948	38	51	large	large	ADJ
ajlm-948	38	52	tertiary	tertiary	ADJ
ajlm-948	38	53	centres	centre	NOUN
ajlm-948	38	54	that	that	PRON
ajlm-948	38	55	may	may	AUX
ajlm-948	38	56	offer	offer	VERB
ajlm-948	38	57	emergency	emergency	NOUN
ajlm-948	38	58	services	service	NOUN
ajlm-948	38	59	,	,	PUNCT
ajlm-948	38	60	and	and	CCONJ
ajlm-948	38	61	do	do	AUX
ajlm-948	38	62	not	not	PART
ajlm-948	38	63	necessarily	necessarily	ADV
ajlm-948	38	64	reflect	reflect	VERB
ajlm-948	38	65	the	the	DET
ajlm-948	38	66	respective	respective	ADJ
ajlm-948	38	67	individual	individual	NOUN
ajlm-948	38	68	,	,	PUNCT
ajlm-948	38	69	laboratory	laboratory	NOUN
ajlm-948	38	70	-	-	PUNCT
ajlm-948	38	71	stipulated	stipulate	VERB
ajlm-948	38	72	tat	tat	NOUN
ajlm-948	38	73	,	,	PUNCT
ajlm-948	38	74	which	which	PRON
ajlm-948	38	75	may	may	AUX
ajlm-948	38	76	be	be	AUX
ajlm-948	38	77	self	self	NOUN
ajlm-948	38	78	-	-	PUNCT
ajlm-948	38	79	determined	determine	VERB
ajlm-948	38	80	by	by	ADP
ajlm-948	38	81	laboratories	laboratory	NOUN
ajlm-948	38	82	based	base	VERB
ajlm-948	38	83	on	on	ADP
ajlm-948	38	84	their	their	PRON
ajlm-948	38	85	local	local	ADJ
ajlm-948	38	86	clinical	clinical	ADJ
ajlm-948	38	87	needs	need	NOUN
ajlm-948	38	88	.	.	PUNCT
ajlm-948	39	1	armed	arm	VERB
ajlm-948	39	2	with	with	ADP
ajlm-948	39	3	the	the	DET
ajlm-948	39	4	knowledge	knowledge	NOUN
ajlm-948	39	5	of	of	ADP
ajlm-948	39	6	tat	tat	NOUN
ajlm-948	39	7	and	and	CCONJ
ajlm-948	39	8	which	which	DET
ajlm-948	39	9	tests	test	NOUN
ajlm-948	39	10	are	be	AUX
ajlm-948	39	11	identified	identify	VERB
ajlm-948	39	12	as	as	ADP
ajlm-948	39	13	poor	poor	ADJ
ajlm-948	39	14	performers	performer	NOUN
ajlm-948	39	15	in	in	ADP
ajlm-948	39	16	the	the	DET
ajlm-948	39	17	interactive	interactive	ADJ
ajlm-948	39	18	dashboard	dashboard	NOUN
ajlm-948	39	19	,	,	PUNCT
ajlm-948	39	20	laboratory	laboratory	NOUN
ajlm-948	39	21	managers	manager	NOUN
ajlm-948	39	22	can	can	AUX
ajlm-948	39	23	identify	identify	VERB
ajlm-948	39	24	and	and	CCONJ
ajlm-948	39	25	address	address	VERB
ajlm-948	39	26	areas	area	NOUN
ajlm-948	39	27	of	of	ADP
ajlm-948	39	28	concern	concern	NOUN
ajlm-948	39	29	through	through	ADP
ajlm-948	39	30	review	review	NOUN
ajlm-948	39	31	of	of	ADP
ajlm-948	39	32	the	the	DET
ajlm-948	39	33	contributing	contribute	VERB
ajlm-948	39	34	causes.8	causes.8	PROPN
ajlm-948	39	35	this	this	PRON
ajlm-948	39	36	is	be	AUX
ajlm-948	39	37	achieved	achieve	VERB
ajlm-948	39	38	through	through	ADP
ajlm-948	39	39	root	root	NOUN
ajlm-948	39	40	cause	cause	NOUN
ajlm-948	39	41	analysis	analysis	NOUN
ajlm-948	39	42	,	,	PUNCT
ajlm-948	39	43	a	a	DET
ajlm-948	39	44	method	method	NOUN
ajlm-948	39	45	of	of	ADP
ajlm-948	39	46	problem	problem	NOUN
ajlm-948	39	47	-	-	PUNCT
ajlm-948	39	48	solving	solving	NOUN
ajlm-948	39	49	used	use	VERB
ajlm-948	39	50	to	to	PART
ajlm-948	39	51	identify	identify	VERB
ajlm-948	39	52	the	the	DET
ajlm-948	39	53	root	root	NOUN
ajlm-948	39	54	causes	cause	NOUN
ajlm-948	39	55	(	(	PUNCT
ajlm-948	39	56	faults	fault	NOUN
ajlm-948	39	57	or	or	CCONJ
ajlm-948	39	58	problems	problem	NOUN
ajlm-948	39	59	)	)	PUNCT
ajlm-948	39	60	and	and	CCONJ
ajlm-948	39	61	determine	determine	VERB
ajlm-948	39	62	the	the	DET
ajlm-948	39	63	most	most	ADV
ajlm-948	39	64	probable	probable	ADJ
ajlm-948	39	65	underlying	underlying	ADJ
ajlm-948	39	66	causes	cause	NOUN
ajlm-948	39	67	of	of	ADP
ajlm-948	39	68	error.8	error.8	PROPN
ajlm-948	39	69	the	the	DET
ajlm-948	39	70	ultimate	ultimate	ADJ
ajlm-948	39	71	aim	aim	NOUN
ajlm-948	39	72	of	of	ADP
ajlm-948	39	73	root	root	NOUN
ajlm-948	39	74	cause	cause	VERB
ajlm-948	39	75	analysis	analysis	NOUN
ajlm-948	39	76	in	in	ADP
ajlm-948	39	77	tat	tat	ADJ
ajlm-948	39	78	monitoring	monitoring	NOUN
ajlm-948	39	79	is	be	AUX
ajlm-948	39	80	to	to	PART
ajlm-948	39	81	formulate	formulate	VERB
ajlm-948	39	82	corrective	corrective	ADJ
ajlm-948	39	83	actions	action	NOUN
ajlm-948	39	84	that	that	PRON
ajlm-948	39	85	either	either	CCONJ
ajlm-948	39	86	mitigate	mitigate	VERB
ajlm-948	39	87	or	or	CCONJ
ajlm-948	39	88	eliminate	eliminate	VERB
ajlm-948	39	89	the	the	DET
ajlm-948	39	90	identified	identify	VERB
ajlm-948	39	91	causes	cause	NOUN
ajlm-948	39	92	to	to	PART
ajlm-948	39	93	return	return	VERB
ajlm-948	39	94	tat	tat	NOUN
ajlm-948	39	95	efficiency	efficiency	NOUN
ajlm-948	39	96	and	and	CCONJ
ajlm-948	39	97	performance	performance	NOUN
ajlm-948	39	98	to	to	ADP
ajlm-948	39	99	acceptable	acceptable	ADJ
ajlm-948	39	100	levels	level	NOUN
ajlm-948	39	101	.	.	PUNCT
ajlm-948	40	1	the	the	DET
ajlm-948	40	2	aim	aim	NOUN
ajlm-948	40	3	of	of	ADP
ajlm-948	40	4	this	this	DET
ajlm-948	40	5	study	study	NOUN
ajlm-948	40	6	was	be	AUX
ajlm-948	40	7	to	to	PART
ajlm-948	40	8	report	report	VERB
ajlm-948	40	9	on	on	ADP
ajlm-948	40	10	the	the	DET
ajlm-948	40	11	impact	impact	NOUN
ajlm-948	40	12	of	of	ADP
ajlm-948	40	13	an	an	DET
ajlm-948	40	14	interactive	interactive	ADJ
ajlm-948	40	15	dashboard	dashboard	NOUN
ajlm-948	40	16	that	that	PRON
ajlm-948	40	17	provides	provide	VERB
ajlm-948	40	18	weekly	weekly	ADJ
ajlm-948	40	19	information	information	NOUN
ajlm-948	40	20	about	about	ADP
ajlm-948	40	21	tat	tat	NOUN
ajlm-948	40	22	and	and	CCONJ
ajlm-948	40	23	enables	enable	VERB
ajlm-948	40	24	laboratory	laboratory	NOUN
ajlm-948	40	25	and	and	CCONJ
ajlm-948	40	26	senior	senior	ADJ
ajlm-948	40	27	managers	manager	NOUN
ajlm-948	40	28	to	to	PART
ajlm-948	40	29	monitor	monitor	VERB
ajlm-948	40	30	tat	tat	NOUN
ajlm-948	40	31	and	and	CCONJ
ajlm-948	40	32	identify	identify	VERB
ajlm-948	40	33	problematic	problematic	ADJ
ajlm-948	40	34	areas	area	NOUN
ajlm-948	40	35	for	for	ADP
ajlm-948	40	36	corrective	corrective	ADJ
ajlm-948	40	37	action	action	NOUN
ajlm-948	40	38	.	.	PUNCT
ajlm-948	41	1	the	the	DET
ajlm-948	41	2	hypothesis	hypothesis	NOUN
ajlm-948	41	3	was	be	AUX
ajlm-948	41	4	that	that	SCONJ
ajlm-948	41	5	an	an	DET
ajlm-948	41	6	interactive	interactive	ADJ
ajlm-948	41	7	tat	tat	NOUN
ajlm-948	41	8	dashboard	dashboard	NOUN
ajlm-948	41	9	delivering	deliver	VERB
ajlm-948	41	10	week	week	NOUN
ajlm-948	41	11	-	-	PUNCT
ajlm-948	41	12	by	by	ADP
ajlm-948	41	13	-	-	PUNCT
ajlm-948	41	14	week	week	NOUN
ajlm-948	41	15	information	information	NOUN
ajlm-948	41	16	about	about	ADP
ajlm-948	41	17	laboratory	laboratory	NOUN
ajlm-948	41	18	tat	tat	NOUN
ajlm-948	41	19	provides	provide	VERB
ajlm-948	41	20	the	the	DET
ajlm-948	41	21	impetus	impetus	NOUN
ajlm-948	41	22	for	for	ADP
ajlm-948	41	23	continuous	continuous	ADJ
ajlm-948	41	24	service	service	NOUN
ajlm-948	41	25	review	review	NOUN
ajlm-948	41	26	and	and	CCONJ
ajlm-948	41	27	implementation	implementation	NOUN
ajlm-948	41	28	of	of	ADP
ajlm-948	41	29	appropriate	appropriate	ADJ
ajlm-948	41	30	corrective	corrective	ADJ
ajlm-948	41	31	action	action	NOUN
ajlm-948	41	32	,	,	PUNCT
ajlm-948	41	33	where	where	SCONJ
ajlm-948	41	34	required	require	VERB
ajlm-948	41	35	,	,	PUNCT
ajlm-948	41	36	to	to	PART
ajlm-948	41	37	ensure	ensure	VERB
ajlm-948	41	38	the	the	DET
ajlm-948	41	39	timeliness	timeliness	NOUN
ajlm-948	41	40	of	of	ADP
ajlm-948	41	41	laboratory	laboratory	NOUN
ajlm-948	41	42	reporting	reporting	NOUN
ajlm-948	41	43	.	.	PUNCT
ajlm-948	42	1	data	datum	NOUN
ajlm-948	42	2	are	be	AUX
ajlm-948	42	3	presented	present	VERB
ajlm-948	42	4	from	from	ADP
ajlm-948	42	5	a	a	DET
ajlm-948	42	6	single	single	ADJ
ajlm-948	42	7	,	,	PUNCT
ajlm-948	42	8	busy	busy	ADJ
ajlm-948	42	9	,	,	PUNCT
ajlm-948	42	10	routine	routine	ADJ
ajlm-948	42	11	automated	automate	VERB
ajlm-948	42	12	clinical	clinical	ADJ
ajlm-948	42	13	pathology	pathology	NOUN
ajlm-948	42	14	laboratory	laboratory	NOUN
ajlm-948	42	15	at	at	ADP
ajlm-948	42	16	a	a	DET
ajlm-948	42	17	large	large	ADJ
ajlm-948	42	18	regional	regional	ADJ
ajlm-948	42	19	hospital	hospital	NOUN
ajlm-948	42	20	to	to	PART
ajlm-948	42	21	reveal	reveal	VERB
ajlm-948	42	22	how	how	SCONJ
ajlm-948	42	23	the	the	DET
ajlm-948	42	24	described	describe	VERB
ajlm-948	42	25	tat	tat	NOUN
ajlm-948	42	26	dashboard	dashboard	NOUN
ajlm-948	42	27	served	serve	VERB
ajlm-948	42	28	to	to	PART
ajlm-948	42	29	continually	continually	ADV
ajlm-948	42	30	highlight	highlight	VERB
ajlm-948	42	31	ongoing	ongoing	ADJ
ajlm-948	42	32	tat	tat	NOUN
ajlm-948	42	33	delays	delay	NOUN
ajlm-948	42	34	for	for	ADP
ajlm-948	42	35	urea	urea	NOUN
ajlm-948	42	36	and	and	CCONJ
ajlm-948	42	37	electrolyte	electrolyte	NOUN
ajlm-948	42	38	(	(	PUNCT
ajlm-948	42	39	creatinine	creatinine	NOUN
ajlm-948	42	40	)	)	PUNCT
ajlm-948	42	41	result	result	VERB
ajlm-948	42	42	reporting	reporting	NOUN
ajlm-948	42	43	and	and	CCONJ
ajlm-948	42	44	,	,	PUNCT
ajlm-948	42	45	ultimately	ultimately	ADV
ajlm-948	42	46	,	,	PUNCT
ajlm-948	42	47	facilitated	facilitate	VERB
ajlm-948	42	48	sustained	sustain	VERB
ajlm-948	42	49	corrective	corrective	ADJ
ajlm-948	42	50	action	action	NOUN
ajlm-948	42	51	.	.	PUNCT
ajlm-948	43	1	methods	method	NOUN
ajlm-948	43	2	ethical	ethical	ADJ
ajlm-948	43	3	considerations	consideration	NOUN
ajlm-948	43	4	ethics	ethic	NOUN
ajlm-948	43	5	clearance	clearance	NOUN
ajlm-948	43	6	was	be	AUX
ajlm-948	43	7	obtained	obtain	VERB
ajlm-948	43	8	from	from	ADP
ajlm-948	43	9	the	the	DET
ajlm-948	43	10	university	university	NOUN
ajlm-948	43	11	of	of	ADP
ajlm-948	43	12	the	the	DET
ajlm-948	43	13	witwatersrand	witwatersrand	NOUN
ajlm-948	43	14	(	(	PUNCT
ajlm-948	43	15	study	study	VERB
ajlm-948	43	16	approval	approval	NOUN
ajlm-948	43	17	number	number	NOUN
ajlm-948	43	18	:	:	PUNCT
ajlm-948	43	19	m1706108	m1706108	PROPN
ajlm-948	43	20	)	)	PUNCT
ajlm-948	43	21	.	.	PUNCT
ajlm-948	44	1	no	no	DET
ajlm-948	44	2	patient	patient	ADJ
ajlm-948	44	3	identifiers	identifier	NOUN
ajlm-948	44	4	were	be	AUX
ajlm-948	44	5	extracted	extract	VERB
ajlm-948	44	6	with	with	ADP
ajlm-948	44	7	data	datum	NOUN
ajlm-948	44	8	.	.	PUNCT
ajlm-948	45	1	study	study	NOUN
ajlm-948	45	2	design	design	NOUN
ajlm-948	45	3	and	and	CCONJ
ajlm-948	45	4	samples	sample	NOUN
ajlm-948	45	5	used	use	VERB
ajlm-948	45	6	a	a	DET
ajlm-948	45	7	retrospective	retrospective	ADJ
ajlm-948	45	8	descriptive	descriptive	ADJ
ajlm-948	45	9	study	study	NOUN
ajlm-948	45	10	design	design	NOUN
ajlm-948	45	11	was	be	AUX
ajlm-948	45	12	used	use	VERB
ajlm-948	45	13	to	to	PART
ajlm-948	45	14	analyse	analyse	VERB
ajlm-948	45	15	laboratory	laboratory	NOUN
ajlm-948	45	16	data	datum	NOUN
ajlm-948	45	17	and	and	CCONJ
ajlm-948	45	18	highlight	highlight	VERB
ajlm-948	45	19	the	the	DET
ajlm-948	45	20	impact	impact	NOUN
ajlm-948	45	21	of	of	ADP
ajlm-948	45	22	interventions	intervention	NOUN
ajlm-948	45	23	by	by	ADP
ajlm-948	45	24	observing	observe	VERB
ajlm-948	45	25	trends	trend	NOUN
ajlm-948	45	26	.	.	PUNCT
ajlm-948	46	1	qualitative	qualitative	ADJ
ajlm-948	46	2	focus	focus	NOUN
ajlm-948	46	3	group	group	NOUN
ajlm-948	46	4	sessions	session	NOUN
ajlm-948	46	5	were	be	AUX
ajlm-948	46	6	used	use	VERB
ajlm-948	46	7	to	to	PART
ajlm-948	46	8	unpack	unpack	VERB
ajlm-948	46	9	the	the	DET
ajlm-948	46	10	root	root	NOUN
ajlm-948	46	11	causes	cause	NOUN
ajlm-948	46	12	of	of	ADP
ajlm-948	46	13	poor	poor	ADJ
ajlm-948	46	14	performance	performance	NOUN
ajlm-948	46	15	.	.	PUNCT
ajlm-948	47	1	convenience	convenience	NOUN
ajlm-948	47	2	sampling	sampling	NOUN
ajlm-948	47	3	was	be	AUX
ajlm-948	47	4	used	use	VERB
ajlm-948	47	5	.	.	PUNCT
ajlm-948	48	1	for	for	ADP
ajlm-948	48	2	the	the	DET
ajlm-948	48	3	purpose	purpose	NOUN
ajlm-948	48	4	of	of	ADP
ajlm-948	48	5	this	this	DET
ajlm-948	48	6	study	study	NOUN
ajlm-948	48	7	,	,	PUNCT
ajlm-948	48	8	the	the	DET
ajlm-948	48	9	tat	tat	NOUN
ajlm-948	48	10	performance	performance	NOUN
ajlm-948	48	11	for	for	ADP
ajlm-948	48	12	creatinine	creatinine	NOUN
ajlm-948	48	13	testing	testing	NOUN
ajlm-948	48	14	,	,	PUNCT
ajlm-948	48	15	which	which	PRON
ajlm-948	48	16	had	have	VERB
ajlm-948	48	17	poor	poor	ADJ
ajlm-948	48	18	tat	tat	NOUN
ajlm-948	48	19	at	at	ADP
ajlm-948	48	20	the	the	DET
ajlm-948	48	21	start	start	NOUN
ajlm-948	48	22	of	of	ADP
ajlm-948	48	23	the	the	DET
ajlm-948	48	24	study	study	NOUN
ajlm-948	48	25	,	,	PUNCT
ajlm-948	48	26	was	be	AUX
ajlm-948	48	27	used	use	VERB
ajlm-948	48	28	to	to	PART
ajlm-948	48	29	demonstrate	demonstrate	VERB
ajlm-948	48	30	how	how	SCONJ
ajlm-948	48	31	dashboard	dashboard	NOUN
ajlm-948	48	32	monitoring	monitoring	NOUN
ajlm-948	48	33	of	of	ADP
ajlm-948	48	34	tat	tat	NOUN
ajlm-948	48	35	could	could	AUX
ajlm-948	48	36	highlight	highlight	VERB
ajlm-948	48	37	and	and	CCONJ
ajlm-948	48	38	impact	impact	VERB
ajlm-948	48	39	the	the	DET
ajlm-948	48	40	tat	tat	NOUN
ajlm-948	48	41	.	.	PUNCT
ajlm-948	48	42	creatinine	creatinine	PROPN
ajlm-948	48	43	testing	testing	NOUN
ajlm-948	48	44	outcomes	outcome	NOUN
ajlm-948	48	45	were	be	AUX
ajlm-948	48	46	reported	report	VERB
ajlm-948	48	47	with	with	ADP
ajlm-948	48	48	an	an	DET
ajlm-948	48	49	app	app	NOUN
ajlm-948	48	50	cut	cut	NOUN
ajlm-948	48	51	-	-	PUNCT
ajlm-948	48	52	off	off	NOUN
ajlm-948	48	53	of	of	ADP
ajlm-948	48	54	90	90	NUM
ajlm-948	48	55	%	%	NOUN
ajlm-948	48	56	within	within	ADP
ajlm-948	48	57	5	5	NUM
ajlm-948	48	58	hours.2	hours.2	ADJ
ajlm-948	48	59	weekly	weekly	ADJ
ajlm-948	48	60	tat	tat	NOUN
ajlm-948	48	61	data	datum	NOUN
ajlm-948	48	62	,	,	PUNCT
ajlm-948	48	63	from	from	ADP
ajlm-948	48	64	the	the	DET
ajlm-948	48	65	week	week	NOUN
ajlm-948	48	66	ending	end	VERB
ajlm-948	48	67	07	07	NUM
ajlm-948	48	68	august	august	PROPN
ajlm-948	48	69	2016	2016	NUM
ajlm-948	48	70	(	(	PUNCT
ajlm-948	48	71	01	01	NUM
ajlm-948	48	72	august	august	PROPN
ajlm-948	48	73	2016	2016	NUM
ajlm-948	48	74	to	to	ADP
ajlm-948	48	75	07	07	NUM
ajlm-948	48	76	august	august	PROPN
ajlm-948	48	77	2016	2016	NUM
ajlm-948	48	78	)	)	PUNCT
ajlm-948	48	79	to	to	ADP
ajlm-948	48	80	the	the	DET
ajlm-948	48	81	week	week	NOUN
ajlm-948	48	82	ending	end	VERB
ajlm-948	48	83	02	02	NUM
ajlm-948	48	84	december	december	PROPN
ajlm-948	48	85	2018	2018	NUM
ajlm-948	48	86	(	(	PUNCT
ajlm-948	48	87	26	26	NUM
ajlm-948	48	88	november	november	PROPN
ajlm-948	48	89	2018	2018	NUM
ajlm-948	48	90	to	to	ADP
ajlm-948	48	91	02	02	NUM
ajlm-948	48	92	december	december	PROPN
ajlm-948	48	93	2018	2018	NUM
ajlm-948	48	94	)	)	PUNCT
ajlm-948	48	95	was	be	AUX
ajlm-948	48	96	reviewed	review	VERB
ajlm-948	48	97	(	(	PUNCT
ajlm-948	48	98	122	122	NUM
ajlm-948	48	99	weeks	week	NOUN
ajlm-948	48	100	)	)	PUNCT
ajlm-948	48	101	.	.	PUNCT
ajlm-948	49	1	data	datum	NOUN
ajlm-948	49	2	extraction	extraction	NOUN
ajlm-948	49	3	and	and	CCONJ
ajlm-948	49	4	turnaround	turnaround	NOUN
ajlm-948	49	5	time	time	NOUN
ajlm-948	49	6	definition	definition	NOUN
ajlm-948	49	7	the	the	DET
ajlm-948	49	8	data	datum	NOUN
ajlm-948	49	9	extract	extract	NOUN
ajlm-948	49	10	contained	contain	VERB
ajlm-948	49	11	the	the	DET
ajlm-948	49	12	following	following	ADJ
ajlm-948	49	13	variables	variable	NOUN
ajlm-948	49	14	:	:	PUNCT
ajlm-948	49	15	(	(	PUNCT
ajlm-948	49	16	1	1	X
ajlm-948	49	17	)	)	PUNCT
ajlm-948	49	18	report	report	NOUN
ajlm-948	49	19	week	week	NOUN
ajlm-948	49	20	ending	end	VERB
ajlm-948	49	21	date	date	NOUN
ajlm-948	49	22	,	,	PUNCT
ajlm-948	49	23	for	for	ADP
ajlm-948	49	24	example	example	NOUN
ajlm-948	49	25	23	23	NUM
ajlm-948	49	26	october	october	NOUN
ajlm-948	49	27	2016	2016	NUM
ajlm-948	49	28	(	(	PUNCT
ajlm-948	49	29	monday	monday	PROPN
ajlm-948	49	30	to	to	ADP
ajlm-948	49	31	sunday	sunday	PROPN
ajlm-948	49	32	)	)	PUNCT
ajlm-948	49	33	,	,	PUNCT
ajlm-948	49	34	(	(	PUNCT
ajlm-948	49	35	2	2	X
ajlm-948	49	36	)	)	PUNCT
ajlm-948	49	37	laboratory	laboratory	NOUN
ajlm-948	49	38	name	name	NOUN
ajlm-948	49	39	,	,	PUNCT
ajlm-948	49	40	(	(	PUNCT
ajlm-948	49	41	3	3	X
ajlm-948	49	42	)	)	PUNCT
ajlm-948	49	43	test	test	NOUN
ajlm-948	49	44	method	method	NOUN
ajlm-948	49	45	name	name	NOUN
ajlm-948	49	46	,	,	PUNCT
ajlm-948	49	47	(	(	PUNCT
ajlm-948	49	48	4	4	X
ajlm-948	49	49	)	)	PUNCT
ajlm-948	49	50	tat	tat	NOUN
ajlm-948	49	51	cut	cut	NOUN
ajlm-948	49	52	-	-	PUNCT
ajlm-948	49	53	off	off	NOUN
ajlm-948	49	54	,	,	PUNCT
ajlm-948	49	55	(	(	PUNCT
ajlm-948	49	56	5	5	X
ajlm-948	49	57	)	)	PUNCT
ajlm-948	49	58	test	test	NOUN
ajlm-948	49	59	volumes	volume	NOUN
ajlm-948	49	60	,	,	PUNCT
ajlm-948	49	61	(	(	PUNCT
ajlm-948	49	62	6	6	X
ajlm-948	49	63	)	)	PUNCT
ajlm-948	49	64	percentage	percentage	NOUN
ajlm-948	49	65	of	of	ADP
ajlm-948	49	66	within	within	ADP
ajlm-948	49	67	cut	cut	NOUN
ajlm-948	49	68	-	-	PUNCT
ajlm-948	49	69	off	off	ADP
ajlm-948	49	70	tat	tat	NOUN
ajlm-948	49	71	,	,	PUNCT
ajlm-948	49	72	(	(	PUNCT
ajlm-948	49	73	7	7	X
ajlm-948	49	74	)	)	PUNCT
ajlm-948	49	75	median	median	ADJ
ajlm-948	49	76	tat	tat	NOUN
ajlm-948	49	77	,	,	PUNCT
ajlm-948	49	78	(	(	PUNCT
ajlm-948	49	79	8)	8)	NUM
ajlm-948	49	80	75th	75th	ADJ
ajlm-948	49	81	percentile	percentile	ADJ
ajlm-948	49	82	tat	tat	NOUN
ajlm-948	49	83	,	,	PUNCT
ajlm-948	49	84	(	(	PUNCT
ajlm-948	49	85	9	9	X
ajlm-948	49	86	)	)	PUNCT
ajlm-948	49	87	inter	inter	ADJ
ajlm-948	49	88	-	-	ADJ
ajlm-948	49	89	laboratory	laboratory	ADJ
ajlm-948	49	90	referral	referral	NOUN
ajlm-948	49	91	75th	75th	ADJ
ajlm-948	49	92	percentile	percentile	ADJ
ajlm-948	49	93	tat	tat	NOUN
ajlm-948	49	94	,	,	PUNCT
ajlm-948	49	95	(	(	PUNCT
ajlm-948	49	96	10	10	NUM
ajlm-948	49	97	)	)	PUNCT
ajlm-948	49	98	testing	testing	NOUN
ajlm-948	49	99	75th	75th	ADJ
ajlm-948	49	100	percentile	percentile	ADJ
ajlm-948	49	101	tat	tat	NOUN
ajlm-948	49	102	and	and	CCONJ
ajlm-948	49	103	(	(	PUNCT
ajlm-948	49	104	11	11	NUM
ajlm-948	49	105	)	)	PUNCT
ajlm-948	49	106	review	review	NOUN
ajlm-948	49	107	75th	75th	ADJ
ajlm-948	49	108	percentile	percentile	ADJ
ajlm-948	49	109	tat	tat	NOUN
ajlm-948	49	110	.	.	PUNCT
ajlm-948	50	1	all	all	PRON
ajlm-948	50	2	tat	tat	NOUN
ajlm-948	50	3	75th	75th	ADJ
ajlm-948	50	4	percentile	percentile	ADJ
ajlm-948	50	5	values	value	NOUN
ajlm-948	50	6	were	be	AUX
ajlm-948	50	7	reported	report	VERB
ajlm-948	50	8	in	in	ADP
ajlm-948	50	9	hours	hour	NOUN
ajlm-948	50	10	.	.	PUNCT
ajlm-948	51	1	each	each	DET
ajlm-948	51	2	week	week	NOUN
ajlm-948	51	3	was	be	AUX
ajlm-948	51	4	numbered	number	VERB
ajlm-948	51	5	,	,	PUNCT
ajlm-948	51	6	that	that	ADV
ajlm-948	51	7	is	is	ADV
ajlm-948	51	8	,	,	PUNCT
ajlm-948	51	9	1–122	1–122	NUM
ajlm-948	51	10	.	.	PUNCT
ajlm-948	51	11	tat	tat	PROPN
ajlm-948	51	12	data	datum	NOUN
ajlm-948	51	13	refer	refer	VERB
ajlm-948	51	14	to	to	ADP
ajlm-948	51	15	total	total	ADJ
ajlm-948	51	16	tat	tat	NOUN
ajlm-948	51	17	(	(	PUNCT
ajlm-948	51	18	i.e.	i.e.	X
ajlm-948	51	19	time	time	NOUN
ajlm-948	51	20	of	of	ADP
ajlm-948	51	21	first	first	ADJ
ajlm-948	51	22	registration	registration	NOUN
ajlm-948	51	23	to	to	ADP
ajlm-948	51	24	time	time	NOUN
ajlm-948	51	25	of	of	ADP
ajlm-948	51	26	result	result	NOUN
ajlm-948	51	27	release	release	NOUN
ajlm-948	51	28	after	after	ADP
ajlm-948	51	29	review	review	NOUN
ajlm-948	51	30	)	)	PUNCT
ajlm-948	51	31	if	if	SCONJ
ajlm-948	51	32	not	not	PART
ajlm-948	51	33	otherwise	otherwise	ADV
ajlm-948	51	34	specified	specify	VERB
ajlm-948	51	35	for	for	ADP
ajlm-948	51	36	tat	tat	NOUN
ajlm-948	51	37	components	component	NOUN
ajlm-948	51	38	.	.	PUNCT
ajlm-948	52	1	all	all	DET
ajlm-948	52	2	data	datum	NOUN
ajlm-948	52	3	were	be	AUX
ajlm-948	52	4	prepared	prepare	VERB
ajlm-948	52	5	and	and	CCONJ
ajlm-948	52	6	analysed	analyse	VERB
ajlm-948	52	7	using	use	VERB
ajlm-948	52	8	microsoft	microsoft	PROPN
ajlm-948	52	9	excel	excel	PROPN
ajlm-948	52	10	(	(	PUNCT
ajlm-948	52	11	redmond	redmond	PROPN
ajlm-948	52	12	,	,	PUNCT
ajlm-948	52	13	washington	washington	PROPN
ajlm-948	52	14	,	,	PUNCT
ajlm-948	52	15	united	unite	VERB
ajlm-948	52	16	states).4	states).4	PROPN
ajlm-948	52	17	the	the	DET
ajlm-948	52	18	testing	testing	NOUN
ajlm-948	52	19	tat	tat	NOUN
ajlm-948	52	20	time	time	NOUN
ajlm-948	52	21	interval	interval	NOUN
ajlm-948	52	22	was	be	AUX
ajlm-948	52	23	calculated	calculate	VERB
ajlm-948	52	24	from	from	ADP
ajlm-948	52	25	time	time	NOUN
ajlm-948	52	26	of	of	ADP
ajlm-948	52	27	registration	registration	NOUN
ajlm-948	52	28	in	in	ADP
ajlm-948	52	29	the	the	DET
ajlm-948	52	30	testing	testing	NOUN
ajlm-948	52	31	laboratory	laboratory	NOUN
ajlm-948	52	32	to	to	ADP
ajlm-948	52	33	time	time	NOUN
ajlm-948	52	34	of	of	ADP
ajlm-948	52	35	result	result	NOUN
ajlm-948	52	36	generation	generation	NOUN
ajlm-948	52	37	on	on	ADP
ajlm-948	52	38	the	the	DET
ajlm-948	52	39	analyser	analyser	NOUN
ajlm-948	52	40	interface	interface	NOUN
ajlm-948	52	41	.	.	PUNCT
ajlm-948	53	1	review	review	NOUN
ajlm-948	53	2	tat	tat	NOUN
ajlm-948	53	3	(	(	PUNCT
ajlm-948	53	4	tst	tst	NOUN
ajlm-948	53	5	-	-	PUNCT
ajlm-948	53	6	to	to	ADP
ajlm-948	53	7	-	-	PUNCT
ajlm-948	53	8	rvw	rvw	NOUN
ajlm-948	54	1	[	[	X
ajlm-948	54	2	test	test	NOUN
ajlm-948	54	3	-	-	PUNCT
ajlm-948	54	4	to	to	ADP
ajlm-948	54	5	-	-	PUNCT
ajlm-948	54	6	review	review	NOUN
ajlm-948	54	7	]	]	PUNCT
ajlm-948	54	8	)	)	PUNCT
ajlm-948	54	9	is	be	AUX
ajlm-948	54	10	the	the	DET
ajlm-948	54	11	time	time	NOUN
ajlm-948	54	12	taken	take	VERB
ajlm-948	54	13	by	by	ADP
ajlm-948	54	14	a	a	DET
ajlm-948	54	15	senior	senior	ADJ
ajlm-948	54	16	technologist	technologist	NOUN
ajlm-948	54	17	to	to	PART
ajlm-948	54	18	review	review	VERB
ajlm-948	54	19	the	the	DET
ajlm-948	54	20	patients	patient	NOUN
ajlm-948	54	21	’	'	PUNCT
ajlm-948	54	22	results	result	NOUN
ajlm-948	54	23	on	on	ADP
ajlm-948	54	24	the	the	DET
ajlm-948	54	25	laboratory	laboratory	NOUN
ajlm-948	54	26	information	information	NOUN
ajlm-948	54	27	system	system	NOUN
ajlm-948	54	28	,	,	PUNCT
ajlm-948	54	29	making	make	VERB
ajlm-948	54	30	sure	sure	ADJ
ajlm-948	54	31	all	all	DET
ajlm-948	54	32	quality	quality	NOUN
ajlm-948	54	33	checks	check	NOUN
ajlm-948	54	34	were	be	AUX
ajlm-948	54	35	adequately	adequately	ADV
ajlm-948	54	36	performed	perform	VERB
ajlm-948	54	37	before	before	ADP
ajlm-948	54	38	releasing	release	VERB
ajlm-948	54	39	(	(	PUNCT
ajlm-948	54	40	authorising	authorise	VERB
ajlm-948	54	41	)	)	PUNCT
ajlm-948	54	42	the	the	DET
ajlm-948	54	43	patients	patient	NOUN
ajlm-948	54	44	report	report	VERB
ajlm-948	54	45	.	.	PUNCT
ajlm-948	55	1	the	the	DET
ajlm-948	55	2	recorded	record	VERB
ajlm-948	55	3	time	time	NOUN
ajlm-948	55	4	interval	interval	NOUN
ajlm-948	55	5	,	,	PUNCT
ajlm-948	55	6	that	that	ADV
ajlm-948	55	7	is	is	ADV
ajlm-948	55	8	,	,	PUNCT
ajlm-948	55	9	the	the	DET
ajlm-948	55	10	review	review	NOUN
ajlm-948	55	11	tat	tat	NOUN
ajlm-948	55	12	,	,	PUNCT
ajlm-948	55	13	was	be	AUX
ajlm-948	55	14	calculated	calculate	VERB
ajlm-948	55	15	afterwards	afterwards	ADV
ajlm-948	55	16	for	for	ADP
ajlm-948	55	17	each	each	DET
ajlm-948	55	18	individual	individual	ADJ
ajlm-948	55	19	sample	sample	NOUN
ajlm-948	55	20	outcome	outcome	NOUN
ajlm-948	55	21	from	from	ADP
ajlm-948	55	22	the	the	DET
ajlm-948	55	23	time	time	NOUN
ajlm-948	55	24	of	of	ADP
ajlm-948	55	25	result	result	NOUN
ajlm-948	55	26	generation	generation	NOUN
ajlm-948	55	27	to	to	ADP
ajlm-948	55	28	the	the	DET
ajlm-948	55	29	time	time	NOUN
ajlm-948	55	30	of	of	ADP
ajlm-948	55	31	authorisation	authorisation	NOUN
ajlm-948	55	32	or	or	CCONJ
ajlm-948	55	33	review	review	NOUN
ajlm-948	55	34	.	.	PUNCT
ajlm-948	56	1	percentage	percentage	NOUN
ajlm-948	56	2	within	within	ADP
ajlm-948	56	3	cut	cut	NOUN
ajlm-948	56	4	-	-	PUNCT
ajlm-948	56	5	off	off	ADP
ajlm-948	56	6	turnaround	turnaround	NOUN
ajlm-948	56	7	time	time	NOUN
ajlm-948	56	8	analysis	analysis	NOUN
ajlm-948	56	9	the	the	DET
ajlm-948	56	10	percentage	percentage	NOUN
ajlm-948	56	11	of	of	ADP
ajlm-948	56	12	within	within	ADP
ajlm-948	56	13	cut	cut	NOUN
ajlm-948	56	14	-	-	PUNCT
ajlm-948	56	15	off	off	ADP
ajlm-948	56	16	tat	tat	NOUN
ajlm-948	56	17	was	be	AUX
ajlm-948	56	18	calculated	calculate	VERB
ajlm-948	56	19	as	as	SCONJ
ajlm-948	56	20	the	the	DET
ajlm-948	56	21	total	total	ADJ
ajlm-948	56	22	number	number	NOUN
ajlm-948	56	23	of	of	ADP
ajlm-948	56	24	samples	sample	NOUN
ajlm-948	56	25	meeting	meet	VERB
ajlm-948	56	26	the	the	DET
ajlm-948	56	27	organisation	organisation	NOUN
ajlm-948	56	28	’s	’s	PART
ajlm-948	56	29	tat	tat	NOUN
ajlm-948	56	30	cut	cut	NOUN
ajlm-948	56	31	-	-	PUNCT
ajlm-948	56	32	off	off	ADP
ajlm-948	56	33	criteria	criterion	NOUN
ajlm-948	56	34	of	of	ADP
ajlm-948	56	35	5	5	NUM
ajlm-948	56	36	h	h	NOUN
ajlm-948	56	37	for	for	ADP
ajlm-948	56	38	urea	urea	NOUN
ajlm-948	56	39	and	and	CCONJ
ajlm-948	56	40	electrolytes	electrolyte	NOUN
ajlm-948	56	41	testing	testing	NOUN
ajlm-948	56	42	divided	divide	VERB
ajlm-948	56	43	by	by	ADP
ajlm-948	56	44	the	the	DET
ajlm-948	56	45	total	total	ADJ
ajlm-948	56	46	number	number	NOUN
ajlm-948	56	47	of	of	ADP
ajlm-948	56	48	tests	test	NOUN
ajlm-948	56	49	performed	perform	VERB
ajlm-948	56	50	,	,	PUNCT
ajlm-948	56	51	expressed	express	VERB
ajlm-948	56	52	as	as	ADP
ajlm-948	56	53	a	a	DET
ajlm-948	56	54	percentage	percentage	NOUN
ajlm-948	56	55	,	,	PUNCT
ajlm-948	56	56	per	per	ADP
ajlm-948	56	57	week	week	NOUN
ajlm-948	56	58	.	.	PUNCT
ajlm-948	57	1	the	the	DET
ajlm-948	57	2	results	result	NOUN
ajlm-948	57	3	were	be	AUX
ajlm-948	57	4	reported	report	VERB
ajlm-948	57	5	as	as	ADP
ajlm-948	57	6	a	a	DET
ajlm-948	57	7	line	line	NOUN
ajlm-948	57	8	chart	chart	NOUN
ajlm-948	57	9	(	(	PUNCT
ajlm-948	57	10	indicating	indicate	VERB
ajlm-948	57	11	the	the	DET
ajlm-948	57	12	week	week	NOUN
ajlm-948	57	13	number	number	NOUN
ajlm-948	57	14	and	and	CCONJ
ajlm-948	57	15	app	app	PROPN
ajlm-948	57	16	cut	cut	PROPN
ajlm-948	57	17	-	-	PUNCT
ajlm-948	57	18	off	off	NOUN
ajlm-948	57	19	of	of	ADP
ajlm-948	57	20	90	90	NUM
ajlm-948	57	21	%	%	NOUN
ajlm-948	57	22	)	)	PUNCT
ajlm-948	57	23	.	.	PUNCT
ajlm-948	58	1	data	datum	NOUN
ajlm-948	58	2	were	be	AUX
ajlm-948	58	3	segmented	segment	VERB
ajlm-948	58	4	into	into	ADP
ajlm-948	58	5	three	three	NUM
ajlm-948	58	6	phases	phase	NOUN
ajlm-948	58	7	:	:	PUNCT
ajlm-948	58	8	(	(	PUNCT
ajlm-948	58	9	1	1	X
ajlm-948	58	10	)	)	PUNCT
ajlm-948	58	11	baseline	baseline	NOUN
ajlm-948	58	12	:	:	PUNCT
ajlm-948	58	13	week	week	NOUN
ajlm-948	58	14	1	1	NUM
ajlm-948	58	15	to	to	ADP
ajlm-948	58	16	44	44	NUM
ajlm-948	58	17	(	(	PUNCT
ajlm-948	58	18	week	week	NOUN
ajlm-948	58	19	ending	end	VERB
ajlm-948	58	20	04	04	NUM
ajlm-948	58	21	june	june	PROPN
ajlm-948	58	22	2017	2017	NUM
ajlm-948	58	23	)	)	PUNCT
ajlm-948	58	24	,	,	PUNCT
ajlm-948	58	25	(	(	PUNCT
ajlm-948	58	26	2	2	X
ajlm-948	58	27	)	)	PUNCT
ajlm-948	58	28	dashboard	dashboard	NOUN
ajlm-948	58	29	intervention	intervention	NOUN
ajlm-948	58	30	:	:	PUNCT
ajlm-948	58	31	week	week	NOUN
ajlm-948	58	32	45	45	NUM
ajlm-948	58	33	to	to	PART
ajlm-948	58	34	63	63	NUM
ajlm-948	58	35	(	(	PUNCT
ajlm-948	58	36	week	week	NOUN
ajlm-948	58	37	ending	end	VERB
ajlm-948	58	38	15	15	NUM
ajlm-948	58	39	october	october	NOUN
ajlm-948	58	40	2017	2017	NUM
ajlm-948	58	41	)	)	PUNCT
ajlm-948	58	42	and	and	CCONJ
ajlm-948	58	43	(	(	PUNCT
ajlm-948	58	44	3	3	X
ajlm-948	58	45	)	)	PUNCT
ajlm-948	58	46	post	post	NOUN
ajlm-948	58	47	-	-	NOUN
ajlm-948	58	48	intervention	intervention	NOUN
ajlm-948	58	49	from	from	ADP
ajlm-948	58	50	week	week	NOUN
ajlm-948	58	51	64	64	NUM
ajlm-948	58	52	to	to	ADP
ajlm-948	58	53	122	122	NUM
ajlm-948	58	54	(	(	PUNCT
ajlm-948	58	55	week	week	NOUN
ajlm-948	58	56	ending	end	VERB
ajlm-948	58	57	02	02	NUM
ajlm-948	58	58	december	december	PROPN
ajlm-948	58	59	2018	2018	NUM
ajlm-948	58	60	)	)	PUNCT
ajlm-948	58	61	.	.	PUNCT
ajlm-948	59	1	the	the	DET
ajlm-948	59	2	dashboard	dashboard	NOUN
ajlm-948	59	3	intervention	intervention	NOUN
ajlm-948	59	4	period	period	NOUN
ajlm-948	59	5	indicates	indicate	VERB
ajlm-948	59	6	the	the	DET
ajlm-948	59	7	switch	switch	NOUN
ajlm-948	59	8	from	from	ADP
ajlm-948	59	9	using	use	VERB
ajlm-948	59	10	an	an	DET
ajlm-948	59	11	excel	excel	ADJ
ajlm-948	59	12	worksheet	worksheet	NOUN
ajlm-948	59	13	to	to	ADP
ajlm-948	59	14	the	the	DET
ajlm-948	59	15	interactive	interactive	ADJ
ajlm-948	59	16	dashboard	dashboard	NOUN
ajlm-948	59	17	.	.	PUNCT
ajlm-948	60	1	75th	75th	ADJ
ajlm-948	60	2	percentile	percentile	ADJ
ajlm-948	60	3	turnaround	turnaround	NOUN
ajlm-948	60	4	time	time	NOUN
ajlm-948	60	5	analysis	analysis	NOUN
ajlm-948	60	6	the	the	DET
ajlm-948	60	7	75th	75th	ADJ
ajlm-948	60	8	percentile	percentile	NOUN
ajlm-948	60	9	was	be	AUX
ajlm-948	60	10	calculated	calculate	VERB
ajlm-948	60	11	for	for	ADP
ajlm-948	60	12	total	total	ADJ
ajlm-948	60	13	tat	tat	NOUN
ajlm-948	60	14	per	per	ADP
ajlm-948	60	15	week	week	NOUN
ajlm-948	60	16	,	,	PUNCT
ajlm-948	60	17	as	as	ADV
ajlm-948	60	18	well	well	ADV
ajlm-948	60	19	as	as	ADP
ajlm-948	60	20	for	for	ADP
ajlm-948	60	21	tat	tat	NOUN
ajlm-948	60	22	components	component	NOUN
ajlm-948	60	23	,	,	PUNCT
ajlm-948	60	24	that	that	ADV
ajlm-948	60	25	is	is	ADV
ajlm-948	60	26	,	,	PUNCT
ajlm-948	60	27	testing	testing	NOUN
ajlm-948	60	28	and	and	CCONJ
ajlm-948	60	29	review	review	NOUN
ajlm-948	60	30	.	.	PUNCT
ajlm-948	61	1	as	as	SCONJ
ajlm-948	61	2	tests	test	NOUN
ajlm-948	61	3	were	be	AUX
ajlm-948	61	4	local	local	ADJ
ajlm-948	61	5	hospital	hospital	NOUN
ajlm-948	61	6	-	-	PUNCT
ajlm-948	61	7	based	base	VERB
ajlm-948	61	8	and	and	CCONJ
ajlm-948	61	9	not	not	PART
ajlm-948	61	10	referred	refer	VERB
ajlm-948	61	11	from	from	ADP
ajlm-948	61	12	surrounding	surround	VERB
ajlm-948	61	13	laboratories	laboratory	NOUN
ajlm-948	61	14	,	,	PUNCT
ajlm-948	61	15	the	the	DET
ajlm-948	61	16	pre	pre	ADJ
ajlm-948	61	17	-	-	ADJ
ajlm-948	61	18	analytical	analytical	ADJ
ajlm-948	61	19	tat	tat	NOUN
ajlm-948	61	20	component	component	NOUN
ajlm-948	61	21	was	be	AUX
ajlm-948	61	22	not	not	PART
ajlm-948	61	23	applicable	applicable	ADJ
ajlm-948	61	24	.	.	PUNCT
ajlm-948	62	1	when	when	SCONJ
ajlm-948	62	2	samples	sample	NOUN
ajlm-948	62	3	are	be	AUX
ajlm-948	62	4	referred	refer	VERB
ajlm-948	62	5	,	,	PUNCT
ajlm-948	62	6	the	the	DET
ajlm-948	62	7	pre	pre	ADJ
ajlm-948	62	8	-	-	ADJ
ajlm-948	62	9	analytical	analytical	ADJ
ajlm-948	62	10	tat	tat	NOUN
ajlm-948	62	11	measures	measure	NOUN
ajlm-948	62	12	the	the	DET
ajlm-948	62	13	interval	interval	NOUN
ajlm-948	62	14	(	(	PUNCT
ajlm-948	62	15	time	time	NOUN
ajlm-948	62	16	taken	take	VERB
ajlm-948	62	17	to	to	PART
ajlm-948	62	18	transport	transport	VERB
ajlm-948	62	19	the	the	DET
ajlm-948	62	20	sample	sample	NOUN
ajlm-948	62	21	between	between	ADP
ajlm-948	62	22	laboratories	laboratory	NOUN
ajlm-948	62	23	)	)	PUNCT
ajlm-948	62	24	from	from	ADP
ajlm-948	62	25	registration	registration	NOUN
ajlm-948	62	26	at	at	ADP
ajlm-948	62	27	the	the	DET
ajlm-948	62	28	source	source	NOUN
ajlm-948	62	29	(	(	PUNCT
ajlm-948	62	30	the	the	DET
ajlm-948	62	31	laboratory	laboratory	NOUN
ajlm-948	62	32	where	where	SCONJ
ajlm-948	62	33	the	the	DET
ajlm-948	62	34	sample	sample	NOUN
ajlm-948	62	35	was	be	AUX
ajlm-948	62	36	received	receive	VERB
ajlm-948	62	37	)	)	PUNCT
ajlm-948	62	38	to	to	ADP
ajlm-948	62	39	the	the	DET
ajlm-948	62	40	testing	testing	NOUN
ajlm-948	62	41	laboratory	laboratory	NOUN
ajlm-948	62	42	.	.	PUNCT
ajlm-948	63	1	results	result	NOUN
ajlm-948	63	2	from	from	ADP
ajlm-948	63	3	this	this	DET
ajlm-948	63	4	analysis	analysis	NOUN
ajlm-948	63	5	were	be	AUX
ajlm-948	63	6	plotted	plot	VERB
ajlm-948	63	7	as	as	ADP
ajlm-948	63	8	75th	75th	ADJ
ajlm-948	63	9	percentile	percentile	ADJ
ajlm-948	63	10	,	,	PUNCT
ajlm-948	63	11	per	per	ADP
ajlm-948	63	12	testing	testing	NOUN
ajlm-948	63	13	week	week	NOUN
ajlm-948	63	14	,	,	PUNCT
ajlm-948	63	15	for	for	ADP
ajlm-948	63	16	both	both	CCONJ
ajlm-948	63	17	total	total	ADJ
ajlm-948	63	18	and	and	CCONJ
ajlm-948	63	19	component	component	NOUN
ajlm-948	63	20	tat	tat	NOUN
ajlm-948	63	21	.	.	PUNCT
ajlm-948	64	1	root	root	NOUN
ajlm-948	64	2	cause	cause	VERB
ajlm-948	64	3	analysis	analysis	NOUN
ajlm-948	64	4	the	the	DET
ajlm-948	64	5	root	root	NOUN
ajlm-948	64	6	cause	cause	VERB
ajlm-948	64	7	analysis	analysis	NOUN
ajlm-948	64	8	diagram	diagram	NOUN
ajlm-948	64	9	was	be	AUX
ajlm-948	64	10	used	use	VERB
ajlm-948	64	11	to	to	PART
ajlm-948	64	12	identify	identify	VERB
ajlm-948	64	13	potential	potential	ADJ
ajlm-948	64	14	factors	factor	NOUN
ajlm-948	64	15	causing	cause	VERB
ajlm-948	64	16	poor	poor	ADJ
ajlm-948	64	17	tat	tat	NOUN
ajlm-948	64	18	performance.9	performance.9	NOUN
ajlm-948	64	19	causes	cause	NOUN
ajlm-948	64	20	were	be	AUX
ajlm-948	64	21	grouped	group	VERB
ajlm-948	64	22	into	into	ADP
ajlm-948	64	23	the	the	DET
ajlm-948	64	24	following	follow	VERB
ajlm-948	64	25	headings	heading	NOUN
ajlm-948	64	26	:	:	PUNCT
ajlm-948	64	27	(	(	PUNCT
ajlm-948	64	28	1	1	X
ajlm-948	64	29	)	)	PUNCT
ajlm-948	64	30	equipment	equipment	NOUN
ajlm-948	64	31	and	and	CCONJ
ajlm-948	64	32	supplies	supply	NOUN
ajlm-948	64	33	,	,	PUNCT
ajlm-948	64	34	(	(	PUNCT
ajlm-948	64	35	2	2	X
ajlm-948	64	36	)	)	PUNCT
ajlm-948	64	37	environmental	environmental	NOUN
ajlm-948	64	38	,	,	PUNCT
ajlm-948	64	39	(	(	PUNCT
ajlm-948	64	40	3	3	X
ajlm-948	64	41	)	)	PUNCT
ajlm-948	64	42	rules	rule	NOUN
ajlm-948	64	43	,	,	PUNCT
ajlm-948	64	44	policies	policy	NOUN
ajlm-948	64	45	or	or	CCONJ
ajlm-948	64	46	procedures	procedure	NOUN
ajlm-948	64	47	and	and	CCONJ
ajlm-948	64	48	(	(	PUNCT
ajlm-948	64	49	4	4	X
ajlm-948	64	50	)	)	PUNCT
ajlm-948	64	51	staff	staff	NOUN
ajlm-948	64	52	or	or	CCONJ
ajlm-948	64	53	personnel	personnel	NOUN
ajlm-948	64	54	.	.	PUNCT
ajlm-948	65	1	focus	focus	NOUN
ajlm-948	65	2	group	group	NOUN
ajlm-948	65	3	meetings	meeting	NOUN
ajlm-948	65	4	were	be	AUX
ajlm-948	65	5	arranged	arrange	VERB
ajlm-948	65	6	with	with	ADP
ajlm-948	65	7	the	the	DET
ajlm-948	65	8	laboratory	laboratory	NOUN
ajlm-948	65	9	manager	manager	NOUN
ajlm-948	65	10	and	and	CCONJ
ajlm-948	65	11	section	section	NOUN
ajlm-948	65	12	supervisors	supervisor	NOUN
ajlm-948	65	13	to	to	PART
ajlm-948	65	14	identify	identify	VERB
ajlm-948	65	15	causes	cause	NOUN
ajlm-948	65	16	and	and	CCONJ
ajlm-948	65	17	to	to	PART
ajlm-948	65	18	populate	populate	VERB
ajlm-948	65	19	the	the	DET
ajlm-948	65	20	cause	cause	NOUN
ajlm-948	65	21	and	and	CCONJ
ajlm-948	65	22	effect	effect	NOUN
ajlm-948	65	23	diagram	diagram	NOUN
ajlm-948	65	24	.	.	PUNCT
ajlm-948	66	1	a	a	DET
ajlm-948	66	2	voice	voice	NOUN
ajlm-948	66	3	recorder	recorder	NOUN
ajlm-948	66	4	was	be	AUX
ajlm-948	66	5	used	use	VERB
ajlm-948	66	6	to	to	PART
ajlm-948	66	7	create	create	VERB
ajlm-948	66	8	the	the	DET
ajlm-948	66	9	cause	cause	NOUN
ajlm-948	66	10	and	and	CCONJ
ajlm-948	66	11	effect	effect	VERB
ajlm-948	66	12	diagram	diagram	NOUN
ajlm-948	66	13	using	use	VERB
ajlm-948	66	14	microsoft	microsoft	PROPN
ajlm-948	66	15	visio	visio	PROPN
ajlm-948	66	16	(	(	PUNCT
ajlm-948	66	17	redmond	redmond	PROPN
ajlm-948	66	18	,	,	PUNCT
ajlm-948	66	19	washington	washington	PROPN
ajlm-948	66	20	,	,	PUNCT
ajlm-948	66	21	united	unite	VERB
ajlm-948	66	22	states).5	states).5	PROPN
ajlm-948	66	23	results	result	VERB
ajlm-948	66	24	this	this	DET
ajlm-948	66	25	laboratory	laboratory	NOUN
ajlm-948	66	26	performed	perform	VERB
ajlm-948	66	27	326	326	NUM
ajlm-948	66	28	081	081	NUM
ajlm-948	66	29	tests	test	NOUN
ajlm-948	66	30	for	for	ADP
ajlm-948	66	31	the	the	DET
ajlm-948	66	32	financial	financial	ADJ
ajlm-948	66	33	period	period	NOUN
ajlm-948	66	34	2016/2017	2016/2017	NUM
ajlm-948	66	35	,	,	PUNCT
ajlm-948	66	36	341	341	NUM
ajlm-948	66	37	760	760	NUM
ajlm-948	66	38	tests	test	NOUN
ajlm-948	66	39	for	for	ADP
ajlm-948	66	40	2017/2018	2017/2018	NUM
ajlm-948	66	41	and	and	CCONJ
ajlm-948	66	42	399	399	NUM
ajlm-948	66	43	538	538	NUM
ajlm-948	66	44	tests	test	NOUN
ajlm-948	66	45	for	for	ADP
ajlm-948	66	46	2018/2019	2018/2019	NUM
ajlm-948	66	47	.	.	PUNCT
ajlm-948	67	1	assuming	assume	VERB
ajlm-948	67	2	24/7	24/7	NUM
ajlm-948	67	3	operations	operation	NOUN
ajlm-948	67	4	,	,	PUNCT
ajlm-948	67	5	this	this	PRON
ajlm-948	67	6	equates	equate	VERB
ajlm-948	67	7	to	to	ADP
ajlm-948	67	8	between	between	ADP
ajlm-948	67	9	894	894	NUM
ajlm-948	67	10	and	and	CCONJ
ajlm-948	67	11	1095	1095	NUM
ajlm-948	67	12	tests	test	NOUN
ajlm-948	67	13	per	per	ADP
ajlm-948	67	14	day	day	NOUN
ajlm-948	67	15	(	(	PUNCT
ajlm-948	67	16	booplal	booplal	NOUN
ajlm-948	67	17	n	n	PRON
ajlm-948	67	18	2019	2019	NUM
ajlm-948	67	19	,	,	PUNCT
ajlm-948	67	20	personal	personal	ADJ
ajlm-948	67	21	communication	communication	NOUN
ajlm-948	67	22	)	)	PUNCT
ajlm-948	67	23	.	.	PUNCT
ajlm-948	68	1	prior	prior	ADV
ajlm-948	68	2	to	to	ADP
ajlm-948	68	3	the	the	DET
ajlm-948	68	4	implementation	implementation	NOUN
ajlm-948	68	5	of	of	ADP
ajlm-948	68	6	the	the	DET
ajlm-948	68	7	interactive	interactive	ADJ
ajlm-948	68	8	dashboard	dashboard	NOUN
ajlm-948	68	9	,	,	PUNCT
ajlm-948	68	10	weekly	weekly	ADJ
ajlm-948	68	11	tat	tat	NOUN
ajlm-948	68	12	data	datum	NOUN
ajlm-948	68	13	were	be	AUX
ajlm-948	68	14	extracted	extract	VERB
ajlm-948	68	15	from	from	ADP
ajlm-948	68	16	the	the	DET
ajlm-948	68	17	corporate	corporate	ADJ
ajlm-948	68	18	data	datum	NOUN
ajlm-948	68	19	warehouse	warehouse	NOUN
ajlm-948	68	20	that	that	PRON
ajlm-948	68	21	houses	house	VERB
ajlm-948	68	22	laboratory	laboratory	NOUN
ajlm-948	68	23	information	information	NOUN
ajlm-948	68	24	system	system	NOUN
ajlm-948	68	25	data	datum	NOUN
ajlm-948	68	26	within	within	ADP
ajlm-948	68	27	the	the	DET
ajlm-948	68	28	national	national	PROPN
ajlm-948	68	29	health	health	PROPN
ajlm-948	68	30	laboratory	laboratory	PROPN
ajlm-948	68	31	service	service	PROPN
ajlm-948	68	32	.	.	PUNCT
ajlm-948	69	1	weekly	weekly	ADJ
ajlm-948	69	2	microsoft	microsoft	PROPN
ajlm-948	69	3	excel	excel	PROPN
ajlm-948	69	4	worksheets	worksheet	NOUN
ajlm-948	69	5	were	be	AUX
ajlm-948	69	6	prepared	prepare	VERB
ajlm-948	69	7	manually	manually	ADV
ajlm-948	69	8	and	and	CCONJ
ajlm-948	69	9	distributed	distribute	VERB
ajlm-948	69	10	via	via	ADP
ajlm-948	69	11	email	email	NOUN
ajlm-948	69	12	prior	prior	ADV
ajlm-948	69	13	to	to	ADP
ajlm-948	69	14	the	the	DET
ajlm-948	69	15	implementation	implementation	NOUN
ajlm-948	69	16	of	of	ADP
ajlm-948	69	17	the	the	DET
ajlm-948	69	18	interactive	interactive	ADJ
ajlm-948	69	19	dashboard	dashboard	NOUN
ajlm-948	69	20	at	at	ADP
ajlm-948	69	21	week	week	NOUN
ajlm-948	69	22	45	45	NUM
ajlm-948	69	23	.	.	PUNCT
ajlm-948	70	1	percentage	percentage	NOUN
ajlm-948	70	2	of	of	ADP
ajlm-948	70	3	within	within	ADP
ajlm-948	70	4	cut	cut	NOUN
ajlm-948	70	5	-	-	PUNCT
ajlm-948	70	6	off	off	ADP
ajlm-948	70	7	turnaround	turnaround	NOUN
ajlm-948	70	8	time	time	NOUN
ajlm-948	70	9	analysis	analysis	NOUN
ajlm-948	70	10	for	for	ADP
ajlm-948	70	11	the	the	DET
ajlm-948	70	12	baseline	baseline	NOUN
ajlm-948	70	13	phase	phase	NOUN
ajlm-948	70	14	,	,	PUNCT
ajlm-948	70	15	the	the	DET
ajlm-948	70	16	percentage	percentage	NOUN
ajlm-948	70	17	of	of	ADP
ajlm-948	70	18	tat	tat	NOUN
ajlm-948	70	19	within	within	ADP
ajlm-948	70	20	the	the	DET
ajlm-948	70	21	cut	cut	NOUN
ajlm-948	70	22	-	-	PUNCT
ajlm-948	70	23	off	off	ADP
ajlm-948	70	24	fluctuated	fluctuate	VERB
ajlm-948	70	25	(	(	PUNCT
ajlm-948	70	26	range	range	NOUN
ajlm-948	70	27	:	:	PUNCT
ajlm-948	70	28	10	10	NUM
ajlm-948	70	29	%	%	NOUN
ajlm-948	70	30	to	to	PART
ajlm-948	70	31	79	79	NUM
ajlm-948	70	32	%	%	NOUN
ajlm-948	70	33	)	)	PUNCT
ajlm-948	70	34	(	(	PUNCT
ajlm-948	70	35	figure	figure	NOUN
ajlm-948	70	36	1	1	NUM
ajlm-948	70	37	)	)	PUNCT
ajlm-948	70	38	.	.	PUNCT
ajlm-948	71	1	during	during	ADP
ajlm-948	71	2	the	the	DET
ajlm-948	71	3	intervention	intervention	NOUN
ajlm-948	71	4	,	,	PUNCT
ajlm-948	71	5	the	the	DET
ajlm-948	71	6	tat	tat	NOUN
ajlm-948	71	7	range	range	NOUN
ajlm-948	71	8	again	again	ADV
ajlm-948	71	9	fluctuated	fluctuate	VERB
ajlm-948	71	10	from	from	ADP
ajlm-948	71	11	59	59	NUM
ajlm-948	71	12	%	%	NOUN
ajlm-948	71	13	to	to	ADP
ajlm-948	71	14	97	97	NUM
ajlm-948	71	15	%	%	NOUN
ajlm-948	71	16	.	.	PUNCT
ajlm-948	72	1	for	for	ADP
ajlm-948	72	2	the	the	DET
ajlm-948	72	3	post	post	ADJ
ajlm-948	72	4	-	-	ADJ
ajlm-948	72	5	intervention	intervention	ADJ
ajlm-948	72	6	phase	phase	NOUN
ajlm-948	72	7	,	,	PUNCT
ajlm-948	72	8	the	the	DET
ajlm-948	72	9	percentage	percentage	NOUN
ajlm-948	72	10	of	of	ADP
ajlm-948	72	11	tat	tat	NOUN
ajlm-948	72	12	with	with	ADP
ajlm-948	72	13	the	the	DET
ajlm-948	72	14	cut	cut	NOUN
ajlm-948	72	15	-	-	PUNCT
ajlm-948	72	16	off	off	NOUN
ajlm-948	72	17	ranged	range	VERB
ajlm-948	72	18	from	from	ADP
ajlm-948	72	19	89	89	NUM
ajlm-948	72	20	%	%	NOUN
ajlm-948	72	21	to	to	PART
ajlm-948	72	22	98	98	NUM
ajlm-948	72	23	%	%	NOUN
ajlm-948	72	24	.	.	PUNCT
ajlm-948	73	1	the	the	DET
ajlm-948	73	2	90	90	NUM
ajlm-948	73	3	%	%	NOUN
ajlm-948	73	4	cut	cut	NOUN
ajlm-948	73	5	-	-	PUNCT
ajlm-948	73	6	off	off	NOUN
ajlm-948	73	7	was	be	AUX
ajlm-948	73	8	met	meet	VERB
ajlm-948	73	9	for	for	ADP
ajlm-948	73	10	42	42	NUM
ajlm-948	73	11	consecutive	consecutive	ADJ
ajlm-948	73	12	weeks	week	NOUN
ajlm-948	73	13	from	from	ADP
ajlm-948	73	14	week	week	NOUN
ajlm-948	73	15	81	81	NUM
ajlm-948	73	16	to	to	ADP
ajlm-948	73	17	the	the	DET
ajlm-948	73	18	end	end	NOUN
ajlm-948	73	19	of	of	ADP
ajlm-948	73	20	the	the	DET
ajlm-948	73	21	study	study	NOUN
ajlm-948	73	22	period	period	NOUN
ajlm-948	73	23	.	.	PUNCT
ajlm-948	74	1	figure	figure	NOUN
ajlm-948	74	2	1	1	NUM
ajlm-948	74	3	:	:	PUNCT
ajlm-948	74	4	the	the	DET
ajlm-948	74	5	percentage	percentage	NOUN
ajlm-948	74	6	of	of	ADP
ajlm-948	74	7	within	within	ADP
ajlm-948	74	8	cut	cut	NOUN
ajlm-948	74	9	-	-	PUNCT
ajlm-948	74	10	off	off	ADP
ajlm-948	74	11	turn	turn	NOUN
ajlm-948	74	12	-	-	PUNCT
ajlm-948	74	13	around	around	ADP
ajlm-948	74	14	times	time	NOUN
ajlm-948	74	15	for	for	ADP
ajlm-948	74	16	creatinine	creatinine	NOUN
ajlm-948	74	17	testing	testing	NOUN
ajlm-948	74	18	at	at	ADP
ajlm-948	74	19	a	a	DET
ajlm-948	74	20	high	high	ADJ
ajlm-948	74	21	-	-	PUNCT
ajlm-948	74	22	volume	volume	NOUN
ajlm-948	74	23	laboratory	laboratory	NOUN
ajlm-948	74	24	across	across	ADP
ajlm-948	74	25	122	122	NUM
ajlm-948	74	26	weeks	week	NOUN
ajlm-948	74	27	after	after	ADP
ajlm-948	74	28	implementation	implementation	NOUN
ajlm-948	74	29	of	of	ADP
ajlm-948	74	30	a	a	DET
ajlm-948	74	31	weekly	weekly	ADJ
ajlm-948	74	32	dashboard	dashboard	NOUN
ajlm-948	74	33	,	,	PUNCT
ajlm-948	74	34	gauteng	gauteng	PROPN
ajlm-948	74	35	,	,	PUNCT
ajlm-948	74	36	south	south	PROPN
ajlm-948	74	37	africa	africa	PROPN
ajlm-948	74	38	,	,	PUNCT
ajlm-948	74	39	2017	2017	NUM
ajlm-948	74	40	.	.	PUNCT
ajlm-948	75	1	75th	75th	ADJ
ajlm-948	75	2	percentile	percentile	ADJ
ajlm-948	75	3	turnaround	turnaround	NOUN
ajlm-948	75	4	time	time	NOUN
ajlm-948	75	5	analysis	analysis	NOUN
ajlm-948	75	6	during	during	ADP
ajlm-948	75	7	the	the	DET
ajlm-948	75	8	baseline	baseline	NOUN
ajlm-948	75	9	phase	phase	NOUN
ajlm-948	75	10	,	,	PUNCT
ajlm-948	75	11	the	the	DET
ajlm-948	75	12	total	total	ADJ
ajlm-948	75	13	tat	tat	NOUN
ajlm-948	75	14	75th	75th	ADJ
ajlm-948	75	15	percentile	percentile	NOUN
ajlm-948	75	16	ranged	range	VERB
ajlm-948	75	17	from	from	ADP
ajlm-948	75	18	4	4	NUM
ajlm-948	75	19	h	h	NOUN
ajlm-948	75	20	to	to	ADP
ajlm-948	75	21	20	20	NUM
ajlm-948	75	22	h	h	NOUN
ajlm-948	75	23	,	,	PUNCT
ajlm-948	75	24	changing	change	VERB
ajlm-948	75	25	to	to	ADP
ajlm-948	75	26	2–10	2–10	NOUN
ajlm-948	75	27	h	h	NOUN
ajlm-948	75	28	for	for	ADP
ajlm-948	75	29	the	the	DET
ajlm-948	75	30	intervention	intervention	NOUN
ajlm-948	75	31	phase	phase	NOUN
ajlm-948	75	32	(	(	PUNCT
ajlm-948	75	33	figure	figure	NOUN
ajlm-948	75	34	2	2	NUM
ajlm-948	75	35	)	)	PUNCT
ajlm-948	75	36	.	.	PUNCT
ajlm-948	76	1	for	for	ADP
ajlm-948	76	2	the	the	DET
ajlm-948	76	3	post	post	ADJ
ajlm-948	76	4	-	-	ADJ
ajlm-948	76	5	intervention	intervention	ADJ
ajlm-948	76	6	phase	phase	NOUN
ajlm-948	76	7	,	,	PUNCT
ajlm-948	76	8	the	the	DET
ajlm-948	76	9	75th	75th	ADJ
ajlm-948	76	10	percentile	percentile	ADJ
ajlm-948	76	11	range	range	NOUN
ajlm-948	76	12	was	be	AUX
ajlm-948	76	13	2–3	2–3	NUM
ajlm-948	76	14	h.	h.	NOUN
ajlm-948	76	15	for	for	ADP
ajlm-948	76	16	testing	testing	NOUN
ajlm-948	76	17	tat	tat	NOUN
ajlm-948	76	18	,	,	PUNCT
ajlm-948	76	19	the	the	DET
ajlm-948	76	20	75th	75th	ADJ
ajlm-948	76	21	percentile	percentile	NOUN
ajlm-948	76	22	for	for	ADP
ajlm-948	76	23	the	the	DET
ajlm-948	76	24	baseline	baseline	NOUN
ajlm-948	76	25	phase	phase	NOUN
ajlm-948	76	26	ranged	range	VERB
ajlm-948	76	27	from	from	ADP
ajlm-948	76	28	2	2	NUM
ajlm-948	76	29	h	h	NOUN
ajlm-948	76	30	to	to	ADP
ajlm-948	76	31	11	11	NUM
ajlm-948	76	32	h	h	NOUN
ajlm-948	76	33	and	and	CCONJ
ajlm-948	76	34	changed	change	VERB
ajlm-948	76	35	during	during	ADP
ajlm-948	76	36	the	the	DET
ajlm-948	76	37	intervention	intervention	NOUN
ajlm-948	76	38	phase	phase	NOUN
ajlm-948	76	39	to	to	ADP
ajlm-948	76	40	1–6	1–6	NUM
ajlm-948	76	41	h.	h.	NOUN
ajlm-948	76	42	in	in	ADP
ajlm-948	76	43	the	the	DET
ajlm-948	76	44	post	post	ADJ
ajlm-948	76	45	-	-	ADJ
ajlm-948	76	46	intervention	intervention	ADJ
ajlm-948	76	47	phase	phase	NOUN
ajlm-948	76	48	,	,	PUNCT
ajlm-948	76	49	the	the	DET
ajlm-948	76	50	range	range	NOUN
ajlm-948	76	51	was	be	AUX
ajlm-948	76	52	1–2	1–2	NUM
ajlm-948	76	53	h.	h.	NOUN
ajlm-948	76	54	in	in	ADP
ajlm-948	76	55	the	the	DET
ajlm-948	76	56	baseline	baseline	NOUN
ajlm-948	76	57	phase	phase	NOUN
ajlm-948	76	58	,	,	PUNCT
ajlm-948	76	59	the	the	DET
ajlm-948	76	60	75th	75th	ADJ
ajlm-948	76	61	percentile	percentile	ADJ
ajlm-948	76	62	review	review	NOUN
ajlm-948	76	63	tat	tat	NOUN
ajlm-948	76	64	ranged	range	VERB
ajlm-948	76	65	from	from	ADP
ajlm-948	76	66	1	1	NUM
ajlm-948	76	67	h	h	NOUN
ajlm-948	76	68	to	to	ADP
ajlm-948	76	69	15	15	NUM
ajlm-948	76	70	h	h	NOUN
ajlm-948	76	71	compared	compare	VERB
ajlm-948	76	72	to	to	ADP
ajlm-948	76	73	1–3	1–3	NUM
ajlm-948	76	74	h	h	NOUN
ajlm-948	76	75	for	for	ADP
ajlm-948	76	76	the	the	DET
ajlm-948	76	77	intervention	intervention	NOUN
ajlm-948	76	78	phase	phase	NOUN
ajlm-948	76	79	.	.	PUNCT
ajlm-948	77	1	the	the	DET
ajlm-948	77	2	post	post	ADJ
ajlm-948	77	3	-	-	ADJ
ajlm-948	77	4	intervention	intervention	ADJ
ajlm-948	77	5	phase	phase	NOUN
ajlm-948	77	6	reported	report	VERB
ajlm-948	77	7	a	a	DET
ajlm-948	77	8	75th	75th	ADJ
ajlm-948	77	9	percentile	percentile	ADJ
ajlm-948	77	10	review	review	NOUN
ajlm-948	77	11	tat	tat	NOUN
ajlm-948	77	12	of	of	ADP
ajlm-948	77	13	1	1	NUM
ajlm-948	77	14	h	h	NOUN
ajlm-948	77	15	or	or	CCONJ
ajlm-948	77	16	less	less	ADJ
ajlm-948	77	17	.	.	PUNCT
ajlm-948	78	1	figure	figure	VERB
ajlm-948	78	2	2	2	NUM
ajlm-948	78	3	:	:	PUNCT
ajlm-948	78	4	75th	75th	ADJ
ajlm-948	78	5	percentile	percentile	ADJ
ajlm-948	78	6	total	total	ADJ
ajlm-948	78	7	turn	turn	NOUN
ajlm-948	78	8	-	-	PUNCT
ajlm-948	78	9	around	around	ADP
ajlm-948	78	10	time	time	NOUN
ajlm-948	78	11	for	for	ADP
ajlm-948	78	12	creatinine	creatinine	NOUN
ajlm-948	78	13	testing	testing	NOUN
ajlm-948	78	14	at	at	ADP
ajlm-948	78	15	a	a	DET
ajlm-948	78	16	high	high	ADJ
ajlm-948	78	17	-	-	PUNCT
ajlm-948	78	18	volume	volume	NOUN
ajlm-948	78	19	laboratory	laboratory	NOUN
ajlm-948	78	20	across	across	ADP
ajlm-948	78	21	122	122	NUM
ajlm-948	78	22	weeks	week	NOUN
ajlm-948	78	23	after	after	ADP
ajlm-948	78	24	implementation	implementation	NOUN
ajlm-948	78	25	of	of	ADP
ajlm-948	78	26	an	an	DET
ajlm-948	78	27	interactive	interactive	ADJ
ajlm-948	78	28	weekly	weekly	ADJ
ajlm-948	78	29	dashboard	dashboard	NOUN
ajlm-948	78	30	,	,	PUNCT
ajlm-948	78	31	gauteng	gauteng	PROPN
ajlm-948	78	32	,	,	PUNCT
ajlm-948	78	33	south	south	PROPN
ajlm-948	78	34	africa	africa	PROPN
ajlm-948	78	35	,	,	PUNCT
ajlm-948	78	36	2017	2017	NUM
ajlm-948	78	37	.	.	PUNCT
ajlm-948	79	1	root	root	NOUN
ajlm-948	79	2	cause	cause	VERB
ajlm-948	79	3	analysis	analysis	NOUN
ajlm-948	79	4	four	four	NUM
ajlm-948	79	5	major	major	ADJ
ajlm-948	79	6	clusters	cluster	NOUN
ajlm-948	79	7	of	of	ADP
ajlm-948	79	8	contributing	contribute	VERB
ajlm-948	79	9	causes	cause	NOUN
ajlm-948	79	10	were	be	AUX
ajlm-948	79	11	identified	identify	VERB
ajlm-948	79	12	in	in	ADP
ajlm-948	79	13	the	the	DET
ajlm-948	79	14	root	root	NOUN
ajlm-948	79	15	cause	cause	VERB
ajlm-948	79	16	analysis	analysis	NOUN
ajlm-948	79	17	including	include	VERB
ajlm-948	79	18	:	:	PUNCT
ajlm-948	79	19	equipment	equipment	NOUN
ajlm-948	79	20	and	and	CCONJ
ajlm-948	79	21	supplies	supply	NOUN
ajlm-948	79	22	,	,	PUNCT
ajlm-948	79	23	environmental	environmental	ADJ
ajlm-948	79	24	causes	cause	NOUN
ajlm-948	79	25	,	,	PUNCT
ajlm-948	79	26	rules	rule	NOUN
ajlm-948	79	27	,	,	PUNCT
ajlm-948	79	28	policies	policy	NOUN
ajlm-948	79	29	and	and	CCONJ
ajlm-948	79	30	procedural	procedural	ADJ
ajlm-948	79	31	causes	cause	NOUN
ajlm-948	79	32	and	and	CCONJ
ajlm-948	79	33	,	,	PUNCT
ajlm-948	79	34	lastly	lastly	ADV
ajlm-948	79	35	,	,	PUNCT
ajlm-948	79	36	staff	staff	NOUN
ajlm-948	79	37	and	and	CCONJ
ajlm-948	79	38	personnel	personnel	NOUN
ajlm-948	79	39	factors	factor	NOUN
ajlm-948	79	40	(	(	PUNCT
ajlm-948	79	41	figure	figure	NOUN
ajlm-948	79	42	3	3	NUM
ajlm-948	79	43	)	)	PUNCT
ajlm-948	79	44	.	.	PUNCT
ajlm-948	80	1	with	with	ADP
ajlm-948	80	2	respect	respect	NOUN
ajlm-948	80	3	to	to	ADP
ajlm-948	80	4	equipment	equipment	NOUN
ajlm-948	80	5	and	and	CCONJ
ajlm-948	80	6	supplies	supply	NOUN
ajlm-948	80	7	,	,	PUNCT
ajlm-948	80	8	the	the	DET
ajlm-948	80	9	following	follow	VERB
ajlm-948	80	10	causes	cause	NOUN
ajlm-948	80	11	were	be	AUX
ajlm-948	80	12	shown	show	VERB
ajlm-948	80	13	to	to	PART
ajlm-948	80	14	have	have	AUX
ajlm-948	80	15	negatively	negatively	ADV
ajlm-948	80	16	impacted	impact	VERB
ajlm-948	80	17	tat	tat	NOUN
ajlm-948	80	18	:	:	PUNCT
ajlm-948	80	19	(	(	PUNCT
ajlm-948	80	20	1	1	X
ajlm-948	80	21	)	)	PUNCT
ajlm-948	80	22	migration	migration	NOUN
ajlm-948	80	23	to	to	ADP
ajlm-948	80	24	the	the	DET
ajlm-948	80	25	new	new	ADJ
ajlm-948	80	26	platform	platform	NOUN
ajlm-948	80	27	(	(	PUNCT
ajlm-948	80	28	phased	phase	VERB
ajlm-948	80	29	approach	approach	NOUN
ajlm-948	80	30	)	)	PUNCT
ajlm-948	80	31	,	,	PUNCT
ajlm-948	80	32	(	(	PUNCT
ajlm-948	80	33	2	2	X
ajlm-948	80	34	)	)	PUNCT
ajlm-948	80	35	difficulties	difficulty	NOUN
ajlm-948	80	36	with	with	ADP
ajlm-948	80	37	procurement	procurement	NOUN
ajlm-948	80	38	of	of	ADP
ajlm-948	80	39	laptops	laptop	NOUN
ajlm-948	80	40	to	to	PART
ajlm-948	80	41	facilitate	facilitate	VERB
ajlm-948	80	42	after	after	ADP
ajlm-948	80	43	-	-	PUNCT
ajlm-948	80	44	hours	hour	NOUN
ajlm-948	80	45	off	off	ADP
ajlm-948	80	46	-	-	PUNCT
ajlm-948	80	47	site	site	NOUN
ajlm-948	80	48	authorisation	authorisation	NOUN
ajlm-948	80	49	,	,	PUNCT
ajlm-948	80	50	(	(	PUNCT
ajlm-948	80	51	3	3	X
ajlm-948	80	52	)	)	PUNCT
ajlm-948	80	53	power	power	NOUN
ajlm-948	80	54	outages	outage	NOUN
ajlm-948	80	55	,	,	PUNCT
ajlm-948	80	56	(	(	PUNCT
ajlm-948	80	57	4	4	X
ajlm-948	80	58	)	)	PUNCT
ajlm-948	80	59	bandwidth	bandwidth	ADJ
ajlm-948	80	60	challenges	challenge	NOUN
ajlm-948	80	61	(	(	PUNCT
ajlm-948	80	62	laboratory	laboratory	NOUN
ajlm-948	80	63	information	information	NOUN
ajlm-948	80	64	system	system	NOUN
ajlm-948	80	65	[	[	X
ajlm-948	80	66	lis	lis	NOUN
ajlm-948	80	67	]	]	PUNCT
ajlm-948	80	68	)	)	PUNCT
ajlm-948	80	69	,	,	PUNCT
ajlm-948	80	70	(	(	PUNCT
ajlm-948	80	71	5	5	X
ajlm-948	80	72	)	)	PUNCT
ajlm-948	80	73	lis	li	NOUN
ajlm-948	80	74	upgrade	upgrade	VERB
ajlm-948	80	75	and	and	CCONJ
ajlm-948	80	76	(	(	PUNCT
ajlm-948	80	77	6	6	NUM
ajlm-948	80	78	)	)	PUNCT
ajlm-948	80	79	reagent	reagent	ADJ
ajlm-948	80	80	or	or	CCONJ
ajlm-948	80	81	stock	stock	NOUN
ajlm-948	80	82	procurement	procurement	NOUN
ajlm-948	80	83	.	.	PUNCT
ajlm-948	81	1	for	for	ADP
ajlm-948	81	2	rules	rule	NOUN
ajlm-948	81	3	,	,	PUNCT
ajlm-948	81	4	policies	policy	NOUN
ajlm-948	81	5	and	and	CCONJ
ajlm-948	81	6	procedures	procedure	NOUN
ajlm-948	81	7	,	,	PUNCT
ajlm-948	81	8	the	the	DET
ajlm-948	81	9	following	follow	VERB
ajlm-948	81	10	problems	problem	NOUN
ajlm-948	81	11	were	be	AUX
ajlm-948	81	12	identified	identify	VERB
ajlm-948	81	13	:	:	PUNCT
ajlm-948	81	14	(	(	PUNCT
ajlm-948	81	15	1	1	X
ajlm-948	81	16	)	)	PUNCT
ajlm-948	81	17	middleware	middleware	NOUN
ajlm-948	81	18	had	have	VERB
ajlm-948	81	19	to	to	PART
ajlm-948	81	20	be	be	AUX
ajlm-948	81	21	configured	configure	VERB
ajlm-948	81	22	,	,	PUNCT
ajlm-948	81	23	tested	test	VERB
ajlm-948	81	24	and	and	CCONJ
ajlm-948	81	25	amended	amend	VERB
ajlm-948	81	26	due	due	ADP
ajlm-948	81	27	to	to	ADP
ajlm-948	81	28	the	the	DET
ajlm-948	81	29	changes	change	NOUN
ajlm-948	81	30	brought	bring	VERB
ajlm-948	81	31	about	about	ADP
ajlm-948	81	32	by	by	ADP
ajlm-948	81	33	a	a	DET
ajlm-948	81	34	phased	phase	VERB
ajlm-948	81	35	approach	approach	NOUN
ajlm-948	81	36	and	and	CCONJ
ajlm-948	81	37	(	(	PUNCT
ajlm-948	81	38	2	2	X
ajlm-948	81	39	)	)	PUNCT
ajlm-948	81	40	a	a	DET
ajlm-948	81	41	substantial	substantial	ADJ
ajlm-948	81	42	workload	workload	NOUN
ajlm-948	81	43	was	be	AUX
ajlm-948	81	44	transferred	transfer	VERB
ajlm-948	81	45	from	from	ADP
ajlm-948	81	46	a	a	DET
ajlm-948	81	47	nearby	nearby	ADJ
ajlm-948	81	48	laboratory	laboratory	NOUN
ajlm-948	81	49	without	without	ADP
ajlm-948	81	50	provision	provision	NOUN
ajlm-948	81	51	made	make	VERB
ajlm-948	81	52	for	for	ADP
ajlm-948	81	53	additional	additional	ADJ
ajlm-948	81	54	testing	testing	NOUN
ajlm-948	81	55	or	or	CCONJ
ajlm-948	81	56	staffing	staffing	NOUN
ajlm-948	81	57	capacity	capacity	NOUN
ajlm-948	81	58	.	.	PUNCT
ajlm-948	82	1	insufficient	insufficient	ADJ
ajlm-948	82	2	air	air	NOUN
ajlm-948	82	3	conditioning	conditioning	NOUN
ajlm-948	82	4	and	and	CCONJ
ajlm-948	82	5	water	water	NOUN
ajlm-948	82	6	leaks	leak	NOUN
ajlm-948	82	7	from	from	ADP
ajlm-948	82	8	the	the	DET
ajlm-948	82	9	ceiling	ceiling	NOUN
ajlm-948	82	10	were	be	AUX
ajlm-948	82	11	highlighted	highlight	VERB
ajlm-948	82	12	as	as	ADP
ajlm-948	82	13	causative	causative	ADJ
ajlm-948	82	14	environmental	environmental	ADJ
ajlm-948	82	15	factors	factor	NOUN
ajlm-948	82	16	.	.	PUNCT
ajlm-948	83	1	for	for	ADP
ajlm-948	83	2	staff	staff	NOUN
ajlm-948	83	3	and	and	CCONJ
ajlm-948	83	4	personnel	personnel	NOUN
ajlm-948	83	5	considerations	consideration	NOUN
ajlm-948	83	6	,	,	PUNCT
ajlm-948	83	7	the	the	DET
ajlm-948	83	8	following	follow	VERB
ajlm-948	83	9	were	be	AUX
ajlm-948	83	10	identified	identify	VERB
ajlm-948	83	11	:	:	PUNCT
ajlm-948	83	12	(	(	PUNCT
ajlm-948	83	13	1	1	X
ajlm-948	83	14	)	)	PUNCT
ajlm-948	83	15	after	after	ADP
ajlm-948	83	16	-	-	PUNCT
ajlm-948	83	17	hours	hour	NOUN
ajlm-948	83	18	authorisation	authorisation	NOUN
ajlm-948	83	19	delay	delay	NOUN
ajlm-948	83	20	(	(	PUNCT
ajlm-948	83	21	by	by	ADP
ajlm-948	83	22	pathologists	pathologist	NOUN
ajlm-948	83	23	)	)	PUNCT
ajlm-948	83	24	,	,	PUNCT
ajlm-948	83	25	(	(	PUNCT
ajlm-948	83	26	2	2	X
ajlm-948	83	27	)	)	PUNCT
ajlm-948	83	28	industrial	industrial	ADJ
ajlm-948	83	29	action	action	NOUN
ajlm-948	83	30	leading	lead	VERB
ajlm-948	83	31	to	to	ADP
ajlm-948	83	32	delays	delay	NOUN
ajlm-948	83	33	,	,	PUNCT
ajlm-948	83	34	(	(	PUNCT
ajlm-948	83	35	3	3	X
ajlm-948	83	36	)	)	PUNCT
ajlm-948	83	37	paediatric	paediatric	ADJ
ajlm-948	83	38	and	and	CCONJ
ajlm-948	83	39	low	low	ADJ
ajlm-948	83	40	-	-	PUNCT
ajlm-948	83	41	volume	volume	NOUN
ajlm-948	83	42	samples	sample	NOUN
ajlm-948	83	43	requiring	require	VERB
ajlm-948	83	44	manual	manual	ADJ
ajlm-948	83	45	processing	processing	NOUN
ajlm-948	83	46	caused	cause	VERB
ajlm-948	83	47	bottlenecks	bottleneck	NOUN
ajlm-948	83	48	in	in	ADP
ajlm-948	83	49	the	the	DET
ajlm-948	83	50	workflow	workflow	NOUN
ajlm-948	83	51	,	,	PUNCT
ajlm-948	83	52	(	(	PUNCT
ajlm-948	83	53	4	4	X
ajlm-948	83	54	)	)	PUNCT
ajlm-948	83	55	staff	staff	NOUN
ajlm-948	83	56	constraints	constraint	NOUN
ajlm-948	83	57	(	(	PUNCT
ajlm-948	83	58	in	in	ADP
ajlm-948	83	59	terms	term	NOUN
ajlm-948	83	60	of	of	ADP
ajlm-948	83	61	insufficient	insufficient	ADJ
ajlm-948	83	62	staff	staff	NOUN
ajlm-948	83	63	to	to	PART
ajlm-948	83	64	manage	manage	VERB
ajlm-948	83	65	the	the	DET
ajlm-948	83	66	benches	bench	NOUN
ajlm-948	83	67	)	)	PUNCT
ajlm-948	83	68	,	,	PUNCT
ajlm-948	83	69	(	(	PUNCT
ajlm-948	83	70	5	5	X
ajlm-948	83	71	)	)	PUNCT
ajlm-948	83	72	additional	additional	ADJ
ajlm-948	83	73	training	training	NOUN
ajlm-948	83	74	of	of	ADP
ajlm-948	83	75	staff	staff	NOUN
ajlm-948	83	76	was	be	AUX
ajlm-948	83	77	required	require	VERB
ajlm-948	83	78	for	for	ADP
ajlm-948	83	79	new	new	ADJ
ajlm-948	83	80	procedures	procedure	NOUN
ajlm-948	83	81	and	and	CCONJ
ajlm-948	83	82	processes	process	NOUN
ajlm-948	83	83	for	for	ADP
ajlm-948	83	84	the	the	DET
ajlm-948	83	85	platform	platform	NOUN
ajlm-948	83	86	testing	testing	NOUN
ajlm-948	83	87	changes	change	NOUN
ajlm-948	83	88	implemented	implement	VERB
ajlm-948	83	89	,	,	PUNCT
ajlm-948	83	90	(	(	PUNCT
ajlm-948	83	91	6	6	NUM
ajlm-948	83	92	)	)	PUNCT
ajlm-948	83	93	prior	prior	ADV
ajlm-948	83	94	to	to	ADP
ajlm-948	83	95	full	full	ADJ
ajlm-948	83	96	automation	automation	NOUN
ajlm-948	83	97	,	,	PUNCT
ajlm-948	83	98	first	first	ADJ
ajlm-948	83	99	-	-	PUNCT
ajlm-948	83	100	line	line	NOUN
ajlm-948	83	101	manual	manual	ADJ
ajlm-948	83	102	sample	sample	NOUN
ajlm-948	83	103	preparation	preparation	NOUN
ajlm-948	83	104	was	be	AUX
ajlm-948	83	105	needed	need	VERB
ajlm-948	83	106	to	to	PART
ajlm-948	83	107	enable	enable	VERB
ajlm-948	83	108	sample	sample	NOUN
ajlm-948	83	109	testing	testing	NOUN
ajlm-948	83	110	and	and	CCONJ
ajlm-948	83	111	,	,	PUNCT
ajlm-948	83	112	finally	finally	ADV
ajlm-948	83	113	,	,	PUNCT
ajlm-948	83	114	(	(	PUNCT
ajlm-948	83	115	7	7	X
ajlm-948	83	116	)	)	PUNCT
ajlm-948	83	117	training	training	NOUN
ajlm-948	83	118	for	for	ADP
ajlm-948	83	119	the	the	DET
ajlm-948	83	120	new	new	ADJ
ajlm-948	83	121	platforms	platform	NOUN
ajlm-948	83	122	provided	provide	VERB
ajlm-948	83	123	occurred	occur	VERB
ajlm-948	83	124	on	on	ADP
ajlm-948	83	125	site	site	NOUN
ajlm-948	83	126	,	,	PUNCT
ajlm-948	83	127	but	but	CCONJ
ajlm-948	83	128	staff	staff	NOUN
ajlm-948	83	129	were	be	AUX
ajlm-948	83	130	also	also	ADV
ajlm-948	83	131	required	require	VERB
ajlm-948	83	132	to	to	PART
ajlm-948	83	133	attend	attend	VERB
ajlm-948	83	134	training	training	NOUN
ajlm-948	83	135	off	off	ADP
ajlm-948	83	136	site	site	NOUN
ajlm-948	83	137	leaving	leave	VERB
ajlm-948	83	138	benches	bench	NOUN
ajlm-948	83	139	poorly	poorly	ADV
ajlm-948	83	140	staffed	staff	VERB
ajlm-948	83	141	during	during	ADP
ajlm-948	83	142	training	training	NOUN
ajlm-948	83	143	periods	period	NOUN
ajlm-948	83	144	.	.	PUNCT
ajlm-948	84	1	figure	figure	VERB
ajlm-948	84	2	3	3	NUM
ajlm-948	84	3	:	:	PUNCT
ajlm-948	84	4	root	root	NOUN
ajlm-948	84	5	cause	cause	VERB
ajlm-948	84	6	analysis	analysis	NOUN
ajlm-948	84	7	diagram	diagram	NOUN
ajlm-948	84	8	developed	develop	VERB
ajlm-948	84	9	in	in	ADP
ajlm-948	84	10	conjunction	conjunction	NOUN
ajlm-948	84	11	with	with	ADP
ajlm-948	84	12	the	the	DET
ajlm-948	84	13	laboratory	laboratory	NOUN
ajlm-948	84	14	manager	manager	NOUN
ajlm-948	84	15	at	at	ADP
ajlm-948	84	16	a	a	DET
ajlm-948	84	17	high	high	ADJ
ajlm-948	84	18	-	-	PUNCT
ajlm-948	84	19	volume	volume	NOUN
ajlm-948	84	20	laboratory	laboratory	NOUN
ajlm-948	84	21	,	,	PUNCT
ajlm-948	84	22	gauteng	gauteng	PROPN
ajlm-948	84	23	,	,	PUNCT
ajlm-948	84	24	south	south	PROPN
ajlm-948	84	25	africa	africa	PROPN
ajlm-948	84	26	,	,	PUNCT
ajlm-948	84	27	2017	2017	NUM
ajlm-948	84	28	.	.	PUNCT
ajlm-948	85	1	discussion	discussion	NOUN
ajlm-948	85	2	in	in	ADP
ajlm-948	85	3	this	this	DET
ajlm-948	85	4	study	study	NOUN
ajlm-948	85	5	,	,	PUNCT
ajlm-948	85	6	it	it	PRON
ajlm-948	85	7	was	be	AUX
ajlm-948	85	8	hypothesised	hypothesise	VERB
ajlm-948	85	9	that	that	SCONJ
ajlm-948	85	10	the	the	DET
ajlm-948	85	11	application	application	NOUN
ajlm-948	85	12	of	of	ADP
ajlm-948	85	13	appropriate	appropriate	ADJ
ajlm-948	85	14	corrective	corrective	ADJ
ajlm-948	85	15	action	action	NOUN
ajlm-948	85	16	guided	guide	VERB
ajlm-948	85	17	by	by	ADP
ajlm-948	85	18	an	an	DET
ajlm-948	85	19	interactive	interactive	ADJ
ajlm-948	85	20	tat	tat	NOUN
ajlm-948	85	21	dashboard	dashboard	NOUN
ajlm-948	85	22	indicating	indicate	VERB
ajlm-948	85	23	the	the	DET
ajlm-948	85	24	proportion	proportion	NOUN
ajlm-948	85	25	of	of	ADP
ajlm-948	85	26	samples	sample	NOUN
ajlm-948	85	27	within	within	ADP
ajlm-948	85	28	stipulated	stipulate	VERB
ajlm-948	85	29	tat	tat	NOUN
ajlm-948	85	30	cut	cut	NOUN
ajlm-948	85	31	-	-	PUNCT
ajlm-948	85	32	offs	off	NOUN
ajlm-948	85	33	and	and	CCONJ
ajlm-948	85	34	tail	tail	NOUN
ajlm-948	85	35	size	size	NOUN
ajlm-948	85	36	(	(	PUNCT
ajlm-948	85	37	outliers	outlier	NOUN
ajlm-948	85	38	)	)	PUNCT
ajlm-948	85	39	would	would	AUX
ajlm-948	85	40	result	result	VERB
ajlm-948	85	41	in	in	ADP
ajlm-948	85	42	improved	improved	ADJ
ajlm-948	85	43	performance.1,10	performance.1,10	NOUN
ajlm-948	85	44	this	this	PRON
ajlm-948	85	45	was	be	AUX
ajlm-948	85	46	based	base	VERB
ajlm-948	85	47	on	on	ADP
ajlm-948	85	48	the	the	DET
ajlm-948	85	49	assumption	assumption	NOUN
ajlm-948	85	50	that	that	SCONJ
ajlm-948	85	51	delivering	deliver	VERB
ajlm-948	85	52	an	an	DET
ajlm-948	85	53	interactive	interactive	ADJ
ajlm-948	85	54	tat	tat	NOUN
ajlm-948	85	55	dashboard	dashboard	NOUN
ajlm-948	85	56	indicating	indicate	VERB
ajlm-948	85	57	outlier	outlier	NOUN
ajlm-948	85	58	performance	performance	NOUN
ajlm-948	85	59	on	on	ADP
ajlm-948	85	60	its	its	PRON
ajlm-948	85	61	own	own	ADJ
ajlm-948	85	62	would	would	AUX
ajlm-948	85	63	not	not	PART
ajlm-948	85	64	result	result	VERB
ajlm-948	85	65	in	in	ADP
ajlm-948	85	66	improvement	improvement	NOUN
ajlm-948	85	67	.	.	PUNCT
ajlm-948	86	1	good	good	ADJ
ajlm-948	86	2	laboratory	laboratory	NOUN
ajlm-948	86	3	management	management	NOUN
ajlm-948	86	4	and	and	CCONJ
ajlm-948	86	5	response	response	NOUN
ajlm-948	86	6	with	with	ADP
ajlm-948	86	7	appropriate	appropriate	ADJ
ajlm-948	86	8	corrective	corrective	ADJ
ajlm-948	86	9	action	action	NOUN
ajlm-948	86	10	is	be	AUX
ajlm-948	86	11	the	the	DET
ajlm-948	86	12	key	key	ADJ
ajlm-948	86	13	catalyst	catalyst	NOUN
ajlm-948	86	14	to	to	PART
ajlm-948	86	15	deliver	deliver	VERB
ajlm-948	86	16	a	a	DET
ajlm-948	86	17	sustained	sustained	ADJ
ajlm-948	86	18	quality	quality	NOUN
ajlm-948	86	19	of	of	ADP
ajlm-948	86	20	reporting	reporting	NOUN
ajlm-948	86	21	and	and	CCONJ
ajlm-948	86	22	ensure	ensure	VERB
ajlm-948	86	23	the	the	DET
ajlm-948	86	24	continual	continual	ADJ
ajlm-948	86	25	tat	tat	NOUN
ajlm-948	86	26	improvement	improvement	NOUN
ajlm-948	86	27	of	of	ADP
ajlm-948	86	28	performance	performance	NOUN
ajlm-948	86	29	over	over	ADP
ajlm-948	86	30	time.11	time.11	NOUN
ajlm-948	86	31	all	all	DET
ajlm-948	86	32	laboratories	laboratory	NOUN
ajlm-948	86	33	typically	typically	ADV
ajlm-948	86	34	adhere	adhere	VERB
ajlm-948	86	35	to	to	ADP
ajlm-948	86	36	a	a	DET
ajlm-948	86	37	quality	quality	NOUN
ajlm-948	86	38	management	management	NOUN
ajlm-948	86	39	system	system	NOUN
ajlm-948	86	40	(	(	PUNCT
ajlm-948	86	41	qms	qms	NOUN
ajlm-948	86	42	)	)	PUNCT
ajlm-948	86	43	that	that	PRON
ajlm-948	86	44	is	be	AUX
ajlm-948	86	45	used	use	VERB
ajlm-948	86	46	to	to	PART
ajlm-948	86	47	assess	assess	VERB
ajlm-948	86	48	laboratory	laboratory	NOUN
ajlm-948	86	49	quality	quality	NOUN
ajlm-948	86	50	from	from	ADP
ajlm-948	86	51	the	the	DET
ajlm-948	86	52	pre	pre	ADJ
ajlm-948	86	53	-	-	ADJ
ajlm-948	86	54	analytic	analytic	ADJ
ajlm-948	86	55	phase	phase	NOUN
ajlm-948	86	56	through	through	ADP
ajlm-948	86	57	the	the	DET
ajlm-948	86	58	testing	testing	NOUN
ajlm-948	86	59	and	and	CCONJ
ajlm-948	86	60	reviewing	reviewing	NOUN
ajlm-948	86	61	processes	process	NOUN
ajlm-948	86	62	.	.	PUNCT
ajlm-948	87	1	a	a	DET
ajlm-948	87	2	qms	qms	PROPN
ajlm-948	87	3	is	be	AUX
ajlm-948	87	4	defined	define	VERB
ajlm-948	87	5	as	as	ADP
ajlm-948	87	6	a	a	DET
ajlm-948	87	7	set	set	NOUN
ajlm-948	87	8	of	of	ADP
ajlm-948	87	9	coordinated	coordinate	VERB
ajlm-948	87	10	activities	activity	NOUN
ajlm-948	87	11	that	that	PRON
ajlm-948	87	12	direct	direct	ADJ
ajlm-948	87	13	and	and	CCONJ
ajlm-948	87	14	control	control	VERB
ajlm-948	87	15	a	a	DET
ajlm-948	87	16	laboratory	laboratory	NOUN
ajlm-948	87	17	with	with	ADP
ajlm-948	87	18	regard	regard	NOUN
ajlm-948	87	19	to	to	ADP
ajlm-948	87	20	quality.12	quality.12	NOUN
ajlm-948	87	21	all	all	DET
ajlm-948	87	22	aspects	aspect	NOUN
ajlm-948	87	23	of	of	ADP
ajlm-948	87	24	the	the	DET
ajlm-948	87	25	laboratory	laboratory	NOUN
ajlm-948	87	26	operation	operation	NOUN
ajlm-948	87	27	,	,	PUNCT
ajlm-948	87	28	including	include	VERB
ajlm-948	87	29	the	the	DET
ajlm-948	87	30	organisational	organisational	ADJ
ajlm-948	87	31	structure	structure	NOUN
ajlm-948	87	32	,	,	PUNCT
ajlm-948	87	33	processes	process	NOUN
ajlm-948	87	34	and	and	CCONJ
ajlm-948	87	35	procedures	procedure	NOUN
ajlm-948	87	36	,	,	PUNCT
ajlm-948	87	37	need	need	VERB
ajlm-948	87	38	to	to	PART
ajlm-948	87	39	be	be	AUX
ajlm-948	87	40	addressed	address	VERB
ajlm-948	87	41	by	by	ADP
ajlm-948	87	42	the	the	DET
ajlm-948	87	43	qms	qms	PROPN
ajlm-948	87	44	to	to	PART
ajlm-948	87	45	assure	assure	VERB
ajlm-948	87	46	quality.12	quality.12	PROPN
ajlm-948	87	47	laboratory	laboratory	NOUN
ajlm-948	87	48	quality	quality	NOUN
ajlm-948	87	49	can	can	AUX
ajlm-948	87	50	be	be	AUX
ajlm-948	87	51	defined	define	VERB
ajlm-948	87	52	in	in	ADP
ajlm-948	87	53	terms	term	NOUN
ajlm-948	87	54	of	of	ADP
ajlm-948	87	55	accuracy	accuracy	NOUN
ajlm-948	87	56	,	,	PUNCT
ajlm-948	87	57	reliability	reliability	NOUN
ajlm-948	87	58	and	and	CCONJ
ajlm-948	87	59	timeliness	timeliness	NOUN
ajlm-948	87	60	(	(	PUNCT
ajlm-948	87	61	i.e.	i.e.	X
ajlm-948	87	62	tat).12	tat).12	DET
ajlm-948	87	63	one	one	NUM
ajlm-948	87	64	of	of	ADP
ajlm-948	87	65	the	the	DET
ajlm-948	87	66	key	key	ADJ
ajlm-948	87	67	practices	practice	NOUN
ajlm-948	87	68	for	for	ADP
ajlm-948	87	69	continuous	continuous	ADJ
ajlm-948	87	70	improvement	improvement	NOUN
ajlm-948	87	71	is	be	AUX
ajlm-948	87	72	the	the	DET
ajlm-948	87	73	management	management	NOUN
ajlm-948	87	74	review	review	NOUN
ajlm-948	87	75	meeting	meeting	NOUN
ajlm-948	87	76	,	,	PUNCT
ajlm-948	87	77	allowing	allow	VERB
ajlm-948	87	78	the	the	DET
ajlm-948	87	79	laboratory	laboratory	NOUN
ajlm-948	87	80	an	an	DET
ajlm-948	87	81	opportunity	opportunity	NOUN
ajlm-948	87	82	to	to	PART
ajlm-948	87	83	review	review	VERB
ajlm-948	87	84	annual	annual	ADJ
ajlm-948	87	85	performance	performance	NOUN
ajlm-948	87	86	as	as	SCONJ
ajlm-948	87	87	set	set	VERB
ajlm-948	87	88	out	out	ADP
ajlm-948	87	89	in	in	ADP
ajlm-948	87	90	the	the	DET
ajlm-948	87	91	qms	qms	PROPN
ajlm-948	87	92	.	.	PUNCT
ajlm-948	88	1	the	the	DET
ajlm-948	88	2	management	management	NOUN
ajlm-948	88	3	review	review	NOUN
ajlm-948	88	4	cycle	cycle	NOUN
ajlm-948	88	5	involves	involve	VERB
ajlm-948	88	6	planning	planning	NOUN
ajlm-948	88	7	,	,	PUNCT
ajlm-948	88	8	implementing	implement	VERB
ajlm-948	88	9	,	,	PUNCT
ajlm-948	88	10	checking	check	VERB
ajlm-948	88	11	and	and	CCONJ
ajlm-948	88	12	acting	act	VERB
ajlm-948	88	13	on	on	ADP
ajlm-948	88	14	a	a	DET
ajlm-948	88	15	quarterly	quarterly	ADJ
ajlm-948	88	16	basis	basis	NOUN
ajlm-948	88	17	to	to	PART
ajlm-948	88	18	address	address	VERB
ajlm-948	88	19	shortfalls	shortfall	NOUN
ajlm-948	88	20	identified	identify	VERB
ajlm-948	88	21	to	to	PART
ajlm-948	88	22	effect	effect	VERB
ajlm-948	88	23	continual	continual	ADJ
ajlm-948	88	24	improvement.12	improvement.12	NOUN
ajlm-948	88	25	in	in	ADP
ajlm-948	88	26	this	this	DET
ajlm-948	88	27	study	study	NOUN
ajlm-948	88	28	,	,	PUNCT
ajlm-948	88	29	we	we	PRON
ajlm-948	88	30	reveal	reveal	VERB
ajlm-948	88	31	how	how	SCONJ
ajlm-948	88	32	the	the	DET
ajlm-948	88	33	introduction	introduction	NOUN
ajlm-948	88	34	of	of	ADP
ajlm-948	88	35	a	a	DET
ajlm-948	88	36	tat	tat	NOUN
ajlm-948	88	37	dashboard	dashboard	NOUN
ajlm-948	88	38	enabled	enable	VERB
ajlm-948	88	39	senior	senior	ADJ
ajlm-948	88	40	management	management	NOUN
ajlm-948	88	41	of	of	ADP
ajlm-948	88	42	the	the	DET
ajlm-948	88	43	laboratory	laboratory	NOUN
ajlm-948	88	44	in	in	ADP
ajlm-948	88	45	question	question	NOUN
ajlm-948	88	46	to	to	PART
ajlm-948	88	47	assess	assess	VERB
ajlm-948	88	48	tat	tat	NOUN
ajlm-948	88	49	performance	performance	NOUN
ajlm-948	88	50	for	for	ADP
ajlm-948	88	51	a	a	DET
ajlm-948	88	52	particular	particular	ADJ
ajlm-948	88	53	battery	battery	NOUN
ajlm-948	88	54	of	of	ADP
ajlm-948	88	55	tests	test	NOUN
ajlm-948	88	56	that	that	PRON
ajlm-948	88	57	had	have	AUX
ajlm-948	88	58	not	not	PART
ajlm-948	88	59	met	meet	VERB
ajlm-948	88	60	the	the	DET
ajlm-948	88	61	stipulated	stipulate	VERB
ajlm-948	88	62	tat	tat	NOUN
ajlm-948	88	63	cut	cut	NOUN
ajlm-948	88	64	-	-	PUNCT
ajlm-948	88	65	off	off	NOUN
ajlm-948	88	66	(	(	PUNCT
ajlm-948	88	67	greater	great	ADJ
ajlm-948	88	68	than	than	ADP
ajlm-948	88	69	65	65	NUM
ajlm-948	88	70	%	%	NOUN
ajlm-948	88	71	of	of	ADP
ajlm-948	88	72	results	result	NOUN
ajlm-948	88	73	were	be	AUX
ajlm-948	88	74	outside	outside	ADP
ajlm-948	88	75	of	of	ADP
ajlm-948	88	76	the	the	DET
ajlm-948	88	77	stipulated	stipulate	VERB
ajlm-948	88	78	tat	tat	NOUN
ajlm-948	88	79	cut	cut	NOUN
ajlm-948	88	80	-	-	PUNCT
ajlm-948	88	81	off	off	NOUN
ajlm-948	88	82	)	)	PUNCT
ajlm-948	88	83	.	.	PUNCT
ajlm-948	89	1	upon	upon	SCONJ
ajlm-948	89	2	introduction	introduction	NOUN
ajlm-948	89	3	of	of	ADP
ajlm-948	89	4	the	the	DET
ajlm-948	89	5	dashboard	dashboard	NOUN
ajlm-948	89	6	,	,	PUNCT
ajlm-948	89	7	several	several	ADJ
ajlm-948	89	8	areas	area	NOUN
ajlm-948	89	9	of	of	ADP
ajlm-948	89	10	concern	concern	NOUN
ajlm-948	89	11	were	be	AUX
ajlm-948	89	12	immediately	immediately	ADV
ajlm-948	89	13	identified	identify	VERB
ajlm-948	89	14	including	include	VERB
ajlm-948	89	15	pre	pre	ADJ
ajlm-948	89	16	-	-	ADJ
ajlm-948	89	17	analytical	analytical	ADJ
ajlm-948	89	18	,	,	PUNCT
ajlm-948	89	19	analytical	analytical	ADJ
ajlm-948	89	20	and	and	CCONJ
ajlm-948	89	21	post	post	ADJ
ajlm-948	89	22	-	-	ADJ
ajlm-948	89	23	analytical	analytical	ADJ
ajlm-948	89	24	factors	factor	NOUN
ajlm-948	89	25	.	.	PUNCT
ajlm-948	90	1	with	with	ADP
ajlm-948	90	2	respect	respect	NOUN
ajlm-948	90	3	to	to	ADP
ajlm-948	90	4	component	component	NOUN
ajlm-948	90	5	tat	tat	NOUN
ajlm-948	90	6	,	,	PUNCT
ajlm-948	90	7	assessing	assess	VERB
ajlm-948	90	8	specifically	specifically	ADV
ajlm-948	90	9	the	the	DET
ajlm-948	90	10	timeframes	timeframe	NOUN
ajlm-948	90	11	of	of	ADP
ajlm-948	90	12	registration	registration	NOUN
ajlm-948	90	13	to	to	ADP
ajlm-948	90	14	testing	testing	NOUN
ajlm-948	90	15	and	and	CCONJ
ajlm-948	90	16	testing	testing	NOUN
ajlm-948	90	17	to	to	PART
ajlm-948	90	18	release	release	VERB
ajlm-948	90	19	of	of	ADP
ajlm-948	90	20	the	the	DET
ajlm-948	90	21	report	report	NOUN
ajlm-948	90	22	,	,	PUNCT
ajlm-948	90	23	tat	tat	NOUN
ajlm-948	90	24	delays	delay	NOUN
ajlm-948	90	25	were	be	AUX
ajlm-948	90	26	attributable	attributable	ADJ
ajlm-948	90	27	to	to	ADP
ajlm-948	90	28	delays	delay	NOUN
ajlm-948	90	29	of	of	ADP
ajlm-948	90	30	review	review	NOUN
ajlm-948	90	31	during	during	ADP
ajlm-948	90	32	weeks	week	NOUN
ajlm-948	90	33	1	1	NUM
ajlm-948	90	34	to	to	ADP
ajlm-948	90	35	41	41	NUM
ajlm-948	90	36	,	,	PUNCT
ajlm-948	90	37	with	with	ADP
ajlm-948	90	38	further	further	ADJ
ajlm-948	90	39	delays	delay	NOUN
ajlm-948	90	40	caused	cause	VERB
ajlm-948	90	41	by	by	ADP
ajlm-948	90	42	testing	testing	NOUN
ajlm-948	90	43	(	(	PUNCT
ajlm-948	90	44	instrument	instrument	NOUN
ajlm-948	90	45	)	)	PUNCT
ajlm-948	90	46	interruptions	interruption	NOUN
ajlm-948	90	47	during	during	ADP
ajlm-948	90	48	weeks	week	NOUN
ajlm-948	90	49	4	4	NUM
ajlm-948	90	50	and	and	CCONJ
ajlm-948	90	51	48	48	NUM
ajlm-948	90	52	.	.	PUNCT
ajlm-948	91	1	the	the	DET
ajlm-948	91	2	root	root	NOUN
ajlm-948	91	3	cause	cause	VERB
ajlm-948	91	4	analysis	analysis	NOUN
ajlm-948	91	5	revealed	reveal	VERB
ajlm-948	91	6	several	several	ADJ
ajlm-948	91	7	contributing	contribute	VERB
ajlm-948	91	8	factors	factor	NOUN
ajlm-948	91	9	categorised	categorise	VERB
ajlm-948	91	10	as	as	ADP
ajlm-948	91	11	equipment	equipment	NOUN
ajlm-948	91	12	and	and	CCONJ
ajlm-948	91	13	supplies	supply	NOUN
ajlm-948	91	14	,	,	PUNCT
ajlm-948	91	15	rules	rule	NOUN
ajlm-948	91	16	,	,	PUNCT
ajlm-948	91	17	policies	policy	NOUN
ajlm-948	91	18	and	and	CCONJ
ajlm-948	91	19	procedures	procedure	NOUN
ajlm-948	91	20	,	,	PUNCT
ajlm-948	91	21	environmental	environmental	ADJ
ajlm-948	91	22	and	and	CCONJ
ajlm-948	91	23	personnel	personnel	NOUN
ajlm-948	91	24	or	or	CCONJ
ajlm-948	91	25	staffing	staffing	NOUN
ajlm-948	91	26	issues	issue	NOUN
ajlm-948	91	27	.	.	PUNCT
ajlm-948	92	1	specifically	specifically	ADV
ajlm-948	92	2	,	,	PUNCT
ajlm-948	92	3	the	the	DET
ajlm-948	92	4	introduction	introduction	NOUN
ajlm-948	92	5	of	of	ADP
ajlm-948	92	6	an	an	DET
ajlm-948	92	7	auto	auto	NOUN
ajlm-948	92	8	-	-	PUNCT
ajlm-948	92	9	review	review	NOUN
ajlm-948	92	10	rule	rule	NOUN
ajlm-948	92	11	process	process	NOUN
ajlm-948	92	12	played	play	VERB
ajlm-948	92	13	an	an	DET
ajlm-948	92	14	important	important	ADJ
ajlm-948	92	15	role	role	NOUN
ajlm-948	92	16	in	in	ADP
ajlm-948	92	17	improving	improve	VERB
ajlm-948	92	18	tat	tat	NOUN
ajlm-948	92	19	cut	cut	NOUN
ajlm-948	92	20	-	-	PUNCT
ajlm-948	92	21	off	off	NOUN
ajlm-948	92	22	.	.	PUNCT
ajlm-948	93	1	a	a	DET
ajlm-948	93	2	similarly	similarly	ADV
ajlm-948	93	3	placed	place	VERB
ajlm-948	93	4	high	high	ADJ
ajlm-948	93	5	-	-	PUNCT
ajlm-948	93	6	volume	volume	NOUN
ajlm-948	93	7	core	core	NOUN
ajlm-948	93	8	laboratory	laboratory	NOUN
ajlm-948	93	9	in	in	ADP
ajlm-948	93	10	canada	canada	PROPN
ajlm-948	93	11	also	also	ADV
ajlm-948	93	12	reported	report	VERB
ajlm-948	93	13	that	that	SCONJ
ajlm-948	93	14	the	the	DET
ajlm-948	93	15	implementation	implementation	NOUN
ajlm-948	93	16	of	of	ADP
ajlm-948	93	17	a	a	DET
ajlm-948	93	18	series	series	NOUN
ajlm-948	93	19	of	of	ADP
ajlm-948	93	20	lean	lean	ADJ
ajlm-948	93	21	approaches	approach	NOUN
ajlm-948	93	22	in	in	ADP
ajlm-948	93	23	their	their	PRON
ajlm-948	93	24	busy	busy	ADJ
ajlm-948	93	25	laboratory	laboratory	NOUN
ajlm-948	93	26	,	,	PUNCT
ajlm-948	93	27	including	include	VERB
ajlm-948	93	28	automation	automation	NOUN
ajlm-948	93	29	and	and	CCONJ
ajlm-948	93	30	auto	auto	NOUN
ajlm-948	93	31	-	-	PUNCT
ajlm-948	93	32	review	review	NOUN
ajlm-948	93	33	rules	rule	NOUN
ajlm-948	93	34	,	,	PUNCT
ajlm-948	93	35	were	be	AUX
ajlm-948	93	36	effective	effective	ADJ
ajlm-948	93	37	to	to	AUX
ajlm-948	93	38	more	more	ADV
ajlm-948	93	39	efficiently	efficiently	ADV
ajlm-948	93	40	manage	manage	VERB
ajlm-948	93	41	substantial	substantial	ADJ
ajlm-948	93	42	volumes	volume	NOUN
ajlm-948	93	43	of	of	ADP
ajlm-948	93	44	samples	sample	NOUN
ajlm-948	93	45	while	while	SCONJ
ajlm-948	93	46	meeting	meet	VERB
ajlm-948	93	47	tat	tat	NOUN
ajlm-948	93	48	cut	cut	NOUN
ajlm-948	93	49	-	-	PUNCT
ajlm-948	93	50	offs.13	offs.13	NOUN
ajlm-948	93	51	several	several	ADJ
ajlm-948	93	52	important	important	ADJ
ajlm-948	93	53	lessons	lesson	NOUN
ajlm-948	93	54	learned	learn	VERB
ajlm-948	93	55	and	and	CCONJ
ajlm-948	93	56	documented	document	VERB
ajlm-948	93	57	by	by	ADP
ajlm-948	93	58	the	the	DET
ajlm-948	93	59	study	study	NOUN
ajlm-948	93	60	laboratory	laboratory	NOUN
ajlm-948	93	61	could	could	AUX
ajlm-948	93	62	serve	serve	VERB
ajlm-948	93	63	as	as	ADP
ajlm-948	93	64	a	a	DET
ajlm-948	93	65	template	template	NOUN
ajlm-948	93	66	for	for	ADP
ajlm-948	93	67	outreach	outreach	NOUN
ajlm-948	93	68	training	training	NOUN
ajlm-948	93	69	to	to	PART
ajlm-948	93	70	help	help	VERB
ajlm-948	93	71	other	other	ADJ
ajlm-948	93	72	public	public	ADJ
ajlm-948	93	73	sector	sector	NOUN
ajlm-948	93	74	laboratories	laboratory	NOUN
ajlm-948	93	75	achieve	achieve	VERB
ajlm-948	93	76	similar	similar	ADJ
ajlm-948	93	77	tat	tat	NOUN
ajlm-948	93	78	performance	performance	NOUN
ajlm-948	93	79	improvements	improvement	NOUN
ajlm-948	93	80	and	and	CCONJ
ajlm-948	93	81	establish	establish	VERB
ajlm-948	93	82	the	the	DET
ajlm-948	93	83	practices	practice	NOUN
ajlm-948	93	84	adopted	adopt	VERB
ajlm-948	93	85	at	at	ADP
ajlm-948	93	86	this	this	DET
ajlm-948	93	87	site	site	NOUN
ajlm-948	93	88	.	.	PUNCT
ajlm-948	94	1	key	key	ADJ
ajlm-948	94	2	learning	learn	VERB
ajlm-948	94	3	outcomes	outcome	NOUN
ajlm-948	94	4	emerged	emerge	VERB
ajlm-948	94	5	:	:	PUNCT
ajlm-948	94	6	firstly	firstly	ADV
ajlm-948	94	7	,	,	PUNCT
ajlm-948	94	8	the	the	DET
ajlm-948	94	9	importance	importance	NOUN
ajlm-948	94	10	of	of	ADP
ajlm-948	94	11	the	the	DET
ajlm-948	94	12	need	need	NOUN
ajlm-948	94	13	to	to	PART
ajlm-948	94	14	collate	collate	VERB
ajlm-948	94	15	and	and	CCONJ
ajlm-948	94	16	actively	actively	ADV
ajlm-948	94	17	review	review	VERB
ajlm-948	94	18	real	real	ADJ
ajlm-948	94	19	-	-	PUNCT
ajlm-948	94	20	time	time	NOUN
ajlm-948	94	21	information	information	NOUN
ajlm-948	94	22	about	about	ADP
ajlm-948	94	23	tat	tat	NOUN
ajlm-948	94	24	,	,	PUNCT
ajlm-948	94	25	including	include	VERB
ajlm-948	94	26	components	component	NOUN
ajlm-948	94	27	of	of	ADP
ajlm-948	94	28	tat	tat	NOUN
ajlm-948	94	29	,	,	PUNCT
ajlm-948	94	30	in	in	ADP
ajlm-948	94	31	ensuring	ensure	VERB
ajlm-948	94	32	overall	overall	ADJ
ajlm-948	94	33	timely	timely	ADJ
ajlm-948	94	34	reporting	reporting	NOUN
ajlm-948	94	35	in	in	ADP
ajlm-948	94	36	laboratories	laboratory	NOUN
ajlm-948	94	37	was	be	AUX
ajlm-948	94	38	understood	understand	VERB
ajlm-948	94	39	and	and	CCONJ
ajlm-948	94	40	confirmed	confirm	VERB
ajlm-948	94	41	.	.	PUNCT
ajlm-948	95	1	secondly	secondly	ADV
ajlm-948	95	2	,	,	PUNCT
ajlm-948	95	3	the	the	DET
ajlm-948	95	4	value	value	NOUN
ajlm-948	95	5	of	of	ADP
ajlm-948	95	6	vertical	vertical	ADJ
ajlm-948	95	7	audits	audits	NOUN
ajlm-948	95	8	was	be	AUX
ajlm-948	95	9	demonstrated	demonstrate	VERB
ajlm-948	95	10	.	.	PUNCT
ajlm-948	96	1	vertical	vertical	ADJ
ajlm-948	96	2	audits	audits	PROPN
ajlm-948	96	3	assisted	assist	VERB
ajlm-948	96	4	in	in	ADP
ajlm-948	96	5	understanding	understanding	NOUN
ajlm-948	96	6	what	what	PRON
ajlm-948	96	7	contributed	contribute	VERB
ajlm-948	96	8	to	to	ADP
ajlm-948	96	9	delayed	delay	VERB
ajlm-948	96	10	tat	tat	NOUN
ajlm-948	96	11	,	,	PUNCT
ajlm-948	96	12	and	and	CCONJ
ajlm-948	96	13	specific	specific	ADJ
ajlm-948	96	14	focus	focus	NOUN
ajlm-948	96	15	on	on	ADP
ajlm-948	96	16	outlier	outlier	NOUN
ajlm-948	96	17	samples	sample	NOUN
ajlm-948	96	18	and	and	CCONJ
ajlm-948	96	19	vertical	vertical	ADJ
ajlm-948	96	20	audits	audits	NOUN
ajlm-948	96	21	directed	direct	VERB
ajlm-948	96	22	subsequent	subsequent	ADJ
ajlm-948	96	23	meaningful	meaningful	ADJ
ajlm-948	96	24	corrective	corrective	ADJ
ajlm-948	96	25	action	action	NOUN
ajlm-948	96	26	.	.	PUNCT
ajlm-948	97	1	in	in	ADP
ajlm-948	97	2	line	line	NOUN
ajlm-948	97	3	with	with	ADP
ajlm-948	97	4	the	the	DET
ajlm-948	97	5	requirement	requirement	NOUN
ajlm-948	97	6	of	of	ADP
ajlm-948	97	7	ongoing	ongoing	ADJ
ajlm-948	97	8	improvement	improvement	NOUN
ajlm-948	97	9	of	of	ADP
ajlm-948	97	10	service	service	NOUN
ajlm-948	97	11	delivery	delivery	NOUN
ajlm-948	97	12	,	,	PUNCT
ajlm-948	97	13	a	a	DET
ajlm-948	97	14	weekly	weekly	ADJ
ajlm-948	97	15	‘	'	PUNCT
ajlm-948	97	16	results	result	NOUN
ajlm-948	97	17	for	for	ADP
ajlm-948	97	18	action	action	NOUN
ajlm-948	97	19	’	'	PUNCT
ajlm-948	97	20	statement	statement	NOUN
ajlm-948	97	21	was	be	AUX
ajlm-948	97	22	developed	develop	VERB
ajlm-948	97	23	and	and	CCONJ
ajlm-948	97	24	found	find	VERB
ajlm-948	97	25	to	to	PART
ajlm-948	97	26	be	be	AUX
ajlm-948	97	27	useful	useful	ADJ
ajlm-948	97	28	to	to	PART
ajlm-948	97	29	deliver	deliver	VERB
ajlm-948	97	30	specific	specific	ADJ
ajlm-948	97	31	information	information	NOUN
ajlm-948	97	32	at	at	ADP
ajlm-948	97	33	the	the	DET
ajlm-948	97	34	sample	sample	NOUN
ajlm-948	97	35	or	or	CCONJ
ajlm-948	97	36	episode	episode	NOUN
ajlm-948	97	37	level	level	NOUN
ajlm-948	97	38	.	.	PUNCT
ajlm-948	98	1	such	such	ADJ
ajlm-948	98	2	reports	report	NOUN
ajlm-948	98	3	,	,	PUNCT
ajlm-948	98	4	while	while	SCONJ
ajlm-948	98	5	getting	get	VERB
ajlm-948	98	6	the	the	DET
ajlm-948	98	7	attention	attention	NOUN
ajlm-948	98	8	of	of	ADP
ajlm-948	98	9	senior	senior	ADJ
ajlm-948	98	10	management	management	NOUN
ajlm-948	98	11	,	,	PUNCT
ajlm-948	98	12	could	could	AUX
ajlm-948	98	13	be	be	AUX
ajlm-948	98	14	directed	direct	VERB
ajlm-948	98	15	to	to	ADP
ajlm-948	98	16	relevant	relevant	ADJ
ajlm-948	98	17	managers	manager	NOUN
ajlm-948	98	18	to	to	PART
ajlm-948	98	19	highlight	highlight	VERB
ajlm-948	98	20	specific	specific	ADJ
ajlm-948	98	21	problematic	problematic	ADJ
ajlm-948	98	22	areas	area	NOUN
ajlm-948	98	23	and	and	CCONJ
ajlm-948	98	24	guide	guide	VERB
ajlm-948	98	25	the	the	DET
ajlm-948	98	26	focus	focus	NOUN
ajlm-948	98	27	of	of	ADP
ajlm-948	98	28	managers	manager	NOUN
ajlm-948	98	29	’	’	PART
ajlm-948	98	30	attention	attention	NOUN
ajlm-948	98	31	to	to	ADP
ajlm-948	98	32	the	the	DET
ajlm-948	98	33	investigation	investigation	NOUN
ajlm-948	98	34	of	of	ADP
ajlm-948	98	35	true	true	ADJ
ajlm-948	98	36	tat	tat	NOUN
ajlm-948	98	37	outliers	outlier	NOUN
ajlm-948	98	38	or	or	CCONJ
ajlm-948	98	39	exceptions	exception	NOUN
ajlm-948	98	40	.	.	PUNCT
ajlm-948	99	1	such	such	ADJ
ajlm-948	99	2	investigation	investigation	NOUN
ajlm-948	99	3	(	(	PUNCT
ajlm-948	99	4	with	with	ADP
ajlm-948	99	5	solutions	solution	NOUN
ajlm-948	99	6	)	)	PUNCT
ajlm-948	99	7	of	of	ADP
ajlm-948	99	8	specifically	specifically	ADV
ajlm-948	99	9	identified	identify	VERB
ajlm-948	99	10	problem	problem	NOUN
ajlm-948	99	11	areas	area	NOUN
ajlm-948	99	12	could	could	AUX
ajlm-948	99	13	yield	yield	VERB
ajlm-948	99	14	practical	practical	ADJ
ajlm-948	99	15	and	and	CCONJ
ajlm-948	99	16	advantageous	advantageous	ADJ
ajlm-948	99	17	outcomes	outcome	NOUN
ajlm-948	99	18	,	,	PUNCT
ajlm-948	99	19	not	not	PART
ajlm-948	99	20	only	only	ADV
ajlm-948	99	21	solving	solve	VERB
ajlm-948	99	22	the	the	DET
ajlm-948	99	23	issues	issue	NOUN
ajlm-948	99	24	at	at	ADP
ajlm-948	99	25	hand	hand	NOUN
ajlm-948	99	26	but	but	CCONJ
ajlm-948	99	27	more	more	ADV
ajlm-948	99	28	widely	widely	ADV
ajlm-948	99	29	having	have	VERB
ajlm-948	99	30	a	a	DET
ajlm-948	99	31	positive	positive	ADJ
ajlm-948	99	32	impact	impact	NOUN
ajlm-948	99	33	on	on	ADP
ajlm-948	99	34	overall	overall	ADJ
ajlm-948	99	35	service	service	NOUN
ajlm-948	99	36	delivery	delivery	NOUN
ajlm-948	99	37	improvement	improvement	NOUN
ajlm-948	99	38	.	.	PUNCT
ajlm-948	100	1	the	the	DET
ajlm-948	100	2	final	final	ADJ
ajlm-948	100	3	lesson	lesson	NOUN
ajlm-948	100	4	learned	learn	VERB
ajlm-948	100	5	revolved	revolve	VERB
ajlm-948	100	6	around	around	ADP
ajlm-948	100	7	the	the	DET
ajlm-948	100	8	importance	importance	NOUN
ajlm-948	100	9	of	of	ADP
ajlm-948	100	10	documenting	documenting	NOUN
ajlm-948	100	11	and	and	CCONJ
ajlm-948	100	12	following	follow	VERB
ajlm-948	100	13	through	through	ADP
ajlm-948	100	14	on	on	ADP
ajlm-948	100	15	corrective	corrective	ADJ
ajlm-948	100	16	actions	action	NOUN
ajlm-948	100	17	as	as	ADP
ajlm-948	100	18	part	part	NOUN
ajlm-948	100	19	of	of	ADP
ajlm-948	100	20	the	the	DET
ajlm-948	100	21	qms	qms	PROPN
ajlm-948	100	22	.	.	PUNCT
ajlm-948	101	1	this	this	PRON
ajlm-948	101	2	ensures	ensure	VERB
ajlm-948	101	3	that	that	SCONJ
ajlm-948	101	4	corrective	corrective	ADJ
ajlm-948	101	5	actions	action	NOUN
ajlm-948	101	6	taken	take	VERB
ajlm-948	101	7	have	have	VERB
ajlm-948	101	8	consequences	consequence	NOUN
ajlm-948	101	9	and	and	CCONJ
ajlm-948	101	10	are	be	AUX
ajlm-948	101	11	sustained	sustain	VERB
ajlm-948	101	12	.	.	PUNCT
ajlm-948	102	1	in	in	ADP
ajlm-948	102	2	the	the	DET
ajlm-948	102	3	services	service	NOUN
ajlm-948	102	4	review	review	NOUN
ajlm-948	102	5	presented	present	VERB
ajlm-948	102	6	here	here	ADV
ajlm-948	102	7	,	,	PUNCT
ajlm-948	102	8	the	the	DET
ajlm-948	102	9	week	week	NOUN
ajlm-948	102	10	-	-	PUNCT
ajlm-948	102	11	by	by	ADP
ajlm-948	102	12	-	-	PUNCT
ajlm-948	102	13	week	week	NOUN
ajlm-948	102	14	reminders	reminder	NOUN
ajlm-948	102	15	of	of	ADP
ajlm-948	102	16	outlying	outlying	ADJ
ajlm-948	102	17	tat	tat	NOUN
ajlm-948	102	18	were	be	AUX
ajlm-948	102	19	a	a	DET
ajlm-948	102	20	constant	constant	ADJ
ajlm-948	102	21	cue	cue	NOUN
ajlm-948	102	22	that	that	PRON
ajlm-948	102	23	solutions	solution	NOUN
ajlm-948	102	24	implemented	implement	VERB
ajlm-948	102	25	had	have	AUX
ajlm-948	102	26	not	not	PART
ajlm-948	102	27	been	be	AUX
ajlm-948	102	28	effective	effective	ADJ
ajlm-948	102	29	.	.	PUNCT
ajlm-948	103	1	re	re	NOUN
ajlm-948	103	2	-	-	NOUN
ajlm-948	103	3	evaluation	evaluation	NOUN
ajlm-948	103	4	and	and	CCONJ
ajlm-948	103	5	re	re	NOUN
ajlm-948	103	6	-	-	NOUN
ajlm-948	103	7	assessment	assessment	NOUN
ajlm-948	103	8	allowed	allow	VERB
ajlm-948	103	9	for	for	ADP
ajlm-948	103	10	streamlined	streamlined	ADJ
ajlm-948	103	11	processes	process	NOUN
ajlm-948	103	12	to	to	PART
ajlm-948	103	13	be	be	AUX
ajlm-948	103	14	considered	consider	VERB
ajlm-948	103	15	when	when	SCONJ
ajlm-948	103	16	initial	initial	ADJ
ajlm-948	103	17	corrective	corrective	ADJ
ajlm-948	103	18	actions	action	NOUN
ajlm-948	103	19	had	have	AUX
ajlm-948	103	20	failed	fail	VERB
ajlm-948	103	21	.	.	PUNCT
ajlm-948	104	1	also	also	ADV
ajlm-948	104	2	highlighted	highlight	VERB
ajlm-948	104	3	was	be	AUX
ajlm-948	104	4	the	the	DET
ajlm-948	104	5	importance	importance	NOUN
ajlm-948	104	6	of	of	ADP
ajlm-948	104	7	conducting	conduct	VERB
ajlm-948	104	8	a	a	DET
ajlm-948	104	9	root	root	NOUN
ajlm-948	104	10	cause	cause	NOUN
ajlm-948	104	11	analysis	analysis	NOUN
ajlm-948	104	12	,	,	PUNCT
ajlm-948	104	13	as	as	SCONJ
ajlm-948	104	14	cause	cause	NOUN
ajlm-948	104	15	and	and	CCONJ
ajlm-948	104	16	effect	effect	VERB
ajlm-948	104	17	diagrams	diagram	NOUN
ajlm-948	104	18	,	,	PUNCT
ajlm-948	104	19	to	to	PART
ajlm-948	104	20	tease	tease	VERB
ajlm-948	104	21	out	out	ADP
ajlm-948	104	22	and	and	CCONJ
ajlm-948	104	23	understand	understand	VERB
ajlm-948	104	24	all	all	DET
ajlm-948	104	25	aspects	aspect	NOUN
ajlm-948	104	26	of	of	ADP
ajlm-948	104	27	errors	error	NOUN
ajlm-948	104	28	and	and	CCONJ
ajlm-948	104	29	any	any	DET
ajlm-948	104	30	contributing	contribute	VERB
ajlm-948	104	31	factors	factor	NOUN
ajlm-948	104	32	that	that	PRON
ajlm-948	104	33	may	may	AUX
ajlm-948	104	34	lead	lead	VERB
ajlm-948	104	35	to	to	ADP
ajlm-948	104	36	delays	delay	NOUN
ajlm-948	104	37	in	in	ADP
ajlm-948	104	38	tat	tat	NOUN
ajlm-948	104	39	.	.	PUNCT
ajlm-948	105	1	it	it	PRON
ajlm-948	105	2	is	be	AUX
ajlm-948	105	3	also	also	ADV
ajlm-948	105	4	important	important	ADJ
ajlm-948	105	5	to	to	PART
ajlm-948	105	6	point	point	VERB
ajlm-948	105	7	out	out	ADP
ajlm-948	105	8	that	that	SCONJ
ajlm-948	105	9	although	although	SCONJ
ajlm-948	105	10	a	a	DET
ajlm-948	105	11	corrective	corrective	ADJ
ajlm-948	105	12	action	action	NOUN
ajlm-948	105	13	may	may	AUX
ajlm-948	105	14	be	be	AUX
ajlm-948	105	15	resolved	resolve	VERB
ajlm-948	105	16	with	with	ADP
ajlm-948	105	17	a	a	DET
ajlm-948	105	18	single	single	ADJ
ajlm-948	105	19	intervention	intervention	NOUN
ajlm-948	105	20	,	,	PUNCT
ajlm-948	105	21	more	more	ADV
ajlm-948	105	22	frequently	frequently	ADV
ajlm-948	105	23	corrective	corrective	ADJ
ajlm-948	105	24	action	action	NOUN
ajlm-948	105	25	is	be	AUX
ajlm-948	105	26	a	a	DET
ajlm-948	105	27	multi	multi	ADJ
ajlm-948	105	28	-	-	ADJ
ajlm-948	105	29	step	step	ADJ
ajlm-948	105	30	process	process	NOUN
ajlm-948	105	31	to	to	PART
ajlm-948	105	32	identify	identify	VERB
ajlm-948	105	33	possible	possible	ADJ
ajlm-948	105	34	solutions	solution	NOUN
ajlm-948	105	35	and	and	CCONJ
ajlm-948	105	36	alternatives	alternative	NOUN
ajlm-948	105	37	.	.	PUNCT
ajlm-948	106	1	once	once	ADV
ajlm-948	106	2	implemented	implement	VERB
ajlm-948	106	3	,	,	PUNCT
ajlm-948	106	4	these	these	DET
ajlm-948	106	5	corrective	corrective	ADJ
ajlm-948	106	6	steps	step	NOUN
ajlm-948	106	7	require	require	VERB
ajlm-948	106	8	consistent	consistent	ADJ
ajlm-948	106	9	monitoring	monitoring	NOUN
ajlm-948	106	10	and	and	CCONJ
ajlm-948	106	11	evaluation	evaluation	NOUN
ajlm-948	106	12	for	for	ADP
ajlm-948	106	13	sustained	sustained	ADJ
ajlm-948	106	14	impact	impact	NOUN
ajlm-948	106	15	.	.	PUNCT
ajlm-948	107	1	here	here	ADV
ajlm-948	107	2	,	,	PUNCT
ajlm-948	107	3	the	the	DET
ajlm-948	107	4	information	information	NOUN
ajlm-948	107	5	provided	provide	VERB
ajlm-948	107	6	by	by	ADP
ajlm-948	107	7	the	the	DET
ajlm-948	107	8	dashboard	dashboard	NOUN
ajlm-948	107	9	offered	offer	VERB
ajlm-948	107	10	objective	objective	ADJ
ajlm-948	107	11	evidence	evidence	NOUN
ajlm-948	107	12	of	of	ADP
ajlm-948	107	13	identified	identify	VERB
ajlm-948	107	14	issues	issue	NOUN
ajlm-948	107	15	that	that	PRON
ajlm-948	107	16	could	could	AUX
ajlm-948	107	17	be	be	AUX
ajlm-948	107	18	documented	document	VERB
ajlm-948	107	19	and	and	CCONJ
ajlm-948	107	20	presented	present	VERB
ajlm-948	107	21	to	to	ADP
ajlm-948	107	22	senior	senior	ADJ
ajlm-948	107	23	managers	manager	NOUN
ajlm-948	107	24	month	month	NOUN
ajlm-948	107	25	to	to	ADP
ajlm-948	107	26	month	month	NOUN
ajlm-948	107	27	and	and	CCONJ
ajlm-948	107	28	at	at	ADP
ajlm-948	107	29	the	the	DET
ajlm-948	107	30	annual	annual	ADJ
ajlm-948	107	31	management	management	NOUN
ajlm-948	107	32	meeting	meeting	NOUN
ajlm-948	107	33	;	;	PUNCT
ajlm-948	107	34	that	that	SCONJ
ajlm-948	107	35	,	,	PUNCT
ajlm-948	107	36	in	in	ADP
ajlm-948	107	37	due	due	ADJ
ajlm-948	107	38	course	course	NOUN
ajlm-948	107	39	,	,	PUNCT
ajlm-948	107	40	enabled	enable	VERB
ajlm-948	107	41	corrective	corrective	ADJ
ajlm-948	107	42	action	action	NOUN
ajlm-948	107	43	planning	planning	NOUN
ajlm-948	107	44	and	and	CCONJ
ajlm-948	107	45	the	the	DET
ajlm-948	107	46	facilitated	facilitated	ADJ
ajlm-948	107	47	,	,	PUNCT
ajlm-948	107	48	necessary	necessary	ADJ
ajlm-948	107	49	,	,	PUNCT
ajlm-948	107	50	mandates	mandate	NOUN
ajlm-948	107	51	to	to	PART
ajlm-948	107	52	effect	effect	VERB
ajlm-948	107	53	better	well	ADJ
ajlm-948	107	54	service	service	NOUN
ajlm-948	107	55	.	.	PUNCT
ajlm-948	108	1	past	past	ADJ
ajlm-948	108	2	approaches	approach	NOUN
ajlm-948	108	3	to	to	ADP
ajlm-948	108	4	improving	improve	VERB
ajlm-948	108	5	turnaround	turnaround	NOUN
ajlm-948	108	6	times	time	NOUN
ajlm-948	108	7	over	over	ADP
ajlm-948	108	8	the	the	DET
ajlm-948	108	9	years	year	NOUN
ajlm-948	108	10	there	there	PRON
ajlm-948	108	11	have	have	AUX
ajlm-948	108	12	been	be	AUX
ajlm-948	108	13	multiple	multiple	ADJ
ajlm-948	108	14	approaches	approach	NOUN
ajlm-948	108	15	to	to	ADP
ajlm-948	108	16	monitoring	monitor	VERB
ajlm-948	108	17	tat	tat	ADJ
ajlm-948	108	18	reporting	reporting	NOUN
ajlm-948	108	19	with	with	ADP
ajlm-948	108	20	the	the	DET
ajlm-948	108	21	aim	aim	NOUN
ajlm-948	108	22	of	of	ADP
ajlm-948	108	23	improving	improve	VERB
ajlm-948	108	24	tat	tat	NOUN
ajlm-948	108	25	and	and	CCONJ
ajlm-948	108	26	,	,	PUNCT
ajlm-948	108	27	in	in	ADP
ajlm-948	108	28	turn	turn	NOUN
ajlm-948	108	29	,	,	PUNCT
ajlm-948	108	30	patient	patient	ADJ
ajlm-948	108	31	care	care	NOUN
ajlm-948	108	32	.	.	PUNCT
ajlm-948	109	1	approaches	approach	NOUN
ajlm-948	109	2	range	range	VERB
ajlm-948	109	3	from	from	ADP
ajlm-948	109	4	identifying	identify	VERB
ajlm-948	109	5	outliers	outlier	NOUN
ajlm-948	109	6	to	to	ADP
ajlm-948	109	7	implementing	implement	VERB
ajlm-948	109	8	lean	lean	ADJ
ajlm-948	109	9	sigma	sigma	NOUN
ajlm-948	109	10	six	six	NUM
ajlm-948	109	11	to	to	PART
ajlm-948	109	12	process	process	VERB
ajlm-948	109	13	mapping.1,14,15,16,17	mapping.1,14,15,16,17	VERB
ajlm-948	109	14	one	one	NUM
ajlm-948	109	15	of	of	ADP
ajlm-948	109	16	the	the	DET
ajlm-948	109	17	earliest	early	ADJ
ajlm-948	109	18	approaches	approach	NOUN
ajlm-948	109	19	described	describe	VERB
ajlm-948	109	20	was	be	AUX
ajlm-948	109	21	the	the	DET
ajlm-948	109	22	identification	identification	NOUN
ajlm-948	109	23	of	of	ADP
ajlm-948	109	24	tat	tat	NOUN
ajlm-948	109	25	outliers.1	outliers.1	PROPN
ajlm-948	109	26	holland	holland	PROPN
ajlm-948	109	27	et	et	PROPN
ajlm-948	109	28	al	al	PROPN
ajlm-948	109	29	.	.	PROPN
ajlm-948	109	30	reported	report	VERB
ajlm-948	109	31	that	that	SCONJ
ajlm-948	109	32	the	the	DET
ajlm-948	109	33	average	average	ADJ
ajlm-948	109	34	length	length	NOUN
ajlm-948	109	35	of	of	ADP
ajlm-948	109	36	stay	stay	NOUN
ajlm-948	109	37	in	in	ADP
ajlm-948	109	38	the	the	DET
ajlm-948	109	39	emergency	emergency	NOUN
ajlm-948	109	40	department	department	NOUN
ajlm-948	109	41	across	across	ADP
ajlm-948	109	42	11	11	NUM
ajlm-948	109	43	hospitals	hospital	NOUN
ajlm-948	109	44	correlated	correlate	VERB
ajlm-948	109	45	significantly	significantly	ADV
ajlm-948	109	46	with	with	ADP
ajlm-948	109	47	the	the	DET
ajlm-948	109	48	percentage	percentage	NOUN
ajlm-948	109	49	of	of	ADP
ajlm-948	109	50	outliers.15	outliers.15	NOUN
ajlm-948	109	51	in	in	ADP
ajlm-948	109	52	2007	2007	NUM
ajlm-948	109	53	,	,	PUNCT
ajlm-948	109	54	hawkins	hawkin	NOUN
ajlm-948	109	55	defined	define	VERB
ajlm-948	109	56	outliers	outlier	NOUN
ajlm-948	109	57	as	as	ADP
ajlm-948	109	58	the	the	DET
ajlm-948	109	59	tat	tat	NOUN
ajlm-948	109	60	of	of	ADP
ajlm-948	109	61	samples	sample	NOUN
ajlm-948	109	62	that	that	PRON
ajlm-948	109	63	exceeded	exceed	VERB
ajlm-948	109	64	the	the	DET
ajlm-948	109	65	institution	institution	NOUN
ajlm-948	109	66	’s	’s	PART
ajlm-948	109	67	agreed	agree	VERB
ajlm-948	109	68	tat	tat	NOUN
ajlm-948	109	69	cut	cut	NOUN
ajlm-948	109	70	-	-	PUNCT
ajlm-948	109	71	offs.1	offs.1	NOUN
ajlm-948	109	72	outliers	outlier	NOUN
ajlm-948	109	73	could	could	AUX
ajlm-948	109	74	also	also	ADV
ajlm-948	109	75	be	be	AUX
ajlm-948	109	76	defined	define	VERB
ajlm-948	109	77	as	as	ADP
ajlm-948	109	78	the	the	DET
ajlm-948	109	79	tail	tail	NOUN
ajlm-948	109	80	size	size	NOUN
ajlm-948	109	81	given	give	VERB
ajlm-948	109	82	the	the	DET
ajlm-948	109	83	skewed	skewed	ADJ
ajlm-948	109	84	tat	tat	NOUN
ajlm-948	109	85	distribution	distribution	NOUN
ajlm-948	109	86	.	.	PUNCT
ajlm-948	110	1	therefore	therefore	ADV
ajlm-948	110	2	,	,	PUNCT
ajlm-948	110	3	the	the	DET
ajlm-948	110	4	mean	mean	ADJ
ajlm-948	110	5	and	and	CCONJ
ajlm-948	110	6	confidence	confidence	NOUN
ajlm-948	110	7	interval	interval	NOUN
ajlm-948	110	8	are	be	AUX
ajlm-948	110	9	not	not	PART
ajlm-948	110	10	appropriate	appropriate	ADJ
ajlm-948	110	11	measures	measure	NOUN
ajlm-948	110	12	for	for	ADP
ajlm-948	110	13	assessing	assess	VERB
ajlm-948	110	14	tat	tat	NOUN
ajlm-948	110	15	performance	performance	NOUN
ajlm-948	110	16	.	.	PUNCT
ajlm-948	111	1	in	in	ADP
ajlm-948	111	2	2018	2018	NUM
ajlm-948	111	3	,	,	PUNCT
ajlm-948	111	4	coetzee	coetzee	PROPN
ajlm-948	111	5	et	et	PROPN
ajlm-948	111	6	al	al	PROPN
ajlm-948	111	7	.	.	PROPN
ajlm-948	111	8	used	use	VERB
ajlm-948	111	9	the	the	DET
ajlm-948	111	10	75th	75th	ADJ
ajlm-948	111	11	percentile	percentile	NOUN
ajlm-948	111	12	and	and	CCONJ
ajlm-948	111	13	the	the	DET
ajlm-948	111	14	percentage	percentage	NOUN
ajlm-948	111	15	of	of	ADP
ajlm-948	111	16	samples	sample	NOUN
ajlm-948	111	17	within	within	ADP
ajlm-948	111	18	the	the	DET
ajlm-948	111	19	cut	cut	NOUN
ajlm-948	111	20	-	-	PUNCT
ajlm-948	111	21	off	off	ADP
ajlm-948	111	22	tat	tat	NOUN
ajlm-948	111	23	to	to	PART
ajlm-948	111	24	identify	identify	VERB
ajlm-948	111	25	outliers	outlier	NOUN
ajlm-948	111	26	at	at	ADP
ajlm-948	111	27	the	the	DET
ajlm-948	111	28	laboratory	laboratory	NOUN
ajlm-948	111	29	and	and	CCONJ
ajlm-948	111	30	test	test	NOUN
ajlm-948	111	31	levels.10	levels.10	NOUN
ajlm-948	111	32	the	the	DET
ajlm-948	111	33	development	development	NOUN
ajlm-948	111	34	of	of	ADP
ajlm-948	111	35	routine	routine	ADJ
ajlm-948	111	36	monitoring	monitoring	NOUN
ajlm-948	111	37	systems	system	NOUN
ajlm-948	111	38	to	to	PART
ajlm-948	111	39	identify	identify	VERB
ajlm-948	111	40	laboratories	laboratory	NOUN
ajlm-948	111	41	with	with	ADP
ajlm-948	111	42	a	a	DET
ajlm-948	111	43	long	long	ADJ
ajlm-948	111	44	tail	tail	NOUN
ajlm-948	111	45	size	size	NOUN
ajlm-948	111	46	enabled	enable	VERB
ajlm-948	111	47	focused	focused	ADJ
ajlm-948	111	48	interventions	intervention	NOUN
ajlm-948	111	49	to	to	PART
ajlm-948	111	50	proactively	proactively	ADV
ajlm-948	111	51	resolve	resolve	VERB
ajlm-948	111	52	poor	poor	ADJ
ajlm-948	111	53	service	service	NOUN
ajlm-948	111	54	delivery.10	delivery.10	NOUN
ajlm-948	111	55	many	many	ADJ
ajlm-948	111	56	laboratories	laboratory	NOUN
ajlm-948	111	57	have	have	AUX
ajlm-948	111	58	implemented	implement	VERB
ajlm-948	111	59	lean	lean	ADJ
ajlm-948	111	60	six	six	NUM
ajlm-948	111	61	sigma	sigma	NOUN
ajlm-948	111	62	approaches	approach	NOUN
ajlm-948	111	63	to	to	PART
ajlm-948	111	64	improve	improve	VERB
ajlm-948	111	65	tat	tat	NOUN
ajlm-948	111	66	performance.13	performance.13	NOUN
ajlm-948	111	67	lean	lean	VERB
ajlm-948	111	68	is	be	AUX
ajlm-948	111	69	defined	define	VERB
ajlm-948	111	70	as	as	ADP
ajlm-948	111	71	a	a	DET
ajlm-948	111	72	continuous	continuous	ADJ
ajlm-948	111	73	improvement	improvement	NOUN
ajlm-948	111	74	system	system	NOUN
ajlm-948	111	75	consisting	consist	VERB
ajlm-948	111	76	of	of	ADP
ajlm-948	111	77	technical	technical	ADJ
ajlm-948	111	78	tools	tool	NOUN
ajlm-948	111	79	and	and	CCONJ
ajlm-948	111	80	management	management	NOUN
ajlm-948	111	81	methods.16	methods.16	PROPN
ajlm-948	111	82	one	one	NUM
ajlm-948	111	83	of	of	ADP
ajlm-948	111	84	the	the	DET
ajlm-948	111	85	aims	aim	NOUN
ajlm-948	111	86	of	of	ADP
ajlm-948	111	87	a	a	DET
ajlm-948	111	88	‘	'	PUNCT
ajlm-948	111	89	lean	lean	ADJ
ajlm-948	111	90	’	'	PUNCT
ajlm-948	111	91	approach	approach	NOUN
ajlm-948	111	92	is	be	AUX
ajlm-948	111	93	to	to	PART
ajlm-948	111	94	find	find	VERB
ajlm-948	111	95	and	and	CCONJ
ajlm-948	111	96	eliminate	eliminate	VERB
ajlm-948	111	97	waste.16	waste.16	PROPN
ajlm-948	111	98	for	for	ADP
ajlm-948	111	99	example	example	NOUN
ajlm-948	111	100	,	,	PUNCT
ajlm-948	111	101	waste	waste	NOUN
ajlm-948	111	102	may	may	AUX
ajlm-948	111	103	be	be	AUX
ajlm-948	111	104	introduced	introduce	VERB
ajlm-948	111	105	by	by	ADP
ajlm-948	111	106	the	the	DET
ajlm-948	111	107	layout	layout	NOUN
ajlm-948	111	108	of	of	ADP
ajlm-948	111	109	a	a	DET
ajlm-948	111	110	laboratory	laboratory	NOUN
ajlm-948	111	111	or	or	CCONJ
ajlm-948	111	112	by	by	ADP
ajlm-948	111	113	poor	poor	ADJ
ajlm-948	111	114	process	process	NOUN
ajlm-948	111	115	design.16	design.16	PROPN
ajlm-948	111	116	long	long	ADJ
ajlm-948	111	117	distances	distance	NOUN
ajlm-948	111	118	between	between	ADP
ajlm-948	111	119	the	the	DET
ajlm-948	111	120	receiving	receive	VERB
ajlm-948	111	121	office	office	NOUN
ajlm-948	111	122	and	and	CCONJ
ajlm-948	111	123	testing	test	VERB
ajlm-948	111	124	laboratory	laboratory	NOUN
ajlm-948	111	125	could	could	AUX
ajlm-948	111	126	also	also	ADV
ajlm-948	111	127	,	,	PUNCT
ajlm-948	111	128	for	for	ADP
ajlm-948	111	129	example	example	NOUN
ajlm-948	111	130	,	,	PUNCT
ajlm-948	111	131	encourage	encourage	VERB
ajlm-948	111	132	staff	staff	NOUN
ajlm-948	111	133	to	to	PART
ajlm-948	111	134	move	move	VERB
ajlm-948	111	135	samples	sample	NOUN
ajlm-948	111	136	in	in	ADP
ajlm-948	111	137	batches	batch	NOUN
ajlm-948	111	138	resulting	result	VERB
ajlm-948	111	139	in	in	ADP
ajlm-948	111	140	tat	tat	PROPN
ajlm-948	111	141	delays.16	delays.16	PROPN
ajlm-948	111	142	padgett	padgett	PROPN
ajlm-948	111	143	et	et	PROPN
ajlm-948	111	144	al	al	PROPN
ajlm-948	111	145	.	.	PROPN
ajlm-948	111	146	reported	report	VERB
ajlm-948	111	147	that	that	SCONJ
ajlm-948	111	148	the	the	DET
ajlm-948	111	149	introduction	introduction	NOUN
ajlm-948	111	150	of	of	ADP
ajlm-948	111	151	lean	lean	ADJ
ajlm-948	111	152	approaches	approach	NOUN
ajlm-948	111	153	for	for	ADP
ajlm-948	111	154	troponin	troponin	ADJ
ajlm-948	111	155	testing	testing	NOUN
ajlm-948	111	156	resulted	result	VERB
ajlm-948	111	157	in	in	ADP
ajlm-948	111	158	substantial	substantial	ADJ
ajlm-948	111	159	tat	tat	NOUN
ajlm-948	111	160	improvements	improvement	NOUN
ajlm-948	111	161	and	and	CCONJ
ajlm-948	111	162	averted	avert	VERB
ajlm-948	111	163	a	a	DET
ajlm-948	111	164	proposed	propose	VERB
ajlm-948	111	165	point	point	NOUN
ajlm-948	111	166	-	-	PUNCT
ajlm-948	111	167	of	of	ADP
ajlm-948	111	168	-	-	PUNCT
ajlm-948	111	169	care	care	NOUN
ajlm-948	111	170	testing	testing	NOUN
ajlm-948	111	171	implementation.16	implementation.16	PROPN
ajlm-948	111	172	stapleton	stapleton	PROPN
ajlm-948	111	173	et	et	PROPN
ajlm-948	111	174	al	al	PROPN
ajlm-948	111	175	.	.	PROPN
ajlm-948	111	176	reported	report	VERB
ajlm-948	111	177	how	how	SCONJ
ajlm-948	111	178	a	a	DET
ajlm-948	111	179	lean	lean	ADJ
ajlm-948	111	180	approach	approach	NOUN
ajlm-948	111	181	implemented	implement	VERB
ajlm-948	111	182	over	over	ADP
ajlm-948	111	183	a	a	DET
ajlm-948	111	184	three	three	NUM
ajlm-948	111	185	-	-	PUNCT
ajlm-948	111	186	year	year	NOUN
ajlm-948	111	187	period	period	NOUN
ajlm-948	111	188	in	in	ADP
ajlm-948	111	189	the	the	DET
ajlm-948	111	190	laboratory	laboratory	NOUN
ajlm-948	111	191	resulted	result	VERB
ajlm-948	111	192	in	in	ADP
ajlm-948	111	193	tat	tat	NOUN
ajlm-948	111	194	reductions	reduction	NOUN
ajlm-948	111	195	for	for	ADP
ajlm-948	111	196	all	all	DET
ajlm-948	111	197	emergency	emergency	NOUN
ajlm-948	111	198	tests17	tests17	NOUN
ajlm-948	111	199	by	by	ADP
ajlm-948	111	200	implementing	implement	VERB
ajlm-948	111	201	both	both	DET
ajlm-948	111	202	workflow	workflow	NOUN
ajlm-948	111	203	improvements	improvement	NOUN
ajlm-948	111	204	and	and	CCONJ
ajlm-948	111	205	a	a	DET
ajlm-948	111	206	dedicated	dedicated	ADJ
ajlm-948	111	207	emergency	emergency	NOUN
ajlm-948	111	208	bench.17	bench.17	PROPN
ajlm-948	111	209	another	another	DET
ajlm-948	111	210	approach	approach	NOUN
ajlm-948	111	211	to	to	PART
ajlm-948	111	212	improve	improve	VERB
ajlm-948	111	213	tat	tat	NOUN
ajlm-948	111	214	reported	report	VERB
ajlm-948	111	215	by	by	ADP
ajlm-948	111	216	barakauskas	barakauskas	PROPN
ajlm-948	111	217	et	et	PROPN
ajlm-948	111	218	al	al	PROPN
ajlm-948	111	219	.	.	PROPN
ajlm-948	111	220	involved	involve	VERB
ajlm-948	111	221	using	use	VERB
ajlm-948	111	222	lis	li	NOUN
ajlm-948	111	223	time	time	NOUN
ajlm-948	111	224	stamps	stamp	NOUN
ajlm-948	111	225	,	,	PUNCT
ajlm-948	111	226	direct	direct	ADJ
ajlm-948	111	227	observations	observation	NOUN
ajlm-948	111	228	and	and	CCONJ
ajlm-948	111	229	discussions	discussion	NOUN
ajlm-948	111	230	with	with	ADP
ajlm-948	111	231	staff	staff	NOUN
ajlm-948	111	232	to	to	PART
ajlm-948	111	233	construct	construct	VERB
ajlm-948	111	234	various	various	ADJ
ajlm-948	111	235	value	value	NOUN
ajlm-948	111	236	stream	stream	NOUN
ajlm-948	111	237	and	and	CCONJ
ajlm-948	111	238	process	process	NOUN
ajlm-948	111	239	maps	map	NOUN
ajlm-948	111	240	for	for	ADP
ajlm-948	111	241	immunosuppressant	immunosuppressant	ADJ
ajlm-948	111	242	drug	drug	NOUN
ajlm-948	111	243	level	level	NOUN
ajlm-948	111	244	testing.14	testing.14	PRON
ajlm-948	111	245	the	the	DET
ajlm-948	111	246	value	value	NOUN
ajlm-948	111	247	stream	stream	NOUN
ajlm-948	111	248	map	map	NOUN
ajlm-948	111	249	identified	identify	VERB
ajlm-948	111	250	process	process	NOUN
ajlm-948	111	251	bottlenecks	bottleneck	NOUN
ajlm-948	111	252	that	that	PRON
ajlm-948	111	253	were	be	AUX
ajlm-948	111	254	addressed.14	addressed.14	NOUN
ajlm-948	111	255	the	the	DET
ajlm-948	111	256	process	process	NOUN
ajlm-948	111	257	map	map	NOUN
ajlm-948	111	258	was	be	AUX
ajlm-948	111	259	reported	report	VERB
ajlm-948	111	260	in	in	ADP
ajlm-948	111	261	columns	column	NOUN
ajlm-948	111	262	to	to	PART
ajlm-948	111	263	represent	represent	VERB
ajlm-948	111	264	the	the	DET
ajlm-948	111	265	major	major	ADJ
ajlm-948	111	266	groups	group	NOUN
ajlm-948	111	267	of	of	ADP
ajlm-948	111	268	personnel	personnel	NOUN
ajlm-948	111	269	and	and	CCONJ
ajlm-948	111	270	locations	location	NOUN
ajlm-948	111	271	from	from	ADP
ajlm-948	111	272	the	the	DET
ajlm-948	111	273	health	health	NOUN
ajlm-948	111	274	care	care	NOUN
ajlm-948	111	275	worker	worker	NOUN
ajlm-948	111	276	to	to	ADP
ajlm-948	111	277	the	the	DET
ajlm-948	111	278	reference	reference	NOUN
ajlm-948	111	279	testing	testing	NOUN
ajlm-948	111	280	laboratory14	laboratory14	NOUN
ajlm-948	111	281	with	with	ADP
ajlm-948	111	282	the	the	DET
ajlm-948	111	283	sequence	sequence	NOUN
ajlm-948	111	284	of	of	ADP
ajlm-948	111	285	events	event	NOUN
ajlm-948	111	286	and	and	CCONJ
ajlm-948	111	287	steps	step	NOUN
ajlm-948	111	288	involved	involve	VERB
ajlm-948	111	289	illustrated	illustrate	VERB
ajlm-948	111	290	in	in	ADP
ajlm-948	111	291	a	a	DET
ajlm-948	111	292	vertical	vertical	ADJ
ajlm-948	111	293	direction.14	direction.14	PROPN
ajlm-948	111	294	bottlenecks	bottleneck	NOUN
ajlm-948	111	295	were	be	AUX
ajlm-948	111	296	also	also	ADV
ajlm-948	111	297	identified	identify	VERB
ajlm-948	111	298	in	in	ADP
ajlm-948	111	299	the	the	DET
ajlm-948	111	300	process	process	NOUN
ajlm-948	111	301	map	map	NOUN
ajlm-948	111	302	to	to	PART
ajlm-948	111	303	plan	plan	VERB
ajlm-948	111	304	improvement	improvement	NOUN
ajlm-948	111	305	initiatives	initiative	NOUN
ajlm-948	111	306	,	,	PUNCT
ajlm-948	111	307	for	for	ADP
ajlm-948	111	308	example	example	NOUN
ajlm-948	111	309	emergency	emergency	NOUN
ajlm-948	111	310	bag	bag	NOUN
ajlm-948	111	311	usage.14	usage.14	PRON
ajlm-948	111	312	ultimately	ultimately	ADV
ajlm-948	111	313	,	,	PUNCT
ajlm-948	111	314	the	the	DET
ajlm-948	111	315	aim	aim	NOUN
ajlm-948	111	316	of	of	ADP
ajlm-948	111	317	any	any	PRON
ajlm-948	111	318	of	of	ADP
ajlm-948	111	319	the	the	DET
ajlm-948	111	320	approaches	approach	NOUN
ajlm-948	111	321	described	describe	VERB
ajlm-948	111	322	above	above	ADV
ajlm-948	111	323	is	be	AUX
ajlm-948	111	324	to	to	PART
ajlm-948	111	325	improve	improve	VERB
ajlm-948	111	326	tat	tat	NOUN
ajlm-948	111	327	performance	performance	NOUN
ajlm-948	111	328	and	and	CCONJ
ajlm-948	111	329	,	,	PUNCT
ajlm-948	111	330	thus	thus	ADV
ajlm-948	111	331	,	,	PUNCT
ajlm-948	111	332	patient	patient	ADJ
ajlm-948	111	333	care	care	NOUN
ajlm-948	111	334	.	.	PUNCT
ajlm-948	112	1	although	although	SCONJ
ajlm-948	112	2	tat	tat	NOUN
ajlm-948	112	3	is	be	AUX
ajlm-948	112	4	especially	especially	ADV
ajlm-948	112	5	important	important	ADJ
ajlm-948	112	6	for	for	ADP
ajlm-948	112	7	emergency	emergency	NOUN
ajlm-948	112	8	tests	test	NOUN
ajlm-948	112	9	that	that	PRON
ajlm-948	112	10	have	have	VERB
ajlm-948	112	11	very	very	ADV
ajlm-948	112	12	short	short	ADJ
ajlm-948	112	13	tat	tat	NOUN
ajlm-948	112	14	cut	cut	NOUN
ajlm-948	112	15	-	-	PUNCT
ajlm-948	112	16	offs	off	NOUN
ajlm-948	112	17	,	,	PUNCT
ajlm-948	112	18	it	it	PRON
ajlm-948	112	19	is	be	AUX
ajlm-948	112	20	equally	equally	ADV
ajlm-948	112	21	important	important	ADJ
ajlm-948	112	22	to	to	PART
ajlm-948	112	23	set	set	VERB
ajlm-948	112	24	cut	cut	NOUN
ajlm-948	112	25	-	-	PUNCT
ajlm-948	112	26	offs	off	NOUN
ajlm-948	112	27	for	for	ADP
ajlm-948	112	28	other	other	ADJ
ajlm-948	112	29	,	,	PUNCT
ajlm-948	112	30	less	less	ADV
ajlm-948	112	31	urgent	urgent	ADJ
ajlm-948	112	32	tests	test	NOUN
ajlm-948	112	33	to	to	PART
ajlm-948	112	34	ensure	ensure	VERB
ajlm-948	112	35	that	that	SCONJ
ajlm-948	112	36	respective	respective	ADJ
ajlm-948	112	37	test	test	NOUN
ajlm-948	112	38	results	result	NOUN
ajlm-948	112	39	are	be	AUX
ajlm-948	112	40	received	receive	VERB
ajlm-948	112	41	by	by	ADP
ajlm-948	112	42	attending	attend	VERB
ajlm-948	112	43	physicians	physician	NOUN
ajlm-948	112	44	in	in	ADP
ajlm-948	112	45	a	a	DET
ajlm-948	112	46	timely	timely	ADJ
ajlm-948	112	47	fashion	fashion	NOUN
ajlm-948	112	48	to	to	PART
ajlm-948	112	49	effect	effect	VERB
ajlm-948	112	50	appropriate	appropriate	ADJ
ajlm-948	112	51	patient	patient	ADJ
ajlm-948	112	52	care	care	NOUN
ajlm-948	112	53	,	,	PUNCT
ajlm-948	112	54	an	an	DET
ajlm-948	112	55	important	important	ADJ
ajlm-948	112	56	factor	factor	NOUN
ajlm-948	112	57	in	in	ADP
ajlm-948	112	58	assuring	assure	VERB
ajlm-948	112	59	both	both	CCONJ
ajlm-948	112	60	the	the	DET
ajlm-948	112	61	quality	quality	NOUN
ajlm-948	112	62	of	of	ADP
ajlm-948	112	63	care	care	NOUN
ajlm-948	112	64	and	and	CCONJ
ajlm-948	112	65	the	the	DET
ajlm-948	112	66	cost	cost	NOUN
ajlm-948	112	67	-	-	PUNCT
ajlm-948	112	68	effective	effective	ADJ
ajlm-948	112	69	use	use	NOUN
ajlm-948	112	70	of	of	ADP
ajlm-948	112	71	hospital	hospital	NOUN
ajlm-948	112	72	services.18	services.18	X
ajlm-948	112	73	aside	aside	ADV
ajlm-948	112	74	from	from	ADP
ajlm-948	112	75	patient	patient	ADJ
ajlm-948	112	76	care	care	NOUN
ajlm-948	112	77	,	,	PUNCT
ajlm-948	112	78	tat	tat	NOUN
ajlm-948	112	79	delays	delay	NOUN
ajlm-948	112	80	also	also	ADV
ajlm-948	112	81	have	have	VERB
ajlm-948	112	82	the	the	DET
ajlm-948	112	83	potential	potential	NOUN
ajlm-948	112	84	to	to	PART
ajlm-948	112	85	waste	waste	VERB
ajlm-948	112	86	valuable	valuable	ADJ
ajlm-948	112	87	health	health	NOUN
ajlm-948	112	88	resources	resource	NOUN
ajlm-948	112	89	caused	cause	VERB
ajlm-948	112	90	by	by	ADP
ajlm-948	112	91	duplicate	duplicate	ADJ
ajlm-948	112	92	test	test	NOUN
ajlm-948	112	93	requests	request	NOUN
ajlm-948	112	94	,	,	PUNCT
ajlm-948	112	95	thereby	thereby	ADV
ajlm-948	112	96	increasing	increase	VERB
ajlm-948	112	97	public	public	ADJ
ajlm-948	112	98	health	health	NOUN
ajlm-948	112	99	expenditure.18	expenditure.18	NOUN
ajlm-948	112	100	in	in	ADP
ajlm-948	112	101	summary	summary	NOUN
ajlm-948	112	102	,	,	PUNCT
ajlm-948	112	103	the	the	DET
ajlm-948	112	104	multiple	multiple	ADJ
ajlm-948	112	105	approaches	approach	NOUN
ajlm-948	112	106	to	to	ADP
ajlm-948	112	107	improving	improve	VERB
ajlm-948	112	108	tat	tat	NOUN
ajlm-948	112	109	performance	performance	NOUN
ajlm-948	112	110	across	across	ADP
ajlm-948	112	111	all	all	DET
ajlm-948	112	112	laboratory	laboratory	NOUN
ajlm-948	112	113	tests	test	NOUN
ajlm-948	112	114	play	play	VERB
ajlm-948	112	115	an	an	DET
ajlm-948	112	116	important	important	ADJ
ajlm-948	112	117	role	role	NOUN
ajlm-948	112	118	in	in	ADP
ajlm-948	112	119	improving	improve	VERB
ajlm-948	112	120	the	the	DET
ajlm-948	112	121	quality	quality	NOUN
ajlm-948	112	122	of	of	ADP
ajlm-948	112	123	patient	patient	ADJ
ajlm-948	112	124	care	care	NOUN
ajlm-948	112	125	.	.	PUNCT
ajlm-948	113	1	application	application	NOUN
ajlm-948	113	2	to	to	ADP
ajlm-948	113	3	african	african	ADJ
ajlm-948	113	4	contexts	context	NOUN
ajlm-948	113	5	figure	figure	VERB
ajlm-948	113	6	4	4	NUM
ajlm-948	113	7	describes	describe	VERB
ajlm-948	113	8	an	an	DET
ajlm-948	113	9	approach	approach	NOUN
ajlm-948	113	10	that	that	PRON
ajlm-948	113	11	would	would	AUX
ajlm-948	113	12	make	make	VERB
ajlm-948	113	13	it	it	PRON
ajlm-948	113	14	possible	possible	ADJ
ajlm-948	113	15	for	for	SCONJ
ajlm-948	113	16	laboratories	laboratory	NOUN
ajlm-948	113	17	in	in	ADP
ajlm-948	113	18	lowand	lowand	ADJ
ajlm-948	113	19	middle	middle	ADJ
ajlm-948	113	20	-	-	PUNCT
ajlm-948	113	21	income	income	NOUN
ajlm-948	113	22	countries	country	NOUN
ajlm-948	113	23	to	to	PART
ajlm-948	113	24	collate	collate	VERB
ajlm-948	113	25	the	the	DET
ajlm-948	113	26	data	datum	NOUN
ajlm-948	113	27	required	require	VERB
ajlm-948	113	28	to	to	PART
ajlm-948	113	29	develop	develop	VERB
ajlm-948	113	30	the	the	DET
ajlm-948	113	31	tat	tat	NOUN
ajlm-948	113	32	reporting	reporting	NOUN
ajlm-948	113	33	described	describe	VERB
ajlm-948	113	34	in	in	ADP
ajlm-948	113	35	our	our	PRON
ajlm-948	113	36	study	study	NOUN
ajlm-948	113	37	.	.	PUNCT
ajlm-948	114	1	in	in	ADP
ajlm-948	114	2	the	the	DET
ajlm-948	114	3	first	first	ADJ
ajlm-948	114	4	instance	instance	NOUN
ajlm-948	114	5	,	,	PUNCT
ajlm-948	114	6	laboratories	laboratory	NOUN
ajlm-948	114	7	would	would	AUX
ajlm-948	114	8	require	require	VERB
ajlm-948	114	9	a	a	DET
ajlm-948	114	10	basic	basic	ADJ
ajlm-948	114	11	lis	li	NOUN
ajlm-948	114	12	that	that	PRON
ajlm-948	114	13	could	could	AUX
ajlm-948	114	14	generate	generate	VERB
ajlm-948	114	15	weekly	weekly	ADJ
ajlm-948	114	16	data	data	NOUN
ajlm-948	114	17	extracts	extract	NOUN
ajlm-948	114	18	as	as	SCONJ
ajlm-948	114	19	described	describe	VERB
ajlm-948	114	20	in	in	ADP
ajlm-948	114	21	figure	figure	NOUN
ajlm-948	114	22	4	4	NUM
ajlm-948	114	23	,	,	PUNCT
ajlm-948	114	24	using	use	VERB
ajlm-948	114	25	open	open	ADJ
ajlm-948	114	26	source	source	NOUN
ajlm-948	114	27	database	database	NOUN
ajlm-948	114	28	software	software	NOUN
ajlm-948	114	29	such	such	ADJ
ajlm-948	114	30	as	as	ADP
ajlm-948	114	31	microsoft	microsoft	PROPN
ajlm-948	114	32	sql	sql	PROPN
ajlm-948	114	33	server	server	PROPN
ajlm-948	114	34	(	(	PUNCT
ajlm-948	114	35	express	express	ADJ
ajlm-948	114	36	,	,	PUNCT
ajlm-948	114	37	redmond	redmond	PROPN
ajlm-948	114	38	,	,	PUNCT
ajlm-948	114	39	california	california	PROPN
ajlm-948	114	40	,	,	PUNCT
ajlm-948	114	41	united	united	PROPN
ajlm-948	114	42	states).19	states).19	PROPN
ajlm-948	114	43	equally	equally	ADV
ajlm-948	114	44	,	,	PUNCT
ajlm-948	114	45	‘	'	PUNCT
ajlm-948	114	46	mysql’,20	mysql’,20	PROPN
ajlm-948	114	47	‘	'	PUNCT
ajlm-948	114	48	firebird’21	firebird’21	ADJ
ajlm-948	114	49	or	or	CCONJ
ajlm-948	114	50	‘	'	PUNCT
ajlm-948	114	51	cubrid’22	cubrid’22	NOUN
ajlm-948	114	52	could	could	AUX
ajlm-948	114	53	be	be	AUX
ajlm-948	114	54	deployed	deploy	VERB
ajlm-948	114	55	to	to	PART
ajlm-948	114	56	generate	generate	VERB
ajlm-948	114	57	the	the	DET
ajlm-948	114	58	aggregate	aggregate	ADJ
ajlm-948	114	59	data	datum	NOUN
ajlm-948	114	60	described	describe	VERB
ajlm-948	114	61	.	.	PUNCT
ajlm-948	115	1	training	training	NOUN
ajlm-948	115	2	is	be	AUX
ajlm-948	115	3	freely	freely	ADV
ajlm-948	115	4	accessible	accessible	ADJ
ajlm-948	115	5	via	via	ADP
ajlm-948	115	6	the	the	DET
ajlm-948	115	7	internet	internet	NOUN
ajlm-948	115	8	for	for	ADP
ajlm-948	115	9	these	these	DET
ajlm-948	115	10	software	software	NOUN
ajlm-948	115	11	packages	package	NOUN
ajlm-948	115	12	.	.	PUNCT
ajlm-948	116	1	there	there	PRON
ajlm-948	116	2	are	be	VERB
ajlm-948	116	3	multiple	multiple	ADJ
ajlm-948	116	4	free	free	ADJ
ajlm-948	116	5	online	online	ADJ
ajlm-948	116	6	courses	course	NOUN
ajlm-948	116	7	by	by	ADP
ajlm-948	116	8	providers	provider	NOUN
ajlm-948	116	9	such	such	ADJ
ajlm-948	116	10	as	as	ADP
ajlm-948	116	11	‘	'	PUNCT
ajlm-948	116	12	edx	edx	NOUN
ajlm-948	116	13	’	'	PUNCT
ajlm-948	116	14	,	,	PUNCT
ajlm-948	116	15	for	for	ADP
ajlm-948	116	16	example	example	NOUN
ajlm-948	116	17	,	,	PUNCT
ajlm-948	116	18	where	where	SCONJ
ajlm-948	116	19	one	one	PRON
ajlm-948	116	20	can	can	AUX
ajlm-948	116	21	learn	learn	VERB
ajlm-948	116	22	how	how	SCONJ
ajlm-948	116	23	to	to	PART
ajlm-948	116	24	both	both	CCONJ
ajlm-948	116	25	develop	develop	VERB
ajlm-948	116	26	and	and	CCONJ
ajlm-948	116	27	query	query	VERB
ajlm-948	116	28	a	a	DET
ajlm-948	116	29	structured	structured	ADJ
ajlm-948	116	30	query	query	NOUN
ajlm-948	116	31	language	language	NOUN
ajlm-948	116	32	(	(	PUNCT
ajlm-948	116	33	sql	sql	NOUN
ajlm-948	116	34	)	)	PUNCT
ajlm-948	116	35	database.23,24	database.23,24	VERB
ajlm-948	116	36	any	any	PRON
ajlm-948	116	37	of	of	ADP
ajlm-948	116	38	these	these	DET
ajlm-948	116	39	software	software	NOUN
ajlm-948	116	40	packages	package	NOUN
ajlm-948	116	41	could	could	AUX
ajlm-948	116	42	be	be	AUX
ajlm-948	116	43	implemented	implement	VERB
ajlm-948	116	44	on	on	ADP
ajlm-948	116	45	a	a	DET
ajlm-948	116	46	local	local	ADJ
ajlm-948	116	47	desktop	desktop	NOUN
ajlm-948	116	48	or	or	CCONJ
ajlm-948	116	49	in	in	ADP
ajlm-948	116	50	a	a	DET
ajlm-948	116	51	server	server	NOUN
ajlm-948	116	52	environment	environment	NOUN
ajlm-948	116	53	,	,	PUNCT
ajlm-948	116	54	depending	depend	VERB
ajlm-948	116	55	on	on	ADP
ajlm-948	116	56	the	the	DET
ajlm-948	116	57	data	data	NOUN
ajlm-948	116	58	volume	volume	NOUN
ajlm-948	116	59	,	,	PUNCT
ajlm-948	116	60	with	with	ADP
ajlm-948	116	61	very	very	ADV
ajlm-948	116	62	basic	basic	ADJ
ajlm-948	116	63	query	query	NOUN
ajlm-948	116	64	tools	tool	NOUN
ajlm-948	116	65	using	use	VERB
ajlm-948	116	66	sql	sql	NOUN
ajlm-948	116	67	commands	command	NOUN
ajlm-948	116	68	making	make	VERB
ajlm-948	116	69	it	it	PRON
ajlm-948	116	70	possible	possible	ADJ
ajlm-948	116	71	to	to	PART
ajlm-948	116	72	develop	develop	VERB
ajlm-948	116	73	dashboard	dashboard	NOUN
ajlm-948	116	74	tools	tool	NOUN
ajlm-948	116	75	using	use	VERB
ajlm-948	116	76	the	the	DET
ajlm-948	116	77	step	step	NOUN
ajlm-948	116	78	-	-	PUNCT
ajlm-948	116	79	by	by	ADP
ajlm-948	116	80	-	-	PUNCT
ajlm-948	116	81	step	step	NOUN
ajlm-948	116	82	building	building	NOUN
ajlm-948	116	83	blocks	block	NOUN
ajlm-948	116	84	approach	approach	NOUN
ajlm-948	116	85	described	describe	VERB
ajlm-948	116	86	in	in	ADP
ajlm-948	116	87	figure	figure	NOUN
ajlm-948	116	88	4	4	NUM
ajlm-948	116	89	.	.	PUNCT
ajlm-948	116	90	figure	figure	VERB
ajlm-948	116	91	4	4	NUM
ajlm-948	116	92	:	:	PUNCT
ajlm-948	116	93	integration	integration	NOUN
ajlm-948	116	94	of	of	ADP
ajlm-948	116	95	laboratory	laboratory	NOUN
ajlm-948	116	96	information	information	NOUN
ajlm-948	116	97	system	system	NOUN
ajlm-948	116	98	specimen	speciman	NOUN
ajlm-948	116	99	-	-	PUNCT
ajlm-948	116	100	level	level	NOUN
ajlm-948	116	101	turnaround	turnaround	NOUN
ajlm-948	116	102	time	time	NOUN
ajlm-948	116	103	data	datum	NOUN
ajlm-948	116	104	from	from	ADP
ajlm-948	116	105	multiple	multiple	ADJ
ajlm-948	116	106	laboratories	laboratory	NOUN
ajlm-948	116	107	into	into	ADP
ajlm-948	116	108	a	a	DET
ajlm-948	116	109	single	single	ADJ
ajlm-948	116	110	,	,	PUNCT
ajlm-948	116	111	aggregated	aggregate	VERB
ajlm-948	116	112	structured	structured	ADJ
ajlm-948	116	113	query	query	NOUN
ajlm-948	116	114	language	language	NOUN
ajlm-948	116	115	database	database	NOUN
ajlm-948	116	116	for	for	ADP
ajlm-948	116	117	development	development	NOUN
ajlm-948	116	118	of	of	ADP
ajlm-948	116	119	an	an	DET
ajlm-948	116	120	interactive	interactive	ADJ
ajlm-948	116	121	dashboard	dashboard	NOUN
ajlm-948	116	122	,	,	PUNCT
ajlm-948	116	123	gauteng	gauteng	PROPN
ajlm-948	116	124	,	,	PUNCT
ajlm-948	116	125	south	south	PROPN
ajlm-948	116	126	africa	africa	PROPN
ajlm-948	116	127	,	,	PUNCT
ajlm-948	116	128	2017	2017	NUM
ajlm-948	116	129	.	.	PUNCT
ajlm-948	117	1	cross	cross	NOUN
ajlm-948	117	2	country	country	PROPN
ajlm-948	117	3	collaboration	collaboration	NOUN
ajlm-948	117	4	and	and	CCONJ
ajlm-948	117	5	sharing	sharing	NOUN
ajlm-948	117	6	of	of	ADP
ajlm-948	117	7	resources	resource	NOUN
ajlm-948	117	8	could	could	AUX
ajlm-948	117	9	play	play	VERB
ajlm-948	117	10	an	an	DET
ajlm-948	117	11	important	important	ADJ
ajlm-948	117	12	role	role	NOUN
ajlm-948	117	13	in	in	ADP
ajlm-948	117	14	securing	secure	VERB
ajlm-948	117	15	already	already	ADV
ajlm-948	117	16	developed	develop	VERB
ajlm-948	117	17	dashboard	dashboard	NOUN
ajlm-948	117	18	tools	tool	NOUN
ajlm-948	117	19	for	for	ADP
ajlm-948	117	20	other	other	ADJ
ajlm-948	117	21	african	african	ADJ
ajlm-948	117	22	countries	country	NOUN
ajlm-948	117	23	.	.	PUNCT
ajlm-948	118	1	a	a	DET
ajlm-948	118	2	multi	multi	ADJ
ajlm-948	118	3	-	-	ADJ
ajlm-948	118	4	country	country	ADJ
ajlm-948	118	5	approach	approach	NOUN
ajlm-948	118	6	could	could	AUX
ajlm-948	118	7	reduce	reduce	VERB
ajlm-948	118	8	overall	overall	ADJ
ajlm-948	118	9	costs	cost	NOUN
ajlm-948	118	10	and	and	CCONJ
ajlm-948	118	11	effort	effort	NOUN
ajlm-948	118	12	.	.	PUNCT
ajlm-948	119	1	for	for	ADP
ajlm-948	119	2	example	example	NOUN
ajlm-948	119	3	,	,	PUNCT
ajlm-948	119	4	a	a	DET
ajlm-948	119	5	single	single	ADJ
ajlm-948	119	6	tat	tat	NOUN
ajlm-948	119	7	dashboard	dashboard	NOUN
ajlm-948	119	8	could	could	AUX
ajlm-948	119	9	be	be	AUX
ajlm-948	119	10	developed	develop	VERB
ajlm-948	119	11	for	for	SCONJ
ajlm-948	119	12	the	the	DET
ajlm-948	119	13	southern	southern	ADJ
ajlm-948	119	14	african	african	ADJ
ajlm-948	119	15	development	development	NOUN
ajlm-948	119	16	community	community	NOUN
ajlm-948	119	17	to	to	PART
ajlm-948	119	18	ensure	ensure	VERB
ajlm-948	119	19	accessibility	accessibility	NOUN
ajlm-948	119	20	and	and	CCONJ
ajlm-948	119	21	provide	provide	VERB
ajlm-948	119	22	scalability	scalability	NOUN
ajlm-948	119	23	.	.	PUNCT
ajlm-948	120	1	to	to	PART
ajlm-948	120	2	secure	secure	VERB
ajlm-948	120	3	the	the	DET
ajlm-948	120	4	system	system	NOUN
ajlm-948	120	5	and	and	CCONJ
ajlm-948	120	6	provide	provide	VERB
ajlm-948	120	7	confidentiality	confidentiality	NOUN
ajlm-948	120	8	,	,	PUNCT
ajlm-948	120	9	each	each	DET
ajlm-948	120	10	country	country	NOUN
ajlm-948	120	11	could	could	AUX
ajlm-948	120	12	have	have	VERB
ajlm-948	120	13	access	access	NOUN
ajlm-948	120	14	to	to	ADP
ajlm-948	120	15	their	their	PRON
ajlm-948	120	16	own	own	ADJ
ajlm-948	120	17	data	datum	NOUN
ajlm-948	120	18	using	use	VERB
ajlm-948	120	19	data	datum	NOUN
ajlm-948	120	20	access	access	NOUN
ajlm-948	120	21	privileges	privilege	NOUN
ajlm-948	120	22	.	.	PUNCT
ajlm-948	121	1	the	the	DET
ajlm-948	121	2	benefit	benefit	NOUN
ajlm-948	121	3	of	of	ADP
ajlm-948	121	4	this	this	DET
ajlm-948	121	5	approach	approach	NOUN
ajlm-948	121	6	is	be	AUX
ajlm-948	121	7	that	that	SCONJ
ajlm-948	121	8	after	after	SCONJ
ajlm-948	121	9	the	the	DET
ajlm-948	121	10	methods	method	NOUN
ajlm-948	121	11	,	,	PUNCT
ajlm-948	121	12	systems	system	NOUN
ajlm-948	121	13	and	and	CCONJ
ajlm-948	121	14	dashboards	dashboard	NOUN
ajlm-948	121	15	are	be	AUX
ajlm-948	121	16	developed	develop	VERB
ajlm-948	121	17	,	,	PUNCT
ajlm-948	121	18	it	it	PRON
ajlm-948	121	19	is	be	AUX
ajlm-948	121	20	easy	easy	ADJ
ajlm-948	121	21	to	to	PART
ajlm-948	121	22	extend	extend	VERB
ajlm-948	121	23	these	these	DET
ajlm-948	121	24	developments	development	NOUN
ajlm-948	121	25	to	to	ADP
ajlm-948	121	26	other	other	ADJ
ajlm-948	121	27	countries	country	NOUN
ajlm-948	121	28	with	with	ADP
ajlm-948	121	29	minimal	minimal	ADJ
ajlm-948	121	30	additional	additional	ADJ
ajlm-948	121	31	cost	cost	NOUN
ajlm-948	121	32	.	.	PUNCT
ajlm-948	122	1	the	the	DET
ajlm-948	122	2	only	only	ADJ
ajlm-948	122	3	additional	additional	ADJ
ajlm-948	122	4	effort	effort	NOUN
ajlm-948	122	5	required	require	VERB
ajlm-948	122	6	at	at	ADP
ajlm-948	122	7	the	the	DET
ajlm-948	122	8	country	country	NOUN
ajlm-948	122	9	level	level	NOUN
ajlm-948	122	10	would	would	AUX
ajlm-948	122	11	be	be	AUX
ajlm-948	122	12	to	to	PART
ajlm-948	122	13	collate	collate	VERB
ajlm-948	122	14	and	and	CCONJ
ajlm-948	122	15	share	share	VERB
ajlm-948	122	16	the	the	DET
ajlm-948	122	17	data	data	NOUN
ajlm-948	122	18	extracts	extract	NOUN
ajlm-948	122	19	with	with	ADP
ajlm-948	122	20	the	the	DET
ajlm-948	122	21	umbrella	umbrella	NOUN
ajlm-948	122	22	organisers	organiser	NOUN
ajlm-948	122	23	.	.	PUNCT
ajlm-948	123	1	limitations	limitation	NOUN
ajlm-948	123	2	only	only	ADV
ajlm-948	123	3	lis	lis	ADJ
ajlm-948	123	4	data	datum	NOUN
ajlm-948	123	5	were	be	AUX
ajlm-948	123	6	used	use	VERB
ajlm-948	123	7	for	for	ADP
ajlm-948	123	8	our	our	PRON
ajlm-948	123	9	study	study	NOUN
ajlm-948	123	10	.	.	PUNCT
ajlm-948	124	1	without	without	ADP
ajlm-948	124	2	a	a	DET
ajlm-948	124	3	laboratory	laboratory	NOUN
ajlm-948	124	4	specimen	speciman	NOUN
ajlm-948	124	5	tracking	track	VERB
ajlm-948	124	6	system	system	NOUN
ajlm-948	124	7	,	,	PUNCT
ajlm-948	124	8	it	it	PRON
ajlm-948	124	9	is	be	AUX
ajlm-948	124	10	not	not	PART
ajlm-948	124	11	possible	possible	ADJ
ajlm-948	124	12	to	to	PART
ajlm-948	124	13	report	report	VERB
ajlm-948	124	14	end	end	NOUN
ajlm-948	124	15	-	-	PUNCT
ajlm-948	124	16	to	to	ADP
ajlm-948	124	17	-	-	PUNCT
ajlm-948	124	18	end	end	NOUN
ajlm-948	124	19	tat	tat	NOUN
ajlm-948	124	20	.	.	PUNCT
ajlm-948	125	1	the	the	DET
ajlm-948	125	2	implementation	implementation	NOUN
ajlm-948	125	3	of	of	ADP
ajlm-948	125	4	an	an	DET
ajlm-948	125	5	end	end	NOUN
ajlm-948	125	6	-	-	PUNCT
ajlm-948	125	7	to	to	ADP
ajlm-948	125	8	-	-	PUNCT
ajlm-948	125	9	end	end	NOUN
ajlm-948	125	10	tracking	tracking	NOUN
ajlm-948	125	11	system	system	NOUN
ajlm-948	125	12	from	from	ADP
ajlm-948	125	13	the	the	DET
ajlm-948	125	14	time	time	NOUN
ajlm-948	125	15	of	of	ADP
ajlm-948	125	16	venesection	venesection	NOUN
ajlm-948	125	17	to	to	PART
ajlm-948	125	18	delivery	delivery	VERB
ajlm-948	125	19	into	into	ADP
ajlm-948	125	20	a	a	DET
ajlm-948	125	21	laboratory	laboratory	NOUN
ajlm-948	125	22	,	,	PUNCT
ajlm-948	125	23	additionally	additionally	ADV
ajlm-948	125	24	integrated	integrate	VERB
ajlm-948	125	25	into	into	ADP
ajlm-948	125	26	a	a	DET
ajlm-948	125	27	tat	tat	NOUN
ajlm-948	125	28	dashboard	dashboard	NOUN
ajlm-948	125	29	,	,	PUNCT
ajlm-948	125	30	could	could	AUX
ajlm-948	125	31	provide	provide	VERB
ajlm-948	125	32	valuable	valuable	ADJ
ajlm-948	125	33	supplementary	supplementary	ADJ
ajlm-948	125	34	date	date	NOUN
ajlm-948	125	35	and	and	CCONJ
ajlm-948	125	36	time	time	NOUN
ajlm-948	125	37	values	value	NOUN
ajlm-948	125	38	to	to	PART
ajlm-948	125	39	allow	allow	VERB
ajlm-948	125	40	for	for	ADP
ajlm-948	125	41	an	an	DET
ajlm-948	125	42	extended	extended	ADJ
ajlm-948	125	43	tat	tat	NOUN
ajlm-948	125	44	efficiency	efficiency	NOUN
ajlm-948	125	45	review	review	NOUN
ajlm-948	125	46	.	.	PUNCT
ajlm-948	126	1	conclusion	conclusion	NOUN
ajlm-948	126	2	in	in	ADP
ajlm-948	126	3	summary	summary	NOUN
ajlm-948	126	4	,	,	PUNCT
ajlm-948	126	5	this	this	DET
ajlm-948	126	6	study	study	NOUN
ajlm-948	126	7	demonstrated	demonstrate	VERB
ajlm-948	126	8	that	that	SCONJ
ajlm-948	126	9	an	an	DET
ajlm-948	126	10	interactive	interactive	ADJ
ajlm-948	126	11	tat	tat	NOUN
ajlm-948	126	12	dashboard	dashboard	NOUN
ajlm-948	126	13	,	,	PUNCT
ajlm-948	126	14	reporting	report	VERB
ajlm-948	126	15	appropriate	appropriate	ADJ
ajlm-948	126	16	tat	tat	NOUN
ajlm-948	126	17	parameters	parameter	NOUN
ajlm-948	126	18	,	,	PUNCT
ajlm-948	126	19	applied	apply	VERB
ajlm-948	126	20	in	in	ADP
ajlm-948	126	21	the	the	DET
ajlm-948	126	22	context	context	NOUN
ajlm-948	126	23	of	of	ADP
ajlm-948	126	24	a	a	DET
ajlm-948	126	25	qms	qms	NOUN
ajlm-948	126	26	,	,	PUNCT
ajlm-948	126	27	coupled	couple	VERB
ajlm-948	126	28	with	with	ADP
ajlm-948	126	29	proactive	proactive	ADJ
ajlm-948	126	30	and	and	CCONJ
ajlm-948	126	31	diligent	diligent	ADJ
ajlm-948	126	32	management	management	NOUN
ajlm-948	126	33	,	,	PUNCT
ajlm-948	126	34	can	can	AUX
ajlm-948	126	35	accurately	accurately	ADV
ajlm-948	126	36	identify	identify	VERB
ajlm-948	126	37	outliers	outlier	NOUN
ajlm-948	126	38	and	and	CCONJ
ajlm-948	126	39	lead	lead	VERB
ajlm-948	126	40	to	to	PART
ajlm-948	126	41	appropriate	appropriate	VERB
ajlm-948	126	42	corrective	corrective	ADJ
ajlm-948	126	43	action	action	NOUN
ajlm-948	126	44	and	and	CCONJ
ajlm-948	126	45	sustained	sustain	VERB
ajlm-948	126	46	timely	timely	ADJ
ajlm-948	126	47	laboratory	laboratory	NOUN
ajlm-948	126	48	reporting	reporting	NOUN
ajlm-948	126	49	.	.	PUNCT
ajlm-948	127	1	lessons	lesson	NOUN
ajlm-948	127	2	learned	learn	VERB
ajlm-948	127	3	acknowledgements	acknowledgement	NOUN
ajlm-948	127	4	the	the	DET
ajlm-948	127	5	authors	author	NOUN
ajlm-948	127	6	thank	thank	VERB
ajlm-948	127	7	area	area	NOUN
ajlm-948	127	8	,	,	PUNCT
ajlm-948	127	9	business	business	NOUN
ajlm-948	127	10	and	and	CCONJ
ajlm-948	127	11	laboratory	laboratory	NOUN
ajlm-948	127	12	managers	manager	NOUN
ajlm-948	127	13	in	in	ADP
ajlm-948	127	14	gauteng	gauteng	PROPN
ajlm-948	127	15	for	for	ADP
ajlm-948	127	16	their	their	PRON
ajlm-948	127	17	participation	participation	NOUN
ajlm-948	127	18	and	and	CCONJ
ajlm-948	127	19	input	input	NOUN
ajlm-948	127	20	.	.	PUNCT
ajlm-948	128	1	competing	compete	VERB
ajlm-948	128	2	interests	interest	NOUN
ajlm-948	128	3	the	the	DET
ajlm-948	128	4	authors	author	NOUN
ajlm-948	128	5	declare	declare	VERB
ajlm-948	128	6	no	no	DET
ajlm-948	128	7	conflict	conflict	NOUN
ajlm-948	128	8	of	of	ADP
ajlm-948	128	9	interest	interest	NOUN
ajlm-948	128	10	.	.	PUNCT
ajlm-948	129	1	the	the	DET
ajlm-948	129	2	authors	author	NOUN
ajlm-948	129	3	further	far	ADV
ajlm-948	129	4	declare	declare	VERB
ajlm-948	129	5	that	that	SCONJ
ajlm-948	129	6	they	they	PRON
ajlm-948	129	7	have	have	VERB
ajlm-948	129	8	no	no	DET
ajlm-948	129	9	financial	financial	ADJ
ajlm-948	129	10	or	or	CCONJ
ajlm-948	129	11	personal	personal	ADJ
ajlm-948	129	12	relationships	relationship	NOUN
ajlm-948	129	13	that	that	PRON
ajlm-948	129	14	may	may	AUX
ajlm-948	129	15	have	have	AUX
ajlm-948	129	16	inappropriately	inappropriately	ADV
ajlm-948	129	17	influenced	influence	VERB
ajlm-948	129	18	them	they	PRON
ajlm-948	129	19	in	in	ADP
ajlm-948	129	20	writing	write	VERB
ajlm-948	129	21	this	this	DET
ajlm-948	129	22	article	article	NOUN
ajlm-948	129	23	.	.	PUNCT
ajlm-948	130	1	authors	author	NOUN
ajlm-948	130	2	’	’	PART
ajlm-948	130	3	contributions	contribution	NOUN
ajlm-948	130	4	d.k.g	d.k.g	ADV
ajlm-948	130	5	.	.	PUNCT
ajlm-948	131	1	supervised	supervise	VERB
ajlm-948	131	2	the	the	DET
ajlm-948	131	3	study	study	NOUN
ajlm-948	131	4	by	by	ADP
ajlm-948	131	5	providing	provide	VERB
ajlm-948	131	6	leadership	leadership	NOUN
ajlm-948	131	7	and	and	CCONJ
ajlm-948	131	8	oversight	oversight	NOUN
ajlm-948	131	9	as	as	ADP
ajlm-948	131	10	the	the	DET
ajlm-948	131	11	project	project	NOUN
ajlm-948	131	12	leader	leader	NOUN
ajlm-948	131	13	.	.	PUNCT
ajlm-948	132	1	n.c	n.c	PROPN
ajlm-948	132	2	.	.	PROPN
ajlm-948	132	3	,	,	PUNCT
ajlm-948	132	4	m.e.e.t	m.e.e.t	PROPN
ajlm-948	132	5	.	.	PROPN
ajlm-948	132	6	and	and	CCONJ
ajlm-948	132	7	l.m.c	l.m.c	PROPN
ajlm-948	132	8	.	.	PROPN
ajlm-948	132	9	designed	design	VERB
ajlm-948	132	10	the	the	DET
ajlm-948	132	11	study	study	NOUN
ajlm-948	132	12	,	,	PUNCT
ajlm-948	132	13	developed	develop	VERB
ajlm-948	132	14	the	the	DET
ajlm-948	132	15	methodology	methodology	NOUN
ajlm-948	132	16	and	and	CCONJ
ajlm-948	132	17	conducted	conduct	VERB
ajlm-948	132	18	the	the	DET
ajlm-948	132	19	research	research	NOUN
ajlm-948	132	20	.	.	PUNCT
ajlm-948	133	1	m.e.e.t	m.e.e.t	PROPN
ajlm-948	133	2	.	.	PROPN
ajlm-948	133	3	extracted	extract	VERB
ajlm-948	133	4	the	the	DET
ajlm-948	133	5	data	datum	NOUN
ajlm-948	133	6	.	.	PUNCT
ajlm-948	134	1	n.c	n.c	PROPN
ajlm-948	134	2	.	.	PROPN
ajlm-948	134	3	conducted	conduct	VERB
ajlm-948	134	4	the	the	DET
ajlm-948	134	5	data	datum	NOUN
ajlm-948	134	6	analysis	analysis	NOUN
ajlm-948	134	7	.	.	PUNCT
ajlm-948	135	1	l.p	l.p	PROPN
ajlm-948	135	2	.	.	PROPN
ajlm-948	135	3	provided	provide	VERB
ajlm-948	135	4	content	content	NOUN
ajlm-948	135	5	for	for	ADP
ajlm-948	135	6	the	the	DET
ajlm-948	135	7	cause	cause	NOUN
ajlm-948	135	8	and	and	CCONJ
ajlm-948	135	9	effect	effect	VERB
ajlm-948	135	10	diagram	diagram	NOUN
ajlm-948	135	11	and	and	CCONJ
ajlm-948	135	12	provided	provide	VERB
ajlm-948	135	13	details	detail	NOUN
ajlm-948	135	14	on	on	ADP
ajlm-948	135	15	the	the	DET
ajlm-948	135	16	interventions	intervention	NOUN
ajlm-948	135	17	implemented	implement	VERB
ajlm-948	135	18	.	.	PUNCT
ajlm-948	136	1	d.k.g	d.k.g	INTJ
ajlm-948	136	2	.	.	PUNCT
ajlm-948	137	1	provided	provide	VERB
ajlm-948	137	2	editorial	editorial	ADJ
ajlm-948	137	3	comments	comment	NOUN
ajlm-948	137	4	and	and	CCONJ
ajlm-948	137	5	technical	technical	ADJ
ajlm-948	137	6	input	input	NOUN
ajlm-948	137	7	.	.	PUNCT
ajlm-948	138	1	all	all	DET
ajlm-948	138	2	authors	author	NOUN
ajlm-948	138	3	reviewed	review	VERB
ajlm-948	138	4	the	the	DET
ajlm-948	138	5	results	result	NOUN
ajlm-948	138	6	and	and	CCONJ
ajlm-948	138	7	contributed	contribute	VERB
ajlm-948	138	8	to	to	ADP
ajlm-948	138	9	the	the	DET
ajlm-948	138	10	manuscript	manuscript	NOUN
ajlm-948	138	11	development	development	NOUN
ajlm-948	138	12	.	.	PUNCT
ajlm-948	139	1	data	datum	NOUN
ajlm-948	139	2	availability	availability	NOUN
ajlm-948	139	3	statement	statement	NOUN
ajlm-948	139	4	we	we	PRON
ajlm-948	139	5	are	be	AUX
ajlm-948	139	6	not	not	PART
ajlm-948	139	7	able	able	ADJ
ajlm-948	139	8	to	to	PART
ajlm-948	139	9	share	share	VERB
ajlm-948	139	10	the	the	DET
ajlm-948	139	11	data	datum	NOUN
ajlm-948	139	12	.	.	PUNCT
ajlm-948	140	1	disclaimer	disclaimer	VERB
ajlm-948	140	2	the	the	DET
ajlm-948	140	3	authors	author	NOUN
ajlm-948	140	4	declare	declare	VERB
ajlm-948	140	5	that	that	SCONJ
ajlm-948	140	6	the	the	DET
ajlm-948	140	7	views	view	NOUN
ajlm-948	140	8	expressed	express	VERB
ajlm-948	140	9	in	in	ADP
ajlm-948	140	10	the	the	DET
ajlm-948	140	11	submitted	submit	VERB
ajlm-948	140	12	article	article	NOUN
ajlm-948	140	13	are	be	AUX
ajlm-948	140	14	their	their	PRON
ajlm-948	140	15	own	own	ADJ
ajlm-948	140	16	and	and	CCONJ
ajlm-948	140	17	not	not	PART
ajlm-948	140	18	the	the	DET
ajlm-948	140	19	official	official	ADJ
ajlm-948	140	20	position	position	NOUN
ajlm-948	140	21	of	of	ADP
ajlm-948	140	22	any	any	DET
ajlm-948	140	23	institution	institution	NOUN
ajlm-948	140	24	or	or	CCONJ
ajlm-948	140	25	funder	funder	NOUN
ajlm-948	140	26	.	.	PUNCT
ajlm-948	141	1	references	reference	NOUN
ajlm-948	141	2	hawkins	hawkins	PROPN
ajlm-948	141	3	rc	rc	PROPN
ajlm-948	141	4	.	.	PROPN
ajlm-948	141	5	laboratory	laboratory	PROPN
ajlm-948	141	6	turnaround	turnaround	PROPN
ajlm-948	141	7	time	time	NOUN
ajlm-948	141	8	.	.	PUNCT
ajlm-948	142	1	clin	clin	PROPN
ajlm-948	142	2	biochem	biochem	PROPN
ajlm-948	142	3	rev	rev	VERB
ajlm-948	142	4	.	.	PROPN
ajlm-948	143	1	2007;28(4):179–194	2007;28(4):179–194	NUM
ajlm-948	143	2	.	.	PUNCT
ajlm-948	144	1	national	national	PROPN
ajlm-948	144	2	health	health	PROPN
ajlm-948	144	3	laboratory	laboratory	PROPN
ajlm-948	144	4	service	service	NOUN
ajlm-948	144	5	(	(	PUNCT
ajlm-948	144	6	nhls	nhls	PROPN
ajlm-948	144	7	)	)	PUNCT
ajlm-948	144	8	.	.	PUNCT
ajlm-948	145	1	annual	annual	ADJ
ajlm-948	145	2	report	report	NOUN
ajlm-948	145	3	2017/18	2017/18	NUM
ajlm-948	146	1	[	[	X
ajlm-948	146	2	homepage	homepage	NOUN
ajlm-948	146	3	on	on	ADP
ajlm-948	146	4	the	the	DET
ajlm-948	146	5	internet	internet	NOUN
ajlm-948	146	6	]	]	PUNCT
ajlm-948	146	7	.	.	PUNCT
ajlm-948	147	1	johannesburg	johannesburg	PROPN
ajlm-948	147	2	:	:	PUNCT
ajlm-948	147	3	national	national	PROPN
ajlm-948	147	4	health	health	PROPN
ajlm-948	147	5	laboratory	laboratory	PROPN
ajlm-948	147	6	service	service	NOUN
ajlm-948	147	7	;	;	PUNCT
ajlm-948	147	8	2018	2018	NUM
ajlm-948	148	1	[	[	PUNCT
ajlm-948	148	2	cited	cite	VERB
ajlm-948	148	3	2018	2018	NUM
ajlm-948	148	4	dec	dec	PROPN
ajlm-948	148	5	10	10	NUM
ajlm-948	148	6	]	]	PUNCT
ajlm-948	148	7	.	.	PUNCT
ajlm-948	149	1	available	available	ADJ
ajlm-948	149	2	from	from	ADP
ajlm-948	149	3	:	:	PUNCT
ajlm-948	149	4	http://www.nhls.ac.za/assets/files/an_report/nhls_ar_2018.pdf	http://www.nhls.ac.za/assets/files/an_report/nhls_ar_2018.pdf	PROPN
ajlm-948	149	5	coetzee	coetzee	PROPN
ajlm-948	149	6	l	l	NOUN
ajlm-948	149	7	,	,	PUNCT
ajlm-948	149	8	cassim	cassim	NOUN
ajlm-948	149	9	n	n	CCONJ
ajlm-948	149	10	,	,	PUNCT
ajlm-948	149	11	tepper	tepper	PROPN
ajlm-948	149	12	m	m	PROPN
ajlm-948	149	13	,	,	PUNCT
ajlm-948	149	14	glencross	glencross	ADJ
ajlm-948	149	15	dk	dk	PROPN
ajlm-948	149	16	.	.	PUNCT
ajlm-948	150	1	the	the	DET
ajlm-948	150	2	importance	importance	NOUN
ajlm-948	150	3	of	of	ADP
ajlm-948	150	4	reporting	report	VERB
ajlm-948	150	5	individual	individual	ADJ
ajlm-948	150	6	weekly	weekly	ADJ
ajlm-948	150	7	laboratory	laboratory	NOUN
ajlm-948	150	8	turn	turn	NOUN
ajlm-948	150	9	-	-	PUNCT
ajlm-948	150	10	around	around	ADP
ajlm-948	150	11	-	-	PUNCT
ajlm-948	150	12	time	time	NOUN
ajlm-948	150	13	(	(	PUNCT
ajlm-948	150	14	tat	tat	NOUN
ajlm-948	150	15	)	)	PUNCT
ajlm-948	150	16	to	to	PART
ajlm-948	150	17	identify	identify	VERB
ajlm-948	150	18	outliers	outlier	NOUN
ajlm-948	150	19	and	and	CCONJ
ajlm-948	150	20	underperformance	underperformance	NOUN
ajlm-948	150	21	masked	mask	VERB
ajlm-948	150	22	during	during	ADP
ajlm-948	150	23	global	global	ADJ
ajlm-948	150	24	annual	annual	ADJ
ajlm-948	150	25	tat	tat	NOUN
ajlm-948	150	26	review	review	NOUN
ajlm-948	150	27	.	.	PUNCT
ajlm-948	151	1	african	african	ADJ
ajlm-948	151	2	society	society	NOUN
ajlm-948	151	3	for	for	ADP
ajlm-948	151	4	laboratory	laboratory	NOUN
ajlm-948	151	5	medicine	medicine	NOUN
ajlm-948	151	6	(	(	PUNCT
ajlm-948	151	7	aslm	aslm	NOUN
ajlm-948	151	8	)	)	PUNCT
ajlm-948	151	9	conference	conference	NOUN
ajlm-948	151	10	,	,	PUNCT
ajlm-948	151	11	abuja	abuja	PROPN
ajlm-948	151	12	,	,	PUNCT
ajlm-948	151	13	nigeria	nigeria	PROPN
ajlm-948	151	14	.	.	PUNCT
ajlm-948	151	15	2018	2018	NUM
ajlm-948	151	16	;	;	PUNCT
ajlm-948	151	17	2018	2018	NUM
ajlm-948	151	18	dec	dec	PROPN
ajlm-948	151	19	10–13	10–13	NUM
ajlm-948	151	20	;	;	PUNCT
ajlm-948	151	21	abuja	abuja	PROPN
ajlm-948	151	22	.	.	PUNCT
ajlm-948	152	1	2018	2018	NUM
ajlm-948	152	2	.	.	PUNCT
ajlm-948	153	1	poster	poster	NOUN
ajlm-948	153	2	:	:	PUNCT
ajlm-948	154	1	i	i	PROPN
ajlm-948	154	2	d	d	PROPN
ajlm-948	154	3	ps-2.3b-070	ps-2.3b-070	PROPN
ajlm-948	154	4	.	.	PUNCT
ajlm-948	154	5	microsoft	microsoft	PROPN
ajlm-948	154	6	corporation	corporation	PROPN
ajlm-948	154	7	.	.	PUNCT
ajlm-948	155	1	microsoft	microsoft	PROPN
ajlm-948	155	2	office	office	PROPN
ajlm-948	156	1	[	[	X
ajlm-948	156	2	homepage	homepage	NOUN
ajlm-948	156	3	on	on	ADP
ajlm-948	156	4	the	the	DET
ajlm-948	156	5	internet	internet	NOUN
ajlm-948	156	6	]	]	PUNCT
ajlm-948	156	7	.	.	PUNCT
ajlm-948	157	1	redmond	redmond	PROPN
ajlm-948	157	2	,	,	PUNCT
ajlm-948	157	3	wa	wa	PROPN
ajlm-948	157	4	:	:	PUNCT
ajlm-948	157	5	microsoft	microsoft	PROPN
ajlm-948	157	6	corporation	corporation	PROPN
ajlm-948	157	7	;	;	PUNCT
ajlm-948	157	8	2018	2018	NUM
ajlm-948	157	9	[	[	PUNCT
ajlm-948	157	10	cited	cite	VERB
ajlm-948	157	11	2019	2019	NUM
ajlm-948	157	12	mar	mar	PROPN
ajlm-948	157	13	12	12	NUM
ajlm-948	157	14	]	]	PUNCT
ajlm-948	157	15	.	.	PUNCT
ajlm-948	158	1	available	available	ADJ
ajlm-948	158	2	from	from	ADP
ajlm-948	158	3	:	:	PUNCT
ajlm-948	158	4	https://products.office.com/en-za/products	https://products.office.com/en-za/product	NOUN
ajlm-948	158	5	microstrategy	microstrategy	NOUN
ajlm-948	158	6	.	.	PUNCT
ajlm-948	159	1	microstrategy	microstrategy	NOUN
ajlm-948	159	2	desktop	desktop	NOUN
ajlm-948	160	1	[	[	X
ajlm-948	160	2	homepage	homepage	NOUN
ajlm-948	160	3	on	on	ADP
ajlm-948	160	4	the	the	DET
ajlm-948	160	5	internet	internet	NOUN
ajlm-948	160	6	]	]	PUNCT
ajlm-948	160	7	.	.	PUNCT
ajlm-948	161	1	va	va	NOUN
ajlm-948	161	2	:	:	PUNCT
ajlm-948	161	3	microstrategy	microstrategy	NOUN
ajlm-948	161	4	;	;	PUNCT
ajlm-948	161	5	2018	2018	NUM
ajlm-948	162	1	[	[	PUNCT
ajlm-948	162	2	cited	cite	VERB
ajlm-948	162	3	2018	2018	NUM
ajlm-948	162	4	dec	dec	PROPN
ajlm-948	162	5	03	03	NUM
ajlm-948	162	6	]	]	PUNCT
ajlm-948	162	7	.	.	PUNCT
ajlm-948	163	1	available	available	ADJ
ajlm-948	163	2	from	from	ADP
ajlm-948	163	3	:	:	PUNCT
ajlm-948	163	4	https://www.microstrategy.com/us/get-started/desktop	https://www.microstrategy.com/us/get-started/desktop	NOUN
ajlm-948	163	5	corporation	corporation	NOUN
ajlm-948	163	6	m.	m.	NOUN
ajlm-948	163	7	drill	drill	NOUN
ajlm-948	163	8	mode	mode	NOUN
ajlm-948	163	9	in	in	ADP
ajlm-948	163	10	a	a	DET
ajlm-948	163	11	visualization	visualization	NOUN
ajlm-948	163	12	in	in	ADP
ajlm-948	163	13	power	power	NOUN
ajlm-948	163	14	bi	bi	NOUN
ajlm-948	164	1	[	[	X
ajlm-948	164	2	homepage	homepage	NOUN
ajlm-948	164	3	on	on	ADP
ajlm-948	164	4	the	the	DET
ajlm-948	164	5	internet	internet	NOUN
ajlm-948	164	6	]	]	PUNCT
ajlm-948	164	7	.	.	PUNCT
ajlm-948	165	1	redmont	redmont	NOUN
ajlm-948	165	2	,	,	PUNCT
ajlm-948	165	3	wa	wa	NOUN
ajlm-948	165	4	:	:	PUNCT
ajlm-948	165	5	microsoft	microsoft	PROPN
ajlm-948	165	6	corporation	corporation	PROPN
ajlm-948	165	7	;	;	PUNCT
ajlm-948	165	8	2018	2018	NUM
ajlm-948	165	9	[	[	PUNCT
ajlm-948	165	10	cited	cite	VERB
ajlm-948	165	11	2018	2018	NUM
ajlm-948	165	12	dec	dec	PROPN
ajlm-948	165	13	12	12	NUM
ajlm-948	165	14	]	]	PUNCT
ajlm-948	165	15	.	.	PUNCT
ajlm-948	166	1	available	available	ADJ
ajlm-948	166	2	from	from	ADP
ajlm-948	166	3	:	:	PUNCT
ajlm-948	166	4	https://docs.microsoft.com/en-us/power-bi/consumer/end-user-drill	https://docs.microsoft.com/en-us/power-bi/consumer/end-user-drill	VERB
ajlm-948	166	5	cassim	cassim	NOUN
ajlm-948	166	6	n	n	CCONJ
ajlm-948	166	7	,	,	PUNCT
ajlm-948	166	8	coetzee	coetzee	PROPN
ajlm-948	166	9	lm	lm	PROPN
ajlm-948	166	10	,	,	PUNCT
ajlm-948	166	11	tepper	tepper	PROPN
ajlm-948	166	12	eem	eem	PROPN
ajlm-948	166	13	,	,	PUNCT
ajlm-948	166	14	glencross	glencross	ADJ
ajlm-948	166	15	dk	dk	X
ajlm-948	166	16	.	.	PUNCT
ajlm-948	166	17	facilitating	facilitate	VERB
ajlm-948	166	18	timely	timely	ADJ
ajlm-948	166	19	delivery	delivery	NOUN
ajlm-948	166	20	of	of	ADP
ajlm-948	166	21	information	information	NOUN
ajlm-948	166	22	about	about	ADP
ajlm-948	166	23	laboratory	laboratory	NOUN
ajlm-948	166	24	efficiency	efficiency	NOUN
ajlm-948	166	25	,	,	PUNCT
ajlm-948	166	26	part	part	NOUN
ajlm-948	167	1	i	i	PRON
ajlm-948	167	2	:	:	PUNCT
ajlm-948	167	3	developing	develop	VERB
ajlm-948	167	4	an	an	DET
ajlm-948	167	5	interactive	interactive	ADJ
ajlm-948	167	6	dashboard	dashboard	NOUN
ajlm-948	167	7	for	for	ADP
ajlm-948	167	8	a	a	DET
ajlm-948	167	9	basket	basket	NOUN
ajlm-948	167	10	of	of	ADP
ajlm-948	167	11	tests	test	NOUN
ajlm-948	167	12	to	to	PART
ajlm-948	167	13	assess	assess	VERB
ajlm-948	167	14	turnaround	turnaround	NOUN
ajlm-948	167	15	time	time	NOUN
ajlm-948	167	16	(	(	PUNCT
ajlm-948	167	17	tat	tat	NOUN
ajlm-948	167	18	)	)	PUNCT
ajlm-948	167	19	efficiency	efficiency	NOUN
ajlm-948	167	20	performance	performance	NOUN
ajlm-948	167	21	across	across	ADP
ajlm-948	167	22	a	a	DET
ajlm-948	167	23	national	national	ADJ
ajlm-948	167	24	laboratory	laboratory	NOUN
ajlm-948	167	25	service	service	NOUN
ajlm-948	167	26	.	.	PUNCT
ajlm-948	168	1	afr	afr	PROPN
ajlm-948	168	2	j	j	PROPN
ajlm-948	168	3	lab	lab	PROPN
ajlm-948	168	4	med	me	VERB
ajlm-948	168	5	.	.	PUNCT
ajlm-948	169	1	in	in	ADP
ajlm-948	169	2	press	press	NOUN
ajlm-948	169	3	2019	2019	NUM
ajlm-948	169	4	.	.	PUNCT
ajlm-948	170	1	khan	khan	PROPN
ajlm-948	170	2	k.	k.	PROPN
ajlm-948	170	3	root	root	PROPN
ajlm-948	170	4	cause	cause	VERB
ajlm-948	170	5	analysis	analysis	NOUN
ajlm-948	170	6	(	(	PUNCT
ajlm-948	170	7	rca	rca	NOUN
ajlm-948	170	8	)	)	PUNCT
ajlm-948	170	9	of	of	ADP
ajlm-948	170	10	prolonged	prolonged	ADJ
ajlm-948	170	11	laboratory	laboratory	NOUN
ajlm-948	170	12	turnaround	turnaround	NOUN
ajlm-948	170	13	time	time	NOUN
ajlm-948	170	14	in	in	ADP
ajlm-948	170	15	a	a	DET
ajlm-948	170	16	tertiary	tertiary	ADJ
ajlm-948	170	17	care	care	NOUN
ajlm-948	170	18	set	set	VERB
ajlm-948	170	19	up	up	ADP
ajlm-948	170	20	.	.	PUNCT
ajlm-948	171	1	j	j	PROPN
ajlm-948	171	2	clin	clin	PROPN
ajlm-948	171	3	diagn	diagn	PROPN
ajlm-948	171	4	res	re	NOUN
ajlm-948	171	5	.	.	PUNCT
ajlm-948	172	1	2014;8(4):fc05	2014;8(4):fc05	X
ajlm-948	172	2	–	–	PUNCT
ajlm-948	172	3	fc08	fc08	PROPN
ajlm-948	172	4	.	.	PUNCT
ajlm-948	173	1	https://doi.org/10.7860/jcdr/2014/7269.4255	https://doi.org/10.7860/jcdr/2014/7269.4255	PROPN
ajlm-948	173	2	wikipedia	wikipedia	PROPN
ajlm-948	173	3	.	.	PUNCT
ajlm-948	174	1	ishikawa	ishikawa	PROPN
ajlm-948	174	2	diagram	diagram	PROPN
ajlm-948	175	1	[	[	X
ajlm-948	175	2	homepage	homepage	NOUN
ajlm-948	175	3	on	on	ADP
ajlm-948	175	4	the	the	DET
ajlm-948	175	5	internet	internet	NOUN
ajlm-948	175	6	]	]	PUNCT
ajlm-948	175	7	.	.	PUNCT
ajlm-948	176	1	wikipedia	wikipedia	PROPN
ajlm-948	176	2	;	;	PUNCT
ajlm-948	176	3	2018	2018	NUM
ajlm-948	176	4	[	[	PRON
ajlm-948	176	5	updated	update	VERB
ajlm-948	176	6	2018	2018	NUM
ajlm-948	176	7	october	october	PROPN
ajlm-948	176	8	26	26	NUM
ajlm-948	176	9	;	;	PUNCT
ajlm-948	176	10	cited	cite	VERB
ajlm-948	176	11	2019	2019	NUM
ajlm-948	176	12	jan	jan	PROPN
ajlm-948	176	13	05	05	NUM
ajlm-948	176	14	]	]	PUNCT
ajlm-948	176	15	.	.	PUNCT
ajlm-948	177	1	available	available	ADJ
ajlm-948	177	2	from	from	ADP
ajlm-948	177	3	:	:	PUNCT
ajlm-948	177	4	https://en.wikipedia.org/wiki/ishikawa_diagram	https://en.wikipedia.org/wiki/ishikawa_diagram	PROPN
ajlm-948	177	5	coetzee	coetzee	PROPN
ajlm-948	177	6	lm	lm	PROPN
ajlm-948	177	7	,	,	PUNCT
ajlm-948	177	8	cassim	cassim	NOUN
ajlm-948	177	9	n	n	CCONJ
ajlm-948	177	10	,	,	PUNCT
ajlm-948	177	11	glencross	glencross	ADJ
ajlm-948	177	12	dk	dk	PROPN
ajlm-948	177	13	.	.	PUNCT
ajlm-948	178	1	using	use	VERB
ajlm-948	178	2	laboratory	laboratory	NOUN
ajlm-948	178	3	data	datum	NOUN
ajlm-948	178	4	to	to	PART
ajlm-948	178	5	categorise	categorise	VERB
ajlm-948	178	6	cd4	cd4	PROPN
ajlm-948	178	7	laboratory	laboratory	NOUN
ajlm-948	178	8	turn	turn	NOUN
ajlm-948	178	9	-	-	PUNCT
ajlm-948	178	10	around	around	ADP
ajlm-948	178	11	-	-	PUNCT
ajlm-948	178	12	time	time	NOUN
ajlm-948	178	13	performance	performance	NOUN
ajlm-948	178	14	across	across	ADP
ajlm-948	178	15	a	a	DET
ajlm-948	178	16	national	national	ADJ
ajlm-948	178	17	programme	programme	NOUN
ajlm-948	178	18	.	.	PUNCT
ajlm-948	179	1	afr	afr	PROPN
ajlm-948	179	2	j	j	PROPN
ajlm-948	179	3	lab	lab	PROPN
ajlm-948	179	4	med	med	PROPN
ajlm-948	179	5	.	.	PUNCT
ajlm-948	180	1	2018;7(1)1–7	2018;7(1)1–7	PROPN
ajlm-948	180	2	.	.	PUNCT
ajlm-948	181	1	https://doi.org/10.4102/ajlm.v7i1.665	https://doi.org/10.4102/ajlm.v7i1.665	PROPN
ajlm-948	181	2	ezzelle	ezzelle	PROPN
ajlm-948	181	3	j	j	PROPN
ajlm-948	181	4	,	,	PUNCT
ajlm-948	181	5	rodriguez	rodriguez	PROPN
ajlm-948	181	6	-	-	PUNCT
ajlm-948	181	7	chavez	chavez	PROPN
ajlm-948	181	8	ir	ir	PROPN
ajlm-948	181	9	,	,	PUNCT
ajlm-948	181	10	darden	darden	PROPN
ajlm-948	181	11	jm	jm	PROPN
ajlm-948	181	12	,	,	PUNCT
ajlm-948	181	13	et	et	PROPN
ajlm-948	181	14	al	al	PROPN
ajlm-948	181	15	.	.	PUNCT
ajlm-948	181	16	guidelines	guideline	NOUN
ajlm-948	181	17	on	on	ADP
ajlm-948	181	18	good	good	ADJ
ajlm-948	181	19	clinical	clinical	ADJ
ajlm-948	181	20	laboratory	laboratory	NOUN
ajlm-948	181	21	practice	practice	NOUN
ajlm-948	181	22	:	:	PUNCT
ajlm-948	181	23	bridging	bridge	VERB
ajlm-948	181	24	operations	operation	NOUN
ajlm-948	181	25	between	between	ADP
ajlm-948	181	26	research	research	NOUN
ajlm-948	181	27	and	and	CCONJ
ajlm-948	181	28	clinical	clinical	ADJ
ajlm-948	181	29	research	research	NOUN
ajlm-948	181	30	laboratories	laboratory	NOUN
ajlm-948	181	31	.	.	PUNCT
ajlm-948	182	1	j	j	PROPN
ajlm-948	182	2	pharm	pharm	PROPN
ajlm-948	182	3	biomed	biome	VERB
ajlm-948	182	4	anal	anal	NOUN
ajlm-948	182	5	.	.	PUNCT
ajlm-948	183	1	2008;46(1):18–29	2008;46(1):18–29	X
ajlm-948	183	2	.	.	PUNCT
ajlm-948	184	1	https://doi.org/10.1016/j.jpba.2007.10.010	https://doi.org/10.1016/j.jpba.2007.10.010	ADJ
ajlm-948	184	2	world	world	PROPN
ajlm-948	184	3	health	health	PROPN
ajlm-948	184	4	organization	organization	NOUN
ajlm-948	184	5	(	(	PUNCT
ajlm-948	184	6	who	who	PRON
ajlm-948	184	7	)	)	PUNCT
ajlm-948	184	8	,	,	PUNCT
ajlm-948	184	9	centers	center	NOUN
ajlm-948	184	10	for	for	ADP
ajlm-948	184	11	disease	disease	NOUN
ajlm-948	184	12	control	control	NOUN
ajlm-948	184	13	(	(	PUNCT
ajlm-948	184	14	cdc	cdc	PROPN
ajlm-948	184	15	)	)	PUNCT
ajlm-948	184	16	,	,	PUNCT
ajlm-948	184	17	clinical	clinical	ADJ
ajlm-948	184	18	and	and	CCONJ
ajlm-948	184	19	laboratory	laboratory	NOUN
ajlm-948	184	20	standards	standard	NOUN
ajlm-948	184	21	institute	institute	PROPN
ajlm-948	184	22	(	(	PUNCT
ajlm-948	184	23	clsi	clsi	PROPN
ajlm-948	184	24	)	)	PUNCT
ajlm-948	184	25	.	.	PUNCT
ajlm-948	185	1	laboratory	laboratory	NOUN
ajlm-948	185	2	quality	quality	NOUN
ajlm-948	185	3	management	management	NOUN
ajlm-948	185	4	system	system	NOUN
ajlm-948	185	5	handbook	handbook	NOUN
ajlm-948	186	1	[	[	X
ajlm-948	186	2	homepage	homepage	NOUN
ajlm-948	186	3	on	on	ADP
ajlm-948	186	4	the	the	DET
ajlm-948	186	5	internet	internet	NOUN
ajlm-948	186	6	]	]	PUNCT
ajlm-948	186	7	.	.	PUNCT
ajlm-948	187	1	geneva	geneva	PROPN
ajlm-948	187	2	:	:	PUNCT
ajlm-948	187	3	world	world	PROPN
ajlm-948	187	4	health	health	NOUN
ajlm-948	187	5	organization	organization	NOUN
ajlm-948	187	6	;	;	PUNCT
ajlm-948	187	7	2011	2011	NUM
ajlm-948	187	8	.	.	PUNCT
ajlm-948	188	1	[	[	X
ajlm-948	188	2	cited	cite	VERB
ajlm-948	188	3	2019	2019	NUM
ajlm-948	188	4	apr	apr	NOUN
ajlm-948	188	5	12	12	NUM
ajlm-948	188	6	]	]	PUNCT
ajlm-948	188	7	available	available	ADJ
ajlm-948	188	8	from	from	ADP
ajlm-948	188	9	:	:	PUNCT
ajlm-948	188	10	https://www.who.int/ihr/publications/lqms_en.pdf	https://www.who.int/ihr/publications/lqms_en.pdf	PROPN
ajlm-948	188	11	lou	lou	PROPN
ajlm-948	188	12	ah	ah	INTJ
ajlm-948	188	13	,	,	PUNCT
ajlm-948	188	14	elnenaei	elnenaei	PROPN
ajlm-948	188	15	mo	mo	PROPN
ajlm-948	188	16	,	,	PUNCT
ajlm-948	188	17	sadek	sadek	PROPN
ajlm-948	188	18	i	i	PRON
ajlm-948	188	19	,	,	PUNCT
ajlm-948	188	20	thompson	thompson	PROPN
ajlm-948	188	21	s	s	PROPN
ajlm-948	188	22	,	,	PUNCT
ajlm-948	188	23	crocker	crocker	PROPN
ajlm-948	188	24	bd	bd	PROPN
ajlm-948	188	25	,	,	PUNCT
ajlm-948	188	26	nassar	nassar	PROPN
ajlm-948	188	27	ba	ba	PROPN
ajlm-948	188	28	.	.	PUNCT
ajlm-948	189	1	multiple	multiple	ADJ
ajlm-948	189	2	preand	preand	NOUN
ajlm-948	189	3	post	post	ADJ
ajlm-948	189	4	-	-	ADJ
ajlm-948	189	5	analytical	analytical	ADJ
ajlm-948	189	6	lean	lean	ADJ
ajlm-948	189	7	approaches	approach	NOUN
ajlm-948	189	8	to	to	ADP
ajlm-948	189	9	the	the	DET
ajlm-948	189	10	improvement	improvement	NOUN
ajlm-948	189	11	of	of	ADP
ajlm-948	189	12	the	the	DET
ajlm-948	189	13	laboratory	laboratory	NOUN
ajlm-948	189	14	turnaround	turnaround	NOUN
ajlm-948	189	15	time	time	NOUN
ajlm-948	189	16	in	in	ADP
ajlm-948	189	17	a	a	DET
ajlm-948	189	18	large	large	ADJ
ajlm-948	189	19	core	core	NOUN
ajlm-948	189	20	laboratory	laboratory	NOUN
ajlm-948	189	21	.	.	PUNCT
ajlm-948	190	1	clin	clin	PROPN
ajlm-948	190	2	biochem	biochem	PROPN
ajlm-948	190	3	.	.	PUNCT
ajlm-948	191	1	2017;50(15):864–869	2017;50(15):864–869	NUM
ajlm-948	191	2	.	.	PUNCT
ajlm-948	192	1	https://doi.org/10.1016/j.clinbiochem.2017.04.019	https://doi.org/10.1016/j.clinbiochem.2017.04.019	PROPN
ajlm-948	192	2	barakauskas	barakauskas	NOUN
ajlm-948	192	3	ve	ve	PROPN
ajlm-948	192	4	,	,	PUNCT
ajlm-948	192	5	bradshaw	bradshaw	PROPN
ajlm-948	192	6	ta	ta	PROPN
ajlm-948	192	7	,	,	PUNCT
ajlm-948	192	8	smith	smith	PROPN
ajlm-948	192	9	ld	ld	PROPN
ajlm-948	192	10	,	,	PUNCT
ajlm-948	192	11	lehman	lehman	PROPN
ajlm-948	192	12	cm	cm	PROPN
ajlm-948	192	13	,	,	PUNCT
ajlm-948	192	14	johnson	johnson	PROPN
ajlm-948	192	15	-	-	PUNCT
ajlm-948	192	16	davis	davis	PROPN
ajlm-948	192	17	kl	kl	PROPN
ajlm-948	192	18	.	.	PROPN
ajlm-948	192	19	process	process	NOUN
ajlm-948	192	20	optimization	optimization	NOUN
ajlm-948	192	21	to	to	PART
ajlm-948	192	22	improve	improve	VERB
ajlm-948	192	23	immunosuppressant	immunosuppressant	ADJ
ajlm-948	192	24	drug	drug	NOUN
ajlm-948	192	25	testing	testing	NOUN
ajlm-948	192	26	turnaround	turnaround	NOUN
ajlm-948	192	27	time	time	NOUN
ajlm-948	192	28	.	.	PUNCT
ajlm-948	193	1	am	be	AUX
ajlm-948	193	2	j	j	PROPN
ajlm-948	193	3	clin	clin	PROPN
ajlm-948	193	4	pathol	pathol	NOUN
ajlm-948	193	5	.	.	PUNCT
ajlm-948	194	1	2016;146(2):182–190	2016;146(2):182–190	NUM
ajlm-948	194	2	.	.	PUNCT
ajlm-948	194	3	https://doi.org/10.1093/ajcp/aqw087	https://doi.org/10.1093/ajcp/aqw087	PROPN
ajlm-948	194	4	holland	holland	PROPN
ajlm-948	194	5	ll	ll	AUX
ajlm-948	194	6	,	,	PUNCT
ajlm-948	194	7	smith	smith	PROPN
ajlm-948	194	8	ll	ll	PROPN
ajlm-948	194	9	,	,	PUNCT
ajlm-948	194	10	blick	blick	NOUN
ajlm-948	194	11	ke	ke	NOUN
ajlm-948	194	12	.	.	PUNCT
ajlm-948	195	1	reducing	reduce	VERB
ajlm-948	195	2	laboratory	laboratory	NOUN
ajlm-948	195	3	turnaround	turnaround	NOUN
ajlm-948	195	4	time	time	NOUN
ajlm-948	195	5	outliers	outlier	NOUN
ajlm-948	195	6	can	can	AUX
ajlm-948	195	7	reduce	reduce	VERB
ajlm-948	195	8	emergency	emergency	NOUN
ajlm-948	195	9	department	department	NOUN
ajlm-948	195	10	patient	patient	NOUN
ajlm-948	195	11	length	length	NOUN
ajlm-948	195	12	of	of	ADP
ajlm-948	195	13	stay	stay	NOUN
ajlm-948	195	14	:	:	PUNCT
ajlm-948	195	15	an	an	DET
ajlm-948	195	16	11	11	NUM
ajlm-948	195	17	-	-	PUNCT
ajlm-948	195	18	hospital	hospital	NOUN
ajlm-948	195	19	study	study	NOUN
ajlm-948	195	20	.	.	PUNCT
ajlm-948	196	1	am	be	AUX
ajlm-948	196	2	j	j	PROPN
ajlm-948	196	3	clin	clin	PROPN
ajlm-948	196	4	pathol	pathol	NOUN
ajlm-948	196	5	.	.	PUNCT
ajlm-948	197	1	2005;124(5):672–674	2005;124(5):672–674	X
ajlm-948	197	2	.	.	PUNCT
ajlm-948	198	1	https://doi.org/10.1309/e9qpvq6g2fbvmj3b	https://doi.org/10.1309/e9qpvq6g2fbvmj3b	PROPN
ajlm-948	198	2	padgett	padgett	PROPN
ajlm-948	198	3	s	s	PROPN
ajlm-948	198	4	,	,	PUNCT
ajlm-948	198	5	graban	graban	ADJ
ajlm-948	198	6	m.	m.	NOUN
ajlm-948	198	7	lean	lean	ADJ
ajlm-948	198	8	laboratories	laboratory	NOUN
ajlm-948	198	9	:	:	PUNCT
ajlm-948	198	10	competing	compete	VERB
ajlm-948	198	11	with	with	ADP
ajlm-948	198	12	methods	method	NOUN
ajlm-948	198	13	from	from	ADP
ajlm-948	198	14	toyota	toyota	PROPN
ajlm-948	198	15	.	.	PUNCT
ajlm-948	199	1	lab	lab	PROPN
ajlm-948	199	2	med	med	PROPN
ajlm-948	199	3	.	.	PUNCT
ajlm-948	200	1	2008;39(11):645–648	2008;39(11):645–648	NUM
ajlm-948	200	2	.	.	PUNCT
ajlm-948	201	1	https://doi.org/10.1309/lmx0lemr7r0uskum	https://doi.org/10.1309/lmx0lemr7r0uskum	PROPN
ajlm-948	201	2	stapleton	stapleton	PROPN
ajlm-948	201	3	k	k	PROPN
ajlm-948	201	4	,	,	PUNCT
ajlm-948	201	5	sammond	sammond	PROPN
ajlm-948	201	6	d.	d.	PROPN
ajlm-948	201	7	improved	improve	VERB
ajlm-948	201	8	laboratory	laboratory	NOUN
ajlm-948	201	9	stat	stat	PROPN
ajlm-948	201	10	test	test	NOUN
ajlm-948	201	11	turnaround	turnaround	NOUN
ajlm-948	201	12	time	time	NOUN
ajlm-948	201	13	using	use	VERB
ajlm-948	201	14	lean	lean	ADJ
ajlm-948	201	15	six	six	NUM
ajlm-948	201	16	sigma	sigma	NOUN
ajlm-948	201	17	.	.	PUNCT
ajlm-948	202	1	am	be	AUX
ajlm-948	202	2	j	j	PROPN
ajlm-948	202	3	clin	clin	PROPN
ajlm-948	202	4	pathol	pathol	NOUN
ajlm-948	202	5	.	.	PUNCT
ajlm-948	203	1	2012;138(suppl_2):a184	2012;138(suppl_2):a184	X
ajlm-948	203	2	-	-	PUNCT
ajlm-948	203	3	a.	a.	NOUN
ajlm-948	203	4	https://doi.org/10.1093/ajcp/138.suppl2.36	https://doi.org/10.1093/ajcp/138.suppl2.36	PROPN
ajlm-948	203	5	wybenga	wybenga	PROPN
ajlm-948	204	1	dr	dr	PROPN
ajlm-948	204	2	,	,	PUNCT
ajlm-948	204	3	winkelman	winkelman	NOUN
ajlm-948	204	4	jw	jw	PROPN
ajlm-948	204	5	,	,	PUNCT
ajlm-948	204	6	tanasijevic	tanasijevic	PROPN
ajlm-948	204	7	mj	mj	PROPN
ajlm-948	204	8	,	,	PUNCT
ajlm-948	204	9	otten	otten	PROPN
ajlm-948	204	10	j.	j.	PROPN
ajlm-948	205	1	how	how	SCONJ
ajlm-948	205	2	fast	fast	ADV
ajlm-948	205	3	is	be	AUX
ajlm-948	205	4	fast	fast	ADJ
ajlm-948	205	5	enough	enough	ADV
ajlm-948	205	6	for	for	ADP
ajlm-948	205	7	clinical	clinical	ADJ
ajlm-948	205	8	laboratory	laboratory	NOUN
ajlm-948	205	9	turnaround	turnaround	NOUN
ajlm-948	205	10	time	time	NOUN
ajlm-948	205	11	?	?	PUNCT
ajlm-948	205	12	:	:	PUNCT
ajlm-948	206	1	measurement	measurement	NOUN
ajlm-948	206	2	of	of	ADP
ajlm-948	206	3	the	the	DET
ajlm-948	206	4	interval	interval	NOUN
ajlm-948	206	5	between	between	ADP
ajlm-948	206	6	result	result	NOUN
ajlm-948	206	7	entry	entry	NOUN
ajlm-948	206	8	and	and	CCONJ
ajlm-948	206	9	inquiries	inquiry	NOUN
ajlm-948	206	10	for	for	ADP
ajlm-948	206	11	reports	report	NOUN
ajlm-948	206	12	.	.	PUNCT
ajlm-948	207	1	am	be	AUX
ajlm-948	207	2	j	j	PROPN
ajlm-948	207	3	clin	clin	PROPN
ajlm-948	207	4	pathol	pathol	NOUN
ajlm-948	207	5	.	.	PUNCT
ajlm-948	208	1	1997;108(4):400–405	1997;108(4):400–405	X
ajlm-948	208	2	.	.	PUNCT
ajlm-948	208	3	https://doi.org/10.1093/ajcp/108.4.400	https://doi.org/10.1093/ajcp/108.4.400	PROPN
ajlm-948	208	4	mysql	mysql	PROPN
ajlm-948	208	5	.	.	PUNCT
ajlm-948	209	1	mysql	mysql	PROPN
ajlm-948	209	2	community	community	NOUN
ajlm-948	209	3	edition	edition	NOUN
ajlm-948	210	1	[	[	X
ajlm-948	210	2	homepage	homepage	NOUN
ajlm-948	210	3	on	on	ADP
ajlm-948	210	4	the	the	DET
ajlm-948	210	5	internet	internet	NOUN
ajlm-948	210	6	]	]	PUNCT
ajlm-948	210	7	.	.	PUNCT
ajlm-948	211	1	redwood	redwood	PROPN
ajlm-948	211	2	city	city	PROPN
ajlm-948	211	3	,	,	PUNCT
ajlm-948	211	4	ca	ca	PROPN
ajlm-948	211	5	:	:	PUNCT
ajlm-948	211	6	oracle	oracle	PROPN
ajlm-948	211	7	corporation	corporation	NOUN
ajlm-948	211	8	;	;	PUNCT
ajlm-948	211	9	2019	2019	NUM
ajlm-948	212	1	[	[	X
ajlm-948	212	2	cited	cite	VERB
ajlm-948	212	3	2019	2019	NUM
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ajlm-948	212	5	03	03	NUM
ajlm-948	212	6	]	]	PUNCT
ajlm-948	212	7	.	.	PUNCT
ajlm-948	213	1	available	available	ADJ
ajlm-948	213	2	from	from	ADP
ajlm-948	213	3	:	:	PUNCT
ajlm-948	213	4	https://www.mysql.com/products/community/	https://www.mysql.com/products/community/	PROPN
ajlm-948	213	5	microsoft	microsoft	PROPN
ajlm-948	213	6	corporation	corporation	PROPN
ajlm-948	213	7	.	.	PUNCT
ajlm-948	214	1	sql	sql	PROPN
ajlm-948	214	2	server	server	PROPN
ajlm-948	214	3	2017	2017	NUM
ajlm-948	214	4	express	express	ADJ
ajlm-948	214	5	edition	edition	NOUN
ajlm-948	215	1	[	[	X
ajlm-948	215	2	homepage	homepage	NOUN
ajlm-948	215	3	on	on	ADP
ajlm-948	215	4	the	the	DET
ajlm-948	215	5	internet	internet	NOUN
ajlm-948	215	6	]	]	PUNCT
ajlm-948	215	7	.	.	PUNCT
ajlm-948	216	1	redmond	redmond	PROPN
ajlm-948	216	2	,	,	PUNCT
ajlm-948	216	3	wa	wa	PROPN
ajlm-948	216	4	:	:	PUNCT
ajlm-948	216	5	microsoft	microsoft	PROPN
ajlm-948	216	6	corporation	corporation	PROPN
ajlm-948	216	7	;	;	PUNCT
ajlm-948	216	8	2019	2019	NUM
ajlm-948	216	9	[	[	X
ajlm-948	216	10	cited	cite	VERB
ajlm-948	216	11	2019	2019	NUM
ajlm-948	216	12	apr	apr	NOUN
ajlm-948	216	13	10	10	NUM
ajlm-948	216	14	]	]	PUNCT
ajlm-948	216	15	.	.	PUNCT
ajlm-948	217	1	available	available	ADJ
ajlm-948	217	2	from	from	ADP
ajlm-948	217	3	:	:	PUNCT
ajlm-948	217	4	https://www.microsoft.com/en-us/sql-server/sql-server-editions-express	https://www.microsoft.com/en-us/sql-server/sql-server-editions-express	PROPN
ajlm-948	217	5	firebird	firebird	PROPN
ajlm-948	217	6	foundation	foundation	PROPN
ajlm-948	217	7	incorporated	incorporate	VERB
ajlm-948	217	8	.	.	PUNCT
ajlm-948	218	1	firebird	firebird	PROPN
ajlm-948	218	2	rdbms	rdbms	PROPN
ajlm-948	218	3	[	[	X
ajlm-948	218	4	homepage	homepage	NOUN
ajlm-948	218	5	on	on	ADP
ajlm-948	218	6	the	the	DET
ajlm-948	218	7	internet	internet	NOUN
ajlm-948	218	8	]	]	PUNCT
ajlm-948	218	9	.	.	PUNCT
ajlm-948	219	1	firebird	firebird	PROPN
ajlm-948	219	2	foundation	foundation	PROPN
ajlm-948	219	3	incorporated	incorporate	VERB
ajlm-948	219	4	;	;	PUNCT
ajlm-948	219	5	2019	2019	NUM
ajlm-948	219	6	[	[	X
ajlm-948	219	7	cited	cite	VERB
ajlm-948	219	8	2019	2019	NUM
ajlm-948	219	9	apr	apr	NOUN
ajlm-948	219	10	10	10	NUM
ajlm-948	219	11	]	]	PUNCT
ajlm-948	219	12	.	.	PUNCT
ajlm-948	220	1	available	available	ADJ
ajlm-948	220	2	from	from	ADP
ajlm-948	220	3	:	:	PUNCT
ajlm-948	220	4	https://firebirdsql.org/en/firebird-rdbms/	https://firebirdsql.org/en/firebird-rdbms/	NOUN
ajlm-948	220	5	cubrid	cubrid	VERB
ajlm-948	220	6	.	.	PUNCT
ajlm-948	221	1	cubrid	cubrid	PROPN
ajlm-948	221	2	10.1	10.1	NUM
ajlm-948	221	3	now	now	ADV
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ajlm-948	221	5	:	:	PUNCT
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ajlm-948	221	11	[	[	X
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ajlm-948	221	13	on	on	ADP
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ajlm-948	221	16	]	]	PUNCT
ajlm-948	221	17	.	.	PUNCT
ajlm-948	222	1	cubrid	cubrid	VERB
ajlm-948	222	2	;	;	PUNCT
ajlm-948	222	3	2019	2019	NUM
ajlm-948	222	4	[	[	X
ajlm-948	222	5	cited	cite	VERB
ajlm-948	222	6	2019	2019	NUM
ajlm-948	222	7	apr	apr	NOUN
ajlm-948	222	8	10	10	NUM
ajlm-948	222	9	]	]	PUNCT
ajlm-948	222	10	.	.	PUNCT
ajlm-948	223	1	available	available	ADJ
ajlm-948	223	2	from	from	ADP
ajlm-948	223	3	:	:	PUNCT
ajlm-948	223	4	https://www.cubrid.org/	https://www.cubrid.org/	PROPN
ajlm-948	223	5	edx	edx	PROPN
ajlm-948	223	6	.	.	PUNCT
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ajlm-948	223	8	data	datum	NOUN
ajlm-948	223	9	with	with	ADP
ajlm-948	223	10	transact	transact	NOUN
ajlm-948	223	11	-	-	PUNCT
ajlm-948	223	12	sql	sql	NOUN
ajlm-948	223	13	.	.	PUNCT
ajlm-948	224	1	cambridge	cambridge	PROPN
ajlm-948	224	2	,	,	PUNCT
ajlm-948	224	3	ma	ma	PROPN
ajlm-948	224	4	:	:	PUNCT
ajlm-948	224	5	edx	edx	PROPN
ajlm-948	224	6	;	;	PUNCT
ajlm-948	224	7	2019	2019	NUM
ajlm-948	224	8	[	[	X
ajlm-948	224	9	cited	cite	VERB
ajlm-948	224	10	2019	2019	NUM
ajlm-948	224	11	apr	apr	NOUN
ajlm-948	224	12	03	03	NUM
ajlm-948	224	13	]	]	PUNCT
ajlm-948	224	14	.	.	PUNCT
ajlm-948	225	1	founded	found	VERB
ajlm-948	225	2	by	by	ADP
ajlm-948	225	3	harvard	harvard	PROPN
ajlm-948	225	4	university	university	PROPN
ajlm-948	225	5	and	and	CCONJ
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ajlm-948	225	7	in	in	ADP
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ajlm-948	225	9	,	,	PUNCT
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ajlm-948	225	12	an	an	DET
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ajlm-948	225	14	learning	learning	NOUN
ajlm-948	225	15	destination	destination	NOUN
ajlm-948	225	16	and	and	CCONJ
ajlm-948	225	17	mooc	mooc	PROPN
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ajlm-948	225	19	,	,	PUNCT
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ajlm-948	225	22	-	-	PUNCT
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ajlm-948	225	24	courses	course	NOUN
ajlm-948	225	25	from	from	ADP
ajlm-948	225	26	the	the	DET
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ajlm-948	225	28	’s	’s	PART
ajlm-948	225	29	best	good	ADJ
ajlm-948	225	30	universities	university	NOUN
ajlm-948	225	31	and	and	CCONJ
ajlm-948	225	32	institutions	institution	NOUN
ajlm-948	225	33	to	to	ADP
ajlm-948	225	34	learners	learner	NOUN
ajlm-948	225	35	everywhere	everywhere	ADV
ajlm-948	225	36	.	.	PUNCT
ajlm-948	226	1	available	available	ADJ
ajlm-948	226	2	from	from	ADP
ajlm-948	226	3	:	:	PUNCT
ajlm-948	226	4	https://www.edx.org/course/querying-data-with-transact-sql-2	https://www.edx.org/course/querying-data-with-transact-sql-2	PROPN
ajlm-948	226	5	edx	edx	PROPN
ajlm-948	226	6	.	.	PUNCT
ajlm-948	226	7	developing	develop	VERB
ajlm-948	226	8	sql	sql	NOUN
ajlm-948	226	9	databases	database	NOUN
ajlm-948	226	10	.	.	PUNCT
ajlm-948	227	1	cambridge	cambridge	PROPN
ajlm-948	227	2	,	,	PUNCT
ajlm-948	227	3	ma	ma	PROPN
ajlm-948	227	4	:	:	PUNCT
ajlm-948	227	5	edx	edx	PROPN
ajlm-948	227	6	;	;	PUNCT
ajlm-948	227	7	2019	2019	NUM
ajlm-948	228	1	[	[	X
ajlm-948	228	2	cited	cite	VERB
ajlm-948	228	3	2019	2019	NUM
ajlm-948	228	4	apr	apr	NOUN
ajlm-948	228	5	03	03	NUM
ajlm-948	228	6	]	]	PUNCT
ajlm-948	228	7	.	.	PUNCT
ajlm-948	229	1	founded	found	VERB
ajlm-948	229	2	by	by	ADP
ajlm-948	229	3	harvard	harvard	PROPN
ajlm-948	229	4	university	university	PROPN
ajlm-948	229	5	and	and	CCONJ
ajlm-948	229	6	mit	mit	NOUN
ajlm-948	229	7	in	in	ADP
ajlm-948	229	8	2012	2012	NUM
ajlm-948	229	9	,	,	PUNCT
ajlm-948	229	10	edx	edx	PROPN
ajlm-948	229	11	is	be	AUX
ajlm-948	229	12	an	an	DET
ajlm-948	229	13	online	online	ADJ
ajlm-948	229	14	learning	learning	NOUN
ajlm-948	229	15	destination	destination	NOUN
ajlm-948	229	16	and	and	CCONJ
ajlm-948	229	17	mooc	mooc	PROPN
ajlm-948	229	18	provider	provider	NOUN
ajlm-948	229	19	,	,	PUNCT
ajlm-948	229	20	offering	offer	VERB
ajlm-948	229	21	high	high	ADJ
ajlm-948	229	22	-	-	PUNCT
ajlm-948	229	23	quality	quality	NOUN
ajlm-948	229	24	courses	course	NOUN
ajlm-948	229	25	from	from	ADP
ajlm-948	229	26	the	the	DET
ajlm-948	229	27	world	world	NOUN
ajlm-948	229	28	’s	’s	PART
ajlm-948	229	29	best	good	ADJ
ajlm-948	229	30	universities	university	NOUN
ajlm-948	229	31	and	and	CCONJ
ajlm-948	229	32	institutions	institution	NOUN
ajlm-948	229	33	to	to	ADP
ajlm-948	229	34	learners	learner	NOUN
ajlm-948	229	35	everywhere	everywhere	ADV
ajlm-948	229	36	.	.	PUNCT
ajlm-948	230	1	available	available	ADJ
ajlm-948	230	2	from	from	ADP
ajlm-948	230	3	:	:	PUNCT
ajlm-948	230	4	https://www.edx.org/course/developing-sql-databases-0	https://www.edx.org/course/developing-sql-databases-0	NOUN