id	sid	tid	token	lemma	pos
ajeer-227	1	1	asian	asian	PROPN
ajeer-227	1	2	journal	journal	PROPN
ajeer-227	1	3	of	of	ADP
ajeer-227	1	4	economics	economic	NOUN
ajeer-227	1	5	and	and	CCONJ
ajeer-227	1	6	empirical	empirical	ADJ
ajeer-227	1	7	research	research	NOUN
ajeer-227	1	8	vol	vol	NOUN
ajeer-227	1	9	.	.	PROPN
ajeer-227	2	1	4	4	NUM
ajeer-227	2	2	,	,	PUNCT
ajeer-227	2	3	no	no	INTJ
ajeer-227	2	4	.	.	NOUN
ajeer-227	2	5	1	1	NUM
ajeer-227	2	6	,	,	PUNCT
ajeer-227	2	7	14	14	NUM
ajeer-227	2	8	-	-	SYM
ajeer-227	2	9	24	24	NUM
ajeer-227	2	10	,	,	PUNCT
ajeer-227	2	11	2017	2017	NUM
ajeer-227	2	12	issn(e	issn(e	NOUN
ajeer-227	2	13	)	)	PUNCT
ajeer-227	2	14	2409	2409	NUM
ajeer-227	2	15	-	-	SYM
ajeer-227	2	16	2622/	2622/	NUM
ajeer-227	2	17	issn(p	issn(p	NOUN
ajeer-227	2	18	)	)	PUNCT
ajeer-227	2	19	2518	2518	NUM
ajeer-227	2	20	-	-	PUNCT
ajeer-227	2	21	010x	010x	ADJ
ajeer-227	2	22	doi	doi	NOUN
ajeer-227	2	23	:	:	PUNCT
ajeer-227	2	24	10.20448	10.20448	NUM
ajeer-227	2	25	/	/	SYM
ajeer-227	2	26	journal.501.2017.41.14.24	journal.501.2017.41.14.24	PROPN
ajeer-227	2	27	14	14	NUM
ajeer-227	2	28	measuring	measure	VERB
ajeer-227	2	29	the	the	DET
ajeer-227	2	30	efficiency	efficiency	NOUN
ajeer-227	2	31	of	of	ADP
ajeer-227	2	32	tertiary	tertiary	ADJ
ajeer-227	2	33	care	care	NOUN
ajeer-227	2	34	hospitals	hospital	NOUN
ajeer-227	2	35	and	and	CCONJ
ajeer-227	2	36	medical	medical	ADJ
ajeer-227	2	37	colleges	college	NOUN
ajeer-227	2	38	in	in	ADP
ajeer-227	2	39	punjab	punjab	PROPN
ajeer-227	2	40	,	,	PUNCT
ajeer-227	2	41	an	an	DET
ajeer-227	2	42	application	application	NOUN
ajeer-227	2	43	of	of	ADP
ajeer-227	2	44	nonparametric	nonparametric	NOUN
ajeer-227	2	45	approach	approach	NOUN
ajeer-227	2	46	dea	dea	PROPN
ajeer-227	2	47	asima	asima	PROPN
ajeer-227	2	48	ihsan1	ihsan1	PROPN
ajeer-227	2	49	(	(	PUNCT
ajeer-227	2	50			PROPN
ajeer-227	2	51	corresponding	correspond	VERB
ajeer-227	2	52	author	author	NOUN
ajeer-227	2	53	)	)	PUNCT
ajeer-227	2	54	1punjab	1punjab	PROPN
ajeer-227	2	55	economic	economic	ADJ
ajeer-227	2	56	research	research	PROPN
ajeer-227	2	57	institute	institute	PROPN
ajeer-227	2	58	(	(	PUNCT
ajeer-227	2	59	peri	peri	PROPN
ajeer-227	2	60	)	)	PUNCT
ajeer-227	2	61	,	,	PUNCT
ajeer-227	2	62	planning	planning	NOUN
ajeer-227	2	63	and	and	CCONJ
ajeer-227	2	64	development	development	NOUN
ajeer-227	2	65	department(p&dd	department(p&dd	NUM
ajeer-227	2	66	)	)	PUNCT
ajeer-227	2	67	,	,	PUNCT
ajeer-227	2	68	lahore	lahore	VERB
ajeer-227	2	69	abstract	abstract	ADJ
ajeer-227	2	70	efficient	efficient	ADJ
ajeer-227	2	71	utilization	utilization	NOUN
ajeer-227	2	72	of	of	ADP
ajeer-227	2	73	resources	resource	NOUN
ajeer-227	2	74	required	require	VERB
ajeer-227	2	75	that	that	SCONJ
ajeer-227	2	76	the	the	DET
ajeer-227	2	77	healthcare	healthcare	NOUN
ajeer-227	2	78	units	unit	NOUN
ajeer-227	2	79	should	should	AUX
ajeer-227	2	80	operate	operate	VERB
ajeer-227	2	81	at	at	ADP
ajeer-227	2	82	their	their	PRON
ajeer-227	2	83	full	full	ADJ
ajeer-227	2	84	capacity	capacity	NOUN
ajeer-227	2	85	and	and	CCONJ
ajeer-227	2	86	increase	increase	VERB
ajeer-227	2	87	their	their	PRON
ajeer-227	2	88	efficiency	efficiency	NOUN
ajeer-227	2	89	to	to	ADP
ajeer-227	2	90	yields	yield	NOUN
ajeer-227	2	91	best	good	ADJ
ajeer-227	2	92	quality	quality	NOUN
ajeer-227	2	93	healthcare	healthcare	NOUN
ajeer-227	2	94	services	service	NOUN
ajeer-227	2	95	and	and	CCONJ
ajeer-227	2	96	more	more	ADJ
ajeer-227	2	97	savings	saving	NOUN
ajeer-227	2	98	.	.	PUNCT
ajeer-227	3	1	to	to	PART
ajeer-227	3	2	measure	measure	VERB
ajeer-227	3	3	the	the	DET
ajeer-227	3	4	capacity	capacity	NOUN
ajeer-227	3	5	utilization	utilization	NOUN
ajeer-227	3	6	of	of	ADP
ajeer-227	3	7	medical	medical	ADJ
ajeer-227	3	8	collages	collage	NOUN
ajeer-227	3	9	/	/	SYM
ajeer-227	3	10	attached	attach	VERB
ajeer-227	3	11	teaching	teaching	NOUN
ajeer-227	3	12	hospitals	hospital	NOUN
ajeer-227	3	13	in	in	ADP
ajeer-227	3	14	punjab	punjab	PROPN
ajeer-227	3	15	,	,	PUNCT
ajeer-227	3	16	the	the	DET
ajeer-227	3	17	study	study	NOUN
ajeer-227	3	18	incorporated	incorporate	VERB
ajeer-227	3	19	the	the	DET
ajeer-227	3	20	data	datum	NOUN
ajeer-227	3	21	envelopment	envelopment	ADJ
ajeer-227	3	22	analysis	analysis	NOUN
ajeer-227	3	23	(	(	PUNCT
ajeer-227	3	24	dea	dea	NOUN
ajeer-227	3	25	)	)	PUNCT
ajeer-227	3	26	.	.	PUNCT
ajeer-227	4	1	this	this	PRON
ajeer-227	4	2	is	be	AUX
ajeer-227	4	3	a	a	DET
ajeer-227	4	4	cross	cross	ADJ
ajeer-227	4	5	sectional	sectional	ADJ
ajeer-227	4	6	study	study	NOUN
ajeer-227	4	7	for	for	ADP
ajeer-227	4	8	the	the	DET
ajeer-227	4	9	academic	academic	ADJ
ajeer-227	4	10	year	year	NOUN
ajeer-227	4	11	2015	2015	NUM
ajeer-227	4	12	,	,	PUNCT
ajeer-227	4	13	by	by	ADP
ajeer-227	4	14	using	use	VERB
ajeer-227	4	15	the	the	DET
ajeer-227	4	16	primary	primary	ADJ
ajeer-227	4	17	data	datum	NOUN
ajeer-227	4	18	collected	collect	VERB
ajeer-227	4	19	by	by	ADP
ajeer-227	4	20	“	"	PUNCT
ajeer-227	4	21	punjab	punjab	ADJ
ajeer-227	4	22	economic	economic	PROPN
ajeer-227	4	23	research	research	PROPN
ajeer-227	4	24	institute	institute	PROPN
ajeer-227	4	25	(	(	PUNCT
ajeer-227	4	26	peri	peri	PROPN
ajeer-227	4	27	)	)	PUNCT
ajeer-227	4	28	“	"	PUNCT
ajeer-227	4	29	.	.	PUNCT
ajeer-227	5	1	the	the	DET
ajeer-227	5	2	main	main	ADJ
ajeer-227	5	3	objective	objective	NOUN
ajeer-227	5	4	to	to	PART
ajeer-227	5	5	address	address	VERB
ajeer-227	5	6	the	the	DET
ajeer-227	5	7	efficiency	efficiency	NOUN
ajeer-227	5	8	issue	issue	NOUN
ajeer-227	5	9	in	in	ADP
ajeer-227	5	10	this	this	DET
ajeer-227	5	11	study	study	NOUN
ajeer-227	5	12	is	be	AUX
ajeer-227	5	13	to	to	PART
ajeer-227	5	14	provide	provide	VERB
ajeer-227	5	15	empirical	empirical	ADJ
ajeer-227	5	16	evidence	evidence	NOUN
ajeer-227	5	17	for	for	ADP
ajeer-227	5	18	public	public	ADJ
ajeer-227	5	19	policy	policy	NOUN
ajeer-227	5	20	to	to	PART
ajeer-227	5	21	provide	provide	VERB
ajeer-227	5	22	for	for	ADP
ajeer-227	5	23	tertiary	tertiary	ADJ
ajeer-227	5	24	health	health	NOUN
ajeer-227	5	25	care	care	NOUN
ajeer-227	5	26	facilities	facility	NOUN
ajeer-227	5	27	.	.	PUNCT
ajeer-227	6	1	the	the	DET
ajeer-227	6	2	results	result	NOUN
ajeer-227	6	3	showed	show	VERB
ajeer-227	6	4	that	that	SCONJ
ajeer-227	6	5	78	78	NUM
ajeer-227	6	6	%	%	NOUN
ajeer-227	6	7	medical	medical	ADJ
ajeer-227	6	8	colleges	college	NOUN
ajeer-227	6	9	in	in	ADP
ajeer-227	6	10	a	a	DET
ajeer-227	6	11	sample	sample	NOUN
ajeer-227	6	12	data	datum	NOUN
ajeer-227	6	13	are	be	AUX
ajeer-227	6	14	unity	unity	NOUN
ajeer-227	6	15	,	,	PUNCT
ajeer-227	6	16	indicating	indicate	VERB
ajeer-227	6	17	that	that	SCONJ
ajeer-227	6	18	they	they	PRON
ajeer-227	6	19	are	be	AUX
ajeer-227	6	20	perfectly	perfectly	ADV
ajeer-227	6	21	utilizing	utilize	VERB
ajeer-227	6	22	their	their	PRON
ajeer-227	6	23	resources	resource	NOUN
ajeer-227	6	24	while	while	SCONJ
ajeer-227	6	25	the	the	DET
ajeer-227	6	26	remaining	remain	VERB
ajeer-227	6	27	22	22	NUM
ajeer-227	6	28	%	%	NOUN
ajeer-227	6	29	have	have	VERB
ajeer-227	6	30	more	more	ADV
ajeer-227	6	31	close	close	ADJ
ajeer-227	6	32	to	to	ADP
ajeer-227	6	33	unity	unity	NOUN
ajeer-227	6	34	,	,	PUNCT
ajeer-227	6	35	showing	show	VERB
ajeer-227	6	36	that	that	SCONJ
ajeer-227	6	37	they	they	PRON
ajeer-227	6	38	have	have	VERB
ajeer-227	6	39	only	only	ADV
ajeer-227	6	40	small	small	ADJ
ajeer-227	6	41	capacity	capacity	NOUN
ajeer-227	6	42	to	to	PART
ajeer-227	6	43	increase	increase	VERB
ajeer-227	6	44	their	their	PRON
ajeer-227	6	45	output	output	NOUN
ajeer-227	6	46	within	within	ADP
ajeer-227	6	47	available	available	ADJ
ajeer-227	6	48	resources	resource	NOUN
ajeer-227	6	49	.	.	PUNCT
ajeer-227	7	1	in	in	ADP
ajeer-227	7	2	case	case	NOUN
ajeer-227	7	3	of	of	ADP
ajeer-227	7	4	teaching	teaching	NOUN
ajeer-227	7	5	hospitals	hospital	NOUN
ajeer-227	7	6	,	,	PUNCT
ajeer-227	7	7	there	there	PRON
ajeer-227	7	8	are	be	VERB
ajeer-227	7	9	56	56	NUM
ajeer-227	7	10	%	%	NOUN
ajeer-227	7	11	hospitals	hospital	NOUN
ajeer-227	7	12	in	in	ADP
ajeer-227	7	13	punjab	punjab	PROPN
ajeer-227	7	14	,	,	PUNCT
ajeer-227	7	15	which	which	PRON
ajeer-227	7	16	are	be	AUX
ajeer-227	7	17	not	not	PART
ajeer-227	7	18	operating	operate	VERB
ajeer-227	7	19	at	at	ADP
ajeer-227	7	20	their	their	PRON
ajeer-227	7	21	maximum	maximum	ADJ
ajeer-227	7	22	level	level	NOUN
ajeer-227	7	23	of	of	ADP
ajeer-227	7	24	output	output	NOUN
ajeer-227	7	25	indicating	indicate	VERB
ajeer-227	7	26	that	that	SCONJ
ajeer-227	7	27	they	they	PRON
ajeer-227	7	28	have	have	VERB
ajeer-227	7	29	the	the	DET
ajeer-227	7	30	capacity	capacity	NOUN
ajeer-227	7	31	to	to	PART
ajeer-227	7	32	provide	provide	VERB
ajeer-227	7	33	more	more	ADJ
ajeer-227	7	34	services	service	NOUN
ajeer-227	7	35	.	.	PUNCT
ajeer-227	8	1	while	while	SCONJ
ajeer-227	8	2	44	44	NUM
ajeer-227	8	3	%	%	NOUN
ajeer-227	8	4	are	be	AUX
ajeer-227	8	5	using	use	VERB
ajeer-227	8	6	their	their	PRON
ajeer-227	8	7	resources	resource	NOUN
ajeer-227	8	8	efficiently	efficiently	ADV
ajeer-227	8	9	.	.	PUNCT
ajeer-227	9	1	the	the	DET
ajeer-227	9	2	higher	high	ADJ
ajeer-227	9	3	efficiency	efficiency	NOUN
ajeer-227	9	4	score	score	NOUN
ajeer-227	9	5	of	of	ADP
ajeer-227	9	6	medical	medical	ADJ
ajeer-227	9	7	colleges	college	NOUN
ajeer-227	9	8	/	/	SYM
ajeer-227	9	9	teaching	teaching	NOUN
ajeer-227	9	10	hospital	hospital	NOUN
ajeer-227	9	11	in	in	ADP
ajeer-227	9	12	provincial	provincial	ADJ
ajeer-227	9	13	capital	capital	NOUN
ajeer-227	9	14	reflected	reflect	VERB
ajeer-227	9	15	the	the	DET
ajeer-227	9	16	fact	fact	NOUN
ajeer-227	9	17	that	that	SCONJ
ajeer-227	9	18	decision	decision	NOUN
ajeer-227	9	19	making	make	VERB
ajeer-227	9	20	units	unit	NOUN
ajeer-227	9	21	(	(	PUNCT
ajeer-227	9	22	dmus	dmus	PROPN
ajeer-227	9	23	)	)	PUNCT
ajeer-227	9	24	in	in	ADP
ajeer-227	9	25	lahore	lahore	NOUN
ajeer-227	9	26	are	be	AUX
ajeer-227	9	27	relatively	relatively	ADV
ajeer-227	9	28	more	more	ADV
ajeer-227	9	29	efficient	efficient	ADJ
ajeer-227	9	30	in	in	ADP
ajeer-227	9	31	the	the	DET
ajeer-227	9	32	management	management	NOUN
ajeer-227	9	33	of	of	ADP
ajeer-227	9	34	resources	resource	NOUN
ajeer-227	9	35	.	.	PUNCT
ajeer-227	10	1	in	in	ADP
ajeer-227	10	2	the	the	DET
ajeer-227	10	3	second	second	ADJ
ajeer-227	10	4	stage	stage	NOUN
ajeer-227	10	5	,	,	PUNCT
ajeer-227	10	6	by	by	ADP
ajeer-227	10	7	using	use	VERB
ajeer-227	10	8	a	a	DET
ajeer-227	10	9	tobit	tobit	NOUN
ajeer-227	10	10	regression	regression	NOUN
ajeer-227	10	11	,	,	PUNCT
ajeer-227	10	12	the	the	DET
ajeer-227	10	13	inefficacies	inefficacy	NOUN
ajeer-227	10	14	are	be	AUX
ajeer-227	10	15	regressed	regress	VERB
ajeer-227	10	16	against	against	ADP
ajeer-227	10	17	various	various	ADJ
ajeer-227	10	18	indicators	indicator	NOUN
ajeer-227	10	19	of	of	ADP
ajeer-227	10	20	inputs	input	NOUN
ajeer-227	10	21	and	and	CCONJ
ajeer-227	10	22	outputs	output	NOUN
ajeer-227	10	23	.	.	PUNCT
ajeer-227	11	1	finally	finally	ADV
ajeer-227	11	2	,	,	PUNCT
ajeer-227	11	3	the	the	DET
ajeer-227	11	4	finding	finding	NOUN
ajeer-227	11	5	of	of	ADP
ajeer-227	11	6	this	this	DET
ajeer-227	11	7	study	study	NOUN
ajeer-227	11	8	suggests	suggest	VERB
ajeer-227	11	9	some	some	DET
ajeer-227	11	10	policy	policy	NOUN
ajeer-227	11	11	recommendation	recommendation	NOUN
ajeer-227	11	12	to	to	PART
ajeer-227	11	13	make	make	VERB
ajeer-227	11	14	the	the	DET
ajeer-227	11	15	medical	medical	ADJ
ajeer-227	11	16	colleges	college	NOUN
ajeer-227	11	17	/	/	SYM
ajeer-227	11	18	teaching	teaching	NOUN
ajeer-227	11	19	hospitals	hospital	NOUN
ajeer-227	11	20	more	more	ADJ
ajeer-227	11	21	resource	resource	NOUN
ajeer-227	11	22	effective	effective	ADJ
ajeer-227	11	23	in	in	ADP
ajeer-227	11	24	order	order	NOUN
ajeer-227	11	25	to	to	PART
ajeer-227	11	26	accelerate	accelerate	VERB
ajeer-227	11	27	the	the	DET
ajeer-227	11	28	highest	high	ADJ
ajeer-227	11	29	efficiency	efficiency	NOUN
ajeer-227	11	30	scores	score	NOUN
ajeer-227	11	31	.	.	PUNCT
ajeer-227	12	1	keywords	keyword	NOUN
ajeer-227	12	2	:	:	PUNCT
ajeer-227	12	3	data	datum	NOUN
ajeer-227	12	4	development	development	NOUN
ajeer-227	12	5	analysis	analysis	NOUN
ajeer-227	12	6	,	,	PUNCT
ajeer-227	12	7	medical	medical	ADJ
ajeer-227	12	8	colleges	college	NOUN
ajeer-227	12	9	efficiency	efficiency	NOUN
ajeer-227	12	10	,	,	PUNCT
ajeer-227	12	11	hospitals	hospital	NOUN
ajeer-227	12	12	efficiency	efficiency	NOUN
ajeer-227	12	13	,	,	PUNCT
ajeer-227	12	14	tobit	tobit	NOUN
ajeer-227	12	15	regression	regression	NOUN
ajeer-227	12	16	.	.	PUNCT
ajeer-227	13	1	contents	content	NOUN
ajeer-227	13	2	1	1	NUM
ajeer-227	13	3	.	.	PUNCT
ajeer-227	14	1	introduction	introduction	NOUN
ajeer-227	14	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
ajeer-227	15	1	15	15	NUM
ajeer-227	15	2	2	2	NUM
ajeer-227	15	3	.	.	PUNCT
ajeer-227	15	4	public	public	ADJ
ajeer-227	15	5	health	health	NOUN
ajeer-227	15	6	sector	sector	NOUN
ajeer-227	15	7	in	in	ADP
ajeer-227	15	8	punjab	punjab	PROPN
ajeer-227	15	9	.....................................................................................................................................................	.....................................................................................................................................................	PROPN
ajeer-227	16	1	15	15	NUM
ajeer-227	16	2	3	3	X
ajeer-227	16	3	.	.	PUNCT
ajeer-227	16	4	private	private	ADJ
ajeer-227	16	5	and	and	CCONJ
ajeer-227	16	6	public	public	ADJ
ajeer-227	16	7	-	-	PUNCT
ajeer-227	16	8	sector	sector	NOUN
ajeer-227	16	9	tertiary	tertiary	ADJ
ajeer-227	16	10	care	care	NOUN
ajeer-227	16	11	hospitals	hospital	NOUN
ajeer-227	16	12	in	in	ADP
ajeer-227	16	13	punjab	punjab	PROPN
ajeer-227	16	14	...............................................................................................	...............................................................................................	PUNCT
ajeer-227	16	15	17	17	NUM
ajeer-227	16	16	4	4	NUM
ajeer-227	16	17	.	.	PUNCT
ajeer-227	16	18	objective	objective	NOUN
ajeer-227	16	19	of	of	ADP
ajeer-227	16	20	the	the	DET
ajeer-227	16	21	study	study	NOUN
ajeer-227	16	22	....................................................................................................................................................................	....................................................................................................................................................................	PUNCT
ajeer-227	17	1	17	17	NUM
ajeer-227	17	2	5	5	NUM
ajeer-227	17	3	.	.	PUNCT
ajeer-227	17	4	significance	significance	NOUN
ajeer-227	17	5	of	of	ADP
ajeer-227	17	6	the	the	DET
ajeer-227	17	7	study	study	NOUN
ajeer-227	17	8	................................................................................................................................................................	................................................................................................................................................................	PUNCT
ajeer-227	18	1	17	17	NUM
ajeer-227	18	2	6	6	NUM
ajeer-227	18	3	.	.	PUNCT
ajeer-227	18	4	organization	organization	NOUN
ajeer-227	18	5	of	of	ADP
ajeer-227	18	6	the	the	DET
ajeer-227	18	7	study	study	NOUN
ajeer-227	18	8	..............................................................................................................................................................	..............................................................................................................................................................	PUNCT
ajeer-227	19	1	18	18	NUM
ajeer-227	19	2	7	7	NUM
ajeer-227	19	3	.	.	PUNCT
ajeer-227	19	4	theoretical	theoretical	ADJ
ajeer-227	19	5	framework	framework	NOUN
ajeer-227	19	6	of	of	ADP
ajeer-227	19	7	dea	dea	PROPN
ajeer-227	19	8	...................................................................................................................................................	...................................................................................................................................................	PROPN
ajeer-227	19	9	18	18	NUM
ajeer-227	19	10	8	8	NUM
ajeer-227	19	11	.	.	PUNCT
ajeer-227	19	12	mathematical	mathematical	ADJ
ajeer-227	19	13	frame	frame	NOUN
ajeer-227	19	14	work	work	NOUN
ajeer-227	19	15	of	of	ADP
ajeer-227	19	16	dea	dea	PROPN
ajeer-227	19	17	.............................................................................................................................................	.............................................................................................................................................	PUNCT
ajeer-227	19	18	18	18	NUM
ajeer-227	19	19	9	9	NUM
ajeer-227	19	20	.	.	PUNCT
ajeer-227	19	21	constant	constant	ADJ
ajeer-227	19	22	return	return	NOUN
ajeer-227	19	23	to	to	PART
ajeer-227	19	24	scale	scale	VERB
ajeer-227	19	25	and	and	CCONJ
ajeer-227	19	26	variable	variable	ADJ
ajeer-227	19	27	return	return	NOUN
ajeer-227	19	28	to	to	PART
ajeer-227	19	29	scale	scale	VERB
ajeer-227	19	30	..........................................................................................................	..........................................................................................................	PUNCT
ajeer-227	19	31	19	19	NUM
ajeer-227	19	32	10	10	NUM
ajeer-227	19	33	.	.	PUNCT
ajeer-227	20	1	data	datum	NOUN
ajeer-227	20	2	and	and	CCONJ
ajeer-227	20	3	variable	variable	ADJ
ajeer-227	20	4	selection	selection	NOUN
ajeer-227	20	5	........................................................................................................................................................	........................................................................................................................................................	PROPN
ajeer-227	20	6	19	19	NUM
ajeer-227	20	7	11	11	NUM
ajeer-227	20	8	.	.	PUNCT
ajeer-227	21	1	variable	variable	NOUN
ajeer-227	21	2	and	and	CCONJ
ajeer-227	21	3	its	its	PRON
ajeer-227	21	4	description	description	NOUN
ajeer-227	21	5	.......................................................................................................................................................	.......................................................................................................................................................	PUNCT
ajeer-227	22	1	19	19	NUM
ajeer-227	22	2	12	12	NUM
ajeer-227	22	3	.	.	PUNCT
ajeer-227	23	1	descriptive	descriptive	ADJ
ajeer-227	23	2	analysis	analysis	NOUN
ajeer-227	23	3	of	of	ADP
ajeer-227	23	4	inputs	input	NOUN
ajeer-227	23	5	and	and	CCONJ
ajeer-227	23	6	output	output	NOUN
ajeer-227	23	7	variables	variable	NOUN
ajeer-227	23	8	of	of	ADP
ajeer-227	23	9	medical	medical	ADJ
ajeer-227	23	10	colleges	college	NOUN
ajeer-227	23	11	/	/	SYM
ajeer-227	23	12	universities	university	NOUN
ajeer-227	23	13	..............................................	..............................................	PUNCT
ajeer-227	24	1	20	20	NUM
ajeer-227	24	2	13	13	NUM
ajeer-227	24	3	.	.	PUNCT
ajeer-227	25	1	the	the	DET
ajeer-227	25	2	efficiency	efficiency	NOUN
ajeer-227	25	3	and	and	CCONJ
ajeer-227	25	4	productivity	productivity	NOUN
ajeer-227	25	5	estimates	estimate	NOUN
ajeer-227	25	6	of	of	ADP
ajeer-227	25	7	medical	medical	ADJ
ajeer-227	25	8	colleges	college	NOUN
ajeer-227	25	9	........................................................................................	........................................................................................	PUNCT
ajeer-227	25	10	20	20	NUM
ajeer-227	25	11	14	14	NUM
ajeer-227	25	12	.	.	PUNCT
ajeer-227	26	1	pearson	pearson	PROPN
ajeer-227	26	2	correlation	correlation	NOUN
ajeer-227	26	3	of	of	ADP
ajeer-227	26	4	inputs	input	NOUN
ajeer-227	26	5	indicators	indicator	NOUN
ajeer-227	26	6	and	and	CCONJ
ajeer-227	26	7	efficiency	efficiency	NOUN
ajeer-227	26	8	scores	score	NOUN
ajeer-227	26	9	.........................................................................................	.........................................................................................	PUNCT
ajeer-227	27	1	22	22	NUM
ajeer-227	27	2	15	15	NUM
ajeer-227	27	3	.	.	PUNCT
ajeer-227	27	4	econometric	econometric	ADJ
ajeer-227	27	5	analysis	analysis	NOUN
ajeer-227	27	6	of	of	ADP
ajeer-227	27	7	the	the	DET
ajeer-227	27	8	efficiency	efficiency	NOUN
ajeer-227	27	9	scores	score	NOUN
ajeer-227	27	10	and	and	CCONJ
ajeer-227	27	11	its	its	PRON
ajeer-227	27	12	determinants	determinant	NOUN
ajeer-227	27	13	...............................................................................	...............................................................................	PUNCT
ajeer-227	28	1	22	22	NUM
ajeer-227	28	2	16	16	NUM
ajeer-227	28	3	.	.	PUNCT
ajeer-227	29	1	results	result	NOUN
ajeer-227	29	2	of	of	ADP
ajeer-227	29	3	tobit	tobit	NOUN
ajeer-227	29	4	regression	regression	NOUN
ajeer-227	29	5	........................................................................................................................................................	........................................................................................................................................................	PROPN
ajeer-227	29	6	22	22	NUM
ajeer-227	29	7	17	17	NUM
ajeer-227	29	8	.	.	PUNCT
ajeer-227	30	1	data	datum	NOUN
ajeer-227	30	2	and	and	CCONJ
ajeer-227	30	3	variable	variable	ADJ
ajeer-227	30	4	selection	selection	NOUN
ajeer-227	30	5	for	for	ADP
ajeer-227	30	6	teaching	teaching	NOUN
ajeer-227	30	7	hospitals	hospital	NOUN
ajeer-227	30	8	in	in	ADP
ajeer-227	30	9	punjab	punjab	PROPN
ajeer-227	30	10	..........................................................................................	..........................................................................................	PUNCT
ajeer-227	31	1	23	23	NUM
ajeer-227	31	2	18	18	NUM
ajeer-227	31	3	.	.	PUNCT
ajeer-227	32	1	descriptive	descriptive	ADJ
ajeer-227	32	2	analysis	analysis	NOUN
ajeer-227	32	3	of	of	ADP
ajeer-227	32	4	inputs	input	NOUN
ajeer-227	32	5	and	and	CCONJ
ajeer-227	32	6	output	output	NOUN
ajeer-227	32	7	variables	variable	NOUN
ajeer-227	32	8	of	of	ADP
ajeer-227	32	9	attached	attached	ADJ
ajeer-227	32	10	teaching	teaching	NOUN
ajeer-227	32	11	hospitals	hospital	NOUN
ajeer-227	32	12	.................................................	.................................................	PUNCT
ajeer-227	33	1	23	23	NUM
ajeer-227	33	2	19	19	NUM
ajeer-227	33	3	.	.	PUNCT
ajeer-227	34	1	the	the	DET
ajeer-227	34	2	efficiency	efficiency	NOUN
ajeer-227	34	3	and	and	CCONJ
ajeer-227	34	4	productivity	productivity	NOUN
ajeer-227	34	5	estimates	estimate	NOUN
ajeer-227	34	6	of	of	ADP
ajeer-227	34	7	teaching	teach	VERB
ajeer-227	34	8	hospitals	hospital	NOUN
ajeer-227	34	9	by	by	ADP
ajeer-227	34	10	using	use	VERB
ajeer-227	34	11	output	output	NOUN
ajeer-227	34	12	oriented	orient	VERB
ajeer-227	34	13	dea	dea	NOUN
ajeer-227	34	14	.........................	.........................	PUNCT
ajeer-227	34	15	24	24	NUM
ajeer-227	34	16	20	20	NUM
ajeer-227	34	17	.	.	PUNCT
ajeer-227	35	1	policy	policy	NOUN
ajeer-227	35	2	recommendation	recommendation	NOUN
ajeer-227	35	3	..............................................................................................................................................................	..............................................................................................................................................................	PUNCT
ajeer-227	36	1	24	24	NUM
ajeer-227	36	2	references	reference	NOUN
ajeer-227	36	3	..............................................................................................................................................................................................	..............................................................................................................................................................................................	PUNCT
ajeer-227	37	1	24	24	NUM
ajeer-227	37	2	https://orcid.org/orcid-search/quick-search?searchquery=asima	https://orcid.org/orcid-search/quick-search?searchquery=asima	NOUN
ajeer-227	37	3	ihsan	ihsan	ADJ
ajeer-227	37	4	asian	asian	PROPN
ajeer-227	37	5	journal	journal	PROPN
ajeer-227	37	6	of	of	ADP
ajeer-227	37	7	economics	economic	NOUN
ajeer-227	37	8	and	and	CCONJ
ajeer-227	37	9	empirical	empirical	ADJ
ajeer-227	37	10	research	research	NOUN
ajeer-227	37	11	,	,	PUNCT
ajeer-227	37	12	2017	2017	NUM
ajeer-227	37	13	,	,	PUNCT
ajeer-227	37	14	4(1	4(1	NOUN
ajeer-227	37	15	):	):	PUNCT
ajeer-227	37	16	14	14	NUM
ajeer-227	37	17	-	-	SYM
ajeer-227	37	18	24	24	NUM
ajeer-227	37	19	15	15	NUM
ajeer-227	37	20	citation	citation	NOUN
ajeer-227	38	1	|	|	ADV
ajeer-227	38	2	asima	asima	PROPN
ajeer-227	38	3	ihsan	ihsan	PROPN
ajeer-227	38	4	(	(	PUNCT
ajeer-227	38	5	2017	2017	NUM
ajeer-227	38	6	)	)	PUNCT
ajeer-227	38	7	.	.	PUNCT
ajeer-227	39	1	measuring	measure	VERB
ajeer-227	39	2	the	the	DET
ajeer-227	39	3	efficiency	efficiency	NOUN
ajeer-227	39	4	of	of	ADP
ajeer-227	39	5	tertiary	tertiary	ADJ
ajeer-227	39	6	care	care	NOUN
ajeer-227	39	7	hospitals	hospital	NOUN
ajeer-227	39	8	and	and	CCONJ
ajeer-227	39	9	medical	medical	ADJ
ajeer-227	39	10	colleges	college	NOUN
ajeer-227	39	11	in	in	ADP
ajeer-227	39	12	punjab	punjab	PROPN
ajeer-227	39	13	,	,	PUNCT
ajeer-227	39	14	an	an	DET
ajeer-227	39	15	application	application	NOUN
ajeer-227	39	16	of	of	ADP
ajeer-227	39	17	nonparametric	nonparametric	NOUN
ajeer-227	39	18	approach	approach	NOUN
ajeer-227	39	19	dea	dea	PROPN
ajeer-227	39	20	.	.	PUNCT
ajeer-227	39	21	asian	asian	PROPN
ajeer-227	39	22	journal	journal	PROPN
ajeer-227	39	23	of	of	ADP
ajeer-227	39	24	economics	economic	NOUN
ajeer-227	39	25	and	and	CCONJ
ajeer-227	39	26	empirical	empirical	ADJ
ajeer-227	39	27	research	research	NOUN
ajeer-227	39	28	,	,	PUNCT
ajeer-227	39	29	4(1	4(1	NOUN
ajeer-227	39	30	):	):	PUNCT
ajeer-227	39	31	14	14	NUM
ajeer-227	39	32	-	-	SYM
ajeer-227	39	33	24	24	NUM
ajeer-227	39	34	.	.	PUNCT
ajeer-227	39	35	history	history	NOUN
ajeer-227	39	36	:	:	PUNCT
ajeer-227	39	37	received	receive	VERB
ajeer-227	39	38	:	:	PUNCT
ajeer-227	39	39	21	21	NUM
ajeer-227	39	40	march	march	NOUN
ajeer-227	39	41	2017	2017	NUM
ajeer-227	39	42	revised	revise	VERB
ajeer-227	39	43	:	:	PUNCT
ajeer-227	39	44	7	7	NUM
ajeer-227	39	45	july	july	PROPN
ajeer-227	39	46	2017	2017	NUM
ajeer-227	39	47	accepted	accept	VERB
ajeer-227	39	48	:	:	PUNCT
ajeer-227	39	49	13	13	NUM
ajeer-227	39	50	july	july	PROPN
ajeer-227	39	51	2017	2017	NUM
ajeer-227	39	52	published	publish	VERB
ajeer-227	39	53	:	:	PUNCT
ajeer-227	39	54	26	26	NUM
ajeer-227	39	55	july	july	PROPN
ajeer-227	39	56	2017	2017	NUM
ajeer-227	39	57	licensed	license	VERB
ajeer-227	39	58	:	:	PUNCT
ajeer-227	39	59	this	this	DET
ajeer-227	39	60	work	work	NOUN
ajeer-227	39	61	is	be	AUX
ajeer-227	39	62	licensed	license	VERB
ajeer-227	39	63	under	under	ADP
ajeer-227	39	64	a	a	DET
ajeer-227	39	65	creative	creative	ADJ
ajeer-227	39	66	commons	common	NOUN
ajeer-227	39	67	attribution	attribution	NOUN
ajeer-227	39	68	3.0	3.0	NUM
ajeer-227	39	69	license	license	NOUN
ajeer-227	39	70	publisher	publisher	NOUN
ajeer-227	39	71	:	:	PUNCT
ajeer-227	39	72	asian	asian	ADJ
ajeer-227	39	73	online	online	PROPN
ajeer-227	39	74	journal	journal	PROPN
ajeer-227	39	75	publishing	publishing	PROPN
ajeer-227	39	76	group	group	PROPN
ajeer-227	39	77	funding	funding	NOUN
ajeer-227	39	78	:	:	PUNCT
ajeer-227	39	79	this	this	DET
ajeer-227	39	80	study	study	NOUN
ajeer-227	39	81	received	receive	VERB
ajeer-227	39	82	no	no	DET
ajeer-227	39	83	specific	specific	ADJ
ajeer-227	39	84	financial	financial	ADJ
ajeer-227	39	85	support	support	NOUN
ajeer-227	39	86	.	.	PUNCT
ajeer-227	40	1	competing	compete	VERB
ajeer-227	40	2	interests	interest	NOUN
ajeer-227	40	3	:	:	PUNCT
ajeer-227	40	4	the	the	DET
ajeer-227	40	5	author	author	NOUN
ajeer-227	40	6	declares	declare	VERB
ajeer-227	40	7	that	that	SCONJ
ajeer-227	40	8	there	there	PRON
ajeer-227	40	9	are	be	VERB
ajeer-227	40	10	no	no	DET
ajeer-227	40	11	conflicts	conflict	NOUN
ajeer-227	40	12	of	of	ADP
ajeer-227	40	13	interests	interest	NOUN
ajeer-227	40	14	regarding	regard	VERB
ajeer-227	40	15	the	the	DET
ajeer-227	40	16	publication	publication	NOUN
ajeer-227	40	17	of	of	ADP
ajeer-227	40	18	this	this	DET
ajeer-227	40	19	paper	paper	NOUN
ajeer-227	40	20	.	.	PUNCT
ajeer-227	41	1	transparency	transparency	NOUN
ajeer-227	41	2	:	:	PUNCT
ajeer-227	41	3	the	the	DET
ajeer-227	41	4	author	author	NOUN
ajeer-227	41	5	confirms	confirm	VERB
ajeer-227	41	6	that	that	SCONJ
ajeer-227	41	7	the	the	DET
ajeer-227	41	8	manuscript	manuscript	NOUN
ajeer-227	41	9	is	be	AUX
ajeer-227	41	10	an	an	DET
ajeer-227	41	11	honest	honest	ADJ
ajeer-227	41	12	,	,	PUNCT
ajeer-227	41	13	accurate	accurate	ADJ
ajeer-227	41	14	,	,	PUNCT
ajeer-227	41	15	and	and	CCONJ
ajeer-227	41	16	transparent	transparent	ADJ
ajeer-227	41	17	account	account	NOUN
ajeer-227	41	18	of	of	ADP
ajeer-227	41	19	the	the	DET
ajeer-227	41	20	study	study	NOUN
ajeer-227	41	21	was	be	AUX
ajeer-227	41	22	reported	report	VERB
ajeer-227	41	23	;	;	PUNCT
ajeer-227	41	24	that	that	SCONJ
ajeer-227	41	25	no	no	DET
ajeer-227	41	26	vital	vital	ADJ
ajeer-227	41	27	features	feature	NOUN
ajeer-227	41	28	of	of	ADP
ajeer-227	41	29	the	the	DET
ajeer-227	41	30	study	study	NOUN
ajeer-227	41	31	have	have	AUX
ajeer-227	41	32	been	be	AUX
ajeer-227	41	33	omitted	omit	VERB
ajeer-227	41	34	;	;	PUNCT
ajeer-227	41	35	and	and	CCONJ
ajeer-227	41	36	that	that	SCONJ
ajeer-227	41	37	any	any	DET
ajeer-227	41	38	discrepancies	discrepancy	NOUN
ajeer-227	41	39	from	from	ADP
ajeer-227	41	40	the	the	DET
ajeer-227	41	41	study	study	NOUN
ajeer-227	41	42	as	as	SCONJ
ajeer-227	41	43	planned	plan	VERB
ajeer-227	41	44	have	have	AUX
ajeer-227	41	45	been	be	AUX
ajeer-227	41	46	explained	explain	VERB
ajeer-227	41	47	.	.	PUNCT
ajeer-227	42	1	ethical	ethical	ADJ
ajeer-227	42	2	:	:	PUNCT
ajeer-227	42	3	this	this	DET
ajeer-227	42	4	study	study	NOUN
ajeer-227	42	5	follows	follow	VERB
ajeer-227	42	6	all	all	DET
ajeer-227	42	7	ethical	ethical	ADJ
ajeer-227	42	8	practices	practice	NOUN
ajeer-227	42	9	during	during	ADP
ajeer-227	42	10	writing	writing	NOUN
ajeer-227	42	11	.	.	PUNCT
ajeer-227	43	1	1	1	X
ajeer-227	43	2	.	.	X
ajeer-227	43	3	introduction	introduction	NOUN
ajeer-227	43	4	service	service	NOUN
ajeer-227	43	5	-	-	PUNCT
ajeer-227	43	6	oriented	orient	VERB
ajeer-227	43	7	commercial	commercial	ADJ
ajeer-227	43	8	world	world	NOUN
ajeer-227	43	9	is	be	AUX
ajeer-227	43	10	getting	get	VERB
ajeer-227	43	11	growing	grow	VERB
ajeer-227	43	12	apprehension	apprehension	NOUN
ajeer-227	43	13	in	in	ADP
ajeer-227	43	14	all	all	ADV
ajeer-227	43	15	over	over	ADP
ajeer-227	43	16	the	the	DET
ajeer-227	43	17	world	world	NOUN
ajeer-227	43	18	.	.	PUNCT
ajeer-227	44	1	consequently	consequently	ADV
ajeer-227	44	2	,	,	PUNCT
ajeer-227	44	3	the	the	DET
ajeer-227	44	4	researchers	researcher	NOUN
ajeer-227	44	5	are	be	AUX
ajeer-227	44	6	now	now	ADV
ajeer-227	44	7	more	more	ADV
ajeer-227	44	8	interested	interested	ADJ
ajeer-227	44	9	to	to	PART
ajeer-227	44	10	incorporate	incorporate	VERB
ajeer-227	44	11	the	the	DET
ajeer-227	44	12	efficiency	efficiency	NOUN
ajeer-227	44	13	analysis	analysis	NOUN
ajeer-227	44	14	in	in	ADP
ajeer-227	44	15	service	service	NOUN
ajeer-227	44	16	sector	sector	NOUN
ajeer-227	44	17	than	than	ADP
ajeer-227	44	18	to	to	ADP
ajeer-227	44	19	industrial	industrial	ADJ
ajeer-227	44	20	and	and	CCONJ
ajeer-227	44	21	production	production	NOUN
ajeer-227	44	22	sector	sector	NOUN
ajeer-227	44	23	e.g.	e.g.	ADV
ajeer-227	44	24	the	the	DET
ajeer-227	44	25	healthcare	healthcare	NOUN
ajeer-227	44	26	and	and	CCONJ
ajeer-227	44	27	education	education	NOUN
ajeer-227	44	28	institution	institution	NOUN
ajeer-227	44	29	.	.	PUNCT
ajeer-227	45	1	health	health	NOUN
ajeer-227	45	2	sector	sector	NOUN
ajeer-227	45	3	has	have	AUX
ajeer-227	45	4	been	be	AUX
ajeer-227	45	5	emerged	emerge	VERB
ajeer-227	45	6	as	as	ADP
ajeer-227	45	7	a	a	DET
ajeer-227	45	8	fastest	fast	ADJ
ajeer-227	45	9	growing	grow	VERB
ajeer-227	45	10	sector	sector	NOUN
ajeer-227	45	11	in	in	ADP
ajeer-227	45	12	the	the	DET
ajeer-227	45	13	global	global	ADJ
ajeer-227	45	14	world	world	NOUN
ajeer-227	45	15	during	during	ADP
ajeer-227	45	16	last	last	ADJ
ajeer-227	45	17	few	few	ADJ
ajeer-227	45	18	decades	decade	NOUN
ajeer-227	45	19	.	.	PUNCT
ajeer-227	46	1	the	the	DET
ajeer-227	46	2	health	health	NOUN
ajeer-227	46	3	care	care	NOUN
ajeer-227	46	4	providing	provide	VERB
ajeer-227	46	5	system	system	NOUN
ajeer-227	46	6	involves	involve	VERB
ajeer-227	46	7	high	high	ADJ
ajeer-227	46	8	costs	cost	NOUN
ajeer-227	46	9	,	,	PUNCT
ajeer-227	46	10	especially	especially	ADV
ajeer-227	46	11	in	in	ADP
ajeer-227	46	12	the	the	DET
ajeer-227	46	13	developing	develop	VERB
ajeer-227	46	14	areas	area	NOUN
ajeer-227	46	15	like	like	ADP
ajeer-227	46	16	punjab	punjab	NOUN
ajeer-227	46	17	because	because	SCONJ
ajeer-227	46	18	the	the	DET
ajeer-227	46	19	health	health	NOUN
ajeer-227	46	20	service	service	NOUN
ajeer-227	46	21	facilities	facility	NOUN
ajeer-227	46	22	in	in	ADP
ajeer-227	46	23	punjab	punjab	PROPN
ajeer-227	46	24	are	be	AUX
ajeer-227	46	25	very	very	ADV
ajeer-227	46	26	much	much	ADJ
ajeer-227	46	27	resource	resource	NOUN
ajeer-227	46	28	intensive	intensive	ADJ
ajeer-227	46	29	.	.	PUNCT
ajeer-227	47	1	so	so	ADV
ajeer-227	47	2	,	,	PUNCT
ajeer-227	47	3	the	the	DET
ajeer-227	47	4	efficient	efficient	ADJ
ajeer-227	47	5	utilization	utilization	NOUN
ajeer-227	47	6	of	of	ADP
ajeer-227	47	7	resources	resource	NOUN
ajeer-227	47	8	required	require	VERB
ajeer-227	47	9	that	that	SCONJ
ajeer-227	47	10	the	the	DET
ajeer-227	47	11	healthcare	healthcare	NOUN
ajeer-227	47	12	units	unit	NOUN
ajeer-227	47	13	operates	operate	VERB
ajeer-227	47	14	at	at	ADP
ajeer-227	47	15	their	their	PRON
ajeer-227	47	16	full	full	ADJ
ajeer-227	47	17	capacity	capacity	NOUN
ajeer-227	47	18	and	and	CCONJ
ajeer-227	47	19	increase	increase	VERB
ajeer-227	47	20	their	their	PRON
ajeer-227	47	21	efficiency	efficiency	NOUN
ajeer-227	47	22	to	to	ADP
ajeer-227	47	23	yields	yield	NOUN
ajeer-227	47	24	best	good	ADJ
ajeer-227	47	25	quality	quality	NOUN
ajeer-227	47	26	healthcare	healthcare	NOUN
ajeer-227	47	27	services	service	NOUN
ajeer-227	47	28	and	and	CCONJ
ajeer-227	47	29	more	more	ADJ
ajeer-227	47	30	savings	saving	NOUN
ajeer-227	47	31	.	.	PUNCT
ajeer-227	48	1	however	however	ADV
ajeer-227	48	2	,	,	PUNCT
ajeer-227	48	3	unlike	unlike	ADP
ajeer-227	48	4	other	other	ADJ
ajeer-227	48	5	types	type	NOUN
ajeer-227	48	6	of	of	ADP
ajeer-227	48	7	service	service	NOUN
ajeer-227	48	8	organizations	organization	NOUN
ajeer-227	48	9	,	,	PUNCT
ajeer-227	48	10	the	the	DET
ajeer-227	48	11	management	management	NOUN
ajeer-227	48	12	of	of	ADP
ajeer-227	48	13	health	health	NOUN
ajeer-227	48	14	sector	sector	NOUN
ajeer-227	48	15	in	in	ADP
ajeer-227	48	16	punjab	punjab	ADJ
ajeer-227	48	17	focus	focus	NOUN
ajeer-227	48	18	more	more	ADV
ajeer-227	48	19	on	on	ADP
ajeer-227	48	20	the	the	DET
ajeer-227	48	21	supply	supply	NOUN
ajeer-227	48	22	side	side	NOUN
ajeer-227	48	23	of	of	ADP
ajeer-227	48	24	clinical	clinical	ADJ
ajeer-227	48	25	,	,	PUNCT
ajeer-227	48	26	and	and	CCONJ
ajeer-227	48	27	non	non	ADJ
ajeer-227	48	28	-	-	ADJ
ajeer-227	48	29	clinical	clinical	ADJ
ajeer-227	48	30	healthcare	healthcare	NOUN
ajeer-227	48	31	physical	physical	ADJ
ajeer-227	48	32	infrastructure	infrastructure	NOUN
ajeer-227	48	33	such	such	ADJ
ajeer-227	48	34	as	as	ADP
ajeer-227	48	35	to	to	PART
ajeer-227	48	36	upgrade	upgrade	VERB
ajeer-227	48	37	the	the	DET
ajeer-227	48	38	infrastructure	infrastructure	NOUN
ajeer-227	48	39	,	,	PUNCT
ajeer-227	48	40	building	build	VERB
ajeer-227	48	41	up	up	ADP
ajeer-227	48	42	new	new	ADJ
ajeer-227	48	43	primary	primary	NOUN
ajeer-227	48	44	,	,	PUNCT
ajeer-227	48	45	secondary	secondary	ADJ
ajeer-227	48	46	and	and	CCONJ
ajeer-227	48	47	tertiary	tertiary	ADJ
ajeer-227	48	48	heath	heath	NOUN
ajeer-227	48	49	units	unit	NOUN
ajeer-227	48	50	but	but	CCONJ
ajeer-227	48	51	the	the	DET
ajeer-227	48	52	quality	quality	NOUN
ajeer-227	48	53	issues	issue	NOUN
ajeer-227	48	54	get	get	VERB
ajeer-227	48	55	less	less	ADJ
ajeer-227	48	56	consideration	consideration	NOUN
ajeer-227	48	57	by	by	ADP
ajeer-227	48	58	them	they	PRON
ajeer-227	48	59	.	.	PUNCT
ajeer-227	49	1	unfortunately	unfortunately	ADV
ajeer-227	49	2	,	,	PUNCT
ajeer-227	49	3	these	these	DET
ajeer-227	49	4	clinical	clinical	ADJ
ajeer-227	49	5	and	and	CCONJ
ajeer-227	49	6	non	non	ADJ
ajeer-227	49	7	-	-	ADJ
ajeer-227	49	8	clinical	clinical	ADJ
ajeer-227	49	9	considerations	consideration	NOUN
ajeer-227	49	10	are	be	AUX
ajeer-227	49	11	often	often	ADV
ajeer-227	49	12	found	find	VERB
ajeer-227	49	13	to	to	PART
ajeer-227	49	14	be	be	AUX
ajeer-227	49	15	simple	simple	ADJ
ajeer-227	49	16	medical	medical	ADJ
ajeer-227	49	17	error	error	NOUN
ajeer-227	49	18	when	when	SCONJ
ajeer-227	49	19	appraisal	appraisal	NOUN
ajeer-227	49	20	of	of	ADP
ajeer-227	49	21	the	the	DET
ajeer-227	49	22	decisions	decision	NOUN
ajeer-227	49	23	making	make	VERB
ajeer-227	49	24	is	be	AUX
ajeer-227	49	25	taken	take	VERB
ajeer-227	49	26	.	.	PUNCT
ajeer-227	50	1	the	the	DET
ajeer-227	50	2	basic	basic	ADJ
ajeer-227	50	3	reason	reason	NOUN
ajeer-227	50	4	is	be	AUX
ajeer-227	50	5	that	that	SCONJ
ajeer-227	50	6	the	the	DET
ajeer-227	50	7	policy	policy	NOUN
ajeer-227	50	8	makers	maker	NOUN
ajeer-227	50	9	often	often	ADV
ajeer-227	50	10	do	do	AUX
ajeer-227	50	11	not	not	PART
ajeer-227	50	12	come	come	VERB
ajeer-227	50	13	up	up	ADP
ajeer-227	50	14	with	with	ADP
ajeer-227	50	15	lessons	lesson	NOUN
ajeer-227	50	16	and	and	CCONJ
ajeer-227	50	17	insights	insight	NOUN
ajeer-227	50	18	on	on	ADP
ajeer-227	50	19	how	how	SCONJ
ajeer-227	50	20	to	to	PART
ajeer-227	50	21	deal	deal	VERB
ajeer-227	50	22	with	with	ADP
ajeer-227	50	23	the	the	DET
ajeer-227	50	24	basic	basic	ADJ
ajeer-227	50	25	requirement	requirement	NOUN
ajeer-227	50	26	through	through	ADP
ajeer-227	50	27	knowledge	knowledge	NOUN
ajeer-227	50	28	based	base	VERB
ajeer-227	50	29	real	real	ADJ
ajeer-227	50	30	and	and	CCONJ
ajeer-227	50	31	applied	apply	VERB
ajeer-227	50	32	studies	study	NOUN
ajeer-227	50	33	and	and	CCONJ
ajeer-227	50	34	practices	practice	NOUN
ajeer-227	50	35	,	,	PUNCT
ajeer-227	50	36	which	which	PRON
ajeer-227	50	37	is	be	AUX
ajeer-227	50	38	more	more	ADV
ajeer-227	50	39	relevant	relevant	ADJ
ajeer-227	50	40	,	,	PUNCT
ajeer-227	50	41	useful	useful	ADJ
ajeer-227	50	42	and	and	CCONJ
ajeer-227	50	43	sensitive	sensitive	ADJ
ajeer-227	50	44	to	to	ADP
ajeer-227	50	45	indigenous	indigenous	ADJ
ajeer-227	50	46	people	people	NOUN
ajeer-227	50	47	.	.	PUNCT
ajeer-227	51	1	these	these	DET
ajeer-227	51	2	inaccuracies	inaccuracy	NOUN
ajeer-227	51	3	in	in	ADP
ajeer-227	51	4	healthcare	healthcare	NOUN
ajeer-227	51	5	facilities	facility	NOUN
ajeer-227	51	6	can	can	AUX
ajeer-227	51	7	be	be	AUX
ajeer-227	51	8	magnificently	magnificently	ADV
ajeer-227	51	9	resolved	resolve	VERB
ajeer-227	51	10	if	if	SCONJ
ajeer-227	51	11	hospital	hospital	NOUN
ajeer-227	51	12	management	management	NOUN
ajeer-227	51	13	is	be	AUX
ajeer-227	51	14	aware	aware	ADJ
ajeer-227	51	15	of	of	ADP
ajeer-227	51	16	global	global	ADJ
ajeer-227	51	17	better	well	ADJ
ajeer-227	51	18	practices	practice	NOUN
ajeer-227	51	19	.	.	PUNCT
ajeer-227	52	1	these	these	DET
ajeer-227	52	2	types	type	NOUN
ajeer-227	52	3	of	of	ADP
ajeer-227	52	4	inefficiencies	inefficiency	NOUN
ajeer-227	52	5	by	by	ADP
ajeer-227	52	6	the	the	DET
ajeer-227	52	7	management	management	NOUN
ajeer-227	52	8	generates	generate	VERB
ajeer-227	52	9	the	the	DET
ajeer-227	52	10	requirement	requirement	NOUN
ajeer-227	52	11	for	for	ADP
ajeer-227	52	12	endorsing	endorse	VERB
ajeer-227	52	13	access	access	NOUN
ajeer-227	52	14	to	to	ADP
ajeer-227	52	15	high	high	ADJ
ajeer-227	52	16	-	-	PUNCT
ajeer-227	52	17	quality	quality	NOUN
ajeer-227	52	18	healthcare	healthcare	NOUN
ajeer-227	52	19	services	service	NOUN
ajeer-227	52	20	that	that	PRON
ajeer-227	52	21	is	be	AUX
ajeer-227	52	22	efficient	efficient	ADJ
ajeer-227	52	23	,	,	PUNCT
ajeer-227	52	24	effective	effective	ADJ
ajeer-227	52	25	,	,	PUNCT
ajeer-227	52	26	and	and	CCONJ
ajeer-227	52	27	equitable	equitable	VERB
ajeer-227	52	28	the	the	DET
ajeer-227	52	29	demand	demand	NOUN
ajeer-227	52	30	for	for	ADP
ajeer-227	52	31	operational	operational	ADJ
ajeer-227	52	32	research	research	NOUN
ajeer-227	52	33	in	in	ADP
ajeer-227	52	34	the	the	DET
ajeer-227	52	35	health	health	NOUN
ajeer-227	52	36	is	be	AUX
ajeer-227	52	37	needs	need	NOUN
ajeer-227	52	38	of	of	ADP
ajeer-227	52	39	time	time	NOUN
ajeer-227	52	40	and	and	CCONJ
ajeer-227	52	41	is	be	AUX
ajeer-227	52	42	rising	rise	VERB
ajeer-227	52	43	very	very	ADV
ajeer-227	52	44	fast	fast	ADV
ajeer-227	52	45	since	since	SCONJ
ajeer-227	52	46	last	last	ADJ
ajeer-227	52	47	few	few	ADJ
ajeer-227	52	48	decades	decade	NOUN
ajeer-227	52	49	.	.	PUNCT
ajeer-227	53	1	it	it	PRON
ajeer-227	53	2	is	be	AUX
ajeer-227	53	3	for	for	ADP
ajeer-227	53	4	this	this	DET
ajeer-227	53	5	reason	reason	NOUN
ajeer-227	53	6	the	the	DET
ajeer-227	53	7	hospitals	hospital	NOUN
ajeer-227	53	8	and	and	CCONJ
ajeer-227	53	9	medical	medical	ADJ
ajeer-227	53	10	colleges	college	NOUN
ajeer-227	53	11	efficiencies	efficiency	NOUN
ajeer-227	53	12	are	be	AUX
ajeer-227	53	13	regularly	regularly	ADV
ajeer-227	53	14	evaluated	evaluate	VERB
ajeer-227	53	15	in	in	ADP
ajeer-227	53	16	many	many	ADJ
ajeer-227	53	17	developed	developed	ADJ
ajeer-227	53	18	and	and	CCONJ
ajeer-227	53	19	developing	develop	VERB
ajeer-227	53	20	countries	country	NOUN
ajeer-227	53	21	in	in	ADP
ajeer-227	53	22	order	order	NOUN
ajeer-227	53	23	to	to	PART
ajeer-227	53	24	streamline	streamline	VERB
ajeer-227	53	25	the	the	DET
ajeer-227	53	26	health	health	NOUN
ajeer-227	53	27	activities	activity	NOUN
ajeer-227	53	28	and	and	CCONJ
ajeer-227	53	29	to	to	PART
ajeer-227	53	30	increase	increase	VERB
ajeer-227	53	31	control	control	NOUN
ajeer-227	53	32	over	over	ADP
ajeer-227	53	33	quantity	quantity	NOUN
ajeer-227	53	34	,	,	PUNCT
ajeer-227	53	35	quality	quality	NOUN
ajeer-227	53	36	and	and	CCONJ
ajeer-227	53	37	efficiency	efficiency	NOUN
ajeer-227	53	38	of	of	ADP
ajeer-227	53	39	resources	resource	NOUN
ajeer-227	53	40	.	.	PUNCT
ajeer-227	54	1	many	many	ADJ
ajeer-227	54	2	studies	study	NOUN
ajeer-227	54	3	have	have	AUX
ajeer-227	54	4	been	be	AUX
ajeer-227	54	5	conducted	conduct	VERB
ajeer-227	54	6	in	in	ADP
ajeer-227	54	7	this	this	DET
ajeer-227	54	8	perspective	perspective	NOUN
ajeer-227	54	9	but	but	CCONJ
ajeer-227	54	10	most	most	ADJ
ajeer-227	54	11	of	of	ADP
ajeer-227	54	12	the	the	DET
ajeer-227	54	13	researchers	researcher	NOUN
ajeer-227	54	14	consider	consider	VERB
ajeer-227	54	15	only	only	ADV
ajeer-227	54	16	operational	operational	ADJ
ajeer-227	54	17	attributes	attribute	NOUN
ajeer-227	54	18	;	;	PUNCT
ajeer-227	54	19	there	there	PRON
ajeer-227	54	20	are	be	VERB
ajeer-227	54	21	only	only	ADV
ajeer-227	54	22	few	few	ADJ
ajeer-227	54	23	studies	study	NOUN
ajeer-227	54	24	in	in	ADP
ajeer-227	54	25	literature	literature	NOUN
ajeer-227	54	26	which	which	PRON
ajeer-227	54	27	have	have	AUX
ajeer-227	54	28	also	also	ADV
ajeer-227	54	29	considered	consider	VERB
ajeer-227	54	30	the	the	DET
ajeer-227	54	31	qualitative	qualitative	ADJ
ajeer-227	54	32	indicator	indicator	NOUN
ajeer-227	54	33	such	such	ADJ
ajeer-227	54	34	as	as	ADP
ajeer-227	54	35	patient	patient	ADJ
ajeer-227	54	36	satisfaction	satisfaction	NOUN
ajeer-227	54	37	level	level	NOUN
ajeer-227	54	38	from	from	ADP
ajeer-227	54	39	health	health	NOUN
ajeer-227	54	40	service	service	NOUN
ajeer-227	54	41	,	,	PUNCT
ajeer-227	54	42	the	the	DET
ajeer-227	54	43	data	datum	NOUN
ajeer-227	54	44	on	on	ADP
ajeer-227	54	45	such	such	ADJ
ajeer-227	54	46	indicator	indicator	NOUN
ajeer-227	54	47	is	be	AUX
ajeer-227	54	48	obtained	obtain	VERB
ajeer-227	54	49	via	via	ADP
ajeer-227	54	50	patient	patient	ADJ
ajeer-227	54	51	satisfaction	satisfaction	NOUN
ajeer-227	54	52	surveys	survey	NOUN
ajeer-227	54	53	quality	quality	NOUN
ajeer-227	54	54	in	in	ADP
ajeer-227	54	55	healthcare	healthcare	NOUN
ajeer-227	54	56	services	service	NOUN
ajeer-227	54	57	but	but	CCONJ
ajeer-227	54	58	however	however	ADV
ajeer-227	54	59	,	,	PUNCT
ajeer-227	54	60	it	it	PRON
ajeer-227	54	61	is	be	AUX
ajeer-227	54	62	a	a	DET
ajeer-227	54	63	difficult	difficult	ADJ
ajeer-227	54	64	perspective	perspective	NOUN
ajeer-227	54	65	and	and	CCONJ
ajeer-227	54	66	not	not	PART
ajeer-227	54	67	easy	easy	ADJ
ajeer-227	54	68	job	job	NOUN
ajeer-227	54	69	to	to	PART
ajeer-227	54	70	quantify	quantify	VERB
ajeer-227	54	71	it	it	PRON
ajeer-227	54	72	.	.	PUNCT
ajeer-227	55	1	the	the	DET
ajeer-227	55	2	global	global	ADJ
ajeer-227	55	3	demand	demand	NOUN
ajeer-227	55	4	for	for	ADP
ajeer-227	55	5	operational	operational	ADJ
ajeer-227	55	6	research	research	NOUN
ajeer-227	55	7	in	in	ADP
ajeer-227	55	8	health	health	NOUN
ajeer-227	55	9	care	care	NOUN
ajeer-227	55	10	services	service	NOUN
ajeer-227	55	11	and	and	CCONJ
ajeer-227	55	12	succeeding	succeed	VERB
ajeer-227	55	13	action	action	NOUN
ajeer-227	55	14	produced	produce	VERB
ajeer-227	55	15	many	many	ADJ
ajeer-227	55	16	studies	study	NOUN
ajeer-227	55	17	over	over	ADP
ajeer-227	55	18	the	the	DET
ajeer-227	55	19	years	year	NOUN
ajeer-227	55	20	around	around	ADP
ajeer-227	55	21	the	the	DET
ajeer-227	55	22	world	world	NOUN
ajeer-227	55	23	,	,	PUNCT
ajeer-227	55	24	resulting	result	VERB
ajeer-227	55	25	in	in	ADP
ajeer-227	55	26	extensive	extensive	ADJ
ajeer-227	55	27	literature	literature	NOUN
ajeer-227	55	28	on	on	ADP
ajeer-227	55	29	healthcare	healthcare	PROPN
ajeer-227	55	30	services	service	NOUN
ajeer-227	55	31	efficiency	efficiency	NOUN
ajeer-227	55	32	measurement	measurement	NOUN
ajeer-227	55	33	.	.	PUNCT
ajeer-227	56	1	some	some	PRON
ajeer-227	56	2	of	of	ADP
ajeer-227	56	3	the	the	DET
ajeer-227	56	4	researchers	researcher	NOUN
ajeer-227	56	5	measure	measure	VERB
ajeer-227	56	6	quality	quality	NOUN
ajeer-227	56	7	and	and	CCONJ
ajeer-227	56	8	performance	performance	NOUN
ajeer-227	56	9	of	of	ADP
ajeer-227	56	10	the	the	DET
ajeer-227	56	11	hospitals	hospital	NOUN
ajeer-227	56	12	which	which	PRON
ajeer-227	56	13	incorporate	incorporate	VERB
ajeer-227	56	14	quality	quality	NOUN
ajeer-227	56	15	of	of	ADP
ajeer-227	56	16	health	health	NOUN
ajeer-227	56	17	care	care	NOUN
ajeer-227	56	18	service	service	NOUN
ajeer-227	56	19	and	and	CCONJ
ajeer-227	56	20	efficiency	efficiency	NOUN
ajeer-227	56	21	of	of	ADP
ajeer-227	56	22	the	the	DET
ajeer-227	56	23	practice	practice	NOUN
ajeer-227	56	24	.	.	PUNCT
ajeer-227	57	1	some	some	DET
ajeer-227	57	2	techniques	technique	NOUN
ajeer-227	57	3	used	use	VERB
ajeer-227	57	4	by	by	ADP
ajeer-227	57	5	researchers	researcher	NOUN
ajeer-227	57	6	’	'	PUNCT
ajeer-227	57	7	measures	measure	VERB
ajeer-227	57	8	a	a	DET
ajeer-227	57	9	mixture	mixture	NOUN
ajeer-227	57	10	of	of	ADP
ajeer-227	57	11	quality	quality	NOUN
ajeer-227	57	12	&	&	CCONJ
ajeer-227	57	13	quantity	quantity	NOUN
ajeer-227	57	14	attributes	attribute	NOUN
ajeer-227	57	15	and	and	CCONJ
ajeer-227	57	16	operational	operational	ADJ
ajeer-227	57	17	efficiency	efficiency	NOUN
ajeer-227	57	18	or	or	CCONJ
ajeer-227	57	19	they	they	PRON
ajeer-227	57	20	checked	check	VERB
ajeer-227	57	21	the	the	DET
ajeer-227	57	22	productivity	productivity	NOUN
ajeer-227	57	23	of	of	ADP
ajeer-227	57	24	governmental	governmental	ADJ
ajeer-227	57	25	reforms	reform	NOUN
ajeer-227	57	26	in	in	ADP
ajeer-227	57	27	healthcare	healthcare	PROPN
ajeer-227	57	28	.	.	PUNCT
ajeer-227	58	1	thus	thus	ADV
ajeer-227	58	2	,	,	PUNCT
ajeer-227	58	3	the	the	DET
ajeer-227	58	4	hospitals	hospital	NOUN
ajeer-227	58	5	’	’	PART
ajeer-227	58	6	efficiency	efficiency	NOUN
ajeer-227	58	7	and	and	CCONJ
ajeer-227	58	8	productivity	productivity	NOUN
ajeer-227	58	9	can	can	AUX
ajeer-227	58	10	be	be	AUX
ajeer-227	58	11	measured	measure	VERB
ajeer-227	58	12	by	by	ADP
ajeer-227	58	13	using	use	VERB
ajeer-227	58	14	specific	specific	ADJ
ajeer-227	58	15	indicators	indicator	NOUN
ajeer-227	58	16	so	so	SCONJ
ajeer-227	58	17	that	that	SCONJ
ajeer-227	58	18	the	the	DET
ajeer-227	58	19	promoted	promote	VERB
ajeer-227	58	20	efficiency	efficiency	NOUN
ajeer-227	58	21	in	in	ADP
ajeer-227	58	22	health	health	NOUN
ajeer-227	58	23	system	system	NOUN
ajeer-227	58	24	can	can	AUX
ajeer-227	58	25	be	be	AUX
ajeer-227	58	26	realized	realize	VERB
ajeer-227	58	27	,	,	PUNCT
ajeer-227	58	28	by	by	ADP
ajeer-227	58	29	analyzing	analyze	VERB
ajeer-227	58	30	and	and	CCONJ
ajeer-227	58	31	planning	plan	VERB
ajeer-227	58	32	for	for	ADP
ajeer-227	58	33	a	a	DET
ajeer-227	58	34	better	well	ADJ
ajeer-227	58	35	efficiency	efficiency	NOUN
ajeer-227	58	36	index	index	NOUN
ajeer-227	58	37	.	.	PUNCT
ajeer-227	59	1	this	this	DET
ajeer-227	59	2	study	study	NOUN
ajeer-227	59	3	intends	intend	VERB
ajeer-227	59	4	to	to	PART
ajeer-227	59	5	make	make	VERB
ajeer-227	59	6	use	use	NOUN
ajeer-227	59	7	of	of	ADP
ajeer-227	59	8	non	non	ADJ
ajeer-227	59	9	-	-	ADJ
ajeer-227	59	10	parametric	parametric	ADJ
ajeer-227	59	11	technique	technique	NOUN
ajeer-227	59	12	,	,	PUNCT
ajeer-227	59	13	collectively	collectively	ADV
ajeer-227	59	14	known	know	VERB
ajeer-227	59	15	as	as	ADP
ajeer-227	59	16	data	datum	NOUN
ajeer-227	59	17	envelopment	envelopment	ADJ
ajeer-227	59	18	analysis	analysis	NOUN
ajeer-227	59	19	(	(	PUNCT
ajeer-227	59	20	dea	dea	NOUN
ajeer-227	59	21	)	)	PUNCT
ajeer-227	59	22	that	that	PRON
ajeer-227	59	23	is	be	AUX
ajeer-227	59	24	intensively	intensively	ADV
ajeer-227	59	25	used	use	VERB
ajeer-227	59	26	in	in	ADP
ajeer-227	59	27	measuring	measure	VERB
ajeer-227	59	28	the	the	DET
ajeer-227	59	29	hospital	hospital	NOUN
ajeer-227	59	30	efficiency	efficiency	NOUN
ajeer-227	59	31	.	.	PUNCT
ajeer-227	60	1	the	the	DET
ajeer-227	60	2	methodological	methodological	ADJ
ajeer-227	60	3	framework	framework	NOUN
ajeer-227	60	4	of	of	ADP
ajeer-227	60	5	dea	dea	PROPN
ajeer-227	60	6	enables	enable	VERB
ajeer-227	60	7	the	the	DET
ajeer-227	60	8	researchers	researcher	NOUN
ajeer-227	60	9	to	to	PART
ajeer-227	60	10	evaluate	evaluate	VERB
ajeer-227	60	11	the	the	DET
ajeer-227	60	12	efficiency	efficiency	NOUN
ajeer-227	60	13	of	of	ADP
ajeer-227	60	14	those	those	DET
ajeer-227	60	15	particular	particular	ADJ
ajeer-227	60	16	organizations	organization	NOUN
ajeer-227	60	17	which	which	PRON
ajeer-227	60	18	possess	possess	VERB
ajeer-227	60	19	multiple	multiple	ADJ
ajeer-227	60	20	homogenous	homogenous	ADJ
ajeer-227	60	21	inputs	input	NOUN
ajeer-227	60	22	and	and	CCONJ
ajeer-227	60	23	outputs	output	NOUN
ajeer-227	60	24	,	,	PUNCT
ajeer-227	60	25	and	and	CCONJ
ajeer-227	60	26	where	where	SCONJ
ajeer-227	60	27	data	datum	NOUN
ajeer-227	60	28	about	about	ADP
ajeer-227	60	29	prices	price	NOUN
ajeer-227	60	30	is	be	AUX
ajeer-227	60	31	missing	miss	VERB
ajeer-227	60	32	.	.	PUNCT
ajeer-227	61	1	thus	thus	ADV
ajeer-227	61	2	,	,	PUNCT
ajeer-227	61	3	the	the	DET
ajeer-227	61	4	technique	technique	NOUN
ajeer-227	61	5	is	be	AUX
ajeer-227	61	6	well	well	ADV
ajeer-227	61	7	fitted	fit	VERB
ajeer-227	61	8	for	for	ADP
ajeer-227	61	9	calculation	calculation	NOUN
ajeer-227	61	10	of	of	ADP
ajeer-227	61	11	hospital	hospital	NOUN
ajeer-227	61	12	efficiency	efficiency	NOUN
ajeer-227	61	13	.	.	PUNCT
ajeer-227	62	1	in	in	ADP
ajeer-227	62	2	reality	reality	NOUN
ajeer-227	62	3	,	,	PUNCT
ajeer-227	62	4	multiple	multiple	ADJ
ajeer-227	62	5	inputs	input	NOUN
ajeer-227	62	6	/	/	SYM
ajeer-227	62	7	outputs	output	NOUN
ajeer-227	62	8	are	be	AUX
ajeer-227	62	9	commonly	commonly	ADV
ajeer-227	62	10	recurring	recur	VERB
ajeer-227	62	11	rationalization	rationalization	NOUN
ajeer-227	62	12	for	for	ADP
ajeer-227	62	13	using	use	VERB
ajeer-227	62	14	dea	dea	NOUN
ajeer-227	62	15	-	-	PUNCT
ajeer-227	62	16	type	type	NOUN
ajeer-227	62	17	approaches	approach	NOUN
ajeer-227	62	18	.	.	PUNCT
ajeer-227	63	1	furthermore	furthermore	ADV
ajeer-227	63	2	,	,	PUNCT
ajeer-227	63	3	the	the	DET
ajeer-227	63	4	decision	decision	NOUN
ajeer-227	63	5	makers	maker	NOUN
ajeer-227	63	6	can	can	AUX
ajeer-227	63	7	also	also	ADV
ajeer-227	63	8	use	use	VERB
ajeer-227	63	9	dea	dea	NOUN
ajeer-227	63	10	as	as	ADP
ajeer-227	63	11	analytical	analytical	ADJ
ajeer-227	63	12	tool	tool	NOUN
ajeer-227	63	13	for	for	ADP
ajeer-227	63	14	monitoring	monitor	VERB
ajeer-227	63	15	purposes	purpose	NOUN
ajeer-227	63	16	such	such	ADJ
ajeer-227	63	17	as	as	ADP
ajeer-227	63	18	to	to	PART
ajeer-227	63	19	point	point	VERB
ajeer-227	63	20	out	out	ADP
ajeer-227	63	21	hospitals	hospital	NOUN
ajeer-227	63	22	with	with	ADP
ajeer-227	63	23	deviating	deviate	VERB
ajeer-227	63	24	performance	performance	NOUN
ajeer-227	63	25	structures	structure	NOUN
ajeer-227	63	26	.	.	PUNCT
ajeer-227	64	1	such	such	ADJ
ajeer-227	64	2	monitoring	monitoring	NOUN
ajeer-227	64	3	may	may	AUX
ajeer-227	64	4	help	help	VERB
ajeer-227	64	5	the	the	DET
ajeer-227	64	6	management	management	NOUN
ajeer-227	64	7	to	to	PART
ajeer-227	64	8	identify	identify	VERB
ajeer-227	64	9	the	the	DET
ajeer-227	64	10	gaps	gap	NOUN
ajeer-227	64	11	and	and	CCONJ
ajeer-227	64	12	increase	increase	VERB
ajeer-227	64	13	the	the	DET
ajeer-227	64	14	efficiency	efficiency	NOUN
ajeer-227	64	15	of	of	ADP
ajeer-227	64	16	the	the	DET
ajeer-227	64	17	hospital	hospital	NOUN
ajeer-227	64	18	.	.	PUNCT
ajeer-227	65	1	it	it	PRON
ajeer-227	65	2	offers	offer	VERB
ajeer-227	65	3	an	an	DET
ajeer-227	65	4	idealized	idealized	ADJ
ajeer-227	65	5	benchmark	benchmark	NOUN
ajeer-227	65	6	to	to	PART
ajeer-227	65	7	evaluate	evaluate	VERB
ajeer-227	65	8	economic	economic	ADJ
ajeer-227	65	9	performance	performance	NOUN
ajeer-227	65	10	of	of	ADP
ajeer-227	65	11	healthcare	healthcare	PROPN
ajeer-227	65	12	service	service	NOUN
ajeer-227	65	13	.	.	PUNCT
ajeer-227	66	1	secondly	secondly	ADV
ajeer-227	66	2	;	;	PUNCT
ajeer-227	66	3	the	the	DET
ajeer-227	66	4	efficiency	efficiency	NOUN
ajeer-227	66	5	scores	score	NOUN
ajeer-227	66	6	can	can	AUX
ajeer-227	66	7	also	also	ADV
ajeer-227	66	8	be	be	AUX
ajeer-227	66	9	helpful	helpful	ADJ
ajeer-227	66	10	as	as	ADP
ajeer-227	66	11	contextual	contextual	ADJ
ajeer-227	66	12	information	information	NOUN
ajeer-227	66	13	in	in	ADP
ajeer-227	66	14	the	the	DET
ajeer-227	66	15	distribution	distribution	NOUN
ajeer-227	66	16	of	of	ADP
ajeer-227	66	17	resources	resource	NOUN
ajeer-227	66	18	to	to	ADP
ajeer-227	66	19	different	different	ADJ
ajeer-227	66	20	hospitals	hospital	NOUN
ajeer-227	66	21	.	.	PUNCT
ajeer-227	67	1	this	this	PRON
ajeer-227	67	2	is	be	AUX
ajeer-227	67	3	particularly	particularly	ADV
ajeer-227	67	4	relevant	relevant	ADJ
ajeer-227	67	5	not	not	PART
ajeer-227	67	6	only	only	ADV
ajeer-227	67	7	for	for	ADP
ajeer-227	67	8	the	the	DET
ajeer-227	67	9	regulated	regulate	VERB
ajeer-227	67	10	tertiary	tertiary	ADJ
ajeer-227	67	11	care	care	NOUN
ajeer-227	67	12	hospital	hospital	NOUN
ajeer-227	67	13	sectors	sector	NOUN
ajeer-227	67	14	of	of	ADP
ajeer-227	67	15	punjab	punjab	NOUN
ajeer-227	67	16	but	but	CCONJ
ajeer-227	67	17	also	also	ADV
ajeer-227	67	18	for	for	ADP
ajeer-227	67	19	all	all	DET
ajeer-227	67	20	other	other	ADJ
ajeer-227	67	21	health	health	NOUN
ajeer-227	67	22	care	care	NOUN
ajeer-227	67	23	units	unit	NOUN
ajeer-227	67	24	in	in	ADP
ajeer-227	67	25	punjab	punjab	ADJ
ajeer-227	67	26	health	health	NOUN
ajeer-227	67	27	system	system	NOUN
ajeer-227	67	28	.	.	PUNCT
ajeer-227	68	1	so	so	ADV
ajeer-227	68	2	,	,	PUNCT
ajeer-227	68	3	this	this	DET
ajeer-227	68	4	study	study	NOUN
ajeer-227	68	5	incorporates	incorporate	VERB
ajeer-227	68	6	the	the	DET
ajeer-227	68	7	efficiency	efficiency	NOUN
ajeer-227	68	8	measurement	measurement	NOUN
ajeer-227	68	9	of	of	ADP
ajeer-227	68	10	tertiary	tertiary	ADJ
ajeer-227	68	11	care	care	NOUN
ajeer-227	68	12	hospitals	hospital	NOUN
ajeer-227	68	13	and	and	CCONJ
ajeer-227	68	14	medical	medical	ADJ
ajeer-227	68	15	colleges	college	NOUN
ajeer-227	68	16	in	in	ADP
ajeer-227	68	17	punjab	punjab	NOUN
ajeer-227	68	18	.	.	PUNCT
ajeer-227	69	1	2	2	X
ajeer-227	69	2	.	.	X
ajeer-227	69	3	public	public	ADJ
ajeer-227	69	4	health	health	NOUN
ajeer-227	69	5	sector	sector	NOUN
ajeer-227	69	6	in	in	ADP
ajeer-227	69	7	punjab	punjab	ADJ
ajeer-227	69	8	the	the	DET
ajeer-227	69	9	population	population	NOUN
ajeer-227	69	10	of	of	ADP
ajeer-227	69	11	punjab	punjab	PROPN
ajeer-227	69	12	is	be	AUX
ajeer-227	69	13	more	more	ADJ
ajeer-227	69	14	than	than	ADP
ajeer-227	69	15	ten	ten	NUM
ajeer-227	69	16	million	million	NUM
ajeer-227	69	17	,	,	PUNCT
ajeer-227	69	18	which	which	PRON
ajeer-227	69	19	is	be	AUX
ajeer-227	69	20	about	about	ADV
ajeer-227	69	21	56	56	NUM
ajeer-227	69	22	percent	percent	NOUN
ajeer-227	69	23	of	of	ADP
ajeer-227	69	24	the	the	DET
ajeer-227	69	25	total	total	ADJ
ajeer-227	69	26	population	population	NOUN
ajeer-227	69	27	of	of	ADP
ajeer-227	69	28	pakistan	pakistan	PROPN
ajeer-227	69	29	.	.	PUNCT
ajeer-227	70	1	in	in	ADP
ajeer-227	70	2	spite	spite	NOUN
ajeer-227	70	3	of	of	ADP
ajeer-227	70	4	the	the	DET
ajeer-227	70	5	fact	fact	NOUN
ajeer-227	70	6	that	that	SCONJ
ajeer-227	70	7	the	the	DET
ajeer-227	70	8	province	province	NOUN
ajeer-227	70	9	has	have	AUX
ajeer-227	70	10	an	an	DET
ajeer-227	70	11	extensive	extensive	ADJ
ajeer-227	70	12	network	network	NOUN
ajeer-227	70	13	of	of	ADP
ajeer-227	70	14	primary	primary	ADJ
ajeer-227	70	15	,	,	PUNCT
ajeer-227	70	16	secondary	secondary	ADJ
ajeer-227	70	17	and	and	CCONJ
ajeer-227	70	18	tertiary	tertiary	ADJ
ajeer-227	70	19	health	health	NOUN
ajeer-227	70	20	care	care	NOUN
ajeer-227	70	21	infrastructure	infrastructure	NOUN
ajeer-227	70	22	,	,	PUNCT
ajeer-227	70	23	health	health	NOUN
ajeer-227	70	24	indicators	indicator	NOUN
ajeer-227	70	25	have	have	AUX
ajeer-227	70	26	not	not	PART
ajeer-227	70	27	reached	reach	VERB
ajeer-227	70	28	the	the	DET
ajeer-227	70	29	desired	desire	VERB
ajeer-227	70	30	level	level	NOUN
ajeer-227	70	31	.	.	PUNCT
ajeer-227	71	1	i77/1000	i77/1000	PROPN
ajeer-227	71	2	live	live	VERB
ajeer-227	71	3	births	birth	NOUN
ajeer-227	71	4	infant	infant	VERB
ajeer-227	71	5	mortality	mortality	NOUN
ajeer-227	71	6	ratio	ratio	NOUN
ajeer-227	71	7	,	,	PUNCT
ajeer-227	71	8	112/1000	112/1000	NUM
ajeer-227	71	9	live	live	ADJ
ajeer-227	71	10	births	birth	NOUN
ajeer-227	71	11	under	under	ADP
ajeer-227	71	12	5	5	NUM
ajeer-227	71	13	mortality	mortality	NOUN
ajeer-227	71	14	rate	rate	NOUN
ajeer-227	71	15	.	.	PUNCT
ajeer-227	72	1	300/100,000	300/100,000	NUM
ajeer-227	72	2	live	live	ADJ
ajeer-227	72	3	births	birth	NOUN
ajeer-227	72	4	maternal	maternal	ADJ
ajeer-227	72	5	mortality	mortality	NOUN
ajeer-227	72	6	ratio	ratio	NOUN
ajeer-227	72	7	(	(	PUNCT
ajeer-227	72	8	information	information	NOUN
ajeer-227	72	9	&	&	CCONJ
ajeer-227	72	10	communication	communication	NOUN
ajeer-227	72	11	cell	cell	NOUN
ajeer-227	72	12	,	,	PUNCT
ajeer-227	72	13	2016	2016	NUM
ajeer-227	72	14	)	)	PUNCT
ajeer-227	72	15	is	be	AUX
ajeer-227	72	16	recorded	record	VERB
ajeer-227	72	17	in	in	ADP
ajeer-227	72	18	year	year	NOUN
ajeer-227	72	19	2015	2015	NUM
ajeer-227	72	20	,	,	PUNCT
ajeer-227	72	21	total	total	ADJ
ajeer-227	72	22	fertility	fertility	NOUN
ajeer-227	72	23	rate	rate	NOUN
ajeer-227	72	24	has	have	AUX
ajeer-227	72	25	been	be	AUX
ajeer-227	72	26	reached	reach	VERB
ajeer-227	72	27	to	to	ADP
ajeer-227	72	28	4.7	4.7	NUM
ajeer-227	72	29	,	,	PUNCT
ajeer-227	72	30	the	the	DET
ajeer-227	72	31	malnourished	malnourished	ADJ
ajeer-227	72	32	children	child	NOUN
ajeer-227	72	33	in	in	ADP
ajeer-227	72	34	province	province	NOUN
ajeer-227	72	35	are	be	AUX
ajeer-227	72	36	about	about	ADV
ajeer-227	72	37	four	four	NUM
ajeer-227	72	38	million	million	NUM
ajeer-227	72	39	,	,	PUNCT
ajeer-227	72	40	and	and	CCONJ
ajeer-227	72	41	about	about	ADV
ajeer-227	72	42	a	a	DET
ajeer-227	72	43	third	third	NOUN
ajeer-227	72	44	of	of	ADP
ajeer-227	72	45	all	all	DET
ajeer-227	72	46	pregnant	pregnant	ADJ
ajeer-227	72	47	women	woman	NOUN
ajeer-227	72	48	are	be	AUX
ajeer-227	72	49	estimated	estimate	VERB
ajeer-227	72	50	to	to	PART
ajeer-227	72	51	have	have	VERB
ajeer-227	72	52	iron	iron	NOUN
ajeer-227	72	53	deficiency	deficiency	NOUN
ajeer-227	72	54	anemia	anemia	NOUN
ajeer-227	72	55	.	.	PUNCT
ajeer-227	73	1	stunting	stunt	VERB
ajeer-227	73	2	and	and	CCONJ
ajeer-227	73	3	wasting	waste	VERB
ajeer-227	73	4	is	be	AUX
ajeer-227	73	5	estimated	estimate	VERB
ajeer-227	73	6	to	to	PART
ajeer-227	73	7	be	be	AUX
ajeer-227	73	8	34	34	NUM
ajeer-227	73	9	percent	percent	NOUN
ajeer-227	73	10	and	and	CCONJ
ajeer-227	73	11	10	10	NUM
ajeer-227	73	12	percent	percent	NOUN
ajeer-227	73	13	respectively	respectively	ADV
ajeer-227	73	14	.	.	PUNCT
ajeer-227	74	1	undernourishment	undernourishment	ADJ
ajeer-227	74	2	is	be	AUX
ajeer-227	74	3	found	find	VERB
ajeer-227	74	4	to	to	PART
ajeer-227	74	5	be	be	AUX
ajeer-227	74	6	a	a	DET
ajeer-227	74	7	major	major	ADJ
ajeer-227	74	8	contributor	contributor	NOUN
ajeer-227	74	9	to	to	ADP
ajeer-227	74	10	maternal	maternal	ADJ
ajeer-227	74	11	and	and	CCONJ
ajeer-227	74	12	infant	infant	NOUN
ajeer-227	74	13	deaths	death	NOUN
ajeer-227	74	14	.	.	PUNCT
ajeer-227	75	1	with	with	ADP
ajeer-227	75	2	these	these	DET
ajeer-227	75	3	highest	high	ADJ
ajeer-227	75	4	mortality	mortality	NOUN
ajeer-227	75	5	ratios	ratio	NOUN
ajeer-227	75	6	,	,	PUNCT
ajeer-227	75	7	pakistan	pakistan	PROPN
ajeer-227	75	8	slipped	slip	VERB
ajeer-227	75	9	from	from	ADP
ajeer-227	75	10	147th	147th	ADJ
ajeer-227	75	11	to	to	ADP
ajeer-227	75	12	149th	149th	ADJ
ajeer-227	75	13	position	position	NOUN
ajeer-227	75	14	in	in	ADP
ajeer-227	75	15	global	global	ADJ
ajeer-227	75	16	ranking	ranking	NOUN
ajeer-227	75	17	(	(	PUNCT
ajeer-227	75	18	ikram	ikram	NOUN
ajeer-227	75	19	,	,	PUNCT
ajeer-227	75	20	2015	2015	NUM
ajeer-227	75	21	)	)	PUNCT
ajeer-227	75	22	.	.	PUNCT
ajeer-227	76	1	table	table	NOUN
ajeer-227	76	2	1	1	NUM
ajeer-227	76	3	provides	provide	VERB
ajeer-227	76	4	broad	broad	ADJ
ajeer-227	76	5	indicators	indicator	NOUN
ajeer-227	76	6	of	of	ADP
ajeer-227	76	7	health	health	NOUN
ajeer-227	76	8	infrastructure	infrastructure	NOUN
ajeer-227	76	9	in	in	ADP
ajeer-227	76	10	the	the	DET
ajeer-227	76	11	state	state	NOUN
ajeer-227	76	12	.	.	PUNCT
ajeer-227	77	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-227	77	2	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-227	77	3	asian	asian	PROPN
ajeer-227	77	4	journal	journal	NOUN
ajeer-227	77	5	of	of	ADP
ajeer-227	77	6	economics	economic	NOUN
ajeer-227	77	7	and	and	CCONJ
ajeer-227	77	8	empirical	empirical	ADJ
ajeer-227	77	9	research	research	NOUN
ajeer-227	77	10	,	,	PUNCT
ajeer-227	77	11	2017	2017	NUM
ajeer-227	77	12	,	,	PUNCT
ajeer-227	77	13	4(1	4(1	NOUN
ajeer-227	77	14	):	):	PUNCT
ajeer-227	77	15	14	14	NUM
ajeer-227	77	16	-	-	SYM
ajeer-227	77	17	24	24	NUM
ajeer-227	77	18	16	16	NUM
ajeer-227	77	19	table-1	table-1	NUM
ajeer-227	77	20	.	.	PUNCT
ajeer-227	77	21	number	number	NOUN
ajeer-227	77	22	of	of	ADP
ajeer-227	77	23	functional	functional	ADJ
ajeer-227	77	24	and	and	CCONJ
ajeer-227	77	25	reporting	report	VERB
ajeer-227	77	26	health	health	NOUN
ajeer-227	77	27	facilities	facility	NOUN
ajeer-227	77	28	in	in	ADP
ajeer-227	77	29	punjab	punjab	ADJ
ajeer-227	77	30	2015	2015	NUM
ajeer-227	77	31	health	health	NOUN
ajeer-227	77	32	facility	facility	NOUN
ajeer-227	77	33	dhos	dhos	NOUN
ajeer-227	77	34	thq	thq	PROPN
ajeer-227	77	35	dhq	dhq	PROPN
ajeer-227	77	36	rhc	rhc	PROPN
ajeer-227	77	37	bhu	bhu	PROPN
ajeer-227	77	38	mch	mch	PROPN
ajeer-227	77	39	disp	disp	PROPN
ajeer-227	77	40	shc	shc	PROPN
ajeer-227	77	41	tbc	tbc	PROPN
ajeer-227	77	42	total	total	NOUN
ajeer-227	77	43	33	33	NUM
ajeer-227	77	44	109	109	NUM
ajeer-227	77	45	27	27	NUM
ajeer-227	77	46	302	302	NUM
ajeer-227	77	47	2483	2483	NUM
ajeer-227	77	48	224	224	NUM
ajeer-227	77	49	319	319	NUM
ajeer-227	77	50	26	26	NUM
ajeer-227	77	51	14	14	NUM
ajeer-227	77	52	per	per	ADP
ajeer-227	77	53	100,000	100,000	NUM
ajeer-227	77	54	population	population	NOUN
ajeer-227	77	55	0.032	0.032	NUM
ajeer-227	77	56	0.106	0.106	NUM
ajeer-227	77	57	0.026	0.026	NUM
ajeer-227	77	58	0.296	0.296	NUM
ajeer-227	77	59	2.43	2.43	NUM
ajeer-227	77	60	0.219	0.219	NUM
ajeer-227	77	61	0.312	0.312	NUM
ajeer-227	77	62	0.254	0.254	NUM
ajeer-227	77	63	0.013	0.013	NUM
ajeer-227	77	64	source	source	NOUN
ajeer-227	77	65	:	:	PUNCT
ajeer-227	77	66	district	district	PROPN
ajeer-227	77	67	health	health	PROPN
ajeer-227	77	68	information	information	PROPN
ajeer-227	77	69	report	report	NOUN
ajeer-227	77	70	(	(	PUNCT
ajeer-227	77	71	dhis	dhis	NOUN
ajeer-227	77	72	)	)	PUNCT
ajeer-227	77	73	2015	2015	NUM
ajeer-227	77	74	besides	besides	SCONJ
ajeer-227	77	75	the	the	DET
ajeer-227	77	76	above	above	ADV
ajeer-227	77	77	-	-	PUNCT
ajeer-227	77	78	mentioned	mention	VERB
ajeer-227	77	79	health	health	NOUN
ajeer-227	77	80	care	care	NOUN
ajeer-227	77	81	infrastructure	infrastructure	NOUN
ajeer-227	77	82	,	,	PUNCT
ajeer-227	77	83	there	there	PRON
ajeer-227	77	84	is	be	VERB
ajeer-227	77	85	also	also	ADV
ajeer-227	77	86	network	network	NOUN
ajeer-227	77	87	of	of	ADP
ajeer-227	77	88	health	health	NOUN
ajeer-227	77	89	services	service	NOUN
ajeer-227	77	90	that	that	PRON
ajeer-227	77	91	has	have	AUX
ajeer-227	77	92	been	be	AUX
ajeer-227	77	93	specifically	specifically	ADV
ajeer-227	77	94	designed	design	VERB
ajeer-227	77	95	for	for	ADP
ajeer-227	77	96	implementing	implement	VERB
ajeer-227	77	97	various	various	ADJ
ajeer-227	77	98	national	national	ADJ
ajeer-227	77	99	health	health	NOUN
ajeer-227	77	100	programmes	programme	NOUN
ajeer-227	77	101	.	.	PUNCT
ajeer-227	78	1	in	in	ADP
ajeer-227	78	2	terms	term	NOUN
ajeer-227	78	3	of	of	ADP
ajeer-227	78	4	availability	availability	NOUN
ajeer-227	78	5	of	of	ADP
ajeer-227	78	6	workforces	workforce	NOUN
ajeer-227	78	7	in	in	ADP
ajeer-227	78	8	health	health	NOUN
ajeer-227	78	9	sector	sector	NOUN
ajeer-227	78	10	,	,	PUNCT
ajeer-227	78	11	the	the	DET
ajeer-227	78	12	punjab	punjab	NOUN
ajeer-227	78	13	has	have	VERB
ajeer-227	78	14	74500	74500	NUM
ajeer-227	78	15	registered	register	VERB
ajeer-227	78	16	doctors	doctor	NOUN
ajeer-227	78	17	(	(	PUNCT
ajeer-227	78	18	pm	pm	NOUN
ajeer-227	78	19	and	and	CCONJ
ajeer-227	78	20	dc	dc	PROPN
ajeer-227	78	21	,	,	PUNCT
ajeer-227	78	22	n.d	n.d	PROPN
ajeer-227	78	23	)	)	PUNCT
ajeer-227	78	24	of	of	ADP
ajeer-227	78	25	which	which	PRON
ajeer-227	78	26	about	about	ADP
ajeer-227	78	27	1/7th	1/7th	NUM
ajeer-227	78	28	are	be	AUX
ajeer-227	78	29	working	work	VERB
ajeer-227	78	30	in	in	ADP
ajeer-227	78	31	public	public	ADJ
ajeer-227	78	32	health	health	NOUN
ajeer-227	78	33	units	unit	NOUN
ajeer-227	78	34	.	.	PUNCT
ajeer-227	79	1	besides	besides	SCONJ
ajeer-227	79	2	doctors	doctor	NOUN
ajeer-227	79	3	,	,	PUNCT
ajeer-227	79	4	there	there	PRON
ajeer-227	79	5	is	be	VERB
ajeer-227	79	6	qualified	qualified	ADJ
ajeer-227	79	7	manpower	manpower	NOUN
ajeer-227	79	8	such	such	ADJ
ajeer-227	79	9	as	as	ADP
ajeer-227	79	10	nurses	nurse	NOUN
ajeer-227	79	11	,	,	PUNCT
ajeer-227	79	12	technicians	technician	NOUN
ajeer-227	79	13	,	,	PUNCT
ajeer-227	79	14	lhvs	lhvs	ADJ
ajeer-227	79	15	,	,	PUNCT
ajeer-227	79	16	lhws	lhws	ADJ
ajeer-227	79	17	,	,	PUNCT
ajeer-227	79	18	dispensers	dispenser	NOUN
ajeer-227	79	19	,	,	PUNCT
ajeer-227	79	20	vaccinators	vaccinator	NOUN
ajeer-227	79	21	,	,	PUNCT
ajeer-227	79	22	midwives	midwife	NOUN
ajeer-227	79	23	etc	etc	X
ajeer-227	79	24	.	.	X
ajeer-227	79	25	,	,	PUNCT
ajeer-227	79	26	in	in	ADP
ajeer-227	79	27	health	health	NOUN
ajeer-227	79	28	sector	sector	NOUN
ajeer-227	79	29	as	as	ADV
ajeer-227	79	30	well	well	ADV
ajeer-227	79	31	.	.	PUNCT
ajeer-227	80	1	the	the	DET
ajeer-227	80	2	total	total	ADJ
ajeer-227	80	3	allocated	allocate	VERB
ajeer-227	80	4	beds	bed	NOUN
ajeer-227	80	5	allocated	allocate	VERB
ajeer-227	80	6	to	to	ADP
ajeer-227	80	7	all	all	DET
ajeer-227	80	8	public	public	ADJ
ajeer-227	80	9	health	health	NOUN
ajeer-227	80	10	units	unit	NOUN
ajeer-227	80	11	are	be	AUX
ajeer-227	80	12	37,272	37,272	NUM
ajeer-227	80	13	;	;	PUNCT
ajeer-227	80	14	hospital	hospital	NOUN
ajeer-227	80	15	beds	bed	NOUN
ajeer-227	80	16	work	work	VERB
ajeer-227	80	17	out	out	ADP
ajeer-227	80	18	to	to	PART
ajeer-227	80	19	be	be	AUX
ajeer-227	80	20	37	37	NUM
ajeer-227	80	21	beds	bed	NOUN
ajeer-227	80	22	per	per	ADP
ajeer-227	80	23	lakh	lakh	NOUN
ajeer-227	80	24	of	of	ADP
ajeer-227	80	25	population	population	NOUN
ajeer-227	80	26	or	or	CCONJ
ajeer-227	80	27	one	one	NUM
ajeer-227	80	28	bed	bed	NOUN
ajeer-227	80	29	for	for	ADP
ajeer-227	80	30	2736	2736	NUM
ajeer-227	80	31	persons	person	NOUN
ajeer-227	80	32	.	.	PUNCT
ajeer-227	81	1	health	health	NOUN
ajeer-227	81	2	department	department	PROPN
ajeer-227	81	3	of	of	ADP
ajeer-227	81	4	punjab	punjab	PROPN
ajeer-227	81	5	provides	provide	VERB
ajeer-227	81	6	preventive	preventive	ADJ
ajeer-227	81	7	,	,	PUNCT
ajeer-227	81	8	curative	curative	ADJ
ajeer-227	81	9	and	and	CCONJ
ajeer-227	81	10	promotive	promotive	ADJ
ajeer-227	81	11	types	type	NOUN
ajeer-227	81	12	of	of	ADP
ajeer-227	81	13	care	care	NOUN
ajeer-227	81	14	,	,	PUNCT
ajeer-227	81	15	preventive	preventive	ADJ
ajeer-227	81	16	health	health	NOUN
ajeer-227	81	17	facilities	facility	NOUN
ajeer-227	81	18	aim	aim	VERB
ajeer-227	81	19	to	to	PART
ajeer-227	81	20	prevent	prevent	VERB
ajeer-227	81	21	diseases	disease	NOUN
ajeer-227	81	22	through	through	ADP
ajeer-227	81	23	different	different	ADJ
ajeer-227	81	24	interventions	intervention	NOUN
ajeer-227	81	25	,	,	PUNCT
ajeer-227	81	26	curative	curative	ADJ
ajeer-227	81	27	services	service	NOUN
ajeer-227	81	28	aims	aim	VERB
ajeer-227	81	29	to	to	PART
ajeer-227	81	30	cure	cure	VERB
ajeer-227	81	31	diseases	disease	NOUN
ajeer-227	81	32	once	once	SCONJ
ajeer-227	81	33	they	they	PRON
ajeer-227	81	34	befell	befell	VERB
ajeer-227	81	35	and	and	CCONJ
ajeer-227	81	36	health	health	NOUN
ajeer-227	81	37	promotive	promotive	PROPN
ajeer-227	81	38	services	service	NOUN
ajeer-227	81	39	are	be	AUX
ajeer-227	81	40	associated	associate	VERB
ajeer-227	81	41	to	to	ADP
ajeer-227	81	42	health	health	NOUN
ajeer-227	81	43	education	education	NOUN
ajeer-227	81	44	.	.	PUNCT
ajeer-227	82	1	to	to	PART
ajeer-227	82	2	deliver	deliver	VERB
ajeer-227	82	3	these	these	DET
ajeer-227	82	4	services	service	NOUN
ajeer-227	82	5	,	,	PUNCT
ajeer-227	82	6	health	health	NOUN
ajeer-227	82	7	units	unit	NOUN
ajeer-227	82	8	in	in	ADP
ajeer-227	82	9	punjab	punjab	PROPN
ajeer-227	82	10	are	be	AUX
ajeer-227	82	11	divided	divide	VERB
ajeer-227	82	12	into	into	ADP
ajeer-227	82	13	three	three	NUM
ajeer-227	82	14	categories	category	NOUN
ajeer-227	82	15	.	.	PUNCT
ajeer-227	83	1	first	first	ADV
ajeer-227	83	2	,	,	PUNCT
ajeer-227	83	3	primary	primary	ADJ
ajeer-227	83	4	health	health	NOUN
ajeer-227	83	5	care	care	NOUN
ajeer-227	83	6	contains	contain	VERB
ajeer-227	83	7	rural	rural	ADJ
ajeer-227	83	8	health	health	NOUN
ajeer-227	83	9	centers	center	NOUN
ajeer-227	83	10	(	(	PUNCT
ajeer-227	83	11	rhcs	rhcs	NOUN
ajeer-227	83	12	)	)	PUNCT
ajeer-227	83	13	,	,	PUNCT
ajeer-227	83	14	basic	basic	ADJ
ajeer-227	83	15	health	health	NOUN
ajeer-227	83	16	units	unit	NOUN
ajeer-227	83	17	(	(	PUNCT
ajeer-227	83	18	bhus	bhus	NOUN
ajeer-227	83	19	)	)	PUNCT
ajeer-227	83	20	,	,	PUNCT
ajeer-227	83	21	dispensaries	dispensary	NOUN
ajeer-227	83	22	and	and	CCONJ
ajeer-227	83	23	maternal	maternal	ADJ
ajeer-227	83	24	and	and	CCONJ
ajeer-227	83	25	child	child	NOUN
ajeer-227	83	26	health	health	NOUN
ajeer-227	83	27	centers	center	NOUN
ajeer-227	83	28	(	(	PUNCT
ajeer-227	83	29	mchcs	mchcs	ADJ
ajeer-227	83	30	)	)	PUNCT
ajeer-227	83	31	.	.	PUNCT
ajeer-227	84	1	secondly	secondly	ADV
ajeer-227	84	2	,	,	PUNCT
ajeer-227	84	3	figure-1	figure-1	PROPN
ajeer-227	84	4	.	.	PUNCT
ajeer-227	84	5	tertiary	tertiary	ADJ
ajeer-227	84	6	care	care	NOUN
ajeer-227	84	7	hospitals	hospital	NOUN
ajeer-227	84	8	and	and	CCONJ
ajeer-227	84	9	medical	medical	ADJ
ajeer-227	84	10	education	education	NOUN
ajeer-227	84	11	nominal	nominal	ADJ
ajeer-227	84	12	budgeting	budgeting	NOUN
ajeer-227	84	13	structure	structure	NOUN
ajeer-227	84	14	source	source	NOUN
ajeer-227	84	15	:	:	PUNCT
ajeer-227	84	16	annual	annual	ADJ
ajeer-227	84	17	development	development	NOUN
ajeer-227	84	18	programme	programme	NOUN
ajeer-227	84	19	(	(	PUNCT
ajeer-227	84	20	adp	adp	PROPN
ajeer-227	84	21	)	)	PUNCT
ajeer-227	84	22	&	&	CCONJ
ajeer-227	84	23	current	current	ADJ
ajeer-227	84	24	budget	budget	NOUN
ajeer-227	84	25	statements	statement	NOUN
ajeer-227	84	26	,	,	PUNCT
ajeer-227	84	27	punjab	punjab	ADJ
ajeer-227	84	28	secondary	secondary	ADJ
ajeer-227	84	29	health	health	NOUN
ajeer-227	84	30	services	service	NOUN
ajeer-227	84	31	comprises	comprise	NOUN
ajeer-227	84	32	of	of	ADP
ajeer-227	84	33	tehsil	tehsil	ADJ
ajeer-227	84	34	headquarter	headquarter	ADJ
ajeer-227	84	35	hospitals	hospital	NOUN
ajeer-227	84	36	(	(	PUNCT
ajeer-227	84	37	thqs	thqs	ADJ
ajeer-227	84	38	)	)	PUNCT
ajeer-227	84	39	,	,	PUNCT
ajeer-227	84	40	and	and	CCONJ
ajeer-227	84	41	district	district	NOUN
ajeer-227	84	42	headquarter	headquarter	ADJ
ajeer-227	84	43	hospitals	hospital	NOUN
ajeer-227	84	44	(	(	PUNCT
ajeer-227	84	45	dhqs	dhq	NOUN
ajeer-227	84	46	)	)	PUNCT
ajeer-227	84	47	which	which	PRON
ajeer-227	84	48	are	be	AUX
ajeer-227	84	49	first	first	ADJ
ajeer-227	84	50	and	and	CCONJ
ajeer-227	84	51	second	second	ADJ
ajeer-227	84	52	level	level	NOUN
ajeer-227	84	53	referral	referral	NOUN
ajeer-227	84	54	facilities	facility	NOUN
ajeer-227	84	55	to	to	PART
ajeer-227	84	56	provide	provide	VERB
ajeer-227	84	57	critical	critical	ADJ
ajeer-227	84	58	,	,	PUNCT
ajeer-227	84	59	ambulatory	ambulatory	ADJ
ajeer-227	84	60	and	and	CCONJ
ajeer-227	84	61	inpatient	inpatient	PROPN
ajeer-227	84	62	health	health	NOUN
ajeer-227	84	63	care	care	NOUN
ajeer-227	84	64	.	.	PUNCT
ajeer-227	85	1	the	the	DET
ajeer-227	85	2	third	third	ADJ
ajeer-227	85	3	category	category	NOUN
ajeer-227	85	4	includes	include	VERB
ajeer-227	85	5	the	the	DET
ajeer-227	85	6	teaching	teaching	NOUN
ajeer-227	85	7	hospital	hospital	NOUN
ajeer-227	85	8	or	or	CCONJ
ajeer-227	85	9	tertiary	tertiary	ADJ
ajeer-227	85	10	care	care	NOUN
ajeer-227	85	11	hospital	hospital	NOUN
ajeer-227	85	12	(	(	PUNCT
ajeer-227	85	13	tch	tch	NOUN
ajeer-227	85	14	)	)	PUNCT
ajeer-227	85	15	which	which	PRON
ajeer-227	85	16	are	be	AUX
ajeer-227	85	17	the	the	DET
ajeer-227	85	18	main	main	ADJ
ajeer-227	85	19	health	health	NOUN
ajeer-227	85	20	units	unit	NOUN
ajeer-227	85	21	with	with	ADP
ajeer-227	85	22	specialized	specialized	ADJ
ajeer-227	85	23	facilities	facility	NOUN
ajeer-227	85	24	under	under	ADP
ajeer-227	85	25	the	the	DET
ajeer-227	85	26	administrative	administrative	ADJ
ajeer-227	85	27	authority	authority	NOUN
ajeer-227	85	28	of	of	ADP
ajeer-227	85	29	province	province	NOUN
ajeer-227	85	30	.	.	PUNCT
ajeer-227	86	1	this	this	DET
ajeer-227	86	2	study	study	NOUN
ajeer-227	86	3	made	make	VERB
ajeer-227	86	4	use	use	NOUN
ajeer-227	86	5	of	of	ADP
ajeer-227	86	6	tertiary	tertiary	ADJ
ajeer-227	86	7	care	care	NOUN
ajeer-227	86	8	hospitals	hospital	NOUN
ajeer-227	86	9	and	and	CCONJ
ajeer-227	86	10	medical	medical	ADJ
ajeer-227	86	11	colleges	college	NOUN
ajeer-227	86	12	’	'	PUNCT
ajeer-227	86	13	data	datum	NOUN
ajeer-227	86	14	in	in	ADP
ajeer-227	86	15	private	private	ADJ
ajeer-227	86	16	and	and	CCONJ
ajeer-227	86	17	public	public	ADJ
ajeer-227	86	18	sector	sector	NOUN
ajeer-227	86	19	to	to	PART
ajeer-227	86	20	measure	measure	VERB
ajeer-227	86	21	the	the	DET
ajeer-227	86	22	capacity	capacity	NOUN
ajeer-227	86	23	utilization	utilization	NOUN
ajeer-227	86	24	of	of	ADP
ajeer-227	86	25	resources	resource	NOUN
ajeer-227	86	26	of	of	ADP
ajeer-227	86	27	the	the	DET
ajeer-227	86	28	units	unit	NOUN
ajeer-227	86	29	fall	fall	VERB
ajeer-227	86	30	in	in	ADP
ajeer-227	86	31	third	third	ADJ
ajeer-227	86	32	category	category	NOUN
ajeer-227	86	33	.	.	PUNCT
ajeer-227	87	1	given	give	VERB
ajeer-227	87	2	the	the	DET
ajeer-227	87	3	declining	decline	VERB
ajeer-227	87	4	development	development	NOUN
ajeer-227	87	5	budget	budget	NOUN
ajeer-227	87	6	allocations	allocation	NOUN
ajeer-227	87	7	to	to	ADP
ajeer-227	87	8	the	the	DET
ajeer-227	87	9	tertiary	tertiary	ADJ
ajeer-227	87	10	health	health	NOUN
ajeer-227	87	11	sector	sector	NOUN
ajeer-227	87	12	and	and	CCONJ
ajeer-227	87	13	generous	generous	ADJ
ajeer-227	87	14	more	more	ADJ
ajeer-227	87	15	focus	focus	NOUN
ajeer-227	87	16	on	on	ADP
ajeer-227	87	17	preventive	preventive	ADJ
ajeer-227	87	18	health	health	NOUN
ajeer-227	87	19	in	in	ADP
ajeer-227	87	20	punjab	punjab	PROPN
ajeer-227	87	21	has	have	AUX
ajeer-227	87	22	made	make	VERB
ajeer-227	87	23	it	it	PRON
ajeer-227	87	24	critical	critical	ADJ
ajeer-227	87	25	and	and	CCONJ
ajeer-227	87	26	very	very	ADV
ajeer-227	87	27	significant	significant	ADJ
ajeer-227	87	28	the	the	DET
ajeer-227	87	29	efficient	efficient	ADJ
ajeer-227	87	30	use	use	NOUN
ajeer-227	87	31	of	of	ADP
ajeer-227	87	32	existing	exist	VERB
ajeer-227	87	33	resources	resource	NOUN
ajeer-227	87	34	.	.	PUNCT
ajeer-227	88	1	tertiary	tertiary	ADJ
ajeer-227	88	2	care	care	PROPN
ajeer-227	88	3	health	health	NOUN
ajeer-227	88	4	service	service	NOUN
ajeer-227	88	5	is	be	AUX
ajeer-227	88	6	the	the	DET
ajeer-227	88	7	expensive	expensive	ADJ
ajeer-227	88	8	and	and	CCONJ
ajeer-227	88	9	advance	advance	NOUN
ajeer-227	88	10	level	level	NOUN
ajeer-227	88	11	of	of	ADP
ajeer-227	88	12	health	health	NOUN
ajeer-227	88	13	care	care	NOUN
ajeer-227	88	14	compared	compare	VERB
ajeer-227	88	15	to	to	ADP
ajeer-227	88	16	primary	primary	ADJ
ajeer-227	88	17	and	and	CCONJ
ajeer-227	88	18	secondary	secondary	ADJ
ajeer-227	88	19	health	health	NOUN
ajeer-227	88	20	care	care	NOUN
ajeer-227	88	21	.	.	PUNCT
ajeer-227	89	1	curative	curative	ADJ
ajeer-227	89	2	tertiary	tertiary	ADJ
ajeer-227	89	3	care	care	NOUN
ajeer-227	89	4	health	health	NOUN
ajeer-227	89	5	is	be	AUX
ajeer-227	89	6	the	the	DET
ajeer-227	89	7	necessity	necessity	NOUN
ajeer-227	89	8	and	and	CCONJ
ajeer-227	89	9	fundamental	fundamental	ADJ
ajeer-227	89	10	right	right	NOUN
ajeer-227	89	11	for	for	ADP
ajeer-227	89	12	individuals	individual	NOUN
ajeer-227	89	13	at	at	ADP
ajeer-227	89	14	micro	micro	ADJ
ajeer-227	89	15	level	level	NOUN
ajeer-227	89	16	,	,	PUNCT
ajeer-227	89	17	and	and	CCONJ
ajeer-227	89	18	a	a	DET
ajeer-227	89	19	crucial	crucial	ADJ
ajeer-227	89	20	requirement	requirement	NOUN
ajeer-227	89	21	for	for	ADP
ajeer-227	89	22	human	human	ADJ
ajeer-227	89	23	capital	capital	NOUN
ajeer-227	89	24	growth	growth	NOUN
ajeer-227	89	25	and	and	CCONJ
ajeer-227	89	26	development	development	NOUN
ajeer-227	89	27	in	in	ADP
ajeer-227	89	28	a	a	DET
ajeer-227	89	29	country	country	NOUN
ajeer-227	89	30	at	at	ADP
ajeer-227	89	31	the	the	DET
ajeer-227	89	32	macro	macro	ADJ
ajeer-227	89	33	level	level	NOUN
ajeer-227	89	34	.	.	PUNCT
ajeer-227	90	1	the	the	DET
ajeer-227	90	2	total	total	ADJ
ajeer-227	90	3	public	public	ADJ
ajeer-227	90	4	sector	sector	NOUN
ajeer-227	90	5	budgetary	budgetary	ADJ
ajeer-227	90	6	expenditure	expenditure	NOUN
ajeer-227	90	7	on	on	ADP
ajeer-227	90	8	health	health	NOUN
ajeer-227	90	9	sector	sector	NOUN
ajeer-227	90	10	shows	show	VERB
ajeer-227	90	11	positive	positive	ADJ
ajeer-227	90	12	but	but	CCONJ
ajeer-227	90	13	not	not	PART
ajeer-227	90	14	promising	promise	VERB
ajeer-227	90	15	figures	figure	NOUN
ajeer-227	90	16	in	in	ADP
ajeer-227	90	17	last	last	ADJ
ajeer-227	90	18	4	4	NUM
ajeer-227	90	19	years	year	NOUN
ajeer-227	90	20	,	,	PUNCT
ajeer-227	90	21	however	however	ADV
ajeer-227	90	22	,	,	PUNCT
ajeer-227	90	23	the	the	DET
ajeer-227	90	24	share	share	NOUN
ajeer-227	90	25	of	of	ADP
ajeer-227	90	26	development	development	NOUN
ajeer-227	90	27	spending	spending	NOUN
ajeer-227	90	28	on	on	ADP
ajeer-227	90	29	tertiary	tertiary	ADJ
ajeer-227	90	30	health	health	NOUN
ajeer-227	90	31	facilities	facility	NOUN
ajeer-227	90	32	is	be	AUX
ajeer-227	90	33	still	still	ADV
ajeer-227	90	34	very	very	ADV
ajeer-227	90	35	low	low	ADJ
ajeer-227	90	36	(	(	PUNCT
ajeer-227	90	37	see	see	VERB
ajeer-227	90	38	figure	figure	NOUN
ajeer-227	90	39	1	1	NUM
ajeer-227	90	40	)	)	PUNCT
ajeer-227	90	41	.	.	PUNCT
ajeer-227	91	1	the	the	DET
ajeer-227	91	2	total	total	ADJ
ajeer-227	91	3	public	public	ADJ
ajeer-227	91	4	sector	sector	NOUN
ajeer-227	91	5	expenditure	expenditure	NOUN
ajeer-227	91	6	on	on	ADP
ajeer-227	91	7	health	health	NOUN
ajeer-227	91	8	has	have	AUX
ajeer-227	91	9	increased	increase	VERB
ajeer-227	91	10	from	from	ADP
ajeer-227	91	11	rs	rs	PROPN
ajeer-227	91	12	58.11billion	58.11billion	NUM
ajeer-227	91	13	in	in	ADP
ajeer-227	91	14	2012	2012	NUM
ajeer-227	91	15	-	-	SYM
ajeer-227	91	16	13	13	NUM
ajeer-227	91	17	to	to	PART
ajeer-227	91	18	rs	rs	VERB
ajeer-227	91	19	82.504	82.504	NUM
ajeer-227	91	20	billion	billion	NUM
ajeer-227	91	21	in	in	ADP
ajeer-227	91	22	2015	2015	NUM
ajeer-227	91	23	-	-	SYM
ajeer-227	91	24	16	16	NUM
ajeer-227	91	25	but	but	CCONJ
ajeer-227	91	26	the	the	DET
ajeer-227	91	27	development	development	NOUN
ajeer-227	91	28	budget	budget	NOUN
ajeer-227	91	29	presents	present	VERB
ajeer-227	91	30	worst	bad	ADJ
ajeer-227	91	31	picture	picture	NOUN
ajeer-227	91	32	in	in	ADP
ajeer-227	91	33	year	year	NOUN
ajeer-227	91	34	2015	2015	NUM
ajeer-227	91	35	-	-	SYM
ajeer-227	91	36	16	16	NUM
ajeer-227	91	37	as	as	SCONJ
ajeer-227	91	38	the	the	DET
ajeer-227	91	39	share	share	NOUN
ajeer-227	91	40	has	have	AUX
ajeer-227	91	41	been	be	AUX
ajeer-227	91	42	reduced	reduce	VERB
ajeer-227	91	43	to	to	ADP
ajeer-227	91	44	34	34	NUM
ajeer-227	91	45	%	%	NOUN
ajeer-227	91	46	which	which	PRON
ajeer-227	91	47	was	be	AUX
ajeer-227	91	48	43	43	NUM
ajeer-227	91	49	%	%	NOUN
ajeer-227	91	50	in	in	ADP
ajeer-227	91	51	2014	2014	NUM
ajeer-227	91	52	-	-	SYM
ajeer-227	91	53	15	15	NUM
ajeer-227	91	54	.	.	PUNCT
ajeer-227	92	1	in	in	ADP
ajeer-227	92	2	case	case	NOUN
ajeer-227	92	3	of	of	ADP
ajeer-227	92	4	infrastructure	infrastructure	NOUN
ajeer-227	92	5	provision	provision	NOUN
ajeer-227	92	6	,	,	PUNCT
ajeer-227	92	7	availability	availability	NOUN
ajeer-227	92	8	of	of	ADP
ajeer-227	92	9	inpatients	inpatient	NOUN
ajeer-227	92	10	beds	bed	NOUN
ajeer-227	92	11	varies	vary	VERB
ajeer-227	92	12	across	across	ADP
ajeer-227	92	13	private	private	ADJ
ajeer-227	92	14	and	and	CCONJ
ajeer-227	92	15	public	public	ADJ
ajeer-227	92	16	sector	sector	NOUN
ajeer-227	92	17	,	,	PUNCT
ajeer-227	92	18	from	from	ADP
ajeer-227	92	19	one	one	NUM
ajeer-227	92	20	bed	bed	NOUN
ajeer-227	92	21	per	per	ADP
ajeer-227	92	22	4730	4730	NUM
ajeer-227	92	23	inhabitants	inhabitant	NOUN
ajeer-227	92	24	in	in	ADP
ajeer-227	92	25	public	public	ADJ
ajeer-227	92	26	sector	sector	NOUN
ajeer-227	92	27	to	to	ADP
ajeer-227	92	28	9716	9716	NUM
ajeer-227	92	29	in	in	ADP
ajeer-227	92	30	private	private	ADJ
ajeer-227	92	31	sector	sector	NOUN
ajeer-227	92	32	.	.	PUNCT
ajeer-227	93	1	both	both	PRON
ajeer-227	93	2	,	,	PUNCT
ajeer-227	93	3	the	the	DET
ajeer-227	93	4	number	number	NOUN
ajeer-227	93	5	of	of	ADP
ajeer-227	93	6	beds	bed	NOUN
ajeer-227	93	7	per	per	ADP
ajeer-227	93	8	head	head	NOUN
ajeer-227	93	9	of	of	ADP
ajeer-227	93	10	population	population	NOUN
ajeer-227	93	11	and	and	CCONJ
ajeer-227	93	12	the	the	DET
ajeer-227	93	13	occupancy	occupancy	NOUN
ajeer-227	93	14	rate	rate	NOUN
ajeer-227	93	15	are	be	AUX
ajeer-227	93	16	comparatively	comparatively	ADV
ajeer-227	93	17	high	high	ADJ
ajeer-227	93	18	.	.	PUNCT
ajeer-227	94	1	admission	admission	NOUN
ajeer-227	94	2	rates	rate	NOUN
ajeer-227	94	3	and	and	CCONJ
ajeer-227	94	4	turnover	turnover	NOUN
ajeer-227	94	5	rates	rate	NOUN
ajeer-227	94	6	have	have	AUX
ajeer-227	94	7	also	also	ADV
ajeer-227	94	8	been	be	AUX
ajeer-227	94	9	relatively	relatively	ADV
ajeer-227	94	10	high	high	ADJ
ajeer-227	94	11	in	in	ADP
ajeer-227	94	12	provincial	provincial	ADJ
ajeer-227	94	13	tertiary	tertiary	ADJ
ajeer-227	94	14	care	care	NOUN
ajeer-227	94	15	hospitals	hospital	NOUN
ajeer-227	94	16	.	.	PUNCT
ajeer-227	95	1	asian	asian	ADJ
ajeer-227	95	2	journal	journal	PROPN
ajeer-227	95	3	of	of	ADP
ajeer-227	95	4	economics	economic	NOUN
ajeer-227	95	5	and	and	CCONJ
ajeer-227	95	6	empirical	empirical	ADJ
ajeer-227	95	7	research	research	NOUN
ajeer-227	95	8	,	,	PUNCT
ajeer-227	95	9	2017	2017	NUM
ajeer-227	95	10	,	,	PUNCT
ajeer-227	95	11	4(1	4(1	NOUN
ajeer-227	95	12	):	):	PUNCT
ajeer-227	95	13	14	14	NUM
ajeer-227	95	14	-	-	SYM
ajeer-227	95	15	24	24	NUM
ajeer-227	95	16	17	17	NUM
ajeer-227	95	17	table-2	table-2	NUM
ajeer-227	95	18	.	.	PUNCT
ajeer-227	96	1	population	population	NOUN
ajeer-227	96	2	to	to	ADP
ajeer-227	96	3	bed	bed	NOUN
ajeer-227	96	4	ratio	ratio	NOUN
ajeer-227	96	5	in	in	ADP
ajeer-227	96	6	private	private	ADJ
ajeer-227	96	7	and	and	CCONJ
ajeer-227	96	8	public	public	ADJ
ajeer-227	96	9	sector	sector	NOUN
ajeer-227	96	10	tertiary	tertiary	ADJ
ajeer-227	96	11	care	care	NOUN
ajeer-227	96	12	medical	medical	ADJ
ajeer-227	96	13	facilities	facility	NOUN
ajeer-227	96	14	public	public	ADJ
ajeer-227	96	15	sector	sector	NOUN
ajeer-227	96	16	private	private	ADJ
ajeer-227	96	17	sector	sector	NOUN
ajeer-227	96	18	beds	bed	VERB
ajeer-227	96	19	population	population	NOUN
ajeer-227	96	20	to	to	ADP
ajeer-227	96	21	bed	bed	NOUN
ajeer-227	96	22	ratio	ratio	NOUN
ajeer-227	96	23	beds	bed	NOUN
ajeer-227	96	24	population	population	NOUN
ajeer-227	96	25	to	to	ADP
ajeer-227	96	26	bed	bed	NOUN
ajeer-227	96	27	ratio	ratio	NOUN
ajeer-227	96	28	essential	essential	ADJ
ajeer-227	96	29	specialties	specialty	NOUN
ajeer-227	96	30	25356	25356	NUM
ajeer-227	96	31	8984	8984	NUM
ajeer-227	96	32	7248	7248	NUM
ajeer-227	96	33	13990	13990	NUM
ajeer-227	96	34	allied	ally	VERB
ajeer-227	96	35	specialties	specialty	NOUN
ajeer-227	96	36	10147	10147	NUM
ajeer-227	96	37	9993	9993	NUM
ajeer-227	96	38	3188	3188	NUM
ajeer-227	96	39	31806	31806	NUM
ajeer-227	96	40	total	total	NOUN
ajeer-227	96	41	21434	21434	NUM
ajeer-227	96	42	4730	4730	NUM
ajeer-227	96	43	10436	10436	NUM
ajeer-227	96	44	9716	9716	NUM
ajeer-227	96	45	overall	overall	ADJ
ajeer-227	96	46	public	public	ADJ
ajeer-227	96	47	and	and	CCONJ
ajeer-227	96	48	private	private	ADJ
ajeer-227	96	49	sectors	sector	NOUN
ajeer-227	96	50	population	population	NOUN
ajeer-227	96	51	to	to	ADP
ajeer-227	96	52	bed	bed	NOUN
ajeer-227	96	53	ratio	ratio	NOUN
ajeer-227	96	54	beds	bed	NOUN
ajeer-227	96	55	population	population	NOUN
ajeer-227	96	56	to	to	ADP
ajeer-227	96	57	bed	bed	NOUN
ajeer-227	96	58	ratio	ratio	NOUN
ajeer-227	96	59	essential	essential	ADJ
ajeer-227	96	60	specialties	specialty	NOUN
ajeer-227	96	61	18535	18535	NUM
ajeer-227	96	62	5470	5470	NUM
ajeer-227	96	63	allied	ally	VERB
ajeer-227	96	64	specialties	specialty	NOUN
ajeer-227	96	65	13335	13335	NUM
ajeer-227	96	66	7604	7604	NUM
ajeer-227	96	67	total	total	ADJ
ajeer-227	96	68	31870	31870	NUM
ajeer-227	96	69	3181	3181	NUM
ajeer-227	96	70	source	source	NOUN
ajeer-227	96	71	:	:	PUNCT
ajeer-227	96	72	author	author	NOUN
ajeer-227	96	73	’s	’s	PART
ajeer-227	96	74	calculation	calculation	NOUN
ajeer-227	96	75	by	by	ADP
ajeer-227	96	76	using	use	VERB
ajeer-227	96	77	available	available	ADJ
ajeer-227	96	78	data	datum	NOUN
ajeer-227	96	79	of	of	ADP
ajeer-227	96	80	tertiary	tertiary	ADJ
ajeer-227	96	81	heath	heath	PROPN
ajeer-227	96	82	sector	sector	PROPN
ajeer-227	96	83	punjab	punjab	PROPN
ajeer-227	97	1	3	3	X
ajeer-227	97	2	.	.	PUNCT
ajeer-227	97	3	private	private	ADJ
ajeer-227	97	4	and	and	CCONJ
ajeer-227	97	5	public	public	ADJ
ajeer-227	97	6	-	-	PUNCT
ajeer-227	97	7	sector	sector	NOUN
ajeer-227	97	8	tertiary	tertiary	ADJ
ajeer-227	97	9	care	care	NOUN
ajeer-227	97	10	hospitals	hospital	NOUN
ajeer-227	97	11	in	in	ADP
ajeer-227	97	12	punjab	punjab	PROPN
ajeer-227	97	13	besides	besides	SCONJ
ajeer-227	97	14	public	public	ADJ
ajeer-227	97	15	health	health	NOUN
ajeer-227	97	16	and	and	CCONJ
ajeer-227	97	17	medical	medical	ADJ
ajeer-227	97	18	institutions	institution	NOUN
ajeer-227	97	19	,	,	PUNCT
ajeer-227	97	20	punjab	punjab	PROPN
ajeer-227	97	21	has	have	VERB
ajeer-227	97	22	a	a	DET
ajeer-227	97	23	significant	significant	ADJ
ajeer-227	97	24	existence	existence	NOUN
ajeer-227	97	25	of	of	ADP
ajeer-227	97	26	private	private	ADJ
ajeer-227	97	27	medical	medical	ADJ
ajeer-227	97	28	colleges	college	NOUN
ajeer-227	97	29	and	and	CCONJ
ajeer-227	97	30	affiliated	affiliated	ADJ
ajeer-227	97	31	teaching	teaching	NOUN
ajeer-227	97	32	hospitals	hospital	NOUN
ajeer-227	97	33	.	.	PUNCT
ajeer-227	98	1	the	the	DET
ajeer-227	98	2	influence	influence	NOUN
ajeer-227	98	3	of	of	ADP
ajeer-227	98	4	many	many	ADJ
ajeer-227	98	5	of	of	ADP
ajeer-227	98	6	these	these	DET
ajeer-227	98	7	health	health	NOUN
ajeer-227	98	8	units	unit	NOUN
ajeer-227	98	9	in	in	ADP
ajeer-227	98	10	serving	serve	VERB
ajeer-227	98	11	the	the	DET
ajeer-227	98	12	inhabitants	inhabitant	NOUN
ajeer-227	98	13	and	and	CCONJ
ajeer-227	98	14	addressing	address	VERB
ajeer-227	98	15	their	their	PRON
ajeer-227	98	16	health	health	NOUN
ajeer-227	98	17	needs	need	NOUN
ajeer-227	98	18	is	be	AUX
ajeer-227	98	19	quite	quite	ADV
ajeer-227	98	20	impressive	impressive	ADJ
ajeer-227	98	21	.	.	PUNCT
ajeer-227	99	1	these	these	DET
ajeer-227	99	2	private	private	ADJ
ajeer-227	99	3	sector	sector	NOUN
ajeer-227	99	4	health	health	NOUN
ajeer-227	99	5	and	and	CCONJ
ajeer-227	99	6	medical	medical	ADJ
ajeer-227	99	7	institutions	institution	NOUN
ajeer-227	99	8	have	have	VERB
ajeer-227	99	9	also	also	ADV
ajeer-227	99	10	the	the	DET
ajeer-227	99	11	managerial	managerial	ADJ
ajeer-227	99	12	capacity	capacity	NOUN
ajeer-227	99	13	to	to	PART
ajeer-227	99	14	generate	generate	VERB
ajeer-227	99	15	their	their	PRON
ajeer-227	99	16	own	own	ADJ
ajeer-227	99	17	resources	resource	NOUN
ajeer-227	99	18	through	through	ADP
ajeer-227	99	19	user	user	NOUN
ajeer-227	99	20	fees	fee	NOUN
ajeer-227	99	21	and	and	CCONJ
ajeer-227	99	22	donations	donation	NOUN
ajeer-227	99	23	.	.	PUNCT
ajeer-227	100	1	the	the	DET
ajeer-227	100	2	government	government	NOUN
ajeer-227	100	3	of	of	ADP
ajeer-227	100	4	punjab	punjab	PROPN
ajeer-227	100	5	has	have	AUX
ajeer-227	100	6	set	set	VERB
ajeer-227	100	7	some	some	DET
ajeer-227	100	8	guidelines	guideline	NOUN
ajeer-227	100	9	for	for	SCONJ
ajeer-227	100	10	these	these	DET
ajeer-227	100	11	private	private	ADJ
ajeer-227	100	12	sector	sector	NOUN
ajeer-227	100	13	institutions	institution	NOUN
ajeer-227	100	14	to	to	PART
ajeer-227	100	15	run	run	VERB
ajeer-227	100	16	which	which	PRON
ajeer-227	100	17	implies	imply	VERB
ajeer-227	100	18	that	that	SCONJ
ajeer-227	100	19	these	these	DET
ajeer-227	100	20	institutions	institution	NOUN
ajeer-227	100	21	do	do	AUX
ajeer-227	100	22	not	not	PART
ajeer-227	100	23	have	have	VERB
ajeer-227	100	24	complete	complete	ADJ
ajeer-227	100	25	autonomy	autonomy	NOUN
ajeer-227	100	26	in	in	ADP
ajeer-227	100	27	their	their	PRON
ajeer-227	100	28	decision	decision	NOUN
ajeer-227	100	29	making	make	VERB
ajeer-227	100	30	such	such	ADJ
ajeer-227	100	31	as	as	ADP
ajeer-227	100	32	in	in	ADP
ajeer-227	100	33	admissions	admission	NOUN
ajeer-227	100	34	of	of	ADP
ajeer-227	100	35	medical	medical	ADJ
ajeer-227	100	36	students	student	NOUN
ajeer-227	100	37	,	,	PUNCT
ajeer-227	100	38	recruitment	recruitment	NOUN
ajeer-227	100	39	,	,	PUNCT
ajeer-227	100	40	procurement	procurement	NOUN
ajeer-227	100	41	of	of	ADP
ajeer-227	100	42	supplies	supply	NOUN
ajeer-227	100	43	and	and	CCONJ
ajeer-227	100	44	capital	capital	NOUN
ajeer-227	100	45	investment	investment	NOUN
ajeer-227	100	46	etc	etc	X
ajeer-227	100	47	.	.	PUNCT
ajeer-227	101	1	most	most	ADJ
ajeer-227	101	2	of	of	ADP
ajeer-227	101	3	the	the	DET
ajeer-227	101	4	decisions	decision	NOUN
ajeer-227	101	5	are	be	AUX
ajeer-227	101	6	held	hold	VERB
ajeer-227	101	7	under	under	ADP
ajeer-227	101	8	the	the	DET
ajeer-227	101	9	rules	rule	NOUN
ajeer-227	101	10	of	of	ADP
ajeer-227	101	11	pakistan	pakistan	PROPN
ajeer-227	101	12	medical	medical	ADJ
ajeer-227	101	13	and	and	CCONJ
ajeer-227	101	14	dental	dental	ADJ
ajeer-227	101	15	council	council	NOUN
ajeer-227	101	16	(	(	PUNCT
ajeer-227	101	17	pm&dc	pm&dc	PROPN
ajeer-227	101	18	)	)	PUNCT
ajeer-227	101	19	.	.	PUNCT
ajeer-227	102	1	the	the	DET
ajeer-227	102	2	improvement	improvement	NOUN
ajeer-227	102	3	in	in	ADP
ajeer-227	102	4	of	of	ADP
ajeer-227	102	5	quality	quality	NOUN
ajeer-227	102	6	services	service	NOUN
ajeer-227	102	7	,	,	PUNCT
ajeer-227	102	8	efficiency	efficiency	NOUN
ajeer-227	102	9	and	and	CCONJ
ajeer-227	102	10	performance	performance	NOUN
ajeer-227	102	11	must	must	AUX
ajeer-227	102	12	be	be	AUX
ajeer-227	102	13	the	the	DET
ajeer-227	102	14	key	key	ADJ
ajeer-227	102	15	indicators	indicator	NOUN
ajeer-227	102	16	in	in	ADP
ajeer-227	102	17	these	these	DET
ajeer-227	102	18	decisions	decision	NOUN
ajeer-227	102	19	.	.	PUNCT
ajeer-227	103	1	they	they	PRON
ajeer-227	103	2	generate	generate	VERB
ajeer-227	103	3	most	most	ADJ
ajeer-227	103	4	of	of	ADP
ajeer-227	103	5	their	their	PRON
ajeer-227	103	6	revenue	revenue	NOUN
ajeer-227	103	7	by	by	ADP
ajeer-227	103	8	the	the	DET
ajeer-227	103	9	user	user	NOUN
ajeer-227	103	10	fees	fee	NOUN
ajeer-227	103	11	.	.	PUNCT
ajeer-227	104	1	another	another	DET
ajeer-227	104	2	source	source	NOUN
ajeer-227	104	3	of	of	ADP
ajeer-227	104	4	revenue	revenue	NOUN
ajeer-227	104	5	can	can	AUX
ajeer-227	104	6	be	be	AUX
ajeer-227	104	7	to	to	PART
ajeer-227	104	8	raise	raise	VERB
ajeer-227	104	9	funds	fund	NOUN
ajeer-227	104	10	through	through	ADP
ajeer-227	104	11	donations	donation	NOUN
ajeer-227	104	12	and	and	CCONJ
ajeer-227	104	13	grants	grant	NOUN
ajeer-227	104	14	from	from	ADP
ajeer-227	104	15	community	community	NOUN
ajeer-227	104	16	and	and	CCONJ
ajeer-227	104	17	trusts	trust	NOUN
ajeer-227	104	18	including	include	VERB
ajeer-227	104	19	private	private	ADJ
ajeer-227	104	20	sector	sector	NOUN
ajeer-227	104	21	and	and	CCONJ
ajeer-227	104	22	industry	industry	NOUN
ajeer-227	104	23	.	.	PUNCT
ajeer-227	105	1	this	this	PRON
ajeer-227	105	2	gives	give	VERB
ajeer-227	105	3	them	they	PRON
ajeer-227	105	4	much	much	ADV
ajeer-227	105	5	better	well	ADJ
ajeer-227	105	6	financial	financial	ADJ
ajeer-227	105	7	flexibility	flexibility	NOUN
ajeer-227	105	8	.	.	PUNCT
ajeer-227	106	1	the	the	DET
ajeer-227	106	2	public	public	ADJ
ajeer-227	106	3	sector	sector	NOUN
ajeer-227	106	4	medical	medical	ADJ
ajeer-227	106	5	institutions	institution	NOUN
ajeer-227	106	6	and	and	CCONJ
ajeer-227	106	7	health	health	NOUN
ajeer-227	106	8	units	unit	NOUN
ajeer-227	106	9	are	be	AUX
ajeer-227	106	10	mostly	mostly	ADV
ajeer-227	106	11	funded	fund	VERB
ajeer-227	106	12	by	by	ADP
ajeer-227	106	13	the	the	DET
ajeer-227	106	14	public	public	ADJ
ajeer-227	106	15	sources	source	NOUN
ajeer-227	106	16	.	.	PUNCT
ajeer-227	107	1	the	the	DET
ajeer-227	107	2	distribution	distribution	NOUN
ajeer-227	107	3	of	of	ADP
ajeer-227	107	4	medical	medical	ADJ
ajeer-227	107	5	colleges	college	NOUN
ajeer-227	107	6	/	/	SYM
ajeer-227	107	7	attached	attach	VERB
ajeer-227	107	8	teaching	teaching	NOUN
ajeer-227	107	9	hospitals	hospital	NOUN
ajeer-227	107	10	in	in	ADP
ajeer-227	107	11	punjab	punjab	PROPN
ajeer-227	107	12	is	be	AUX
ajeer-227	107	13	given	give	VERB
ajeer-227	107	14	in	in	ADP
ajeer-227	107	15	table	table	NOUN
ajeer-227	107	16	3	3	NUM
ajeer-227	107	17	.	.	PUNCT
ajeer-227	108	1	in	in	ADP
ajeer-227	108	2	punjab	punjab	PROPN
ajeer-227	108	3	,	,	PUNCT
ajeer-227	108	4	there	there	PRON
ajeer-227	108	5	are	be	VERB
ajeer-227	108	6	19	19	NUM
ajeer-227	108	7	medical	medical	ADJ
ajeer-227	108	8	colleges	college	NOUN
ajeer-227	108	9	and	and	CCONJ
ajeer-227	108	10	28	28	NUM
ajeer-227	108	11	affiliated	affiliate	VERB
ajeer-227	108	12	teaching	teaching	NOUN
ajeer-227	108	13	hospitals	hospital	NOUN
ajeer-227	108	14	in	in	ADP
ajeer-227	108	15	public	public	ADJ
ajeer-227	108	16	sector	sector	NOUN
ajeer-227	108	17	out	out	ADP
ajeer-227	108	18	of	of	ADP
ajeer-227	108	19	which	which	PRON
ajeer-227	108	20	,	,	PUNCT
ajeer-227	108	21	6	6	NUM
ajeer-227	108	22	medical	medical	ADJ
ajeer-227	108	23	colleges	college	NOUN
ajeer-227	108	24	and	and	CCONJ
ajeer-227	108	25	8	8	NUM
ajeer-227	108	26	affiliated	affiliated	ADJ
ajeer-227	108	27	hospitals	hospital	NOUN
ajeer-227	108	28	are	be	AUX
ajeer-227	108	29	in	in	ADP
ajeer-227	108	30	lahore	lahore	NOUN
ajeer-227	108	31	.	.	PUNCT
ajeer-227	109	1	in	in	ADP
ajeer-227	109	2	private	private	ADJ
ajeer-227	109	3	sector	sector	NOUN
ajeer-227	109	4	,	,	PUNCT
ajeer-227	109	5	there	there	PRON
ajeer-227	109	6	are	be	VERB
ajeer-227	109	7	35	35	NUM
ajeer-227	109	8	medical	medical	ADJ
ajeer-227	109	9	colleges	college	NOUN
ajeer-227	109	10	and	and	CCONJ
ajeer-227	109	11	56	56	NUM
ajeer-227	109	12	attached	attached	ADJ
ajeer-227	109	13	teaching	teaching	NOUN
ajeer-227	109	14	hospitals	hospital	NOUN
ajeer-227	109	15	.	.	PUNCT
ajeer-227	110	1	the	the	DET
ajeer-227	110	2	tertiary	tertiary	ADJ
ajeer-227	110	3	care	care	NOUN
ajeer-227	110	4	health	health	NOUN
ajeer-227	110	5	sector	sector	NOUN
ajeer-227	110	6	in	in	ADP
ajeer-227	110	7	punjab	punjab	PROPN
ajeer-227	110	8	is	be	AUX
ajeer-227	110	9	facing	face	VERB
ajeer-227	110	10	breaks	break	NOUN
ajeer-227	110	11	and	and	CCONJ
ajeer-227	110	12	diversion	diversion	NOUN
ajeer-227	110	13	in	in	ADP
ajeer-227	110	14	the	the	DET
ajeer-227	110	15	accessibility	accessibility	NOUN
ajeer-227	110	16	of	of	ADP
ajeer-227	110	17	funds	fund	NOUN
ajeer-227	110	18	due	due	ADJ
ajeer-227	110	19	to	to	ADP
ajeer-227	110	20	more	more	ADJ
ajeer-227	110	21	concentration	concentration	NOUN
ajeer-227	110	22	and	and	CCONJ
ajeer-227	110	23	allocations	allocation	NOUN
ajeer-227	110	24	on	on	ADP
ajeer-227	110	25	the	the	DET
ajeer-227	110	26	procurement	procurement	NOUN
ajeer-227	110	27	of	of	ADP
ajeer-227	110	28	preventive	preventive	ADJ
ajeer-227	110	29	health	health	NOUN
ajeer-227	110	30	care	care	NOUN
ajeer-227	110	31	facilities	facility	NOUN
ajeer-227	110	32	in	in	ADP
ajeer-227	110	33	previous	previous	ADJ
ajeer-227	110	34	some	some	DET
ajeer-227	110	35	years	year	NOUN
ajeer-227	110	36	as	as	SCONJ
ajeer-227	110	37	has	have	AUX
ajeer-227	110	38	been	be	AUX
ajeer-227	110	39	shown	show	VERB
ajeer-227	110	40	in	in	ADP
ajeer-227	110	41	figure	figure	NOUN
ajeer-227	110	42	1	1	NUM
ajeer-227	110	43	that	that	SCONJ
ajeer-227	110	44	the	the	DET
ajeer-227	110	45	development	development	NOUN
ajeer-227	110	46	budget	budget	NOUN
ajeer-227	110	47	spent	spend	VERB
ajeer-227	110	48	on	on	ADP
ajeer-227	110	49	tertiary	tertiary	ADJ
ajeer-227	110	50	care	care	NOUN
ajeer-227	110	51	facilities	facility	NOUN
ajeer-227	110	52	has	have	AUX
ajeer-227	110	53	been	be	AUX
ajeer-227	110	54	decreased	decrease	VERB
ajeer-227	110	55	by	by	ADP
ajeer-227	110	56	43	43	NUM
ajeer-227	110	57	percent	percent	NOUN
ajeer-227	110	58	to	to	ADP
ajeer-227	110	59	34	34	NUM
ajeer-227	110	60	percent	percent	NOUN
ajeer-227	110	61	in	in	ADP
ajeer-227	110	62	2015	2015	NUM
ajeer-227	110	63	-	-	SYM
ajeer-227	110	64	16	16	NUM
ajeer-227	110	65	.	.	PUNCT
ajeer-227	111	1	the	the	DET
ajeer-227	111	2	primary	primary	ADJ
ajeer-227	111	3	objective	objective	NOUN
ajeer-227	111	4	to	to	PART
ajeer-227	111	5	measure	measure	VERB
ajeer-227	111	6	efficiency	efficiency	NOUN
ajeer-227	111	7	in	in	ADP
ajeer-227	111	8	health	health	NOUN
ajeer-227	111	9	sector	sector	NOUN
ajeer-227	111	10	is	be	AUX
ajeer-227	111	11	to	to	PART
ajeer-227	111	12	improve	improve	VERB
ajeer-227	111	13	the	the	DET
ajeer-227	111	14	productivity	productivity	NOUN
ajeer-227	111	15	of	of	ADP
ajeer-227	111	16	existed	exist	VERB
ajeer-227	111	17	resources	resource	NOUN
ajeer-227	111	18	of	of	ADP
ajeer-227	111	19	health	health	NOUN
ajeer-227	111	20	care	care	NOUN
ajeer-227	111	21	(	(	PUNCT
ajeer-227	111	22	romley	romley	NOUN
ajeer-227	111	23	,	,	PUNCT
ajeer-227	111	24	2009	2009	NUM
ajeer-227	111	25	)	)	PUNCT
ajeer-227	111	26	.	.	PUNCT
ajeer-227	112	1	table-3	table-3	X
ajeer-227	112	2	.	.	NOUN
ajeer-227	113	1	private	private	ADJ
ajeer-227	113	2	and	and	CCONJ
ajeer-227	113	3	public	public	ADJ
ajeer-227	113	4	medical	medical	ADJ
ajeer-227	113	5	colleges	college	NOUN
ajeer-227	113	6	and	and	CCONJ
ajeer-227	113	7	teaching	teaching	NOUN
ajeer-227	113	8	hospitals	hospital	NOUN
ajeer-227	113	9	in	in	ADP
ajeer-227	113	10	different	different	ADJ
ajeer-227	113	11	districts	district	NOUN
ajeer-227	113	12	source	source	NOUN
ajeer-227	113	13	:	:	PUNCT
ajeer-227	113	14	pakistan	pakistan	PROPN
ajeer-227	113	15	medical	medical	PROPN
ajeer-227	113	16	&	&	CCONJ
ajeer-227	113	17	dental	dental	ADJ
ajeer-227	113	18	council(pm&dc	council(pm&dc	PROPN
ajeer-227	113	19	)	)	PUNCT
ajeer-227	113	20	4	4	NUM
ajeer-227	113	21	.	.	X
ajeer-227	113	22	objective	objective	NOUN
ajeer-227	113	23	of	of	ADP
ajeer-227	113	24	the	the	DET
ajeer-227	113	25	study	study	NOUN
ajeer-227	113	26			NOUN
ajeer-227	114	1	the	the	DET
ajeer-227	114	2	primary	primary	ADJ
ajeer-227	114	3	objective	objective	NOUN
ajeer-227	114	4	of	of	ADP
ajeer-227	114	5	this	this	DET
ajeer-227	114	6	study	study	NOUN
ajeer-227	114	7	is	be	AUX
ajeer-227	114	8	to	to	PART
ajeer-227	114	9	evaluate	evaluate	VERB
ajeer-227	114	10	the	the	DET
ajeer-227	114	11	relative	relative	ADJ
ajeer-227	114	12	efficiency	efficiency	NOUN
ajeer-227	114	13	of	of	ADP
ajeer-227	114	14	public	public	ADJ
ajeer-227	114	15	and	and	CCONJ
ajeer-227	114	16	private	private	ADJ
ajeer-227	114	17	tertiary	tertiary	ADJ
ajeer-227	114	18	care	care	NOUN
ajeer-227	114	19	hospitals	hospital	NOUN
ajeer-227	114	20	and	and	CCONJ
ajeer-227	114	21	medical	medical	ADJ
ajeer-227	114	22	colleges	college	NOUN
ajeer-227	114	23	of	of	ADP
ajeer-227	114	24	punjab	punjab	NOUN
ajeer-227	114	25	by	by	ADP
ajeer-227	114	26	using	use	VERB
ajeer-227	114	27	nonparametric	nonparametric	NOUN
ajeer-227	114	28	approach	approach	NOUN
ajeer-227	114	29	.	.	PUNCT
ajeer-227	115	1			PUNCT
ajeer-227	116	1	the	the	DET
ajeer-227	116	2	second	second	ADJ
ajeer-227	116	3	objective	objective	NOUN
ajeer-227	116	4	is	be	AUX
ajeer-227	116	5	to	to	PART
ajeer-227	116	6	compare	compare	VERB
ajeer-227	116	7	the	the	DET
ajeer-227	116	8	aggregate	aggregate	ADJ
ajeer-227	116	9	efficiency	efficiency	NOUN
ajeer-227	116	10	of	of	ADP
ajeer-227	116	11	private	private	ADJ
ajeer-227	116	12	sector	sector	NOUN
ajeer-227	116	13	tertiary	tertiary	ADJ
ajeer-227	116	14	health	health	NOUN
ajeer-227	116	15	care	care	NOUN
ajeer-227	116	16	units	unit	NOUN
ajeer-227	116	17	to	to	ADP
ajeer-227	116	18	public	public	ADJ
ajeer-227	116	19	units	unit	NOUN
ajeer-227	116	20	.	.	PUNCT
ajeer-227	117	1			X
ajeer-227	117	2	to	to	PART
ajeer-227	117	3	provides	provide	VERB
ajeer-227	117	4	suggestion	suggestion	NOUN
ajeer-227	117	5	for	for	ADP
ajeer-227	117	6	two	two	NUM
ajeer-227	117	7	sets	set	NOUN
ajeer-227	117	8	of	of	ADP
ajeer-227	117	9	institutions	institution	NOUN
ajeer-227	117	10	on	on	ADP
ajeer-227	117	11	the	the	DET
ajeer-227	117	12	basis	basis	NOUN
ajeer-227	117	13	of	of	ADP
ajeer-227	117	14	empirical	empirical	ADJ
ajeer-227	117	15	findings	finding	NOUN
ajeer-227	117	16	by	by	ADP
ajeer-227	117	17	using	use	VERB
ajeer-227	117	18	data	datum	NOUN
ajeer-227	117	19	set	set	VERB
ajeer-227	117	20	in	in	ADP
ajeer-227	117	21	specific	specific	ADJ
ajeer-227	117	22	time	time	NOUN
ajeer-227	117	23	period	period	NOUN
ajeer-227	117	24	.	.	PUNCT
ajeer-227	118	1	5	5	X
ajeer-227	118	2	.	.	NOUN
ajeer-227	118	3	significance	significance	NOUN
ajeer-227	118	4	of	of	ADP
ajeer-227	118	5	the	the	DET
ajeer-227	118	6	study	study	NOUN
ajeer-227	118	7	several	several	ADJ
ajeer-227	118	8	attempts	attempt	NOUN
ajeer-227	118	9	by	by	ADP
ajeer-227	118	10	various	various	ADJ
ajeer-227	118	11	researchers	researcher	NOUN
ajeer-227	118	12	have	have	AUX
ajeer-227	118	13	been	be	AUX
ajeer-227	118	14	made	make	VERB
ajeer-227	118	15	to	to	PART
ajeer-227	118	16	evaluate	evaluate	VERB
ajeer-227	118	17	the	the	DET
ajeer-227	118	18	efficiency	efficiency	NOUN
ajeer-227	118	19	of	of	ADP
ajeer-227	118	20	public	public	ADJ
ajeer-227	118	21	and	and	CCONJ
ajeer-227	118	22	private	private	ADJ
ajeer-227	118	23	sector	sector	NOUN
ajeer-227	118	24	’s	’s	PART
ajeer-227	118	25	hospitals	hospital	NOUN
ajeer-227	118	26	in	in	ADP
ajeer-227	118	27	different	different	ADJ
ajeer-227	118	28	countries	country	NOUN
ajeer-227	118	29	of	of	ADP
ajeer-227	118	30	the	the	DET
ajeer-227	118	31	world	world	NOUN
ajeer-227	118	32	by	by	ADP
ajeer-227	118	33	using	use	VERB
ajeer-227	118	34	different	different	ADJ
ajeer-227	118	35	parametric	parametric	ADJ
ajeer-227	118	36	and	and	CCONJ
ajeer-227	118	37	non	non	ADJ
ajeer-227	118	38	-	-	ADJ
ajeer-227	118	39	parametric	parametric	ADJ
ajeer-227	118	40	methods	method	NOUN
ajeer-227	118	41	particularly	particularly	ADV
ajeer-227	118	42	in	in	ADP
ajeer-227	118	43	developing	develop	VERB
ajeer-227	118	44	economies	economy	NOUN
ajeer-227	118	45	like	like	ADP
ajeer-227	118	46	china	china	PROPN
ajeer-227	118	47	(	(	PUNCT
ajeer-227	118	48	sun	sun	PROPN
ajeer-227	118	49	,	,	PUNCT
ajeer-227	118	50	2016	2016	NUM
ajeer-227	118	51	)	)	PUNCT
ajeer-227	118	52	saudi	saudi	PROPN
ajeer-227	118	53	arabia	arabia	PROPN
ajeer-227	118	54	(	(	PUNCT
ajeer-227	118	55	al	al	PROPN
ajeer-227	118	56	-	-	PUNCT
ajeer-227	118	57	shayea	shayea	NOUN
ajeer-227	118	58	,	,	PUNCT
ajeer-227	118	59	2011	2011	NUM
ajeer-227	118	60	)	)	PUNCT
ajeer-227	118	61	india	india	PROPN
ajeer-227	118	62	(	(	PUNCT
ajeer-227	118	63	mogha	mogha	PROPN
ajeer-227	118	64	,	,	PUNCT
ajeer-227	118	65	2012	2012	NUM
ajeer-227	118	66	)	)	PUNCT
ajeer-227	118	67	etc	etc	X
ajeer-227	118	68	.	.	X
ajeer-227	118	69	,	,	PUNCT
ajeer-227	118	70	but	but	CCONJ
ajeer-227	118	71	only	only	ADV
ajeer-227	118	72	few	few	ADJ
ajeer-227	118	73	studies	study	NOUN
ajeer-227	118	74	have	have	AUX
ajeer-227	118	75	been	be	AUX
ajeer-227	118	76	found	find	VERB
ajeer-227	118	77	in	in	ADP
ajeer-227	118	78	punjab	punjab	ADJ
ajeer-227	118	79	especial	especial	NOUN
ajeer-227	118	80	in	in	ADP
ajeer-227	118	81	the	the	DET
ajeer-227	118	82	area	area	NOUN
ajeer-227	118	83	of	of	ADP
ajeer-227	118	84	measuring	measure	VERB
ajeer-227	118	85	the	the	DET
ajeer-227	118	86	efficiency	efficiency	NOUN
ajeer-227	118	87	of	of	ADP
ajeer-227	118	88	medical	medical	ADJ
ajeer-227	118	89	colleges	college	NOUN
ajeer-227	118	90	/	/	SYM
ajeer-227	118	91	universities	university	NOUN
ajeer-227	118	92	,	,	PUNCT
ajeer-227	118	93	so	so	SCONJ
ajeer-227	118	94	this	this	DET
ajeer-227	118	95	study	study	NOUN
ajeer-227	118	96	is	be	AUX
ajeer-227	118	97	an	an	DET
ajeer-227	118	98	attempt	attempt	NOUN
ajeer-227	118	99	to	to	PART
ajeer-227	118	100	fill	fill	VERB
ajeer-227	118	101	this	this	DET
ajeer-227	118	102	gap	gap	NOUN
ajeer-227	118	103	.	.	PUNCT
ajeer-227	119	1	this	this	DET
ajeer-227	119	2	study	study	NOUN
ajeer-227	119	3	would	would	AUX
ajeer-227	119	4	also	also	ADV
ajeer-227	119	5	provide	provide	VERB
ajeer-227	119	6	guidance	guidance	NOUN
ajeer-227	119	7	to	to	ADP
ajeer-227	119	8	the	the	DET
ajeer-227	119	9	management	management	NOUN
ajeer-227	119	10	of	of	ADP
ajeer-227	119	11	each	each	DET
ajeer-227	119	12	dmu	dmu	PROPN
ajeer-227	119	13	in	in	ADP
ajeer-227	119	14	the	the	DET
ajeer-227	119	15	institution	institution	NOUN
ajeer-227	119	16	to	to	PART
ajeer-227	119	17	make	make	VERB
ajeer-227	119	18	improvement	improvement	NOUN
ajeer-227	119	19	in	in	ADP
ajeer-227	119	20	the	the	DET
ajeer-227	119	21	use	use	NOUN
ajeer-227	119	22	of	of	ADP
ajeer-227	119	23	resources	resource	NOUN
ajeer-227	119	24	and	and	CCONJ
ajeer-227	119	25	providing	provide	VERB
ajeer-227	119	26	services	service	NOUN
ajeer-227	119	27	.	.	PUNCT
ajeer-227	120	1	this	this	DET
ajeer-227	120	2	study	study	NOUN
ajeer-227	120	3	would	would	AUX
ajeer-227	120	4	highlight	highlight	VERB
ajeer-227	120	5	the	the	DET
ajeer-227	120	6	weak	weak	ADJ
ajeer-227	120	7	aspects	aspect	NOUN
ajeer-227	120	8	of	of	ADP
ajeer-227	120	9	the	the	DET
ajeer-227	120	10	management	management	NOUN
ajeer-227	120	11	of	of	ADP
ajeer-227	120	12	institutions	institution	NOUN
ajeer-227	120	13	through	through	ADP
ajeer-227	120	14	comparative	comparative	ADJ
ajeer-227	120	15	inputs	input	NOUN
ajeer-227	120	16	/	/	SYM
ajeer-227	120	17	outputs	output	NOUN
ajeer-227	120	18	analysis	analysis	NOUN
ajeer-227	120	19	and	and	CCONJ
ajeer-227	120	20	provide	provide	VERB
ajeer-227	120	21	proposition	proposition	NOUN
ajeer-227	120	22	to	to	PART
ajeer-227	120	23	make	make	VERB
ajeer-227	120	24	changes	change	NOUN
ajeer-227	120	25	in	in	ADP
ajeer-227	120	26	quantity	quantity	NOUN
ajeer-227	120	27	and	and	CCONJ
ajeer-227	120	28	quality	quality	NOUN
ajeer-227	120	29	of	of	ADP
ajeer-227	120	30	inputs	input	NOUN
ajeer-227	120	31	and	and	CCONJ
ajeer-227	120	32	outputs	output	NOUN
ajeer-227	120	33	variables	variable	NOUN
ajeer-227	120	34	in	in	ADP
ajeer-227	120	35	order	order	NOUN
ajeer-227	120	36	to	to	PART
ajeer-227	120	37	achieve	achieve	VERB
ajeer-227	120	38	high	high	ADJ
ajeer-227	120	39	rank	rank	NOUN
ajeer-227	120	40	of	of	ADP
ajeer-227	120	41	efficiency	efficiency	NOUN
ajeer-227	120	42	.	.	PUNCT
ajeer-227	121	1	district	district	NOUN
ajeer-227	121	2	with	with	ADP
ajeer-227	121	3	medical	medical	ADJ
ajeer-227	121	4	colleges	college	NOUN
ajeer-227	121	5	/	/	SYM
ajeer-227	121	6	teaching	teaching	NOUN
ajeer-227	121	7	hospitals	hospital	NOUN
ajeer-227	121	8	public	public	ADJ
ajeer-227	121	9	medical	medical	ADJ
ajeer-227	121	10	institutions	institution	NOUN
ajeer-227	121	11	attached	attach	VERB
ajeer-227	121	12	tertiary	tertiary	ADJ
ajeer-227	121	13	care	care	NOUN
ajeer-227	121	14	hospital	hospital	PROPN
ajeer-227	121	15	private	private	ADJ
ajeer-227	121	16	medical	medical	ADJ
ajeer-227	121	17	institutions	institution	NOUN
ajeer-227	121	18	attached	attach	VERB
ajeer-227	121	19	tertiary	tertiary	ADJ
ajeer-227	121	20	care	care	NOUN
ajeer-227	121	21	hospital	hospital	NOUN
ajeer-227	121	22	lahore	lahore	PROPN
ajeer-227	121	23	06	06	NUM
ajeer-227	122	1	08	08	NUM
ajeer-227	122	2	14	14	NUM
ajeer-227	122	3	22	22	NUM
ajeer-227	122	4	faisalabad	faisalabad	PROPN
ajeer-227	122	5	01	01	NUM
ajeer-227	122	6	02	02	NUM
ajeer-227	122	7	03	03	NUM
ajeer-227	122	8	04	04	NUM
ajeer-227	122	9	sialkot	sialkot	NOUN
ajeer-227	122	10	01	01	NUM
ajeer-227	122	11	02	02	NUM
ajeer-227	122	12	02	02	NUM
ajeer-227	122	13	05	05	NUM
ajeer-227	122	14	multan	multan	PROPN
ajeer-227	122	15	01	01	NUM
ajeer-227	122	16	01	01	NUM
ajeer-227	122	17	03	03	NUM
ajeer-227	122	18	03	03	NUM
ajeer-227	122	19	gujarat	gujarat	NOUN
ajeer-227	122	20	01	01	NUM
ajeer-227	122	21	01	01	NUM
ajeer-227	122	22	01	01	NUM
ajeer-227	122	23	03	03	NUM
ajeer-227	122	24	rawalpindi	rawalpindi	PROPN
ajeer-227	122	25	/	/	SYM
ajeer-227	122	26	islamabad	islamabad	PROPN
ajeer-227	122	27	03	03	NUM
ajeer-227	122	28	07	07	NUM
ajeer-227	122	29	09	09	NUM
ajeer-227	122	30	14	14	NUM
ajeer-227	122	31	sargodha	sargodha	PROPN
ajeer-227	122	32	01	01	NUM
ajeer-227	122	33	01	01	NUM
ajeer-227	122	34	01	01	NUM
ajeer-227	122	35	02	02	NUM
ajeer-227	122	36	sheikhupura	sheikhupura	NOUN
ajeer-227	122	37	00	00	NUM
ajeer-227	122	38	00	00	NUM
ajeer-227	122	39	01	01	NUM
ajeer-227	122	40	02	02	NUM
ajeer-227	122	41	wah	wah	NOUN
ajeer-227	122	42	cantt	cantt	PROPN
ajeer-227	122	43	00	00	PUNCT
ajeer-227	122	44	00	00	NUM
ajeer-227	122	45	01	01	NUM
ajeer-227	122	46	01	01	NUM
ajeer-227	122	47	sahiwal	sahiwal	PROPN
ajeer-227	122	48	,	,	PUNCT
ajeer-227	122	49	gujranwala	gujranwala	PROPN
ajeer-227	122	50	,	,	PUNCT
ajeer-227	122	51	bahawalpur	bahawalpur	PROPN
ajeer-227	122	52	,	,	PUNCT
ajeer-227	122	53	rahim	rahim	PROPN
ajeer-227	122	54	yar	yar	PROPN
ajeer-227	122	55	khan	khan	PROPN
ajeer-227	122	56	,	,	PUNCT
ajeer-227	122	57	dg	dg	PROPN
ajeer-227	122	58	khan	khan	PROPN
ajeer-227	122	59	05	05	NUM
ajeer-227	122	60	(	(	PUNCT
ajeer-227	122	61	01	01	NUM
ajeer-227	122	62	each	each	DET
ajeer-227	122	63	)	)	PUNCT
ajeer-227	122	64	06	06	NUM
ajeer-227	122	65	0	0	SYM
ajeer-227	122	66	0	0	NUM
ajeer-227	122	67	total	total	NOUN
ajeer-227	122	68	19	19	NUM
ajeer-227	122	69	28	28	NUM
ajeer-227	122	70	35	35	NUM
ajeer-227	122	71	56	56	NUM
ajeer-227	122	72	asian	asian	ADJ
ajeer-227	122	73	journal	journal	NOUN
ajeer-227	122	74	of	of	ADP
ajeer-227	122	75	economics	economic	NOUN
ajeer-227	122	76	and	and	CCONJ
ajeer-227	122	77	empirical	empirical	ADJ
ajeer-227	122	78	research	research	NOUN
ajeer-227	122	79	,	,	PUNCT
ajeer-227	122	80	2017	2017	NUM
ajeer-227	122	81	,	,	PUNCT
ajeer-227	122	82	4(1	4(1	NOUN
ajeer-227	122	83	):	):	PUNCT
ajeer-227	122	84	14	14	NUM
ajeer-227	122	85	-	-	SYM
ajeer-227	122	86	24	24	NUM
ajeer-227	122	87	18	18	NUM
ajeer-227	122	88	6	6	NUM
ajeer-227	122	89	.	.	PUNCT
ajeer-227	123	1	organization	organization	NOUN
ajeer-227	123	2	of	of	ADP
ajeer-227	123	3	the	the	DET
ajeer-227	123	4	study	study	NOUN
ajeer-227	123	5	the	the	DET
ajeer-227	123	6	rest	rest	NOUN
ajeer-227	123	7	of	of	ADP
ajeer-227	123	8	the	the	DET
ajeer-227	123	9	study	study	NOUN
ajeer-227	123	10	is	be	AUX
ajeer-227	123	11	ordered	order	VERB
ajeer-227	123	12	as	as	SCONJ
ajeer-227	123	13	the	the	DET
ajeer-227	123	14	next	next	ADJ
ajeer-227	123	15	part	part	NOUN
ajeer-227	123	16	gives	give	VERB
ajeer-227	123	17	a	a	DET
ajeer-227	123	18	brief	brief	ADJ
ajeer-227	123	19	view	view	NOUN
ajeer-227	123	20	of	of	ADP
ajeer-227	123	21	data	datum	NOUN
ajeer-227	123	22	envelopment	envelopment	ADJ
ajeer-227	123	23	analysis	analysis	NOUN
ajeer-227	123	24	literature	literature	NOUN
ajeer-227	123	25	and	and	CCONJ
ajeer-227	123	26	mathematical	mathematical	ADJ
ajeer-227	123	27	framework	framework	NOUN
ajeer-227	123	28	.	.	PUNCT
ajeer-227	124	1	part	part	NOUN
ajeer-227	124	2	7	7	NUM
ajeer-227	124	3	-	-	SYM
ajeer-227	124	4	11	11	NUM
ajeer-227	124	5	discusses	discuss	VERB
ajeer-227	124	6	the	the	DET
ajeer-227	124	7	theoretical	theoretical	ADJ
ajeer-227	124	8	and	and	CCONJ
ajeer-227	124	9	mathematical	mathematical	ADJ
ajeer-227	124	10	framework	framework	NOUN
ajeer-227	124	11	of	of	ADP
ajeer-227	124	12	methodology	methodology	NOUN
ajeer-227	124	13	,	,	PUNCT
ajeer-227	124	14	selected	select	VERB
ajeer-227	124	15	variables	variable	NOUN
ajeer-227	124	16	and	and	CCONJ
ajeer-227	124	17	its	its	PRON
ajeer-227	124	18	description	description	NOUN
ajeer-227	124	19	,	,	PUNCT
ajeer-227	124	20	data	data	NOUN
ajeer-227	124	21	compilation	compilation	NOUN
ajeer-227	124	22	etc	etc	X
ajeer-227	124	23	.	.	X
ajeer-227	124	24	part	part	NOUN
ajeer-227	124	25	12	12	NUM
ajeer-227	124	26	-	-	SYM
ajeer-227	124	27	19	19	NUM
ajeer-227	124	28	talked	talk	VERB
ajeer-227	124	29	about	about	ADP
ajeer-227	124	30	the	the	DET
ajeer-227	124	31	results	result	NOUN
ajeer-227	124	32	derived	derive	VERB
ajeer-227	124	33	from	from	ADP
ajeer-227	124	34	empirical	empirical	ADJ
ajeer-227	124	35	data	datum	NOUN
ajeer-227	124	36	.	.	PUNCT
ajeer-227	125	1	the	the	DET
ajeer-227	125	2	conclusion	conclusion	NOUN
ajeer-227	125	3	with	with	ADP
ajeer-227	125	4	the	the	DET
ajeer-227	125	5	final	final	ADJ
ajeer-227	125	6	comments	comment	NOUN
ajeer-227	125	7	and	and	CCONJ
ajeer-227	125	8	future	future	ADJ
ajeer-227	125	9	extension	extension	NOUN
ajeer-227	125	10	has	have	AUX
ajeer-227	125	11	been	be	AUX
ajeer-227	125	12	given	give	VERB
ajeer-227	125	13	in	in	ADP
ajeer-227	125	14	last	last	ADJ
ajeer-227	125	15	part	part	NOUN
ajeer-227	125	16	.	.	PUNCT
ajeer-227	126	1	7	7	X
ajeer-227	126	2	.	.	X
ajeer-227	126	3	theoretical	theoretical	ADJ
ajeer-227	126	4	framework	framework	NOUN
ajeer-227	126	5	of	of	ADP
ajeer-227	126	6	dea	dea	PROPN
ajeer-227	126	7	the	the	DET
ajeer-227	126	8	concepts	concept	NOUN
ajeer-227	126	9	of	of	ADP
ajeer-227	126	10	efficiency	efficiency	NOUN
ajeer-227	126	11	used	use	VERB
ajeer-227	126	12	in	in	ADP
ajeer-227	126	13	this	this	DET
ajeer-227	126	14	study	study	NOUN
ajeer-227	126	15	means	mean	VERB
ajeer-227	126	16	the	the	DET
ajeer-227	126	17	technical	technical	ADJ
ajeer-227	126	18	efficiency	efficiency	NOUN
ajeer-227	126	19	.	.	PUNCT
ajeer-227	127	1	a	a	DET
ajeer-227	127	2	decision	decision	NOUN
ajeer-227	127	3	-	-	PUNCT
ajeer-227	127	4	making	make	VERB
ajeer-227	127	5	unit	unit	NOUN
ajeer-227	127	6	(	(	PUNCT
ajeer-227	127	7	dmu	dmu	PROPN
ajeer-227	127	8	)	)	PUNCT
ajeer-227	127	9	is	be	AUX
ajeer-227	127	10	considered	consider	VERB
ajeer-227	127	11	technically	technically	ADV
ajeer-227	127	12	efficient	efficient	ADJ
ajeer-227	127	13	if	if	SCONJ
ajeer-227	127	14	it	it	PRON
ajeer-227	127	15	is	be	AUX
ajeer-227	127	16	an	an	DET
ajeer-227	127	17	efficient	efficient	ADJ
ajeer-227	127	18	producer	producer	NOUN
ajeer-227	127	19	of	of	ADP
ajeer-227	127	20	the	the	DET
ajeer-227	127	21	product	product	NOUN
ajeer-227	127	22	or	or	CCONJ
ajeer-227	127	23	service	service	NOUN
ajeer-227	127	24	relative	relative	ADJ
ajeer-227	127	25	to	to	ADP
ajeer-227	127	26	others	other	NOUN
ajeer-227	127	27	.	.	PUNCT
ajeer-227	128	1	the	the	DET
ajeer-227	128	2	classical	classical	ADJ
ajeer-227	128	3	linear	linear	NOUN
ajeer-227	128	4	programming	programming	NOUN
ajeer-227	128	5	provides	provide	VERB
ajeer-227	128	6	rationale	rationale	NOUN
ajeer-227	128	7	for	for	ADP
ajeer-227	128	8	data	datum	NOUN
ajeer-227	128	9	envelopment	envelopment	ADJ
ajeer-227	128	10	analysis	analysis	NOUN
ajeer-227	128	11	(	(	PUNCT
ajeer-227	128	12	dea	dea	NOUN
ajeer-227	128	13	)	)	PUNCT
ajeer-227	128	14	technique	technique	NOUN
ajeer-227	128	15	.	.	PUNCT
ajeer-227	129	1	dea	dea	PROPN
ajeer-227	129	2	sometimes	sometimes	ADV
ajeer-227	129	3	known	know	VERB
ajeer-227	129	4	as	as	ADP
ajeer-227	129	5	frontier	frontier	NOUN
ajeer-227	129	6	analysis	analysis	NOUN
ajeer-227	129	7	is	be	AUX
ajeer-227	129	8	non	non	ADJ
ajeer-227	129	9	-	-	ADJ
ajeer-227	129	10	parametric	parametric	ADJ
ajeer-227	129	11	mathematical	mathematical	ADJ
ajeer-227	129	12	procedure	procedure	NOUN
ajeer-227	129	13	used	use	VERB
ajeer-227	129	14	to	to	PART
ajeer-227	129	15	calculate	calculate	VERB
ajeer-227	129	16	the	the	DET
ajeer-227	129	17	relative	relative	ADJ
ajeer-227	129	18	efficiency	efficiency	NOUN
ajeer-227	129	19	and	and	CCONJ
ajeer-227	129	20	productivity	productivity	NOUN
ajeer-227	129	21	of	of	ADP
ajeer-227	129	22	managerial	managerial	ADJ
ajeer-227	129	23	decision	decision	NOUN
ajeer-227	129	24	making	make	VERB
ajeer-227	129	25	units	unit	NOUN
ajeer-227	129	26	which	which	PRON
ajeer-227	129	27	possess	possess	VERB
ajeer-227	129	28	several	several	ADJ
ajeer-227	129	29	inputs	input	NOUN
ajeer-227	129	30	and	and	CCONJ
ajeer-227	129	31	outputs	output	NOUN
ajeer-227	129	32	.	.	PUNCT
ajeer-227	130	1	the	the	DET
ajeer-227	130	2	dea	dea	PROPN
ajeer-227	130	3	has	have	AUX
ajeer-227	130	4	been	be	AUX
ajeer-227	130	5	pioneered	pioneer	VERB
ajeer-227	130	6	by	by	ADP
ajeer-227	130	7	charnes	charne	NOUN
ajeer-227	130	8	et	et	PROPN
ajeer-227	130	9	al	al	PROPN
ajeer-227	130	10	.	.	PUNCT
ajeer-227	130	11	(	(	PUNCT
ajeer-227	130	12	1978	1978	NUM
ajeer-227	130	13	)	)	PUNCT
ajeer-227	130	14	.	.	PUNCT
ajeer-227	131	1	the	the	DET
ajeer-227	131	2	dea	dea	PROPN
ajeer-227	131	3	model	model	NOUN
ajeer-227	131	4	given	give	VERB
ajeer-227	131	5	by	by	ADP
ajeer-227	131	6	charnes	charne	NOUN
ajeer-227	131	7	was	be	AUX
ajeer-227	131	8	known	know	VERB
ajeer-227	131	9	as	as	ADP
ajeer-227	131	10	ccr	ccr	PROPN
ajeer-227	131	11	model	model	PROPN
ajeer-227	131	12	.	.	PUNCT
ajeer-227	132	1	the	the	DET
ajeer-227	132	2	ccr	ccr	PROPN
ajeer-227	132	3	model	model	NOUN
ajeer-227	132	4	was	be	AUX
ajeer-227	132	5	initially	initially	ADV
ajeer-227	132	6	applied	apply	VERB
ajeer-227	132	7	only	only	ADV
ajeer-227	132	8	on	on	ADP
ajeer-227	132	9	those	those	DET
ajeer-227	132	10	technologies	technology	NOUN
ajeer-227	132	11	distinguished	distinguish	VERB
ajeer-227	132	12	by	by	ADP
ajeer-227	132	13	constant	constant	ADJ
ajeer-227	132	14	return	return	NOUN
ajeer-227	132	15	to	to	ADP
ajeer-227	132	16	scale	scale	NOUN
ajeer-227	132	17	.	.	PUNCT
ajeer-227	133	1	some	some	DET
ajeer-227	133	2	extensions	extension	NOUN
ajeer-227	133	3	were	be	AUX
ajeer-227	133	4	made	make	VERB
ajeer-227	133	5	in	in	ADP
ajeer-227	133	6	ccr	ccr	PROPN
ajeer-227	133	7	model	model	NOUN
ajeer-227	133	8	by	by	ADP
ajeer-227	133	9	banker	banker	PROPN
ajeer-227	133	10	et	et	PROPN
ajeer-227	133	11	al	al	PROPN
ajeer-227	133	12	.	.	PROPN
ajeer-227	134	1	(	(	PUNCT
ajeer-227	134	2	1984	1984	NUM
ajeer-227	134	3	)	)	PUNCT
ajeer-227	135	1	to	to	PART
ajeer-227	135	2	address	address	VERB
ajeer-227	135	3	the	the	DET
ajeer-227	135	4	technologies	technology	NOUN
ajeer-227	135	5	categorized	categorize	VERB
ajeer-227	135	6	by	by	ADP
ajeer-227	135	7	variable	variable	ADJ
ajeer-227	135	8	return	return	NOUN
ajeer-227	135	9	to	to	ADP
ajeer-227	135	10	scale	scale	NOUN
ajeer-227	135	11	.	.	PUNCT
ajeer-227	136	1	until	until	ADP
ajeer-227	136	2	now	now	ADV
ajeer-227	136	3	,	,	PUNCT
ajeer-227	136	4	the	the	DET
ajeer-227	136	5	significant	significant	ADJ
ajeer-227	136	6	developments	development	NOUN
ajeer-227	136	7	in	in	ADP
ajeer-227	136	8	dea	dea	PROPN
ajeer-227	136	9	were	be	AUX
ajeer-227	136	10	acknowledged	acknowledge	VERB
ajeer-227	136	11	by	by	ADP
ajeer-227	136	12	.	.	PUNCT
ajeer-227	137	1	at	at	ADP
ajeer-227	137	2	the	the	DET
ajeer-227	137	3	present	present	ADJ
ajeer-227	137	4	time	time	NOUN
ajeer-227	137	5	,	,	PUNCT
ajeer-227	137	6	the	the	DET
ajeer-227	137	7	usage	usage	NOUN
ajeer-227	137	8	of	of	ADP
ajeer-227	137	9	dea	dea	PROPN
ajeer-227	137	10	methodology	methodology	NOUN
ajeer-227	137	11	to	to	PART
ajeer-227	137	12	compute	compute	VERB
ajeer-227	137	13	the	the	DET
ajeer-227	137	14	relative	relative	ADJ
ajeer-227	137	15	efficiency	efficiency	NOUN
ajeer-227	137	16	of	of	ADP
ajeer-227	137	17	homogenous	homogenous	ADJ
ajeer-227	137	18	decision	decision	NOUN
ajeer-227	137	19	making	make	VERB
ajeer-227	137	20	units	unit	NOUN
ajeer-227	137	21	of	of	ADP
ajeer-227	137	22	profit	profit	NOUN
ajeer-227	137	23	and	and	CCONJ
ajeer-227	137	24	non	non	ADJ
ajeer-227	137	25	-	-	ADJ
ajeer-227	137	26	profit	profit	ADJ
ajeer-227	137	27	organization	organization	NOUN
ajeer-227	137	28	,	,	PUNCT
ajeer-227	137	29	for	for	ADP
ajeer-227	137	30	example	example	NOUN
ajeer-227	137	31	universities	university	NOUN
ajeer-227	137	32	,	,	PUNCT
ajeer-227	137	33	schools	school	NOUN
ajeer-227	137	34	,	,	PUNCT
ajeer-227	137	35	police	police	NOUN
ajeer-227	137	36	stations	station	NOUN
ajeer-227	137	37	,	,	PUNCT
ajeer-227	137	38	public	public	ADJ
ajeer-227	137	39	and	and	CCONJ
ajeer-227	137	40	private	private	ADJ
ajeer-227	137	41	libraries	library	NOUN
ajeer-227	137	42	,	,	PUNCT
ajeer-227	137	43	agricultural	agricultural	ADJ
ajeer-227	137	44	farms	farm	NOUN
ajeer-227	137	45	,	,	PUNCT
ajeer-227	137	46	hospitals	hospital	NOUN
ajeer-227	137	47	,	,	PUNCT
ajeer-227	137	48	insurance	insurance	NOUN
ajeer-227	137	49	companies	company	NOUN
ajeer-227	137	50	,	,	PUNCT
ajeer-227	137	51	commercial	commercial	ADJ
ajeer-227	137	52	banks	bank	NOUN
ajeer-227	137	53	,	,	PUNCT
ajeer-227	137	54	national	national	ADJ
ajeer-227	137	55	parks	park	NOUN
ajeer-227	137	56	have	have	AUX
ajeer-227	137	57	become	become	VERB
ajeer-227	137	58	very	very	ADV
ajeer-227	137	59	common	common	ADJ
ajeer-227	137	60	.	.	PUNCT
ajeer-227	138	1	the	the	DET
ajeer-227	138	2	following	follow	VERB
ajeer-227	138	3	table	table	NOUN
ajeer-227	138	4	gives	give	VERB
ajeer-227	138	5	us	we	PRON
ajeer-227	138	6	information	information	NOUN
ajeer-227	138	7	about	about	ADP
ajeer-227	138	8	record	record	NOUN
ajeer-227	138	9	of	of	ADP
ajeer-227	138	10	the	the	DET
ajeer-227	138	11	references	reference	NOUN
ajeer-227	138	12	published	publish	VERB
ajeer-227	138	13	on	on	ADP
ajeer-227	138	14	the	the	DET
ajeer-227	138	15	use	use	NOUN
ajeer-227	138	16	of	of	ADP
ajeer-227	138	17	dea	dea	PROPN
ajeer-227	138	18	methodology	methodology	NOUN
ajeer-227	138	19	from	from	ADP
ajeer-227	138	20	1978	1978	NUM
ajeer-227	138	21	through	through	ADP
ajeer-227	138	22	2016	2016	NUM
ajeer-227	138	23	.	.	PUNCT
ajeer-227	139	1	this	this	DET
ajeer-227	139	2	information	information	NOUN
ajeer-227	139	3	table	table	NOUN
ajeer-227	139	4	supported	support	VERB
ajeer-227	139	5	the	the	DET
ajeer-227	139	6	growth	growth	NOUN
ajeer-227	139	7	of	of	ADP
ajeer-227	139	8	dea	dea	PROPN
ajeer-227	139	9	as	as	ADP
ajeer-227	139	10	an	an	DET
ajeer-227	139	11	acknowledged	acknowledge	VERB
ajeer-227	139	12	effective	effective	ADJ
ajeer-227	139	13	tool	tool	NOUN
ajeer-227	139	14	in	in	ADP
ajeer-227	139	15	a	a	DET
ajeer-227	139	16	various	various	ADJ
ajeer-227	139	17	set	set	NOUN
ajeer-227	139	18	of	of	ADP
ajeer-227	139	19	fields	field	NOUN
ajeer-227	139	20	.	.	PUNCT
ajeer-227	140	1	table-4	table-4	NOUN
ajeer-227	140	2	.	.	PUNCT
ajeer-227	140	3	list	list	NOUN
ajeer-227	140	4	of	of	ADP
ajeer-227	140	5	the	the	DET
ajeer-227	140	6	most	most	ADV
ajeer-227	140	7	popular	popular	ADJ
ajeer-227	140	8	keywords	keyword	NOUN
ajeer-227	140	9	by	by	ADP
ajeer-227	140	10	number	number	NOUN
ajeer-227	140	11	or	or	CCONJ
ajeer-227	140	12	publication	publication	NOUN
ajeer-227	140	13	keywords	keyword	NOUN
ajeer-227	140	14	number	number	NOUN
ajeer-227	140	15	of	of	ADP
ajeer-227	140	16	publications	publication	NOUN
ajeer-227	140	17	keywords	keyword	VERB
ajeer-227	140	18	number	number	NOUN
ajeer-227	140	19	of	of	ADP
ajeer-227	140	20	publication	publication	NOUN
ajeer-227	140	21	bank	bank	PROPN
ajeer-227	140	22	or	or	CCONJ
ajeer-227	140	23	banking	banking	NOUN
ajeer-227	140	24	4730	4730	NUM
ajeer-227	140	25	non	non	ADJ
ajeer-227	140	26	-	-	ADJ
ajeer-227	140	27	parametric	parametric	ADJ
ajeer-227	140	28	3540	3540	NUM
ajeer-227	140	29	dea	dea	NOUN
ajeer-227	140	30	or	or	CCONJ
ajeer-227	140	31	data	data	VERB
ajeer-227	140	32	envelopment	envelopment	ADJ
ajeer-227	140	33	analysis	analysis	NOUN
ajeer-227	140	34	17600	17600	NUM
ajeer-227	140	35	mathematical	mathematical	ADJ
ajeer-227	140	36	programming	programming	NOUN
ajeer-227	140	37	13200	13200	NUM
ajeer-227	140	38	decision	decision	NOUN
ajeer-227	140	39	making	make	VERB
ajeer-227	140	40	units	unit	NOUN
ajeer-227	140	41	29600	29600	NUM
ajeer-227	140	42	health	health	NOUN
ajeer-227	140	43	care	care	NOUN
ajeer-227	140	44	or	or	CCONJ
ajeer-227	140	45	hospital	hospital	NOUN
ajeer-227	140	46	69	69	NUM
ajeer-227	140	47	decision	decision	NOUN
ajeer-227	140	48	theory	theory	NOUN
ajeer-227	140	49	36800	36800	NUM
ajeer-227	140	50	non	non	ADJ
ajeer-227	140	51	-	-	ADJ
ajeer-227	140	52	parametric	parametric	ADJ
ajeer-227	140	53	statistics	statistic	NOUN
ajeer-227	140	54	2620	2620	NUM
ajeer-227	140	55	economics	economic	NOUN
ajeer-227	140	56	of	of	ADP
ajeer-227	140	57	dea	dea	PROPN
ajeer-227	140	58	16300	16300	NUM
ajeer-227	140	59	education	education	NOUN
ajeer-227	140	60	9520	9520	NUM
ajeer-227	140	61	efficiency	efficiency	NOUN
ajeer-227	140	62	651000	651000	NUM
ajeer-227	140	63	optimization	optimization	NOUN
ajeer-227	140	64	4700	4700	NUM
ajeer-227	140	65	linear	linear	PROPN
ajeer-227	140	66	programming	programming	NOUN
ajeer-227	140	67	17900	17900	NUM
ajeer-227	140	68	multivariate	multivariate	NOUN
ajeer-227	140	69	analysis	analysis	NOUN
ajeer-227	140	70	1680	1680	NUM
ajeer-227	140	71	management	management	NOUN
ajeer-227	140	72	16,100	16,100	NUM
ajeer-227	140	73	regression	regression	NOUN
ajeer-227	140	74	analysis	analysis	NOUN
ajeer-227	140	75	5530	5530	NUM
ajeer-227	140	76	mathematical	mathematical	ADJ
ajeer-227	140	77	models	model	NOUN
ajeer-227	140	78	19100	19100	NUM
ajeer-227	140	79	production	production	NOUN
ajeer-227	140	80	753	753	NUM
ajeer-227	140	81	operational	operational	ADJ
ajeer-227	140	82	research	research	NOUN
ajeer-227	140	83	18900	18900	NUM
ajeer-227	140	84	benchmarking	benchmarke	VERB
ajeer-227	140	85	1960	1960	NUM
ajeer-227	140	86	performance	performance	NOUN
ajeer-227	140	87	(	(	PUNCT
ajeer-227	140	88	management	management	NOUN
ajeer-227	140	89	or	or	CCONJ
ajeer-227	140	90	evaluation	evaluation	NOUN
ajeer-227	140	91	)	)	PUNCT
ajeer-227	140	92	9090	9090	NUM
ajeer-227	140	93	resource	resource	NOUN
ajeer-227	140	94	utilization	utilization	NOUN
ajeer-227	140	95	2700	2700	NUM
ajeer-227	140	96	productivity	productivity	NOUN
ajeer-227	140	97	48200	48200	NUM
ajeer-227	140	98	parametric	parametric	ADJ
ajeer-227	140	99	80	80	NUM
ajeer-227	140	100	technical	technical	ADJ
ajeer-227	140	101	efficiency	efficiency	NOUN
ajeer-227	140	102	22,000	22,000	NUM
ajeer-227	140	103	statistical	statistical	ADJ
ajeer-227	140	104	analysis	analysis	NOUN
ajeer-227	140	105	58	58	NUM
ajeer-227	140	106	source	source	NOUN
ajeer-227	140	107	:	:	PUNCT
ajeer-227	140	108	authors	author	NOUN
ajeer-227	140	109	search	search	VERB
ajeer-227	140	110	by	by	ADP
ajeer-227	140	111	using	use	VERB
ajeer-227	140	112	google	google	PROPN
ajeer-227	140	113	scholar	scholar	NOUN
ajeer-227	140	114	search	search	NOUN
ajeer-227	140	115	engine	engine	NOUN
ajeer-227	140	116	8	8	NUM
ajeer-227	140	117	.	.	PUNCT
ajeer-227	140	118	mathematical	mathematical	ADJ
ajeer-227	140	119	frame	frame	NOUN
ajeer-227	140	120	work	work	NOUN
ajeer-227	140	121	of	of	ADP
ajeer-227	140	122	dea	dea	PROPN
ajeer-227	140	123	dea	dea	PROPN
ajeer-227	140	124	model	model	PROPN
ajeer-227	140	125	in	in	ADP
ajeer-227	140	126	mathematical	mathematical	ADJ
ajeer-227	140	127	form	form	NOUN
ajeer-227	140	128	can	can	AUX
ajeer-227	140	129	be	be	AUX
ajeer-227	140	130	written	write	VERB
ajeer-227	140	131	as	as	ADP
ajeer-227	140	132	following	follow	VERB
ajeer-227	140	133	:	:	PUNCT
ajeer-227	140	134	if	if	SCONJ
ajeer-227	140	135	all	all	DET
ajeer-227	140	136	decision	decision	NOUN
ajeer-227	140	137	-	-	PUNCT
ajeer-227	140	138	making	make	VERB
ajeer-227	140	139	units	unit	NOUN
ajeer-227	140	140	are	be	AUX
ajeer-227	140	141	expressed	express	VERB
ajeer-227	140	142	by	by	ADP
ajeer-227	140	143	n	n	CCONJ
ajeer-227	140	144	,	,	PUNCT
ajeer-227	140	145	every	every	DET
ajeer-227	140	146	dmu	dmu	PROPN
ajeer-227	140	147	has	have	VERB
ajeer-227	140	148	m	m	PROPN
ajeer-227	140	149	inputs	input	NOUN
ajeer-227	140	150	and	and	CCONJ
ajeer-227	140	151	n	n	PRON
ajeer-227	140	152	outputs	output	NOUN
ajeer-227	140	153	.	.	PUNCT
ajeer-227	141	1	the	the	DET
ajeer-227	141	2	technical	technical	ADJ
ajeer-227	141	3	efficiency	efficiency	NOUN
ajeer-227	141	4	score	score	NOUN
ajeer-227	141	5	of	of	ADP
ajeer-227	141	6	every	every	DET
ajeer-227	141	7	dmu	dmu	PROPN
ajeer-227	141	8	can	can	AUX
ajeer-227	141	9	be	be	AUX
ajeer-227	141	10	measured	measure	VERB
ajeer-227	141	11	by	by	ADP
ajeer-227	141	12	solving	solve	VERB
ajeer-227	141	13	the	the	DET
ajeer-227	141	14	following	follow	VERB
ajeer-227	141	15	model	model	NOUN
ajeer-227	141	16	proposed	propose	VERB
ajeer-227	141	17	by	by	ADP
ajeer-227	141	18	charnes	charne	NOUN
ajeer-227	141	19	et	et	PROPN
ajeer-227	141	20	al	al	PROPN
ajeer-227	141	21	.	.	PROPN
ajeer-227	141	22	(	(	PUNCT
ajeer-227	141	23	1978	1978	NUM
ajeer-227	141	24	)	)	PUNCT
ajeer-227	141	25			NOUN
ajeer-227	141	26			PROPN
ajeer-227	141	27	for	for	ADP
ajeer-227	141	28	each	each	DET
ajeer-227	141	29	dmu	dmu	PROPN
ajeer-227	141	30	p	p	NOUN
ajeer-227	142	1	=	=	PROPN
ajeer-227	142	2	1,2,3	1,2,3	NUM
ajeer-227	142	3	..........	..........	PUNCT
ajeer-227	143	1	p	p	NOUN
ajeer-227	143	2	n	n	NUM
ajeer-227	143	3	u	u	NOUN
ajeer-227	143	4	y	y	PROPN
ajeer-227	143	5	j	j	PROPN
ajeer-227	144	1	j	j	PROPN
ajeer-227	144	2	p	p	X
ajeer-227	144	3	j	j	PROPN
ajeer-227	145	1	=	=	PRON
ajeer-227	145	2	i	i	PRON
ajeer-227	145	3	maximize	maximize	VERB
ajeer-227	145	4	=	=	SYM
ajeer-227	145	5	e	e	NOUN
ajeer-227	145	6	p	p	NOUN
ajeer-227	145	7	m	m	PROPN
ajeer-227	145	8	v	v	NOUN
ajeer-227	145	9	x	x	X
ajeer-227	145	10	k	k	NOUN
ajeer-227	146	1	k	k	PROPN
ajeer-227	146	2	p	p	X
ajeer-227	146	3	k	k	PROPN
ajeer-227	146	4	=	=	SYM
ajeer-227	146	5	1	1	NUM
ajeer-227	146	6	n	n	NUM
ajeer-227	146	7	u	u	NOUN
ajeer-227	146	8	y	y	PROPN
ajeer-227	146	9	j	j	PROPN
ajeer-227	146	10	j	j	PROPN
ajeer-227	146	11	ij	ij	INTJ
ajeer-227	146	12	=	=	SYM
ajeer-227	146	13	1	1	NUM
ajeer-227	146	14	subject	subject	NOUN
ajeer-227	146	15	to	to	ADP
ajeer-227	146	16	£	£	SYM
ajeer-227	146	17	1	1	NUM
ajeer-227	146	18	"	"	PUNCT
ajeer-227	146	19	i	i	PRON
ajeer-227	146	20	m	m	VERB
ajeer-227	146	21	v	v	NOUN
ajeer-227	146	22	x	x	X
ajeer-227	146	23	k	k	PROPN
ajeer-227	146	24	k	k	X
ajeer-227	146	25	ik	ik	PROPN
ajeer-227	147	1	=	=	SYM
ajeer-227	147	2	1	1	NUM
ajeer-227	147	3	u	u	NOUN
ajeer-227	147	4	v	v	NUM
ajeer-227	147	5	³0	³0	NUM
ajeer-227	147	6	"	"	PUNCT
ajeer-227	147	7	k	k	PROPN
ajeer-227	147	8	,	,	PUNCT
ajeer-227	147	9	j	j	PROPN
ajeer-227	147	10	1j	1j	NUM
ajeer-227	147	11	,	,	PUNCT
ajeer-227	147	12	k	k	X
ajeer-227	147	13			X
ajeer-227	147	14			X
ajeer-227	147	15			X
ajeer-227	147	16			X
ajeer-227	147	17	where	where	SCONJ
ajeer-227	147	18	k	k	PROPN
ajeer-227	147	19	=	=	SYM
ajeer-227	147	20	1	1	NUM
ajeer-227	147	21	,	,	PUNCT
ajeer-227	147	22	2	2	NUM
ajeer-227	147	23	,	,	PUNCT
ajeer-227	147	24	3	3	NUM
ajeer-227	147	25	…	…	SYM
ajeer-227	147	26	……	……	NOUN
ajeer-227	147	27	.	.	PUNCT
ajeer-227	148	1	n	n	PRON
ajeer-227	148	2	j	j	NOUN
ajeer-227	148	3	=	=	SYM
ajeer-227	148	4	1	1	NUM
ajeer-227	148	5	,	,	PUNCT
ajeer-227	148	6	2	2	NUM
ajeer-227	148	7	,	,	PUNCT
ajeer-227	148	8	3	3	NUM
ajeer-227	148	9	…	…	NUM
ajeer-227	148	10	…	…	PUNCT
ajeer-227	148	11	…	…	PUNCT
ajeer-227	148	12	...	...	PUNCT
ajeer-227	149	1	m	m	VERB
ajeer-227	149	2	i	i	INTJ
ajeer-227	149	3	=	=	SYM
ajeer-227	149	4	i	i	PROPN
ajeer-227	149	5	,	,	PUNCT
ajeer-227	149	6	2	2	NUM
ajeer-227	149	7	,	,	PUNCT
ajeer-227	149	8	3	3	NUM
ajeer-227	149	9	…	…	NUM
ajeer-227	149	10	…	…	PUNCT
ajeer-227	149	11	…	…	PUNCT
ajeer-227	149	12	...	...	PUNCT
ajeer-227	149	13	n	n	NOUN
ajeer-227	149	14	=	=	PUNCT
ajeer-227	149	15	the	the	DET
ajeer-227	149	16	amount	amount	NOUN
ajeer-227	149	17	of	of	ADP
ajeer-227	149	18	output	output	NOUN
ajeer-227	149	19	j	j	PROPN
ajeer-227	149	20	produced	produce	VERB
ajeer-227	149	21	by	by	ADP
ajeer-227	149	22	ith	ith	PROPN
ajeer-227	149	23	unit	unit	NOUN
ajeer-227	149	24	,	,	PUNCT
ajeer-227	149	25	=	=	PUNCT
ajeer-227	149	26	the	the	DET
ajeer-227	149	27	amount	amount	NOUN
ajeer-227	149	28	of	of	ADP
ajeer-227	149	29	inputs	input	NOUN
ajeer-227	149	30	k	k	PROPN
ajeer-227	149	31	utilized	utilize	VERB
ajeer-227	149	32	by	by	ADP
ajeer-227	149	33	ith	ith	PROPN
ajeer-227	149	34	unit	unit	NOUN
ajeer-227	149	35	,	,	PUNCT
ajeer-227	149	36	=	=	NOUN
ajeer-227	149	37	weights	weight	NOUN
ajeer-227	149	38	given	give	VERB
ajeer-227	149	39	to	to	PART
ajeer-227	149	40	output	output	VERB
ajeer-227	149	41	j	j	PROPN
ajeer-227	150	1	=	=	PUNCT
ajeer-227	150	2	weights	weight	NOUN
ajeer-227	150	3	given	give	VERB
ajeer-227	150	4	to	to	ADP
ajeer-227	150	5	inputs	input	NOUN
ajeer-227	150	6	asian	asian	ADJ
ajeer-227	150	7	journal	journal	NOUN
ajeer-227	150	8	of	of	ADP
ajeer-227	150	9	economics	economic	NOUN
ajeer-227	150	10	and	and	CCONJ
ajeer-227	150	11	empirical	empirical	ADJ
ajeer-227	150	12	research	research	NOUN
ajeer-227	150	13	,	,	PUNCT
ajeer-227	150	14	2017	2017	NUM
ajeer-227	150	15	,	,	PUNCT
ajeer-227	150	16	4(1	4(1	NOUN
ajeer-227	150	17	):	):	PUNCT
ajeer-227	150	18	14	14	NUM
ajeer-227	150	19	-	-	SYM
ajeer-227	150	20	24	24	NUM
ajeer-227	150	21	19	19	NUM
ajeer-227	150	22	the	the	DET
ajeer-227	150	23	problem	problem	NOUN
ajeer-227	150	24	set	set	VERB
ajeer-227	150	25	shown	show	VERB
ajeer-227	150	26	in	in	ADP
ajeer-227	150	27	can	can	AUX
ajeer-227	150	28	be	be	AUX
ajeer-227	150	29	transformed	transform	VERB
ajeer-227	150	30	into	into	ADP
ajeer-227	150	31	linear	linear	ADJ
ajeer-227	150	32	programming	programming	NOUN
ajeer-227	150	33	as	as	ADP
ajeer-227	150	34	following	follow	VERB
ajeer-227	150	35	;	;	PUNCT
ajeer-227	150	36	decision	decision	NOUN
ajeer-227	150	37	variables	variable	NOUN
ajeer-227	150	38	the	the	DET
ajeer-227	150	39	weights	weight	NOUN
ajeer-227	150	40	are	be	AUX
ajeer-227	150	41	unidentified	unidentified	ADJ
ajeer-227	150	42	as	as	ADP
ajeer-227	150	43	priory	priory	NOUN
ajeer-227	150	44	.	.	PUNCT
ajeer-227	151	1	the	the	DET
ajeer-227	151	2	unknown	unknown	ADJ
ajeer-227	151	3	weights	weight	NOUN
ajeer-227	151	4	of	of	ADP
ajeer-227	151	5	outputs	output	NOUN
ajeer-227	151	6	ju	ju	PROPN
ajeer-227	151	7	and	and	CCONJ
ajeer-227	151	8	weights	weight	NOUN
ajeer-227	151	9	of	of	ADP
ajeer-227	151	10	inputs	input	NOUN
ajeer-227	151	11	kv	kv	PROPN
ajeer-227	151	12	are	be	AUX
ajeer-227	151	13	calculated	calculate	VERB
ajeer-227	151	14	via	via	ADP
ajeer-227	151	15	dea	dea	PROPN
ajeer-227	151	16	software	software	PROPN
ajeer-227	151	17	,	,	PUNCT
ajeer-227	151	18	by	by	ADP
ajeer-227	151	19	using	use	VERB
ajeer-227	151	20	the	the	DET
ajeer-227	151	21	data	datum	NOUN
ajeer-227	151	22	set	set	VERB
ajeer-227	151	23	of	of	ADP
ajeer-227	151	24	variables	variable	NOUN
ajeer-227	151	25	,	,	PUNCT
ajeer-227	151	26	as	as	ADP
ajeer-227	151	27	a	a	DET
ajeer-227	151	28	method	method	NOUN
ajeer-227	151	29	of	of	ADP
ajeer-227	151	30	measuring	measure	VERB
ajeer-227	151	31	the	the	DET
ajeer-227	151	32	relative	relative	ADJ
ajeer-227	151	33	efficiency	efficiency	NOUN
ajeer-227	151	34	of	of	ADP
ajeer-227	151	35	each	each	DET
ajeer-227	151	36	dmu	dmu	PROPN
ajeer-227	151	37	.	.	PUNCT
ajeer-227	152	1	these	these	DET
ajeer-227	152	2	unknown	unknown	ADJ
ajeer-227	152	3	weights	weight	NOUN
ajeer-227	152	4	are	be	AUX
ajeer-227	152	5	estimated	estimate	VERB
ajeer-227	152	6	individually	individually	ADV
ajeer-227	152	7	for	for	ADP
ajeer-227	152	8	each	each	DET
ajeer-227	152	9	unit	unit	NOUN
ajeer-227	152	10	of	of	ADP
ajeer-227	152	11	organization	organization	NOUN
ajeer-227	152	12	so	so	SCONJ
ajeer-227	152	13	that	that	SCONJ
ajeer-227	152	14	the	the	DET
ajeer-227	152	15	level	level	NOUN
ajeer-227	152	16	of	of	ADP
ajeer-227	152	17	highest	high	ADJ
ajeer-227	152	18	efficiency	efficiency	NOUN
ajeer-227	152	19	score	score	NOUN
ajeer-227	152	20	can	can	AUX
ajeer-227	152	21	be	be	AUX
ajeer-227	152	22	attained	attain	VERB
ajeer-227	152	23	.	.	PUNCT
ajeer-227	153	1	furthermore	furthermore	ADV
ajeer-227	153	2	,	,	PUNCT
ajeer-227	153	3	these	these	DET
ajeer-227	153	4	inputs	input	NOUN
ajeer-227	153	5	and	and	CCONJ
ajeer-227	153	6	outputs	output	NOUN
ajeer-227	153	7	weights	weight	NOUN
ajeer-227	153	8	should	should	AUX
ajeer-227	153	9	be	be	AUX
ajeer-227	153	10	categorically	categorically	ADV
ajeer-227	153	11	positive	positive	ADJ
ajeer-227	153	12	so	so	SCONJ
ajeer-227	153	13	that	that	SCONJ
ajeer-227	153	14	the	the	DET
ajeer-227	153	15	chance	chance	NOUN
ajeer-227	153	16	that	that	SCONJ
ajeer-227	153	17	some	some	DET
ajeer-227	153	18	inputs	input	NOUN
ajeer-227	153	19	or	or	CCONJ
ajeer-227	153	20	outputs	output	NOUN
ajeer-227	153	21	might	might	AUX
ajeer-227	153	22	be	be	AUX
ajeer-227	153	23	omitted	omit	VERB
ajeer-227	153	24	in	in	ADP
ajeer-227	153	25	the	the	DET
ajeer-227	153	26	process	process	NOUN
ajeer-227	153	27	of	of	ADP
ajeer-227	153	28	measuring	measure	VERB
ajeer-227	153	29	the	the	DET
ajeer-227	153	30	efficiency	efficiency	NOUN
ajeer-227	153	31	of	of	ADP
ajeer-227	153	32	each	each	DET
ajeer-227	153	33	dmu	dmu	PROPN
ajeer-227	153	34	can	can	AUX
ajeer-227	153	35	be	be	AUX
ajeer-227	153	36	avoided	avoid	VERB
ajeer-227	153	37	.	.	PUNCT
ajeer-227	154	1	9	9	X
ajeer-227	154	2	.	.	PUNCT
ajeer-227	154	3	constant	constant	ADJ
ajeer-227	154	4	return	return	NOUN
ajeer-227	154	5	to	to	PART
ajeer-227	154	6	scale	scale	VERB
ajeer-227	154	7	and	and	CCONJ
ajeer-227	154	8	variable	variable	ADJ
ajeer-227	154	9	return	return	NOUN
ajeer-227	154	10	to	to	PART
ajeer-227	154	11	scale	scale	VERB
ajeer-227	154	12	the	the	DET
ajeer-227	154	13	productivity	productivity	NOUN
ajeer-227	154	14	change	change	NOUN
ajeer-227	154	15	can	can	AUX
ajeer-227	154	16	be	be	AUX
ajeer-227	154	17	measured	measure	VERB
ajeer-227	154	18	under	under	ADP
ajeer-227	154	19	constant	constant	ADJ
ajeer-227	154	20	return	return	NOUN
ajeer-227	154	21	to	to	ADP
ajeer-227	154	22	scale	scale	VERB
ajeer-227	154	23	and	and	CCONJ
ajeer-227	154	24	variable	variable	ADJ
ajeer-227	154	25	return	return	NOUN
ajeer-227	154	26	to	to	ADP
ajeer-227	154	27	scale	scale	NOUN
ajeer-227	154	28	.	.	PUNCT
ajeer-227	155	1	the	the	DET
ajeer-227	155	2	constant	constant	ADJ
ajeer-227	155	3	return	return	NOUN
ajeer-227	155	4	to	to	AUX
ajeer-227	155	5	scale	scale	NOUN
ajeer-227	155	6	approach	approach	NOUN
ajeer-227	155	7	was	be	AUX
ajeer-227	155	8	pioneered	pioneer	VERB
ajeer-227	155	9	by	by	ADP
ajeer-227	155	10	charnes	charne	NOUN
ajeer-227	155	11	et	et	PROPN
ajeer-227	155	12	al	al	PROPN
ajeer-227	155	13	.	.	PUNCT
ajeer-227	155	14	(	(	PUNCT
ajeer-227	155	15	1978	1978	NUM
ajeer-227	155	16	)	)	PUNCT
ajeer-227	155	17	.	.	PUNCT
ajeer-227	156	1	while	while	SCONJ
ajeer-227	156	2	the	the	DET
ajeer-227	156	3	variable	variable	ADJ
ajeer-227	156	4	returns	return	NOUN
ajeer-227	156	5	to	to	PART
ajeer-227	156	6	scale	scale	VERB
ajeer-227	156	7	approach	approach	NOUN
ajeer-227	156	8	was	be	AUX
ajeer-227	156	9	introduced	introduce	VERB
ajeer-227	156	10	by	by	ADP
ajeer-227	156	11	banker	banker	PROPN
ajeer-227	156	12	et	et	PROPN
ajeer-227	156	13	al	al	PROPN
ajeer-227	156	14	.	.	PUNCT
ajeer-227	157	1	(	(	PUNCT
ajeer-227	157	2	1984	1984	NUM
ajeer-227	157	3	)	)	PUNCT
ajeer-227	157	4	.	.	PUNCT
ajeer-227	158	1	by	by	ADP
ajeer-227	158	2	constant	constant	ADJ
ajeer-227	158	3	return	return	NOUN
ajeer-227	158	4	to	to	PART
ajeer-227	158	5	scale	scale	VERB
ajeer-227	158	6	it	it	PRON
ajeer-227	158	7	means	mean	VERB
ajeer-227	158	8	that	that	SCONJ
ajeer-227	158	9	one	one	NUM
ajeer-227	158	10	unit	unit	NOUN
ajeer-227	158	11	change	change	NOUN
ajeer-227	158	12	in	in	ADP
ajeer-227	158	13	inputs	input	NOUN
ajeer-227	158	14	will	will	AUX
ajeer-227	158	15	cause	cause	VERB
ajeer-227	158	16	one	one	NUM
ajeer-227	158	17	unit	unit	NOUN
ajeer-227	158	18	change	change	NOUN
ajeer-227	158	19	in	in	ADP
ajeer-227	158	20	output	output	NOUN
ajeer-227	158	21	produced	produce	VERB
ajeer-227	158	22	while	while	SCONJ
ajeer-227	158	23	variable	variable	ADJ
ajeer-227	158	24	return	return	NOUN
ajeer-227	158	25	to	to	ADP
ajeer-227	158	26	scale	scale	NOUN
ajeer-227	158	27	means	mean	VERB
ajeer-227	158	28	that	that	SCONJ
ajeer-227	158	29	each	each	DET
ajeer-227	158	30	additional	additional	ADJ
ajeer-227	158	31	unit	unit	NOUN
ajeer-227	158	32	of	of	ADP
ajeer-227	158	33	input	input	NOUN
ajeer-227	158	34	will	will	AUX
ajeer-227	158	35	increase	increase	VERB
ajeer-227	158	36	the	the	DET
ajeer-227	158	37	output	output	NOUN
ajeer-227	158	38	more	more	ADJ
ajeer-227	158	39	than	than	ADP
ajeer-227	158	40	one	one	NUM
ajeer-227	158	41	unit	unit	NOUN
ajeer-227	158	42	.	.	PUNCT
ajeer-227	159	1	to	to	PART
ajeer-227	159	2	measure	measure	VERB
ajeer-227	159	3	the	the	DET
ajeer-227	159	4	relative	relative	ADJ
ajeer-227	159	5	efficiency	efficiency	NOUN
ajeer-227	159	6	of	of	ADP
ajeer-227	159	7	wildlife	wildlife	NOUN
ajeer-227	159	8	and	and	CCONJ
ajeer-227	159	9	public	public	ADJ
ajeer-227	159	10	and	and	CCONJ
ajeer-227	159	11	private	private	ADJ
ajeer-227	159	12	tertiary	tertiary	ADJ
ajeer-227	159	13	care	care	NOUN
ajeer-227	159	14	hospitals	hospital	NOUN
ajeer-227	159	15	and	and	CCONJ
ajeer-227	159	16	medical	medical	ADJ
ajeer-227	159	17	colleges	college	NOUN
ajeer-227	159	18	,	,	PUNCT
ajeer-227	159	19	dea	dea	PROPN
ajeer-227	159	20	has	have	AUX
ajeer-227	159	21	been	be	AUX
ajeer-227	159	22	used	use	VERB
ajeer-227	159	23	in	in	ADP
ajeer-227	159	24	this	this	DET
ajeer-227	159	25	study	study	NOUN
ajeer-227	159	26	.	.	PUNCT
ajeer-227	160	1	the	the	DET
ajeer-227	160	2	tertiary	tertiary	ADJ
ajeer-227	160	3	care	care	NOUN
ajeer-227	160	4	hospitals	hospital	NOUN
ajeer-227	160	5	in	in	ADP
ajeer-227	160	6	urban	urban	ADJ
ajeer-227	160	7	areas	area	NOUN
ajeer-227	160	8	and	and	CCONJ
ajeer-227	160	9	wildlife	wildlife	NOUN
ajeer-227	160	10	parks	park	NOUN
ajeer-227	160	11	are	be	AUX
ajeer-227	160	12	considered	consider	VERB
ajeer-227	160	13	one	one	NUM
ajeer-227	160	14	of	of	ADP
ajeer-227	160	15	the	the	DET
ajeer-227	160	16	very	very	ADV
ajeer-227	160	17	important	important	ADJ
ajeer-227	160	18	tool	tool	NOUN
ajeer-227	160	19	of	of	ADP
ajeer-227	160	20	curative	curative	ADJ
ajeer-227	160	21	health	health	NOUN
ajeer-227	160	22	and	and	CCONJ
ajeer-227	160	23	to	to	PART
ajeer-227	160	24	generate	generate	VERB
ajeer-227	160	25	economic	economic	ADJ
ajeer-227	160	26	gains	gain	NOUN
ajeer-227	160	27	for	for	ADP
ajeer-227	160	28	many	many	ADJ
ajeer-227	160	29	people	people	NOUN
ajeer-227	160	30	around	around	ADP
ajeer-227	160	31	the	the	DET
ajeer-227	160	32	area	area	NOUN
ajeer-227	160	33	of	of	ADP
ajeer-227	160	34	hospital	hospital	NOUN
ajeer-227	160	35	by	by	ADP
ajeer-227	160	36	producing	produce	VERB
ajeer-227	160	37	so	so	ADV
ajeer-227	160	38	many	many	ADJ
ajeer-227	160	39	activities	activity	NOUN
ajeer-227	160	40	.	.	PUNCT
ajeer-227	161	1	consequently	consequently	ADV
ajeer-227	161	2	,	,	PUNCT
ajeer-227	161	3	a	a	DET
ajeer-227	161	4	competent	competent	ADJ
ajeer-227	161	5	,	,	PUNCT
ajeer-227	161	6	adequate	adequate	ADJ
ajeer-227	161	7	,	,	PUNCT
ajeer-227	161	8	well	well	ADV
ajeer-227	161	9	organized	organized	ADJ
ajeer-227	161	10	and	and	CCONJ
ajeer-227	161	11	efficient	efficient	ADJ
ajeer-227	161	12	hospital	hospital	NOUN
ajeer-227	161	13	allows	allow	VERB
ajeer-227	161	14	metropolitans	metropolitan	NOUN
ajeer-227	161	15	to	to	PART
ajeer-227	161	16	offer	offer	VERB
ajeer-227	161	17	healthy	healthy	ADJ
ajeer-227	161	18	human	human	ADJ
ajeer-227	161	19	capital	capital	NOUN
ajeer-227	161	20	and	and	CCONJ
ajeer-227	161	21	also	also	ADV
ajeer-227	161	22	grows	grow	VERB
ajeer-227	161	23	as	as	ADP
ajeer-227	161	24	catalysts	catalyst	NOUN
ajeer-227	161	25	for	for	ADP
ajeer-227	161	26	economic	economic	ADJ
ajeer-227	161	27	,	,	PUNCT
ajeer-227	161	28	social	social	ADJ
ajeer-227	161	29	and	and	CCONJ
ajeer-227	161	30	ecological	ecological	ADJ
ajeer-227	161	31	development	development	NOUN
ajeer-227	161	32	.	.	PUNCT
ajeer-227	162	1	10	10	NUM
ajeer-227	162	2	.	.	PUNCT
ajeer-227	162	3	data	datum	NOUN
ajeer-227	162	4	and	and	CCONJ
ajeer-227	162	5	variable	variable	ADJ
ajeer-227	162	6	selection	selection	NOUN
ajeer-227	162	7	no	no	DET
ajeer-227	162	8	computerized	computerized	ADJ
ajeer-227	162	9	and	and	CCONJ
ajeer-227	162	10	centralized	centralized	ADJ
ajeer-227	162	11	data	datum	NOUN
ajeer-227	162	12	of	of	ADP
ajeer-227	162	13	medical	medical	ADJ
ajeer-227	162	14	colleges	college	NOUN
ajeer-227	162	15	was	be	AUX
ajeer-227	162	16	available	available	ADJ
ajeer-227	162	17	publicly	publicly	ADV
ajeer-227	162	18	.	.	PUNCT
ajeer-227	163	1	the	the	DET
ajeer-227	163	2	data	datum	NOUN
ajeer-227	163	3	of	of	ADP
ajeer-227	163	4	35	35	NUM
ajeer-227	163	5	medical	medical	ADJ
ajeer-227	163	6	colleges	college	NOUN
ajeer-227	163	7	and	and	CCONJ
ajeer-227	163	8	54	54	NUM
ajeer-227	163	9	attached	attach	VERB
ajeer-227	163	10	teaching	teaching	NOUN
ajeer-227	163	11	hospitals	hospital	NOUN
ajeer-227	163	12	in	in	ADP
ajeer-227	163	13	both	both	CCONJ
ajeer-227	163	14	public	public	ADJ
ajeer-227	163	15	and	and	CCONJ
ajeer-227	163	16	private	private	ADJ
ajeer-227	163	17	sector	sector	NOUN
ajeer-227	163	18	for	for	ADP
ajeer-227	163	19	the	the	DET
ajeer-227	163	20	year	year	NOUN
ajeer-227	163	21	2015	2015	NUM
ajeer-227	163	22	has	have	AUX
ajeer-227	163	23	been	be	AUX
ajeer-227	163	24	collected	collect	VERB
ajeer-227	163	25	through	through	ADP
ajeer-227	163	26	survey	survey	NOUN
ajeer-227	163	27	by	by	ADP
ajeer-227	163	28	the	the	DET
ajeer-227	163	29	punjab	punjab	PROPN
ajeer-227	163	30	economic	economic	PROPN
ajeer-227	163	31	research	research	PROPN
ajeer-227	163	32	institute	institute	PROPN
ajeer-227	163	33	(	(	PUNCT
ajeer-227	163	34	peri	peri	PROPN
ajeer-227	163	35	)	)	PUNCT
ajeer-227	163	36	team	team	NOUN
ajeer-227	163	37	.	.	PUNCT
ajeer-227	164	1	the	the	DET
ajeer-227	164	2	variables	variable	NOUN
ajeer-227	164	3	selected	select	VERB
ajeer-227	164	4	are	be	AUX
ajeer-227	164	5	different	different	ADJ
ajeer-227	164	6	from	from	ADP
ajeer-227	164	7	other	other	ADJ
ajeer-227	164	8	health	health	NOUN
ajeer-227	164	9	sector	sector	NOUN
ajeer-227	164	10	dmus	dmus	NOUN
ajeer-227	164	11	(	(	PUNCT
ajeer-227	164	12	hospitals	hospital	NOUN
ajeer-227	164	13	,	,	PUNCT
ajeer-227	164	14	bhus	bhus	NOUN
ajeer-227	164	15	,	,	PUNCT
ajeer-227	164	16	rhcs	rhcs	NOUN
ajeer-227	164	17	)	)	PUNCT
ajeer-227	164	18	due	due	ADP
ajeer-227	164	19	to	to	ADP
ajeer-227	164	20	change	change	VERB
ajeer-227	164	21	in	in	ADP
ajeer-227	164	22	responsibilities	responsibility	NOUN
ajeer-227	164	23	of	of	ADP
ajeer-227	164	24	each	each	PRON
ajeer-227	164	25	.	.	PUNCT
ajeer-227	165	1	only	only	ADV
ajeer-227	165	2	those	those	DET
ajeer-227	165	3	inputs	input	NOUN
ajeer-227	165	4	and	and	CCONJ
ajeer-227	165	5	outputs	output	NOUN
ajeer-227	165	6	variable	variable	NOUN
ajeer-227	165	7	are	be	AUX
ajeer-227	165	8	selected	select	VERB
ajeer-227	165	9	for	for	ADP
ajeer-227	165	10	analysis	analysis	NOUN
ajeer-227	165	11	,	,	PUNCT
ajeer-227	165	12	which	which	PRON
ajeer-227	165	13	reflect	reflect	VERB
ajeer-227	165	14	the	the	DET
ajeer-227	165	15	informative	informative	ADJ
ajeer-227	165	16	,	,	PUNCT
ajeer-227	165	17	comprehensive	comprehensive	ADJ
ajeer-227	165	18	and	and	CCONJ
ajeer-227	165	19	general	general	ADJ
ajeer-227	165	20	results	result	NOUN
ajeer-227	165	21	.	.	PUNCT
ajeer-227	166	1	for	for	ADP
ajeer-227	166	2	medical	medical	ADJ
ajeer-227	166	3	colleges	college	NOUN
ajeer-227	166	4	,	,	PUNCT
ajeer-227	166	5	we	we	PRON
ajeer-227	166	6	have	have	AUX
ajeer-227	166	7	considered	consider	VERB
ajeer-227	166	8	three	three	NUM
ajeer-227	166	9	outputs	output	NOUN
ajeer-227	166	10	such	such	ADJ
ajeer-227	166	11	as	as	ADP
ajeer-227	166	12	total	total	ADJ
ajeer-227	166	13	revenue	revenue	NOUN
ajeer-227	166	14	from	from	ADP
ajeer-227	166	15	student	student	NOUN
ajeer-227	166	16	fee	fee	NOUN
ajeer-227	166	17	,	,	PUNCT
ajeer-227	166	18	total	total	ADJ
ajeer-227	166	19	number	number	NOUN
ajeer-227	166	20	of	of	ADP
ajeer-227	166	21	enrolled	enrol	VERB
ajeer-227	166	22	undergraduates	undergraduate	NOUN
ajeer-227	166	23	student	student	NOUN
ajeer-227	166	24	(	(	PUNCT
ajeer-227	166	25	salleh	salleh	NOUN
ajeer-227	166	26	et	et	PROPN
ajeer-227	166	27	al	al	PROPN
ajeer-227	166	28	.	.	PROPN
ajeer-227	166	29	,	,	PUNCT
ajeer-227	166	30	2016	2016	NUM
ajeer-227	166	31	)	)	PUNCT
ajeer-227	166	32	in	in	ADP
ajeer-227	166	33	each	each	DET
ajeer-227	166	34	medical	medical	ADJ
ajeer-227	166	35	colleges	college	NOUN
ajeer-227	166	36	of	of	ADP
ajeer-227	166	37	punjab	punjab	ADJ
ajeer-227	166	38	,	,	PUNCT
ajeer-227	166	39	total	total	ADJ
ajeer-227	166	40	number	number	NOUN
ajeer-227	166	41	of	of	ADP
ajeer-227	166	42	enrolment	enrolment	NOUN
ajeer-227	166	43	of	of	ADP
ajeer-227	166	44	postgraduate	postgraduate	NOUN
ajeer-227	166	45	trainees	trainee	NOUN
ajeer-227	166	46	(	(	PUNCT
ajeer-227	166	47	ruggiero	ruggiero	PROPN
ajeer-227	166	48	,	,	PUNCT
ajeer-227	166	49	2016	2016	NUM
ajeer-227	166	50	)	)	PUNCT
ajeer-227	166	51	quantity	quantity	NOUN
ajeer-227	166	52	of	of	ADP
ajeer-227	166	53	undergraduate	undergraduate	ADJ
ajeer-227	166	54	degrees	degree	NOUN
ajeer-227	166	55	1	1	NUM
ajeer-227	166	56	(	(	PUNCT
ajeer-227	166	57	johns	johns	PROPN
ajeer-227	166	58	,	,	PUNCT
ajeer-227	166	59	2006	2006	NUM
ajeer-227	166	60	)	)	PUNCT
ajeer-227	166	61	.	.	PUNCT
ajeer-227	167	1	total	total	ADJ
ajeer-227	167	2	number	number	NOUN
ajeer-227	167	3	of	of	ADP
ajeer-227	167	4	medical	medical	ADJ
ajeer-227	167	5	teaching	teaching	NOUN
ajeer-227	167	6	staff	staff	NOUN
ajeer-227	167	7	(	(	PUNCT
ajeer-227	167	8	deng	deng	PROPN
ajeer-227	167	9	,	,	PUNCT
ajeer-227	167	10	2016	2016	NUM
ajeer-227	167	11	)	)	PUNCT
ajeer-227	167	12	is	be	AUX
ajeer-227	167	13	incorporated	incorporate	VERB
ajeer-227	167	14	here	here	ADV
ajeer-227	167	15	as	as	ADP
ajeer-227	167	16	an	an	DET
ajeer-227	167	17	input	input	NOUN
ajeer-227	167	18	variable	variable	NOUN
ajeer-227	167	19	.	.	PUNCT
ajeer-227	168	1	furthermore	furthermore	ADV
ajeer-227	168	2	,	,	PUNCT
ajeer-227	168	3	medical	medical	ADJ
ajeer-227	168	4	/	/	SYM
ajeer-227	168	5	lab	lab	NOUN
ajeer-227	168	6	equipment	equipment	NOUN
ajeer-227	168	7	,	,	PUNCT
ajeer-227	168	8	fine	fine	ADJ
ajeer-227	168	9	buildings	building	NOUN
ajeer-227	168	10	and	and	CCONJ
ajeer-227	168	11	essential	essential	ADJ
ajeer-227	168	12	utilities	utility	NOUN
ajeer-227	168	13	are	be	AUX
ajeer-227	168	14	all	all	PRON
ajeer-227	168	15	fundamental	fundamental	ADJ
ajeer-227	168	16	elements	element	NOUN
ajeer-227	168	17	of	of	ADP
ajeer-227	168	18	medical	medical	ADJ
ajeer-227	168	19	colleges	college	NOUN
ajeer-227	168	20	/	/	SYM
ajeer-227	168	21	universities	university	NOUN
ajeer-227	168	22	infrastructure	infrastructure	NOUN
ajeer-227	168	23	that	that	PRON
ajeer-227	168	24	support	support	VERB
ajeer-227	168	25	students	student	NOUN
ajeer-227	168	26	,	,	PUNCT
ajeer-227	168	27	trainees	trainee	NOUN
ajeer-227	168	28	and	and	CCONJ
ajeer-227	168	29	teaching	teach	VERB
ajeer-227	168	30	faculty	faculty	NOUN
ajeer-227	168	31	to	to	PART
ajeer-227	168	32	perform	perform	VERB
ajeer-227	168	33	their	their	PRON
ajeer-227	168	34	work	work	NOUN
ajeer-227	168	35	efficiently	efficiently	ADV
ajeer-227	168	36	,	,	PUNCT
ajeer-227	168	37	accordingly	accordingly	ADV
ajeer-227	168	38	,	,	PUNCT
ajeer-227	168	39	total	total	ADJ
ajeer-227	168	40	number	number	NOUN
ajeer-227	168	41	building	building	NOUN
ajeer-227	168	42	infrastructure	infrastructure	NOUN
ajeer-227	168	43	facilities	facility	NOUN
ajeer-227	168	44	2	2	NUM
ajeer-227	168	45	is	be	AUX
ajeer-227	168	46	also	also	ADV
ajeer-227	168	47	included	include	VERB
ajeer-227	168	48	as	as	ADP
ajeer-227	168	49	an	an	DET
ajeer-227	168	50	indicator	indicator	NOUN
ajeer-227	168	51	of	of	ADP
ajeer-227	168	52	input	input	NOUN
ajeer-227	168	53	,	,	PUNCT
ajeer-227	168	54	total	total	ADJ
ajeer-227	168	55	available	available	ADJ
ajeer-227	168	56	training	training	NOUN
ajeer-227	168	57	beds	bed	NOUN
ajeer-227	168	58	,	,	PUNCT
ajeer-227	168	59	total	total	ADJ
ajeer-227	168	60	employment	employment	NOUN
ajeer-227	168	61	related	relate	VERB
ajeer-227	168	62	expenses	expense	NOUN
ajeer-227	168	63	are	be	AUX
ajeer-227	168	64	also	also	ADV
ajeer-227	168	65	indicators	indicator	NOUN
ajeer-227	168	66	of	of	ADP
ajeer-227	168	67	inputs	input	NOUN
ajeer-227	168	68	.	.	PUNCT
ajeer-227	169	1	11	11	NUM
ajeer-227	169	2	.	.	X
ajeer-227	170	1	variable	variable	NOUN
ajeer-227	170	2	and	and	CCONJ
ajeer-227	170	3	its	its	PRON
ajeer-227	170	4	description	description	NOUN
ajeer-227	170	5	in	in	ADP
ajeer-227	170	6	medical	medical	ADJ
ajeer-227	170	7	teaching	teaching	NOUN
ajeer-227	170	8	institutes	institute	NOUN
ajeer-227	170	9	,	,	PUNCT
ajeer-227	170	10	many	many	ADJ
ajeer-227	170	11	inputs	input	NOUN
ajeer-227	170	12	have	have	AUX
ajeer-227	170	13	been	be	AUX
ajeer-227	170	14	used	use	VERB
ajeer-227	170	15	by	by	ADP
ajeer-227	170	16	the	the	DET
ajeer-227	170	17	management	management	NOUN
ajeer-227	170	18	to	to	PART
ajeer-227	170	19	yield	yield	VERB
ajeer-227	170	20	a	a	DET
ajeer-227	170	21	particular	particular	ADJ
ajeer-227	170	22	health	health	NOUN
ajeer-227	170	23	care	care	NOUN
ajeer-227	170	24	outputs	output	NOUN
ajeer-227	170	25	through	through	ADP
ajeer-227	170	26	a	a	DET
ajeer-227	170	27	production	production	NOUN
ajeer-227	170	28	process	process	NOUN
ajeer-227	170	29	.	.	PUNCT
ajeer-227	171	1	the	the	DET
ajeer-227	171	2	eventual	eventual	ADJ
ajeer-227	171	3	goal	goal	NOUN
ajeer-227	171	4	/	/	SYM
ajeer-227	171	5	output	output	NOUN
ajeer-227	171	6	of	of	ADP
ajeer-227	171	7	establishing	establish	VERB
ajeer-227	171	8	medical	medical	ADJ
ajeer-227	171	9	institute	institute	NOUN
ajeer-227	171	10	in	in	ADP
ajeer-227	171	11	a	a	DET
ajeer-227	171	12	society	society	NOUN
ajeer-227	171	13	is	be	AUX
ajeer-227	171	14	to	to	PART
ajeer-227	171	15	produce	produce	VERB
ajeer-227	171	16	competent	competent	ADJ
ajeer-227	171	17	professionals	professional	NOUN
ajeer-227	171	18	in	in	ADP
ajeer-227	171	19	healthcare	healthcare	NOUN
ajeer-227	171	20	system	system	NOUN
ajeer-227	171	21	to	to	PART
ajeer-227	171	22	bring	bring	VERB
ajeer-227	171	23	the	the	DET
ajeer-227	171	24	quality	quality	NOUN
ajeer-227	171	25	change	change	NOUN
ajeer-227	171	26	in	in	ADP
ajeer-227	171	27	health	health	NOUN
ajeer-227	171	28	status	status	NOUN
ajeer-227	171	29	but	but	CCONJ
ajeer-227	171	30	this	this	DET
ajeer-227	171	31	indicator	indicator	NOUN
ajeer-227	171	32	is	be	AUX
ajeer-227	171	33	intangible	intangible	ADJ
ajeer-227	171	34	and	and	CCONJ
ajeer-227	171	35	very	very	ADV
ajeer-227	171	36	hard	hard	ADJ
ajeer-227	171	37	to	to	PART
ajeer-227	171	38	measure	measure	VERB
ajeer-227	171	39	.	.	PUNCT
ajeer-227	172	1	consequently	consequently	ADV
ajeer-227	172	2	,	,	PUNCT
ajeer-227	172	3	some	some	DET
ajeer-227	172	4	intermediary	intermediary	ADJ
ajeer-227	172	5	outputs	output	NOUN
ajeer-227	172	6	as	as	SCONJ
ajeer-227	172	7	given	give	VERB
ajeer-227	172	8	in	in	ADP
ajeer-227	172	9	table	table	NOUN
ajeer-227	172	10	5	5	NUM
ajeer-227	172	11	customarily	customarily	ADV
ajeer-227	172	12	become	become	VERB
ajeer-227	172	13	the	the	DET
ajeer-227	172	14	primary	primary	ADJ
ajeer-227	172	15	indicators	indicator	NOUN
ajeer-227	172	16	to	to	PART
ajeer-227	172	17	measure	measure	VERB
ajeer-227	172	18	the	the	DET
ajeer-227	172	19	output	output	NOUN
ajeer-227	172	20	.	.	PUNCT
ajeer-227	173	1	this	this	DET
ajeer-227	173	2	production	production	NOUN
ajeer-227	173	3	process	process	NOUN
ajeer-227	173	4	does	do	AUX
ajeer-227	173	5	not	not	PART
ajeer-227	173	6	occur	occur	VERB
ajeer-227	173	7	in	in	ADP
ajeer-227	173	8	a	a	DET
ajeer-227	173	9	vacuum	vacuum	NOUN
ajeer-227	173	10	;	;	PUNCT
ajeer-227	173	11	besides	besides	SCONJ
ajeer-227	173	12	many	many	ADJ
ajeer-227	173	13	internal	internal	ADJ
ajeer-227	173	14	factors	factor	NOUN
ajeer-227	173	15	,	,	PUNCT
ajeer-227	173	16	it	it	PRON
ajeer-227	173	17	is	be	AUX
ajeer-227	173	18	also	also	ADV
ajeer-227	173	19	being	be	AUX
ajeer-227	173	20	influenced	influence	VERB
ajeer-227	173	21	by	by	ADP
ajeer-227	173	22	a	a	DET
ajeer-227	173	23	number	number	NOUN
ajeer-227	173	24	of	of	ADP
ajeer-227	173	25	economic	economic	ADJ
ajeer-227	173	26	,	,	PUNCT
ajeer-227	173	27	political	political	ADJ
ajeer-227	173	28	,	,	PUNCT
ajeer-227	173	29	social	social	ADJ
ajeer-227	173	30	and	and	CCONJ
ajeer-227	173	31	environmental	environmental	ADJ
ajeer-227	173	32	factors	factor	NOUN
ajeer-227	173	33	.	.	PUNCT
ajeer-227	174	1	both	both	DET
ajeer-227	174	2	factors	factor	NOUN
ajeer-227	174	3	are	be	AUX
ajeer-227	174	4	important	important	ADJ
ajeer-227	174	5	and	and	CCONJ
ajeer-227	174	6	equally	equally	ADV
ajeer-227	174	7	influence	influence	VERB
ajeer-227	174	8	the	the	DET
ajeer-227	174	9	efficiency	efficiency	NOUN
ajeer-227	174	10	of	of	ADP
ajeer-227	174	11	production	production	NOUN
ajeer-227	174	12	units	unit	NOUN
ajeer-227	174	13	.	.	PUNCT
ajeer-227	175	1	due	due	ADP
ajeer-227	175	2	to	to	ADP
ajeer-227	175	3	data	datum	NOUN
ajeer-227	175	4	constraints	constraint	NOUN
ajeer-227	175	5	on	on	ADP
ajeer-227	175	6	external	external	ADJ
ajeer-227	175	7	variables	variable	NOUN
ajeer-227	175	8	,	,	PUNCT
ajeer-227	175	9	only	only	ADV
ajeer-227	175	10	those	those	DET
ajeer-227	175	11	indicators	indicator	NOUN
ajeer-227	175	12	are	be	AUX
ajeer-227	175	13	selected	select	VERB
ajeer-227	175	14	for	for	ADP
ajeer-227	175	15	analysis	analysis	NOUN
ajeer-227	175	16	which	which	PRON
ajeer-227	175	17	is	be	AUX
ajeer-227	175	18	considered	consider	VERB
ajeer-227	175	19	to	to	PART
ajeer-227	175	20	be	be	AUX
ajeer-227	175	21	well	well	ADV
ajeer-227	175	22	-	-	PUNCT
ajeer-227	175	23	regulated	regulate	VERB
ajeer-227	175	24	by	by	ADP
ajeer-227	175	25	the	the	DET
ajeer-227	175	26	hospital	hospital	NOUN
ajeer-227	175	27	managers	manager	NOUN
ajeer-227	175	28	.	.	PUNCT
ajeer-227	176	1	the	the	DET
ajeer-227	176	2	figure	figure	NOUN
ajeer-227	176	3	illustrates	illustrate	VERB
ajeer-227	176	4	the	the	DET
ajeer-227	176	5	connection	connection	NOUN
ajeer-227	176	6	between	between	ADP
ajeer-227	176	7	medical	medical	ADJ
ajeer-227	176	8	college	college	NOUN
ajeer-227	176	9	system	system	NOUN
ajeer-227	176	10	inputs	input	NOUN
ajeer-227	176	11	,	,	PUNCT
ajeer-227	176	12	the	the	DET
ajeer-227	176	13	production	production	NOUN
ajeer-227	176	14	process	process	NOUN
ajeer-227	176	15	,	,	PUNCT
ajeer-227	176	16	and	and	CCONJ
ajeer-227	176	17	the	the	DET
ajeer-227	176	18	outputs	output	NOUN
ajeer-227	176	19	.	.	PUNCT
ajeer-227	177	1	1	1	NUM
ajeer-227	177	2	all	all	DET
ajeer-227	177	3	the	the	DET
ajeer-227	177	4	students	student	NOUN
ajeer-227	177	5	cleared	clear	VERB
ajeer-227	177	6	the	the	DET
ajeer-227	177	7	degree	degree	NOUN
ajeer-227	177	8	exam	exam	NOUN
ajeer-227	177	9	are	be	AUX
ajeer-227	177	10	considered	consider	VERB
ajeer-227	177	11	eligible	eligible	ADJ
ajeer-227	177	12	for	for	ADP
ajeer-227	177	13	mbbs	mbb	NOUN
ajeer-227	177	14	degree	degree	NOUN
ajeer-227	177	15	only	only	ADV
ajeer-227	177	16	undergraduate	undergraduate	NOUN
ajeer-227	177	17	’s	’s	PART
ajeer-227	177	18	degrees	degree	NOUN
ajeer-227	177	19	are	be	AUX
ajeer-227	177	20	included	include	VERB
ajeer-227	177	21	for	for	ADP
ajeer-227	177	22	analysis	analysis	NOUN
ajeer-227	177	23	because	because	SCONJ
ajeer-227	177	24	in	in	ADP
ajeer-227	177	25	many	many	ADJ
ajeer-227	177	26	private	private	ADJ
ajeer-227	177	27	sector	sector	NOUN
ajeer-227	177	28	colleges	college	NOUN
ajeer-227	177	29	,	,	PUNCT
ajeer-227	177	30	there	there	PRON
ajeer-227	177	31	is	be	VERB
ajeer-227	177	32	no	no	DET
ajeer-227	177	33	facility	facility	NOUN
ajeer-227	177	34	of	of	ADP
ajeer-227	177	35	postgraduation	postgraduation	NOUN
ajeer-227	177	36	2	2	NUM
ajeer-227	177	37	building	building	NOUN
ajeer-227	177	38	infrastructure	infrastructure	NOUN
ajeer-227	177	39	includes	include	VERB
ajeer-227	177	40	all	all	DET
ajeer-227	177	41	basic	basic	ADJ
ajeer-227	177	42	and	and	CCONJ
ajeer-227	177	43	essential	essential	ADJ
ajeer-227	177	44	clinical	clinical	ADJ
ajeer-227	177	45	departments	department	NOUN
ajeer-227	177	46	,	,	PUNCT
ajeer-227	177	47	faculty	faculty	NOUN
ajeer-227	177	48	area	area	NOUN
ajeer-227	177	49	,	,	PUNCT
ajeer-227	177	50	tutorial	tutorial	NOUN
ajeer-227	177	51	rooms	room	NOUN
ajeer-227	177	52	and	and	CCONJ
ajeer-227	177	53	labs	lab	NOUN
ajeer-227	177	54	or	or	CCONJ
ajeer-227	177	55	museum	museum	NOUN
ajeer-227	177	56	as	as	ADP
ajeer-227	177	57	per	per	ADP
ajeer-227	177	58	pmdc	pmdc	ADJ
ajeer-227	177	59	approved	approve	VERB
ajeer-227	177	60	criteria	criterion	NOUN
ajeer-227	177	61	.	.	PUNCT
ajeer-227	178	1	the	the	DET
ajeer-227	178	2	facilities	facility	NOUN
ajeer-227	178	3	are	be	AUX
ajeer-227	178	4	counted	count	VERB
ajeer-227	178	5	in	in	ADP
ajeer-227	178	6	numbers	number	NOUN
ajeer-227	178	7	only	only	ADV
ajeer-227	178	8	.	.	PUNCT
ajeer-227	179	1	asian	asian	ADJ
ajeer-227	179	2	journal	journal	PROPN
ajeer-227	179	3	of	of	ADP
ajeer-227	179	4	economics	economic	NOUN
ajeer-227	179	5	and	and	CCONJ
ajeer-227	179	6	empirical	empirical	ADJ
ajeer-227	179	7	research	research	NOUN
ajeer-227	179	8	,	,	PUNCT
ajeer-227	179	9	2017	2017	NUM
ajeer-227	179	10	,	,	PUNCT
ajeer-227	179	11	4(1	4(1	NOUN
ajeer-227	179	12	):	):	PUNCT
ajeer-227	179	13	14	14	NUM
ajeer-227	179	14	-	-	SYM
ajeer-227	179	15	24	24	NUM
ajeer-227	179	16	20	20	NUM
ajeer-227	179	17	figure-2	figure-2	PROPN
ajeer-227	179	18	.	.	PUNCT
ajeer-227	180	1	internal	internal	ADJ
ajeer-227	180	2	and	and	CCONJ
ajeer-227	180	3	external	external	ADJ
ajeer-227	180	4	factors	factor	NOUN
ajeer-227	180	5	influence	influence	VERB
ajeer-227	180	6	the	the	DET
ajeer-227	180	7	production	production	NOUN
ajeer-227	180	8	process	process	NOUN
ajeer-227	180	9	source	source	NOUN
ajeer-227	180	10	:	:	PUNCT
ajeer-227	180	11	author	author	NOUN
ajeer-227	180	12	’s	’s	PART
ajeer-227	180	13	selection	selection	NOUN
ajeer-227	180	14	by	by	ADP
ajeer-227	180	15	using	use	VERB
ajeer-227	180	16	available	available	ADJ
ajeer-227	180	17	literature	literature	NOUN
ajeer-227	180	18	12	12	NUM
ajeer-227	180	19	.	.	PUNCT
ajeer-227	181	1	descriptive	descriptive	ADJ
ajeer-227	181	2	analysis	analysis	NOUN
ajeer-227	181	3	of	of	ADP
ajeer-227	181	4	inputs	input	NOUN
ajeer-227	181	5	and	and	CCONJ
ajeer-227	181	6	output	output	NOUN
ajeer-227	181	7	variables	variable	NOUN
ajeer-227	181	8	of	of	ADP
ajeer-227	181	9	medical	medical	ADJ
ajeer-227	181	10	colleges	college	NOUN
ajeer-227	181	11	/	/	SYM
ajeer-227	181	12	universities	university	NOUN
ajeer-227	181	13	the	the	DET
ajeer-227	181	14	wide	wide	ADJ
ajeer-227	181	15	variation	variation	NOUN
ajeer-227	181	16	can	can	AUX
ajeer-227	181	17	be	be	AUX
ajeer-227	181	18	observed	observe	VERB
ajeer-227	181	19	across	across	ADP
ajeer-227	181	20	medical	medical	ADJ
ajeer-227	181	21	colleges	college	NOUN
ajeer-227	181	22	in	in	ADP
ajeer-227	181	23	private	private	ADJ
ajeer-227	181	24	and	and	CCONJ
ajeer-227	181	25	public	public	ADJ
ajeer-227	181	26	sector.by	sector.by	PROPN
ajeer-227	181	27	means	mean	VERB
ajeer-227	181	28	of	of	ADP
ajeer-227	181	29	the	the	DET
ajeer-227	181	30	descriptive	descriptive	ADJ
ajeer-227	181	31	statistics	statistic	NOUN
ajeer-227	181	32	(	(	PUNCT
ajeer-227	181	33	mean	mean	VERB
ajeer-227	181	34	,	,	PUNCT
ajeer-227	181	35	slandered	slander	VERB
ajeer-227	181	36	deviation	deviation	NOUN
ajeer-227	181	37	,	,	PUNCT
ajeer-227	181	38	minimum	minimum	NOUN
ajeer-227	181	39	and	and	CCONJ
ajeer-227	181	40	maximum	maximum	ADJ
ajeer-227	181	41	)	)	PUNCT
ajeer-227	181	42	(	(	PUNCT
ajeer-227	181	43	table	table	NOUN
ajeer-227	181	44	6	6	NUM
ajeer-227	181	45	)	)	PUNCT
ajeer-227	181	46	.	.	PUNCT
ajeer-227	182	1	the	the	DET
ajeer-227	182	2	total	total	ADJ
ajeer-227	182	3	number	number	NOUN
ajeer-227	182	4	of	of	ADP
ajeer-227	182	5	undergraduate	undergraduate	ADJ
ajeer-227	182	6	students	student	NOUN
ajeer-227	182	7	vary	vary	VERB
ajeer-227	182	8	between	between	ADP
ajeer-227	182	9	46	46	NUM
ajeer-227	182	10	to	to	ADP
ajeer-227	182	11	1713	1713	NUM
ajeer-227	182	12	.	.	PUNCT
ajeer-227	183	1	the	the	DET
ajeer-227	183	2	annual	annual	ADJ
ajeer-227	183	3	fees	fee	NOUN
ajeer-227	183	4	from	from	ADP
ajeer-227	183	5	undergraduate	undergraduate	ADJ
ajeer-227	183	6	students	student	NOUN
ajeer-227	183	7	are	be	AUX
ajeer-227	183	8	the	the	DET
ajeer-227	183	9	major	major	ADJ
ajeer-227	183	10	source	source	NOUN
ajeer-227	183	11	of	of	ADP
ajeer-227	183	12	revenue	revenue	NOUN
ajeer-227	183	13	in	in	ADP
ajeer-227	183	14	medical	medical	ADJ
ajeer-227	183	15	colleges	college	NOUN
ajeer-227	183	16	which	which	PRON
ajeer-227	183	17	vary	vary	VERB
ajeer-227	183	18	from	from	ADP
ajeer-227	183	19	rs	rs	NOUN
ajeer-227	183	20	.	.	PUNCT
ajeer-227	183	21	1.6	1.6	NUM
ajeer-227	183	22	billion	billion	NUM
ajeer-227	183	23	to	to	ADP
ajeer-227	183	24	5.17	5.17	NUM
ajeer-227	183	25	billion	billion	NUM
ajeer-227	183	26	/	/	SYM
ajeer-227	183	27	year	year	NOUN
ajeer-227	183	28	.	.	PUNCT
ajeer-227	184	1	similarly	similarly	ADV
ajeer-227	184	2	,	,	PUNCT
ajeer-227	184	3	the	the	DET
ajeer-227	184	4	employment	employment	NOUN
ajeer-227	184	5	related	relate	VERB
ajeer-227	184	6	expenses	expense	NOUN
ajeer-227	184	7	vary	vary	VERB
ajeer-227	184	8	from	from	ADP
ajeer-227	184	9	minimum	minimum	ADJ
ajeer-227	184	10	2.711	2.711	NUM
ajeer-227	184	11	billion	billion	NUM
ajeer-227	184	12	to	to	PART
ajeer-227	184	13	maximum	maximum	VERB
ajeer-227	184	14	11.2	11.2	NUM
ajeer-227	184	15	billion	billion	NUM
ajeer-227	184	16	/	/	SYM
ajeer-227	184	17	year	year	NOUN
ajeer-227	184	18	table-6	table-6	PROPN
ajeer-227	184	19	.	.	PUNCT
ajeer-227	185	1	descriptive	descriptive	ADJ
ajeer-227	185	2	statistics	statistic	NOUN
ajeer-227	185	3	of	of	ADP
ajeer-227	185	4	the	the	DET
ajeer-227	185	5	inputs	input	NOUN
ajeer-227	185	6	and	and	CCONJ
ajeer-227	185	7	outputs	output	NOUN
ajeer-227	185	8	of	of	ADP
ajeer-227	185	9	medical	medical	ADJ
ajeer-227	185	10	colleges	college	NOUN
ajeer-227	185	11	in	in	ADP
ajeer-227	185	12	punjab	punjab	PROPN
ajeer-227	185	13	(	(	PUNCT
ajeer-227	185	14	n	n	NOUN
ajeer-227	185	15	=	=	SYM
ajeer-227	185	16	35	35	NUM
ajeer-227	185	17	)	)	PUNCT
ajeer-227	185	18	variables	variable	NOUN
ajeer-227	185	19	n	n	PRON
ajeer-227	185	20	mean	mean	VERB
ajeer-227	185	21	std	std	PROPN
ajeer-227	185	22	.	.	PROPN
ajeer-227	186	1	dev	dev	PROPN
ajeer-227	186	2	.	.	PUNCT
ajeer-227	187	1	min	min	PROPN
ajeer-227	187	2	max	max	PROPN
ajeer-227	187	3	total	total	PROPN
ajeer-227	187	4	operational	operational	ADJ
ajeer-227	187	5	revenue	revenue	NOUN
ajeer-227	187	6	35	35	NUM
ajeer-227	187	7	197709778.9	197709778.9	NUM
ajeer-227	187	8	176420781.9	176420781.9	NUM
ajeer-227	187	9	16608390	16608390	NUM
ajeer-227	187	10	517484000	517484000	NUM
ajeer-227	187	11	total	total	ADJ
ajeer-227	187	12	numbers	number	NOUN
ajeer-227	187	13	of	of	ADP
ajeer-227	187	14	undergraduate	undergraduate	ADJ
ajeer-227	187	15	student	student	NOUN
ajeer-227	187	16	35	35	NUM
ajeer-227	187	17	726.6857	726.6857	NUM
ajeer-227	187	18	503.1613	503.1613	NUM
ajeer-227	187	19	46	46	NUM
ajeer-227	187	20	1713	1713	NUM
ajeer-227	187	21	total	total	ADJ
ajeer-227	187	22	number	number	NOUN
ajeer-227	187	23	of	of	ADP
ajeer-227	187	24	enrolled	enrol	VERB
ajeer-227	187	25	pg	pg	PROPN
ajeer-227	187	26	trainees	trainee	NOUN
ajeer-227	187	27	35	35	NUM
ajeer-227	187	28	104.257	104.257	NUM
ajeer-227	187	29	139.0360	139.0360	NUM
ajeer-227	187	30	0	0	NUM
ajeer-227	187	31	447	447	NUM
ajeer-227	187	32	quantity	quantity	NOUN
ajeer-227	187	33	of	of	ADP
ajeer-227	187	34	undergraduate	undergraduate	ADJ
ajeer-227	187	35	degrees	degree	NOUN
ajeer-227	187	36	awarded	award	VERB
ajeer-227	187	37	35	35	NUM
ajeer-227	187	38	125.800	125.800	NUM
ajeer-227	187	39	123.6275	123.6275	NUM
ajeer-227	187	40	0	0	NUM
ajeer-227	187	41	463	463	NUM
ajeer-227	187	42	total	total	ADJ
ajeer-227	187	43	number	number	NOUN
ajeer-227	187	44	of	of	ADP
ajeer-227	187	45	medical	medical	ADJ
ajeer-227	187	46	teaching	teaching	NOUN
ajeer-227	187	47	staff	staff	NOUN
ajeer-227	187	48	35	35	NUM
ajeer-227	187	49	206.114	206.114	NUM
ajeer-227	187	50	126.0672	126.0672	NUM
ajeer-227	187	51	38	38	NUM
ajeer-227	187	52	653	653	NUM
ajeer-227	187	53	total	total	ADJ
ajeer-227	187	54	number	number	NOUN
ajeer-227	187	55	of	of	ADP
ajeer-227	187	56	building	build	VERB
ajeer-227	187	57	infrastructural	infrastructural	ADJ
ajeer-227	187	58	facilities	facility	NOUN
ajeer-227	187	59	35	35	NUM
ajeer-227	187	60	5.314	5.314	NUM
ajeer-227	187	61	1.58618	1.58618	NUM
ajeer-227	187	62	5	5	NUM
ajeer-227	187	63	6	6	NUM
ajeer-227	187	64	total	total	ADJ
ajeer-227	187	65	number	number	NOUN
ajeer-227	187	66	of	of	ADP
ajeer-227	187	67	training	training	NOUN
ajeer-227	187	68	beds	bed	NOUN
ajeer-227	187	69	35	35	NUM
ajeer-227	187	70	752.886	752.886	NUM
ajeer-227	187	71	675.9040	675.9040	NUM
ajeer-227	187	72	25	25	NUM
ajeer-227	187	73	3216	3216	NUM
ajeer-227	187	74	total	total	ADJ
ajeer-227	187	75	number	number	NOUN
ajeer-227	187	76	reading	read	VERB
ajeer-227	187	77	material	material	NOUN
ajeer-227	187	78	in	in	ADP
ajeer-227	187	79	libraries	library	NOUN
ajeer-227	187	80	35	35	NUM
ajeer-227	187	81	22334.257	22334.257	NUM
ajeer-227	187	82	26014.7935	26014.7935	NUM
ajeer-227	187	83	1780	1780	NUM
ajeer-227	187	84	94936	94936	NUM
ajeer-227	187	85	total	total	ADJ
ajeer-227	187	86	employment	employment	NOUN
ajeer-227	187	87	related	relate	VERB
ajeer-227	187	88	expenses	expense	VERB
ajeer-227	187	89	35	35	NUM
ajeer-227	187	90	271182058	271182058	NUM
ajeer-227	187	91	112411691.2	112411691.2	NUM
ajeer-227	187	92	123200100	123200100	NUM
ajeer-227	187	93	698873640	698873640	NUM
ajeer-227	187	94	source	source	NOUN
ajeer-227	187	95	:	:	PUNCT
ajeer-227	187	96	author	author	NOUN
ajeer-227	187	97	’s	’s	PART
ajeer-227	187	98	calculation	calculation	NOUN
ajeer-227	187	99	the	the	DET
ajeer-227	187	100	output	output	NOUN
ajeer-227	187	101	oriented	orient	VERB
ajeer-227	187	102	dea	dea	NOUN
ajeer-227	187	103	technique	technique	NOUN
ajeer-227	187	104	has	have	AUX
ajeer-227	187	105	helped	help	VERB
ajeer-227	187	106	us	we	PRON
ajeer-227	187	107	to	to	PART
ajeer-227	187	108	measure	measure	VERB
ajeer-227	187	109	the	the	DET
ajeer-227	187	110	relative	relative	ADJ
ajeer-227	187	111	efficiency	efficiency	NOUN
ajeer-227	187	112	of	of	ADP
ajeer-227	187	113	35	35	NUM
ajeer-227	187	114	private	private	ADJ
ajeer-227	187	115	and	and	CCONJ
ajeer-227	187	116	public	public	ADJ
ajeer-227	187	117	sector	sector	NOUN
ajeer-227	187	118	medical	medical	ADJ
ajeer-227	187	119	colleges	college	NOUN
ajeer-227	187	120	.	.	PUNCT
ajeer-227	188	1	for	for	ADP
ajeer-227	188	2	given	give	VERB
ajeer-227	188	3	a	a	DET
ajeer-227	188	4	fixed	fix	VERB
ajeer-227	188	5	quantity	quantity	NOUN
ajeer-227	188	6	of	of	ADP
ajeer-227	188	7	inputs	input	NOUN
ajeer-227	188	8	,	,	PUNCT
ajeer-227	188	9	when	when	SCONJ
ajeer-227	188	10	decision	decision	NOUN
ajeer-227	188	11	making	make	VERB
ajeer-227	188	12	units	unit	NOUN
ajeer-227	188	13	(	(	PUNCT
ajeer-227	188	14	dmus	dmus	PROPN
ajeer-227	188	15	)	)	PUNCT
ajeer-227	188	16	are	be	AUX
ajeer-227	188	17	expected	expect	VERB
ajeer-227	188	18	to	to	PART
ajeer-227	188	19	produce	produce	VERB
ajeer-227	188	20	output	output	NOUN
ajeer-227	188	21	as	as	ADV
ajeer-227	188	22	much	much	ADV
ajeer-227	188	23	as	as	ADP
ajeer-227	188	24	possible	possible	ADJ
ajeer-227	188	25	,	,	PUNCT
ajeer-227	188	26	the	the	DET
ajeer-227	188	27	output	output	NOUN
ajeer-227	188	28	oriented	orient	VERB
ajeer-227	188	29	model	model	NOUN
ajeer-227	188	30	in	in	ADP
ajeer-227	188	31	suitable	suitable	ADJ
ajeer-227	188	32	to	to	PART
ajeer-227	188	33	apply	apply	VERB
ajeer-227	188	34	.	.	PUNCT
ajeer-227	189	1	the	the	DET
ajeer-227	189	2	results	result	NOUN
ajeer-227	189	3	have	have	AUX
ajeer-227	189	4	been	be	AUX
ajeer-227	189	5	obtained	obtain	VERB
ajeer-227	189	6	by	by	ADP
ajeer-227	189	7	using	use	VERB
ajeer-227	189	8	deap	deap	PROPN
ajeer-227	189	9	2.1	2.1	NUM
ajeer-227	189	10	software	software	NOUN
ajeer-227	189	11	.	.	PUNCT
ajeer-227	190	1	13	13	NUM
ajeer-227	190	2	.	.	PUNCT
ajeer-227	191	1	the	the	DET
ajeer-227	191	2	efficiency	efficiency	NOUN
ajeer-227	191	3	and	and	CCONJ
ajeer-227	191	4	productivity	productivity	NOUN
ajeer-227	191	5	estimates	estimate	NOUN
ajeer-227	191	6	of	of	ADP
ajeer-227	191	7	medical	medical	ADJ
ajeer-227	191	8	colleges	college	NOUN
ajeer-227	191	9	both	both	CCONJ
ajeer-227	191	10	the	the	DET
ajeer-227	191	11	vrs	vrs	PROPN
ajeer-227	191	12	(	(	PUNCT
ajeer-227	191	13	variable	variable	ADJ
ajeer-227	191	14	return	return	NOUN
ajeer-227	191	15	to	to	ADP
ajeer-227	191	16	scale	scale	NOUN
ajeer-227	191	17	)	)	PUNCT
ajeer-227	191	18	and	and	CCONJ
ajeer-227	191	19	crs	crs	PROPN
ajeer-227	191	20	(	(	PUNCT
ajeer-227	191	21	constant	constant	ADJ
ajeer-227	191	22	return	return	NOUN
ajeer-227	191	23	to	to	ADP
ajeer-227	191	24	scale	scale	NOUN
ajeer-227	191	25	)	)	PUNCT
ajeer-227	191	26	has	have	AUX
ajeer-227	191	27	been	be	AUX
ajeer-227	191	28	executed	execute	VERB
ajeer-227	191	29	for	for	ADP
ajeer-227	191	30	calculation	calculation	NOUN
ajeer-227	191	31	,	,	PUNCT
ajeer-227	191	32	because	because	SCONJ
ajeer-227	191	33	practically	practically	ADV
ajeer-227	191	34	,	,	PUNCT
ajeer-227	191	35	all	all	DET
ajeer-227	191	36	decision	decision	NOUN
ajeer-227	191	37	-	-	PUNCT
ajeer-227	191	38	making	make	VERB
ajeer-227	191	39	units	unit	NOUN
ajeer-227	191	40	dmus	dmus	VERB
ajeer-227	191	41	)	)	PUNCT
ajeer-227	191	42	are	be	AUX
ajeer-227	191	43	not	not	PART
ajeer-227	191	44	functioning	function	VERB
ajeer-227	191	45	at	at	ADP
ajeer-227	191	46	an	an	DET
ajeer-227	191	47	optimal	optimal	ADJ
ajeer-227	191	48	scale	scale	NOUN
ajeer-227	191	49	.	.	PUNCT
ajeer-227	192	1	figure	figure	NOUN
ajeer-227	192	2	4	4	NUM
ajeer-227	192	3	provides	provide	VERB
ajeer-227	192	4	the	the	DET
ajeer-227	192	5	relative	relative	ADJ
ajeer-227	192	6	efficiency	efficiency	NOUN
ajeer-227	192	7	estimates	estimate	VERB
ajeer-227	192	8	35	35	NUM
ajeer-227	192	9	public	public	ADJ
ajeer-227	192	10	and	and	CCONJ
ajeer-227	192	11	private	private	ADJ
ajeer-227	192	12	medical	medical	ADJ
ajeer-227	192	13	colleges	college	NOUN
ajeer-227	192	14	in	in	ADP
ajeer-227	192	15	punjab	punjab	PROPN
ajeer-227	192	16	.	.	PUNCT
ajeer-227	193	1	dea	dea	PROPN
ajeer-227	193	2	results	result	NOUN
ajeer-227	193	3	have	have	AUX
ajeer-227	193	4	been	be	AUX
ajeer-227	193	5	divided	divide	VERB
ajeer-227	193	6	into	into	ADP
ajeer-227	193	7	3	3	NUM
ajeer-227	193	8	categories	category	NOUN
ajeer-227	193	9	to	to	PART
ajeer-227	193	10	show	show	VERB
ajeer-227	193	11	the	the	DET
ajeer-227	193	12	efficiency	efficiency	NOUN
ajeer-227	193	13	of	of	ADP
ajeer-227	193	14	medical	medical	ADJ
ajeer-227	193	15	colleges	college	NOUN
ajeer-227	193	16	.	.	PUNCT
ajeer-227	194	1	these	these	DET
ajeer-227	194	2	categories	category	NOUN
ajeer-227	194	3	are	be	AUX
ajeer-227	194	4	crs	crs	PROPN
ajeer-227	194	5	,	,	PUNCT
ajeer-227	194	6	vrs	vrs	ADJ
ajeer-227	194	7	and	and	CCONJ
ajeer-227	194	8	scale	scale	NOUN
ajeer-227	194	9	efficiency	efficiency	NOUN
ajeer-227	194	10	(	(	PUNCT
ajeer-227	194	11	se	se	ADJ
ajeer-227	194	12	)	)	PUNCT
ajeer-227	194	13	.	.	PUNCT
ajeer-227	195	1	the	the	DET
ajeer-227	195	2	efficiency	efficiency	NOUN
ajeer-227	195	3	aggregates	aggregate	VERB
ajeer-227	195	4	in	in	ADP
ajeer-227	195	5	table	table	NOUN
ajeer-227	195	6	6	6	NUM
ajeer-227	195	7	shows	show	VERB
ajeer-227	195	8	that	that	SCONJ
ajeer-227	195	9	71	71	NUM
ajeer-227	195	10	%	%	NOUN
ajeer-227	195	11	hospitals	hospital	NOUN
ajeer-227	195	12	are	be	AUX
ajeer-227	195	13	technically	technically	ADV
ajeer-227	195	14	efficient	efficient	ADJ
ajeer-227	195	15	under	under	ADP
ajeer-227	195	16	crs	crs	PROPN
ajeer-227	195	17	and	and	CCONJ
ajeer-227	195	18	82	82	NUM
ajeer-227	195	19	%	%	NOUN
ajeer-227	195	20	under	under	ADP
ajeer-227	195	21	vrs	vrs	PROPN
ajeer-227	195	22	.	.	PUNCT
ajeer-227	196	1	the	the	DET
ajeer-227	196	2	average	average	ADJ
ajeer-227	196	3	vrs	vrs	NOUN
ajeer-227	196	4	efficiency	efficiency	NOUN
ajeer-227	196	5	score	score	NOUN
ajeer-227	196	6	illustrating	illustrate	VERB
ajeer-227	196	7	that	that	SCONJ
ajeer-227	196	8	inefficient	inefficient	ADJ
ajeer-227	196	9	medical	medical	ADJ
ajeer-227	196	10	colleges	college	NOUN
ajeer-227	196	11	are	be	AUX
ajeer-227	196	12	10	10	NUM
ajeer-227	196	13	%	%	NOUN
ajeer-227	196	14	less	less	ADV
ajeer-227	196	15	utilized	utilize	VERB
ajeer-227	196	16	their	their	PRON
ajeer-227	196	17	current	current	ADJ
ajeer-227	196	18	resources	resource	NOUN
ajeer-227	196	19	.	.	PUNCT
ajeer-227	197	1	the	the	DET
ajeer-227	197	2	average	average	ADJ
ajeer-227	197	3	scale	scale	NOUN
ajeer-227	197	4	efficiency	efficiency	NOUN
ajeer-227	197	5	is	be	AUX
ajeer-227	197	6	96	96	NUM
ajeer-227	197	7	%	%	NOUN
ajeer-227	197	8	indicating	indicate	VERB
ajeer-227	197	9	that	that	SCONJ
ajeer-227	197	10	the	the	DET
ajeer-227	197	11	existing	exist	VERB
ajeer-227	197	12	medical	medical	ADJ
ajeer-227	197	13	colleges	college	NOUN
ajeer-227	197	14	have	have	VERB
ajeer-227	197	15	the	the	DET
ajeer-227	197	16	capacity	capacity	NOUN
ajeer-227	197	17	of	of	ADP
ajeer-227	197	18	only	only	ADV
ajeer-227	197	19	4	4	NUM
ajeer-227	197	20	%	%	NOUN
ajeer-227	197	21	to	to	PART
ajeer-227	197	22	alternate	alternate	VERB
ajeer-227	197	23	their	their	PRON
ajeer-227	197	24	scale	scale	NOUN
ajeer-227	197	25	without	without	ADP
ajeer-227	197	26	interrupting	interrupt	VERB
ajeer-227	197	27	their	their	PRON
ajeer-227	197	28	output	output	NOUN
ajeer-227	197	29	level	level	NOUN
ajeer-227	197	30	.	.	PUNCT
ajeer-227	198	1	the	the	DET
ajeer-227	198	2	maximum	maximum	ADJ
ajeer-227	198	3	efficiency	efficiency	NOUN
ajeer-227	198	4	score	score	NOUN
ajeer-227	198	5	is	be	AUX
ajeer-227	198	6	100	100	NUM
ajeer-227	198	7	or	or	CCONJ
ajeer-227	198	8	1	1	NUM
ajeer-227	198	9	whereas	whereas	SCONJ
ajeer-227	198	10	,	,	PUNCT
ajeer-227	198	11	the	the	DET
ajeer-227	198	12	minimum	minimum	NOUN
ajeer-227	198	13	efficiency	efficiency	NOUN
ajeer-227	198	14	score	score	NOUN
ajeer-227	198	15	is	be	AUX
ajeer-227	198	16	0.305	0.305	NUM
ajeer-227	198	17	.	.	PUNCT
ajeer-227	199	1	seven	seven	NUM
ajeer-227	199	2	(	(	PUNCT
ajeer-227	199	3	20	20	NUM
ajeer-227	199	4	%	%	NOUN
ajeer-227	199	5	)	)	PUNCT
ajeer-227	199	6	medical	medical	ADJ
ajeer-227	199	7	colleges	college	NOUN
ajeer-227	199	8	are	be	AUX
ajeer-227	199	9	functioning	function	VERB
ajeer-227	199	10	under	under	ADP
ajeer-227	199	11	drs	dr	NOUN
ajeer-227	199	12	indicating	indicate	VERB
ajeer-227	199	13	that	that	SCONJ
ajeer-227	199	14	their	their	PRON
ajeer-227	199	15	medical	medical	ADJ
ajeer-227	199	16	education	education	NOUN
ajeer-227	199	17	and	and	CCONJ
ajeer-227	199	18	relating	relate	VERB
ajeer-227	199	19	health	health	NOUN
ajeer-227	199	20	care	care	NOUN
ajeer-227	199	21	services	service	NOUN
ajeer-227	199	22	outputs	output	NOUN
ajeer-227	199	23	is	be	AUX
ajeer-227	199	24	expected	expect	VERB
ajeer-227	199	25	to	to	PART
ajeer-227	199	26	increase	increase	VERB
ajeer-227	199	27	by	by	ADP
ajeer-227	199	28	a	a	DET
ajeer-227	199	29	lower	low	ADJ
ajeer-227	199	30	proportion	proportion	NOUN
ajeer-227	199	31	for	for	ADP
ajeer-227	199	32	any	any	DET
ajeer-227	199	33	increase	increase	NOUN
ajeer-227	199	34	in	in	ADP
ajeer-227	199	35	inputs	input	NOUN
ajeer-227	199	36	.	.	PUNCT
ajeer-227	200	1	these	these	DET
ajeer-227	200	2	medical	medical	ADJ
ajeer-227	200	3	units	unit	NOUN
ajeer-227	200	4	are	be	AUX
ajeer-227	200	5	not	not	PART
ajeer-227	200	6	required	require	VERB
ajeer-227	200	7	to	to	PART
ajeer-227	200	8	increase	increase	VERB
ajeer-227	200	9	their	their	PRON
ajeer-227	200	10	size	size	NOUN
ajeer-227	200	11	to	to	PART
ajeer-227	200	12	achieve	achieve	VERB
ajeer-227	200	13	optimal	optimal	ADJ
ajeer-227	200	14	level	level	NOUN
ajeer-227	200	15	of	of	ADP
ajeer-227	200	16	output	output	NOUN
ajeer-227	200	17	or	or	CCONJ
ajeer-227	200	18	at	at	ADP
ajeer-227	200	19	crs	crs	NOUN
ajeer-227	200	20	level	level	NOUN
ajeer-227	200	21	.	.	PUNCT
ajeer-227	201	1	four	four	NUM
ajeer-227	201	2	dmus	dmus	NOUN
ajeer-227	201	3	are	be	AUX
ajeer-227	201	4	functioning	function	VERB
ajeer-227	201	5	under	under	ADP
ajeer-227	201	6	irs	irs	PROPN
ajeer-227	201	7	and	and	CCONJ
ajeer-227	201	8	17	17	NUM
ajeer-227	201	9	are	be	AUX
ajeer-227	201	10	operating	operate	VERB
ajeer-227	201	11	under	under	ADP
ajeer-227	201	12	constant	constant	ADJ
ajeer-227	201	13	return	return	NOUN
ajeer-227	201	14	to	to	PART
ajeer-227	201	15	scale	scale	VERB
ajeer-227	201	16	implying	imply	VERB
ajeer-227	201	17	that	that	SCONJ
ajeer-227	201	18	these	these	DET
ajeer-227	201	19	dmus	dmus	NOUN
ajeer-227	201	20	are	be	AUX
ajeer-227	201	21	operation	operation	NOUN
ajeer-227	201	22	at	at	ADP
ajeer-227	201	23	their	their	PRON
ajeer-227	201	24	optimal	optimal	ADJ
ajeer-227	201	25	level	level	NOUN
ajeer-227	201	26	and	and	CCONJ
ajeer-227	201	27	that	that	DET
ajeer-227	201	28	increase	increase	NOUN
ajeer-227	201	29	in	in	ADP
ajeer-227	201	30	inputs	input	NOUN
ajeer-227	201	31	will	will	AUX
ajeer-227	201	32	give	give	VERB
ajeer-227	201	33	an	an	DET
ajeer-227	201	34	equal	equal	ADJ
ajeer-227	201	35	proportion	proportion	NOUN
ajeer-227	201	36	of	of	ADP
ajeer-227	201	37	output	output	NOUN
ajeer-227	201	38	.	.	PUNCT
ajeer-227	202	1	asian	asian	ADJ
ajeer-227	202	2	journal	journal	PROPN
ajeer-227	202	3	of	of	ADP
ajeer-227	202	4	economics	economic	NOUN
ajeer-227	202	5	and	and	CCONJ
ajeer-227	202	6	empirical	empirical	ADJ
ajeer-227	202	7	research	research	NOUN
ajeer-227	202	8	,	,	PUNCT
ajeer-227	202	9	2017	2017	NUM
ajeer-227	202	10	,	,	PUNCT
ajeer-227	202	11	4(1	4(1	NOUN
ajeer-227	202	12	):	):	PUNCT
ajeer-227	202	13	14	14	NUM
ajeer-227	202	14	-	-	SYM
ajeer-227	202	15	24	24	NUM
ajeer-227	202	16	21	21	NUM
ajeer-227	202	17	figure-3	figure-3	NUM
ajeer-227	202	18	.	.	PUNCT
ajeer-227	203	1	technical	technical	ADJ
ajeer-227	203	2	efficiency	efficiency	NOUN
ajeer-227	203	3	estimates	estimate	NOUN
ajeer-227	203	4	of	of	ADP
ajeer-227	203	5	medical	medical	ADJ
ajeer-227	203	6	colleges	college	NOUN
ajeer-227	203	7	in	in	ADP
ajeer-227	203	8	punjab	punjab	ADJ
ajeer-227	203	9	source	source	NOUN
ajeer-227	203	10	:	:	PUNCT
ajeer-227	203	11	authors	author	NOUN
ajeer-227	203	12	estimations	estimation	NOUN
ajeer-227	203	13	by	by	ADP
ajeer-227	203	14	using	use	VERB
ajeer-227	203	15	deap	deap	ADJ
ajeer-227	203	16	software	software	NOUN
ajeer-227	203	17	scale	scale	NOUN
ajeer-227	203	18	inefficiency	inefficiency	NOUN
ajeer-227	203	19	does	do	AUX
ajeer-227	203	20	not	not	PART
ajeer-227	203	21	appear	appear	VERB
ajeer-227	203	22	to	to	PART
ajeer-227	203	23	be	be	AUX
ajeer-227	203	24	a	a	DET
ajeer-227	203	25	common	common	ADJ
ajeer-227	203	26	problem	problem	NOUN
ajeer-227	203	27	in	in	ADP
ajeer-227	203	28	medical	medical	ADJ
ajeer-227	203	29	colleges	college	NOUN
ajeer-227	203	30	of	of	ADP
ajeer-227	203	31	punjab	punjab	ADJ
ajeer-227	203	32	,	,	PUNCT
ajeer-227	203	33	71	71	NUM
ajeer-227	203	34	%	%	NOUN
ajeer-227	203	35	medical	medical	ADJ
ajeer-227	203	36	colleges	college	NOUN
ajeer-227	203	37	are	be	AUX
ajeer-227	203	38	found	find	VERB
ajeer-227	203	39	technically	technically	ADV
ajeer-227	203	40	scale	scale	VERB
ajeer-227	203	41	efficient	efficient	ADJ
ajeer-227	203	42	.	.	PUNCT
ajeer-227	204	1	the	the	DET
ajeer-227	204	2	mean	mean	NOUN
ajeer-227	204	3	of	of	ADP
ajeer-227	204	4	e	e	NOUN
ajeer-227	204	5	scale	scale	NOUN
ajeer-227	204	6	efficiency	efficiency	NOUN
ajeer-227	204	7	score	score	NOUN
ajeer-227	204	8	is	be	AUX
ajeer-227	204	9	93	93	NUM
ajeer-227	204	10	%	%	NOUN
ajeer-227	204	11	which	which	PRON
ajeer-227	204	12	illustrates	illustrate	VERB
ajeer-227	204	13	that	that	SCONJ
ajeer-227	204	14	on	on	ADP
ajeer-227	204	15	average	average	ADJ
ajeer-227	204	16	,	,	PUNCT
ajeer-227	204	17	the	the	DET
ajeer-227	204	18	scale	scale	NOUN
ajeer-227	204	19	inefficient	inefficient	ADJ
ajeer-227	204	20	medical	medical	ADJ
ajeer-227	204	21	colleges	college	NOUN
ajeer-227	204	22	can	can	AUX
ajeer-227	204	23	supposedly	supposedly	ADV
ajeer-227	204	24	shrink	shrink	VERB
ajeer-227	204	25	or	or	CCONJ
ajeer-227	204	26	increase	increase	VERB
ajeer-227	204	27	their	their	PRON
ajeer-227	204	28	size	size	NOUN
ajeer-227	204	29	by	by	ADP
ajeer-227	204	30	7	7	NUM
ajeer-227	204	31	%	%	NOUN
ajeer-227	204	32	without	without	ADP
ajeer-227	204	33	upsetting	upset	VERB
ajeer-227	204	34	their	their	PRON
ajeer-227	204	35	current	current	ADJ
ajeer-227	204	36	productivity	productivity	NOUN
ajeer-227	204	37	level	level	NOUN
ajeer-227	204	38	.	.	PUNCT
ajeer-227	205	1	table-7	table-7	X
ajeer-227	205	2	.	.	PUNCT
ajeer-227	206	1	ranking	rank	VERB
ajeer-227	206	2	of	of	ADP
ajeer-227	206	3	medical	medical	ADJ
ajeer-227	206	4	colleges	college	NOUN
ajeer-227	206	5	on	on	ADP
ajeer-227	206	6	the	the	DET
ajeer-227	206	7	base	base	NOUN
ajeer-227	206	8	of	of	ADP
ajeer-227	206	9	vrs	vrs	PROPN
ajeer-227	206	10	technical	technical	ADJ
ajeer-227	206	11	efficiency	efficiency	NOUN
ajeer-227	206	12	scores	scores	AUX
ajeer-227	206	13	medical	medical	PROPN
ajeer-227	206	14	college	college	PROPN
ajeer-227	206	15	name	name	NOUN
ajeer-227	206	16	ranki	ranki	PROPN
ajeer-227	206	17	ng	ng	PROPN
ajeer-227	206	18	return	return	VERB
ajeer-227	206	19	to	to	PART
ajeer-227	206	20	scale	scale	VERB
ajeer-227	206	21	medical	medical	ADJ
ajeer-227	206	22	college	college	NOUN
ajeer-227	206	23	name	name	PROPN
ajeer-227	206	24	rankin	rankin	PROPN
ajeer-227	206	25	g	g	PROPN
ajeer-227	206	26	return	return	NOUN
ajeer-227	206	27	to	to	PART
ajeer-227	206	28	scale	scale	VERB
ajeer-227	206	29	king	king	PROPN
ajeer-227	206	30	edward	edward	PROPN
ajeer-227	206	31	medical	medical	PROPN
ajeer-227	206	32	university	university	PROPN
ajeer-227	206	33	lahore	lahore	PROPN
ajeer-227	206	34	1	1	NUM
ajeer-227	206	35	crs	crs	PROPN
ajeer-227	206	36	wah	wah	PROPN
ajeer-227	206	37	medical	medical	PROPN
ajeer-227	206	38	college	college	PROPN
ajeer-227	206	39	1	1	NUM
ajeer-227	206	40	crs	crs	PROPN
ajeer-227	206	41	fatima	fatima	PROPN
ajeer-227	206	42	jinnah	jinnah	PROPN
ajeer-227	206	43	medical	medical	PROPN
ajeer-227	206	44	university	university	PROPN
ajeer-227	206	45	lahore	lahore	PROPN
ajeer-227	206	46	1	1	NUM
ajeer-227	206	47	crs	crs	PROPN
ajeer-227	206	48	sharif	sharif	PROPN
ajeer-227	206	49	medical	medical	PROPN
ajeer-227	206	50	&	&	CCONJ
ajeer-227	206	51	dental	dental	PROPN
ajeer-227	206	52	college	college	NOUN
ajeer-227	206	53	,	,	PUNCT
ajeer-227	206	54	lahore	lahore	NOUN
ajeer-227	206	55	.	.	PUNCT
ajeer-227	207	1	1	1	NUM
ajeer-227	207	2	irs	irs	PROPN
ajeer-227	207	3	services	service	NOUN
ajeer-227	207	4	institute	institute	PROPN
ajeer-227	207	5	of	of	ADP
ajeer-227	207	6	medical	medical	PROPN
ajeer-227	207	7	sciences	sciences	PROPN
ajeer-227	207	8	1	1	NUM
ajeer-227	207	9	crs	crs	PROPN
ajeer-227	207	10	pak	pak	PROPN
ajeer-227	207	11	red	red	PROPN
ajeer-227	207	12	crescent	crescent	PROPN
ajeer-227	207	13	medical	medical	ADJ
ajeer-227	207	14	and	and	CCONJ
ajeer-227	207	15	dental	dental	ADJ
ajeer-227	207	16	college	college	NOUN
ajeer-227	207	17	1	1	NUM
ajeer-227	207	18	crs	crs	PROPN
ajeer-227	207	19	sheikh	sheikh	NOUN
ajeer-227	207	20	khalifa	khalifa	PROPN
ajeer-227	207	21	bin	bin	PROPN
ajeer-227	207	22	zayed	zayed	PROPN
ajeer-227	207	23	al	al	PROPN
ajeer-227	207	24	-	-	PUNCT
ajeer-227	207	25	nahyan	nahyan	PROPN
ajeer-227	207	26	medical	medical	ADJ
ajeer-227	207	27	and	and	CCONJ
ajeer-227	207	28	dental	dental	ADJ
ajeer-227	207	29	college	college	NOUN
ajeer-227	207	30	,	,	PUNCT
ajeer-227	207	31	lahore	lahore	PROPN
ajeer-227	207	32	1	1	NUM
ajeer-227	207	33	crs	crs	PROPN
ajeer-227	207	34	rai	rai	PROPN
ajeer-227	207	35	medical	medical	PROPN
ajeer-227	207	36	college	college	PROPN
ajeer-227	207	37	sargodha	sargodha	PROPN
ajeer-227	207	38	1	1	NUM
ajeer-227	207	39	crs	crs	PROPN
ajeer-227	207	40	ameer	ameer	PROPN
ajeer-227	207	41	-	-	PUNCT
ajeer-227	207	42	ud	ud	AUX
ajeer-227	207	43	-	-	PUNCT
ajeer-227	207	44	din	din	VERB
ajeer-227	207	45	medical	medical	ADJ
ajeer-227	207	46	college	college	PROPN
ajeer-227	207	47	1	1	NUM
ajeer-227	207	48	crs	crs	PROPN
ajeer-227	207	49	aziz	aziz	PROPN
ajeer-227	207	50	fatima	fatima	PROPN
ajeer-227	207	51	medical	medical	PROPN
ajeer-227	207	52	&	&	CCONJ
ajeer-227	207	53	dental	dental	PROPN
ajeer-227	207	54	college	college	NOUN
ajeer-227	207	55	fsd	fsd	NOUN
ajeer-227	207	56	1	1	NUM
ajeer-227	207	57	irs	irs	PROPN
ajeer-227	207	58	sargodha	sargodha	PROPN
ajeer-227	207	59	medical	medical	PROPN
ajeer-227	207	60	college	college	PROPN
ajeer-227	207	61	1	1	NUM
ajeer-227	207	62	crs	crs	PROPN
ajeer-227	207	63	islam	islam	PROPN
ajeer-227	207	64	medical	medical	PROPN
ajeer-227	207	65	college	college	PROPN
ajeer-227	207	66	1	1	NUM
ajeer-227	207	67	drs	drs	PROPN
ajeer-227	207	68	nashtar	nashtar	PROPN
ajeer-227	207	69	medical	medical	PROPN
ajeer-227	207	70	college	college	NOUN
ajeer-227	207	71	1	1	NUM
ajeer-227	207	72	drs	drs	PROPN
ajeer-227	207	73	sialkot	sialkot	PROPN
ajeer-227	207	74	medical	medical	PROPN
ajeer-227	207	75	college	college	PROPN
ajeer-227	207	76	1	1	NUM
ajeer-227	207	77	crs	crs	PROPN
ajeer-227	207	78	gujranwala	gujranwala	PROPN
ajeer-227	207	79	medical	medical	PROPN
ajeer-227	207	80	college	college	PROPN
ajeer-227	207	81	1	1	NUM
ajeer-227	207	82	rashid	rashid	PROPN
ajeer-227	207	83	latif	latif	PROPN
ajeer-227	207	84	medical	medical	PROPN
ajeer-227	207	85	college	college	PROPN
ajeer-227	207	86	1	1	NUM
ajeer-227	207	87	crs	crs	PROPN
ajeer-227	207	88	cmh	cmh	PROPN
ajeer-227	207	89	lahore	lahore	PROPN
ajeer-227	207	90	medical	medical	PROPN
ajeer-227	207	91	college	college	PROPN
ajeer-227	207	92	and	and	CCONJ
ajeer-227	207	93	institute	institute	PROPN
ajeer-227	207	94	of	of	ADP
ajeer-227	207	95	dentistry	dentistry	PROPN
ajeer-227	207	96	1	1	NUM
ajeer-227	207	97	sahiwal	sahiwal	PROPN
ajeer-227	207	98	medical	medical	PROPN
ajeer-227	207	99	college	college	PROPN
ajeer-227	207	100	1	1	NUM
ajeer-227	207	101	drs	drs	PROPN
ajeer-227	207	102	rawalpindi	rawalpindi	PROPN
ajeer-227	207	103	medical	medical	PROPN
ajeer-227	207	104	college	college	PROPN
ajeer-227	207	105	1	1	NUM
ajeer-227	207	106	drs	drs	PROPN
ajeer-227	207	107	sheikh	sheikh	NOUN
ajeer-227	207	108	zayed	zayed	PROPN
ajeer-227	207	109	medical	medical	PROPN
ajeer-227	207	110	college	college	PROPN
ajeer-227	207	111	r.y.k	r.y.k	NOUN
ajeer-227	207	112	2	2	NUM
ajeer-227	207	113	drs	drs	PROPN
ajeer-227	207	114	dera	dera	NOUN
ajeer-227	207	115	ghai	ghai	PROPN
ajeer-227	207	116	khan	khan	PROPN
ajeer-227	207	117	medical	medical	PROPN
ajeer-227	207	118	college	college	PROPN
ajeer-227	207	119	1	1	NUM
ajeer-227	207	120	irs	irs	PROPN
ajeer-227	207	121	quaid	quaid	PROPN
ajeer-227	207	122	-	-	PUNCT
ajeer-227	207	123	e	e	PROPN
ajeer-227	207	124	-	-	PROPN
ajeer-227	207	125	azam	azam	PROPN
ajeer-227	207	126	medical	medical	PROPN
ajeer-227	207	127	college	college	PROPN
ajeer-227	207	128	3	3	NUM
ajeer-227	207	129	drs	drs	PROPN
ajeer-227	207	130	khawaja	khawaja	PROPN
ajeer-227	207	131	safdar	safdar	PROPN
ajeer-227	207	132	medical	medical	PROPN
ajeer-227	207	133	college	college	PROPN
ajeer-227	207	134	,	,	PUNCT
ajeer-227	207	135	sialkot	sialkot	NOUN
ajeer-227	207	136	1	1	NUM
ajeer-227	207	137	drs	drs	PROPN
ajeer-227	207	138	punjab	punjab	PROPN
ajeer-227	207	139	medical	medical	PROPN
ajeer-227	207	140	college	college	PROPN
ajeer-227	207	141	faisalabad(allied	faisalabad(allie	VERB
ajeer-227	207	142	)	)	PUNCT
ajeer-227	207	143	4	4	NUM
ajeer-227	207	144	allama	allama	PROPN
ajeer-227	207	145	iqbal	iqbal	PROPN
ajeer-227	207	146	medical	medical	PROPN
ajeer-227	207	147	college	college	PROPN
ajeer-227	207	148	.	.	PUNCT
ajeer-227	208	1	1	1	NUM
ajeer-227	208	2	crs	crs	PROPN
ajeer-227	208	3	university	university	PROPN
ajeer-227	208	4	medical	medical	PROPN
ajeer-227	208	5	&	&	CCONJ
ajeer-227	208	6	dental	dental	PROPN
ajeer-227	208	7	college	college	PROPN
ajeer-227	208	8	faisalabad	faisalabad	PROPN
ajeer-227	208	9	5	5	NUM
ajeer-227	208	10	drs	drs	PROPN
ajeer-227	208	11	fmh	fmh	PROPN
ajeer-227	208	12	college	college	PROPN
ajeer-227	208	13	of	of	ADP
ajeer-227	208	14	medicine	medicine	PROPN
ajeer-227	208	15	&	&	CCONJ
ajeer-227	208	16	dentistry	dentistry	PROPN
ajeer-227	208	17	1	1	NUM
ajeer-227	208	18	crs	crs	PROPN
ajeer-227	208	19	nawaz	nawaz	PROPN
ajeer-227	208	20	sharif	sharif	PROPN
ajeer-227	208	21	medical	medical	PROPN
ajeer-227	208	22	college	college	PROPN
ajeer-227	208	23	university	university	PROPN
ajeer-227	208	24	of	of	ADP
ajeer-227	208	25	gujrat	gujrat	PROPN
ajeer-227	208	26	6	6	NUM
ajeer-227	208	27	drs	drs	ADJ
ajeer-227	208	28	central	central	ADJ
ajeer-227	208	29	park	park	PROPN
ajeer-227	208	30	medical	medical	PROPN
ajeer-227	208	31	college	college	PROPN
ajeer-227	208	32	1	1	NUM
ajeer-227	208	33	crs	crs	PROPN
ajeer-227	208	34	avicenna	avicenna	PROPN
ajeer-227	208	35	medical	medical	PROPN
ajeer-227	208	36	college	college	PROPN
ajeer-227	208	37	7	7	NUM
ajeer-227	208	38	drs	drs	PROPN
ajeer-227	208	39	azra	azra	PROPN
ajeer-227	208	40	naheed	naheed	PROPN
ajeer-227	208	41	medical	medical	PROPN
ajeer-227	208	42	college	college	PROPN
ajeer-227	208	43	1	1	NUM
ajeer-227	208	44	crs	crs	PROPN
ajeer-227	208	45	lahore	lahore	PROPN
ajeer-227	208	46	medical	medical	PROPN
ajeer-227	208	47	&	&	CCONJ
ajeer-227	208	48	dental	dental	PROPN
ajeer-227	208	49	college	college	NOUN
ajeer-227	208	50	8	8	NUM
ajeer-227	208	51	drs	drs	PROPN
ajeer-227	208	52	rehabber	rehabber	PROPN
ajeer-227	208	53	medical	medical	PROPN
ajeer-227	208	54	&	&	CCONJ
ajeer-227	208	55	dental	dental	ADJ
ajeer-227	208	56	college	college	NOUN
ajeer-227	208	57	,	,	PUNCT
ajeer-227	208	58	lahore	lahore	PROPN
ajeer-227	208	59	1	1	NUM
ajeer-227	208	60	crs	crs	PROPN
ajeer-227	208	61	continental	continental	PROPN
ajeer-227	208	62	medical	medical	PROPN
ajeer-227	208	63	college	college	PROPN
ajeer-227	208	64	lahore	lahore	PROPN
ajeer-227	208	65	9	9	NUM
ajeer-227	208	66	irs	irs	PROPN
ajeer-227	208	67	independent	independent	ADJ
ajeer-227	208	68	medical	medical	PROPN
ajeer-227	208	69	college	college	PROPN
ajeer-227	208	70	faisalabad	faisalabad	PROPN
ajeer-227	208	71	1	1	NUM
ajeer-227	208	72	crs	crs	PROPN
ajeer-227	208	73	source	source	NOUN
ajeer-227	208	74	:	:	PUNCT
ajeer-227	208	75	author	author	PROPN
ajeer-227	208	76	’s	’s	PART
ajeer-227	208	77	calculations	calculation	NOUN
ajeer-227	208	78	the	the	DET
ajeer-227	208	79	total	total	ADJ
ajeer-227	208	80	number	number	NOUN
ajeer-227	208	81	of	of	ADP
ajeer-227	208	82	efficient	efficient	ADJ
ajeer-227	208	83	medical	medical	ADJ
ajeer-227	208	84	colleges	college	NOUN
ajeer-227	208	85	in	in	ADP
ajeer-227	208	86	punjab	punjab	PROPN
ajeer-227	208	87	are	be	AUX
ajeer-227	208	88	20	20	NUM
ajeer-227	208	89	under	under	ADP
ajeer-227	208	90	crs	crs	PROPN
ajeer-227	208	91	and	and	CCONJ
ajeer-227	208	92	26	26	NUM
ajeer-227	208	93	under	under	ADP
ajeer-227	208	94	vrs	vrs	PROPN
ajeer-227	208	95	.	.	PUNCT
ajeer-227	209	1	the	the	DET
ajeer-227	209	2	20	20	NUM
ajeer-227	209	3	colleges	college	NOUN
ajeer-227	209	4	are	be	AUX
ajeer-227	209	5	found	find	VERB
ajeer-227	209	6	scale	scale	NOUN
ajeer-227	209	7	efficient	efficient	ADJ
ajeer-227	209	8	.	.	PUNCT
ajeer-227	210	1	the	the	DET
ajeer-227	210	2	maximum	maximum	ADJ
ajeer-227	210	3	efficiency	efficiency	NOUN
ajeer-227	210	4	score	score	NOUN
ajeer-227	210	5	is	be	AUX
ajeer-227	210	6	100	100	NUM
ajeer-227	210	7	%	%	NOUN
ajeer-227	210	8	while	while	SCONJ
ajeer-227	210	9	the	the	DET
ajeer-227	210	10	minimum	minimum	NOUN
ajeer-227	210	11	efficiency	efficiency	NOUN
ajeer-227	210	12	score	score	NOUN
ajeer-227	210	13	under	under	ADP
ajeer-227	210	14	crs	crs	PROPN
ajeer-227	210	15	is	be	AUX
ajeer-227	210	16	0.232	0.232	NUM
ajeer-227	210	17	obtained	obtain	VERB
ajeer-227	210	18	by	by	ADP
ajeer-227	210	19	the	the	DET
ajeer-227	210	20	continental	continental	PROPN
ajeer-227	210	21	medical	medical	PROPN
ajeer-227	210	22	college	college	PROPN
ajeer-227	210	23	in	in	ADP
ajeer-227	210	24	private	private	ADJ
ajeer-227	210	25	sector	sector	NOUN
ajeer-227	210	26	.	.	PUNCT
ajeer-227	211	1	table-8	table-8	NOUN
ajeer-227	211	2	.	.	PUNCT
ajeer-227	212	1	summary	summary	NOUN
ajeer-227	212	2	of	of	ADP
ajeer-227	212	3	efficiency	efficiency	NOUN
ajeer-227	212	4	aggregates	aggregate	NOUN
ajeer-227	212	5	efficiency	efficiency	NOUN
ajeer-227	212	6	aggregates	aggregate	NOUN
ajeer-227	212	7	under	under	ADP
ajeer-227	212	8	crs	crs	PROPN
ajeer-227	212	9	under	under	ADP
ajeer-227	212	10	vrs	vrs	NOUN
ajeer-227	212	11	scale	scale	NOUN
ajeer-227	212	12	efficiency	efficiency	NOUN
ajeer-227	212	13	number	number	NOUN
ajeer-227	212	14	of	of	ADP
ajeer-227	212	15	efficient	efficient	ADJ
ajeer-227	212	16	medical	medical	ADJ
ajeer-227	212	17	colleges	college	NOUN
ajeer-227	212	18	20	20	NUM
ajeer-227	212	19	27	27	NUM
ajeer-227	212	20	20	20	NUM
ajeer-227	212	21	number	number	NOUN
ajeer-227	212	22	of	of	ADP
ajeer-227	212	23	inefficient	inefficient	ADJ
ajeer-227	212	24	medical	medical	ADJ
ajeer-227	212	25	colleges	college	NOUN
ajeer-227	212	26	15	15	NUM
ajeer-227	212	27	8	8	NUM
ajeer-227	212	28	15	15	NUM
ajeer-227	212	29	maximum	maximum	ADJ
ajeer-227	212	30	efficiency	efficiency	NOUN
ajeer-227	212	31	(	(	PUNCT
ajeer-227	212	32	percentage	percentage	NOUN
ajeer-227	212	33	)	)	PUNCT
ajeer-227	212	34	1.00	1.00	NUM
ajeer-227	212	35	1.00	1.00	NUM
ajeer-227	212	36	1.00	1.00	NUM
ajeer-227	212	37	minimum	minimum	ADJ
ajeer-227	212	38	efficiency(percentage	efficiency(percentage	NOUN
ajeer-227	212	39	)	)	PUNCT
ajeer-227	212	40	0.227	0.227	NUM
ajeer-227	212	41	0.232	0.232	NUM
ajeer-227	212	42	0.233	0.233	NUM
ajeer-227	212	43	source	source	NOUN
ajeer-227	212	44	:	:	PUNCT
ajeer-227	212	45	author	author	NOUN
ajeer-227	212	46	’s	’s	PART
ajeer-227	212	47	calculations	calculations	PROPN
ajeer-227	212	48	asian	asian	ADJ
ajeer-227	212	49	journal	journal	NOUN
ajeer-227	212	50	of	of	ADP
ajeer-227	212	51	economics	economic	NOUN
ajeer-227	212	52	and	and	CCONJ
ajeer-227	212	53	empirical	empirical	ADJ
ajeer-227	212	54	research	research	NOUN
ajeer-227	212	55	,	,	PUNCT
ajeer-227	212	56	2017	2017	NUM
ajeer-227	212	57	,	,	PUNCT
ajeer-227	212	58	4(1	4(1	NOUN
ajeer-227	212	59	):	):	PUNCT
ajeer-227	212	60	14	14	NUM
ajeer-227	212	61	-	-	SYM
ajeer-227	212	62	24	24	NUM
ajeer-227	212	63	22	22	NUM
ajeer-227	212	64	14	14	NUM
ajeer-227	212	65	.	.	PUNCT
ajeer-227	213	1	pearson	pearson	PROPN
ajeer-227	213	2	correlation	correlation	NOUN
ajeer-227	213	3	of	of	ADP
ajeer-227	213	4	inputs	input	NOUN
ajeer-227	213	5	indicators	indicator	NOUN
ajeer-227	213	6	and	and	CCONJ
ajeer-227	213	7	efficiency	efficiency	NOUN
ajeer-227	213	8	scores	score	NOUN
ajeer-227	213	9	the	the	DET
ajeer-227	213	10	pearson	pearson	PROPN
ajeer-227	213	11	correlation	correlation	NOUN
ajeer-227	213	12	has	have	AUX
ajeer-227	213	13	been	be	AUX
ajeer-227	213	14	computed	compute	VERB
ajeer-227	213	15	between	between	ADP
ajeer-227	213	16	input	input	NOUN
ajeer-227	213	17	indicators	indicator	NOUN
ajeer-227	213	18	mentioned	mention	VERB
ajeer-227	213	19	in	in	ADP
ajeer-227	213	20	table	table	NOUN
ajeer-227	213	21	4	4	NUM
ajeer-227	213	22	and	and	CCONJ
ajeer-227	213	23	vrs	vrs	ADJ
ajeer-227	213	24	efficiency	efficiency	NOUN
ajeer-227	213	25	scores	score	NOUN
ajeer-227	213	26	.	.	PUNCT
ajeer-227	214	1	these	these	DET
ajeer-227	214	2	indicators	indicator	NOUN
ajeer-227	214	3	are	be	AUX
ajeer-227	214	4	not	not	PART
ajeer-227	214	5	expected	expect	VERB
ajeer-227	214	6	to	to	PART
ajeer-227	214	7	be	be	AUX
ajeer-227	214	8	the	the	DET
ajeer-227	214	9	defining	define	VERB
ajeer-227	214	10	factors	factor	NOUN
ajeer-227	214	11	of	of	ADP
ajeer-227	214	12	efficiency	efficiency	NOUN
ajeer-227	214	13	scores	score	NOUN
ajeer-227	214	14	.	.	PUNCT
ajeer-227	215	1	these	these	DET
ajeer-227	215	2	indicators	indicator	NOUN
ajeer-227	215	3	must	must	AUX
ajeer-227	215	4	not	not	PART
ajeer-227	215	5	be	be	AUX
ajeer-227	215	6	highly	highly	ADV
ajeer-227	215	7	correlated	correlate	VERB
ajeer-227	215	8	to	to	ADP
ajeer-227	215	9	the	the	DET
ajeer-227	215	10	efficiency	efficiency	NOUN
ajeer-227	215	11	scores	score	NOUN
ajeer-227	215	12	,	,	PUNCT
ajeer-227	215	13	because	because	SCONJ
ajeer-227	215	14	they	they	PRON
ajeer-227	215	15	only	only	ADV
ajeer-227	215	16	partially	partially	ADV
ajeer-227	215	17	measure	measure	VERB
ajeer-227	215	18	the	the	DET
ajeer-227	215	19	relation	relation	NOUN
ajeer-227	215	20	between	between	ADP
ajeer-227	215	21	some	some	DET
ajeer-227	215	22	inputs	input	NOUN
ajeer-227	215	23	and	and	CCONJ
ajeer-227	215	24	outputs	output	NOUN
ajeer-227	215	25	.	.	PUNCT
ajeer-227	216	1	all	all	DET
ajeer-227	216	2	the	the	DET
ajeer-227	216	3	indicators	indicator	NOUN
ajeer-227	216	4	are	be	AUX
ajeer-227	216	5	found	find	VERB
ajeer-227	216	6	insignificantly	insignificantly	ADV
ajeer-227	216	7	correlated	correlate	VERB
ajeer-227	216	8	to	to	ADP
ajeer-227	216	9	efficiency	efficiency	NOUN
ajeer-227	216	10	scores	score	NOUN
ajeer-227	216	11	(	(	PUNCT
ajeer-227	216	12	table	table	NOUN
ajeer-227	216	13	7	7	NUM
ajeer-227	216	14	)	)	PUNCT
ajeer-227	216	15	except	except	SCONJ
ajeer-227	216	16	employment	employment	NOUN
ajeer-227	216	17	related	relate	VERB
ajeer-227	216	18	expenses	expense	NOUN
ajeer-227	216	19	.	.	PUNCT
ajeer-227	217	1	the	the	DET
ajeer-227	217	2	employment	employment	NOUN
ajeer-227	217	3	related	relate	VERB
ajeer-227	217	4	expenses	expense	NOUN
ajeer-227	217	5	however	however	ADV
ajeer-227	217	6	are	be	AUX
ajeer-227	217	7	negatively	negatively	ADV
ajeer-227	217	8	and	and	CCONJ
ajeer-227	217	9	significantly	significantly	ADV
ajeer-227	217	10	correlated	correlate	VERB
ajeer-227	217	11	with	with	ADP
ajeer-227	217	12	the	the	DET
ajeer-227	217	13	vrs	vrs	PROPN
ajeer-227	217	14	efficiency	efficiency	NOUN
ajeer-227	217	15	scores	score	NOUN
ajeer-227	217	16	.	.	PUNCT
ajeer-227	218	1	the	the	PRON
ajeer-227	218	2	higher	high	ADJ
ajeer-227	218	3	the	the	DET
ajeer-227	218	4	employment	employment	NOUN
ajeer-227	218	5	related	relate	VERB
ajeer-227	218	6	expenses	expense	NOUN
ajeer-227	218	7	of	of	ADP
ajeer-227	218	8	dmu	dmu	PROPN
ajeer-227	218	9	would	would	AUX
ajeer-227	218	10	resulting	result	VERB
ajeer-227	218	11	a	a	DET
ajeer-227	218	12	lower	low	ADJ
ajeer-227	218	13	efficiency	efficiency	NOUN
ajeer-227	218	14	score	score	NOUN
ajeer-227	218	15	.	.	PUNCT
ajeer-227	219	1	15	15	X
ajeer-227	219	2	.	.	X
ajeer-227	219	3	econometric	econometric	ADJ
ajeer-227	219	4	analysis	analysis	NOUN
ajeer-227	219	5	of	of	ADP
ajeer-227	219	6	the	the	DET
ajeer-227	219	7	efficiency	efficiency	NOUN
ajeer-227	219	8	scores	score	NOUN
ajeer-227	219	9	and	and	CCONJ
ajeer-227	219	10	its	its	PRON
ajeer-227	219	11	determinants	determinant	NOUN
ajeer-227	219	12	the	the	DET
ajeer-227	219	13	relative	relative	ADJ
ajeer-227	219	14	efficiency	efficiency	NOUN
ajeer-227	219	15	scores	score	NOUN
ajeer-227	219	16	of	of	ADP
ajeer-227	219	17	medical	medical	ADJ
ajeer-227	219	18	colleges	college	NOUN
ajeer-227	219	19	calculated	calculate	VERB
ajeer-227	219	20	in	in	ADP
ajeer-227	219	21	the	the	DET
ajeer-227	219	22	previous	previous	ADJ
ajeer-227	219	23	section	section	NOUN
ajeer-227	219	24	was	be	AUX
ajeer-227	219	25	regressed	regress	VERB
ajeer-227	219	26	by	by	ADP
ajeer-227	219	27	using	use	VERB
ajeer-227	219	28	tobit	tobit	NOUN
ajeer-227	219	29	regression	regression	NOUN
ajeer-227	219	30	in	in	ADP
ajeer-227	219	31	this	this	DET
ajeer-227	219	32	section	section	NOUN
ajeer-227	219	33	against	against	ADP
ajeer-227	219	34	both	both	CCONJ
ajeer-227	219	35	discretionary	discretionary	ADJ
ajeer-227	219	36	and	and	CCONJ
ajeer-227	219	37	nondiscretionary	nondiscretionary	ADJ
ajeer-227	219	38	factors	factor	NOUN
ajeer-227	219	39	indicated	indicate	VERB
ajeer-227	219	40	in	in	ADP
ajeer-227	219	41	figure	figure	NOUN
ajeer-227	219	42	2	2	NUM
ajeer-227	219	43	.	.	PUNCT
ajeer-227	220	1	there	there	PRON
ajeer-227	220	2	are	be	VERB
ajeer-227	220	3	number	number	NOUN
ajeer-227	220	4	of	of	ADP
ajeer-227	220	5	regression	regression	NOUN
ajeer-227	220	6	techniques	technique	NOUN
ajeer-227	220	7	which	which	PRON
ajeer-227	220	8	can	can	AUX
ajeer-227	220	9	be	be	AUX
ajeer-227	220	10	usefully	usefully	ADV
ajeer-227	220	11	applied	apply	VERB
ajeer-227	220	12	at	at	ADP
ajeer-227	220	13	this	this	DET
ajeer-227	220	14	second	second	ADJ
ajeer-227	220	15	stage	stage	NOUN
ajeer-227	220	16	to	to	PART
ajeer-227	220	17	identify	identify	VERB
ajeer-227	220	18	the	the	DET
ajeer-227	220	19	most	most	ADV
ajeer-227	220	20	influencing	influence	VERB
ajeer-227	220	21	factors	factor	NOUN
ajeer-227	220	22	of	of	ADP
ajeer-227	220	23	inefficiency	inefficiency	NOUN
ajeer-227	220	24	such	such	ADJ
ajeer-227	220	25	as	as	ADP
ajeer-227	220	26	the	the	DET
ajeer-227	220	27	maximum	maximum	ADJ
ajeer-227	220	28	likelihood	likelihood	NOUN
ajeer-227	220	29	(	(	PUNCT
ajeer-227	220	30	ml	ml	NOUN
ajeer-227	220	31	)	)	PUNCT
ajeer-227	220	32	based	base	VERB
ajeer-227	220	33	probit	probit	NOUN
ajeer-227	220	34	,	,	PUNCT
ajeer-227	220	35	logit	logit	PROPN
ajeer-227	220	36	,	,	PUNCT
ajeer-227	220	37	the	the	DET
ajeer-227	220	38	ordinary	ordinary	ADJ
ajeer-227	220	39	least	least	ADJ
ajeer-227	220	40	square	square	ADJ
ajeer-227	220	41	method(ols	method(ol	NOUN
ajeer-227	220	42	)	)	PUNCT
ajeer-227	220	43	and	and	CCONJ
ajeer-227	220	44	censored	censor	VERB
ajeer-227	220	45	&	&	CCONJ
ajeer-227	220	46	truncated	truncated	ADJ
ajeer-227	220	47	regression	regression	NOUN
ajeer-227	220	48	(	(	PUNCT
ajeer-227	220	49	tobit	tobit	NOUN
ajeer-227	220	50	)	)	PUNCT
ajeer-227	220	51	.	.	PUNCT
ajeer-227	221	1	in	in	ADP
ajeer-227	221	2	this	this	DET
ajeer-227	221	3	analysis	analysis	NOUN
ajeer-227	221	4	,	,	PUNCT
ajeer-227	221	5	we	we	PRON
ajeer-227	221	6	employ	employ	VERB
ajeer-227	221	7	the	the	DET
ajeer-227	221	8	tobit	tobit	NOUN
ajeer-227	221	9	model	model	NOUN
ajeer-227	221	10	or	or	CCONJ
ajeer-227	221	11	censored	censor	VERB
ajeer-227	221	12	normal	normal	ADJ
ajeer-227	221	13	regression	regression	NOUN
ajeer-227	221	14	model	model	NOUN
ajeer-227	221	15	because	because	SCONJ
ajeer-227	221	16	of	of	ADP
ajeer-227	221	17	the	the	DET
ajeer-227	221	18	condition	condition	NOUN
ajeer-227	221	19	that	that	SCONJ
ajeer-227	221	20	all	all	DET
ajeer-227	221	21	values	value	NOUN
ajeer-227	221	22	of	of	ADP
ajeer-227	221	23	dea	dea	PROPN
ajeer-227	221	24	efficiency	efficiency	NOUN
ajeer-227	221	25	scores	score	NOUN
ajeer-227	221	26	are	be	AUX
ajeer-227	221	27	clustered	cluster	VERB
ajeer-227	221	28	around	around	ADV
ajeer-227	221	29	0	0	NUM
ajeer-227	221	30	to	to	PART
ajeer-227	221	31	1	1	NUM
ajeer-227	221	32	.	.	PUNCT
ajeer-227	221	33	for	for	ADP
ajeer-227	221	34	computational	computational	ADJ
ajeer-227	221	35	convenience	convenience	NOUN
ajeer-227	221	36	,	,	PUNCT
ajeer-227	221	37	the	the	DET
ajeer-227	221	38	tobit	tobit	NOUN
ajeer-227	221	39	model	model	NOUN
ajeer-227	221	40	is	be	AUX
ajeer-227	221	41	assumed	assume	VERB
ajeer-227	221	42	to	to	PART
ajeer-227	221	43	be	be	AUX
ajeer-227	221	44	left	leave	VERB
ajeer-227	221	45	censored	censor	VERB
ajeer-227	221	46	to	to	ADP
ajeer-227	221	47	zero	zero	NUM
ajeer-227	221	48	.	.	PUNCT
ajeer-227	222	1	for	for	ADP
ajeer-227	222	2	tobit	tobit	NOUN
ajeer-227	222	3	regression	regression	NOUN
ajeer-227	222	4	analysis	analysis	NOUN
ajeer-227	222	5	,	,	PUNCT
ajeer-227	222	6	the	the	DET
ajeer-227	222	7	first	first	ADJ
ajeer-227	222	8	step	step	NOUN
ajeer-227	222	9	is	be	AUX
ajeer-227	222	10	to	to	PART
ajeer-227	222	11	transform	transform	VERB
ajeer-227	222	12	the	the	DET
ajeer-227	222	13	vrs	vrs	ADJ
ajeer-227	222	14	dea	dea	PROPN
ajeer-227	222	15	efficiency	efficiency	NOUN
ajeer-227	222	16	scores	score	NOUN
ajeer-227	222	17	into	into	ADP
ajeer-227	222	18	inefficiency	inefficiency	NOUN
ajeer-227	222	19	scores	score	NOUN
ajeer-227	222	20	.	.	PUNCT
ajeer-227	223	1	for	for	ADP
ajeer-227	223	2	transformation	transformation	NOUN
ajeer-227	223	3	,	,	PUNCT
ajeer-227	223	4	the	the	DET
ajeer-227	223	5	formula	formula	NOUN
ajeer-227	223	6	given	give	VERB
ajeer-227	223	7	below	below	ADV
ajeer-227	223	8	is	be	AUX
ajeer-227	223	9	used	use	VERB
ajeer-227	223	10	.	.	PUNCT
ajeer-227	224	1	(	(	PUNCT
ajeer-227	224	2	see	see	VERB
ajeer-227	224	3	equation	equation	NOUN
ajeer-227	224	4	1	1	NUM
ajeer-227	224	5	)	)	PUNCT
ajeer-227	224	6	inefficiency	inefficiency	NOUN
ajeer-227	224	7	score	score	NOUN
ajeer-227	224	8	=	=	NOUN
ajeer-227	224	9	1	1	NUM
ajeer-227	224	10	1	1	NUM
ajeer-227	224	11	vrsefficiencyscore	vrsefficiencyscore	NOUN
ajeer-227	224	12			NOUN
ajeer-227	224	13	…	…	PUNCT
ajeer-227	224	14	…	…	SYM
ajeer-227	224	15	……	……	X
ajeer-227	224	16	(	(	PUNCT
ajeer-227	224	17	1	1	NUM
ajeer-227	224	18	)	)	PUNCT
ajeer-227	224	19	to	to	PART
ajeer-227	224	20	investigate	investigate	VERB
ajeer-227	224	21	the	the	DET
ajeer-227	224	22	relationship	relationship	NOUN
ajeer-227	224	23	between	between	ADP
ajeer-227	224	24	inefficiency	inefficiency	NOUN
ajeer-227	224	25	of	of	ADP
ajeer-227	224	26	medical	medical	ADJ
ajeer-227	224	27	colleges	college	NOUN
ajeer-227	224	28	and	and	CCONJ
ajeer-227	224	29	its	its	PRON
ajeer-227	224	30	determining	determine	VERB
ajeer-227	224	31	factors	factor	NOUN
ajeer-227	224	32	,	,	PUNCT
ajeer-227	224	33	the	the	DET
ajeer-227	224	34	standard	standard	ADJ
ajeer-227	224	35	tobit	tobit	NOUN
ajeer-227	224	36	model	model	NOUN
ajeer-227	224	37	can	can	AUX
ajeer-227	224	38	be	be	AUX
ajeer-227	224	39	defined	define	VERB
ajeer-227	224	40	as	as	SCONJ
ajeer-227	224	41	follows	follow	VERB
ajeer-227	224	42	:	:	PUNCT
ajeer-227	224	43	*	*	PUNCT
ajeer-227	224	44	*	*	PUNCT
ajeer-227	224	45	ify	ify	PROPN
ajeer-227	224	46	*	*	NOUN
ajeer-227	224	47	0	0	PUNCT
ajeer-227	225	1	y	y	NOUN
ajeer-227	225	2	0	0	PUNCT
ajeer-227	226	1	i	i	PRON
ajeer-227	226	2	i	i	PRON
ajeer-227	227	1	i	i	PRON
ajeer-227	227	2	i	i	PRON
ajeer-227	228	1	i	i	VERB
ajeer-227	228	2	y	y	VERB
ajeer-227	228	3	x	x	VERB
ajeer-227	228	4	y	y	NOUN
ajeer-227	228	5	y	y	PROPN
ajeer-227	228	6	otherwise	otherwise	ADV
ajeer-227	228	7			PROPN
ajeer-227	228	8			PROPN
ajeer-227	228	9			VERB
ajeer-227	229	1			PRON
ajeer-227	229	2			VERB
ajeer-227	229	3			NUM
ajeer-227	229	4	…	…	PUNCT
ajeer-227	229	5	…	…	PUNCT
ajeer-227	229	6	…	…	PUNCT
ajeer-227	229	7	……	……	NOUN
ajeer-227	229	8	……	……	NOUN
ajeer-227	229	9	(	(	PUNCT
ajeer-227	229	10	2	2	NUM
ajeer-227	229	11	)	)	PUNCT
ajeer-227	229	12	where	where	SCONJ
ajeer-227	229	13	2~	2~	X
ajeer-227	229	14	(	(	PUNCT
ajeer-227	229	15	0	0	NUM
ajeer-227	229	16	,	,	PUNCT
ajeer-227	229	17	)	)	PUNCT
ajeer-227	230	1	i	i	PRON
ajeer-227	230	2	n	n	PROPN
ajeer-227	230	3			PROPN
ajeer-227	230	4	,	,	PUNCT
ajeer-227	230	5	β	β	PRON
ajeer-227	230	6	represent	represent	VERB
ajeer-227	230	7	the	the	DET
ajeer-227	230	8	coefficient	coefficient	NOUN
ajeer-227	230	9	parameter	parameter	NOUN
ajeer-227	230	10	for	for	ADP
ajeer-227	230	11	all	all	DET
ajeer-227	230	12	explanatory	explanatory	ADJ
ajeer-227	230	13	variable	variable	NOUN
ajeer-227	230	14	xi	xi	INTJ
ajeer-227	230	15	.	.	PUNCT
ajeer-227	231	1	after	after	ADP
ajeer-227	231	2	the	the	DET
ajeer-227	231	3	transformation	transformation	NOUN
ajeer-227	231	4	of	of	ADP
ajeer-227	231	5	dea	dea	PROPN
ajeer-227	231	6	scores	score	NOUN
ajeer-227	231	7	,	,	PUNCT
ajeer-227	231	8	the	the	DET
ajeer-227	231	9	coefficient	coefficient	NOUN
ajeer-227	231	10	of	of	ADP
ajeer-227	231	11	the	the	DET
ajeer-227	231	12	tobit	tobit	NOUN
ajeer-227	231	13	model	model	NOUN
ajeer-227	231	14	can	can	AUX
ajeer-227	231	15	be	be	AUX
ajeer-227	231	16	interpreted	interpret	VERB
ajeer-227	231	17	as	as	SCONJ
ajeer-227	231	18	if	if	SCONJ
ajeer-227	231	19	it	it	PRON
ajeer-227	231	20	is	be	AUX
ajeer-227	231	21	a	a	DET
ajeer-227	231	22	coefficient	coefficient	NOUN
ajeer-227	231	23	of	of	ADP
ajeer-227	231	24	an	an	DET
ajeer-227	231	25	ordinary	ordinary	ADJ
ajeer-227	231	26	least	least	ADJ
ajeer-227	231	27	squares	square	NOUN
ajeer-227	231	28	regression	regression	NOUN
ajeer-227	231	29	that	that	PRON
ajeer-227	231	30	represent	represent	VERB
ajeer-227	231	31	the	the	DET
ajeer-227	231	32	proportionate	proportionate	ADJ
ajeer-227	231	33	change	change	NOUN
ajeer-227	231	34	in	in	ADP
ajeer-227	231	35	response	response	NOUN
ajeer-227	231	36	variable	variable	NOUN
ajeer-227	231	37	,	,	PUNCT
ajeer-227	231	38	due	due	ADP
ajeer-227	231	39	to	to	ADP
ajeer-227	231	40	a	a	DET
ajeer-227	231	41	one	one	NUM
ajeer-227	231	42	unit	unit	NOUN
ajeer-227	231	43	change	change	NOUN
ajeer-227	231	44	in	in	ADP
ajeer-227	231	45	explanatory	explanatory	ADJ
ajeer-227	231	46	variable	variable	NOUN
ajeer-227	231	47	while	while	SCONJ
ajeer-227	231	48	keeping	keep	VERB
ajeer-227	231	49	constant	constant	ADJ
ajeer-227	231	50	.	.	PUNCT
ajeer-227	232	1	to	to	PART
ajeer-227	232	2	significantly	significantly	ADV
ajeer-227	232	3	explain	explain	VERB
ajeer-227	232	4	the	the	DET
ajeer-227	232	5	determinants	determinant	NOUN
ajeer-227	232	6	of	of	ADP
ajeer-227	232	7	inefficiencies	inefficiency	NOUN
ajeer-227	232	8	,	,	PUNCT
ajeer-227	232	9	we	we	PRON
ajeer-227	232	10	have	have	AUX
ajeer-227	232	11	selected	select	VERB
ajeer-227	232	12	some	some	DET
ajeer-227	232	13	potential	potential	ADJ
ajeer-227	232	14	variables	variable	NOUN
ajeer-227	232	15	.	.	PUNCT
ajeer-227	233	1	by	by	ADP
ajeer-227	233	2	using	use	VERB
ajeer-227	233	3	an	an	DET
ajeer-227	233	4	iterative	iterative	NOUN
ajeer-227	233	5	process	process	NOUN
ajeer-227	233	6	,	,	PUNCT
ajeer-227	233	7	the	the	DET
ajeer-227	233	8	models	model	NOUN
ajeer-227	233	9	consist	consist	VERB
ajeer-227	233	10	of	of	ADP
ajeer-227	233	11	several	several	ADJ
ajeer-227	233	12	endogenous	endogenous	ADJ
ajeer-227	233	13	and	and	CCONJ
ajeer-227	233	14	exogenous	exogenous	ADJ
ajeer-227	233	15	variables	variable	NOUN
ajeer-227	233	16	have	have	AUX
ajeer-227	233	17	been	be	AUX
ajeer-227	233	18	run	run	VERB
ajeer-227	233	19	but	but	CCONJ
ajeer-227	233	20	the	the	DET
ajeer-227	233	21	finally	finally	ADV
ajeer-227	233	22	selected	select	VERB
ajeer-227	233	23	model	model	NOUN
ajeer-227	233	24	to	to	PART
ajeer-227	233	25	explain	explain	VERB
ajeer-227	233	26	the	the	DET
ajeer-227	233	27	empirical	empirical	ADJ
ajeer-227	233	28	results	result	NOUN
ajeer-227	233	29	is	be	AUX
ajeer-227	233	30	based	base	VERB
ajeer-227	233	31	on	on	ADP
ajeer-227	233	32	chi	chi	PROPN
ajeer-227	233	33	square	square	PROPN
ajeer-227	233	34	and	and	CCONJ
ajeer-227	233	35	is	be	AUX
ajeer-227	233	36	given	give	VERB
ajeer-227	233	37	below	below	ADP
ajeer-227	233	38	:	:	PUNCT
ajeer-227	233	39	1	1	NUM
ajeer-227	233	40	2	2	NUM
ajeer-227	233	41	3	3	NUM
ajeer-227	233	42	4	4	NUM
ajeer-227	233	43	5	5	NUM
ajeer-227	233	44	6deg	6deg	NUM
ajeer-227	233	45	expineffmc	expineffmc	NOUN
ajeer-227	233	46	tenrolled	tenrolle	VERB
ajeer-227	233	47	ug	ug	ADP
ajeer-227	233	48	tr	tr	PUNCT
ajeer-227	233	49	tstaff	tstaff	PROPN
ajeer-227	233	50	own	own	PROPN
ajeer-227	233	51			PROPN
ajeer-227	233	52			PROPN
ajeer-227	233	53			PROPN
ajeer-227	233	54			PROPN
ajeer-227	233	55			PROPN
ajeer-227	233	56			VERB
ajeer-227	233	57			PROPN
ajeer-227	233	58			PROPN
ajeer-227	233	59			PROPN
ajeer-227	233	60			PROPN
ajeer-227	233	61			VERB
ajeer-227	233	62			PUNCT
ajeer-227	233	63	total	total	ADJ
ajeer-227	233	64	undergraduate	undergraduate	NOUN
ajeer-227	233	65	enrolled	enrol	VERB
ajeer-227	233	66	students	student	NOUN
ajeer-227	233	67	in	in	ADP
ajeer-227	233	68	the	the	DET
ajeer-227	233	69	institution	institution	NOUN
ajeer-227	233	70	and	and	CCONJ
ajeer-227	233	71	undergraduate	undergraduate	NOUN
ajeer-227	233	72	degrees	degree	NOUN
ajeer-227	233	73	issued	issue	VERB
ajeer-227	233	74	by	by	ADP
ajeer-227	233	75	the	the	DET
ajeer-227	233	76	institution	institution	NOUN
ajeer-227	233	77	are	be	AUX
ajeer-227	233	78	the	the	DET
ajeer-227	233	79	important	important	ADJ
ajeer-227	233	80	output	output	NOUN
ajeer-227	233	81	of	of	ADP
ajeer-227	233	82	any	any	DET
ajeer-227	233	83	medical	medical	ADJ
ajeer-227	233	84	institution	institution	NOUN
ajeer-227	233	85	.	.	PUNCT
ajeer-227	234	1	accordingly	accordingly	ADV
ajeer-227	234	2	,	,	PUNCT
ajeer-227	234	3	both	both	DET
ajeer-227	234	4	variables	variable	NOUN
ajeer-227	234	5	are	be	AUX
ajeer-227	234	6	incorporated	incorporate	VERB
ajeer-227	234	7	here	here	ADV
ajeer-227	234	8	.	.	PUNCT
ajeer-227	235	1	student	student	NOUN
ajeer-227	235	2	’s	’s	PART
ajeer-227	235	3	fees	fee	NOUN
ajeer-227	235	4	are	be	AUX
ajeer-227	235	5	the	the	DET
ajeer-227	235	6	major	major	ADJ
ajeer-227	235	7	operating	operating	NOUN
ajeer-227	235	8	revenue	revenue	NOUN
ajeer-227	235	9	of	of	ADP
ajeer-227	235	10	medical	medical	ADJ
ajeer-227	235	11	college	college	PROPN
ajeer-227	235	12	/	/	SYM
ajeer-227	235	13	university	university	NOUN
ajeer-227	235	14	.	.	PUNCT
ajeer-227	236	1	the	the	DET
ajeer-227	236	2	indicators	indicator	NOUN
ajeer-227	236	3	of	of	ADP
ajeer-227	236	4	total	total	ADJ
ajeer-227	236	5	expenditures	expenditure	NOUN
ajeer-227	236	6	in	in	ADP
ajeer-227	236	7	term	term	NOUN
ajeer-227	236	8	of	of	ADP
ajeer-227	236	9	teaching	teaching	NOUN
ajeer-227	236	10	staff	staff	NOUN
ajeer-227	236	11	salaries	salary	NOUN
ajeer-227	236	12	and	and	CCONJ
ajeer-227	236	13	total	total	ADJ
ajeer-227	236	14	number	number	NOUN
ajeer-227	236	15	of	of	ADP
ajeer-227	236	16	staff	staff	NOUN
ajeer-227	236	17	is	be	AUX
ajeer-227	236	18	also	also	ADV
ajeer-227	236	19	incorporated	incorporate	VERB
ajeer-227	236	20	in	in	ADP
ajeer-227	236	21	model	model	NOUN
ajeer-227	236	22	.	.	PUNCT
ajeer-227	237	1	the	the	DET
ajeer-227	237	2	dummy	dummy	ADJ
ajeer-227	237	3	variable	variable	NOUN
ajeer-227	237	4	of	of	ADP
ajeer-227	237	5	medical	medical	ADJ
ajeer-227	237	6	college	college	NOUN
ajeer-227	237	7	/	/	SYM
ajeer-227	237	8	university	university	NOUN
ajeer-227	237	9	ownership	ownership	NOUN
ajeer-227	237	10	status	status	NOUN
ajeer-227	237	11	has	have	AUX
ajeer-227	237	12	also	also	ADV
ajeer-227	237	13	been	be	AUX
ajeer-227	237	14	included	include	VERB
ajeer-227	237	15	in	in	ADP
ajeer-227	237	16	the	the	DET
ajeer-227	237	17	model	model	NOUN
ajeer-227	237	18	to	to	PART
ajeer-227	237	19	reflect	reflect	VERB
ajeer-227	237	20	the	the	DET
ajeer-227	237	21	effect	effect	NOUN
ajeer-227	237	22	on	on	ADP
ajeer-227	237	23	the	the	DET
ajeer-227	237	24	inefficiencies	inefficiency	NOUN
ajeer-227	237	25	16	16	NUM
ajeer-227	237	26	.	.	PUNCT
ajeer-227	238	1	results	result	NOUN
ajeer-227	238	2	of	of	ADP
ajeer-227	238	3	tobit	tobit	NOUN
ajeer-227	238	4	regression	regression	NOUN
ajeer-227	238	5	it	it	PRON
ajeer-227	238	6	is	be	AUX
ajeer-227	238	7	observed	observe	VERB
ajeer-227	238	8	that	that	SCONJ
ajeer-227	238	9	the	the	DET
ajeer-227	238	10	coefficients	coefficient	NOUN
ajeer-227	238	11	of	of	ADP
ajeer-227	238	12	all	all	DET
ajeer-227	238	13	variables	variable	NOUN
ajeer-227	238	14	are	be	AUX
ajeer-227	238	15	not	not	PART
ajeer-227	238	16	jointly	jointly	ADV
ajeer-227	238	17	equal	equal	ADJ
ajeer-227	238	18	to	to	ADP
ajeer-227	238	19	zero(prob	zero(prob	PROPN
ajeer-227	238	20	>	>	X
ajeer-227	238	21	chi2	chi2	PROPN
ajeer-227	238	22	)	)	PUNCT
ajeer-227	238	23	,	,	PUNCT
ajeer-227	238	24	so	so	ADV
ajeer-227	238	25	we	we	PRON
ajeer-227	238	26	are	be	AUX
ajeer-227	238	27	in	in	ADP
ajeer-227	238	28	the	the	DET
ajeer-227	238	29	position	position	NOUN
ajeer-227	238	30	to	to	PART
ajeer-227	238	31	reject	reject	VERB
ajeer-227	238	32	the	the	DET
ajeer-227	238	33	null	null	ADJ
ajeer-227	238	34	hypothesis	hypothesis	NOUN
ajeer-227	238	35	that	that	PRON
ajeer-227	238	36	the	the	DET
ajeer-227	238	37	regression	regression	NOUN
ajeer-227	238	38	coefficients	coefficient	NOUN
ajeer-227	238	39	of	of	ADP
ajeer-227	238	40	all	all	DET
ajeer-227	238	41	independent	independent	ADJ
ajeer-227	238	42	variables	variable	NOUN
ajeer-227	238	43	are	be	AUX
ajeer-227	238	44	jointly	jointly	ADV
ajeer-227	238	45	equal	equal	ADJ
ajeer-227	238	46	to	to	ADP
ajeer-227	238	47	zero	zero	NUM
ajeer-227	238	48	,	,	PUNCT
ajeer-227	238	49	consequently	consequently	ADV
ajeer-227	238	50	the	the	DET
ajeer-227	238	51	model	model	NOUN
ajeer-227	238	52	as	as	ADP
ajeer-227	238	53	a	a	DET
ajeer-227	238	54	whole	whole	NOUN
ajeer-227	238	55	is	be	AUX
ajeer-227	238	56	fit	fit	ADJ
ajeer-227	238	57	significantly	significantly	ADV
ajeer-227	238	58	.	.	PUNCT
ajeer-227	239	1	the	the	DET
ajeer-227	239	2	coefficient	coefficient	NOUN
ajeer-227	239	3	of	of	ADP
ajeer-227	239	4	total	total	ADJ
ajeer-227	239	5	number	number	NOUN
ajeer-227	239	6	of	of	ADP
ajeer-227	239	7	enrolled	enrol	VERB
ajeer-227	239	8	undergraduate	undergraduate	ADJ
ajeer-227	239	9	students	student	NOUN
ajeer-227	239	10	reflect	reflect	VERB
ajeer-227	239	11	negative	negative	ADJ
ajeer-227	239	12	sign	sign	NOUN
ajeer-227	239	13	but	but	CCONJ
ajeer-227	239	14	the	the	DET
ajeer-227	239	15	coefficient	coefficient	NOUN
ajeer-227	239	16	is	be	AUX
ajeer-227	239	17	statistically	statistically	ADV
ajeer-227	239	18	insignificant	insignificant	ADJ
ajeer-227	239	19	at	at	ADP
ajeer-227	239	20	the	the	DET
ajeer-227	239	21	selected	select	VERB
ajeer-227	239	22	level	level	NOUN
ajeer-227	239	23	.	.	PUNCT
ajeer-227	240	1	total	total	ADJ
ajeer-227	240	2	number	number	NOUN
ajeer-227	240	3	of	of	ADP
ajeer-227	240	4	ug	ug	ADP
ajeer-227	240	5	enrolled	enrol	VERB
ajeer-227	240	6	students	student	NOUN
ajeer-227	240	7	in	in	ADP
ajeer-227	240	8	the	the	DET
ajeer-227	240	9	institution	institution	NOUN
ajeer-227	240	10	are	be	AUX
ajeer-227	240	11	negatively	negatively	ADV
ajeer-227	240	12	linked	link	VERB
ajeer-227	240	13	to	to	ADP
ajeer-227	240	14	the	the	DET
ajeer-227	240	15	inefficiencies	inefficiency	NOUN
ajeer-227	240	16	and	and	CCONJ
ajeer-227	240	17	is	be	AUX
ajeer-227	240	18	statistically	statistically	ADV
ajeer-227	240	19	significant	significant	ADJ
ajeer-227	240	20	to	to	PART
ajeer-227	240	21	determine	determine	VERB
ajeer-227	240	22	the	the	DET
ajeer-227	240	23	inefficiency	inefficiency	NOUN
ajeer-227	240	24	.	.	PUNCT
ajeer-227	241	1	one	one	NUM
ajeer-227	241	2	unit	unit	NOUN
ajeer-227	241	3	increase	increase	NOUN
ajeer-227	241	4	in	in	ADP
ajeer-227	241	5	number	number	NOUN
ajeer-227	241	6	of	of	ADP
ajeer-227	241	7	ug	ug	ADP
ajeer-227	241	8	students	student	NOUN
ajeer-227	241	9	is	be	AUX
ajeer-227	241	10	likely	likely	ADJ
ajeer-227	241	11	to	to	PART
ajeer-227	241	12	decrease	decrease	VERB
ajeer-227	241	13	the	the	DET
ajeer-227	241	14	inefficiency	inefficiency	NOUN
ajeer-227	241	15	score	score	NOUN
ajeer-227	241	16	by	by	ADP
ajeer-227	241	17	.00205	.00205	PROPN
ajeer-227	241	18	%	%	NOUN
ajeer-227	241	19	.	.	PUNCT
ajeer-227	242	1	total	total	ADJ
ajeer-227	242	2	revenue	revenue	NOUN
ajeer-227	242	3	from	from	ADP
ajeer-227	242	4	student	student	NOUN
ajeer-227	242	5	fee(tr	fee(tr	PROPN
ajeer-227	242	6	)	)	PUNCT
ajeer-227	242	7	is	be	AUX
ajeer-227	242	8	also	also	ADV
ajeer-227	242	9	found	find	VERB
ajeer-227	242	10	statistically	statistically	ADV
ajeer-227	242	11	significant	significant	ADJ
ajeer-227	242	12	which	which	PRON
ajeer-227	242	13	means	mean	VERB
ajeer-227	242	14	that	that	SCONJ
ajeer-227	242	15	this	this	DET
ajeer-227	242	16	indicator	indicator	NOUN
ajeer-227	242	17	has	have	AUX
ajeer-227	242	18	negatively	negatively	ADV
ajeer-227	242	19	influencing	influence	VERB
ajeer-227	242	20	feature	feature	NOUN
ajeer-227	242	21	on	on	ADP
ajeer-227	242	22	the	the	DET
ajeer-227	242	23	inefficiency	inefficiency	NOUN
ajeer-227	242	24	of	of	ADP
ajeer-227	242	25	medical	medical	ADJ
ajeer-227	242	26	colleges	college	NOUN
ajeer-227	242	27	during	during	ADP
ajeer-227	242	28	the	the	DET
ajeer-227	242	29	period	period	NOUN
ajeer-227	242	30	of	of	ADP
ajeer-227	242	31	analysis	analysis	NOUN
ajeer-227	242	32	.	.	PUNCT
ajeer-227	243	1	employment	employment	NOUN
ajeer-227	243	2	related	relate	VERB
ajeer-227	243	3	expenses	expense	NOUN
ajeer-227	243	4	variable	variable	NOUN
ajeer-227	243	5	is	be	AUX
ajeer-227	243	6	also	also	ADV
ajeer-227	243	7	found	find	VERB
ajeer-227	243	8	statistically	statistically	ADV
ajeer-227	243	9	significant	significant	ADJ
ajeer-227	243	10	and	and	CCONJ
ajeer-227	243	11	is	be	AUX
ajeer-227	243	12	positively	positively	ADV
ajeer-227	243	13	linked	link	VERB
ajeer-227	243	14	to	to	PART
ajeer-227	243	15	determine	determine	VERB
ajeer-227	243	16	the	the	DET
ajeer-227	243	17	inefficiency	inefficiency	NOUN
ajeer-227	243	18	of	of	ADP
ajeer-227	243	19	unit	unit	NOUN
ajeer-227	243	20	.	.	PUNCT
ajeer-227	244	1	total	total	ADJ
ajeer-227	244	2	teaching	teaching	NOUN
ajeer-227	244	3	staff	staff	NOUN
ajeer-227	244	4	,	,	PUNCT
ajeer-227	244	5	available	available	ADJ
ajeer-227	244	6	training	training	NOUN
ajeer-227	244	7	beds	bed	NOUN
ajeer-227	244	8	and	and	CCONJ
ajeer-227	244	9	ownership	ownership	NOUN
ajeer-227	244	10	status	status	NOUN
ajeer-227	244	11	are	be	AUX
ajeer-227	244	12	not	not	PART
ajeer-227	244	13	significant	significant	ADJ
ajeer-227	244	14	indicators	indicator	NOUN
ajeer-227	244	15	to	to	PART
ajeer-227	244	16	explain	explain	VERB
ajeer-227	244	17	the	the	DET
ajeer-227	244	18	inefficiency	inefficiency	NOUN
ajeer-227	244	19	of	of	ADP
ajeer-227	244	20	medical	medical	ADJ
ajeer-227	244	21	colleges	college	NOUN
ajeer-227	244	22	.	.	PUNCT
ajeer-227	245	1	we	we	PRON
ajeer-227	245	2	can	can	AUX
ajeer-227	245	3	conclude	conclude	VERB
ajeer-227	245	4	that	that	SCONJ
ajeer-227	245	5	the	the	DET
ajeer-227	245	6	management	management	NOUN
ajeer-227	245	7	and	and	CCONJ
ajeer-227	245	8	ownership	ownership	NOUN
ajeer-227	245	9	of	of	ADP
ajeer-227	245	10	medical	medical	ADJ
ajeer-227	245	11	colleges	college	NOUN
ajeer-227	245	12	are	be	AUX
ajeer-227	245	13	likely	likely	ADJ
ajeer-227	245	14	to	to	PART
ajeer-227	245	15	be	be	AUX
ajeer-227	245	16	more	more	ADV
ajeer-227	245	17	efficient	efficient	ADJ
ajeer-227	245	18	if	if	SCONJ
ajeer-227	245	19	focus	focus	VERB
ajeer-227	245	20	on	on	ADP
ajeer-227	245	21	the	the	DET
ajeer-227	245	22	significant	significant	ADJ
ajeer-227	245	23	indicators	indicator	NOUN
ajeer-227	245	24	influencing	influence	VERB
ajeer-227	245	25	the	the	DET
ajeer-227	245	26	inefficiency	inefficiency	NOUN
ajeer-227	245	27	of	of	ADP
ajeer-227	245	28	medical	medical	ADJ
ajeer-227	245	29	colleges	college	NOUN
ajeer-227	245	30	.	.	PUNCT
ajeer-227	246	1	asian	asian	ADJ
ajeer-227	246	2	journal	journal	PROPN
ajeer-227	246	3	of	of	ADP
ajeer-227	246	4	economics	economic	NOUN
ajeer-227	246	5	and	and	CCONJ
ajeer-227	246	6	empirical	empirical	ADJ
ajeer-227	246	7	research	research	NOUN
ajeer-227	246	8	,	,	PUNCT
ajeer-227	246	9	2017	2017	NUM
ajeer-227	246	10	,	,	PUNCT
ajeer-227	246	11	4(1	4(1	NOUN
ajeer-227	246	12	):	):	PUNCT
ajeer-227	246	13	14	14	NUM
ajeer-227	246	14	-	-	SYM
ajeer-227	246	15	24	24	NUM
ajeer-227	246	16	23	23	NUM
ajeer-227	246	17	figure-4	figure-4	NOUN
ajeer-227	246	18	.	.	PUNCT
ajeer-227	246	19	efficiency	efficiency	NOUN
ajeer-227	246	20	scores	score	NOUN
ajeer-227	246	21	of	of	ADP
ajeer-227	246	22	teaching	teach	VERB
ajeer-227	246	23	hospitals	hospital	NOUN
ajeer-227	246	24	source	source	NOUN
ajeer-227	246	25	:	:	PUNCT
ajeer-227	246	26	author	author	NOUN
ajeer-227	246	27	’s	’s	PART
ajeer-227	246	28	calculations	calculation	NOUN
ajeer-227	246	29	table-10	table-10	PROPN
ajeer-227	246	30	.	.	PROPN
ajeer-227	246	31	results	result	NOUN
ajeer-227	246	32	of	of	ADP
ajeer-227	246	33	tobit	tobit	NOUN
ajeer-227	246	34	model	model	NOUN
ajeer-227	246	35	variables	variables	PROPN
ajeer-227	246	36	coefficient	coefficient	NOUN
ajeer-227	246	37	t	t	PROPN
ajeer-227	246	38	p>|t|	p>|t|	PROPN
ajeer-227	246	39	total	total	ADJ
ajeer-227	246	40	number	number	NOUN
ajeer-227	246	41	of	of	ADP
ajeer-227	246	42	undergraduate	undergraduate	NOUN
ajeer-227	246	43	enrolled	enrol	VERB
ajeer-227	246	44	(	(	PUNCT
ajeer-227	246	45	t	t	PROPN
ajeer-227	246	46	enrolled	enrol	VERB
ajeer-227	246	47	)	)	PUNCT
ajeer-227	246	48	-.002327	-.002327	PUNCT
ajeer-227	246	49	-1.43	-1.43	NOUN
ajeer-227	246	50	0.164	0.164	NUM
ajeer-227	246	51	quantity	quantity	NOUN
ajeer-227	246	52	of	of	ADP
ajeer-227	246	53	undergraduate	undergraduate	ADJ
ajeer-227	246	54	degrees	degree	NOUN
ajeer-227	246	55	(	(	PUNCT
ajeer-227	246	56	ug	ug	ADP
ajeer-227	246	57	deg	deg	PROPN
ajeer-227	246	58	)	)	PUNCT
ajeer-227	246	59	-.002055	-.002055	PUNCT
ajeer-227	246	60	3.75	3.75	NUM
ajeer-227	246	61	0.001	0.001	NUM
ajeer-227	246	62	total	total	NOUN
ajeer-227	246	63	revenue	revenue	NOUN
ajeer-227	246	64	from	from	ADP
ajeer-227	246	65	students	student	NOUN
ajeer-227	246	66	’	'	PUNCT
ajeer-227	246	67	fee(tr	fee(tr	PROPN
ajeer-227	246	68	)	)	PUNCT
ajeer-227	246	69	-.0000075	-.0000075	PUNCT
ajeer-227	246	70	-2.62	-2.62	NUM
ajeer-227	246	71	0.014	0.014	NUM
ajeer-227	246	72	total	total	ADJ
ajeer-227	246	73	teaching	teaching	NOUN
ajeer-227	246	74	staff	staff	NOUN
ajeer-227	246	75	(	(	PUNCT
ajeer-227	246	76	t	t	NOUN
ajeer-227	246	77	staff	staff	NOUN
ajeer-227	246	78	)	)	PUNCT
ajeer-227	247	1	.0016315	.0016315	PROPN
ajeer-227	247	2	0.47	0.47	NUM
ajeer-227	247	3	0.645	0.645	NUM
ajeer-227	247	4	total	total	ADJ
ajeer-227	247	5	available	available	ADJ
ajeer-227	247	6	training	training	NOUN
ajeer-227	247	7	beds	bed	NOUN
ajeer-227	247	8	(	(	PUNCT
ajeer-227	247	9	tb	tb	NOUN
ajeer-227	247	10	)	)	PUNCT
ajeer-227	247	11	-.0001604	-.0001604	PUNCT
ajeer-227	247	12	0.17	0.17	NUM
ajeer-227	247	13	0.863	0.863	NUM
ajeer-227	247	14	total	total	ADJ
ajeer-227	247	15	employments	employment	NOUN
ajeer-227	247	16	related	relate	VERB
ajeer-227	247	17	expenses	expense	NOUN
ajeer-227	247	18	.000000586	.000000586	PROPN
ajeer-227	248	1	1.90	1.90	NUM
ajeer-227	248	2	0.069	0.069	NUM
ajeer-227	248	3	ownership	ownership	NOUN
ajeer-227	248	4	1.5591	1.5591	NUM
ajeer-227	248	5	-0.47	-0.47	DET
ajeer-227	248	6	0.644	0.644	NUM
ajeer-227	248	7	source	source	NOUN
ajeer-227	248	8	:	:	PUNCT
ajeer-227	248	9	author	author	NOUN
ajeer-227	248	10	’s	’s	PART
ajeer-227	248	11	calculations	calculation	NOUN
ajeer-227	248	12	number	number	NOUN
ajeer-227	248	13	of	of	ADP
ajeer-227	248	14	observations	observation	NOUN
ajeer-227	248	15	=	=	SYM
ajeer-227	248	16	35	35	NUM
ajeer-227	248	17	lr	lr	PROPN
ajeer-227	248	18	chi2(7	chi2(7	PROPN
ajeer-227	248	19	)	)	PUNCT
ajeer-227	248	20	=	=	PROPN
ajeer-227	248	21	20.66	20.66	NUM
ajeer-227	248	22	prob	prob	NOUN
ajeer-227	248	23	>	>	X
ajeer-227	248	24	chi2	chi2	PROPN
ajeer-227	248	25	=	=	SYM
ajeer-227	248	26	0.0043	0.0043	NUM
ajeer-227	248	27	log	log	NOUN
ajeer-227	248	28	likelihood	likelihood	NOUN
ajeer-227	248	29	=	=	SYM
ajeer-227	248	30	214383	214383	NUM
ajeer-227	248	31	pseudo	pseudo	NOUN
ajeer-227	248	32	r2	r2	NOUN
ajeer-227	248	33	=	=	PUNCT
ajeer-227	248	34	0.3252	0.3252	NUM
ajeer-227	248	35	17	17	NUM
ajeer-227	248	36	.	.	PUNCT
ajeer-227	249	1	data	datum	NOUN
ajeer-227	249	2	and	and	CCONJ
ajeer-227	249	3	variable	variable	ADJ
ajeer-227	249	4	selection	selection	NOUN
ajeer-227	249	5	for	for	ADP
ajeer-227	249	6	teaching	teaching	NOUN
ajeer-227	249	7	hospitals	hospital	NOUN
ajeer-227	249	8	in	in	ADP
ajeer-227	249	9	punjab	punjab	NOUN
ajeer-227	249	10	the	the	DET
ajeer-227	249	11	most	most	ADV
ajeer-227	249	12	important	important	ADJ
ajeer-227	249	13	output	output	NOUN
ajeer-227	249	14	of	of	ADP
ajeer-227	249	15	any	any	DET
ajeer-227	249	16	hospital	hospital	NOUN
ajeer-227	249	17	is	be	AUX
ajeer-227	249	18	the	the	DET
ajeer-227	249	19	number	number	NOUN
ajeer-227	249	20	of	of	ADP
ajeer-227	249	21	inpatient	inpatient	NOUN
ajeer-227	249	22	and	and	CCONJ
ajeer-227	249	23	outpatient	outpatient	NOUN
ajeer-227	249	24	(	(	PUNCT
ajeer-227	249	25	mogha	mogha	PROPN
ajeer-227	249	26	,	,	PUNCT
ajeer-227	249	27	2012	2012	NUM
ajeer-227	249	28	)	)	PUNCT
ajeer-227	250	1	so	so	ADV
ajeer-227	250	2	both	both	DET
ajeer-227	250	3	variables	variable	NOUN
ajeer-227	250	4	are	be	AUX
ajeer-227	250	5	incorporated	incorporate	VERB
ajeer-227	250	6	here	here	ADV
ajeer-227	250	7	for	for	ADP
ajeer-227	250	8	analysis	analysis	NOUN
ajeer-227	250	9	as	as	ADP
ajeer-227	250	10	outputs	output	NOUN
ajeer-227	250	11	.	.	PUNCT
ajeer-227	251	1	different	different	ADJ
ajeer-227	251	2	types	type	NOUN
ajeer-227	251	3	of	of	ADP
ajeer-227	251	4	diagnostic	diagnostic	ADJ
ajeer-227	251	5	test	test	NOUN
ajeer-227	251	6	are	be	AUX
ajeer-227	251	7	one	one	NUM
ajeer-227	251	8	of	of	ADP
ajeer-227	251	9	the	the	DET
ajeer-227	251	10	important	important	ADJ
ajeer-227	251	11	source	source	NOUN
ajeer-227	251	12	of	of	ADP
ajeer-227	251	13	revenue	revenue	NOUN
ajeer-227	251	14	of	of	ADP
ajeer-227	251	15	teaching	teaching	NOUN
ajeer-227	251	16	hospitals	hospital	NOUN
ajeer-227	251	17	whether	whether	SCONJ
ajeer-227	251	18	they	they	PRON
ajeer-227	251	19	are	be	AUX
ajeer-227	251	20	operated	operate	VERB
ajeer-227	251	21	in	in	ADP
ajeer-227	251	22	public	public	ADJ
ajeer-227	251	23	or	or	CCONJ
ajeer-227	251	24	private	private	ADJ
ajeer-227	251	25	sector	sector	NOUN
ajeer-227	251	26	,	,	PUNCT
ajeer-227	251	27	so	so	ADV
ajeer-227	251	28	used	use	VERB
ajeer-227	251	29	in	in	ADP
ajeer-227	251	30	this	this	DET
ajeer-227	251	31	study	study	NOUN
ajeer-227	251	32	as	as	ADP
ajeer-227	251	33	outputs	output	NOUN
ajeer-227	251	34	but	but	CCONJ
ajeer-227	251	35	are	be	AUX
ajeer-227	251	36	segregated	segregate	VERB
ajeer-227	251	37	as	as	ADP
ajeer-227	251	38	low	low	ADJ
ajeer-227	251	39	,	,	PUNCT
ajeer-227	251	40	medium	medium	ADJ
ajeer-227	251	41	and	and	CCONJ
ajeer-227	251	42	high	high	ADJ
ajeer-227	251	43	,	,	PUNCT
ajeer-227	251	44	on	on	ADP
ajeer-227	251	45	the	the	DET
ajeer-227	251	46	base	base	NOUN
ajeer-227	251	47	of	of	ADP
ajeer-227	251	48	cost	cost	NOUN
ajeer-227	251	49	per	per	ADP
ajeer-227	251	50	test	test	NOUN
ajeer-227	251	51	.	.	PUNCT
ajeer-227	252	1	total	total	ADJ
ajeer-227	252	2	number	number	NOUN
ajeer-227	252	3	of	of	ADP
ajeer-227	252	4	serving	serve	VERB
ajeer-227	252	5	staff	staff	NOUN
ajeer-227	252	6	(	(	PUNCT
ajeer-227	252	7	mujasi	mujasi	NOUN
ajeer-227	252	8	,	,	PUNCT
ajeer-227	252	9	2016	2016	NUM
ajeer-227	252	10	)	)	PUNCT
ajeer-227	252	11	and	and	CCONJ
ajeer-227	252	12	total	total	ADJ
ajeer-227	252	13	beds	bed	NOUN
ajeer-227	252	14	allocated	allocate	VERB
ajeer-227	252	15	(	(	PUNCT
ajeer-227	252	16	mujasi	mujasi	NOUN
ajeer-227	252	17	,	,	PUNCT
ajeer-227	252	18	2016	2016	NUM
ajeer-227	252	19	)	)	PUNCT
ajeer-227	252	20	in	in	ADP
ajeer-227	252	21	each	each	DET
ajeer-227	252	22	hospital	hospital	NOUN
ajeer-227	252	23	are	be	AUX
ajeer-227	252	24	used	use	VERB
ajeer-227	252	25	as	as	ADP
ajeer-227	252	26	inputs	input	NOUN
ajeer-227	252	27	18	18	NUM
ajeer-227	252	28	.	.	PUNCT
ajeer-227	253	1	descriptive	descriptive	ADJ
ajeer-227	253	2	analysis	analysis	NOUN
ajeer-227	253	3	of	of	ADP
ajeer-227	253	4	inputs	input	NOUN
ajeer-227	253	5	and	and	CCONJ
ajeer-227	253	6	output	output	NOUN
ajeer-227	253	7	variables	variable	NOUN
ajeer-227	253	8	of	of	ADP
ajeer-227	253	9	attached	attach	VERB
ajeer-227	253	10	teaching	teaching	NOUN
ajeer-227	253	11	hospitals	hospital	NOUN
ajeer-227	253	12	descriptive	descriptive	ADJ
ajeer-227	253	13	statistics	statistic	NOUN
ajeer-227	253	14	showed	show	VERB
ajeer-227	253	15	a	a	DET
ajeer-227	253	16	wide	wide	ADJ
ajeer-227	253	17	variation	variation	NOUN
ajeer-227	253	18	across	across	ADP
ajeer-227	253	19	teaching	teaching	NOUN
ajeer-227	253	20	hospitals	hospital	NOUN
ajeer-227	253	21	.	.	PUNCT
ajeer-227	254	1	the	the	DET
ajeer-227	254	2	total	total	ADJ
ajeer-227	254	3	inpatients	inpatient	NOUN
ajeer-227	254	4	vary	vary	VERB
ajeer-227	254	5	between	between	ADP
ajeer-227	254	6	408	408	NUM
ajeer-227	254	7	to	to	ADP
ajeer-227	254	8	7080000	7080000	NUM
ajeer-227	254	9	.	.	PUNCT
ajeer-227	255	1	the	the	DET
ajeer-227	255	2	diagnostic	diagnostic	ADJ
ajeer-227	255	3	laboratory	laboratory	NOUN
ajeer-227	255	4	tests	test	NOUN
ajeer-227	255	5	are	be	AUX
ajeer-227	255	6	the	the	DET
ajeer-227	255	7	major	major	ADJ
ajeer-227	255	8	source	source	NOUN
ajeer-227	255	9	of	of	ADP
ajeer-227	255	10	revenue	revenue	NOUN
ajeer-227	255	11	in	in	ADP
ajeer-227	255	12	teaching	teaching	NOUN
ajeer-227	255	13	hospitals	hospital	NOUN
ajeer-227	255	14	.	.	PUNCT
ajeer-227	256	1	revenue	revenue	NOUN
ajeer-227	256	2	from	from	ADP
ajeer-227	256	3	low	low	ADJ
ajeer-227	256	4	cost	cost	NOUN
ajeer-227	256	5	diagnostic	diagnostic	ADJ
ajeer-227	256	6	test	test	NOUN
ajeer-227	256	7	vary	vary	VERB
ajeer-227	256	8	from	from	ADP
ajeer-227	256	9	40210	40210	NUM
ajeer-227	256	10	to	to	ADP
ajeer-227	256	11	70200000	70200000	NUM
ajeer-227	256	12	.	.	PUNCT
ajeer-227	257	1	in	in	ADP
ajeer-227	257	2	some	some	DET
ajeer-227	257	3	teaching	teaching	NOUN
ajeer-227	257	4	hospital	hospital	NOUN
ajeer-227	257	5	,	,	PUNCT
ajeer-227	257	6	there	there	PRON
ajeer-227	257	7	is	be	VERB
ajeer-227	257	8	no	no	DET
ajeer-227	257	9	facility	facility	NOUN
ajeer-227	257	10	of	of	ADP
ajeer-227	257	11	medium	medium	ADJ
ajeer-227	257	12	and	and	CCONJ
ajeer-227	257	13	high	high	ADJ
ajeer-227	257	14	cost	cost	NOUN
ajeer-227	257	15	diagnostic	diagnostic	ADJ
ajeer-227	257	16	test	test	NOUN
ajeer-227	257	17	,	,	PUNCT
ajeer-227	257	18	so	so	CCONJ
ajeer-227	257	19	minimum	minimum	ADJ
ajeer-227	257	20	values	value	NOUN
ajeer-227	257	21	are	be	AUX
ajeer-227	257	22	zero	zero	NUM
ajeer-227	257	23	.	.	PUNCT
ajeer-227	258	1	similarly	similarly	ADV
ajeer-227	258	2	,	,	PUNCT
ajeer-227	258	3	the	the	DET
ajeer-227	258	4	total	total	ADJ
ajeer-227	258	5	allocated	allocate	VERB
ajeer-227	258	6	beds	bed	NOUN
ajeer-227	258	7	vary	vary	VERB
ajeer-227	258	8	from	from	ADP
ajeer-227	258	9	minimum	minimum	NOUN
ajeer-227	258	10	25	25	NUM
ajeer-227	258	11	to	to	PART
ajeer-227	258	12	maximum	maximum	ADJ
ajeer-227	258	13	2330	2330	NUM
ajeer-227	258	14	.	.	PUNCT
ajeer-227	259	1	table-12	table-12	NOUN
ajeer-227	259	2	.	.	PROPN
ajeer-227	259	3	descriptive	descriptive	ADJ
ajeer-227	259	4	statistics	statistic	NOUN
ajeer-227	259	5	of	of	ADP
ajeer-227	259	6	the	the	DET
ajeer-227	259	7	inputs	input	NOUN
ajeer-227	259	8	and	and	CCONJ
ajeer-227	259	9	outputs	output	NOUN
ajeer-227	259	10	of	of	ADP
ajeer-227	259	11	teaching	teaching	NOUN
ajeer-227	259	12	hospitals	hospital	NOUN
ajeer-227	259	13	(	(	PUNCT
ajeer-227	259	14	n	n	NOUN
ajeer-227	259	15	=	=	SYM
ajeer-227	259	16	54	54	NUM
ajeer-227	259	17	)	)	PUNCT
ajeer-227	259	18	variables	variable	NOUN
ajeer-227	259	19	n	n	PRON
ajeer-227	259	20	mean	mean	VERB
ajeer-227	259	21	std	std	PROPN
ajeer-227	259	22	.	.	PROPN
ajeer-227	260	1	dev	dev	PROPN
ajeer-227	260	2	.	.	PUNCT
ajeer-227	261	1	min	min	PROPN
ajeer-227	261	2	max	max	PROPN
ajeer-227	261	3	total	total	PROPN
ajeer-227	261	4	inpatients	inpatient	NOUN
ajeer-227	261	5	revenue	revenue	NOUN
ajeer-227	261	6	54	54	NUM
ajeer-227	261	7	106701	106701	NUM
ajeer-227	261	8	171446.1	171446.1	NUM
ajeer-227	261	9	408	408	NUM
ajeer-227	261	10	7080000	7080000	NUM
ajeer-227	261	11	total	total	ADJ
ajeer-227	261	12	outpatients	outpatient	NOUN
ajeer-227	261	13	’	'	PUNCT
ajeer-227	261	14	54	54	NUM
ajeer-227	261	15	217088.03	217088.03	NUM
ajeer-227	261	16	176323.5	176323.5	NUM
ajeer-227	261	17	3510	3510	NUM
ajeer-227	261	18	734483	734483	NUM
ajeer-227	261	19	total	total	ADJ
ajeer-227	261	20	low	low	ADJ
ajeer-227	261	21	diagnostic	diagnostic	ADJ
ajeer-227	261	22	test	test	NOUN
ajeer-227	261	23	54	54	NUM
ajeer-227	261	24	15700000	15700000	NUM
ajeer-227	261	25	.000952	.000952	PROPN
ajeer-227	261	26	40210	40210	NUM
ajeer-227	261	27	70200000	70200000	NUM
ajeer-227	261	28	total	total	ADJ
ajeer-227	261	29	medium	medium	ADJ
ajeer-227	261	30	diagnostic	diagnostic	ADJ
ajeer-227	261	31	test	test	NOUN
ajeer-227	261	32	54	54	NUM
ajeer-227	261	33	3630000	3630000	NUM
ajeer-227	261	34	.000676	.000676	NOUN
ajeer-227	261	35	0	0	SYM
ajeer-227	261	36	31400000	31400000	NUM
ajeer-227	261	37	total	total	ADJ
ajeer-227	261	38	high	high	ADJ
ajeer-227	261	39	diagnostic	diagnostic	ADJ
ajeer-227	261	40	test	test	NOUN
ajeer-227	261	41	54	54	NUM
ajeer-227	261	42	2320000	2320000	NUM
ajeer-227	261	43	.000425	.000425	NOUN
ajeer-227	261	44	0	0	NUM
ajeer-227	261	45	20400000	20400000	NUM
ajeer-227	261	46	total	total	NOUN
ajeer-227	261	47	serving	serve	VERB
ajeer-227	261	48	staff	staff	NOUN
ajeer-227	261	49	54	54	NUM
ajeer-227	261	50	433.8333	433.8333	NUM
ajeer-227	261	51	576.5917	576.5917	NUM
ajeer-227	261	52	28	28	NUM
ajeer-227	261	53	3759	3759	NUM
ajeer-227	261	54	total	total	ADJ
ajeer-227	261	55	allocated	allocate	VERB
ajeer-227	261	56	beds	bed	NOUN
ajeer-227	261	57	54	54	NUM
ajeer-227	261	58	518.5741	518.5741	NUM
ajeer-227	261	59	475.3034	475.3034	NUM
ajeer-227	261	60	25	25	NUM
ajeer-227	261	61	2330	2330	NUM
ajeer-227	261	62	source	source	NOUN
ajeer-227	261	63	:	:	PUNCT
ajeer-227	261	64	author	author	NOUN
ajeer-227	261	65	’s	’s	PART
ajeer-227	261	66	calculations	calculation	NOUN
ajeer-227	261	67	by	by	ADP
ajeer-227	261	68	using	use	VERB
ajeer-227	261	69	stata	stata	NOUN
ajeer-227	261	70	13.0	13.0	NUM
ajeer-227	261	71	asian	asian	ADJ
ajeer-227	261	72	journal	journal	NOUN
ajeer-227	261	73	of	of	ADP
ajeer-227	261	74	economics	economic	NOUN
ajeer-227	261	75	and	and	CCONJ
ajeer-227	261	76	empirical	empirical	ADJ
ajeer-227	261	77	research	research	NOUN
ajeer-227	261	78	,	,	PUNCT
ajeer-227	261	79	2017	2017	NUM
ajeer-227	261	80	,	,	PUNCT
ajeer-227	261	81	4(1	4(1	NOUN
ajeer-227	261	82	):	):	PUNCT
ajeer-227	261	83	14	14	NUM
ajeer-227	261	84	-	-	SYM
ajeer-227	261	85	24	24	NUM
ajeer-227	261	86	24	24	NUM
ajeer-227	261	87	19	19	NUM
ajeer-227	261	88	.	.	PUNCT
ajeer-227	262	1	the	the	DET
ajeer-227	262	2	efficiency	efficiency	NOUN
ajeer-227	262	3	and	and	CCONJ
ajeer-227	262	4	productivity	productivity	NOUN
ajeer-227	262	5	estimates	estimate	NOUN
ajeer-227	262	6	of	of	ADP
ajeer-227	262	7	teaching	teach	VERB
ajeer-227	262	8	hospitals	hospital	NOUN
ajeer-227	262	9	by	by	ADP
ajeer-227	262	10	using	use	VERB
ajeer-227	262	11	output	output	NOUN
ajeer-227	262	12	oriented	orient	VERB
ajeer-227	262	13	dea	dea	NOUN
ajeer-227	262	14	the	the	DET
ajeer-227	262	15	relative	relative	ADJ
ajeer-227	262	16	efficiency	efficiency	NOUN
ajeer-227	262	17	estimates	estimate	NOUN
ajeer-227	262	18	of	of	ADP
ajeer-227	262	19	54	54	NUM
ajeer-227	262	20	public	public	ADJ
ajeer-227	262	21	and	and	CCONJ
ajeer-227	262	22	private	private	ADJ
ajeer-227	262	23	teaching	teaching	NOUN
ajeer-227	262	24	hospitals	hospital	NOUN
ajeer-227	262	25	in	in	ADP
ajeer-227	262	26	punjab	punjab	PROPN
ajeer-227	262	27	under	under	ADP
ajeer-227	262	28	crs	crs	PROPN
ajeer-227	262	29	,	,	PUNCT
ajeer-227	262	30	vrs	vrs	ADJ
ajeer-227	262	31	and	and	CCONJ
ajeer-227	262	32	scale	scale	NOUN
ajeer-227	262	33	efficiency	efficiency	NOUN
ajeer-227	262	34	(	(	PUNCT
ajeer-227	262	35	se	se	X
ajeer-227	262	36	)	)	PUNCT
ajeer-227	262	37	are	be	AUX
ajeer-227	262	38	showed	show	VERB
ajeer-227	262	39	in	in	ADP
ajeer-227	262	40	figure	figure	NOUN
ajeer-227	262	41	9	9	NUM
ajeer-227	262	42	.	.	PUNCT
ajeer-227	263	1	the	the	DET
ajeer-227	263	2	average	average	ADJ
ajeer-227	263	3	efficiency	efficiency	NOUN
ajeer-227	263	4	under	under	ADP
ajeer-227	263	5	crs	crs	PROPN
ajeer-227	263	6	is	be	AUX
ajeer-227	263	7	about	about	ADV
ajeer-227	263	8	60	60	NUM
ajeer-227	263	9	%	%	NOUN
ajeer-227	263	10	which	which	PRON
ajeer-227	263	11	indicates	indicate	VERB
ajeer-227	263	12	that	that	SCONJ
ajeer-227	263	13	inefficient	inefficient	ADJ
ajeer-227	263	14	teaching	teaching	NOUN
ajeer-227	263	15	hospitals	hospital	NOUN
ajeer-227	263	16	are	be	AUX
ajeer-227	263	17	40	40	NUM
ajeer-227	263	18	%	%	NOUN
ajeer-227	263	19	less	less	ADV
ajeer-227	263	20	utilizing	utilize	VERB
ajeer-227	263	21	their	their	PRON
ajeer-227	263	22	resources	resource	NOUN
ajeer-227	263	23	than	than	ADP
ajeer-227	263	24	the	the	DET
ajeer-227	263	25	optimal	optimal	ADJ
ajeer-227	263	26	level	level	NOUN
ajeer-227	263	27	.	.	PUNCT
ajeer-227	264	1	the	the	DET
ajeer-227	264	2	resource	resource	NOUN
ajeer-227	264	3	utilization	utilization	NOUN
ajeer-227	264	4	of	of	ADP
ajeer-227	264	5	teaching	teaching	NOUN
ajeer-227	264	6	hospitals	hospital	NOUN
ajeer-227	264	7	under	under	ADP
ajeer-227	264	8	vrs	vrs	ADJ
ajeer-227	264	9	assumption	assumption	NOUN
ajeer-227	264	10	is	be	AUX
ajeer-227	264	11	73	73	NUM
ajeer-227	264	12	%	%	NOUN
ajeer-227	264	13	indicating	indicate	VERB
ajeer-227	264	14	that	that	SCONJ
ajeer-227	264	15	the	the	DET
ajeer-227	264	16	inefficient	inefficient	ADJ
ajeer-227	264	17	teaching	teaching	NOUN
ajeer-227	264	18	hospitals	hospital	NOUN
ajeer-227	264	19	have	have	VERB
ajeer-227	264	20	27	27	NUM
ajeer-227	264	21	%	%	NOUN
ajeer-227	264	22	more	more	ADJ
ajeer-227	264	23	capacity	capacity	NOUN
ajeer-227	264	24	to	to	PART
ajeer-227	264	25	better	well	ADV
ajeer-227	264	26	make	make	VERB
ajeer-227	264	27	better	well	ADJ
ajeer-227	264	28	utilization	utilization	NOUN
ajeer-227	264	29	of	of	ADP
ajeer-227	264	30	their	their	PRON
ajeer-227	264	31	resources	resource	NOUN
ajeer-227	264	32	.	.	PUNCT
ajeer-227	265	1	20	20	NUM
ajeer-227	265	2	.	.	PUNCT
ajeer-227	266	1	policy	policy	NOUN
ajeer-227	266	2	recommendation	recommendation	NOUN
ajeer-227	266	3			PRON
ajeer-227	266	4	to	to	PART
ajeer-227	266	5	make	make	VERB
ajeer-227	266	6	the	the	DET
ajeer-227	266	7	analysis	analysis	NOUN
ajeer-227	266	8	more	more	ADV
ajeer-227	266	9	definitive	definitive	ADJ
ajeer-227	266	10	,	,	PUNCT
ajeer-227	266	11	the	the	DET
ajeer-227	266	12	qualitative	qualitative	ADJ
ajeer-227	266	13	and	and	CCONJ
ajeer-227	266	14	quantitative	quantitative	ADJ
ajeer-227	266	15	data	datum	NOUN
ajeer-227	266	16	on	on	ADP
ajeer-227	266	17	all	all	DET
ajeer-227	266	18	relevant	relevant	ADJ
ajeer-227	266	19	inputs	input	NOUN
ajeer-227	266	20	and	and	CCONJ
ajeer-227	266	21	output	output	NOUN
ajeer-227	266	22	of	of	ADP
ajeer-227	266	23	all	all	DET
ajeer-227	266	24	private	private	ADJ
ajeer-227	266	25	and	and	CCONJ
ajeer-227	266	26	public	public	ADJ
ajeer-227	266	27	sector	sector	NOUN
ajeer-227	266	28	medical	medical	ADJ
ajeer-227	266	29	colleges/	colleges/	NUM
ajeer-227	266	30	teaching	teaching	NOUN
ajeer-227	266	31	hospitals	hospital	NOUN
ajeer-227	266	32	should	should	AUX
ajeer-227	266	33	be	be	AUX
ajeer-227	266	34	frequently	frequently	ADV
ajeer-227	266	35	composed	compose	VERB
ajeer-227	266	36	.	.	PUNCT
ajeer-227	267	1	health	health	NOUN
ajeer-227	267	2	sector	sector	NOUN
ajeer-227	267	3	,	,	PUNCT
ajeer-227	267	4	pm&dc	pm&dc	PUNCT
ajeer-227	267	5	and	and	CCONJ
ajeer-227	267	6	uhs	uhs	PROPN
ajeer-227	267	7	can	can	AUX
ajeer-227	267	8	initiate	initiate	VERB
ajeer-227	267	9	if	if	SCONJ
ajeer-227	267	10	the	the	DET
ajeer-227	267	11	data	datum	NOUN
ajeer-227	267	12	of	of	ADP
ajeer-227	267	13	all	all	DET
ajeer-227	267	14	type	type	NOUN
ajeer-227	267	15	of	of	ADP
ajeer-227	267	16	indicators	indicator	NOUN
ajeer-227	267	17	of	of	ADP
ajeer-227	267	18	medical	medical	ADJ
ajeer-227	267	19	education	education	NOUN
ajeer-227	267	20	/	/	SYM
ajeer-227	267	21	hospitals	hospital	NOUN
ajeer-227	267	22	is	be	AUX
ajeer-227	267	23	available	available	ADJ
ajeer-227	267	24	then	then	ADV
ajeer-227	267	25	it	it	PRON
ajeer-227	267	26	can	can	AUX
ajeer-227	267	27	be	be	AUX
ajeer-227	267	28	organized	organize	VERB
ajeer-227	267	29	as	as	ADP
ajeer-227	267	30	a	a	DET
ajeer-227	267	31	part	part	NOUN
ajeer-227	267	32	data	data	NOUN
ajeer-227	267	33	-	-	PUNCT
ajeer-227	267	34	collection	collection	NOUN
ajeer-227	267	35	platforms	platform	NOUN
ajeer-227	267	36	such	such	ADJ
ajeer-227	267	37	as	as	ADP
ajeer-227	267	38	district	district	PROPN
ajeer-227	267	39	health	health	NOUN
ajeer-227	267	40	information	information	NOUN
ajeer-227	267	41	reports	report	NOUN
ajeer-227	267	42	and	and	CCONJ
ajeer-227	267	43	demographic	demographic	ADJ
ajeer-227	267	44	health	health	NOUN
ajeer-227	267	45	surveys	survey	NOUN
ajeer-227	267	46	etc	etc	X
ajeer-227	267	47	.	.	X
ajeer-227	268	1	furthermore	furthermore	ADV
ajeer-227	268	2	,	,	PUNCT
ajeer-227	268	3	in	in	ADP
ajeer-227	268	4	order	order	NOUN
ajeer-227	268	5	to	to	PART
ajeer-227	268	6	attract	attract	VERB
ajeer-227	268	7	the	the	DET
ajeer-227	268	8	donor	donor	NOUN
ajeer-227	268	9	agencies	agency	NOUN
ajeer-227	268	10	such	such	ADJ
ajeer-227	268	11	as	as	ADP
ajeer-227	268	12	the	the	DET
ajeer-227	268	13	usaid	usaid	PROPN
ajeer-227	268	14	,	,	PUNCT
ajeer-227	268	15	world	world	PROPN
ajeer-227	268	16	bank	bank	PROPN
ajeer-227	268	17	,	,	PUNCT
ajeer-227	268	18	unicef	unicef	NOUN
ajeer-227	268	19	for	for	ADP
ajeer-227	268	20	strong	strong	ADJ
ajeer-227	268	21	funds	fund	NOUN
ajeer-227	268	22	/	/	SYM
ajeer-227	268	23	aids	aid	NOUN
ajeer-227	268	24	flowing	flow	VERB
ajeer-227	268	25	into	into	ADP
ajeer-227	268	26	the	the	DET
ajeer-227	268	27	health	health	NOUN
ajeer-227	268	28	sector	sector	NOUN
ajeer-227	268	29	,	,	PUNCT
ajeer-227	268	30	all	all	DET
ajeer-227	268	31	types	type	NOUN
ajeer-227	268	32	of	of	ADP
ajeer-227	268	33	management	management	NOUN
ajeer-227	268	34	weaknesses	weakness	NOUN
ajeer-227	268	35	and	and	CCONJ
ajeer-227	268	36	resources	resource	NOUN
ajeer-227	268	37	waste	waste	NOUN
ajeer-227	268	38	is	be	AUX
ajeer-227	268	39	necessary	necessary	ADJ
ajeer-227	268	40	to	to	PART
ajeer-227	268	41	be	be	AUX
ajeer-227	268	42	eliminated	eliminate	VERB
ajeer-227	268	43	or	or	CCONJ
ajeer-227	268	44	significantly	significantly	ADV
ajeer-227	268	45	reduced	reduce	VERB
ajeer-227	268	46	.	.	PUNCT
ajeer-227	269	1	technical	technical	ADJ
ajeer-227	269	2	inefficiency	inefficiency	NOUN
ajeer-227	269	3	is	be	AUX
ajeer-227	269	4	an	an	DET
ajeer-227	269	5	example	example	NOUN
ajeer-227	269	6	of	of	ADP
ajeer-227	269	7	such	such	ADJ
ajeer-227	269	8	weaknesses	weakness	NOUN
ajeer-227	269	9	.	.	PUNCT
ajeer-227	270	1			NOUN
ajeer-227	271	1	for	for	ADP
ajeer-227	271	2	efficient	efficient	ADJ
ajeer-227	271	3	utilization	utilization	NOUN
ajeer-227	271	4	of	of	ADP
ajeer-227	271	5	resources	resource	NOUN
ajeer-227	271	6	,	,	PUNCT
ajeer-227	271	7	the	the	DET
ajeer-227	271	8	system	system	NOUN
ajeer-227	271	9	performance	performance	NOUN
ajeer-227	271	10	assessment	assessment	NOUN
ajeer-227	271	11	should	should	AUX
ajeer-227	271	12	be	be	AUX
ajeer-227	271	13	a	a	DET
ajeer-227	271	14	priority	priority	NOUN
ajeer-227	271	15	area	area	NOUN
ajeer-227	271	16	of	of	ADP
ajeer-227	271	17	policy	policy	NOUN
ajeer-227	271	18	makers	maker	NOUN
ajeer-227	271	19	.	.	PUNCT
ajeer-227	272	1			NOUN
ajeer-227	272	2	for	for	ADP
ajeer-227	272	3	efficient	efficient	ADJ
ajeer-227	272	4	service	service	NOUN
ajeer-227	272	5	delivery	delivery	NOUN
ajeer-227	272	6	of	of	ADP
ajeer-227	272	7	medical	medical	ADJ
ajeer-227	272	8	education	education	NOUN
ajeer-227	272	9	and	and	CCONJ
ajeer-227	272	10	tertiary	tertiary	ADJ
ajeer-227	272	11	health	health	NOUN
ajeer-227	272	12	care	care	NOUN
ajeer-227	272	13	,	,	PUNCT
ajeer-227	272	14	basic	basic	ADJ
ajeer-227	272	15	missing	missing	ADJ
ajeer-227	272	16	staff	staff	NOUN
ajeer-227	272	17	vacancies	vacancy	NOUN
ajeer-227	272	18	must	must	AUX
ajeer-227	272	19	be	be	AUX
ajeer-227	272	20	fulfilled	fulfil	VERB
ajeer-227	272	21	.	.	PUNCT
ajeer-227	273	1	staff	staff	NOUN
ajeer-227	273	2	training	training	NOUN
ajeer-227	273	3	to	to	PART
ajeer-227	273	4	improve	improve	VERB
ajeer-227	273	5	the	the	DET
ajeer-227	273	6	quality	quality	NOUN
ajeer-227	273	7	of	of	ADP
ajeer-227	273	8	service	service	NOUN
ajeer-227	273	9	is	be	AUX
ajeer-227	273	10	also	also	ADV
ajeer-227	273	11	necessary	necessary	ADJ
ajeer-227	273	12	.	.	PUNCT
ajeer-227	274	1	the	the	DET
ajeer-227	274	2	government	government	NOUN
ajeer-227	274	3	can	can	AUX
ajeer-227	274	4	take	take	VERB
ajeer-227	274	5	initiative	initiative	NOUN
ajeer-227	274	6	to	to	PART
ajeer-227	274	7	establish	establish	VERB
ajeer-227	274	8	a	a	DET
ajeer-227	274	9	training	training	NOUN
ajeer-227	274	10	institute	institute	NOUN
ajeer-227	274	11	for	for	ADP
ajeer-227	274	12	medical	medical	ADJ
ajeer-227	274	13	teaching	teaching	NOUN
ajeer-227	274	14	doctors	doctor	NOUN
ajeer-227	274	15	/	/	SYM
ajeer-227	274	16	service	service	NOUN
ajeer-227	274	17	providers	provider	NOUN
ajeer-227	274	18	for	for	ADP
ajeer-227	274	19	capacity	capacity	NOUN
ajeer-227	274	20	building	building	NOUN
ajeer-227	274	21	in	in	ADP
ajeer-227	274	22	both	both	CCONJ
ajeer-227	274	23	private	private	ADJ
ajeer-227	274	24	and	and	CCONJ
ajeer-227	274	25	public	public	ADJ
ajeer-227	274	26	sector	sector	NOUN
ajeer-227	274	27	and	and	CCONJ
ajeer-227	274	28	to	to	PART
ajeer-227	274	29	meet	meet	VERB
ajeer-227	274	30	the	the	DET
ajeer-227	274	31	international	international	ADJ
ajeer-227	274	32	standers	stander	NOUN
ajeer-227	274	33	.	.	PUNCT
ajeer-227	275	1			NOUN
ajeer-227	275	2	total	total	ADJ
ajeer-227	275	3	number	number	NOUN
ajeer-227	275	4	of	of	ADP
ajeer-227	275	5	students	student	NOUN
ajeer-227	275	6	enrolled	enrol	VERB
ajeer-227	275	7	every	every	DET
ajeer-227	275	8	year	year	NOUN
ajeer-227	275	9	and	and	CCONJ
ajeer-227	275	10	undergraduate	undergraduate	NOUN
ajeer-227	275	11	degrees	degree	NOUN
ajeer-227	275	12	issued	issue	VERB
ajeer-227	275	13	by	by	ADP
ajeer-227	275	14	the	the	DET
ajeer-227	275	15	institution	institution	NOUN
ajeer-227	275	16	are	be	AUX
ajeer-227	275	17	needed	need	VERB
ajeer-227	275	18	to	to	PART
ajeer-227	275	19	be	be	AUX
ajeer-227	275	20	revised	revise	VERB
ajeer-227	275	21	.	.	PUNCT
ajeer-227	276	1	the	the	DET
ajeer-227	276	2	inefficiency	inefficiency	NOUN
ajeer-227	276	3	of	of	ADP
ajeer-227	276	4	medical	medical	ADJ
ajeer-227	276	5	institutions	institution	NOUN
ajeer-227	276	6	is	be	AUX
ajeer-227	276	7	likely	likely	ADJ
ajeer-227	276	8	to	to	PART
ajeer-227	276	9	be	be	AUX
ajeer-227	276	10	improved	improve	VERB
ajeer-227	276	11	by	by	ADP
ajeer-227	276	12	increasing	increase	VERB
ajeer-227	276	13	the	the	DET
ajeer-227	276	14	number	number	NOUN
ajeer-227	276	15	of	of	ADP
ajeer-227	276	16	seats	seat	NOUN
ajeer-227	276	17	.	.	PUNCT
ajeer-227	277	1			NOUN
ajeer-227	277	2	majority	majority	NOUN
ajeer-227	277	3	of	of	ADP
ajeer-227	277	4	the	the	DET
ajeer-227	277	5	medical	medical	ADJ
ajeer-227	277	6	teaching	teaching	NOUN
ajeer-227	277	7	institutes/	institutes/	NUM
ajeer-227	277	8	teaching	teaching	NOUN
ajeer-227	277	9	hospital	hospital	NOUN
ajeer-227	277	10	in	in	ADP
ajeer-227	277	11	both	both	CCONJ
ajeer-227	277	12	private	private	ADJ
ajeer-227	277	13	and	and	CCONJ
ajeer-227	277	14	public	public	ADJ
ajeer-227	277	15	sector	sector	NOUN
ajeer-227	277	16	are	be	AUX
ajeer-227	277	17	located	locate	VERB
ajeer-227	277	18	in	in	ADP
ajeer-227	277	19	lahore	lahore	NOUN
ajeer-227	277	20	and	and	CCONJ
ajeer-227	277	21	these	these	PRON
ajeer-227	277	22	are	be	AUX
ajeer-227	277	23	operating	operate	VERB
ajeer-227	277	24	at	at	ADP
ajeer-227	277	25	their	their	PRON
ajeer-227	277	26	full	full	ADJ
ajeer-227	277	27	capacity	capacity	NOUN
ajeer-227	277	28	level	level	NOUN
ajeer-227	277	29	.	.	PUNCT
ajeer-227	278	1	the	the	DET
ajeer-227	278	2	government	government	NOUN
ajeer-227	278	3	should	should	AUX
ajeer-227	278	4	take	take	VERB
ajeer-227	278	5	initiatives	initiative	NOUN
ajeer-227	278	6	to	to	PART
ajeer-227	278	7	establish	establish	VERB
ajeer-227	278	8	the	the	DET
ajeer-227	278	9	new	new	ADJ
ajeer-227	278	10	tertiary	tertiary	ADJ
ajeer-227	278	11	health	health	NOUN
ajeer-227	278	12	care	care	NOUN
ajeer-227	278	13	institution	institution	NOUN
ajeer-227	278	14	in	in	ADP
ajeer-227	278	15	other	other	ADJ
ajeer-227	278	16	cities	city	NOUN
ajeer-227	278	17	also	also	ADV
ajeer-227	278	18	.	.	PUNCT
ajeer-227	279	1			X
ajeer-227	279	2	continuous	continuous	ADJ
ajeer-227	279	3	monitoring	monitoring	NOUN
ajeer-227	279	4	and	and	CCONJ
ajeer-227	279	5	evaluation	evaluation	NOUN
ajeer-227	279	6	of	of	ADP
ajeer-227	279	7	the	the	DET
ajeer-227	279	8	institutions	institution	NOUN
ajeer-227	279	9	are	be	AUX
ajeer-227	279	10	necessary	necessary	ADJ
ajeer-227	279	11	as	as	SCONJ
ajeer-227	279	12	in	in	ADP
ajeer-227	279	13	most	most	ADJ
ajeer-227	279	14	of	of	ADP
ajeer-227	279	15	the	the	DET
ajeer-227	279	16	institutions	institution	NOUN
ajeer-227	279	17	,	,	PUNCT
ajeer-227	279	18	the	the	DET
ajeer-227	279	19	serving	serve	VERB
ajeer-227	279	20	staff	staff	NOUN
ajeer-227	279	21	does	do	AUX
ajeer-227	279	22	not	not	PART
ajeer-227	279	23	meet	meet	VERB
ajeer-227	279	24	the	the	DET
ajeer-227	279	25	pm&dc	pm&dc	NOUN
ajeer-227	279	26	criteria	criterion	NOUN
ajeer-227	279	27	.	.	PUNCT
ajeer-227	280	1	the	the	DET
ajeer-227	280	2	check	check	NOUN
ajeer-227	280	3	list	list	NOUN
ajeer-227	280	4	of	of	ADP
ajeer-227	280	5	pm&dc	pm&dc	NOUN
ajeer-227	280	6	is	be	AUX
ajeer-227	280	7	also	also	ADV
ajeer-227	280	8	needed	need	VERB
ajeer-227	280	9	to	to	PART
ajeer-227	280	10	revised	revise	VERB
ajeer-227	280	11	according	accord	VERB
ajeer-227	280	12	to	to	ADP
ajeer-227	280	13	efficiency	efficiency	NOUN
ajeer-227	280	14	estimates	estimate	NOUN
ajeer-227	280	15	.	.	PUNCT
ajeer-227	281	1			X
ajeer-227	281	2	missing	miss	VERB
ajeer-227	281	3	specialties	specialty	NOUN
ajeer-227	281	4	in	in	ADP
ajeer-227	281	5	inefficient	inefficient	ADJ
ajeer-227	281	6	teaching	teaching	NOUN
ajeer-227	281	7	hospitals	hospital	NOUN
ajeer-227	281	8	are	be	AUX
ajeer-227	281	9	needed	need	VERB
ajeer-227	281	10	to	to	PART
ajeer-227	281	11	be	be	AUX
ajeer-227	281	12	established	establish	VERB
ajeer-227	281	13	to	to	PART
ajeer-227	281	14	facilitate	facilitate	VERB
ajeer-227	281	15	the	the	DET
ajeer-227	281	16	inpatients	inpatient	NOUN
ajeer-227	281	17	and	and	CCONJ
ajeer-227	281	18	outpatients	outpatient	NOUN
ajeer-227	281	19	.	.	PUNCT
ajeer-227	282	1			X
ajeer-227	282	2	there	there	PRON
ajeer-227	282	3	is	be	VERB
ajeer-227	282	4	a	a	DET
ajeer-227	282	5	great	great	ADJ
ajeer-227	282	6	burden	burden	NOUN
ajeer-227	282	7	of	of	ADP
ajeer-227	282	8	inpatients	inpatient	NOUN
ajeer-227	282	9	and	and	CCONJ
ajeer-227	282	10	outpatients	outpatient	NOUN
ajeer-227	282	11	in	in	ADP
ajeer-227	282	12	teaching	teach	VERB
ajeer-227	282	13	hospitals	hospital	NOUN
ajeer-227	282	14	at	at	ADP
ajeer-227	282	15	lahore	lahore	NOUN
ajeer-227	282	16	.	.	PUNCT
ajeer-227	283	1	the	the	DET
ajeer-227	283	2	current	current	ADJ
ajeer-227	283	3	data	datum	NOUN
ajeer-227	283	4	shows	show	VERB
ajeer-227	283	5	that	that	SCONJ
ajeer-227	283	6	the	the	DET
ajeer-227	283	7	patients	patient	NOUN
ajeer-227	283	8	are	be	AUX
ajeer-227	283	9	treated	treat	VERB
ajeer-227	283	10	beyond	beyond	ADP
ajeer-227	283	11	the	the	DET
ajeer-227	283	12	capacity	capacity	NOUN
ajeer-227	283	13	of	of	ADP
ajeer-227	283	14	the	the	DET
ajeer-227	283	15	hospitals	hospital	NOUN
ajeer-227	283	16	and	and	CCONJ
ajeer-227	283	17	doctors	doctor	NOUN
ajeer-227	283	18	.	.	PUNCT
ajeer-227	284	1	government	government	NOUN
ajeer-227	284	2	is	be	AUX
ajeer-227	284	3	required	require	VERB
ajeer-227	284	4	to	to	PART
ajeer-227	284	5	make	make	VERB
ajeer-227	284	6	policies	policy	NOUN
ajeer-227	284	7	to	to	PART
ajeer-227	284	8	establish	establish	VERB
ajeer-227	284	9	similar	similar	ADJ
ajeer-227	284	10	facilities	facility	NOUN
ajeer-227	284	11	in	in	ADP
ajeer-227	284	12	teaching	teach	VERB
ajeer-227	284	13	hospitals	hospital	NOUN
ajeer-227	284	14	of	of	ADP
ajeer-227	284	15	other	other	ADJ
ajeer-227	284	16	districts	district	NOUN
ajeer-227	284	17	as	as	ADV
ajeer-227	284	18	well	well	ADV
ajeer-227	284	19	so	so	SCONJ
ajeer-227	284	20	as	as	SCONJ
ajeer-227	284	21	to	to	PART
ajeer-227	284	22	lower	lower	VERB
ajeer-227	284	23	the	the	DET
ajeer-227	284	24	burden	burden	NOUN
ajeer-227	284	25	and	and	CCONJ
ajeer-227	284	26	to	to	PART
ajeer-227	284	27	provide	provide	VERB
ajeer-227	284	28	access	access	NOUN
ajeer-227	284	29	to	to	ADP
ajeer-227	284	30	speedy	speedy	ADJ
ajeer-227	284	31	health	health	NOUN
ajeer-227	284	32	facilities	facility	NOUN
ajeer-227	284	33	.	.	PUNCT
ajeer-227	285	1	the	the	DET
ajeer-227	285	2	private	private	ADJ
ajeer-227	285	3	teaching	teaching	NOUN
ajeer-227	285	4	hospitals	hospital	NOUN
ajeer-227	285	5	may	may	AUX
ajeer-227	285	6	have	have	AUX
ajeer-227	285	7	encouraged	encourage	VERB
ajeer-227	285	8	in	in	ADP
ajeer-227	285	9	this	this	DET
ajeer-227	285	10	perspective	perspective	NOUN
ajeer-227	285	11	by	by	ADP
ajeer-227	285	12	enhancing	enhance	VERB
ajeer-227	285	13	their	their	PRON
ajeer-227	285	14	facilities	facility	NOUN
ajeer-227	285	15	and	and	CCONJ
ajeer-227	285	16	infrastructure	infrastructure	NOUN
ajeer-227	285	17	.	.	PUNCT
ajeer-227	286	1	the	the	DET
ajeer-227	286	2	government	government	NOUN
ajeer-227	286	3	can	can	AUX
ajeer-227	286	4	provide	provide	VERB
ajeer-227	286	5	subsidies	subsidy	NOUN
ajeer-227	286	6	to	to	ADP
ajeer-227	286	7	private	private	ADJ
ajeer-227	286	8	sector	sector	NOUN
ajeer-227	286	9	hospitals	hospital	NOUN
ajeer-227	286	10	to	to	PART
ajeer-227	286	11	improve	improve	VERB
ajeer-227	286	12	their	their	PRON
ajeer-227	286	13	services	service	NOUN
ajeer-227	286	14	and	and	CCONJ
ajeer-227	286	15	to	to	PART
ajeer-227	286	16	provide	provide	VERB
ajeer-227	286	17	services	service	NOUN
ajeer-227	286	18	at	at	ADP
ajeer-227	286	19	minimum	minimum	ADJ
ajeer-227	286	20	cost	cost	NOUN
ajeer-227	286	21	.	.	PUNCT
ajeer-227	287	1	references	reference	NOUN
ajeer-227	287	2	al	al	PROPN
ajeer-227	287	3	-	-	PUNCT
ajeer-227	287	4	shayea	shayea	PROPN
ajeer-227	287	5	,	,	PUNCT
ajeer-227	287	6	a.	a.	NOUN
ajeer-227	287	7	,	,	PUNCT
ajeer-227	287	8	2011	2011	NUM
ajeer-227	287	9	.	.	PUNCT
ajeer-227	288	1	measuring	measure	VERB
ajeer-227	288	2	hospital	hospital	NOUN
ajeer-227	288	3	’s	’s	PART
ajeer-227	288	4	units	unit	NOUN
ajeer-227	288	5	efficiency	efficiency	NOUN
ajeer-227	288	6	:	:	PUNCT
ajeer-227	288	7	a	a	DET
ajeer-227	288	8	data	datum	NOUN
ajeer-227	288	9	envelopment	envelopment	ADJ
ajeer-227	288	10	analysis	analysis	NOUN
ajeer-227	288	11	approach	approach	NOUN
ajeer-227	288	12	.	.	PUNCT
ajeer-227	289	1	international	international	ADJ
ajeer-227	289	2	journal	journal	PROPN
ajeer-227	289	3	of	of	ADP
ajeer-227	289	4	engineering	engineering	PROPN
ajeer-227	289	5	&	&	CCONJ
ajeer-227	289	6	technology	technology	PROPN
ajeer-227	289	7	,	,	PUNCT
ajeer-227	289	8	11(6	11(6	NUM
ajeer-227	289	9	):	):	PUNCT
ajeer-227	289	10	7	7	NUM
ajeer-227	289	11	-	-	SYM
ajeer-227	289	12	19	19	NUM
ajeer-227	289	13	.	.	PUNCT
ajeer-227	289	14	view	view	NOUN
ajeer-227	289	15	at	at	ADP
ajeer-227	289	16	google	google	PROPN
ajeer-227	289	17	scholar	scholar	NOUN
ajeer-227	289	18	banker	banker	NOUN
ajeer-227	289	19	,	,	PUNCT
ajeer-227	289	20	r.d	r.d	PROPN
ajeer-227	289	21	.	.	PROPN
ajeer-227	289	22	,	,	PUNCT
ajeer-227	289	23	a.	a.	NOUN
ajeer-227	289	24	charnes	charne	NOUN
ajeer-227	289	25	and	and	CCONJ
ajeer-227	289	26	w.w	w.w	PROPN
ajeer-227	289	27	.	.	PROPN
ajeer-227	289	28	cooper	cooper	PROPN
ajeer-227	289	29	,	,	PUNCT
ajeer-227	289	30	1984	1984	NUM
ajeer-227	289	31	.	.	PUNCT
ajeer-227	290	1	some	some	DET
ajeer-227	290	2	models	model	NOUN
ajeer-227	290	3	for	for	ADP
ajeer-227	290	4	estimating	estimate	VERB
ajeer-227	290	5	technical	technical	ADJ
ajeer-227	290	6	and	and	CCONJ
ajeer-227	290	7	scale	scale	NOUN
ajeer-227	290	8	inefficiencies	inefficiency	NOUN
ajeer-227	290	9	in	in	ADP
ajeer-227	290	10	data	datum	NOUN
ajeer-227	290	11	envelopment	envelopment	ADJ
ajeer-227	290	12	analysis	analysis	NOUN
ajeer-227	290	13	.	.	PUNCT
ajeer-227	291	1	management	management	NOUN
ajeer-227	291	2	science	science	NOUN
ajeer-227	291	3	,	,	PUNCT
ajeer-227	291	4	30(9	30(9	NUM
ajeer-227	291	5	):	):	PUNCT
ajeer-227	291	6	1078	1078	NUM
ajeer-227	291	7	-	-	SYM
ajeer-227	291	8	1092	1092	NUM
ajeer-227	291	9	.	.	PUNCT
ajeer-227	292	1	view	view	NOUN
ajeer-227	292	2	at	at	ADP
ajeer-227	292	3	google	google	PROPN
ajeer-227	292	4	scholar	scholar	NOUN
ajeer-227	292	5	|	|	ADV
ajeer-227	292	6	view	view	NOUN
ajeer-227	292	7	at	at	ADP
ajeer-227	292	8	publisher	publisher	NOUN
ajeer-227	292	9	charnes	charne	NOUN
ajeer-227	292	10	,	,	PUNCT
ajeer-227	292	11	a.	a.	NOUN
ajeer-227	292	12	,	,	PUNCT
ajeer-227	292	13	w.w	w.w	PROPN
ajeer-227	292	14	.	.	PROPN
ajeer-227	292	15	cooper	cooper	PROPN
ajeer-227	292	16	and	and	CCONJ
ajeer-227	292	17	e.	e.	PROPN
ajeer-227	292	18	rhodes	rhodes	PROPN
ajeer-227	292	19	,	,	PUNCT
ajeer-227	292	20	1978	1978	NUM
ajeer-227	292	21	.	.	PUNCT
ajeer-227	293	1	measuring	measure	VERB
ajeer-227	293	2	the	the	DET
ajeer-227	293	3	efficiency	efficiency	NOUN
ajeer-227	293	4	of	of	ADP
ajeer-227	293	5	decision	decision	NOUN
ajeer-227	293	6	making	make	VERB
ajeer-227	293	7	units	unit	NOUN
ajeer-227	293	8	.	.	PUNCT
ajeer-227	294	1	european	european	PROPN
ajeer-227	294	2	journal	journal	PROPN
ajeer-227	294	3	of	of	ADP
ajeer-227	294	4	operational	operational	ADJ
ajeer-227	294	5	research	research	NOUN
ajeer-227	294	6	,	,	PUNCT
ajeer-227	294	7	2(6	2(6	NUM
ajeer-227	294	8	):	):	PUNCT
ajeer-227	294	9	429	429	NUM
ajeer-227	294	10	-	-	SYM
ajeer-227	294	11	444	444	NUM
ajeer-227	294	12	.	.	PUNCT
ajeer-227	295	1	view	view	NOUN
ajeer-227	295	2	at	at	ADP
ajeer-227	295	3	google	google	PROPN
ajeer-227	295	4	scholar	scholar	NOUN
ajeer-227	295	5	|	|	ADV
ajeer-227	295	6	view	view	NOUN
ajeer-227	295	7	at	at	ADP
ajeer-227	295	8	publisher	publisher	PROPN
ajeer-227	295	9	deng	deng	PROPN
ajeer-227	295	10	,	,	PUNCT
ajeer-227	295	11	s.x	s.x	PROPN
ajeer-227	295	12	.	.	PROPN
ajeer-227	295	13	,	,	PUNCT
ajeer-227	295	14	2016	2016	NUM
ajeer-227	295	15	.	.	PUNCT
ajeer-227	296	1	data	datum	NOUN
ajeer-227	296	2	envelopment	envelopment	ADJ
ajeer-227	296	3	analysis	analysis	NOUN
ajeer-227	296	4	of	of	ADP
ajeer-227	296	5	the	the	DET
ajeer-227	296	6	efficiency	efficiency	NOUN
ajeer-227	296	7	of	of	ADP
ajeer-227	296	8	the	the	DET
ajeer-227	296	9	australian	australian	ADJ
ajeer-227	296	10	universities	university	NOUN
ajeer-227	296	11	:	:	PUNCT
ajeer-227	296	12	an	an	DET
ajeer-227	296	13	empirical	empirical	ADJ
ajeer-227	296	14	study	study	NOUN
ajeer-227	296	15	.	.	PUNCT
ajeer-227	297	1	association	association	NOUN
ajeer-227	297	2	for	for	ADP
ajeer-227	297	3	information	information	NOUN
ajeer-227	297	4	systems	system	NOUN
ajeer-227	297	5	ais	ais	PROPN
ajeer-227	297	6	electronic	electronic	ADJ
ajeer-227	297	7	library	library	NOUN
ajeer-227	297	8	(	(	PUNCT
ajeer-227	297	9	aisel	aisel	NOUN
ajeer-227	297	10	)	)	PUNCT
ajeer-227	297	11	,	,	PUNCT
ajeer-227	297	12	proceedings	proceeding	NOUN
ajeer-227	297	13	.	.	PUNCT
ajeer-227	298	1	paper	paper	NOUN
ajeer-227	298	2	no	no	INTJ
ajeer-227	298	3	.	.	NOUN
ajeer-227	299	1	206	206	NUM
ajeer-227	299	2	.	.	PUNCT
ajeer-227	300	1	ikram	ikram	NOUN
ajeer-227	300	2	,	,	PUNCT
ajeer-227	300	3	j.	j.	PROPN
ajeer-227	300	4	,	,	PUNCT
ajeer-227	300	5	2015	2015	NUM
ajeer-227	300	6	.	.	PUNCT
ajeer-227	301	1	pkistan	pkistan	PROPN
ajeer-227	301	2	ranking	ranking	NOUN
ajeer-227	301	3	in	in	ADP
ajeer-227	301	4	mother	mother	NOUN
ajeer-227	301	5	mortality	mortality	NOUN
ajeer-227	301	6	rate	rate	NOUN
ajeer-227	301	7	fall	fall	VERB
ajeer-227	301	8	further	far	ADV
ajeer-227	301	9	.	.	PUNCT
ajeer-227	302	1	lahore	lahore	NOUN
ajeer-227	302	2	:	:	PUNCT
ajeer-227	302	3	dawn	dawn	PROPN
ajeer-227	302	4	news	news	PROPN
ajeer-227	302	5	.	.	PUNCT
ajeer-227	303	1	updated	update	VERB
ajeer-227	303	2	may	may	PROPN
ajeer-227	303	3	06	06	NUM
ajeer-227	303	4	,	,	PUNCT
ajeer-227	303	5	2015	2015	NUM
ajeer-227	303	6	.	.	PUNCT
ajeer-227	304	1	information	information	NOUN
ajeer-227	304	2	&	&	CCONJ
ajeer-227	304	3	communication	communication	NOUN
ajeer-227	304	4	cell	cell	NOUN
ajeer-227	304	5	,	,	PUNCT
ajeer-227	304	6	2016	2016	NUM
ajeer-227	304	7	.	.	PUNCT
ajeer-227	305	1	information	information	NOUN
ajeer-227	305	2	&	&	CCONJ
ajeer-227	305	3	communication	communication	PROPN
ajeer-227	305	4	cell	cell	NOUN
ajeer-227	305	5	shc&me	shc&me	PROPN
ajeer-227	305	6	,	,	PUNCT
ajeer-227	305	7	punjab	punjab	ADJ
ajeer-227	305	8	health	health	NOUN
ajeer-227	305	9	profile	profile	NOUN
ajeer-227	305	10	,	,	PUNCT
ajeer-227	305	11	2016	2016	NUM
ajeer-227	305	12	health	health	PROPN
ajeer-227	305	13	department	department	PROPN
ajeer-227	305	14	punjab	punjab	PROPN
ajeer-227	305	15	.	.	PUNCT
ajeer-227	306	1	retrieved	retrieve	VERB
ajeer-227	306	2	from	from	ADP
ajeer-227	306	3	http://health.punjab.gov.pk/punjab_health_profile	http://health.punjab.gov.pk/punjab_health_profile	NOUN
ajeer-227	306	4	.	.	PUNCT
ajeer-227	307	1	johns	johns	PROPN
ajeer-227	307	2	,	,	PUNCT
ajeer-227	307	3	j.	j.	PROPN
ajeer-227	307	4	,	,	PUNCT
ajeer-227	307	5	2006	2006	NUM
ajeer-227	307	6	.	.	PUNCT
ajeer-227	308	1	data	datum	NOUN
ajeer-227	308	2	envelopment	envelopment	ADJ
ajeer-227	308	3	analysis	analysis	NOUN
ajeer-227	308	4	and	and	CCONJ
ajeer-227	308	5	its	its	PRON
ajeer-227	308	6	application	application	NOUN
ajeer-227	308	7	to	to	ADP
ajeer-227	308	8	the	the	DET
ajeer-227	308	9	measurement	measurement	NOUN
ajeer-227	308	10	of	of	ADP
ajeer-227	308	11	efficiency	efficiency	NOUN
ajeer-227	308	12	in	in	ADP
ajeer-227	308	13	higher	high	ADJ
ajeer-227	308	14	education	education	NOUN
ajeer-227	308	15	.	.	PUNCT
ajeer-227	309	1	economics	economic	NOUN
ajeer-227	309	2	of	of	ADP
ajeer-227	309	3	education	education	NOUN
ajeer-227	309	4	reveiw	reveiw	NOUN
ajeer-227	309	5	,	,	PUNCT
ajeer-227	309	6	25(3	25(3	NUM
ajeer-227	309	7	):	):	PUNCT
ajeer-227	309	8	273–288	273–288	NUM
ajeer-227	309	9	.	.	PUNCT
ajeer-227	309	10	view	view	NOUN
ajeer-227	309	11	at	at	ADP
ajeer-227	309	12	google	google	PROPN
ajeer-227	309	13	scholar	scholar	NOUN
ajeer-227	309	14	|	|	ADV
ajeer-227	309	15	view	view	NOUN
ajeer-227	309	16	at	at	ADP
ajeer-227	309	17	publisher	publisher	NOUN
ajeer-227	309	18	mogha	mogha	PROPN
ajeer-227	309	19	,	,	PUNCT
ajeer-227	309	20	y.	y.	NOUN
ajeer-227	309	21	,	,	PUNCT
ajeer-227	309	22	2012	2012	NUM
ajeer-227	309	23	.	.	PUNCT
ajeer-227	310	1	performance	performance	NOUN
ajeer-227	310	2	evaluation	evaluation	NOUN
ajeer-227	310	3	of	of	ADP
ajeer-227	310	4	indian	indian	ADJ
ajeer-227	310	5	private	private	ADJ
ajeer-227	310	6	hospitals	hospital	NOUN
ajeer-227	310	7	using	use	VERB
ajeer-227	310	8	dea	dea	NOUN
ajeer-227	310	9	approach	approach	NOUN
ajeer-227	310	10	.	.	PUNCT
ajeer-227	311	1	international	international	ADJ
ajeer-227	311	2	journal	journal	NOUN
ajeer-227	311	3	of	of	ADP
ajeer-227	311	4	advances	advance	NOUN
ajeer-227	311	5	in	in	ADP
ajeer-227	311	6	management	management	NOUN
ajeer-227	311	7	and	and	CCONJ
ajeer-227	311	8	economics	economic	NOUN
ajeer-227	311	9	.	.	PUNCT
ajeer-227	312	1	mujasi	mujasi	PROPN
ajeer-227	312	2	,	,	PUNCT
ajeer-227	312	3	e.	e.	PROPN
ajeer-227	312	4	,	,	PUNCT
ajeer-227	312	5	2016	2016	NUM
ajeer-227	312	6	.	.	PUNCT
ajeer-227	313	1	how	how	SCONJ
ajeer-227	313	2	efficient	efficient	ADJ
ajeer-227	313	3	are	be	AUX
ajeer-227	313	4	referral	referral	ADJ
ajeer-227	313	5	hospitals	hospital	NOUN
ajeer-227	313	6	in	in	ADP
ajeer-227	313	7	uganda	uganda	PROPN
ajeer-227	313	8	?	?	PUNCT
ajeer-227	314	1	a	a	DET
ajeer-227	314	2	data	datum	NOUN
ajeer-227	314	3	envelopment	envelopment	NOUN
ajeer-227	314	4	analysis	analysis	NOUN
ajeer-227	314	5	and	and	CCONJ
ajeer-227	314	6	tobit	tobit	NOUN
ajeer-227	314	7	regression	regression	NOUN
ajeer-227	314	8	approach	approach	NOUN
ajeer-227	314	9	.	.	PUNCT
ajeer-227	315	1	bmc	bmc	PROPN
ajeer-227	315	2	health	health	PROPN
ajeer-227	315	3	service	service	NOUN
ajeer-227	315	4	research	research	NOUN
ajeer-227	315	5	,	,	PUNCT
ajeer-227	315	6	16	16	NUM
ajeer-227	315	7	:	:	SYM
ajeer-227	315	8	230	230	NUM
ajeer-227	315	9	.	.	PUNCT
ajeer-227	316	1	pm	pm	NOUN
ajeer-227	316	2	and	and	CCONJ
ajeer-227	316	3	dc	dc	PROPN
ajeer-227	316	4	,	,	PUNCT
ajeer-227	316	5	n.d	n.d	PROPN
ajeer-227	316	6	.	.	PROPN
ajeer-227	316	7	statistics	statistics	PROPN
ajeer-227	316	8	.	.	PUNCT
ajeer-227	317	1	retrieved	retrieve	VERB
ajeer-227	317	2	from	from	ADP
ajeer-227	317	3	www.pmdc.org.pk	www.pmdc.org.pk	NOUN
ajeer-227	317	4	:	:	PUNCT
ajeer-227	318	1	http://www.pmdc.org.pk/statistics/tabid/103/default.aspx	http://www.pmdc.org.pk/statistics/tabid/103/default.aspx	X
ajeer-227	318	2	.	.	PUNCT
ajeer-227	319	1	romley	romley	PROPN
ajeer-227	319	2	,	,	PUNCT
ajeer-227	319	3	j.a	j.a	PROPN
ajeer-227	319	4	.	.	PROPN
ajeer-227	319	5	,	,	PUNCT
ajeer-227	319	6	2009	2009	NUM
ajeer-227	319	7	.	.	PUNCT
ajeer-227	320	1	efficiency	efficiency	NOUN
ajeer-227	320	2	and	and	CCONJ
ajeer-227	320	3	its	its	PRON
ajeer-227	320	4	measurement	measurement	NOUN
ajeer-227	320	5	:	:	PUNCT
ajeer-227	320	6	what	what	PRON
ajeer-227	320	7	practitioners	practitioner	NOUN
ajeer-227	320	8	need	need	VERB
ajeer-227	320	9	to	to	PART
ajeer-227	320	10	know	know	VERB
ajeer-227	320	11	.	.	PUNCT
ajeer-227	321	1	american	american	PROPN
ajeer-227	321	2	journal	journal	PROPN
ajeer-227	321	3	of	of	ADP
ajeer-227	321	4	managed	manage	VERB
ajeer-227	321	5	care	care	NOUN
ajeer-227	321	6	,	,	PUNCT
ajeer-227	321	7	15(11	15(11	NUM
ajeer-227	321	8	)	)	PUNCT
ajeer-227	321	9	:	:	PUNCT
ajeer-227	321	10	842	842	NUM
ajeer-227	321	11	-	-	SYM
ajeer-227	321	12	845	845	NUM
ajeer-227	321	13	.	.	PUNCT
ajeer-227	322	1	view	view	NOUN
ajeer-227	322	2	at	at	ADP
ajeer-227	322	3	google	google	PROPN
ajeer-227	322	4	scholar	scholar	PROPN
ajeer-227	322	5	ruggiero	ruggiero	PROPN
ajeer-227	322	6	,	,	PUNCT
ajeer-227	322	7	g.j	g.j	PROPN
ajeer-227	322	8	.	.	PROPN
ajeer-227	322	9	,	,	PUNCT
ajeer-227	322	10	2016	2016	NUM
ajeer-227	322	11	.	.	PUNCT
ajeer-227	323	1	revenue	revenue	NOUN
ajeer-227	323	2	efficiency	efficiency	NOUN
ajeer-227	323	3	in	in	ADP
ajeer-227	323	4	higher	high	ADJ
ajeer-227	323	5	education	education	NOUN
ajeer-227	323	6	institiutions	institiution	NOUN
ajeer-227	323	7	under	under	ADP
ajeer-227	323	8	imperfect	imperfect	ADJ
ajeer-227	323	9	competition	competition	NOUN
ajeer-227	323	10	.	.	PUNCT
ajeer-227	324	1	public	public	ADJ
ajeer-227	324	2	policy	policy	NOUN
ajeer-227	324	3	and	and	CCONJ
ajeer-227	324	4	administration	administration	NOUN
ajeer-227	324	5	,	,	PUNCT
ajeer-227	324	6	0(0	0(0	PROPN
ajeer-227	324	7	):	):	PUNCT
ajeer-227	324	8	1–14	1–14	PROPN
ajeer-227	324	9	.	.	PUNCT
ajeer-227	324	10	salleh	salleh	PROPN
ajeer-227	324	11	,	,	PUNCT
ajeer-227	324	12	m.i	m.i	PROPN
ajeer-227	324	13	.	.	PROPN
ajeer-227	324	14	,	,	PUNCT
ajeer-227	324	15	s.n.i.s	s.n.i.s	PROPN
ajeer-227	324	16	.	.	PUNCT
ajeer-227	324	17	ismail	ismail	PROPN
ajeer-227	324	18	,	,	PUNCT
ajeer-227	324	19	n.	n.	PROPN
ajeer-227	324	20	fadly	fadly	ADV
ajeer-227	324	21	and	and	CCONJ
ajeer-227	324	22	n.a.m.l	n.a.m.l	PROPN
ajeer-227	324	23	.	.	PUNCT
ajeer-227	325	1	habidin	habidin	PROPN
ajeer-227	325	2	,	,	PUNCT
ajeer-227	325	3	2016	2016	NUM
ajeer-227	325	4	.	.	PUNCT
ajeer-227	326	1	efficiency	efficiency	NOUN
ajeer-227	326	2	and	and	CCONJ
ajeer-227	326	3	productivity	productivity	NOUN
ajeer-227	326	4	changes	change	NOUN
ajeer-227	326	5	of	of	ADP
ajeer-227	326	6	the	the	DET
ajeer-227	326	7	malaysian	malaysian	ADJ
ajeer-227	326	8	community	community	NOUN
ajeer-227	326	9	colleges	college	NOUN
ajeer-227	326	10	.	.	PUNCT
ajeer-227	327	1	international	international	ADJ
ajeer-227	327	2	journal	journal	PROPN
ajeer-227	327	3	of	of	ADP
ajeer-227	327	4	academic	academic	ADJ
ajeer-227	327	5	research	research	NOUN
ajeer-227	327	6	in	in	ADP
ajeer-227	327	7	business	business	NOUN
ajeer-227	327	8	and	and	CCONJ
ajeer-227	327	9	social	social	ADJ
ajeer-227	327	10	sciences	science	NOUN
ajeer-227	327	11	,	,	PUNCT
ajeer-227	327	12	6(12	6(12	NUM
ajeer-227	327	13	):	):	PUNCT
ajeer-227	327	14	407	407	NUM
ajeer-227	327	15	-	-	SYM
ajeer-227	327	16	424	424	NUM
ajeer-227	327	17	.	.	PUNCT
ajeer-227	328	1	view	view	NOUN
ajeer-227	328	2	at	at	ADP
ajeer-227	328	3	google	google	PROPN
ajeer-227	328	4	scholar	scholar	NOUN
ajeer-227	328	5	|	|	ADV
ajeer-227	328	6	view	view	NOUN
ajeer-227	328	7	at	at	ADP
ajeer-227	328	8	publisher	publisher	NOUN
ajeer-227	328	9	sun	sun	PROPN
ajeer-227	328	10	,	,	PUNCT
ajeer-227	328	11	z.	z.	PROPN
ajeer-227	328	12	,	,	PUNCT
ajeer-227	328	13	2016	2016	NUM
ajeer-227	328	14	.	.	PUNCT
ajeer-227	329	1	data	datum	NOUN
ajeer-227	329	2	envelopment	envelopment	ADJ
ajeer-227	329	3	analysis	analysis	NOUN
ajeer-227	329	4	on	on	ADP
ajeer-227	329	5	evaluating	evaluate	VERB
ajeer-227	329	6	the	the	DET
ajeer-227	329	7	efficiency	efficiency	NOUN
ajeer-227	329	8	of	of	ADP
ajeer-227	329	9	public	public	ADJ
ajeer-227	329	10	hospitals	hospital	NOUN
ajeer-227	329	11	in	in	ADP
ajeer-227	329	12	tianjin	tianjin	PROPN
ajeer-227	329	13	,	,	PUNCT
ajeer-227	329	14	china	china	PROPN
ajeer-227	329	15	.	.	PUNCT
ajeer-227	330	1	transaction	transaction	NOUN
ajeer-227	330	2	of	of	ADP
ajeer-227	330	3	tianjin	tianjin	PROPN
ajeer-227	330	4	university	university	PROPN
ajeer-227	330	5	,	,	PUNCT
ajeer-227	330	6	22(2	22(2	NUM
ajeer-227	330	7	):	):	PUNCT
ajeer-227	330	8	182–188	182–188	NUM
ajeer-227	330	9	.	.	PUNCT
ajeer-227	331	1	asian	asian	ADJ
ajeer-227	331	2	online	online	PROPN
ajeer-227	331	3	journal	journal	PROPN
ajeer-227	331	4	publishing	publishing	NOUN
ajeer-227	331	5	group	group	NOUN
ajeer-227	331	6	is	be	AUX
ajeer-227	331	7	not	not	PART
ajeer-227	331	8	responsible	responsible	ADJ
ajeer-227	331	9	or	or	CCONJ
ajeer-227	331	10	answerable	answerable	ADJ
ajeer-227	331	11	for	for	ADP
ajeer-227	331	12	any	any	DET
ajeer-227	331	13	loss	loss	NOUN
ajeer-227	331	14	,	,	PUNCT
ajeer-227	331	15	damage	damage	NOUN
ajeer-227	331	16	or	or	CCONJ
ajeer-227	331	17	liability	liability	NOUN
ajeer-227	331	18	,	,	PUNCT
ajeer-227	331	19	etc	etc	X
ajeer-227	331	20	.	.	X
ajeer-227	331	21	caused	cause	VERB
ajeer-227	331	22	in	in	ADP
ajeer-227	331	23	relation	relation	NOUN
ajeer-227	331	24	to	to	PART
ajeer-227	331	25	/	/	PUNCT
ajeer-227	331	26	arising	arise	VERB
ajeer-227	331	27	out	out	ADP
ajeer-227	331	28	of	of	ADP
ajeer-227	331	29	the	the	DET
ajeer-227	331	30	use	use	NOUN
ajeer-227	331	31	of	of	ADP
ajeer-227	331	32	the	the	DET
ajeer-227	331	33	content	content	NOUN
ajeer-227	331	34	.	.	PUNCT
ajeer-227	332	1	any	any	DET
ajeer-227	332	2	queries	query	NOUN
ajeer-227	332	3	should	should	AUX
ajeer-227	332	4	be	be	AUX
ajeer-227	332	5	directed	direct	VERB
ajeer-227	332	6	to	to	ADP
ajeer-227	332	7	the	the	DET
ajeer-227	332	8	corresponding	corresponding	ADJ
ajeer-227	332	9	author	author	NOUN
ajeer-227	332	10	of	of	ADP
ajeer-227	332	11	the	the	DET
ajeer-227	332	12	article	article	NOUN
ajeer-227	332	13	.	.	PUNCT
ajeer-227	333	1	https://scholar.google.com/scholar?hl=en&q=measuring%20hospital’s%20units%20efficiency:%20a%20data%20envelopment%20analysis%20approach	https://scholar.google.com/scholar?hl=en&q=measuring%20hospital’s%20units%20efficiency:%20a%20data%20envelopment%20analysis%20approach	PROPN
ajeer-227	333	2	https://scholar.google.com/scholar?hl=en&q=some%20models%20for%20estimating%20technical%20and%20scale%20inefficiencies%20in%20data%20envelopment%20analysis	https://scholar.google.com/scholar?hl=en&q=some%20models%20for%20estimating%20technical%20and%20scale%20inefficiencies%20in%20data%20envelopment%20analysis	PROPN
ajeer-227	333	3	http://dx.doi.org/10.1287/mnsc.30.9.1078	http://dx.doi.org/10.1287/mnsc.30.9.1078	PROPN
ajeer-227	333	4	https://scholar.google.com/scholar?hl=en&q=measuring%20the%20efficiency%20of%20decision%20making%20units	https://scholar.google.com/scholar?hl=en&q=measuring%20the%20efficiency%20of%20decision%20making%20unit	NOUN
ajeer-227	333	5	http://dx.doi.org/10.1016/0377-2217(78)90138-8	http://dx.doi.org/10.1016/0377-2217(78)90138-8	ADP
ajeer-227	333	6	http://health.punjab.gov.pk/punjab_health_profile	http://health.punjab.gov.pk/punjab_health_profile	VERB
ajeer-227	333	7	https://scholar.google.com/scholar?hl=en&q=data%20envelopment%20analysis%20and%20its%20application%20to%20the%20measurement%20of%20efficiency%20in%20higher%20education	https://scholar.google.com/scholar?hl=en&q=data%20envelopment%20analysis%20and%20its%20application%20to%20the%20measurement%20of%20efficiency%20in%20higher%20education	NOUN
ajeer-227	333	8	http://dx.doi.org/10.1016/j.econedurev.2005.02.005	http://dx.doi.org/10.1016/j.econedurev.2005.02.005	ADJ
ajeer-227	333	9	http://www.pmdc.org.pk/	http://www.pmdc.org.pk/	NOUN
ajeer-227	333	10	http://www.pmdc.org.pk/statistics/tabid/103/default.aspx	http://www.pmdc.org.pk/statistics/tabid/103/default.aspx	NOUN
ajeer-227	333	11	https://scholar.google.com/scholar?hl=en&q=efficiency%20and%20its%20measurement:%20what%20practitioners%20need%20to%20know	https://scholar.google.com/scholar?hl=en&q=efficiency%20and%20its%20measurement:%20what%20practitioners%20need%20to%20know	NOUN
ajeer-227	333	12	https://scholar.google.com/scholar?hl=en&q=efficiency%20and%20productivity%20changes%20of%20the%20malaysian%20community%20colleges	https://scholar.google.com/scholar?hl=en&q=efficiency%20and%20productivity%20changes%20of%20the%20malaysian%20community%20college	NOUN
ajeer-227	333	13	http://dx.doi.org/10.6007/ijarbss/v6-i12/2505	http://dx.doi.org/10.6007/ijarbss/v6-i12/2505	PUNCT