id	sid	tid	token	lemma	pos
american_scientific_journal-6612	1	1	176	176	NUM
american_scientific_journal-6612	1	2	american	american	PROPN
american_scientific_journal-6612	1	3	scientific	scientific	ADJ
american_scientific_journal-6612	1	4	research	research	NOUN
american_scientific_journal-6612	1	5	journal	journal	NOUN
american_scientific_journal-6612	1	6	for	for	ADP
american_scientific_journal-6612	1	7	engineering	engineering	NOUN
american_scientific_journal-6612	1	8	,	,	PUNCT
american_scientific_journal-6612	1	9	technology	technology	NOUN
american_scientific_journal-6612	1	10	,	,	PUNCT
american_scientific_journal-6612	1	11	and	and	CCONJ
american_scientific_journal-6612	1	12	sciences	science	NOUN
american_scientific_journal-6612	1	13	(	(	PUNCT
american_scientific_journal-6612	1	14	asrjets	asrjet	NOUN
american_scientific_journal-6612	1	15	)	)	PUNCT
american_scientific_journal-6612	1	16	issn	issn	PROPN
american_scientific_journal-6612	1	17	(	(	PUNCT
american_scientific_journal-6612	1	18	print	print	NOUN
american_scientific_journal-6612	1	19	)	)	PUNCT
american_scientific_journal-6612	1	20	2313	2313	NUM
american_scientific_journal-6612	1	21	-	-	SYM
american_scientific_journal-6612	1	22	4410	4410	NUM
american_scientific_journal-6612	1	23	,	,	PUNCT
american_scientific_journal-6612	1	24	issn	issn	PROPN
american_scientific_journal-6612	1	25	(	(	PUNCT
american_scientific_journal-6612	1	26	online	online	ADJ
american_scientific_journal-6612	1	27	)	)	PUNCT
american_scientific_journal-6612	1	28	2313	2313	NUM
american_scientific_journal-6612	1	29	-	-	SYM
american_scientific_journal-6612	1	30	4402	4402	NUM
american_scientific_journal-6612	1	31	©	©	PROPN
american_scientific_journal-6612	1	32	global	global	ADJ
american_scientific_journal-6612	1	33	society	society	NOUN
american_scientific_journal-6612	1	34	of	of	ADP
american_scientific_journal-6612	1	35	scientific	scientific	ADJ
american_scientific_journal-6612	1	36	research	research	NOUN
american_scientific_journal-6612	1	37	and	and	CCONJ
american_scientific_journal-6612	1	38	researchers	researcher	NOUN
american_scientific_journal-6612	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-6612	1	40	contract	contract	NOUN
american_scientific_journal-6612	1	41	package	package	NOUN
american_scientific_journal-6612	1	42	as	as	ADP
american_scientific_journal-6612	1	43	an	an	DET
american_scientific_journal-6612	1	44	antecedent	antecedent	NOUN
american_scientific_journal-6612	1	45	of	of	ADP
american_scientific_journal-6612	1	46	value	value	NOUN
american_scientific_journal-6612	1	47	for	for	ADP
american_scientific_journal-6612	1	48	money	money	NOUN
american_scientific_journal-6612	1	49	:	:	PUNCT
american_scientific_journal-6612	1	50	the	the	DET
american_scientific_journal-6612	1	51	mediating	mediate	VERB
american_scientific_journal-6612	1	52	role	role	NOUN
american_scientific_journal-6612	1	53	of	of	ADP
american_scientific_journal-6612	1	54	competitive	competitive	ADJ
american_scientific_journal-6612	1	55	procurement	procurement	NOUN
american_scientific_journal-6612	1	56	.	.	PUNCT
american_scientific_journal-6612	2	1	emmanuel	emmanuel	PROPN
american_scientific_journal-6612	2	2	odoomᵃ	odoomᵃ	PROPN
american_scientific_journal-6612	2	3	*	*	PROPN
american_scientific_journal-6612	2	4	,	,	PUNCT
american_scientific_journal-6612	2	5	james	james	PROPN
american_scientific_journal-6612	2	6	yaw	yaw	PROPN
american_scientific_journal-6612	2	7	osei	osei	PROPN
american_scientific_journal-6612	2	8	-	-	PUNCT
american_scientific_journal-6612	2	9	owusuᵇ	owusuᵇ	PROPN
american_scientific_journal-6612	2	10	,	,	PUNCT
american_scientific_journal-6612	2	11	ruth	ruth	PROPN
american_scientific_journal-6612	2	12	asabea	asabea	NOUN
american_scientific_journal-6612	2	13	addo	addo	PROPN
american_scientific_journal-6612	2	14	c	c	PROPN
american_scientific_journal-6612	2	15	a	a	DET
american_scientific_journal-6612	2	16	principal	principal	ADJ
american_scientific_journal-6612	2	17	supply	supply	NOUN
american_scientific_journal-6612	2	18	officer	officer	NOUN
american_scientific_journal-6612	2	19	,	,	PUNCT
american_scientific_journal-6612	2	20	ghana	ghana	PROPN
american_scientific_journal-6612	2	21	education	education	PROPN
american_scientific_journal-6612	2	22	service	service	NOUN
american_scientific_journal-6612	2	23	,	,	PUNCT
american_scientific_journal-6612	2	24	p.	p.	PROPN
american_scientific_journal-6612	2	25	o.	o.	PROPN
american_scientific_journal-6612	2	26	box	box	PROPN
american_scientific_journal-6612	2	27	74	74	NUM
american_scientific_journal-6612	2	28	,	,	PUNCT
american_scientific_journal-6612	2	29	asamankese	asamankese	PROPN
american_scientific_journal-6612	2	30	,	,	PUNCT
american_scientific_journal-6612	2	31	west	west	PROPN
american_scientific_journal-6612	2	32	akim	akim	PROPN
american_scientific_journal-6612	2	33	municipal	municipal	PROPN
american_scientific_journal-6612	2	34	office	office	PROPN
american_scientific_journal-6612	2	35	b	b	PROPN
american_scientific_journal-6612	2	36	senior	senior	ADJ
american_scientific_journal-6612	2	37	lecturer	lecturer	NOUN
american_scientific_journal-6612	2	38	,	,	PUNCT
american_scientific_journal-6612	2	39	department	department	NOUN
american_scientific_journal-6612	2	40	of	of	ADP
american_scientific_journal-6612	2	41	procurement	procurement	PROPN
american_scientific_journal-6612	2	42	&	&	CCONJ
american_scientific_journal-6612	2	43	supply	supply	PROPN
american_scientific_journal-6612	2	44	science	science	PROPN
american_scientific_journal-6612	2	45	,	,	PUNCT
american_scientific_journal-6612	2	46	koforidua	koforidua	PROPN
american_scientific_journal-6612	2	47	technical	technical	PROPN
american_scientific_journal-6612	2	48	university	university	PROPN
american_scientific_journal-6612	2	49	,	,	PUNCT
american_scientific_journal-6612	2	50	p.	p.	PROPN
american_scientific_journal-6612	2	51	o.	o.	PROPN
american_scientific_journal-6612	2	52	box	box	PROPN
american_scientific_journal-6612	2	53	k.f	k.f	PROPN
american_scientific_journal-6612	2	54	.	.	PROPN
american_scientific_journal-6612	2	55	981	981	NUM
american_scientific_journal-6612	2	56	,	,	PUNCT
american_scientific_journal-6612	2	57	koforidua	koforidua	PROPN
american_scientific_journal-6612	2	58	-	-	PUNCT
american_scientific_journal-6612	2	59	eastern	eastern	PROPN
american_scientific_journal-6612	2	60	region	region	NOUN
american_scientific_journal-6612	2	61	c	c	PROPN
american_scientific_journal-6612	2	62	principal	principal	ADJ
american_scientific_journal-6612	2	63	administrative	administrative	ADJ
american_scientific_journal-6612	2	64	assistant	assistant	NOUN
american_scientific_journal-6612	2	65	,	,	PUNCT
american_scientific_journal-6612	2	66	koforidua	koforidua	PROPN
american_scientific_journal-6612	2	67	technical	technical	PROPN
american_scientific_journal-6612	2	68	university	university	PROPN
american_scientific_journal-6612	2	69	,	,	PUNCT
american_scientific_journal-6612	2	70	ghana	ghana	PROPN
american_scientific_journal-6612	2	71	,	,	PUNCT
american_scientific_journal-6612	2	72	p.	p.	PROPN
american_scientific_journal-6612	2	73	o.	o.	PROPN
american_scientific_journal-6612	2	74	box	box	PROPN
american_scientific_journal-6612	2	75	kf	kf	PROPN
american_scientific_journal-6612	2	76	981	981	NUM
american_scientific_journal-6612	2	77	,	,	PUNCT
american_scientific_journal-6612	2	78	koforidua	koforidua	VERB
american_scientific_journal-6612	2	79	a	a	DET
american_scientific_journal-6612	2	80	email	email	NOUN
american_scientific_journal-6612	2	81	:	:	PUNCT
american_scientific_journal-6612	2	82	dailymanasseh@gmail.com	dailymanasseh@gmail.com	PROPN
american_scientific_journal-6612	2	83	,	,	PUNCT
american_scientific_journal-6612	2	84	b	b	NOUN
american_scientific_journal-6612	2	85	email	email	NOUN
american_scientific_journal-6612	2	86	:	:	PUNCT
american_scientific_journal-6612	2	87	jamesceegha@gmail.com	jamesceegha@gmail.com	PROPN
american_scientific_journal-6612	2	88	,	,	PUNCT
american_scientific_journal-6612	2	89	c	c	PROPN
american_scientific_journal-6612	2	90	email	email	NOUN
american_scientific_journal-6612	2	91	:	:	PUNCT
american_scientific_journal-6612	2	92	ruth.addo@ktu.edu.gh	ruth.addo@ktu.edu.gh	ADJ
american_scientific_journal-6612	2	93	abstract	abstract	NOUN
american_scientific_journal-6612	2	94	given	give	VERB
american_scientific_journal-6612	2	95	the	the	DET
american_scientific_journal-6612	2	96	limited	limited	ADJ
american_scientific_journal-6612	2	97	resources	resource	NOUN
american_scientific_journal-6612	2	98	available	available	ADJ
american_scientific_journal-6612	2	99	to	to	ADP
american_scientific_journal-6612	2	100	the	the	DET
american_scientific_journal-6612	2	101	government	government	NOUN
american_scientific_journal-6612	2	102	institutions	institution	NOUN
american_scientific_journal-6612	2	103	,	,	PUNCT
american_scientific_journal-6612	2	104	value	value	NOUN
american_scientific_journal-6612	2	105	for	for	ADP
american_scientific_journal-6612	2	106	money	money	NOUN
american_scientific_journal-6612	2	107	in	in	ADP
american_scientific_journal-6612	2	108	procurement	procurement	NOUN
american_scientific_journal-6612	2	109	is	be	AUX
american_scientific_journal-6612	2	110	crucial	crucial	ADJ
american_scientific_journal-6612	2	111	to	to	ADP
american_scientific_journal-6612	2	112	ensuring	ensure	VERB
american_scientific_journal-6612	2	113	the	the	DET
american_scientific_journal-6612	2	114	optimal	optimal	ADJ
american_scientific_journal-6612	2	115	use	use	NOUN
american_scientific_journal-6612	2	116	of	of	ADP
american_scientific_journal-6612	2	117	finite	finite	ADJ
american_scientific_journal-6612	2	118	budgetary	budgetary	ADJ
american_scientific_journal-6612	2	119	resources	resource	NOUN
american_scientific_journal-6612	2	120	.	.	PUNCT
american_scientific_journal-6612	3	1	this	this	DET
american_scientific_journal-6612	3	2	study	study	NOUN
american_scientific_journal-6612	3	3	delves	delve	VERB
american_scientific_journal-6612	3	4	into	into	ADP
american_scientific_journal-6612	3	5	contract	contract	NOUN
american_scientific_journal-6612	3	6	package	package	NOUN
american_scientific_journal-6612	3	7	as	as	ADP
american_scientific_journal-6612	3	8	an	an	DET
american_scientific_journal-6612	3	9	antecedent	antecedent	NOUN
american_scientific_journal-6612	3	10	of	of	ADP
american_scientific_journal-6612	3	11	value	value	NOUN
american_scientific_journal-6612	3	12	for	for	ADP
american_scientific_journal-6612	3	13	money	money	NOUN
american_scientific_journal-6612	3	14	;	;	PUNCT
american_scientific_journal-6612	3	15	competitive	competitive	ADJ
american_scientific_journal-6612	3	16	procurement	procurement	NOUN
american_scientific_journal-6612	3	17	as	as	ADP
american_scientific_journal-6612	3	18	a	a	DET
american_scientific_journal-6612	3	19	mediating	mediate	VERB
american_scientific_journal-6612	3	20	role	role	NOUN
american_scientific_journal-6612	3	21	.	.	PUNCT
american_scientific_journal-6612	4	1	fifty	fifty	NUM
american_scientific_journal-6612	4	2	-	-	PUNCT
american_scientific_journal-6612	4	3	three	three	NUM
american_scientific_journal-6612	4	4	(	(	PUNCT
american_scientific_journal-6612	4	5	53	53	NUM
american_scientific_journal-6612	4	6	)	)	PUNCT
american_scientific_journal-6612	4	7	pre	pre	ADJ
american_scientific_journal-6612	4	8	-	-	ADJ
american_scientific_journal-6612	4	9	university	university	ADJ
american_scientific_journal-6612	4	10	educational	educational	ADJ
american_scientific_journal-6612	4	11	institutions	institution	NOUN
american_scientific_journal-6612	4	12	in	in	ADP
american_scientific_journal-6612	4	13	the	the	DET
american_scientific_journal-6612	4	14	eastern	eastern	ADJ
american_scientific_journal-6612	4	15	region	region	NOUN
american_scientific_journal-6612	4	16	of	of	ADP
american_scientific_journal-6612	4	17	ghana	ghana	PROPN
american_scientific_journal-6612	4	18	were	be	AUX
american_scientific_journal-6612	4	19	selected	select	VERB
american_scientific_journal-6612	4	20	for	for	ADP
american_scientific_journal-6612	4	21	the	the	DET
american_scientific_journal-6612	4	22	study	study	NOUN
american_scientific_journal-6612	4	23	.	.	PUNCT
american_scientific_journal-6612	5	1	two	two	NUM
american_scientific_journal-6612	5	2	research	research	NOUN
american_scientific_journal-6612	5	3	objectives	objective	NOUN
american_scientific_journal-6612	5	4	were	be	AUX
american_scientific_journal-6612	5	5	examined	examine	VERB
american_scientific_journal-6612	5	6	whilst	whilst	SCONJ
american_scientific_journal-6612	5	7	two	two	NUM
american_scientific_journal-6612	5	8	research	research	NOUN
american_scientific_journal-6612	5	9	hypotheses	hypothesis	NOUN
american_scientific_journal-6612	5	10	were	be	AUX
american_scientific_journal-6612	5	11	tested	test	VERB
american_scientific_journal-6612	5	12	.	.	PUNCT
american_scientific_journal-6612	6	1	this	this	DET
american_scientific_journal-6612	6	2	study	study	NOUN
american_scientific_journal-6612	6	3	is	be	AUX
american_scientific_journal-6612	6	4	a	a	DET
american_scientific_journal-6612	6	5	quantitative	quantitative	ADJ
american_scientific_journal-6612	6	6	one	one	NOUN
american_scientific_journal-6612	6	7	,	,	PUNCT
american_scientific_journal-6612	6	8	which	which	PRON
american_scientific_journal-6612	6	9	employed	employ	VERB
american_scientific_journal-6612	6	10	purposive	purposive	NOUN
american_scientific_journal-6612	6	11	and	and	CCONJ
american_scientific_journal-6612	6	12	simple	simple	ADJ
american_scientific_journal-6612	6	13	random	random	ADJ
american_scientific_journal-6612	6	14	sampling	sampling	NOUN
american_scientific_journal-6612	6	15	techniques	technique	NOUN
american_scientific_journal-6612	6	16	.	.	PUNCT
american_scientific_journal-6612	7	1	using	use	VERB
american_scientific_journal-6612	7	2	the	the	DET
american_scientific_journal-6612	7	3	confirmatory	confirmatory	ADJ
american_scientific_journal-6612	7	4	factor	factor	NOUN
american_scientific_journal-6612	7	5	analysis	analysis	NOUN
american_scientific_journal-6612	7	6	(	(	PUNCT
american_scientific_journal-6612	7	7	cfa	cfa	NOUN
american_scientific_journal-6612	7	8	)	)	PUNCT
american_scientific_journal-6612	7	9	and	and	CCONJ
american_scientific_journal-6612	7	10	structural	structural	ADJ
american_scientific_journal-6612	7	11	equation	equation	NOUN
american_scientific_journal-6612	7	12	model	model	NOUN
american_scientific_journal-6612	7	13	(	(	PUNCT
american_scientific_journal-6612	7	14	sem	sem	NOUN
american_scientific_journal-6612	7	15	)	)	PUNCT
american_scientific_journal-6612	7	16	for	for	ADP
american_scientific_journal-6612	7	17	data	data	NOUN
american_scientific_journal-6612	7	18	analysis	analysis	NOUN
american_scientific_journal-6612	7	19	,	,	PUNCT
american_scientific_journal-6612	7	20	the	the	DET
american_scientific_journal-6612	7	21	study	study	NOUN
american_scientific_journal-6612	7	22	found	find	VERB
american_scientific_journal-6612	7	23	no	no	DET
american_scientific_journal-6612	7	24	relationship	relationship	NOUN
american_scientific_journal-6612	7	25	between	between	ADP
american_scientific_journal-6612	7	26	contract	contract	NOUN
american_scientific_journal-6612	7	27	package	package	NOUN
american_scientific_journal-6612	7	28	and	and	CCONJ
american_scientific_journal-6612	7	29	value	value	NOUN
american_scientific_journal-6612	7	30	for	for	ADP
american_scientific_journal-6612	7	31	money	money	NOUN
american_scientific_journal-6612	7	32	.	.	PUNCT
american_scientific_journal-6612	8	1	again	again	ADV
american_scientific_journal-6612	8	2	,	,	PUNCT
american_scientific_journal-6612	8	3	the	the	DET
american_scientific_journal-6612	8	4	study	study	NOUN
american_scientific_journal-6612	8	5	revealed	reveal	VERB
american_scientific_journal-6612	8	6	that	that	SCONJ
american_scientific_journal-6612	8	7	competitive	competitive	ADJ
american_scientific_journal-6612	8	8	procurement	procurement	NOUN
american_scientific_journal-6612	8	9	failed	fail	VERB
american_scientific_journal-6612	8	10	to	to	PART
american_scientific_journal-6612	8	11	exert	exert	VERB
american_scientific_journal-6612	8	12	significant	significant	ADJ
american_scientific_journal-6612	8	13	effect	effect	NOUN
american_scientific_journal-6612	8	14	or	or	CCONJ
american_scientific_journal-6612	8	15	influence	influence	NOUN
american_scientific_journal-6612	8	16	on	on	ADP
american_scientific_journal-6612	8	17	contract	contract	NOUN
american_scientific_journal-6612	8	18	package	package	NOUN
american_scientific_journal-6612	8	19	and	and	CCONJ
american_scientific_journal-6612	8	20	value	value	NOUN
american_scientific_journal-6612	8	21	for	for	ADP
american_scientific_journal-6612	8	22	money	money	NOUN
american_scientific_journal-6612	8	23	linkages	linkage	NOUN
american_scientific_journal-6612	8	24	.	.	PUNCT
american_scientific_journal-6612	9	1	the	the	DET
american_scientific_journal-6612	9	2	study	study	NOUN
american_scientific_journal-6612	9	3	recommended	recommend	VERB
american_scientific_journal-6612	9	4	that	that	SCONJ
american_scientific_journal-6612	9	5	appropriate	appropriate	ADJ
american_scientific_journal-6612	9	6	procurement	procurement	NOUN
american_scientific_journal-6612	9	7	process	process	NOUN
american_scientific_journal-6612	9	8	at	at	ADP
american_scientific_journal-6612	9	9	the	the	DET
american_scientific_journal-6612	9	10	public	public	ADJ
american_scientific_journal-6612	9	11	sector	sector	NOUN
american_scientific_journal-6612	9	12	is	be	AUX
american_scientific_journal-6612	9	13	highly	highly	ADV
american_scientific_journal-6612	9	14	required	require	VERB
american_scientific_journal-6612	9	15	to	to	PART
american_scientific_journal-6612	9	16	generate	generate	VERB
american_scientific_journal-6612	9	17	wealth	wealth	NOUN
american_scientific_journal-6612	9	18	,	,	PUNCT
american_scientific_journal-6612	9	19	enhance	enhance	VERB
american_scientific_journal-6612	9	20	transparency	transparency	NOUN
american_scientific_journal-6612	9	21	and	and	CCONJ
american_scientific_journal-6612	9	22	accountability	accountability	NOUN
american_scientific_journal-6612	9	23	,	,	PUNCT
american_scientific_journal-6612	9	24	encourage	encourage	VERB
american_scientific_journal-6612	9	25	consistent	consistent	ADJ
american_scientific_journal-6612	9	26	procurement	procurement	NOUN
american_scientific_journal-6612	9	27	procedures	procedure	NOUN
american_scientific_journal-6612	9	28	and	and	CCONJ
american_scientific_journal-6612	9	29	lessen	lessen	VERB
american_scientific_journal-6612	9	30	corruption	corruption	NOUN
american_scientific_journal-6612	9	31	.	.	PUNCT
american_scientific_journal-6612	10	1	through	through	ADP
american_scientific_journal-6612	10	2	this	this	PRON
american_scientific_journal-6612	10	3	,	,	PUNCT
american_scientific_journal-6612	10	4	value	value	NOUN
american_scientific_journal-6612	10	5	for	for	ADP
american_scientific_journal-6612	10	6	money	money	NOUN
american_scientific_journal-6612	10	7	can	can	AUX
american_scientific_journal-6612	10	8	be	be	AUX
american_scientific_journal-6612	10	9	achieved	achieve	VERB
american_scientific_journal-6612	10	10	.	.	PUNCT
american_scientific_journal-6612	11	1	keywords	keyword	NOUN
american_scientific_journal-6612	11	2	:	:	PUNCT
american_scientific_journal-6612	11	3	contract	contract	NOUN
american_scientific_journal-6612	11	4	package	package	NOUN
american_scientific_journal-6612	11	5	;	;	PUNCT
american_scientific_journal-6612	11	6	competitive	competitive	ADJ
american_scientific_journal-6612	11	7	procurement	procurement	NOUN
american_scientific_journal-6612	11	8	;	;	PUNCT
american_scientific_journal-6612	11	9	value	value	NOUN
american_scientific_journal-6612	11	10	for	for	ADP
american_scientific_journal-6612	11	11	money	money	NOUN
american_scientific_journal-6612	11	12	;	;	PUNCT
american_scientific_journal-6612	11	13	pre	pre	ADJ
american_scientific_journal-6612	11	14	-	-	ADJ
american_scientific_journal-6612	11	15	university	university	ADJ
american_scientific_journal-6612	11	16	educational	educational	ADJ
american_scientific_journal-6612	11	17	institutions	institution	NOUN
american_scientific_journal-6612	11	18	.	.	PUNCT
american_scientific_journal-6612	12	1	1	1	X
american_scientific_journal-6612	12	2	.	.	X
american_scientific_journal-6612	12	3	introduction	introduction	NOUN
american_scientific_journal-6612	12	4	procurement	procurement	NOUN
american_scientific_journal-6612	12	5	plays	play	VERB
american_scientific_journal-6612	12	6	a	a	DET
american_scientific_journal-6612	12	7	crucial	crucial	ADJ
american_scientific_journal-6612	12	8	role	role	NOUN
american_scientific_journal-6612	12	9	in	in	ADP
american_scientific_journal-6612	12	10	the	the	DET
american_scientific_journal-6612	12	11	delivery	delivery	NOUN
american_scientific_journal-6612	12	12	of	of	ADP
american_scientific_journal-6612	12	13	government	government	NOUN
american_scientific_journal-6612	12	14	services	service	NOUN
american_scientific_journal-6612	12	15	,	,	PUNCT
american_scientific_journal-6612	12	16	but	but	CCONJ
american_scientific_journal-6612	12	17	efficiency	efficiency	NOUN
american_scientific_journal-6612	12	18	is	be	AUX
american_scientific_journal-6612	12	19	influenced	influence	VERB
american_scientific_journal-6612	12	20	by	by	ADP
american_scientific_journal-6612	12	21	a	a	DET
american_scientific_journal-6612	12	22	variety	variety	NOUN
american_scientific_journal-6612	12	23	of	of	ADP
american_scientific_journal-6612	12	24	constraints	constraint	NOUN
american_scientific_journal-6612	12	25	[	[	X
american_scientific_journal-6612	12	26	1	1	NUM
american_scientific_journal-6612	12	27	]	]	PUNCT
american_scientific_journal-6612	12	28	.	.	PUNCT
american_scientific_journal-6612	13	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-6612	14	1	*	*	PUNCT
american_scientific_journal-6612	14	2	corresponding	correspond	VERB
american_scientific_journal-6612	14	3	author	author	NOUN
american_scientific_journal-6612	14	4	.	.	PUNCT
american_scientific_journal-6612	15	1	american	american	PROPN
american_scientific_journal-6612	15	2	scientific	scientific	ADJ
american_scientific_journal-6612	15	3	research	research	PROPN
american_scientific_journal-6612	15	4	journal	journal	NOUN
american_scientific_journal-6612	15	5	for	for	ADP
american_scientific_journal-6612	15	6	engineering	engineering	NOUN
american_scientific_journal-6612	15	7	,	,	PUNCT
american_scientific_journal-6612	15	8	technology	technology	NOUN
american_scientific_journal-6612	15	9	,	,	PUNCT
american_scientific_journal-6612	15	10	and	and	CCONJ
american_scientific_journal-6612	15	11	sciences	science	NOUN
american_scientific_journal-6612	15	12	(	(	PUNCT
american_scientific_journal-6612	15	13	asrjets	asrjet	NOUN
american_scientific_journal-6612	15	14	)	)	PUNCT
american_scientific_journal-6612	15	15	(	(	PUNCT
american_scientific_journal-6612	15	16	2021	2021	NUM
american_scientific_journal-6612	15	17	)	)	PUNCT
american_scientific_journal-6612	15	18	volume	volume	NOUN
american_scientific_journal-6612	15	19	77	77	NUM
american_scientific_journal-6612	15	20	,	,	PUNCT
american_scientific_journal-6612	15	21	no	no	DET
american_scientific_journal-6612	15	22	1	1	NUM
american_scientific_journal-6612	15	23	,	,	PUNCT
american_scientific_journal-6612	15	24	pp	pp	ADV
american_scientific_journal-6612	15	25	176	176	NUM
american_scientific_journal-6612	15	26	-	-	SYM
american_scientific_journal-6612	15	27	187	187	NUM
american_scientific_journal-6612	15	28	177	177	NUM
american_scientific_journal-6612	15	29	public	public	ADJ
american_scientific_journal-6612	15	30	sector	sector	NOUN
american_scientific_journal-6612	15	31	procurement	procurement	NOUN
american_scientific_journal-6612	15	32	accounts	account	VERB
american_scientific_journal-6612	15	33	for	for	ADP
american_scientific_journal-6612	15	34	between	between	ADP
american_scientific_journal-6612	15	35	50	50	NUM
american_scientific_journal-6612	15	36	%	%	NOUN
american_scientific_journal-6612	15	37	and	and	CCONJ
american_scientific_journal-6612	15	38	70	70	NUM
american_scientific_journal-6612	15	39	%	%	NOUN
american_scientific_journal-6612	15	40	of	of	ADP
american_scientific_journal-6612	15	41	total	total	ADJ
american_scientific_journal-6612	15	42	government	government	NOUN
american_scientific_journal-6612	15	43	spending	spending	NOUN
american_scientific_journal-6612	15	44	,	,	PUNCT
american_scientific_journal-6612	15	45	accounting	account	VERB
american_scientific_journal-6612	15	46	for	for	ADP
american_scientific_journal-6612	15	47	about	about	ADV
american_scientific_journal-6612	15	48	10	10	NUM
american_scientific_journal-6612	15	49	%	%	NOUN
american_scientific_journal-6612	15	50	of	of	ADP
american_scientific_journal-6612	15	51	gross	gross	ADJ
american_scientific_journal-6612	15	52	domestic	domestic	ADJ
american_scientific_journal-6612	15	53	products	product	NOUN
american_scientific_journal-6612	15	54	(	(	PUNCT
american_scientific_journal-6612	15	55	gdp	gdp	NOUN
american_scientific_journal-6612	15	56	)	)	PUNCT
american_scientific_journal-6612	15	57	and	and	CCONJ
american_scientific_journal-6612	15	58	financial	financial	ADJ
american_scientific_journal-6612	15	59	reports	report	NOUN
american_scientific_journal-6612	15	60	for	for	ADP
american_scientific_journal-6612	15	61	about	about	ADV
american_scientific_journal-6612	15	62	24	24	NUM
american_scientific_journal-6612	15	63	%	%	NOUN
american_scientific_journal-6612	15	64	of	of	ADP
american_scientific_journal-6612	15	65	total	total	ADJ
american_scientific_journal-6612	15	66	imports	import	NOUN
american_scientific_journal-6612	15	67	[	[	X
american_scientific_journal-6612	15	68	2	2	NUM
american_scientific_journal-6612	15	69	]	]	PUNCT
american_scientific_journal-6612	15	70	.	.	PUNCT
american_scientific_journal-6612	16	1	a	a	DET
american_scientific_journal-6612	16	2	reform	reform	NOUN
american_scientific_journal-6612	16	3	in	in	ADP
american_scientific_journal-6612	16	4	the	the	DET
american_scientific_journal-6612	16	5	public	public	ADJ
american_scientific_journal-6612	16	6	sector	sector	NOUN
american_scientific_journal-6612	16	7	procurement	procurement	NOUN
american_scientific_journal-6612	16	8	process	process	NOUN
american_scientific_journal-6612	16	9	would	would	AUX
american_scientific_journal-6612	16	10	,	,	PUNCT
american_scientific_journal-6612	16	11	without	without	ADP
american_scientific_journal-6612	16	12	confusion	confusion	NOUN
american_scientific_journal-6612	16	13	,	,	PUNCT
american_scientific_journal-6612	16	14	create	create	VERB
american_scientific_journal-6612	16	15	wealth	wealth	NOUN
american_scientific_journal-6612	16	16	,	,	PUNCT
american_scientific_journal-6612	16	17	improve	improve	VERB
american_scientific_journal-6612	16	18	transparency	transparency	NOUN
american_scientific_journal-6612	16	19	,	,	PUNCT
american_scientific_journal-6612	16	20	promote	promote	VERB
american_scientific_journal-6612	16	21	transparent	transparent	ADJ
american_scientific_journal-6612	16	22	procurement	procurement	NOUN
american_scientific_journal-6612	16	23	processes	process	NOUN
american_scientific_journal-6612	16	24	and	and	CCONJ
american_scientific_journal-6612	16	25	minimize	minimize	VERB
american_scientific_journal-6612	16	26	corruption	corruption	NOUN
american_scientific_journal-6612	16	27	[	[	X
american_scientific_journal-6612	16	28	2	2	NUM
american_scientific_journal-6612	16	29	]	]	PUNCT
american_scientific_journal-6612	16	30	.	.	PUNCT
american_scientific_journal-6612	17	1	as	as	ADP
american_scientific_journal-6612	17	2	an	an	DET
american_scientific_journal-6612	17	3	effective	effective	ADJ
american_scientific_journal-6612	17	4	way	way	NOUN
american_scientific_journal-6612	17	5	to	to	PART
american_scientific_journal-6612	17	6	invest	invest	VERB
american_scientific_journal-6612	17	7	limited	limited	ADJ
american_scientific_journal-6612	17	8	resources	resource	NOUN
american_scientific_journal-6612	17	9	on	on	ADP
american_scientific_journal-6612	17	10	the	the	DET
american_scientific_journal-6612	17	11	public	public	ADJ
american_scientific_journal-6612	17	12	sector	sector	NOUN
american_scientific_journal-6612	17	13	and	and	CCONJ
american_scientific_journal-6612	17	14	donor	donor	NOUN
american_scientific_journal-6612	17	15	funds	fund	NOUN
american_scientific_journal-6612	17	16	,	,	PUNCT
american_scientific_journal-6612	17	17	relevant	relevant	ADJ
american_scientific_journal-6612	17	18	qualifications	qualification	NOUN
american_scientific_journal-6612	17	19	,	,	PUNCT
american_scientific_journal-6612	17	20	competencies	competency	NOUN
american_scientific_journal-6612	17	21	and	and	CCONJ
american_scientific_journal-6612	17	22	experience	experience	NOUN
american_scientific_journal-6612	17	23	and	and	CCONJ
american_scientific_journal-6612	17	24	related	related	ADJ
american_scientific_journal-6612	17	25	best	good	ADJ
american_scientific_journal-6612	17	26	practices	practice	NOUN
american_scientific_journal-6612	17	27	must	must	AUX
american_scientific_journal-6612	17	28	be	be	AUX
american_scientific_journal-6612	17	29	identified	identify	VERB
american_scientific_journal-6612	17	30	by	by	ADP
american_scientific_journal-6612	17	31	the	the	DET
american_scientific_journal-6612	17	32	public	public	ADJ
american_scientific_journal-6612	17	33	procurement	procurement	NOUN
american_scientific_journal-6612	17	34	staff	staff	NOUN
american_scientific_journal-6612	17	35	with	with	ADP
american_scientific_journal-6612	17	36	a	a	DET
american_scientific_journal-6612	17	37	clear	clear	ADJ
american_scientific_journal-6612	17	38	aim	aim	NOUN
american_scientific_journal-6612	17	39	to	to	PART
american_scientific_journal-6612	17	40	gain	gain	VERB
american_scientific_journal-6612	17	41	value	value	NOUN
american_scientific_journal-6612	17	42	for	for	ADP
american_scientific_journal-6612	17	43	money	money	NOUN
american_scientific_journal-6612	17	44	[	[	X
american_scientific_journal-6612	17	45	3	3	NUM
american_scientific_journal-6612	17	46	]	]	PUNCT
american_scientific_journal-6612	17	47	thus	thus	ADV
american_scientific_journal-6612	17	48	showing	show	VERB
american_scientific_journal-6612	17	49	that	that	SCONJ
american_scientific_journal-6612	17	50	the	the	DET
american_scientific_journal-6612	17	51	procurement	procurement	NOUN
american_scientific_journal-6612	17	52	roles	role	NOUN
american_scientific_journal-6612	17	53	are	be	AUX
american_scientific_journal-6612	17	54	not	not	PART
american_scientific_journal-6612	17	55	well	well	ADV
american_scientific_journal-6612	17	56	-	-	PUNCT
american_scientific_journal-6612	17	57	resourced	resource	VERB
american_scientific_journal-6612	17	58	and	and	CCONJ
american_scientific_journal-6612	17	59	given	give	VERB
american_scientific_journal-6612	17	60	the	the	DET
american_scientific_journal-6612	17	61	basic	basic	ADJ
american_scientific_journal-6612	17	62	mandate	mandate	NOUN
american_scientific_journal-6612	17	63	and	and	CCONJ
american_scientific_journal-6612	17	64	value	value	NOUN
american_scientific_journal-6612	17	65	for	for	ADP
american_scientific_journal-6612	17	66	money	money	NOUN
american_scientific_journal-6612	17	67	.	.	PUNCT
american_scientific_journal-6612	18	1	reference	reference	NOUN
american_scientific_journal-6612	19	1	[	[	X
american_scientific_journal-6612	19	2	4	4	NUM
american_scientific_journal-6612	19	3	-	-	SYM
american_scientific_journal-6612	19	4	6	6	NUM
american_scientific_journal-6612	19	5	]	]	PUNCT
american_scientific_journal-6612	19	6	discussed	discuss	VERB
american_scientific_journal-6612	19	7	the	the	DET
american_scientific_journal-6612	19	8	need	need	NOUN
american_scientific_journal-6612	19	9	for	for	ADP
american_scientific_journal-6612	19	10	contract	contract	NOUN
american_scientific_journal-6612	19	11	aggregation	aggregation	NOUN
american_scientific_journal-6612	19	12	in	in	ADP
american_scientific_journal-6612	19	13	the	the	DET
american_scientific_journal-6612	19	14	planning	planning	NOUN
american_scientific_journal-6612	19	15	of	of	ADP
american_scientific_journal-6612	19	16	the	the	DET
american_scientific_journal-6612	19	17	procurement	procurement	NOUN
american_scientific_journal-6612	19	18	strategy	strategy	NOUN
american_scientific_journal-6612	19	19	in	in	ADP
american_scientific_journal-6612	19	20	general	general	ADJ
american_scientific_journal-6612	19	21	and	and	CCONJ
american_scientific_journal-6612	19	22	left	leave	VERB
american_scientific_journal-6612	19	23	a	a	DET
american_scientific_journal-6612	19	24	significant	significant	ADJ
american_scientific_journal-6612	19	25	information	information	NOUN
american_scientific_journal-6612	19	26	gap	gap	NOUN
american_scientific_journal-6612	19	27	on	on	ADP
american_scientific_journal-6612	19	28	its	its	PRON
american_scientific_journal-6612	19	29	significance	significance	NOUN
american_scientific_journal-6612	19	30	in	in	ADP
american_scientific_journal-6612	19	31	the	the	DET
american_scientific_journal-6612	19	32	search	search	NOUN
american_scientific_journal-6612	19	33	of	of	ADP
american_scientific_journal-6612	19	34	value	value	NOUN
american_scientific_journal-6612	19	35	for	for	ADP
american_scientific_journal-6612	19	36	money	money	NOUN
american_scientific_journal-6612	19	37	.	.	PUNCT
american_scientific_journal-6612	20	1	the	the	DET
american_scientific_journal-6612	20	2	public	public	ADJ
american_scientific_journal-6612	20	3	procurement	procurement	NOUN
american_scientific_journal-6612	20	4	(	(	PUNCT
american_scientific_journal-6612	20	5	amendment	amendment	NOUN
american_scientific_journal-6612	20	6	)	)	PUNCT
american_scientific_journal-6612	20	7	act	act	NOUN
american_scientific_journal-6612	20	8	2016	2016	NUM
american_scientific_journal-6612	20	9	(	(	PUNCT
american_scientific_journal-6612	20	10	act	act	VERB
american_scientific_journal-6612	20	11	914	914	NUM
american_scientific_journal-6612	20	12	)	)	PUNCT
american_scientific_journal-6612	20	13	,	,	PUNCT
american_scientific_journal-6612	20	14	as	as	SCONJ
american_scientific_journal-6612	20	15	amended	amend	VERB
american_scientific_journal-6612	20	16	,	,	PUNCT
american_scientific_journal-6612	20	17	obliges	oblige	VERB
american_scientific_journal-6612	20	18	pes	pe	NOUN
american_scientific_journal-6612	20	19	to	to	PART
american_scientific_journal-6612	20	20	combine	combine	VERB
american_scientific_journal-6612	20	21	the	the	DET
american_scientific_journal-6612	20	22	needs	need	NOUN
american_scientific_journal-6612	20	23	,	,	PUNCT
american_scientific_journal-6612	20	24	where	where	SCONJ
american_scientific_journal-6612	20	25	possible	possible	ADJ
american_scientific_journal-6612	20	26	in	in	ADP
american_scientific_journal-6612	20	27	order	order	NOUN
american_scientific_journal-6612	20	28	to	to	PART
american_scientific_journal-6612	20	29	obtain	obtain	VERB
american_scientific_journal-6612	20	30	value	value	NOUN
american_scientific_journal-6612	20	31	for	for	ADP
american_scientific_journal-6612	20	32	money	money	NOUN
american_scientific_journal-6612	20	33	,	,	PUNCT
american_scientific_journal-6612	20	34	to	to	PART
american_scientific_journal-6612	20	35	prevent	prevent	VERB
american_scientific_journal-6612	20	36	emergencies	emergency	NOUN
american_scientific_journal-6612	20	37	and	and	CCONJ
american_scientific_journal-6612	20	38	to	to	PART
american_scientific_journal-6612	20	39	use	use	VERB
american_scientific_journal-6612	20	40	the	the	DET
american_scientific_journal-6612	20	41	contractual	contractual	ADJ
american_scientific_journal-6612	20	42	system	system	NOUN
american_scientific_journal-6612	20	43	to	to	PART
american_scientific_journal-6612	20	44	procure	procure	VERB
american_scientific_journal-6612	20	45	widely	widely	ADV
american_scientific_journal-6612	20	46	used	use	VERB
american_scientific_journal-6612	20	47	goods	good	NOUN
american_scientific_journal-6612	20	48	and	and	CCONJ
american_scientific_journal-6612	20	49	services	service	NOUN
american_scientific_journal-6612	20	50	to	to	PART
american_scientific_journal-6612	20	51	make	make	VERB
american_scientific_journal-6612	20	52	the	the	DET
american_scientific_journal-6612	20	53	procurement	procurement	NOUN
american_scientific_journal-6612	20	54	process	process	NOUN
american_scientific_journal-6612	20	55	more	more	ADV
american_scientific_journal-6612	20	56	functional	functional	ADJ
american_scientific_journal-6612	20	57	,	,	PUNCT
american_scientific_journal-6612	20	58	versatile	versatile	ADJ
american_scientific_journal-6612	20	59	and	and	CCONJ
american_scientific_journal-6612	20	60	cost	cost	NOUN
american_scientific_journal-6612	20	61	-	-	PUNCT
american_scientific_journal-6612	20	62	effective	effective	ADJ
american_scientific_journal-6612	20	63	;	;	PUNCT
american_scientific_journal-6612	20	64	avoiding	avoid	VERB
american_scientific_journal-6612	20	65	the	the	DET
american_scientific_journal-6612	20	66	separation	separation	NOUN
american_scientific_journal-6612	20	67	of	of	ADP
american_scientific_journal-6612	20	68	procurement	procurement	NOUN
american_scientific_journal-6612	20	69	,	,	PUNCT
american_scientific_journal-6612	20	70	which	which	PRON
american_scientific_journal-6612	20	71	seeks	seek	VERB
american_scientific_journal-6612	20	72	to	to	PART
american_scientific_journal-6612	20	73	defeat	defeat	VERB
american_scientific_journal-6612	20	74	the	the	DET
american_scientific_journal-6612	20	75	competitive	competitive	ADJ
american_scientific_journal-6612	20	76	process	process	NOUN
american_scientific_journal-6612	20	77	and	and	CCONJ
american_scientific_journal-6612	20	78	to	to	PART
american_scientific_journal-6612	20	79	incorporate	incorporate	VERB
american_scientific_journal-6612	20	80	the	the	DET
american_scientific_journal-6612	20	81	procurement	procurement	NOUN
american_scientific_journal-6612	20	82	into	into	ADP
american_scientific_journal-6612	20	83	the	the	DET
american_scientific_journal-6612	20	84	spending	spending	NOUN
american_scientific_journal-6612	20	85	plan	plan	NOUN
american_scientific_journal-6612	20	86	,	,	PUNCT
american_scientific_journal-6612	20	87	there	there	PRON
american_scientific_journal-6612	20	88	is	be	VERB
american_scientific_journal-6612	20	89	a	a	DET
american_scientific_journal-6612	20	90	woefully	woefully	ADV
american_scientific_journal-6612	20	91	insufficient	insufficient	ADJ
american_scientific_journal-6612	20	92	analysis	analysis	NOUN
american_scientific_journal-6612	20	93	on	on	ADP
american_scientific_journal-6612	20	94	the	the	DET
american_scientific_journal-6612	20	95	impact	impact	NOUN
american_scientific_journal-6612	20	96	of	of	ADP
american_scientific_journal-6612	20	97	successful	successful	ADJ
american_scientific_journal-6612	20	98	contract	contract	NOUN
american_scientific_journal-6612	20	99	aggregation	aggregation	NOUN
american_scientific_journal-6612	20	100	/	/	SYM
american_scientific_journal-6612	20	101	package	package	NOUN
american_scientific_journal-6612	20	102	/	/	SYM
american_scientific_journal-6612	20	103	lot	lot	NOUN
american_scientific_journal-6612	20	104	arrangement	arrangement	NOUN
american_scientific_journal-6612	20	105	and	and	CCONJ
american_scientific_journal-6612	20	106	its	its	PRON
american_scientific_journal-6612	20	107	relationship	relationship	NOUN
american_scientific_journal-6612	20	108	to	to	ADP
american_scientific_journal-6612	20	109	competitive	competitive	ADJ
american_scientific_journal-6612	20	110	procurement	procurement	NOUN
american_scientific_journal-6612	20	111	as	as	ADP
american_scientific_journal-6612	20	112	variables	variable	NOUN
american_scientific_journal-6612	20	113	that	that	PRON
american_scientific_journal-6612	20	114	affect	affect	VERB
american_scientific_journal-6612	20	115	the	the	DET
american_scientific_journal-6612	20	116	value	value	NOUN
american_scientific_journal-6612	20	117	for	for	ADP
american_scientific_journal-6612	20	118	money	money	NOUN
american_scientific_journal-6612	20	119	.	.	PUNCT
american_scientific_journal-6612	21	1	on	on	ADP
american_scientific_journal-6612	21	2	31	31	NUM
american_scientific_journal-6612	21	3	december	december	PROPN
american_scientific_journal-6612	21	4	2019	2019	NUM
american_scientific_journal-6612	21	5	,	,	PUNCT
american_scientific_journal-6612	21	6	the	the	DET
american_scientific_journal-6612	21	7	auditor	auditor	PROPN
american_scientific_journal-6612	21	8	general‘s	general‘s	PROPN
american_scientific_journal-6612	21	9	report	report	PROPN
american_scientific_journal-6612	21	10	of	of	ADP
american_scientific_journal-6612	21	11	ghana	ghana	PROPN
american_scientific_journal-6612	21	12	reported	report	VERB
american_scientific_journal-6612	21	13	that	that	SCONJ
american_scientific_journal-6612	21	14	pre	pre	ADJ
american_scientific_journal-6612	21	15	-	-	ADJ
american_scientific_journal-6612	21	16	university	university	ADJ
american_scientific_journal-6612	21	17	educational	educational	ADJ
american_scientific_journal-6612	21	18	institutions	institution	NOUN
american_scientific_journal-6612	21	19	breached	breach	VERB
american_scientific_journal-6612	21	20	the	the	DET
american_scientific_journal-6612	21	21	public	public	ADJ
american_scientific_journal-6612	21	22	procurement	procurement	NOUN
american_scientific_journal-6612	21	23	(	(	PUNCT
american_scientific_journal-6612	21	24	amendment	amendment	NOUN
american_scientific_journal-6612	21	25	)	)	PUNCT
american_scientific_journal-6612	21	26	act	act	NOUN
american_scientific_journal-6612	21	27	2016	2016	NUM
american_scientific_journal-6612	21	28	(	(	PUNCT
american_scientific_journal-6612	21	29	act	act	VERB
american_scientific_journal-6612	21	30	914	914	NUM
american_scientific_journal-6612	21	31	)	)	PUNCT
american_scientific_journal-6612	21	32	,	,	PUNCT
american_scientific_journal-6612	21	33	on	on	ADP
american_scientific_journal-6612	21	34	discrimination	discrimination	NOUN
american_scientific_journal-6612	21	35	against	against	ADP
american_scientific_journal-6612	21	36	contract	contract	NOUN
american_scientific_journal-6612	21	37	awards	award	NOUN
american_scientific_journal-6612	21	38	by	by	ADP
american_scientific_journal-6612	21	39	granting	grant	VERB
american_scientific_journal-6612	21	40	contracts	contract	NOUN
american_scientific_journal-6612	21	41	without	without	ADP
american_scientific_journal-6612	21	42	the	the	DET
american_scientific_journal-6612	21	43	involvement	involvement	NOUN
american_scientific_journal-6612	21	44	of	of	ADP
american_scientific_journal-6612	21	45	suppliers	supplier	NOUN
american_scientific_journal-6612	21	46	.	.	PUNCT
american_scientific_journal-6612	22	1	moreover	moreover	ADV
american_scientific_journal-6612	22	2	,	,	PUNCT
american_scientific_journal-6612	22	3	the	the	DET
american_scientific_journal-6612	22	4	ghana	ghana	PROPN
american_scientific_journal-6612	22	5	audit	audit	PROPN
american_scientific_journal-6612	22	6	report	report	NOUN
american_scientific_journal-6612	22	7	on	on	ADP
american_scientific_journal-6612	22	8	pre	pre	ADJ
american_scientific_journal-6612	22	9	-	-	ADJ
american_scientific_journal-6612	22	10	university	university	ADJ
american_scientific_journal-6612	22	11	institutions	institution	NOUN
american_scientific_journal-6612	22	12	(	(	PUNCT
american_scientific_journal-6612	22	13	2019	2019	NUM
american_scientific_journal-6612	22	14	)	)	PUNCT
american_scientific_journal-6612	22	15	indicated	indicate	VERB
american_scientific_journal-6612	22	16	that	that	SCONJ
american_scientific_journal-6612	22	17	there	there	PRON
american_scientific_journal-6612	22	18	was	be	VERB
american_scientific_journal-6612	22	19	a	a	DET
american_scientific_journal-6612	22	20	lack	lack	NOUN
american_scientific_journal-6612	22	21	of	of	ADP
american_scientific_journal-6612	22	22	competition	competition	NOUN
american_scientific_journal-6612	22	23	in	in	ADP
american_scientific_journal-6612	22	24	the	the	DET
american_scientific_journal-6612	22	25	award	award	NOUN
american_scientific_journal-6612	22	26	of	of	ADP
american_scientific_journal-6612	22	27	contracts	contract	NOUN
american_scientific_journal-6612	22	28	as	as	ADP
american_scientific_journal-6612	22	29	one	one	NUM
american_scientific_journal-6612	22	30	of	of	ADP
american_scientific_journal-6612	22	31	the	the	DET
american_scientific_journal-6612	22	32	key	key	ADJ
american_scientific_journal-6612	22	33	problems	problem	NOUN
american_scientific_journal-6612	22	34	facing	face	VERB
american_scientific_journal-6612	22	35	the	the	DET
american_scientific_journal-6612	22	36	pre	pre	ADJ
american_scientific_journal-6612	22	37	-	-	ADJ
american_scientific_journal-6612	22	38	university	university	ADJ
american_scientific_journal-6612	22	39	educational	educational	ADJ
american_scientific_journal-6612	22	40	institutions	institution	NOUN
american_scientific_journal-6612	22	41	.	.	PUNCT
american_scientific_journal-6612	23	1	the	the	DET
american_scientific_journal-6612	23	2	report	report	NOUN
american_scientific_journal-6612	23	3	revealed	reveal	VERB
american_scientific_journal-6612	23	4	that	that	SCONJ
american_scientific_journal-6612	23	5	three	three	NUM
american_scientific_journal-6612	23	6	schools	school	NOUN
american_scientific_journal-6612	23	7	could	could	AUX
american_scientific_journal-6612	23	8	not	not	PART
american_scientific_journal-6612	23	9	explain	explain	VERB
american_scientific_journal-6612	23	10	the	the	DET
american_scientific_journal-6612	23	11	cumulative	cumulative	ADJ
american_scientific_journal-6612	23	12	payments	payment	NOUN
american_scientific_journal-6612	23	13	ghs	ghs	PROPN
american_scientific_journal-6612	23	14	80,150.00	80,150.00	PROPN
american_scientific_journal-6612	23	15	made	make	VERB
american_scientific_journal-6612	23	16	for	for	ADP
american_scientific_journal-6612	23	17	the	the	DET
american_scientific_journal-6612	23	18	procurement	procurement	NOUN
american_scientific_journal-6612	23	19	of	of	ADP
american_scientific_journal-6612	23	20	goods	good	NOUN
american_scientific_journal-6612	23	21	and	and	CCONJ
american_scientific_journal-6612	23	22	services	service	NOUN
american_scientific_journal-6612	23	23	in	in	ADP
american_scientific_journal-6612	23	24	contravention	contravention	NOUN
american_scientific_journal-6612	23	25	of	of	ADP
american_scientific_journal-6612	23	26	rule	rule	NOUN
american_scientific_journal-6612	23	27	78	78	NUM
american_scientific_journal-6612	23	28	of	of	ADP
american_scientific_journal-6612	23	29	the	the	DET
american_scientific_journal-6612	23	30	public	public	ADJ
american_scientific_journal-6612	23	31	financial	financial	PROPN
american_scientific_journal-6612	23	32	administration	administration	PROPN
american_scientific_journal-6612	23	33	regulation	regulation	NOUN
american_scientific_journal-6612	23	34	,	,	PUNCT
american_scientific_journal-6612	23	35	2019	2019	NUM
american_scientific_journal-6612	23	36	,	,	PUNCT
american_scientific_journal-6612	23	37	the	the	DET
american_scientific_journal-6612	23	38	report	report	NOUN
american_scientific_journal-6612	23	39	underscored	underscore	VERB
american_scientific_journal-6612	23	40	the	the	DET
american_scientific_journal-6612	23	41	breach	breach	NOUN
american_scientific_journal-6612	23	42	of	of	ADP
american_scientific_journal-6612	23	43	section	section	NOUN
american_scientific_journal-6612	23	44	43(1	43(1	NUM
american_scientific_journal-6612	23	45	)	)	PUNCT
american_scientific_journal-6612	23	46	of	of	ADP
american_scientific_journal-6612	23	47	the	the	DET
american_scientific_journal-6612	23	48	public	public	ADJ
american_scientific_journal-6612	23	49	procurement	procurement	NOUN
american_scientific_journal-6612	23	50	(	(	PUNCT
american_scientific_journal-6612	23	51	amendment	amendment	NOUN
american_scientific_journal-6612	23	52	)	)	PUNCT
american_scientific_journal-6612	23	53	2016	2016	NUM
american_scientific_journal-6612	23	54	(	(	PUNCT
american_scientific_journal-6612	23	55	act	act	VERB
american_scientific_journal-6612	23	56	914	914	NUM
american_scientific_journal-6612	23	57	)	)	PUNCT
american_scientific_journal-6612	23	58	.	.	PUNCT
american_scientific_journal-6612	24	1	similarly	similarly	ADV
american_scientific_journal-6612	24	2	,	,	PUNCT
american_scientific_journal-6612	24	3	in	in	ADP
american_scientific_journal-6612	24	4	relation	relation	NOUN
american_scientific_journal-6612	24	5	to	to	PART
american_scientific_journal-6612	24	6	section	section	NOUN
american_scientific_journal-6612	24	7	20	20	NUM
american_scientific_journal-6612	24	8	of	of	ADP
american_scientific_journal-6612	24	9	the	the	DET
american_scientific_journal-6612	24	10	legislation	legislation	NOUN
american_scientific_journal-6612	24	11	on	on	ADP
american_scientific_journal-6612	24	12	public	public	ADJ
american_scientific_journal-6612	24	13	procurement	procurement	NOUN
american_scientific_journal-6612	24	14	(	(	PUNCT
american_scientific_journal-6612	24	15	amendment	amendment	NOUN
american_scientific_journal-6612	24	16	)	)	PUNCT
american_scientific_journal-6612	24	17	act	act	NOUN
american_scientific_journal-6612	24	18	2016	2016	NUM
american_scientific_journal-6612	24	19	(	(	PUNCT
american_scientific_journal-6612	24	20	act	act	VERB
american_scientific_journal-6612	24	21	914	914	NUM
american_scientific_journal-6612	24	22	)	)	PUNCT
american_scientific_journal-6612	24	23	,	,	PUNCT
american_scientific_journal-6612	24	24	eight	eight	NUM
american_scientific_journal-6612	24	25	institutions	institution	NOUN
american_scientific_journal-6612	24	26	engaged	engage	VERB
american_scientific_journal-6612	24	27	in	in	ADP
american_scientific_journal-6612	24	28	the	the	DET
american_scientific_journal-6612	24	29	non	non	ADJ
american_scientific_journal-6612	24	30	-	-	ADJ
american_scientific_journal-6612	24	31	competitive	competitive	ADJ
american_scientific_journal-6612	24	32	acquisition	acquisition	NOUN
american_scientific_journal-6612	24	33	of	of	ADP
american_scientific_journal-6612	24	34	goods	good	NOUN
american_scientific_journal-6612	24	35	,	,	PUNCT
american_scientific_journal-6612	24	36	works	work	NOUN
american_scientific_journal-6612	24	37	and	and	CCONJ
american_scientific_journal-6612	24	38	services	service	NOUN
american_scientific_journal-6612	24	39	to	to	ADP
american_scientific_journal-6612	24	40	the	the	DET
american_scientific_journal-6612	24	41	tune	tune	NOUN
american_scientific_journal-6612	24	42	of	of	ADP
american_scientific_journal-6612	24	43	gh	gh	PROPN
american_scientific_journal-6612	24	44	565,453.97	565,453.97	NUM
american_scientific_journal-6612	24	45	(	(	PUNCT
american_scientific_journal-6612	24	46	auditors	auditor	NOUN
american_scientific_journal-6612	24	47	general	general	ADJ
american_scientific_journal-6612	24	48	report	report	NOUN
american_scientific_journal-6612	24	49	,	,	PUNCT
american_scientific_journal-6612	24	50	2019	2019	NUM
american_scientific_journal-6612	24	51	)	)	PUNCT
american_scientific_journal-6612	24	52	.	.	PUNCT
american_scientific_journal-6612	25	1	again	again	ADV
american_scientific_journal-6612	25	2	,	,	PUNCT
american_scientific_journal-6612	25	3	two	two	NUM
american_scientific_journal-6612	25	4	heads	head	NOUN
american_scientific_journal-6612	25	5	of	of	ADP
american_scientific_journal-6612	25	6	institutions	institution	NOUN
american_scientific_journal-6612	25	7	procured	procure	VERB
american_scientific_journal-6612	25	8	goods	good	NOUN
american_scientific_journal-6612	25	9	,	,	PUNCT
american_scientific_journal-6612	25	10	works	work	NOUN
american_scientific_journal-6612	25	11	and	and	CCONJ
american_scientific_journal-6612	25	12	services	service	NOUN
american_scientific_journal-6612	25	13	well	well	ADV
american_scientific_journal-6612	25	14	above	above	ADP
american_scientific_journal-6612	25	15	their	their	PRON
american_scientific_journal-6612	25	16	threshold	threshold	NOUN
american_scientific_journal-6612	25	17	totally	totally	ADV
american_scientific_journal-6612	25	18	,	,	PUNCT
american_scientific_journal-6612	25	19	ghs	ghs	PROPN
american_scientific_journal-6612	25	20	341,895.00	341,895.00	NUM
american_scientific_journal-6612	25	21	in	in	ADP
american_scientific_journal-6612	25	22	contravention	contravention	NOUN
american_scientific_journal-6612	25	23	of	of	ADP
american_scientific_journal-6612	25	24	section	section	NOUN
american_scientific_journal-6612	25	25	18	18	NUM
american_scientific_journal-6612	25	26	of	of	ADP
american_scientific_journal-6612	25	27	the	the	DET
american_scientific_journal-6612	25	28	public	public	ADJ
american_scientific_journal-6612	25	29	procurement	procurement	PROPN
american_scientific_journal-6612	25	30	act	act	PROPN
american_scientific_journal-6612	25	31	,	,	PUNCT
american_scientific_journal-6612	25	32	2003	2003	NUM
american_scientific_journal-6612	25	33	(	(	PUNCT
american_scientific_journal-6612	25	34	act	act	VERB
american_scientific_journal-6612	25	35	663	663	NUM
american_scientific_journal-6612	25	36	)	)	PUNCT
american_scientific_journal-6612	25	37	as	as	SCONJ
american_scientific_journal-6612	25	38	amended	amend	VERB
american_scientific_journal-6612	25	39	by	by	ADP
american_scientific_journal-6612	25	40	section	section	NOUN
american_scientific_journal-6612	25	41	6	6	NUM
american_scientific_journal-6612	25	42	of	of	ADP
american_scientific_journal-6612	25	43	the	the	DET
american_scientific_journal-6612	25	44	public	public	ADJ
american_scientific_journal-6612	25	45	procurement	procurement	PROPN
american_scientific_journal-6612	25	46	act	act	PROPN
american_scientific_journal-6612	25	47	,	,	PUNCT
american_scientific_journal-6612	25	48	2016	2016	NUM
american_scientific_journal-6612	25	49	.	.	PUNCT
american_scientific_journal-6612	26	1	in	in	ADP
american_scientific_journal-6612	26	2	addition	addition	NOUN
american_scientific_journal-6612	26	3	,	,	PUNCT
american_scientific_journal-6612	26	4	some	some	DET
american_scientific_journal-6612	26	5	other	other	ADJ
american_scientific_journal-6612	26	6	schools	school	NOUN
american_scientific_journal-6612	26	7	failed	fail	VERB
american_scientific_journal-6612	26	8	to	to	PART
american_scientific_journal-6612	26	9	prepare	prepare	VERB
american_scientific_journal-6612	26	10	a	a	DET
american_scientific_journal-6612	26	11	procurement	procurement	NOUN
american_scientific_journal-6612	26	12	plan	plan	NOUN
american_scientific_journal-6612	26	13	for	for	ADP
american_scientific_journal-6612	26	14	their	their	PRON
american_scientific_journal-6612	26	15	procurement	procurement	NOUN
american_scientific_journal-6612	26	16	activities	activity	NOUN
american_scientific_journal-6612	26	17	for	for	ADP
american_scientific_journal-6612	26	18	the	the	DET
american_scientific_journal-6612	26	19	2019	2019	NUM
american_scientific_journal-6612	26	20	fiscal	fiscal	ADJ
american_scientific_journal-6612	26	21	year	year	NOUN
american_scientific_journal-6612	26	22	but	but	CCONJ
american_scientific_journal-6612	26	23	did	do	VERB
american_scientific_journal-6612	26	24	procure	procure	NOUN
american_scientific_journal-6612	26	25	items	item	NOUN
american_scientific_journal-6612	26	26	involving	involve	VERB
american_scientific_journal-6612	26	27	a	a	DET
american_scientific_journal-6612	26	28	total	total	ADJ
american_scientific_journal-6612	26	29	amount	amount	NOUN
american_scientific_journal-6612	26	30	of	of	ADP
american_scientific_journal-6612	26	31	gh	gh	PROPN
american_scientific_journal-6612	26	32	of	of	ADP
american_scientific_journal-6612	26	33	61,872.00	61,872.00	PROPN
american_scientific_journal-6612	26	34	.	.	PUNCT
american_scientific_journal-6612	27	1	contrary	contrary	ADJ
american_scientific_journal-6612	27	2	to	to	PART
american_scientific_journal-6612	27	3	part	part	VERB
american_scientific_journal-6612	27	4	iii	iii	NUM
american_scientific_journal-6612	27	5	of	of	ADP
american_scientific_journal-6612	27	6	act	act	NOUN
american_scientific_journal-6612	27	7	914	914	NUM
american_scientific_journal-6612	27	8	of	of	ADP
american_scientific_journal-6612	27	9	2016	2016	NUM
american_scientific_journal-6612	27	10	(	(	PUNCT
american_scientific_journal-6612	27	11	section	section	NOUN
american_scientific_journal-6612	27	12	21	21	NUM
american_scientific_journal-6612	27	13	)	)	PUNCT
american_scientific_journal-6612	27	14	.	.	PUNCT
american_scientific_journal-6612	28	1	finally	finally	ADV
american_scientific_journal-6612	28	2	,	,	PUNCT
american_scientific_journal-6612	28	3	section	section	NOUN
american_scientific_journal-6612	28	4	7	7	NUM
american_scientific_journal-6612	28	5	of	of	ADP
american_scientific_journal-6612	28	6	public	public	ADJ
american_scientific_journal-6612	28	7	financial	financial	ADJ
american_scientific_journal-6612	28	8	management	management	NOUN
american_scientific_journal-6612	28	9	law	law	NOUN
american_scientific_journal-6612	28	10	2019	2019	NUM
american_scientific_journal-6612	28	11	specifies	specifie	NOUN
american_scientific_journal-6612	28	12	that	that	PRON
american_scientific_journal-6612	28	13	the	the	DET
american_scientific_journal-6612	28	14	principal	principal	ADJ
american_scientific_journal-6612	28	15	spending	spend	VERB
american_scientific_journal-6612	28	16	officer	officer	NOUN
american_scientific_journal-6612	28	17	of	of	ADP
american_scientific_journal-6612	28	18	the	the	DET
american_scientific_journal-6612	28	19	agency	agency	NOUN
american_scientific_journal-6612	28	20	concerned	concerned	ADJ
american_scientific_journal-6612	28	21	shall	shall	AUX
american_scientific_journal-6612	28	22	approve	approve	VERB
american_scientific_journal-6612	28	23	obligations	obligation	NOUN
american_scientific_journal-6612	28	24	within	within	ADP
american_scientific_journal-6612	28	25	the	the	DET
american_scientific_journal-6612	28	26	ceiling	ceiling	NOUN
american_scientific_journal-6612	28	27	set	set	VERB
american_scientific_journal-6612	28	28	by	by	ADP
american_scientific_journal-6612	28	29	the	the	DET
american_scientific_journal-6612	28	30	minister	minister	NOUN
american_scientific_journal-6612	28	31	.	.	PUNCT
american_scientific_journal-6612	29	1	in	in	ADP
american_scientific_journal-6612	29	2	comparison	comparison	NOUN
american_scientific_journal-6612	29	3	to	to	ADP
american_scientific_journal-6612	29	4	the	the	DET
american_scientific_journal-6612	29	5	provisions	provision	NOUN
american_scientific_journal-6612	29	6	set	set	VERB
american_scientific_journal-6612	29	7	out	out	ADP
american_scientific_journal-6612	29	8	above	above	ADV
american_scientific_journal-6612	29	9	,	,	PUNCT
american_scientific_journal-6612	29	10	the	the	DET
american_scientific_journal-6612	29	11	administration	administration	NOUN
american_scientific_journal-6612	29	12	of	of	ADP
american_scientific_journal-6612	29	13	three	three	NUM
american_scientific_journal-6612	29	14	schools	school	NOUN
american_scientific_journal-6612	29	15	spent	spend	VERB
american_scientific_journal-6612	29	16	a	a	DET
american_scientific_journal-6612	29	17	combined	combine	VERB
american_scientific_journal-6612	29	18	amount	amount	NOUN
american_scientific_journal-6612	29	19	of	of	ADP
american_scientific_journal-6612	29	20	ghs	gh	NOUN
american_scientific_journal-6612	29	21	634,885.13	634,885.13	NUM
american_scientific_journal-6612	29	22	on	on	ADP
american_scientific_journal-6612	29	23	goods	good	NOUN
american_scientific_journal-6612	29	24	and	and	CCONJ
american_scientific_journal-6612	29	25	services	service	NOUN
american_scientific_journal-6612	29	26	for	for	ADP
american_scientific_journal-6612	29	27	the	the	DET
american_scientific_journal-6612	29	28	duration	duration	NOUN
american_scientific_journal-6612	29	29	under	under	ADP
american_scientific_journal-6612	29	30	review	review	NOUN
american_scientific_journal-6612	29	31	without	without	ADP
american_scientific_journal-6612	29	32	an	an	DET
american_scientific_journal-6612	29	33	authorized	authorized	ADJ
american_scientific_journal-6612	29	34	budget	budget	NOUN
american_scientific_journal-6612	29	35	.	.	PUNCT
american_scientific_journal-6612	30	1	the	the	DET
american_scientific_journal-6612	30	2	lack	lack	NOUN
american_scientific_journal-6612	30	3	of	of	ADP
american_scientific_journal-6612	30	4	an	an	DET
american_scientific_journal-6612	30	5	approved	approve	VERB
american_scientific_journal-6612	30	6	procurement	procurement	NOUN
american_scientific_journal-6612	30	7	plan	plan	NOUN
american_scientific_journal-6612	30	8	encourages	encourage	VERB
american_scientific_journal-6612	30	9	unplanned	unplanned	ADJ
american_scientific_journal-6612	30	10	procurement	procurement	NOUN
american_scientific_journal-6612	30	11	and	and	CCONJ
american_scientific_journal-6612	30	12	non	non	ADJ
american_scientific_journal-6612	30	13	-	-	ADJ
american_scientific_journal-6612	30	14	competitive	competitive	ADJ
american_scientific_journal-6612	30	15	procurement	procurement	NOUN
american_scientific_journal-6612	30	16	.	.	PUNCT
american_scientific_journal-6612	31	1	the	the	DET
american_scientific_journal-6612	31	2	report	report	NOUN
american_scientific_journal-6612	31	3	further	far	ADV
american_scientific_journal-6612	31	4	explains	explain	VERB
american_scientific_journal-6612	31	5	that	that	SCONJ
american_scientific_journal-6612	31	6	the	the	DET
american_scientific_journal-6612	31	7	plan	plan	NOUN
american_scientific_journal-6612	31	8	will	will	AUX
american_scientific_journal-6612	31	9	help	help	VERB
american_scientific_journal-6612	31	10	to	to	PART
american_scientific_journal-6612	31	11	achieve	achieve	VERB
american_scientific_journal-6612	31	12	harmonization	harmonization	NOUN
american_scientific_journal-6612	31	13	of	of	ADP
american_scientific_journal-6612	31	14	applications	application	NOUN
american_scientific_journal-6612	31	15	,	,	PUNCT
american_scientific_journal-6612	31	16	standardization	standardization	NOUN
american_scientific_journal-6612	31	17	of	of	ADP
american_scientific_journal-6612	31	18	equipment	equipment	NOUN
american_scientific_journal-6612	31	19	as	as	ADV
american_scientific_journal-6612	31	20	well	well	ADV
american_scientific_journal-6612	31	21	as	as	ADP
american_scientific_journal-6612	31	22	possible	possible	ADJ
american_scientific_journal-6612	31	23	economies	economy	NOUN
american_scientific_journal-6612	31	24	of	of	ADP
american_scientific_journal-6612	31	25	scale	scale	NOUN
american_scientific_journal-6612	31	26	in	in	ADP
american_scientific_journal-6612	31	27	procurement	procurement	NOUN
american_scientific_journal-6612	31	28	that	that	PRON
american_scientific_journal-6612	31	29	lead	lead	VERB
american_scientific_journal-6612	31	30	to	to	AUX
american_scientific_journal-6612	31	31	value	value	NOUN
american_scientific_journal-6612	31	32	for	for	ADP
american_scientific_journal-6612	31	33	money	money	NOUN
american_scientific_journal-6612	31	34	(	(	PUNCT
american_scientific_journal-6612	31	35	auditor	auditor	NOUN
american_scientific_journal-6612	31	36	-	-	PUNCT
american_scientific_journal-6612	31	37	general‘s	general‘s	PROPN
american_scientific_journal-6612	31	38	report	report	NOUN
american_scientific_journal-6612	31	39	,	,	PUNCT
american_scientific_journal-6612	31	40	2019	2019	NUM
american_scientific_journal-6612	31	41	)	)	PUNCT
american_scientific_journal-6612	31	42	.	.	PUNCT
american_scientific_journal-6612	32	1	notwithstanding	notwithstanding	ADP
american_scientific_journal-6612	32	2	the	the	DET
american_scientific_journal-6612	32	3	government	government	NOUN
american_scientific_journal-6612	32	4	's	's	PART
american_scientific_journal-6612	32	5	efforts	effort	NOUN
american_scientific_journal-6612	32	6	to	to	PART
american_scientific_journal-6612	32	7	strengthen	strengthen	VERB
american_scientific_journal-6612	32	8	the	the	DET
american_scientific_journal-6612	32	9	procurement	procurement	NOUN
american_scientific_journal-6612	32	10	system	system	NOUN
american_scientific_journal-6612	32	11	,	,	PUNCT
american_scientific_journal-6612	32	12	the	the	DET
american_scientific_journal-6612	32	13	shameful	shameful	ADJ
american_scientific_journal-6612	32	14	discrimination	discrimination	NOUN
american_scientific_journal-6612	32	15	between	between	ADP
american_scientific_journal-6612	32	16	suppliers	supplier	NOUN
american_scientific_journal-6612	32	17	,	,	PUNCT
american_scientific_journal-6612	32	18	contractors	contractor	NOUN
american_scientific_journal-6612	32	19	and	and	CCONJ
american_scientific_journal-6612	32	20	consultants	consultant	NOUN
american_scientific_journal-6612	32	21	in	in	ADP
american_scientific_journal-6612	32	22	goods	good	NOUN
american_scientific_journal-6612	32	23	,	,	PUNCT
american_scientific_journal-6612	32	24	works	work	NOUN
american_scientific_journal-6612	32	25	and	and	CCONJ
american_scientific_journal-6612	32	26	services	service	NOUN
american_scientific_journal-6612	32	27	of	of	ADP
american_scientific_journal-6612	32	28	low	low	ADJ
american_scientific_journal-6612	32	29	quality	quality	NOUN
american_scientific_journal-6612	32	30	,	,	PUNCT
american_scientific_journal-6612	32	31	as	as	SCONJ
american_scientific_journal-6612	32	32	detailed	detailed	ADJ
american_scientific_journal-6612	32	33	in	in	ADP
american_scientific_journal-6612	32	34	the	the	DET
american_scientific_journal-6612	32	35	ghana	ghana	PROPN
american_scientific_journal-6612	32	36	auditor	auditor	PROPN
american_scientific_journal-6612	32	37	-	-	PUNCT
american_scientific_journal-6612	32	38	general‘s	general‘s	PROPN
american_scientific_journal-6612	32	39	report	report	NOUN
american_scientific_journal-6612	32	40	for	for	ADP
american_scientific_journal-6612	32	41	2017	2017	NUM
american_scientific_journal-6612	32	42	to	to	ADP
american_scientific_journal-6612	32	43	2019	2019	NUM
american_scientific_journal-6612	32	44	,	,	PUNCT
american_scientific_journal-6612	32	45	is	be	AUX
american_scientific_journal-6612	32	46	still	still	ADV
american_scientific_journal-6612	32	47	in	in	ADP
american_scientific_journal-6612	32	48	jeopardy	jeopardy	NOUN
american_scientific_journal-6612	32	49	.	.	PUNCT
american_scientific_journal-6612	33	1	in	in	ADP
american_scientific_journal-6612	33	2	deciding	decide	VERB
american_scientific_journal-6612	33	3	on	on	ADP
american_scientific_journal-6612	33	4	the	the	DET
american_scientific_journal-6612	33	5	optimum	optimum	ADJ
american_scientific_journal-6612	33	6	packaging	packaging	NOUN
american_scientific_journal-6612	33	7	of	of	ADP
american_scientific_journal-6612	33	8	american	american	ADJ
american_scientific_journal-6612	33	9	scientific	scientific	ADJ
american_scientific_journal-6612	33	10	research	research	NOUN
american_scientific_journal-6612	33	11	journal	journal	NOUN
american_scientific_journal-6612	33	12	for	for	ADP
american_scientific_journal-6612	33	13	engineering	engineering	NOUN
american_scientific_journal-6612	33	14	,	,	PUNCT
american_scientific_journal-6612	33	15	technology	technology	NOUN
american_scientific_journal-6612	33	16	,	,	PUNCT
american_scientific_journal-6612	33	17	and	and	CCONJ
american_scientific_journal-6612	33	18	sciences	science	NOUN
american_scientific_journal-6612	33	19	(	(	PUNCT
american_scientific_journal-6612	33	20	asrjets	asrjet	NOUN
american_scientific_journal-6612	33	21	)	)	PUNCT
american_scientific_journal-6612	33	22	(	(	PUNCT
american_scientific_journal-6612	33	23	2021	2021	NUM
american_scientific_journal-6612	33	24	)	)	PUNCT
american_scientific_journal-6612	33	25	volume	volume	NOUN
american_scientific_journal-6612	33	26	77	77	NUM
american_scientific_journal-6612	33	27	,	,	PUNCT
american_scientific_journal-6612	33	28	no	no	DET
american_scientific_journal-6612	33	29	1	1	NUM
american_scientific_journal-6612	33	30	,	,	PUNCT
american_scientific_journal-6612	33	31	pp	pp	ADV
american_scientific_journal-6612	33	32	176	176	NUM
american_scientific_journal-6612	33	33	-	-	SYM
american_scientific_journal-6612	33	34	187	187	NUM
american_scientific_journal-6612	33	35	178	178	NUM
american_scientific_journal-6612	33	36	the	the	DET
american_scientific_journal-6612	33	37	planned	plan	VERB
american_scientific_journal-6612	33	38	contracts	contract	NOUN
american_scientific_journal-6612	33	39	,	,	PUNCT
american_scientific_journal-6612	33	40	the	the	DET
american_scientific_journal-6612	33	41	pes	pes	PROPN
american_scientific_journal-6612	33	42	shall	shall	AUX
american_scientific_journal-6612	33	43	,	,	PUNCT
american_scientific_journal-6612	33	44	where	where	SCONJ
american_scientific_journal-6612	33	45	appropriate	appropriate	ADJ
american_scientific_journal-6612	33	46	,	,	PUNCT
american_scientific_journal-6612	33	47	aggregate	aggregate	ADJ
american_scientific_journal-6612	33	48	procurement	procurement	NOUN
american_scientific_journal-6612	33	49	requests	request	NOUN
american_scientific_journal-6612	33	50	for	for	ADP
american_scientific_journal-6612	33	51	the	the	DET
american_scientific_journal-6612	33	52	realization	realization	NOUN
american_scientific_journal-6612	33	53	of	of	ADP
american_scientific_journal-6612	33	54	value	value	NOUN
american_scientific_journal-6612	33	55	for	for	ADP
american_scientific_journal-6612	33	56	money	money	NOUN
american_scientific_journal-6612	33	57	.	.	PUNCT
american_scientific_journal-6612	34	1	be	be	AUX
american_scientific_journal-6612	34	2	that	that	SCONJ
american_scientific_journal-6612	34	3	as	as	SCONJ
american_scientific_journal-6612	34	4	it	it	PRON
american_scientific_journal-6612	34	5	may	may	AUX
american_scientific_journal-6612	34	6	,	,	PUNCT
american_scientific_journal-6612	34	7	the	the	DET
american_scientific_journal-6612	34	8	inverse	inverse	NOUN
american_scientific_journal-6612	34	9	is	be	AUX
american_scientific_journal-6612	34	10	now	now	ADV
american_scientific_journal-6612	34	11	imagined	imagine	VERB
american_scientific_journal-6612	34	12	in	in	ADP
american_scientific_journal-6612	34	13	most	most	ADJ
american_scientific_journal-6612	34	14	public	public	ADJ
american_scientific_journal-6612	34	15	sector	sector	NOUN
american_scientific_journal-6612	34	16	organizations	organization	NOUN
american_scientific_journal-6612	34	17	that	that	PRON
american_scientific_journal-6612	34	18	contract	contract	NOUN
american_scientific_journal-6612	34	19	packages	package	NOUN
american_scientific_journal-6612	34	20	are	be	AUX
american_scientific_journal-6612	34	21	designed	design	VERB
american_scientific_journal-6612	34	22	in	in	ADP
american_scientific_journal-6612	34	23	the	the	DET
american_scientific_journal-6612	34	24	interests	interest	NOUN
american_scientific_journal-6612	34	25	of	of	ADP
american_scientific_journal-6612	34	26	the	the	DET
american_scientific_journal-6612	34	27	authorities	authority	NOUN
american_scientific_journal-6612	34	28	and	and	CCONJ
american_scientific_journal-6612	34	29	subsequently	subsequently	ADV
american_scientific_journal-6612	34	30	awarded	award	VERB
american_scientific_journal-6612	34	31	to	to	ADP
american_scientific_journal-6612	34	32	some	some	DET
american_scientific_journal-6612	34	33	incompetent	incompetent	ADJ
american_scientific_journal-6612	34	34	contractors	contractor	NOUN
american_scientific_journal-6612	34	35	who	who	PRON
american_scientific_journal-6612	34	36	,	,	PUNCT
american_scientific_journal-6612	34	37	by	by	ADP
american_scientific_journal-6612	34	38	questionable	questionable	ADJ
american_scientific_journal-6612	34	39	means	mean	NOUN
american_scientific_journal-6612	34	40	,	,	PUNCT
american_scientific_journal-6612	34	41	discover	discover	VERB
american_scientific_journal-6612	34	42	their	their	PRON
american_scientific_journal-6612	34	43	routes	route	NOUN
american_scientific_journal-6612	34	44	to	to	ADP
american_scientific_journal-6612	34	45	the	the	DET
american_scientific_journal-6612	34	46	public	public	ADJ
american_scientific_journal-6612	34	47	procurement	procurement	NOUN
american_scientific_journal-6612	34	48	net	net	NOUN
american_scientific_journal-6612	34	49	and	and	CCONJ
american_scientific_journal-6612	34	50	misuse	misuse	NOUN
american_scientific_journal-6612	34	51	state	state	NOUN
american_scientific_journal-6612	34	52	reserves	reserve	NOUN
american_scientific_journal-6612	34	53	for	for	ADP
american_scientific_journal-6612	34	54	the	the	DET
american_scientific_journal-6612	34	55	sake	sake	NOUN
american_scientific_journal-6612	34	56	of	of	ADP
american_scientific_journal-6612	34	57	contact	contact	NOUN
american_scientific_journal-6612	34	58	deals	deal	VERB
american_scientific_journal-6612	34	59	through	through	ADP
american_scientific_journal-6612	34	60	sole	sole	ADJ
american_scientific_journal-6612	34	61	or	or	CCONJ
american_scientific_journal-6612	34	62	single	single	ADJ
american_scientific_journal-6612	34	63	-	-	PUNCT
american_scientific_journal-6612	34	64	source	source	NOUN
american_scientific_journal-6612	34	65	procurement	procurement	NOUN
american_scientific_journal-6612	34	66	and	and	CCONJ
american_scientific_journal-6612	34	67	breach	breach	NOUN
american_scientific_journal-6612	34	68	of	of	ADP
american_scientific_journal-6612	34	69	public	public	ADJ
american_scientific_journal-6612	34	70	procurement	procurement	NOUN
american_scientific_journal-6612	34	71	.	.	PUNCT
american_scientific_journal-6612	35	1	1.1	1.1	NUM
american_scientific_journal-6612	35	2	effect	effect	NOUN
american_scientific_journal-6612	35	3	of	of	ADP
american_scientific_journal-6612	35	4	contract	contract	NOUN
american_scientific_journal-6612	35	5	package	package	NOUN
american_scientific_journal-6612	35	6	on	on	ADP
american_scientific_journal-6612	35	7	value	value	NOUN
american_scientific_journal-6612	35	8	for	for	ADP
american_scientific_journal-6612	35	9	money	money	NOUN
american_scientific_journal-6612	35	10	in	in	ADP
american_scientific_journal-6612	35	11	order	order	NOUN
american_scientific_journal-6612	35	12	for	for	ADP
american_scientific_journal-6612	35	13	each	each	DET
american_scientific_journal-6612	35	14	financial	financial	ADJ
american_scientific_journal-6612	35	15	year	year	NOUN
american_scientific_journal-6612	35	16	to	to	PART
american_scientific_journal-6612	35	17	anticipate	anticipate	VERB
american_scientific_journal-6612	35	18	its	its	PRON
american_scientific_journal-6612	35	19	yearly	yearly	ADJ
american_scientific_journal-6612	35	20	requirements	requirement	NOUN
american_scientific_journal-6612	35	21	and	and	CCONJ
american_scientific_journal-6612	35	22	to	to	PART
american_scientific_journal-6612	35	23	approximate	approximate	VERB
american_scientific_journal-6612	35	24	procurement	procurement	NOUN
american_scientific_journal-6612	35	25	costs	cost	NOUN
american_scientific_journal-6612	35	26	that	that	PRON
american_scientific_journal-6612	35	27	will	will	AUX
american_scientific_journal-6612	35	28	enable	enable	VERB
american_scientific_journal-6612	35	29	it	it	PRON
american_scientific_journal-6612	35	30	to	to	PART
american_scientific_journal-6612	35	31	link	link	VERB
american_scientific_journal-6612	35	32	its	its	PRON
american_scientific_journal-6612	35	33	budget	budget	NOUN
american_scientific_journal-6612	35	34	with	with	ADP
american_scientific_journal-6612	35	35	public	public	ADJ
american_scientific_journal-6612	35	36	funding	funding	NOUN
american_scientific_journal-6612	35	37	costs	cost	NOUN
american_scientific_journal-6612	35	38	,	,	PUNCT
american_scientific_journal-6612	35	39	each	each	DET
american_scientific_journal-6612	35	40	contracting	contracting	NOUN
american_scientific_journal-6612	35	41	entity	entity	NOUN
american_scientific_journal-6612	35	42	shall	shall	AUX
american_scientific_journal-6612	35	43	be	be	AUX
american_scientific_journal-6612	35	44	responsible	responsible	ADJ
american_scientific_journal-6612	35	45	for	for	ADP
american_scientific_journal-6612	35	46	the	the	DET
american_scientific_journal-6612	35	47	planning	planning	NOUN
american_scientific_journal-6612	35	48	of	of	ADP
american_scientific_journal-6612	35	49	its	its	PRON
american_scientific_journal-6612	35	50	purchase	purchase	NOUN
american_scientific_journal-6612	35	51	requirements	requirement	NOUN
american_scientific_journal-6612	35	52	for	for	ADP
american_scientific_journal-6612	35	53	each	each	DET
american_scientific_journal-6612	35	54	financial	financial	ADJ
american_scientific_journal-6612	35	55	year	year	NOUN
american_scientific_journal-6612	35	56	.	.	PUNCT
american_scientific_journal-6612	36	1	section	section	NOUN
american_scientific_journal-6612	36	2	21	21	NUM
american_scientific_journal-6612	36	3	of	of	ADP
american_scientific_journal-6612	36	4	the	the	DET
american_scientific_journal-6612	36	5	public	public	ADJ
american_scientific_journal-6612	36	6	procurement	procurement	NOUN
american_scientific_journal-6612	36	7	(	(	PUNCT
american_scientific_journal-6612	36	8	amendment	amendment	NOUN
american_scientific_journal-6612	36	9	)	)	PUNCT
american_scientific_journal-6612	36	10	act	act	NOUN
american_scientific_journal-6612	36	11	2016	2016	NUM
american_scientific_journal-6612	36	12	(	(	PUNCT
american_scientific_journal-6612	36	13	act	act	VERB
american_scientific_journal-6612	36	14	914	914	NUM
american_scientific_journal-6612	36	15	)	)	PUNCT
american_scientific_journal-6612	36	16	obliges	oblige	VERB
american_scientific_journal-6612	36	17	pes	pe	NOUN
american_scientific_journal-6612	36	18	to	to	PART
american_scientific_journal-6612	36	19	combine	combine	VERB
american_scientific_journal-6612	36	20	their	their	PRON
american_scientific_journal-6612	36	21	conditions	condition	NOUN
american_scientific_journal-6612	36	22	to	to	PART
american_scientific_journal-6612	36	23	obtain	obtain	VERB
american_scientific_journal-6612	36	24	value	value	NOUN
american_scientific_journal-6612	36	25	for	for	ADP
american_scientific_journal-6612	36	26	money	money	NOUN
american_scientific_journal-6612	36	27	,	,	PUNCT
american_scientific_journal-6612	36	28	prevent	prevent	VERB
american_scientific_journal-6612	36	29	emergency	emergency	NOUN
american_scientific_journal-6612	36	30	procurement	procurement	NOUN
american_scientific_journal-6612	36	31	,	,	PUNCT
american_scientific_journal-6612	36	32	and	and	CCONJ
american_scientific_journal-6612	36	33	use	use	VERB
american_scientific_journal-6612	36	34	system	system	NOUN
american_scientific_journal-6612	36	35	contracts	contract	NOUN
american_scientific_journal-6612	36	36	in	in	ADP
american_scientific_journal-6612	36	37	procurement	procurement	NOUN
american_scientific_journal-6612	36	38	,	,	PUNCT
american_scientific_journal-6612	36	39	quality	quality	NOUN
american_scientific_journal-6612	36	40	and	and	CCONJ
american_scientific_journal-6612	36	41	consistency	consistency	NOUN
american_scientific_journal-6612	36	42	and	and	CCONJ
american_scientific_journal-6612	36	43	costeffectiveness	costeffectiveness	NOUN
american_scientific_journal-6612	36	44	in	in	ADP
american_scientific_journal-6612	36	45	the	the	DET
american_scientific_journal-6612	36	46	procurement	procurement	NOUN
american_scientific_journal-6612	36	47	process	process	NOUN
american_scientific_journal-6612	36	48	for	for	ADP
american_scientific_journal-6612	36	49	widely	widely	ADV
american_scientific_journal-6612	36	50	used	use	VERB
american_scientific_journal-6612	36	51	products	product	NOUN
american_scientific_journal-6612	36	52	and	and	CCONJ
american_scientific_journal-6612	36	53	services	service	NOUN
american_scientific_journal-6612	36	54	to	to	PART
american_scientific_journal-6612	36	55	avoid	avoid	VERB
american_scientific_journal-6612	36	56	separating	separate	VERB
american_scientific_journal-6612	36	57	.	.	PUNCT
american_scientific_journal-6612	37	1	basheka	basheka	PROPN
american_scientific_journal-6612	37	2	(	(	PUNCT
american_scientific_journal-6612	37	3	2008	2008	NUM
american_scientific_journal-6612	37	4	)	)	PUNCT
american_scientific_journal-6612	37	5	argued	argue	VERB
american_scientific_journal-6612	37	6	that	that	SCONJ
american_scientific_journal-6612	37	7	the	the	DET
american_scientific_journal-6612	37	8	aggregation	aggregation	NOUN
american_scientific_journal-6612	37	9	of	of	ADP
american_scientific_journal-6612	37	10	requirements	requirement	NOUN
american_scientific_journal-6612	37	11	takes	take	VERB
american_scientific_journal-6612	37	12	into	into	ADP
american_scientific_journal-6612	37	13	account	account	NOUN
american_scientific_journal-6612	37	14	the	the	DET
american_scientific_journal-6612	37	15	market	market	NOUN
american_scientific_journal-6612	37	16	structure	structure	NOUN
american_scientific_journal-6612	37	17	of	of	ADP
american_scientific_journal-6612	37	18	the	the	DET
american_scientific_journal-6612	37	19	items	item	NOUN
american_scientific_journal-6612	37	20	requested	request	VERB
american_scientific_journal-6612	37	21	,	,	PUNCT
american_scientific_journal-6612	37	22	a	a	DET
american_scientific_journal-6612	37	23	similar	similar	ADJ
american_scientific_journal-6612	37	24	nature	nature	NOUN
american_scientific_journal-6612	37	25	of	of	ADP
american_scientific_journal-6612	37	26	the	the	DET
american_scientific_journal-6612	37	27	items	item	NOUN
american_scientific_journal-6612	37	28	likely	likely	ADJ
american_scientific_journal-6612	37	29	to	to	PART
american_scientific_journal-6612	37	30	attract	attract	VERB
american_scientific_journal-6612	37	31	the	the	DET
american_scientific_journal-6612	37	32	same	same	ADJ
american_scientific_journal-6612	37	33	potential	potential	ADJ
american_scientific_journal-6612	37	34	bidders	bidder	NOUN
american_scientific_journal-6612	37	35	.	.	PUNCT
american_scientific_journal-6612	38	1	strategies	strategy	NOUN
american_scientific_journal-6612	38	2	for	for	ADP
american_scientific_journal-6612	38	3	aggregate	aggregate	ADJ
american_scientific_journal-6612	38	4	purchases	purchase	NOUN
american_scientific_journal-6612	38	5	may	may	AUX
american_scientific_journal-6612	38	6	directly	directly	ADV
american_scientific_journal-6612	38	7	or	or	CCONJ
american_scientific_journal-6612	38	8	indirectly	indirectly	ADV
american_scientific_journal-6612	38	9	benefit	benefit	VERB
american_scientific_journal-6612	38	10	public	public	ADJ
american_scientific_journal-6612	38	11	tenderers	tenderer	NOUN
american_scientific_journal-6612	38	12	,	,	PUNCT
american_scientific_journal-6612	38	13	contracting	contracting	NOUN
american_scientific_journal-6612	38	14	authorities	authority	NOUN
american_scientific_journal-6612	38	15	and	and	CCONJ
american_scientific_journal-6612	38	16	taxpayers	taxpayer	NOUN
american_scientific_journal-6612	38	17	.	.	PUNCT
american_scientific_journal-6612	39	1	strategies	strategy	NOUN
american_scientific_journal-6612	39	2	for	for	ADP
american_scientific_journal-6612	39	3	aggregate	aggregate	ADJ
american_scientific_journal-6612	39	4	purchases	purchase	NOUN
american_scientific_journal-6612	39	5	generate	generate	VERB
american_scientific_journal-6612	39	6	positive	positive	ADJ
american_scientific_journal-6612	39	7	effects	effect	NOUN
american_scientific_journal-6612	39	8	in	in	ADP
american_scientific_journal-6612	39	9	the	the	DET
american_scientific_journal-6612	39	10	awarding	awarding	NOUN
american_scientific_journal-6612	39	11	of	of	ADP
american_scientific_journal-6612	39	12	public	public	ADJ
american_scientific_journal-6612	39	13	contracts	contract	NOUN
american_scientific_journal-6612	39	14	over	over	ADP
american_scientific_journal-6612	39	15	the	the	DET
american_scientific_journal-6612	39	16	competition	competition	NOUN
american_scientific_journal-6612	39	17	process	process	NOUN
american_scientific_journal-6612	39	18	.	.	PUNCT
american_scientific_journal-6612	40	1	these	these	PRON
american_scientific_journal-6612	40	2	are	be	AUX
american_scientific_journal-6612	40	3	achieved	achieve	VERB
american_scientific_journal-6612	40	4	by	by	ADP
american_scientific_journal-6612	40	5	encouraging	encourage	VERB
american_scientific_journal-6612	40	6	competition	competition	NOUN
american_scientific_journal-6612	40	7	among	among	ADP
american_scientific_journal-6612	40	8	operators	operator	NOUN
american_scientific_journal-6612	40	9	,	,	PUNCT
american_scientific_journal-6612	40	10	lowering	lower	VERB
american_scientific_journal-6612	40	11	purchase	purchase	NOUN
american_scientific_journal-6612	40	12	prices	price	NOUN
american_scientific_journal-6612	40	13	,	,	PUNCT
american_scientific_journal-6612	40	14	suppressing	suppress	VERB
american_scientific_journal-6612	40	15	duplicated	duplicate	VERB
american_scientific_journal-6612	40	16	procedures	procedure	NOUN
american_scientific_journal-6612	40	17	and	and	CCONJ
american_scientific_journal-6612	40	18	public	public	ADJ
american_scientific_journal-6612	40	19	expenditure	expenditure	NOUN
american_scientific_journal-6612	40	20	reduction	reduction	NOUN
american_scientific_journal-6612	40	21	to	to	PART
american_scientific_journal-6612	40	22	achieve	achieve	VERB
american_scientific_journal-6612	40	23	better	well	ADJ
american_scientific_journal-6612	40	24	value	value	NOUN
american_scientific_journal-6612	40	25	for	for	ADP
american_scientific_journal-6612	40	26	money	money	NOUN
american_scientific_journal-6612	40	27	.	.	PUNCT
american_scientific_journal-6612	41	1	the	the	DET
american_scientific_journal-6612	41	2	rationale	rationale	NOUN
american_scientific_journal-6612	41	3	for	for	ADP
american_scientific_journal-6612	41	4	economics	economic	NOUN
american_scientific_journal-6612	41	5	behind	behind	ADP
american_scientific_journal-6612	41	6	aggregation	aggregation	NOUN
american_scientific_journal-6612	41	7	is	be	AUX
american_scientific_journal-6612	41	8	based	base	VERB
american_scientific_journal-6612	41	9	on	on	ADP
american_scientific_journal-6612	41	10	public	public	ADJ
american_scientific_journal-6612	41	11	purchasing	purchasing	NOUN
american_scientific_journal-6612	41	12	market	market	NOUN
american_scientific_journal-6612	41	13	power	power	NOUN
american_scientific_journal-6612	41	14	accumulation	accumulation	NOUN
american_scientific_journal-6612	41	15	through	through	ADP
american_scientific_journal-6612	41	16	the	the	DET
american_scientific_journal-6612	41	17	exercise	exercise	NOUN
american_scientific_journal-6612	41	18	of	of	ADP
american_scientific_journal-6612	41	19	bargaining	bargaining	NOUN
american_scientific_journal-6612	41	20	power	power	NOUN
american_scientific_journal-6612	42	1	[	[	X
american_scientific_journal-6612	42	2	9	9	NUM
american_scientific_journal-6612	42	3	]	]	PUNCT
american_scientific_journal-6612	42	4	and	and	CCONJ
american_scientific_journal-6612	42	5	the	the	DET
american_scientific_journal-6612	42	6	creation	creation	NOUN
american_scientific_journal-6612	42	7	of	of	ADP
american_scientific_journal-6612	42	8	bureaucratic	bureaucratic	ADJ
american_scientific_journal-6612	42	9	economies	economy	NOUN
american_scientific_journal-6612	42	10	of	of	ADP
american_scientific_journal-6612	42	11	scale	scale	NOUN
american_scientific_journal-6612	42	12	[	[	X
american_scientific_journal-6612	42	13	10	10	NUM
american_scientific_journal-6612	42	14	]	]	PUNCT
american_scientific_journal-6612	42	15	.	.	PUNCT
american_scientific_journal-6612	43	1	reference	reference	NOUN
american_scientific_journal-6612	43	2	[	[	X
american_scientific_journal-6612	43	3	11	11	NUM
american_scientific_journal-6612	43	4	]	]	PUNCT
american_scientific_journal-6612	43	5	outlines	outline	VERB
american_scientific_journal-6612	43	6	two	two	NUM
american_scientific_journal-6612	43	7	ways	way	NOUN
american_scientific_journal-6612	43	8	of	of	ADP
american_scientific_journal-6612	43	9	accumulating	accumulate	VERB
american_scientific_journal-6612	43	10	public	public	ADJ
american_scientific_journal-6612	43	11	market	market	NOUN
american_scientific_journal-6612	43	12	power	power	NOUN
american_scientific_journal-6612	43	13	,	,	PUNCT
american_scientific_journal-6612	43	14	including	include	VERB
american_scientific_journal-6612	43	15	making	make	VERB
american_scientific_journal-6612	43	16	purchases	purchase	NOUN
american_scientific_journal-6612	43	17	for	for	ADP
american_scientific_journal-6612	43	18	other	other	ADJ
american_scientific_journal-6612	43	19	contracting	contracting	NOUN
american_scientific_journal-6612	43	20	authorities	authority	NOUN
american_scientific_journal-6612	43	21	by	by	ADP
american_scientific_journal-6612	43	22	employing	employ	VERB
american_scientific_journal-6612	43	23	a	a	DET
american_scientific_journal-6612	43	24	single	single	ADJ
american_scientific_journal-6612	43	25	contracting	contracting	NOUN
american_scientific_journal-6612	43	26	authority	authority	NOUN
american_scientific_journal-6612	43	27	and	and	CCONJ
american_scientific_journal-6612	43	28	collaborating	collaborate	VERB
american_scientific_journal-6612	43	29	with	with	ADP
american_scientific_journal-6612	43	30	public	public	ADJ
american_scientific_journal-6612	43	31	-	-	PUNCT
american_scientific_journal-6612	43	32	public	public	ADJ
american_scientific_journal-6612	43	33	organizations	organization	NOUN
american_scientific_journal-6612	43	34	through	through	ADP
american_scientific_journal-6612	43	35	occasional	occasional	ADJ
american_scientific_journal-6612	43	36	joint	joint	ADJ
american_scientific_journal-6612	43	37	procurement	procurement	NOUN
american_scientific_journal-6612	43	38	.	.	PUNCT
american_scientific_journal-6612	44	1	techniques	technique	NOUN
american_scientific_journal-6612	44	2	of	of	ADP
american_scientific_journal-6612	44	3	aggregated	aggregated	ADJ
american_scientific_journal-6612	44	4	purchase	purchase	NOUN
american_scientific_journal-6612	44	5	according	accord	VERB
american_scientific_journal-6612	44	6	to	to	ADP
american_scientific_journal-6612	44	7	[	[	X
american_scientific_journal-6612	44	8	11	11	NUM
american_scientific_journal-6612	44	9	]	]	PUNCT
american_scientific_journal-6612	44	10	,	,	PUNCT
american_scientific_journal-6612	44	11	generates	generate	VERB
american_scientific_journal-6612	44	12	the	the	DET
american_scientific_journal-6612	44	13	scale	scale	NOUN
american_scientific_journal-6612	44	14	of	of	ADP
american_scientific_journal-6612	44	15	bureaucratic	bureaucratic	ADJ
american_scientific_journal-6612	44	16	economies	economy	NOUN
american_scientific_journal-6612	44	17	as	as	ADP
american_scientific_journal-6612	44	18	transaction	transaction	NOUN
american_scientific_journal-6612	44	19	costs	cost	NOUN
american_scientific_journal-6612	44	20	and	and	CCONJ
american_scientific_journal-6612	44	21	total	total	ADJ
american_scientific_journal-6612	44	22	tenders	tender	NOUN
american_scientific_journal-6612	44	23	decrease	decrease	NOUN
american_scientific_journal-6612	44	24	,	,	PUNCT
american_scientific_journal-6612	44	25	thus	thus	ADV
american_scientific_journal-6612	44	26	improving	improve	VERB
american_scientific_journal-6612	44	27	operational	operational	ADJ
american_scientific_journal-6612	44	28	efficiency	efficiency	NOUN
american_scientific_journal-6612	44	29	in	in	ADP
american_scientific_journal-6612	44	30	centralized	centralized	ADJ
american_scientific_journal-6612	44	31	framework	framework	NOUN
american_scientific_journal-6612	44	32	agreements	agreement	NOUN
american_scientific_journal-6612	44	33	or	or	CCONJ
american_scientific_journal-6612	44	34	dynamic	dynamic	ADJ
american_scientific_journal-6612	44	35	purchasing	purchasing	NOUN
american_scientific_journal-6612	44	36	systems	system	NOUN
american_scientific_journal-6612	44	37	.	.	PUNCT
american_scientific_journal-6612	45	1	in	in	ADP
american_scientific_journal-6612	45	2	addition	addition	NOUN
american_scientific_journal-6612	45	3	,	,	PUNCT
american_scientific_journal-6612	45	4	aggregate	aggregate	ADJ
american_scientific_journal-6612	45	5	purchases	purchase	NOUN
american_scientific_journal-6612	45	6	seek	seek	VERB
american_scientific_journal-6612	45	7	to	to	PART
american_scientific_journal-6612	45	8	maximize	maximize	VERB
american_scientific_journal-6612	45	9	profits	profit	NOUN
american_scientific_journal-6612	45	10	by	by	ADP
american_scientific_journal-6612	45	11	pooling	pool	VERB
american_scientific_journal-6612	45	12	the	the	DET
american_scientific_journal-6612	45	13	purchasing	purchase	VERB
american_scientific_journal-6612	45	14	market	market	NOUN
american_scientific_journal-6612	45	15	power	power	NOUN
american_scientific_journal-6612	45	16	of	of	ADP
american_scientific_journal-6612	45	17	the	the	DET
american_scientific_journal-6612	45	18	public	public	NOUN
american_scientific_journal-6612	45	19	.	.	PUNCT
american_scientific_journal-6612	46	1	in	in	ADP
american_scientific_journal-6612	46	2	line	line	NOUN
american_scientific_journal-6612	46	3	with	with	ADP
american_scientific_journal-6612	46	4	microeconomic	microeconomic	ADJ
american_scientific_journal-6612	46	5	theory	theory	NOUN
american_scientific_journal-6612	46	6	,	,	PUNCT
american_scientific_journal-6612	46	7	the	the	DET
american_scientific_journal-6612	46	8	[	[	X
american_scientific_journal-6612	46	9	12	12	NUM
american_scientific_journal-6612	46	10	]	]	PUNCT
american_scientific_journal-6612	46	11	can	can	AUX
american_scientific_journal-6612	46	12	enforce	enforce	VERB
american_scientific_journal-6612	46	13	purchasing	purchase	VERB
american_scientific_journal-6612	46	14	power	power	NOUN
american_scientific_journal-6612	46	15	alongside	alongside	ADP
american_scientific_journal-6612	46	16	its	its	PRON
american_scientific_journal-6612	46	17	suppliers	supplier	NOUN
american_scientific_journal-6612	46	18	and	and	CCONJ
american_scientific_journal-6612	46	19	achieve	achieve	VERB
american_scientific_journal-6612	46	20	better	well	ADJ
american_scientific_journal-6612	46	21	terms	term	NOUN
american_scientific_journal-6612	46	22	and	and	CCONJ
american_scientific_journal-6612	46	23	conditions	condition	NOUN
american_scientific_journal-6612	46	24	when	when	SCONJ
american_scientific_journal-6612	46	25	entering	enter	VERB
american_scientific_journal-6612	46	26	into	into	ADP
american_scientific_journal-6612	46	27	public	public	ADJ
american_scientific_journal-6612	46	28	contracts	contract	NOUN
american_scientific_journal-6612	46	29	.	.	PUNCT
american_scientific_journal-6612	47	1	this	this	PRON
american_scientific_journal-6612	47	2	is	be	AUX
american_scientific_journal-6612	47	3	achieved	achieve	VERB
american_scientific_journal-6612	47	4	by	by	ADP
american_scientific_journal-6612	47	5	adopting	adopt	VERB
american_scientific_journal-6612	47	6	strategies	strategy	NOUN
american_scientific_journal-6612	47	7	for	for	ADP
american_scientific_journal-6612	47	8	aggregated	aggregated	ADJ
american_scientific_journal-6612	47	9	purchases	purchase	NOUN
american_scientific_journal-6612	47	10	.	.	PUNCT
american_scientific_journal-6612	48	1	aggregated	aggregate	VERB
american_scientific_journal-6612	48	2	purchases	purchase	NOUN
american_scientific_journal-6612	48	3	,	,	PUNCT
american_scientific_journal-6612	48	4	according	accord	VERB
american_scientific_journal-6612	48	5	to	to	ADP
american_scientific_journal-6612	48	6	[	[	X
american_scientific_journal-6612	48	7	13,14	13,14	NUM
american_scientific_journal-6612	48	8	]	]	PUNCT
american_scientific_journal-6612	48	9	,	,	PUNCT
american_scientific_journal-6612	48	10	encourage	encourage	VERB
american_scientific_journal-6612	48	11	the	the	DET
american_scientific_journal-6612	48	12	creation	creation	NOUN
american_scientific_journal-6612	48	13	of	of	ADP
american_scientific_journal-6612	48	14	bargaining	bargaining	NOUN
american_scientific_journal-6612	48	15	power	power	NOUN
american_scientific_journal-6612	48	16	that	that	PRON
american_scientific_journal-6612	48	17	is	be	AUX
american_scientific_journal-6612	48	18	non	non	ADJ
american_scientific_journal-6612	48	19	-	-	ADJ
american_scientific_journal-6612	48	20	abusive	abusive	ADJ
american_scientific_journal-6612	48	21	has	have	AUX
american_scientific_journal-6612	48	22	sound	sound	VERB
american_scientific_journal-6612	48	23	economic	economic	ADJ
american_scientific_journal-6612	48	24	justifications	justification	NOUN
american_scientific_journal-6612	48	25	.	.	PUNCT
american_scientific_journal-6612	49	1	contrarily	contrarily	ADV
american_scientific_journal-6612	49	2	to	to	ADP
american_scientific_journal-6612	49	3	this	this	PRON
american_scientific_journal-6612	49	4	,	,	PUNCT
american_scientific_journal-6612	49	5	aggregate	aggregate	ADJ
american_scientific_journal-6612	49	6	purchases	purchase	NOUN
american_scientific_journal-6612	49	7	tend	tend	VERB
american_scientific_journal-6612	49	8	to	to	PART
american_scientific_journal-6612	49	9	be	be	AUX
american_scientific_journal-6612	49	10	inefficient	inefficient	ADJ
american_scientific_journal-6612	49	11	if	if	SCONJ
american_scientific_journal-6612	49	12	they	they	PRON
american_scientific_journal-6612	49	13	produce	produce	VERB
american_scientific_journal-6612	49	14	monopsony	monopsony	NOUN
american_scientific_journal-6612	49	15	effects	effect	NOUN
american_scientific_journal-6612	49	16	.	.	PUNCT
american_scientific_journal-6612	50	1	[	[	X
american_scientific_journal-6612	50	2	14	14	NUM
american_scientific_journal-6612	50	3	]	]	PUNCT
american_scientific_journal-6612	50	4	concluded	conclude	VERB
american_scientific_journal-6612	50	5	that	that	SCONJ
american_scientific_journal-6612	50	6	effective	effective	ADJ
american_scientific_journal-6612	50	7	aggregated	aggregate	VERB
american_scientific_journal-6612	50	8	buying	buying	NOUN
american_scientific_journal-6612	50	9	strategies	strategy	NOUN
american_scientific_journal-6612	50	10	result	result	VERB
american_scientific_journal-6612	50	11	in	in	ADP
american_scientific_journal-6612	50	12	an	an	DET
american_scientific_journal-6612	50	13	improvement	improvement	NOUN
american_scientific_journal-6612	50	14	in	in	ADP
american_scientific_journal-6612	50	15	consumer	consumer	NOUN
american_scientific_journal-6612	50	16	purchasing	purchasing	NOUN
american_scientific_journal-6612	50	17	power	power	NOUN
american_scientific_journal-6612	50	18	,	,	PUNCT
american_scientific_journal-6612	50	19	the	the	DET
american_scientific_journal-6612	50	20	benefits	benefit	NOUN
american_scientific_journal-6612	50	21	of	of	ADP
american_scientific_journal-6612	50	22	exploiting	exploit	VERB
american_scientific_journal-6612	50	23	agreements	agreement	NOUN
american_scientific_journal-6612	50	24	and	and	CCONJ
american_scientific_journal-6612	50	25	an	an	DET
american_scientific_journal-6612	50	26	increase	increase	NOUN
american_scientific_journal-6612	50	27	in	in	ADP
american_scientific_journal-6612	50	28	technological	technological	ADJ
american_scientific_journal-6612	50	29	expertise	expertise	NOUN
american_scientific_journal-6612	50	30	.	.	PUNCT
american_scientific_journal-6612	51	1	from	from	ADP
american_scientific_journal-6612	51	2	the	the	DET
american_scientific_journal-6612	51	3	[	[	X
american_scientific_journal-6612	51	4	13,14	13,14	NUM
american_scientific_journal-6612	51	5	]	]	X
american_scientific_journal-6612	51	6	reviews	review	NOUN
american_scientific_journal-6612	51	7	,	,	PUNCT
american_scientific_journal-6612	51	8	it	it	PRON
american_scientific_journal-6612	51	9	is	be	AUX
american_scientific_journal-6612	51	10	clear	clear	ADJ
american_scientific_journal-6612	51	11	that	that	SCONJ
american_scientific_journal-6612	51	12	aggregate	aggregate	ADJ
american_scientific_journal-6612	51	13	purchases	purchase	NOUN
american_scientific_journal-6612	51	14	called	call	VERB
american_scientific_journal-6612	51	15	contract	contract	NOUN
american_scientific_journal-6612	51	16	packaging	packaging	NOUN
american_scientific_journal-6612	51	17	have	have	VERB
american_scientific_journal-6612	51	18	a	a	DET
american_scientific_journal-6612	51	19	link	link	NOUN
american_scientific_journal-6612	51	20	to	to	PART
american_scientific_journal-6612	51	21	value	value	VERB
american_scientific_journal-6612	51	22	for	for	ADP
american_scientific_journal-6612	51	23	money	money	NOUN
american_scientific_journal-6612	51	24	in	in	ADP
american_scientific_journal-6612	51	25	the	the	DET
american_scientific_journal-6612	51	26	procurement	procurement	NOUN
american_scientific_journal-6612	51	27	process	process	NOUN
american_scientific_journal-6612	51	28	.	.	PUNCT
american_scientific_journal-6612	52	1	however	however	ADV
american_scientific_journal-6612	52	2	,	,	PUNCT
american_scientific_journal-6612	52	3	it	it	PRON
american_scientific_journal-6612	52	4	has	have	AUX
american_scientific_journal-6612	52	5	rarely	rarely	ADV
american_scientific_journal-6612	52	6	been	be	AUX
american_scientific_journal-6612	52	7	explored	explore	VERB
american_scientific_journal-6612	52	8	in	in	ADP
american_scientific_journal-6612	52	9	literature	literature	NOUN
american_scientific_journal-6612	52	10	.	.	PUNCT
american_scientific_journal-6612	53	1	this	this	PRON
american_scientific_journal-6612	53	2	,	,	PUNCT
american_scientific_journal-6612	53	3	therefore	therefore	ADV
american_scientific_journal-6612	53	4	,	,	PUNCT
american_scientific_journal-6612	53	5	underscores	underscore	VERB
american_scientific_journal-6612	53	6	the	the	DET
american_scientific_journal-6612	53	7	first	first	ADJ
american_scientific_journal-6612	53	8	research	research	NOUN
american_scientific_journal-6612	53	9	hypothesis	hypothesis	NOUN
american_scientific_journal-6612	53	10	that	that	PRON
american_scientific_journal-6612	53	11	;	;	PUNCT
american_scientific_journal-6612	53	12	h1	h1	X
american_scientific_journal-6612	53	13	:	:	PUNCT
american_scientific_journal-6612	53	14	“	"	PUNCT
american_scientific_journal-6612	53	15	contract	contract	NOUN
american_scientific_journal-6612	53	16	packaging	packaging	NOUN
american_scientific_journal-6612	53	17	has	have	VERB
american_scientific_journal-6612	53	18	a	a	DET
american_scientific_journal-6612	53	19	positive	positive	ADJ
american_scientific_journal-6612	53	20	effect	effect	NOUN
american_scientific_journal-6612	53	21	on	on	ADP
american_scientific_journal-6612	53	22	value	value	NOUN
american_scientific_journal-6612	53	23	for	for	ADP
american_scientific_journal-6612	53	24	money	money	NOUN
american_scientific_journal-6612	53	25	”	"	PUNCT
american_scientific_journal-6612	53	26	american	american	PROPN
american_scientific_journal-6612	53	27	scientific	scientific	ADJ
american_scientific_journal-6612	53	28	research	research	NOUN
american_scientific_journal-6612	53	29	journal	journal	NOUN
american_scientific_journal-6612	53	30	for	for	ADP
american_scientific_journal-6612	53	31	engineering	engineering	NOUN
american_scientific_journal-6612	53	32	,	,	PUNCT
american_scientific_journal-6612	53	33	technology	technology	NOUN
american_scientific_journal-6612	53	34	,	,	PUNCT
american_scientific_journal-6612	53	35	and	and	CCONJ
american_scientific_journal-6612	53	36	sciences	science	NOUN
american_scientific_journal-6612	53	37	(	(	PUNCT
american_scientific_journal-6612	53	38	asrjets	asrjet	NOUN
american_scientific_journal-6612	53	39	)	)	PUNCT
american_scientific_journal-6612	53	40	(	(	PUNCT
american_scientific_journal-6612	53	41	2021	2021	NUM
american_scientific_journal-6612	53	42	)	)	PUNCT
american_scientific_journal-6612	53	43	volume	volume	NOUN
american_scientific_journal-6612	53	44	77	77	NUM
american_scientific_journal-6612	53	45	,	,	PUNCT
american_scientific_journal-6612	53	46	no	no	DET
american_scientific_journal-6612	53	47	1	1	NUM
american_scientific_journal-6612	53	48	,	,	PUNCT
american_scientific_journal-6612	53	49	pp	pp	ADV
american_scientific_journal-6612	53	50	176	176	NUM
american_scientific_journal-6612	53	51	-	-	SYM
american_scientific_journal-6612	53	52	187	187	NUM
american_scientific_journal-6612	53	53	179	179	NUM
american_scientific_journal-6612	53	54	1.2	1.2	NUM
american_scientific_journal-6612	53	55	effect	effect	NOUN
american_scientific_journal-6612	53	56	of	of	ADP
american_scientific_journal-6612	53	57	competitive	competitive	ADJ
american_scientific_journal-6612	53	58	procurement	procurement	NOUN
american_scientific_journal-6612	53	59	on	on	ADP
american_scientific_journal-6612	53	60	value	value	NOUN
american_scientific_journal-6612	53	61	for	for	ADP
american_scientific_journal-6612	53	62	money	money	NOUN
american_scientific_journal-6612	53	63	procurement	procurement	NOUN
american_scientific_journal-6612	53	64	by	by	ADP
american_scientific_journal-6612	53	65	competition	competition	NOUN
american_scientific_journal-6612	53	66	is	be	AUX
american_scientific_journal-6612	53	67	a	a	DET
american_scientific_journal-6612	53	68	crucial	crucial	ADJ
american_scientific_journal-6612	53	69	element	element	NOUN
american_scientific_journal-6612	53	70	in	in	ADP
american_scientific_journal-6612	53	71	gaining	gain	VERB
american_scientific_journal-6612	53	72	value	value	NOUN
american_scientific_journal-6612	53	73	for	for	ADP
american_scientific_journal-6612	53	74	money	money	NOUN
american_scientific_journal-6612	53	75	in	in	ADP
american_scientific_journal-6612	53	76	public	public	ADJ
american_scientific_journal-6612	53	77	procurement	procurement	NOUN
american_scientific_journal-6612	53	78	policies	policy	NOUN
american_scientific_journal-6612	53	79	(	(	PUNCT
american_scientific_journal-6612	53	80	ppps	ppps	PROPN
american_scientific_journal-6612	53	81	)	)	PUNCT
american_scientific_journal-6612	53	82	.	.	PUNCT
american_scientific_journal-6612	54	1	according	accord	VERB
american_scientific_journal-6612	54	2	to	to	ADP
american_scientific_journal-6612	54	3	[	[	X
american_scientific_journal-6612	54	4	4	4	NUM
american_scientific_journal-6612	54	5	]	]	PUNCT
american_scientific_journal-6612	54	6	,	,	PUNCT
american_scientific_journal-6612	54	7	the	the	DET
american_scientific_journal-6612	54	8	case	case	NOUN
american_scientific_journal-6612	54	9	for	for	ADP
american_scientific_journal-6612	54	10	vfm	vfm	PROPN
american_scientific_journal-6612	54	11	is	be	AUX
american_scientific_journal-6612	54	12	made	make	VERB
american_scientific_journal-6612	54	13	easier	easy	ADJ
american_scientific_journal-6612	54	14	to	to	PART
american_scientific_journal-6612	54	15	explain	explain	VERB
american_scientific_journal-6612	54	16	when	when	SCONJ
american_scientific_journal-6612	54	17	a	a	DET
american_scientific_journal-6612	54	18	competitive	competitive	ADJ
american_scientific_journal-6612	54	19	tender	tender	NOUN
american_scientific_journal-6612	54	20	for	for	ADP
american_scientific_journal-6612	54	21	the	the	DET
american_scientific_journal-6612	54	22	award	award	NOUN
american_scientific_journal-6612	54	23	of	of	ADP
american_scientific_journal-6612	54	24	a	a	DET
american_scientific_journal-6612	54	25	ppp	ppp	NOUN
american_scientific_journal-6612	54	26	proposal	proposal	NOUN
american_scientific_journal-6612	54	27	is	be	AUX
american_scientific_journal-6612	54	28	used	use	VERB
american_scientific_journal-6612	54	29	.	.	PUNCT
american_scientific_journal-6612	55	1	using	use	VERB
american_scientific_journal-6612	55	2	competitive	competitive	ADJ
american_scientific_journal-6612	55	3	procurement	procurement	NOUN
american_scientific_journal-6612	55	4	as	as	SCONJ
american_scientific_journal-6612	55	5	stated	state	VERB
american_scientific_journal-6612	55	6	[	[	X
american_scientific_journal-6612	55	7	15	15	NUM
american_scientific_journal-6612	55	8	]	]	PUNCT
american_scientific_journal-6612	55	9	,	,	PUNCT
american_scientific_journal-6612	55	10	goods	good	NOUN
american_scientific_journal-6612	55	11	and	and	CCONJ
american_scientific_journal-6612	55	12	services	service	NOUN
american_scientific_journal-6612	55	13	are	be	AUX
american_scientific_journal-6612	55	14	delivered	deliver	VERB
american_scientific_journal-6612	55	15	efficiently	efficiently	ADV
american_scientific_journal-6612	55	16	.	.	PUNCT
american_scientific_journal-6612	56	1	they	they	PRON
american_scientific_journal-6612	56	2	further	far	ADV
american_scientific_journal-6612	56	3	elaborate	elaborate	VERB
american_scientific_journal-6612	56	4	on	on	ADP
american_scientific_journal-6612	56	5	a	a	DET
american_scientific_journal-6612	56	6	competitive	competitive	ADJ
american_scientific_journal-6612	56	7	market	market	NOUN
american_scientific_journal-6612	56	8	model	model	NOUN
american_scientific_journal-6612	56	9	that	that	PRON
american_scientific_journal-6612	56	10	integrates	integrate	VERB
american_scientific_journal-6612	56	11	many	many	ADJ
american_scientific_journal-6612	56	12	markets	market	NOUN
american_scientific_journal-6612	56	13	,	,	PUNCT
american_scientific_journal-6612	56	14	including	include	VERB
american_scientific_journal-6612	56	15	buyers	buyer	NOUN
american_scientific_journal-6612	56	16	and	and	CCONJ
american_scientific_journal-6612	56	17	sellers	seller	NOUN
american_scientific_journal-6612	56	18	on	on	ADP
american_scientific_journal-6612	56	19	a	a	DET
american_scientific_journal-6612	56	20	large	large	ADJ
american_scientific_journal-6612	56	21	scale	scale	NOUN
american_scientific_journal-6612	56	22	,	,	PUNCT
american_scientific_journal-6612	56	23	quality	quality	NOUN
american_scientific_journal-6612	56	24	and	and	CCONJ
american_scientific_journal-6612	56	25	cost	cost	NOUN
american_scientific_journal-6612	56	26	of	of	ADP
american_scientific_journal-6612	56	27	production	production	NOUN
american_scientific_journal-6612	56	28	knowledge	knowledge	NOUN
american_scientific_journal-6612	56	29	and	and	CCONJ
american_scientific_journal-6612	56	30	negotiations	negotiation	NOUN
american_scientific_journal-6612	56	31	on	on	ADP
american_scientific_journal-6612	56	32	an	an	DET
american_scientific_journal-6612	56	33	unarmed	unarmed	ADJ
american_scientific_journal-6612	56	34	basis	basis	NOUN
american_scientific_journal-6612	56	35	[	[	X
american_scientific_journal-6612	56	36	15	15	NUM
american_scientific_journal-6612	56	37	]	]	PUNCT
american_scientific_journal-6612	56	38	.	.	PUNCT
american_scientific_journal-6612	57	1	again	again	ADV
american_scientific_journal-6612	57	2	found	find	VERB
american_scientific_journal-6612	57	3	out	out	ADP
american_scientific_journal-6612	57	4	that	that	SCONJ
american_scientific_journal-6612	57	5	,	,	PUNCT
american_scientific_journal-6612	57	6	under	under	ADP
american_scientific_journal-6612	57	7	these	these	DET
american_scientific_journal-6612	57	8	models	model	NOUN
american_scientific_journal-6612	57	9	,	,	PUNCT
american_scientific_journal-6612	57	10	the	the	DET
american_scientific_journal-6612	57	11	economy	economy	NOUN
american_scientific_journal-6612	57	12	would	would	AUX
american_scientific_journal-6612	57	13	be	be	AUX
american_scientific_journal-6612	57	14	a	a	DET
american_scientific_journal-6612	57	15	manufacturer	manufacturer	NOUN
american_scientific_journal-6612	57	16	and	and	CCONJ
american_scientific_journal-6612	57	17	an	an	DET
american_scientific_journal-6612	57	18	allocator	allocator	NOUN
american_scientific_journal-6612	57	19	of	of	ADP
american_scientific_journal-6612	57	20	services	service	NOUN
american_scientific_journal-6612	57	21	that	that	PRON
american_scientific_journal-6612	57	22	would	would	AUX
american_scientific_journal-6612	57	23	be	be	AUX
american_scientific_journal-6612	57	24	equivalent	equivalent	ADJ
american_scientific_journal-6612	57	25	to	to	ADP
american_scientific_journal-6612	57	26	the	the	DET
american_scientific_journal-6612	57	27	public	public	ADJ
american_scientific_journal-6612	57	28	sector	sector	NOUN
american_scientific_journal-6612	57	29	.	.	PUNCT
american_scientific_journal-6612	58	1	good	good	ADJ
american_scientific_journal-6612	58	2	public	public	ADJ
american_scientific_journal-6612	58	3	procurement	procurement	NOUN
american_scientific_journal-6612	58	4	includes	include	VERB
american_scientific_journal-6612	58	5	a	a	DET
american_scientific_journal-6612	58	6	system	system	NOUN
american_scientific_journal-6612	58	7	of	of	ADP
american_scientific_journal-6612	58	8	public	public	ADJ
american_scientific_journal-6612	58	9	procurement	procurement	NOUN
american_scientific_journal-6612	58	10	regulations	regulation	NOUN
american_scientific_journal-6612	58	11	,	,	PUNCT
american_scientific_journal-6612	58	12	rules	rule	NOUN
american_scientific_journal-6612	58	13	,	,	PUNCT
american_scientific_journal-6612	58	14	practices	practice	NOUN
american_scientific_journal-6612	58	15	and	and	CCONJ
american_scientific_journal-6612	58	16	procedures	procedure	NOUN
american_scientific_journal-6612	58	17	,	,	PUNCT
american_scientific_journal-6612	58	18	the	the	DET
american_scientific_journal-6612	58	19	encouragement	encouragement	NOUN
american_scientific_journal-6612	58	20	of	of	ADP
american_scientific_journal-6612	58	21	effective	effective	ADJ
american_scientific_journal-6612	58	22	competition	competition	NOUN
american_scientific_journal-6612	58	23	through	through	ADP
american_scientific_journal-6612	58	24	procurement	procurement	NOUN
american_scientific_journal-6612	58	25	approaches	approach	NOUN
american_scientific_journal-6612	58	26	relevant	relevant	ADJ
american_scientific_journal-6612	58	27	to	to	ADP
american_scientific_journal-6612	58	28	business	business	NOUN
american_scientific_journal-6612	58	29	requirements	requirement	NOUN
american_scientific_journal-6612	58	30	and	and	CCONJ
american_scientific_journal-6612	58	31	prospective	prospective	ADJ
american_scientific_journal-6612	58	32	vendors	vendor	NOUN
american_scientific_journal-6612	58	33	and	and	CCONJ
american_scientific_journal-6612	58	34	service	service	NOUN
american_scientific_journal-6612	58	35	providers	provider	NOUN
american_scientific_journal-6612	58	36	,	,	PUNCT
american_scientific_journal-6612	58	37	and	and	CCONJ
american_scientific_journal-6612	58	38	the	the	DET
american_scientific_journal-6612	58	39	absence	absence	NOUN
american_scientific_journal-6612	58	40	of	of	ADP
american_scientific_journal-6612	58	41	bias	bias	NOUN
american_scientific_journal-6612	58	42	and	and	CCONJ
american_scientific_journal-6612	58	43	favouritism	favouritism	NOUN
american_scientific_journal-6612	58	44	in	in	ADP
american_scientific_journal-6612	58	45	making	make	VERB
american_scientific_journal-6612	58	46	access	access	NOUN
american_scientific_journal-6612	58	47	to	to	ADP
american_scientific_journal-6612	58	48	procurement	procurement	NOUN
american_scientific_journal-6612	58	49	opportunities	opportunity	NOUN
american_scientific_journal-6612	58	50	rational	rational	ADJ
american_scientific_journal-6612	58	51	[	[	X
american_scientific_journal-6612	58	52	16	16	NUM
american_scientific_journal-6612	58	53	]	]	PUNCT
american_scientific_journal-6612	58	54	.	.	PUNCT
american_scientific_journal-6612	59	1	ppp	ppp	PROPN
american_scientific_journal-6612	59	2	may	may	AUX
american_scientific_journal-6612	59	3	represent	represent	VERB
american_scientific_journal-6612	59	4	value	value	NOUN
american_scientific_journal-6612	59	5	for	for	ADP
american_scientific_journal-6612	59	6	money	money	NOUN
american_scientific_journal-6612	59	7	if	if	SCONJ
american_scientific_journal-6612	59	8	it	it	PRON
american_scientific_journal-6612	59	9	depends	depend	VERB
american_scientific_journal-6612	59	10	on	on	ADP
american_scientific_journal-6612	59	11	the	the	DET
american_scientific_journal-6612	59	12	transfer	transfer	NOUN
american_scientific_journal-6612	59	13	of	of	ADP
american_scientific_journal-6612	59	14	sufficient	sufficient	ADJ
american_scientific_journal-6612	59	15	risk	risk	NOUN
american_scientific_journal-6612	59	16	,	,	PUNCT
american_scientific_journal-6612	59	17	the	the	DET
american_scientific_journal-6612	59	18	effective	effective	ADJ
american_scientific_journal-6612	59	19	design	design	NOUN
american_scientific_journal-6612	59	20	of	of	ADP
american_scientific_journal-6612	59	21	the	the	DET
american_scientific_journal-6612	59	22	contract	contract	NOUN
american_scientific_journal-6612	59	23	aggregation	aggregation	NOUN
american_scientific_journal-6612	59	24	and	and	CCONJ
american_scientific_journal-6612	59	25	competition	competition	NOUN
american_scientific_journal-6612	59	26	.	.	PUNCT
american_scientific_journal-6612	60	1	procurement	procurement	NOUN
american_scientific_journal-6612	60	2	should	should	AUX
american_scientific_journal-6612	60	3	still	still	ADV
american_scientific_journal-6612	60	4	be	be	AUX
american_scientific_journal-6612	60	5	motivated	motivate	VERB
american_scientific_journal-6612	60	6	by	by	ADP
american_scientific_journal-6612	60	7	the	the	DET
american_scientific_journal-6612	60	8	goal	goal	NOUN
american_scientific_journal-6612	60	9	of	of	ADP
american_scientific_journal-6612	60	10	competition	competition	NOUN
american_scientific_journal-6612	60	11	,	,	PUNCT
american_scientific_journal-6612	60	12	unless	unless	SCONJ
american_scientific_journal-6612	60	13	there	there	PRON
american_scientific_journal-6612	60	14	are	be	VERB
american_scientific_journal-6612	60	15	valid	valid	ADJ
american_scientific_journal-6612	60	16	grounds	ground	NOUN
american_scientific_journal-6612	60	17	not	not	PART
american_scientific_journal-6612	60	18	to	to	PART
american_scientific_journal-6612	60	19	do	do	AUX
american_scientific_journal-6612	60	20	so	so	ADV
american_scientific_journal-6612	60	21	.	.	PUNCT
american_scientific_journal-6612	61	1	competitive	competitive	ADJ
american_scientific_journal-6612	61	2	procurement	procurement	NOUN
american_scientific_journal-6612	61	3	continues	continue	VERB
american_scientific_journal-6612	61	4	to	to	PART
american_scientific_journal-6612	61	5	be	be	AUX
american_scientific_journal-6612	61	6	the	the	DET
american_scientific_journal-6612	61	7	only	only	ADJ
american_scientific_journal-6612	61	8	way	way	NOUN
american_scientific_journal-6612	61	9	to	to	PART
american_scientific_journal-6612	61	10	achieve	achieve	VERB
american_scientific_journal-6612	61	11	the	the	DET
american_scientific_journal-6612	61	12	best	good	ADJ
american_scientific_journal-6612	61	13	value	value	NOUN
american_scientific_journal-6612	61	14	for	for	ADP
american_scientific_journal-6612	61	15	money	money	NOUN
american_scientific_journal-6612	61	16	and	and	CCONJ
american_scientific_journal-6612	61	17	to	to	PART
american_scientific_journal-6612	61	18	demonstrate	demonstrate	VERB
american_scientific_journal-6612	61	19	accountability	accountability	NOUN
american_scientific_journal-6612	61	20	and	and	CCONJ
american_scientific_journal-6612	61	21	integrity	integrity	NOUN
american_scientific_journal-6612	61	22	.	.	PUNCT
american_scientific_journal-6612	62	1	procurement	procurement	NOUN
american_scientific_journal-6612	62	2	agencies	agency	NOUN
american_scientific_journal-6612	62	3	must	must	AUX
american_scientific_journal-6612	62	4	show	show	VERB
american_scientific_journal-6612	62	5	that	that	SCONJ
american_scientific_journal-6612	62	6	agreements	agreement	NOUN
american_scientific_journal-6612	62	7	reflect	reflect	VERB
american_scientific_journal-6612	62	8	the	the	DET
american_scientific_journal-6612	62	9	pursuit	pursuit	NOUN
american_scientific_journal-6612	62	10	of	of	ADP
american_scientific_journal-6612	62	11	the	the	DET
american_scientific_journal-6612	62	12	highest	high	ADJ
american_scientific_journal-6612	62	13	offer	offer	NOUN
american_scientific_journal-6612	62	14	where	where	SCONJ
american_scientific_journal-6612	62	15	competition	competition	NOUN
american_scientific_journal-6612	62	16	is	be	AUX
american_scientific_journal-6612	62	17	not	not	PART
american_scientific_journal-6612	62	18	feasible	feasible	ADJ
american_scientific_journal-6612	62	19	under	under	ADP
american_scientific_journal-6612	62	20	the	the	DET
american_scientific_journal-6612	62	21	circumstances	circumstance	NOUN
american_scientific_journal-6612	62	22	.	.	PUNCT
american_scientific_journal-6612	63	1	this	this	PRON
american_scientific_journal-6612	63	2	,	,	PUNCT
american_scientific_journal-6612	63	3	therefore	therefore	ADV
american_scientific_journal-6612	63	4	,	,	PUNCT
american_scientific_journal-6612	63	5	underscores	underscore	VERB
american_scientific_journal-6612	63	6	the	the	DET
american_scientific_journal-6612	63	7	first	first	ADJ
american_scientific_journal-6612	63	8	research	research	NOUN
american_scientific_journal-6612	63	9	hypothesis	hypothesis	NOUN
american_scientific_journal-6612	63	10	that	that	SCONJ
american_scientific_journal-6612	63	11	;	;	PUNCT
american_scientific_journal-6612	63	12	h2	h2	NOUN
american_scientific_journal-6612	63	13	:	:	PUNCT
american_scientific_journal-6612	63	14	“	"	PUNCT
american_scientific_journal-6612	63	15	competitive	competitive	ADJ
american_scientific_journal-6612	63	16	procurement	procurement	NOUN
american_scientific_journal-6612	63	17	has	have	VERB
american_scientific_journal-6612	63	18	a	a	DET
american_scientific_journal-6612	63	19	positive	positive	ADJ
american_scientific_journal-6612	63	20	effect	effect	NOUN
american_scientific_journal-6612	63	21	on	on	ADP
american_scientific_journal-6612	63	22	money	money	NOUN
american_scientific_journal-6612	63	23	”	"	PUNCT
american_scientific_journal-6612	63	24	1.3	1.3	NUM
american_scientific_journal-6612	63	25	conceptual	conceptual	ADJ
american_scientific_journal-6612	63	26	model	model	NOUN
american_scientific_journal-6612	63	27	the	the	DET
american_scientific_journal-6612	63	28	conceptual	conceptual	ADJ
american_scientific_journal-6612	63	29	framework	framework	NOUN
american_scientific_journal-6612	63	30	used	use	VERB
american_scientific_journal-6612	63	31	in	in	ADP
american_scientific_journal-6612	63	32	this	this	DET
american_scientific_journal-6612	63	33	study	study	NOUN
american_scientific_journal-6612	63	34	is	be	AUX
american_scientific_journal-6612	63	35	a	a	DET
american_scientific_journal-6612	63	36	synthesis	synthesis	NOUN
american_scientific_journal-6612	63	37	of	of	ADP
american_scientific_journal-6612	63	38	the	the	DET
american_scientific_journal-6612	63	39	literature	literature	NOUN
american_scientific_journal-6612	63	40	on	on	ADP
american_scientific_journal-6612	63	41	how	how	SCONJ
american_scientific_journal-6612	63	42	to	to	PART
american_scientific_journal-6612	63	43	describe	describe	VERB
american_scientific_journal-6612	63	44	a	a	DET
american_scientific_journal-6612	63	45	phenomenon	phenomenon	NOUN
american_scientific_journal-6612	63	46	.	.	PUNCT
american_scientific_journal-6612	64	1	it	it	PRON
american_scientific_journal-6612	64	2	describes	describe	VERB
american_scientific_journal-6612	64	3	the	the	DET
american_scientific_journal-6612	64	4	tasks	task	NOUN
american_scientific_journal-6612	64	5	needed	need	VERB
american_scientific_journal-6612	64	6	in	in	ADP
american_scientific_journal-6612	64	7	the	the	DET
american_scientific_journal-6612	64	8	course	course	NOUN
american_scientific_journal-6612	64	9	of	of	ADP
american_scientific_journal-6612	64	10	the	the	DET
american_scientific_journal-6612	64	11	report	report	NOUN
american_scientific_journal-6612	64	12	,	,	PUNCT
american_scientific_journal-6612	64	13	based	base	VERB
american_scientific_journal-6612	64	14	on	on	ADP
american_scientific_journal-6612	64	15	prior	prior	ADJ
american_scientific_journal-6612	64	16	experience	experience	NOUN
american_scientific_journal-6612	64	17	of	of	ADP
american_scientific_journal-6612	64	18	the	the	DET
american_scientific_journal-6612	64	19	point	point	NOUN
american_scientific_journal-6612	64	20	of	of	ADP
american_scientific_journal-6612	64	21	view	view	NOUN
american_scientific_journal-6612	64	22	of	of	ADP
american_scientific_journal-6612	64	23	other	other	ADJ
american_scientific_journal-6612	64	24	researchers	researcher	NOUN
american_scientific_journal-6612	64	25	and	and	CCONJ
american_scientific_journal-6612	64	26	insights	insight	NOUN
american_scientific_journal-6612	64	27	on	on	ADP
american_scientific_journal-6612	64	28	the	the	DET
american_scientific_journal-6612	64	29	topic	topic	NOUN
american_scientific_journal-6612	64	30	of	of	ADP
american_scientific_journal-6612	64	31	the	the	DET
american_scientific_journal-6612	64	32	research	research	NOUN
american_scientific_journal-6612	64	33	[	[	X
american_scientific_journal-6612	64	34	17	17	NUM
american_scientific_journal-6612	64	35	]	]	PUNCT
american_scientific_journal-6612	64	36	.	.	PUNCT
american_scientific_journal-6612	65	1	in	in	ADP
american_scientific_journal-6612	65	2	carrying	carry	VERB
american_scientific_journal-6612	65	3	out	out	ADP
american_scientific_journal-6612	65	4	the	the	DET
american_scientific_journal-6612	65	5	study	study	NOUN
american_scientific_journal-6612	65	6	,	,	PUNCT
american_scientific_journal-6612	65	7	a	a	DET
american_scientific_journal-6612	65	8	conceptual	conceptual	ADJ
american_scientific_journal-6612	65	9	framework	framework	NOUN
american_scientific_journal-6612	65	10	is	be	AUX
american_scientific_journal-6612	65	11	developed	develop	VERB
american_scientific_journal-6612	65	12	to	to	PART
american_scientific_journal-6612	65	13	demonstrate	demonstrate	VERB
american_scientific_journal-6612	65	14	the	the	DET
american_scientific_journal-6612	65	15	interaction	interaction	NOUN
american_scientific_journal-6612	65	16	between	between	ADP
american_scientific_journal-6612	65	17	independent	independent	ADJ
american_scientific_journal-6612	65	18	and	and	CCONJ
american_scientific_journal-6612	65	19	dependent	dependent	ADJ
american_scientific_journal-6612	65	20	variables	variable	NOUN
american_scientific_journal-6612	65	21	.	.	PUNCT
american_scientific_journal-6612	66	1	in	in	ADP
american_scientific_journal-6612	66	2	this	this	DET
american_scientific_journal-6612	66	3	analysis	analysis	NOUN
american_scientific_journal-6612	66	4	,	,	PUNCT
american_scientific_journal-6612	66	5	value	value	NOUN
american_scientific_journal-6612	66	6	for	for	ADP
american_scientific_journal-6612	66	7	money	money	NOUN
american_scientific_journal-6612	66	8	is	be	AUX
american_scientific_journal-6612	66	9	a	a	DET
american_scientific_journal-6612	66	10	dependent	dependent	ADJ
american_scientific_journal-6612	66	11	variable	variable	NOUN
american_scientific_journal-6612	66	12	and	and	CCONJ
american_scientific_journal-6612	66	13	a	a	DET
american_scientific_journal-6612	66	14	contract	contract	NOUN
american_scientific_journal-6612	66	15	package	package	NOUN
american_scientific_journal-6612	66	16	is	be	AUX
american_scientific_journal-6612	66	17	an	an	DET
american_scientific_journal-6612	66	18	independent	independent	ADJ
american_scientific_journal-6612	66	19	variable	variable	NOUN
american_scientific_journal-6612	66	20	.	.	PUNCT
american_scientific_journal-6612	67	1	also	also	ADV
american_scientific_journal-6612	67	2	,	,	PUNCT
american_scientific_journal-6612	67	3	the	the	DET
american_scientific_journal-6612	67	4	model	model	NOUN
american_scientific_journal-6612	67	5	reveals	reveal	VERB
american_scientific_journal-6612	67	6	the	the	DET
american_scientific_journal-6612	67	7	relationship	relationship	NOUN
american_scientific_journal-6612	67	8	between	between	ADP
american_scientific_journal-6612	67	9	the	the	DET
american_scientific_journal-6612	67	10	mediating	mediate	VERB
american_scientific_journal-6612	67	11	positions	position	NOUN
american_scientific_journal-6612	67	12	of	of	ADP
american_scientific_journal-6612	67	13	competitive	competitive	ADJ
american_scientific_journal-6612	67	14	procurement	procurement	NOUN
american_scientific_journal-6612	67	15	.	.	PUNCT
american_scientific_journal-6612	68	1	independent	independent	ADJ
american_scientific_journal-6612	68	2	variable	variable	ADJ
american_scientific_journal-6612	68	3	dependent	dependent	ADJ
american_scientific_journal-6612	68	4	variable	variable	NOUN
american_scientific_journal-6612	68	5	mediating	mediate	VERB
american_scientific_journal-6612	68	6	variable	variable	ADJ
american_scientific_journal-6612	68	7	figure	figure	NOUN
american_scientific_journal-6612	68	8	1	1	NUM
american_scientific_journal-6612	68	9	source	source	NOUN
american_scientific_journal-6612	68	10	:	:	PUNCT
american_scientific_journal-6612	68	11	authors	author	NOUN
american_scientific_journal-6612	68	12	model	model	NOUN
american_scientific_journal-6612	68	13	,	,	PUNCT
american_scientific_journal-6612	68	14	2020	2020	NUM
american_scientific_journal-6612	68	15	contract	contract	NOUN
american_scientific_journal-6612	68	16	package	package	NOUN
american_scientific_journal-6612	68	17	value	value	NOUN
american_scientific_journal-6612	68	18	for	for	ADP
american_scientific_journal-6612	68	19	money	money	NOUN
american_scientific_journal-6612	68	20	competitive	competitive	ADJ
american_scientific_journal-6612	68	21	procurement	procurement	NOUN
american_scientific_journal-6612	68	22	american	american	PROPN
american_scientific_journal-6612	68	23	scientific	scientific	ADJ
american_scientific_journal-6612	68	24	research	research	PROPN
american_scientific_journal-6612	68	25	journal	journal	NOUN
american_scientific_journal-6612	68	26	for	for	ADP
american_scientific_journal-6612	68	27	engineering	engineering	NOUN
american_scientific_journal-6612	68	28	,	,	PUNCT
american_scientific_journal-6612	68	29	technology	technology	NOUN
american_scientific_journal-6612	68	30	,	,	PUNCT
american_scientific_journal-6612	68	31	and	and	CCONJ
american_scientific_journal-6612	68	32	sciences	science	NOUN
american_scientific_journal-6612	68	33	(	(	PUNCT
american_scientific_journal-6612	68	34	asrjets	asrjet	NOUN
american_scientific_journal-6612	68	35	)	)	PUNCT
american_scientific_journal-6612	68	36	(	(	PUNCT
american_scientific_journal-6612	68	37	2021	2021	NUM
american_scientific_journal-6612	68	38	)	)	PUNCT
american_scientific_journal-6612	68	39	volume	volume	NOUN
american_scientific_journal-6612	68	40	77	77	NUM
american_scientific_journal-6612	68	41	,	,	PUNCT
american_scientific_journal-6612	68	42	no	no	DET
american_scientific_journal-6612	68	43	1	1	NUM
american_scientific_journal-6612	68	44	,	,	PUNCT
american_scientific_journal-6612	68	45	pp	pp	ADV
american_scientific_journal-6612	68	46	176	176	NUM
american_scientific_journal-6612	68	47	-	-	SYM
american_scientific_journal-6612	68	48	187	187	NUM
american_scientific_journal-6612	68	49	180	180	NUM
american_scientific_journal-6612	68	50	2	2	NUM
american_scientific_journal-6612	68	51	.	.	PUNCT
american_scientific_journal-6612	68	52	methodology	methodology	NOUN
american_scientific_journal-6612	68	53	two	two	NUM
american_scientific_journal-6612	68	54	-	-	PUNCT
american_scientific_journal-6612	68	55	stage	stage	NOUN
american_scientific_journal-6612	68	56	sampling	sampling	NOUN
american_scientific_journal-6612	68	57	procedures	procedure	NOUN
american_scientific_journal-6612	68	58	were	be	AUX
american_scientific_journal-6612	68	59	used	use	VERB
american_scientific_journal-6612	68	60	.	.	PUNCT
american_scientific_journal-6612	69	1	at	at	ADP
american_scientific_journal-6612	69	2	the	the	DET
american_scientific_journal-6612	69	3	first	first	ADJ
american_scientific_journal-6612	69	4	phase	phase	NOUN
american_scientific_journal-6612	69	5	of	of	ADP
american_scientific_journal-6612	69	6	the	the	DET
american_scientific_journal-6612	69	7	survey	survey	NOUN
american_scientific_journal-6612	69	8	,	,	PUNCT
american_scientific_journal-6612	69	9	53	53	NUM
american_scientific_journal-6612	69	10	pre	pre	ADJ
american_scientific_journal-6612	69	11	-	-	ADJ
american_scientific_journal-6612	69	12	university	university	ADJ
american_scientific_journal-6612	69	13	educational	educational	ADJ
american_scientific_journal-6612	69	14	institutions	institution	NOUN
american_scientific_journal-6612	69	15	were	be	AUX
american_scientific_journal-6612	69	16	sampled	sample	VERB
american_scientific_journal-6612	69	17	purposively	purposively	ADV
american_scientific_journal-6612	69	18	out	out	ADP
american_scientific_journal-6612	69	19	of	of	ADP
american_scientific_journal-6612	69	20	the	the	DET
american_scientific_journal-6612	69	21	53	53	NUM
american_scientific_journal-6612	69	22	pre	pre	ADJ
american_scientific_journal-6612	69	23	-	-	ADJ
american_scientific_journal-6612	69	24	university	university	ADJ
american_scientific_journal-6612	69	25	educational	educational	ADJ
american_scientific_journal-6612	69	26	institutions	institution	NOUN
american_scientific_journal-6612	69	27	.	.	PUNCT
american_scientific_journal-6612	70	1	the	the	DET
american_scientific_journal-6612	70	2	level	level	NOUN
american_scientific_journal-6612	70	3	of	of	ADP
american_scientific_journal-6612	70	4	procurement	procurement	NOUN
american_scientific_journal-6612	70	5	work	work	NOUN
american_scientific_journal-6612	70	6	carried	carry	VERB
american_scientific_journal-6612	70	7	out	out	ADP
american_scientific_journal-6612	70	8	by	by	ADP
american_scientific_journal-6612	70	9	this	this	DET
american_scientific_journal-6612	70	10	district	district	NOUN
american_scientific_journal-6612	70	11	and	and	CCONJ
american_scientific_journal-6612	70	12	the	the	DET
american_scientific_journal-6612	70	13	activity	activity	NOUN
american_scientific_journal-6612	70	14	of	of	ADP
american_scientific_journal-6612	70	15	its	its	PRON
american_scientific_journal-6612	70	16	procurement	procurement	NOUN
american_scientific_journal-6612	70	17	committee	committee	NOUN
american_scientific_journal-6612	70	18	members	member	NOUN
american_scientific_journal-6612	70	19	influenced	influence	VERB
american_scientific_journal-6612	70	20	the	the	DET
american_scientific_journal-6612	70	21	selection	selection	NOUN
american_scientific_journal-6612	70	22	.	.	PUNCT
american_scientific_journal-6612	71	1	the	the	DET
american_scientific_journal-6612	71	2	second	second	ADJ
american_scientific_journal-6612	71	3	phase	phase	NOUN
american_scientific_journal-6612	71	4	was	be	AUX
american_scientific_journal-6612	71	5	a	a	DET
american_scientific_journal-6612	71	6	simple	simple	ADJ
american_scientific_journal-6612	71	7	random	random	ADJ
american_scientific_journal-6612	71	8	sampling	sampling	NOUN
american_scientific_journal-6612	71	9	procedure	procedure	NOUN
american_scientific_journal-6612	71	10	of	of	ADP
american_scientific_journal-6612	71	11	the	the	DET
american_scientific_journal-6612	71	12	members	member	NOUN
american_scientific_journal-6612	71	13	of	of	ADP
american_scientific_journal-6612	71	14	the	the	DET
american_scientific_journal-6612	71	15	procurement	procurement	NOUN
american_scientific_journal-6612	71	16	committee	committee	NOUN
american_scientific_journal-6612	71	17	.	.	PUNCT
american_scientific_journal-6612	72	1	in	in	ADP
american_scientific_journal-6612	72	2	all	all	PRON
american_scientific_journal-6612	72	3	,	,	PUNCT
american_scientific_journal-6612	72	4	five	five	NUM
american_scientific_journal-6612	72	5	(	(	PUNCT
american_scientific_journal-6612	72	6	5	5	NUM
american_scientific_journal-6612	72	7	)	)	PUNCT
american_scientific_journal-6612	72	8	respondents	respondent	NOUN
american_scientific_journal-6612	72	9	were	be	AUX
american_scientific_journal-6612	72	10	sampled	sample	VERB
american_scientific_journal-6612	72	11	from	from	ADP
american_scientific_journal-6612	72	12	each	each	PRON
american_scientific_journal-6612	72	13	of	of	ADP
american_scientific_journal-6612	72	14	the	the	DET
american_scientific_journal-6612	72	15	pre	pre	ADJ
american_scientific_journal-6612	72	16	-	-	ADJ
american_scientific_journal-6612	72	17	university	university	ADJ
american_scientific_journal-6612	72	18	educational	educational	ADJ
american_scientific_journal-6612	72	19	institutions	institution	NOUN
american_scientific_journal-6612	72	20	totalling	total	VERB
american_scientific_journal-6612	72	21	one	one	NUM
american_scientific_journal-6612	72	22	hundred	hundred	NUM
american_scientific_journal-6612	72	23	and	and	CCONJ
american_scientific_journal-6612	72	24	five	five	NUM
american_scientific_journal-6612	72	25	(	(	PUNCT
american_scientific_journal-6612	72	26	105	105	NUM
american_scientific_journal-6612	72	27	)	)	PUNCT
american_scientific_journal-6612	72	28	sampled	sample	VERB
american_scientific_journal-6612	72	29	respondents	respondent	NOUN
american_scientific_journal-6612	72	30	.	.	PUNCT
american_scientific_journal-6612	73	1	the	the	DET
american_scientific_journal-6612	73	2	questionnaire	questionnaire	NOUN
american_scientific_journal-6612	73	3	and	and	CCONJ
american_scientific_journal-6612	73	4	the	the	DET
american_scientific_journal-6612	73	5	focus	focus	NOUN
american_scientific_journal-6612	73	6	group	group	NOUN
american_scientific_journal-6612	73	7	discussion	discussion	NOUN
american_scientific_journal-6612	73	8	were	be	AUX
american_scientific_journal-6612	73	9	used	use	VERB
american_scientific_journal-6612	73	10	to	to	PART
american_scientific_journal-6612	73	11	collect	collect	VERB
american_scientific_journal-6612	73	12	the	the	DET
american_scientific_journal-6612	73	13	data	datum	NOUN
american_scientific_journal-6612	73	14	.	.	PUNCT
american_scientific_journal-6612	74	1	approximately	approximately	ADV
american_scientific_journal-6612	74	2	68.6	68.6	NUM
american_scientific_journal-6612	74	3	percent	percent	NOUN
american_scientific_journal-6612	74	4	answer	answer	NOUN
american_scientific_journal-6612	74	5	rate	rate	NOUN
american_scientific_journal-6612	74	6	was	be	AUX
american_scientific_journal-6612	74	7	returned	return	VERB
american_scientific_journal-6612	74	8	to	to	ADP
american_scientific_journal-6612	74	9	one	one	NUM
american_scientific_journal-6612	74	10	hundred	hundred	NUM
american_scientific_journal-6612	74	11	and	and	CCONJ
american_scientific_journal-6612	74	12	five	five	NUM
american_scientific_journal-6612	74	13	(	(	PUNCT
american_scientific_journal-6612	74	14	105	105	NUM
american_scientific_journal-6612	74	15	)	)	PUNCT
american_scientific_journal-6612	74	16	questionnaires	questionnaire	NOUN
american_scientific_journal-6612	74	17	.	.	PUNCT
american_scientific_journal-6612	75	1	the	the	DET
american_scientific_journal-6612	75	2	study	study	NOUN
american_scientific_journal-6612	75	3	was	be	AUX
american_scientific_journal-6612	75	4	purely	purely	ADV
american_scientific_journal-6612	75	5	quantitative	quantitative	ADJ
american_scientific_journal-6612	75	6	.	.	PUNCT
american_scientific_journal-6612	76	1	confirmatory	confirmatory	ADJ
american_scientific_journal-6612	76	2	factor	factor	NOUN
american_scientific_journal-6612	76	3	analysis	analysis	NOUN
american_scientific_journal-6612	76	4	(	(	PUNCT
american_scientific_journal-6612	76	5	cfa	cfa	NOUN
american_scientific_journal-6612	76	6	)	)	PUNCT
american_scientific_journal-6612	76	7	was	be	AUX
american_scientific_journal-6612	76	8	done	do	VERB
american_scientific_journal-6612	76	9	to	to	PART
american_scientific_journal-6612	76	10	confirm	confirm	VERB
american_scientific_journal-6612	76	11	appropriate	appropriate	ADJ
american_scientific_journal-6612	76	12	variables	variable	NOUN
american_scientific_journal-6612	76	13	and	and	CCONJ
american_scientific_journal-6612	76	14	structural	structural	ADJ
american_scientific_journal-6612	76	15	equation	equation	NOUN
american_scientific_journal-6612	76	16	model	model	NOUN
american_scientific_journal-6612	76	17	(	(	PUNCT
american_scientific_journal-6612	76	18	sem	sem	NOUN
american_scientific_journal-6612	76	19	)	)	PUNCT
american_scientific_journal-6612	76	20	was	be	AUX
american_scientific_journal-6612	76	21	also	also	ADV
american_scientific_journal-6612	76	22	used	use	VERB
american_scientific_journal-6612	76	23	to	to	PART
american_scientific_journal-6612	76	24	draw	draw	VERB
american_scientific_journal-6612	76	25	the	the	DET
american_scientific_journal-6612	76	26	effect	effect	NOUN
american_scientific_journal-6612	76	27	.	.	PUNCT
american_scientific_journal-6612	77	1	3	3	X
american_scientific_journal-6612	77	2	.	.	X
american_scientific_journal-6612	77	3	final	final	ADJ
american_scientific_journal-6612	77	4	results	result	NOUN
american_scientific_journal-6612	77	5	and	and	CCONJ
american_scientific_journal-6612	77	6	considerations	consideration	NOUN
american_scientific_journal-6612	77	7	3.1	3.1	NUM
american_scientific_journal-6612	77	8	reliability	reliability	NOUN
american_scientific_journal-6612	77	9	and	and	CCONJ
american_scientific_journal-6612	77	10	validity	validity	NOUN
american_scientific_journal-6612	77	11	the	the	DET
american_scientific_journal-6612	77	12	study	study	NOUN
american_scientific_journal-6612	77	13	used	use	VERB
american_scientific_journal-6612	77	14	version	version	NOUN
american_scientific_journal-6612	77	15	13	13	NUM
american_scientific_journal-6612	77	16	of	of	ADP
american_scientific_journal-6612	77	17	the	the	DET
american_scientific_journal-6612	77	18	stata	stata	NOUN
american_scientific_journal-6612	77	19	to	to	PART
american_scientific_journal-6612	77	20	evaluate	evaluate	VERB
american_scientific_journal-6612	77	21	all	all	DET
american_scientific_journal-6612	77	22	the	the	DET
american_scientific_journal-6612	77	23	scales	scale	NOUN
american_scientific_journal-6612	77	24	of	of	ADP
american_scientific_journal-6612	77	25	the	the	DET
american_scientific_journal-6612	77	26	cfa	cfa	NOUN
american_scientific_journal-6612	77	27	in	in	ADP
american_scientific_journal-6612	77	28	order	order	NOUN
american_scientific_journal-6612	77	29	to	to	PART
american_scientific_journal-6612	77	30	determine	determine	VERB
american_scientific_journal-6612	77	31	the	the	DET
american_scientific_journal-6612	77	32	efficiency	efficiency	NOUN
american_scientific_journal-6612	77	33	and	and	CCONJ
american_scientific_journal-6612	77	34	validity	validity	NOUN
american_scientific_journal-6612	77	35	of	of	ADP
american_scientific_journal-6612	77	36	the	the	DET
american_scientific_journal-6612	77	37	measurements	measurement	NOUN
american_scientific_journal-6612	77	38	.	.	PUNCT
american_scientific_journal-6612	78	1	the	the	DET
american_scientific_journal-6612	78	2	cfa	cfa	PROPN
american_scientific_journal-6612	78	3	was	be	AUX
american_scientific_journal-6612	78	4	the	the	DET
american_scientific_journal-6612	78	5	software	software	NOUN
american_scientific_journal-6612	78	6	to	to	PART
american_scientific_journal-6612	78	7	classify	classify	VERB
american_scientific_journal-6612	78	8	any	any	DET
american_scientific_journal-6612	78	9	problem	problem	NOUN
american_scientific_journal-6612	78	10	indicators	indicator	NOUN
american_scientific_journal-6612	78	11	to	to	PART
american_scientific_journal-6612	78	12	be	be	AUX
american_scientific_journal-6612	78	13	evaluated	evaluate	VERB
american_scientific_journal-6612	78	14	by	by	ADP
american_scientific_journal-6612	78	15	the	the	DET
american_scientific_journal-6612	78	16	build	build	NOUN
american_scientific_journal-6612	78	17	.	.	PUNCT
american_scientific_journal-6612	79	1	many	many	ADJ
american_scientific_journal-6612	79	2	products	product	NOUN
american_scientific_journal-6612	79	3	were	be	AUX
american_scientific_journal-6612	79	4	withdrawn	withdraw	VERB
american_scientific_journal-6612	79	5	from	from	ADP
american_scientific_journal-6612	79	6	the	the	DET
american_scientific_journal-6612	79	7	models	model	NOUN
american_scientific_journal-6612	79	8	after	after	ADP
american_scientific_journal-6612	79	9	purification	purification	NOUN
american_scientific_journal-6612	79	10	because	because	SCONJ
american_scientific_journal-6612	79	11	the	the	DET
american_scientific_journal-6612	79	12	factor	factor	NOUN
american_scientific_journal-6612	79	13	was	be	AUX
american_scientific_journal-6612	79	14	incorrectly	incorrectly	ADV
american_scientific_journal-6612	79	15	loaded	load	VERB
american_scientific_journal-6612	79	16	.	.	PUNCT
american_scientific_journal-6612	80	1	as	as	SCONJ
american_scientific_journal-6612	80	2	recommended	recommend	VERB
american_scientific_journal-6612	80	3	by	by	ADP
american_scientific_journal-6612	80	4	[	[	X
american_scientific_journal-6612	80	5	17	17	NUM
american_scientific_journal-6612	80	6	]	]	PUNCT
american_scientific_journal-6612	80	7	the	the	DET
american_scientific_journal-6612	80	8	criterion	criterion	NOUN
american_scientific_journal-6612	80	9	was	be	AUX
american_scientific_journal-6612	80	10	0.4	0.4	NUM
american_scientific_journal-6612	80	11	.	.	PUNCT
american_scientific_journal-6612	81	1	composite	composite	ADJ
american_scientific_journal-6612	81	2	reliability	reliability	NOUN
american_scientific_journal-6612	81	3	was	be	AUX
american_scientific_journal-6612	81	4	the	the	DET
american_scientific_journal-6612	81	5	upper	upper	ADJ
american_scientific_journal-6612	81	6	limit	limit	NOUN
american_scientific_journal-6612	81	7	for	for	ADP
american_scientific_journal-6612	81	8	true	true	ADJ
american_scientific_journal-6612	81	9	reliability	reliability	NOUN
american_scientific_journal-6612	81	10	with	with	ADP
american_scientific_journal-6612	81	11	the	the	DET
american_scientific_journal-6612	81	12	following	follow	VERB
american_scientific_journal-6612	81	13	values	value	NOUN
american_scientific_journal-6612	81	14	:	:	PUNCT
american_scientific_journal-6612	81	15	contract	contract	NOUN
american_scientific_journal-6612	81	16	package	package	NOUN
american_scientific_journal-6612	81	17	(	(	PUNCT
american_scientific_journal-6612	81	18	0.829	0.829	NUM
american_scientific_journal-6612	81	19	)	)	PUNCT
american_scientific_journal-6612	81	20	,	,	PUNCT
american_scientific_journal-6612	81	21	competitive	competitive	ADJ
american_scientific_journal-6612	81	22	procurement	procurement	NOUN
american_scientific_journal-6612	81	23	(	(	PUNCT
american_scientific_journal-6612	81	24	0.791	0.791	NUM
american_scientific_journal-6612	81	25	)	)	PUNCT
american_scientific_journal-6612	81	26	and	and	CCONJ
american_scientific_journal-6612	81	27	value	value	NOUN
american_scientific_journal-6612	81	28	for	for	ADP
american_scientific_journal-6612	81	29	money	money	NOUN
american_scientific_journal-6612	81	30	(	(	PUNCT
american_scientific_journal-6612	81	31	0.811	0.811	NUM
american_scientific_journal-6612	81	32	)	)	PUNCT
american_scientific_journal-6612	81	33	as	as	SCONJ
american_scientific_journal-6612	81	34	seen	see	VERB
american_scientific_journal-6612	81	35	in	in	ADP
american_scientific_journal-6612	81	36	table	table	NOUN
american_scientific_journal-6612	81	37	4.1	4.1	NUM
american_scientific_journal-6612	81	38	.	.	PUNCT
american_scientific_journal-6612	82	1	the	the	DET
american_scientific_journal-6612	82	2	results	result	NOUN
american_scientific_journal-6612	82	3	found	find	VERB
american_scientific_journal-6612	82	4	that	that	SCONJ
american_scientific_journal-6612	82	5	all	all	DET
american_scientific_journal-6612	82	6	variables	variable	NOUN
american_scientific_journal-6612	82	7	had	have	VERB
american_scientific_journal-6612	82	8	a	a	DET
american_scientific_journal-6612	82	9	high	high	ADJ
american_scientific_journal-6612	82	10	degree	degree	NOUN
american_scientific_journal-6612	82	11	of	of	ADP
american_scientific_journal-6612	82	12	internal	internal	ADJ
american_scientific_journal-6612	82	13	precision	precision	NOUN
american_scientific_journal-6612	82	14	of	of	ADP
american_scientific_journal-6612	82	15	reliability	reliability	NOUN
american_scientific_journal-6612	82	16	above	above	ADP
american_scientific_journal-6612	82	17	the	the	DET
american_scientific_journal-6612	82	18	level	level	NOUN
american_scientific_journal-6612	82	19	of	of	ADP
american_scientific_journal-6612	82	20	0.70	0.70	NUM
american_scientific_journal-6612	82	21	[	[	X
american_scientific_journal-6612	82	22	18	18	NUM
american_scientific_journal-6612	82	23	]	]	PUNCT
american_scientific_journal-6612	82	24	and	and	CCONJ
american_scientific_journal-6612	82	25	thus	thus	ADV
american_scientific_journal-6612	82	26	confirmed	confirm	VERB
american_scientific_journal-6612	82	27	the	the	DET
american_scientific_journal-6612	82	28	reliability	reliability	NOUN
american_scientific_journal-6612	82	29	of	of	ADP
american_scientific_journal-6612	82	30	the	the	DET
american_scientific_journal-6612	82	31	variables	variable	NOUN
american_scientific_journal-6612	82	32	.	.	PUNCT
american_scientific_journal-6612	83	1	the	the	DET
american_scientific_journal-6612	83	2	loading	loading	NOUN
american_scientific_journal-6612	83	3	factor	factor	NOUN
american_scientific_journal-6612	83	4	tested	test	VERB
american_scientific_journal-6612	83	5	the	the	DET
american_scientific_journal-6612	83	6	validity	validity	NOUN
american_scientific_journal-6612	83	7	of	of	ADP
american_scientific_journal-6612	83	8	the	the	DET
american_scientific_journal-6612	83	9	designs	design	NOUN
american_scientific_journal-6612	83	10	of	of	ADP
american_scientific_journal-6612	83	11	the	the	DET
american_scientific_journal-6612	83	12	sample	sample	NOUN
american_scientific_journal-6612	83	13	(	(	PUNCT
american_scientific_journal-6612	83	14	[	[	X
american_scientific_journal-6612	83	15	19	19	NUM
american_scientific_journal-6612	83	16	]	]	PUNCT
american_scientific_journal-6612	83	17	.	.	PUNCT
american_scientific_journal-6612	84	1	as	as	SCONJ
american_scientific_journal-6612	84	2	seen	see	VERB
american_scientific_journal-6612	84	3	in	in	ADP
american_scientific_journal-6612	84	4	table	table	NOUN
american_scientific_journal-6612	84	5	4.1	4.1	NUM
american_scientific_journal-6612	84	6	,	,	PUNCT
american_scientific_journal-6612	84	7	all	all	DET
american_scientific_journal-6612	84	8	things	thing	NOUN
american_scientific_journal-6612	84	9	intended	intend	VERB
american_scientific_journal-6612	84	10	to	to	PART
american_scientific_journal-6612	84	11	calculate	calculate	VERB
american_scientific_journal-6612	84	12	a	a	DET
american_scientific_journal-6612	84	13	given	give	VERB
american_scientific_journal-6612	84	14	construction	construction	NOUN
american_scientific_journal-6612	84	15	,	,	PUNCT
american_scientific_journal-6612	84	16	which	which	PRON
american_scientific_journal-6612	84	17	was	be	AUX
american_scientific_journal-6612	84	18	heavily	heavily	ADV
american_scientific_journal-6612	84	19	loaded	load	VERB
american_scientific_journal-6612	84	20	on	on	ADP
american_scientific_journal-6612	84	21	the	the	DET
american_scientific_journal-6612	84	22	construction	construction	NOUN
american_scientific_journal-6612	84	23	,	,	PUNCT
american_scientific_journal-6612	84	24	were	be	AUX
american_scientific_journal-6612	84	25	assembled	assemble	VERB
american_scientific_journal-6612	84	26	to	to	PART
american_scientific_journal-6612	84	27	be	be	AUX
american_scientific_journal-6612	84	28	weighed	weigh	VERB
american_scientific_journal-6612	84	29	,	,	PUNCT
american_scientific_journal-6612	84	30	thereby	thereby	ADV
american_scientific_journal-6612	84	31	confirming	confirm	VERB
american_scientific_journal-6612	84	32	the	the	DET
american_scientific_journal-6612	84	33	authenticity	authenticity	NOUN
american_scientific_journal-6612	84	34	of	of	ADP
american_scientific_journal-6612	84	35	the	the	DET
american_scientific_journal-6612	84	36	pieces	piece	NOUN
american_scientific_journal-6612	84	37	.	.	PUNCT
american_scientific_journal-6612	85	1	final	final	ADJ
american_scientific_journal-6612	85	2	markers	marker	NOUN
american_scientific_journal-6612	85	3	have	have	AUX
american_scientific_journal-6612	85	4	been	be	AUX
american_scientific_journal-6612	85	5	seen	see	VERB
american_scientific_journal-6612	85	6	in	in	ADP
american_scientific_journal-6612	85	7	the	the	DET
american_scientific_journal-6612	85	8	list	list	NOUN
american_scientific_journal-6612	85	9	of	of	ADP
american_scientific_journal-6612	85	10	items	item	NOUN
american_scientific_journal-6612	85	11	,	,	PUNCT
american_scientific_journal-6612	85	12	the	the	DET
american_scientific_journal-6612	85	13	respective	respective	ADJ
american_scientific_journal-6612	85	14	standardization	standardization	NOUN
american_scientific_journal-6612	85	15	of	of	ADP
american_scientific_journal-6612	85	16	factor	factor	NOUN
american_scientific_journal-6612	85	17	loadings	loading	NOUN
american_scientific_journal-6612	85	18	and	and	CCONJ
american_scientific_journal-6612	85	19	t	t	NOUN
american_scientific_journal-6612	85	20	-	-	PUNCT
american_scientific_journal-6612	85	21	values	value	NOUN
american_scientific_journal-6612	85	22	,	,	PUNCT
american_scientific_journal-6612	85	23	as	as	ADV
american_scientific_journal-6612	85	24	well	well	ADV
american_scientific_journal-6612	85	25	as	as	ADP
american_scientific_journal-6612	85	26	the	the	DET
american_scientific_journal-6612	85	27	results	result	NOUN
american_scientific_journal-6612	85	28	of	of	ADP
american_scientific_journal-6612	85	29	validity	validity	NOUN
american_scientific_journal-6612	85	30	tests	test	NOUN
american_scientific_journal-6612	85	31	,	,	PUNCT
american_scientific_journal-6612	85	32	indicating	indicate	VERB
american_scientific_journal-6612	85	33	positive	positive	ADJ
american_scientific_journal-6612	85	34	and	and	CCONJ
american_scientific_journal-6612	85	35	relevant	relevant	ADJ
american_scientific_journal-6612	85	36	loadings	loading	NOUN
american_scientific_journal-6612	85	37	for	for	ADP
american_scientific_journal-6612	85	38	the	the	DET
american_scientific_journal-6612	85	39	convergence	convergence	NOUN
american_scientific_journal-6612	85	40	of	of	ADP
american_scientific_journal-6612	85	41	the	the	DET
american_scientific_journal-6612	85	42	measures	measure	NOUN
american_scientific_journal-6612	85	43	used	use	VERB
american_scientific_journal-6612	85	44	in	in	ADP
american_scientific_journal-6612	85	45	the	the	DET
american_scientific_journal-6612	85	46	study	study	NOUN
american_scientific_journal-6612	85	47	.	.	PUNCT
american_scientific_journal-6612	86	1	the	the	DET
american_scientific_journal-6612	86	2	result	result	NOUN
american_scientific_journal-6612	86	3	shows	show	VERB
american_scientific_journal-6612	86	4	that	that	SCONJ
american_scientific_journal-6612	86	5	validity	validity	NOUN
american_scientific_journal-6612	86	6	is	be	AUX
american_scientific_journal-6612	86	7	acceptable	acceptable	ADJ
american_scientific_journal-6612	86	8	;	;	PUNCT
american_scientific_journal-6612	86	9	thus	thus	ADV
american_scientific_journal-6612	86	10	exceeding	exceed	VERB
american_scientific_journal-6612	86	11	the	the	DET
american_scientific_journal-6612	86	12	minimum	minimum	ADJ
american_scientific_journal-6612	86	13	cut	cut	VERB
american_scientific_journal-6612	86	14	-	-	PUNCT
american_scientific_journal-6612	86	15	off	off	ADP
american_scientific_journal-6612	86	16	criterion	criterion	NOUN
american_scientific_journal-6612	86	17	[	[	X
american_scientific_journal-6612	86	18	17	17	NUM
american_scientific_journal-6612	86	19	]	]	PUNCT
american_scientific_journal-6612	86	20	the	the	DET
american_scientific_journal-6612	86	21	average	average	ADJ
american_scientific_journal-6612	86	22	variances	variance	NOUN
american_scientific_journal-6612	86	23	extracted	extract	VERB
american_scientific_journal-6612	86	24	were	be	AUX
american_scientific_journal-6612	86	25	higher	high	ADJ
american_scientific_journal-6612	86	26	relative	relative	ADJ
american_scientific_journal-6612	86	27	to	to	ADP
american_scientific_journal-6612	86	28	mutual	mutual	ADJ
american_scientific_journal-6612	86	29	variances	variance	NOUN
american_scientific_journal-6612	86	30	between	between	ADP
american_scientific_journal-6612	86	31	contracts	contract	NOUN
american_scientific_journal-6612	86	32	,	,	PUNCT
american_scientific_journal-6612	86	33	which	which	PRON
american_scientific_journal-6612	86	34	implies	imply	VERB
american_scientific_journal-6612	86	35	satisfactory	satisfactory	ADJ
american_scientific_journal-6612	86	36	discriminant	discriminant	ADJ
american_scientific_journal-6612	86	37	validity	validity	NOUN
american_scientific_journal-6612	86	38	[	[	X
american_scientific_journal-6612	86	39	20	20	NUM
american_scientific_journal-6612	86	40	]	]	PUNCT
american_scientific_journal-6612	86	41	.	.	PUNCT
american_scientific_journal-6612	87	1	american	american	PROPN
american_scientific_journal-6612	87	2	scientific	scientific	ADJ
american_scientific_journal-6612	87	3	research	research	PROPN
american_scientific_journal-6612	87	4	journal	journal	NOUN
american_scientific_journal-6612	87	5	for	for	ADP
american_scientific_journal-6612	87	6	engineering	engineering	NOUN
american_scientific_journal-6612	87	7	,	,	PUNCT
american_scientific_journal-6612	87	8	technology	technology	NOUN
american_scientific_journal-6612	87	9	,	,	PUNCT
american_scientific_journal-6612	87	10	and	and	CCONJ
american_scientific_journal-6612	87	11	sciences	science	NOUN
american_scientific_journal-6612	87	12	(	(	PUNCT
american_scientific_journal-6612	87	13	asrjets	asrjet	NOUN
american_scientific_journal-6612	87	14	)	)	PUNCT
american_scientific_journal-6612	87	15	(	(	PUNCT
american_scientific_journal-6612	87	16	2021	2021	NUM
american_scientific_journal-6612	87	17	)	)	PUNCT
american_scientific_journal-6612	87	18	volume	volume	NOUN
american_scientific_journal-6612	87	19	77	77	NUM
american_scientific_journal-6612	87	20	,	,	PUNCT
american_scientific_journal-6612	87	21	no	no	DET
american_scientific_journal-6612	87	22	1	1	NUM
american_scientific_journal-6612	87	23	,	,	PUNCT
american_scientific_journal-6612	87	24	pp	pp	ADV
american_scientific_journal-6612	87	25	176	176	NUM
american_scientific_journal-6612	87	26	-	-	SYM
american_scientific_journal-6612	87	27	187	187	NUM
american_scientific_journal-6612	87	28	181	181	NUM
american_scientific_journal-6612	87	29	table	table	NOUN
american_scientific_journal-6612	87	30	4.1	4.1	NUM
american_scientific_journal-6612	87	31	:	:	PUNCT
american_scientific_journal-6612	87	32	reliability	reliability	NOUN
american_scientific_journal-6612	87	33	and	and	CCONJ
american_scientific_journal-6612	87	34	validity	validity	NOUN
american_scientific_journal-6612	87	35	result	result	NOUN
american_scientific_journal-6612	87	36	variables	variable	NOUN
american_scientific_journal-6612	87	37	factor	factor	NOUN
american_scientific_journal-6612	87	38	loading	loading	NOUN
american_scientific_journal-6612	87	39	t	t	PROPN
american_scientific_journal-6612	87	40	values	value	NOUN
american_scientific_journal-6612	87	41	construct	construct	VERB
american_scientific_journal-6612	87	42	validity	validity	NOUN
american_scientific_journal-6612	87	43	cronbach	cronbach	PROPN
american_scientific_journal-6612	87	44	’s	’s	PART
american_scientific_journal-6612	87	45	alpha	alpha	ADJ
american_scientific_journal-6612	87	46	composite	composite	ADJ
american_scientific_journal-6612	87	47	reliability	reliability	NOUN
american_scientific_journal-6612	87	48	ave	ave	PROPN
american_scientific_journal-6612	87	49	highest	high	ADJ
american_scientific_journal-6612	87	50	vif	vif	PROPN
american_scientific_journal-6612	87	51	highest	high	ADJ
american_scientific_journal-6612	87	52	correlation	correlation	NOUN
american_scientific_journal-6612	87	53	contract	contract	NOUN
american_scientific_journal-6612	87	54	package	package	NOUN
american_scientific_journal-6612	87	55	cp1	cp1	PROPN
american_scientific_journal-6612	87	56	.3963142	.3963142	PROPN
american_scientific_journal-6612	87	57	4.66	4.66	NUM
american_scientific_journal-6612	87	58	0.790	0.790	NUM
american_scientific_journal-6612	87	59	.829	.829	NUM
american_scientific_journal-6612	87	60	.884	.884	NUM
american_scientific_journal-6612	87	61	.653	.653	NUM
american_scientific_journal-6612	88	1	1.01	1.01	NUM
american_scientific_journal-6612	88	2	.4531	.4531	PROPN
american_scientific_journal-6612	88	3	cp2	cp2	PROPN
american_scientific_journal-6612	88	4	.7044703	.7044703	PROPN
american_scientific_journal-6612	88	5	7.53	7.53	NUM
american_scientific_journal-6612	88	6	cp3	cp3	NOUN
american_scientific_journal-6612	88	7	.8497	.8497	NOUN
american_scientific_journal-6612	88	8	8.23	8.23	NUM
american_scientific_journal-6612	88	9	cp4	cp4	NOUN
american_scientific_journal-6612	88	10	.8682931	.8682931	NUM
american_scientific_journal-6612	88	11	6.66	6.66	NUM
american_scientific_journal-6612	88	12	cp5	cp5	NOUN
american_scientific_journal-6612	88	13	.8849222	.8849222	NOUN
american_scientific_journal-6612	88	14	6.97	6.97	NUM
american_scientific_journal-6612	88	15	competitive	competitive	ADJ
american_scientific_journal-6612	88	16	procurement	procurement	NOUN
american_scientific_journal-6612	88	17	cpr1	cpr1	NOUN
american_scientific_journal-6612	88	18	.5801992	.5801992	PROPN
american_scientific_journal-6612	89	1	7.51	7.51	NUM
american_scientific_journal-6612	89	2	0.663	0.663	NUM
american_scientific_journal-6612	89	3	.791	.791	NUM
american_scientific_journal-6612	89	4	.862	.862	NUM
american_scientific_journal-6612	89	5	.717	.717	NUM
american_scientific_journal-6612	89	6	1.01	1.01	NUM
american_scientific_journal-6612	89	7	.1673	.1673	PROPN
american_scientific_journal-6612	89	8	cpr2	cpr2	PROPN
american_scientific_journal-6612	89	9	.6141382	.6141382	PROPN
american_scientific_journal-6612	90	1	4.67	4.67	NUM
american_scientific_journal-6612	91	1	cpr3	cpr3	NOUN
american_scientific_journal-6612	92	1	.7822316	.7822316	PROPN
american_scientific_journal-6612	93	1	8.18	8.18	NUM
american_scientific_journal-6612	93	2	cpr4	cpr4	PROPN
american_scientific_journal-6612	93	3	.7934237	.7934237	PROPN
american_scientific_journal-6612	94	1	12.40	12.40	NUM
american_scientific_journal-6612	94	2	cpr5	cpr5	PROPN
american_scientific_journal-6612	94	3	8434672	8434672	NUM
american_scientific_journal-6612	94	4	12.97	12.97	NUM
american_scientific_journal-6612	94	5	value	value	NOUN
american_scientific_journal-6612	94	6	for	for	ADP
american_scientific_journal-6612	94	7	money	money	NOUN
american_scientific_journal-6612	94	8	vfm1	vfm1	NOUN
american_scientific_journal-6612	94	9	.3061554	.3061554	X
american_scientific_journal-6612	94	10	3.76	3.76	NUM
american_scientific_journal-6612	94	11	0.798	0.798	NUM
american_scientific_journal-6612	94	12	.811	.811	NUM
american_scientific_journal-6612	94	13	.893	.893	NUM
american_scientific_journal-6612	94	14	.792	.792	NUM
american_scientific_journal-6612	94	15	1.01	1.01	NUM
american_scientific_journal-6612	94	16	.5487	.5487	PROPN
american_scientific_journal-6612	94	17	vfm2	vfm2	PROPN
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american_scientific_journal-6612	94	19	-94.21	-94.21	PROPN
american_scientific_journal-6612	94	20	vfm3	vfm3	PROPN
american_scientific_journal-6612	94	21	-.949993	-.949993	X
american_scientific_journal-6612	94	22	-71.69	-71.69	VERB
american_scientific_journal-6612	94	23	vfm4	vfm4	PROPN
american_scientific_journal-6612	94	24	-.824227	-.824227	PUNCT
american_scientific_journal-6612	94	25	-27.91	-27.91	PROPN
american_scientific_journal-6612	94	26	vfm5	vfm5	PROPN
american_scientific_journal-6612	94	27	-.716568	-.716568	PUNCT
american_scientific_journal-6612	94	28	-9.99	-9.99	PROPN
american_scientific_journal-6612	94	29	vfm6	vfm6	PROPN
american_scientific_journal-6612	94	30	-.960729	-.960729	PUNCT
american_scientific_journal-6612	94	31	-12.56	-12.56	PUNCT
american_scientific_journal-6612	94	32	vfm7	vfm7	PROPN
american_scientific_journal-6612	94	33	-.4850207	-.4850207	PUNCT
american_scientific_journal-6612	94	34	-5.83	-5.83	ADV
american_scientific_journal-6612	94	35	vfm8	vfm8	ADJ
american_scientific_journal-6612	94	36	-.5873647	-.5873647	PUNCT
american_scientific_journal-6612	94	37	-6.354	-6.354	PROPN
american_scientific_journal-6612	94	38	vfm9	vfm9	NOUN
american_scientific_journal-6612	94	39	-.7475832	-.7475832	PUNCT
american_scientific_journal-6612	94	40	american	american	ADJ
american_scientific_journal-6612	94	41	scientific	scientific	ADJ
american_scientific_journal-6612	94	42	research	research	NOUN
american_scientific_journal-6612	94	43	journal	journal	NOUN
american_scientific_journal-6612	94	44	for	for	ADP
american_scientific_journal-6612	94	45	engineering	engineering	NOUN
american_scientific_journal-6612	94	46	,	,	PUNCT
american_scientific_journal-6612	94	47	technology	technology	NOUN
american_scientific_journal-6612	94	48	,	,	PUNCT
american_scientific_journal-6612	94	49	and	and	CCONJ
american_scientific_journal-6612	94	50	sciences	science	NOUN
american_scientific_journal-6612	94	51	(	(	PUNCT
american_scientific_journal-6612	94	52	asrjets	asrjet	NOUN
american_scientific_journal-6612	94	53	)	)	PUNCT
american_scientific_journal-6612	94	54	(	(	PUNCT
american_scientific_journal-6612	94	55	2021	2021	NUM
american_scientific_journal-6612	94	56	)	)	PUNCT
american_scientific_journal-6612	94	57	volume	volume	NOUN
american_scientific_journal-6612	94	58	77	77	NUM
american_scientific_journal-6612	94	59	,	,	PUNCT
american_scientific_journal-6612	94	60	no	no	DET
american_scientific_journal-6612	94	61	1	1	NUM
american_scientific_journal-6612	94	62	,	,	PUNCT
american_scientific_journal-6612	94	63	pp	pp	ADV
american_scientific_journal-6612	94	64	176	176	NUM
american_scientific_journal-6612	94	65	-	-	SYM
american_scientific_journal-6612	94	66	187	187	NUM
american_scientific_journal-6612	94	67	182	182	NUM
american_scientific_journal-6612	94	68	3.2	3.2	NUM
american_scientific_journal-6612	94	69	correlation	correlation	NOUN
american_scientific_journal-6612	94	70	matrix	matrix	NOUN
american_scientific_journal-6612	94	71	table	table	NOUN
american_scientific_journal-6612	94	72	4.2	4.2	NUM
american_scientific_journal-6612	94	73	:	:	PUNCT
american_scientific_journal-6612	94	74	result	result	VERB
american_scientific_journal-6612	94	75	on	on	ADP
american_scientific_journal-6612	94	76	correlation	correlation	NOUN
american_scientific_journal-6612	94	77	matrix	matrix	NOUN
american_scientific_journal-6612	94	78	contract	contract	NOUN
american_scientific_journal-6612	94	79	package	package	NOUN
american_scientific_journal-6612	94	80	competitive	competitive	ADJ
american_scientific_journal-6612	94	81	procurement	procurement	NOUN
american_scientific_journal-6612	94	82	value	value	NOUN
american_scientific_journal-6612	94	83	for	for	ADP
american_scientific_journal-6612	94	84	money	money	NOUN
american_scientific_journal-6612	94	85	vif	vif	PROPN
american_scientific_journal-6612	94	86	ave	ave	VERB
american_scientific_journal-6612	94	87	highest	high	ADJ
american_scientific_journal-6612	94	88	correlation	correlation	NOUN
american_scientific_journal-6612	94	89	contract	contract	NOUN
american_scientific_journal-6612	94	90	package	package	NOUN
american_scientific_journal-6612	94	91	1	1	NUM
american_scientific_journal-6612	94	92	1.01	1.01	NUM
american_scientific_journal-6612	94	93	.653	.653	NUM
american_scientific_journal-6612	94	94	.4531	.4531	PROPN
american_scientific_journal-6612	94	95	competitive	competitive	ADJ
american_scientific_journal-6612	94	96	procurement	procurement	NOUN
american_scientific_journal-6612	94	97	0.0516	0.0516	NUM
american_scientific_journal-6612	94	98	*	*	SYM
american_scientific_journal-6612	94	99	1	1	NUM
american_scientific_journal-6612	94	100	1.01	1.01	NUM
american_scientific_journal-6612	94	101	.717	.717	NUM
american_scientific_journal-6612	95	1	.1673	.1673	PROPN
american_scientific_journal-6612	95	2	value	value	NOUN
american_scientific_journal-6612	95	3	for	for	ADP
american_scientific_journal-6612	95	4	money	money	NOUN
american_scientific_journal-6612	95	5	0.0516	0.0516	NUM
american_scientific_journal-6612	95	6	*	*	SYM
american_scientific_journal-6612	95	7	0.0300	0.0300	NUM
american_scientific_journal-6612	95	8	*	*	PROPN
american_scientific_journal-6612	95	9	1	1	NUM
american_scientific_journal-6612	95	10	1.01	1.01	NUM
american_scientific_journal-6612	95	11	.792	.792	NUM
american_scientific_journal-6612	95	12	.5487	.5487	PROPN
american_scientific_journal-6612	95	13	source	source	NOUN
american_scientific_journal-6612	95	14	:	:	PUNCT
american_scientific_journal-6612	95	15	field	field	NOUN
american_scientific_journal-6612	95	16	survey	survey	NOUN
american_scientific_journal-6612	95	17	,	,	PUNCT
american_scientific_journal-6612	95	18	2020	2020	NUM
american_scientific_journal-6612	95	19	a	a	DET
american_scientific_journal-6612	95	20	multicollinearity	multicollinearity	NOUN
american_scientific_journal-6612	95	21	test	test	NOUN
american_scientific_journal-6612	95	22	was	be	AUX
american_scientific_journal-6612	95	23	conducted	conduct	VERB
american_scientific_journal-6612	95	24	using	use	VERB
american_scientific_journal-6612	95	25	variance	variance	NOUN
american_scientific_journal-6612	95	26	inflation	inflation	NOUN
american_scientific_journal-6612	95	27	factor	factor	NOUN
american_scientific_journal-6612	95	28	(	(	PUNCT
american_scientific_journal-6612	95	29	vif	vif	NOUN
american_scientific_journal-6612	95	30	)	)	PUNCT
american_scientific_journal-6612	95	31	and	and	CCONJ
american_scientific_journal-6612	95	32	correlation	correlation	NOUN
american_scientific_journal-6612	95	33	statistics	statistic	NOUN
american_scientific_journal-6612	95	34	to	to	PART
american_scientific_journal-6612	95	35	determine	determine	VERB
american_scientific_journal-6612	95	36	if	if	SCONJ
american_scientific_journal-6612	95	37	the	the	DET
american_scientific_journal-6612	95	38	frequency	frequency	NOUN
american_scientific_journal-6612	95	39	of	of	ADP
american_scientific_journal-6612	95	40	relationship	relationship	NOUN
american_scientific_journal-6612	95	41	between	between	ADP
american_scientific_journal-6612	95	42	the	the	DET
american_scientific_journal-6612	95	43	variables	variable	NOUN
american_scientific_journal-6612	95	44	determines	determine	VERB
american_scientific_journal-6612	95	45	further	further	ADJ
american_scientific_journal-6612	95	46	statistical	statistical	ADJ
american_scientific_journal-6612	95	47	analysis	analysis	NOUN
american_scientific_journal-6612	95	48	.	.	PUNCT
american_scientific_journal-6612	96	1	in	in	ADP
american_scientific_journal-6612	96	2	the	the	DET
american_scientific_journal-6612	96	3	case	case	NOUN
american_scientific_journal-6612	96	4	of	of	ADP
american_scientific_journal-6612	96	5	hardness	hardness	NOUN
american_scientific_journal-6612	96	6	,	,	PUNCT
american_scientific_journal-6612	96	7	it	it	PRON
american_scientific_journal-6612	96	8	is	be	AUX
american_scientific_journal-6612	96	9	suggested	suggest	VERB
american_scientific_journal-6612	96	10	that	that	SCONJ
american_scientific_journal-6612	96	11	the	the	DET
american_scientific_journal-6612	96	12	vif	vif	NOUN
american_scientific_journal-6612	96	13	be	be	VERB
american_scientific_journal-6612	96	14	below	below	ADP
american_scientific_journal-6612	96	15	10	10	NUM
american_scientific_journal-6612	96	16	,	,	PUNCT
american_scientific_journal-6612	96	17	while	while	SCONJ
american_scientific_journal-6612	96	18	the	the	DET
american_scientific_journal-6612	96	19	correlation	correlation	NOUN
american_scientific_journal-6612	96	20	figures	figure	NOUN
american_scientific_journal-6612	96	21	do	do	AUX
american_scientific_journal-6612	96	22	not	not	PART
american_scientific_journal-6612	96	23	exceed	exceed	VERB
american_scientific_journal-6612	96	24	0.7	0.7	NUM
american_scientific_journal-6612	96	25	.	.	PUNCT
american_scientific_journal-6612	97	1	[	[	X
american_scientific_journal-6612	97	2	21	21	NUM
american_scientific_journal-6612	97	3	&	&	CCONJ
american_scientific_journal-6612	97	4	22	22	NUM
american_scientific_journal-6612	97	5	]	]	PUNCT
american_scientific_journal-6612	97	6	.	.	PUNCT
american_scientific_journal-6612	98	1	as	as	SCONJ
american_scientific_journal-6612	98	2	seen	see	VERB
american_scientific_journal-6612	98	3	in	in	ADP
american_scientific_journal-6612	98	4	table	table	NOUN
american_scientific_journal-6612	98	5	4.2	4.2	NUM
american_scientific_journal-6612	98	6	,	,	PUNCT
american_scientific_journal-6612	98	7	all	all	DET
american_scientific_journal-6612	98	8	variables	variable	NOUN
american_scientific_journal-6612	98	9	were	be	AUX
american_scientific_journal-6612	98	10	within	within	ADP
american_scientific_journal-6612	98	11	the	the	DET
american_scientific_journal-6612	98	12	spectrum	spectrum	NOUN
american_scientific_journal-6612	98	13	shown	show	VERB
american_scientific_journal-6612	98	14	in	in	ADP
american_scientific_journal-6612	98	15	the	the	DET
american_scientific_journal-6612	98	16	literature	literature	NOUN
american_scientific_journal-6612	98	17	,	,	PUNCT
american_scientific_journal-6612	98	18	except	except	SCONJ
american_scientific_journal-6612	98	19	for	for	ADP
american_scientific_journal-6612	98	20	the	the	DET
american_scientific_journal-6612	98	21	relationship	relationship	NOUN
american_scientific_journal-6612	98	22	between	between	ADP
american_scientific_journal-6612	98	23	them	they	PRON
american_scientific_journal-6612	98	24	.	.	PUNCT
american_scientific_journal-6612	99	1	however	however	ADV
american_scientific_journal-6612	99	2	,	,	PUNCT
american_scientific_journal-6612	99	3	the	the	DET
american_scientific_journal-6612	99	4	average	average	ADJ
american_scientific_journal-6612	99	5	variance	variance	NOUN
american_scientific_journal-6612	99	6	explained	explain	VERB
american_scientific_journal-6612	99	7	(	(	PUNCT
american_scientific_journal-6612	99	8	ave	ave	PROPN
american_scientific_journal-6612	99	9	)	)	PUNCT
american_scientific_journal-6612	99	10	is	be	AUX
american_scientific_journal-6612	99	11	higher	high	ADJ
american_scientific_journal-6612	99	12	than	than	ADP
american_scientific_journal-6612	99	13	the	the	DET
american_scientific_journal-6612	99	14	full	full	ADJ
american_scientific_journal-6612	99	15	correlation	correlation	NOUN
american_scientific_journal-6612	99	16	which	which	PRON
american_scientific_journal-6612	99	17	implies	imply	VERB
american_scientific_journal-6612	99	18	that	that	SCONJ
american_scientific_journal-6612	99	19	the	the	DET
american_scientific_journal-6612	99	20	variables	variable	NOUN
american_scientific_journal-6612	99	21	are	be	AUX
american_scientific_journal-6612	99	22	ideal	ideal	ADJ
american_scientific_journal-6612	99	23	for	for	ADP
american_scientific_journal-6612	99	24	research	research	NOUN
american_scientific_journal-6612	99	25	purposes	purpose	NOUN
american_scientific_journal-6612	99	26	.	.	PUNCT
american_scientific_journal-6612	100	1	3.3	3.3	NUM
american_scientific_journal-6612	100	2	effect	effect	NOUN
american_scientific_journal-6612	100	3	of	of	ADP
american_scientific_journal-6612	100	4	contract	contract	NOUN
american_scientific_journal-6612	100	5	package	package	NOUN
american_scientific_journal-6612	100	6	on	on	ADP
american_scientific_journal-6612	100	7	value	value	NOUN
american_scientific_journal-6612	100	8	for	for	ADP
american_scientific_journal-6612	100	9	money	money	NOUN
american_scientific_journal-6612	100	10	table	table	NOUN
american_scientific_journal-6612	100	11	4.3	4.3	NUM
american_scientific_journal-6612	100	12	:	:	PUNCT
american_scientific_journal-6612	100	13	effect	effect	NOUN
american_scientific_journal-6612	100	14	of	of	ADP
american_scientific_journal-6612	100	15	contract	contract	NOUN
american_scientific_journal-6612	100	16	package	package	NOUN
american_scientific_journal-6612	100	17	on	on	ADP
american_scientific_journal-6612	100	18	value	value	NOUN
american_scientific_journal-6612	100	19	for	for	ADP
american_scientific_journal-6612	100	20	money	money	NOUN
american_scientific_journal-6612	100	21	independent	independent	ADJ
american_scientific_journal-6612	100	22	variables	variable	NOUN
american_scientific_journal-6612	100	23	coefficient	coefficient	NOUN
american_scientific_journal-6612	100	24	.	.	PUNCT
american_scientific_journal-6612	101	1	oim	oim	PROPN
american_scientific_journal-6612	101	2	std	std	PROPN
american_scientific_journal-6612	101	3	.	.	PUNCT
american_scientific_journal-6612	102	1	err	err	NOUN
american_scientific_journal-6612	102	2	z	z	NOUN
american_scientific_journal-6612	102	3	p>|z|	p>|z|	VERB
american_scientific_journal-6612	102	4	[	[	X
american_scientific_journal-6612	102	5	95	95	NUM
american_scientific_journal-6612	102	6	%	%	NOUN
american_scientific_journal-6612	102	7	conf	conf	NOUN
american_scientific_journal-6612	102	8	.	.	PUNCT
american_scientific_journal-6612	103	1	interval	interval	NOUN
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american_scientific_journal-6612	103	3	contract	contract	NOUN
american_scientific_journal-6612	103	4	package	package	NOUN
american_scientific_journal-6612	103	5	0.1312923	0.1312923	NUM
american_scientific_journal-6612	103	6	0.2525561	0.2525561	NUM
american_scientific_journal-6612	103	7	0.432	0.432	NUM
american_scientific_journal-6612	103	8	0.482	0.482	NUM
american_scientific_journal-6612	103	9	-.3600921	-.3600921	PUNCT
american_scientific_journal-6612	103	10	0.6345581	0.6345581	NUM
american_scientific_journal-6612	103	11	dependent	dependent	ADJ
american_scientific_journal-6612	103	12	variable	variable	NOUN
american_scientific_journal-6612	103	13	:	:	PUNCT
american_scientific_journal-6612	103	14	value	value	NOUN
american_scientific_journal-6612	103	15	for	for	ADP
american_scientific_journal-6612	103	16	money	money	NOUN
american_scientific_journal-6612	103	17	source	source	NOUN
american_scientific_journal-6612	103	18	:	:	PUNCT
american_scientific_journal-6612	103	19	field	field	NOUN
american_scientific_journal-6612	103	20	survey	survey	NOUN
american_scientific_journal-6612	103	21	,	,	PUNCT
american_scientific_journal-6612	103	22	2020	2020	NUM
american_scientific_journal-6612	103	23	the	the	DET
american_scientific_journal-6612	103	24	first	first	ADJ
american_scientific_journal-6612	103	25	objective	objective	NOUN
american_scientific_journal-6612	103	26	of	of	ADP
american_scientific_journal-6612	103	27	the	the	DET
american_scientific_journal-6612	103	28	study	study	NOUN
american_scientific_journal-6612	103	29	is	be	AUX
american_scientific_journal-6612	103	30	to	to	PART
american_scientific_journal-6612	103	31	determine	determine	VERB
american_scientific_journal-6612	103	32	the	the	DET
american_scientific_journal-6612	103	33	effect	effect	NOUN
american_scientific_journal-6612	103	34	of	of	ADP
american_scientific_journal-6612	103	35	the	the	DET
american_scientific_journal-6612	103	36	contract	contract	NOUN
american_scientific_journal-6612	103	37	package	package	NOUN
american_scientific_journal-6612	103	38	on	on	ADP
american_scientific_journal-6612	103	39	value	value	NOUN
american_scientific_journal-6612	103	40	for	for	ADP
american_scientific_journal-6612	103	41	money	money	NOUN
american_scientific_journal-6612	103	42	.	.	PUNCT
american_scientific_journal-6612	104	1	compared	compare	VERB
american_scientific_journal-6612	104	2	to	to	ADP
american_scientific_journal-6612	104	3	table	table	NOUN
american_scientific_journal-6612	104	4	4.3	4.3	NUM
american_scientific_journal-6612	104	5	the	the	DET
american_scientific_journal-6612	104	6	result	result	NOUN
american_scientific_journal-6612	104	7	reveals	reveal	VERB
american_scientific_journal-6612	104	8	that	that	SCONJ
american_scientific_journal-6612	104	9	the	the	DET
american_scientific_journal-6612	104	10	contract	contract	NOUN
american_scientific_journal-6612	104	11	package	package	NOUN
american_scientific_journal-6612	104	12	's	's	PART
american_scientific_journal-6612	104	13	coefficient	coefficient	NOUN
american_scientific_journal-6612	104	14	value	value	NOUN
american_scientific_journal-6612	104	15	is	be	AUX
american_scientific_journal-6612	104	16	0.1312923	0.1312923	NUM
american_scientific_journal-6612	104	17	,	,	PUNCT
american_scientific_journal-6612	104	18	which	which	PRON
american_scientific_journal-6612	104	19	indicates	indicate	VERB
american_scientific_journal-6612	104	20	a	a	DET
american_scientific_journal-6612	104	21	positive	positive	ADJ
american_scientific_journal-6612	104	22	impact	impact	NOUN
american_scientific_journal-6612	104	23	on	on	ADP
american_scientific_journal-6612	104	24	value	value	NOUN
american_scientific_journal-6612	104	25	for	for	ADP
american_scientific_journal-6612	104	26	money	money	NOUN
american_scientific_journal-6612	104	27	effect	effect	NOUN
american_scientific_journal-6612	104	28	.	.	PUNCT
american_scientific_journal-6612	105	1	however	however	ADV
american_scientific_journal-6612	105	2	,	,	PUNCT
american_scientific_journal-6612	105	3	the	the	DET
american_scientific_journal-6612	105	4	contract	contract	NOUN
american_scientific_journal-6612	105	5	package	package	NOUN
american_scientific_journal-6612	105	6	is	be	AUX
american_scientific_journal-6612	105	7	statistically	statistically	ADV
american_scientific_journal-6612	105	8	insignificant	insignificant	ADJ
american_scientific_journal-6612	105	9	and	and	CCONJ
american_scientific_journal-6612	105	10	the	the	DET
american_scientific_journal-6612	105	11	predictor	predictor	NOUN
american_scientific_journal-6612	105	12	does	do	AUX
american_scientific_journal-6612	105	13	not	not	PART
american_scientific_journal-6612	105	14	make	make	VERB
american_scientific_journal-6612	105	15	any	any	DET
american_scientific_journal-6612	105	16	special	special	ADJ
american_scientific_journal-6612	105	17	contribution	contribution	NOUN
american_scientific_journal-6612	105	18	to	to	ADP
american_scientific_journal-6612	105	19	the	the	DET
american_scientific_journal-6612	105	20	value	value	NOUN
american_scientific_journal-6612	105	21	-	-	PUNCT
american_scientific_journal-6612	105	22	for	for	ADP
american_scientific_journal-6612	105	23	-	-	PUNCT
american_scientific_journal-6612	105	24	money	money	NOUN
american_scientific_journal-6612	105	25	projection	projection	NOUN
american_scientific_journal-6612	105	26	with	with	ADP
american_scientific_journal-6612	105	27	a	a	DET
american_scientific_journal-6612	105	28	p	p	NOUN
american_scientific_journal-6612	105	29	-	-	PUNCT
american_scientific_journal-6612	105	30	value	value	NOUN
american_scientific_journal-6612	105	31	of	of	ADP
american_scientific_journal-6612	105	32	0.432	0.432	NUM
american_scientific_journal-6612	105	33	and	and	CCONJ
american_scientific_journal-6612	105	34	a	a	DET
american_scientific_journal-6612	105	35	z	z	NOUN
american_scientific_journal-6612	105	36	-	-	PUNCT
american_scientific_journal-6612	105	37	value	value	NOUN
american_scientific_journal-6612	105	38	of	of	ADP
american_scientific_journal-6612	105	39	0.482	0.482	NUM
american_scientific_journal-6612	105	40	.	.	PUNCT
american_scientific_journal-6612	106	1	this	this	PRON
american_scientific_journal-6612	106	2	therefore	therefore	ADV
american_scientific_journal-6612	106	3	suggest	suggest	VERB
american_scientific_journal-6612	106	4	that	that	SCONJ
american_scientific_journal-6612	106	5	contract	contract	NOUN
american_scientific_journal-6612	106	6	package	package	NOUN
american_scientific_journal-6612	106	7	design	design	NOUN
american_scientific_journal-6612	106	8	fail	fail	VERB
american_scientific_journal-6612	106	9	to	to	PART
american_scientific_journal-6612	106	10	follow	follow	VERB
american_scientific_journal-6612	106	11	the	the	DET
american_scientific_journal-6612	106	12	required	require	VERB
american_scientific_journal-6612	106	13	procedures	procedure	NOUN
american_scientific_journal-6612	106	14	underpinning	underpin	VERB
american_scientific_journal-6612	106	15	the	the	DET
american_scientific_journal-6612	106	16	public	public	ADJ
american_scientific_journal-6612	106	17	procurement	procurement	PROPN
american_scientific_journal-6612	106	18	amendment	amendment	PROPN
american_scientific_journal-6612	106	19	act	act	PROPN
american_scientific_journal-6612	106	20	2016	2016	NUM
american_scientific_journal-6612	106	21	(	(	PUNCT
american_scientific_journal-6612	106	22	act	act	VERB
american_scientific_journal-6612	106	23	914	914	NUM
american_scientific_journal-6612	106	24	)	)	PUNCT
american_scientific_journal-6612	106	25	resulting	result	VERB
american_scientific_journal-6612	106	26	flaws	flaw	NOUN
american_scientific_journal-6612	106	27	within	within	ADP
american_scientific_journal-6612	106	28	procurement	procurement	NOUN
american_scientific_journal-6612	106	29	systems	system	NOUN
american_scientific_journal-6612	106	30	at	at	ADP
american_scientific_journal-6612	106	31	the	the	DET
american_scientific_journal-6612	106	32	selected	select	VERB
american_scientific_journal-6612	106	33	pre	pre	ADJ
american_scientific_journal-6612	106	34	-	-	ADJ
american_scientific_journal-6612	106	35	university	university	ADJ
american_scientific_journal-6612	106	36	institutions	institution	NOUN
american_scientific_journal-6612	106	37	.	.	PUNCT
american_scientific_journal-6612	107	1	this	this	PRON
american_scientific_journal-6612	107	2	is	be	AUX
american_scientific_journal-6612	107	3	therefore	therefore	ADV
american_scientific_journal-6612	107	4	congruence	congruence	NOUN
american_scientific_journal-6612	107	5	within	within	ADP
american_scientific_journal-6612	107	6	the	the	DET
american_scientific_journal-6612	107	7	indication	indication	NOUN
american_scientific_journal-6612	107	8	by	by	ADP
american_scientific_journal-6612	107	9	oecd	oecd	PROPN
american_scientific_journal-6612	107	10	(	(	PUNCT
american_scientific_journal-6612	107	11	2009	2009	NUM
american_scientific_journal-6612	107	12	)	)	PUNCT
american_scientific_journal-6612	107	13	in	in	ADP
american_scientific_journal-6612	107	14	accordance	accordance	NOUN
american_scientific_journal-6612	107	15	with	with	ADP
american_scientific_journal-6612	107	16	microeconomic	microeconomic	ADJ
american_scientific_journal-6612	107	17	theory	theory	NOUN
american_scientific_journal-6612	107	18	,	,	PUNCT
american_scientific_journal-6612	107	19	are	be	AUX
american_scientific_journal-6612	107	20	able	able	ADJ
american_scientific_journal-6612	107	21	to	to	PART
american_scientific_journal-6612	107	22	enforce	enforce	VERB
american_scientific_journal-6612	107	23	buyer	buyer	NOUN
american_scientific_journal-6612	107	24	power	power	NOUN
american_scientific_journal-6612	107	25	alongside	alongside	ADP
american_scientific_journal-6612	107	26	its	its	PRON
american_scientific_journal-6612	107	27	suppliers	supplier	NOUN
american_scientific_journal-6612	107	28	and	and	CCONJ
american_scientific_journal-6612	107	29	american	american	ADJ
american_scientific_journal-6612	107	30	scientific	scientific	ADJ
american_scientific_journal-6612	107	31	research	research	NOUN
american_scientific_journal-6612	107	32	journal	journal	NOUN
american_scientific_journal-6612	107	33	for	for	ADP
american_scientific_journal-6612	107	34	engineering	engineering	NOUN
american_scientific_journal-6612	107	35	,	,	PUNCT
american_scientific_journal-6612	107	36	technology	technology	NOUN
american_scientific_journal-6612	107	37	,	,	PUNCT
american_scientific_journal-6612	107	38	and	and	CCONJ
american_scientific_journal-6612	107	39	sciences	science	NOUN
american_scientific_journal-6612	107	40	(	(	PUNCT
american_scientific_journal-6612	107	41	asrjets	asrjet	NOUN
american_scientific_journal-6612	107	42	)	)	PUNCT
american_scientific_journal-6612	107	43	(	(	PUNCT
american_scientific_journal-6612	107	44	2021	2021	NUM
american_scientific_journal-6612	107	45	)	)	PUNCT
american_scientific_journal-6612	107	46	volume	volume	NOUN
american_scientific_journal-6612	107	47	77	77	NUM
american_scientific_journal-6612	107	48	,	,	PUNCT
american_scientific_journal-6612	107	49	no	no	DET
american_scientific_journal-6612	107	50	1	1	NUM
american_scientific_journal-6612	107	51	,	,	PUNCT
american_scientific_journal-6612	107	52	pp	pp	ADV
american_scientific_journal-6612	107	53	176	176	NUM
american_scientific_journal-6612	107	54	-	-	SYM
american_scientific_journal-6612	107	55	187	187	NUM
american_scientific_journal-6612	107	56	183	183	NUM
american_scientific_journal-6612	107	57	achieve	achieve	VERB
american_scientific_journal-6612	107	58	better	well	ADJ
american_scientific_journal-6612	107	59	terms	term	NOUN
american_scientific_journal-6612	107	60	and	and	CCONJ
american_scientific_journal-6612	107	61	conditions	condition	NOUN
american_scientific_journal-6612	107	62	when	when	SCONJ
american_scientific_journal-6612	107	63	entering	enter	VERB
american_scientific_journal-6612	107	64	into	into	ADP
american_scientific_journal-6612	107	65	public	public	ADJ
american_scientific_journal-6612	107	66	contracts	contract	NOUN
american_scientific_journal-6612	107	67	.	.	PUNCT
american_scientific_journal-6612	108	1	this	this	PRON
american_scientific_journal-6612	108	2	is	be	AUX
american_scientific_journal-6612	108	3	obtained	obtain	VERB
american_scientific_journal-6612	108	4	by	by	ADP
american_scientific_journal-6612	108	5	adopting	adopt	VERB
american_scientific_journal-6612	108	6	strategies	strategy	NOUN
american_scientific_journal-6612	108	7	for	for	ADP
american_scientific_journal-6612	108	8	aggregated	aggregated	ADJ
american_scientific_journal-6612	108	9	purchasing	purchasing	NOUN
american_scientific_journal-6612	108	10	.	.	PUNCT
american_scientific_journal-6612	109	1	aggregated	aggregate	VERB
american_scientific_journal-6612	109	2	purchasing	purchasing	NOUN
american_scientific_journal-6612	109	3	,	,	PUNCT
american_scientific_journal-6612	109	4	according	accord	VERB
american_scientific_journal-6612	109	5	to	to	ADP
american_scientific_journal-6612	109	6	oecd	oecd	PROPN
american_scientific_journal-6612	109	7	(	(	PUNCT
american_scientific_journal-6612	109	8	2009	2009	NUM
american_scientific_journal-6612	109	9	)	)	PUNCT
american_scientific_journal-6612	109	10	and	and	CCONJ
american_scientific_journal-6612	109	11	chen	chen	PROPN
american_scientific_journal-6612	109	12	(	(	PUNCT
american_scientific_journal-6612	109	13	2007	2007	NUM
american_scientific_journal-6612	109	14	)	)	PUNCT
american_scientific_journal-6612	109	15	fosters	foster	VERB
american_scientific_journal-6612	109	16	the	the	DET
american_scientific_journal-6612	109	17	creation	creation	NOUN
american_scientific_journal-6612	109	18	of	of	ADP
american_scientific_journal-6612	109	19	bargaining	bargaining	NOUN
american_scientific_journal-6612	109	20	power	power	NOUN
american_scientific_journal-6612	109	21	that	that	PRON
american_scientific_journal-6612	109	22	is	be	AUX
american_scientific_journal-6612	109	23	non	non	ADJ
american_scientific_journal-6612	109	24	-	-	ADJ
american_scientific_journal-6612	109	25	abusive	abusive	ADJ
american_scientific_journal-6612	109	26	has	have	AUX
american_scientific_journal-6612	109	27	sound	sound	VERB
american_scientific_journal-6612	109	28	economic	economic	ADJ
american_scientific_journal-6612	109	29	justifications	justification	NOUN
american_scientific_journal-6612	109	30	.	.	PUNCT
american_scientific_journal-6612	110	1	3.4	3.4	NUM
american_scientific_journal-6612	110	2	mediating	mediate	VERB
american_scientific_journal-6612	110	3	role	role	NOUN
american_scientific_journal-6612	110	4	of	of	ADP
american_scientific_journal-6612	110	5	competitive	competitive	ADJ
american_scientific_journal-6612	110	6	procurement	procurement	NOUN
american_scientific_journal-6612	110	7	between	between	ADP
american_scientific_journal-6612	110	8	contract	contract	NOUN
american_scientific_journal-6612	110	9	package	package	NOUN
american_scientific_journal-6612	110	10	and	and	CCONJ
american_scientific_journal-6612	110	11	vfm	vfm	PRON
american_scientific_journal-6612	110	12	the	the	DET
american_scientific_journal-6612	110	13	research	research	NOUN
american_scientific_journal-6612	110	14	assesses	assess	VERB
american_scientific_journal-6612	110	15	the	the	DET
american_scientific_journal-6612	110	16	mediating	mediate	VERB
american_scientific_journal-6612	110	17	effects	effect	NOUN
american_scientific_journal-6612	110	18	of	of	ADP
american_scientific_journal-6612	110	19	competitive	competitive	ADJ
american_scientific_journal-6612	110	20	procurement	procurement	NOUN
american_scientific_journal-6612	110	21	or	or	CCONJ
american_scientific_journal-6612	110	22	bidding	bidding	NOUN
american_scientific_journal-6612	110	23	on	on	ADP
american_scientific_journal-6612	110	24	the	the	DET
american_scientific_journal-6612	110	25	relationship	relationship	NOUN
american_scientific_journal-6612	110	26	between	between	ADP
american_scientific_journal-6612	110	27	the	the	DET
american_scientific_journal-6612	110	28	contract	contract	NOUN
american_scientific_journal-6612	110	29	package	package	NOUN
american_scientific_journal-6612	110	30	and	and	CCONJ
american_scientific_journal-6612	110	31	value	value	NOUN
american_scientific_journal-6612	110	32	for	for	ADP
american_scientific_journal-6612	110	33	money	money	NOUN
american_scientific_journal-6612	110	34	.	.	PUNCT
american_scientific_journal-6612	111	1	the	the	DET
american_scientific_journal-6612	111	2	product	product	NOUN
american_scientific_journal-6612	111	3	of	of	ADP
american_scientific_journal-6612	111	4	the	the	DET
american_scientific_journal-6612	111	5	structural	structural	ADJ
american_scientific_journal-6612	111	6	equation	equation	NOUN
american_scientific_journal-6612	111	7	model	model	NOUN
american_scientific_journal-6612	111	8	(	(	PUNCT
american_scientific_journal-6612	111	9	sem	sem	NOUN
american_scientific_journal-6612	111	10	)	)	PUNCT
american_scientific_journal-6612	111	11	from	from	ADP
american_scientific_journal-6612	111	12	the	the	DET
american_scientific_journal-6612	111	13	direct	direct	ADJ
american_scientific_journal-6612	111	14	,	,	PUNCT
american_scientific_journal-6612	111	15	indirect	indirect	ADJ
american_scientific_journal-6612	111	16	and	and	CCONJ
american_scientific_journal-6612	111	17	cumulative	cumulative	ADJ
american_scientific_journal-6612	111	18	performance	performance	NOUN
american_scientific_journal-6612	111	19	effects	effect	NOUN
american_scientific_journal-6612	111	20	is	be	AUX
american_scientific_journal-6612	111	21	presented	present	VERB
american_scientific_journal-6612	111	22	below	below	ADV
american_scientific_journal-6612	111	23	.	.	PUNCT
american_scientific_journal-6612	112	1	several	several	ADJ
american_scientific_journal-6612	112	2	approaches	approach	NOUN
american_scientific_journal-6612	112	3	for	for	ADP
american_scientific_journal-6612	112	4	the	the	DET
american_scientific_journal-6612	112	5	testing	testing	NOUN
american_scientific_journal-6612	112	6	of	of	ADP
american_scientific_journal-6612	112	7	theories	theory	NOUN
american_scientific_journal-6612	112	8	on	on	ADP
american_scientific_journal-6612	112	9	mediation	mediation	NOUN
american_scientific_journal-6612	112	10	have	have	AUX
american_scientific_journal-6612	112	11	been	be	AUX
american_scientific_journal-6612	112	12	suggested	suggest	VERB
american_scientific_journal-6612	112	13	[	[	X
american_scientific_journal-6612	112	14	23	23	NUM
american_scientific_journal-6612	112	15	]	]	PUNCT
american_scientific_journal-6612	112	16	.	.	PUNCT
american_scientific_journal-6612	113	1	one	one	NUM
american_scientific_journal-6612	113	2	of	of	ADP
american_scientific_journal-6612	113	3	the	the	DET
american_scientific_journal-6612	113	4	widely	widely	ADV
american_scientific_journal-6612	113	5	used	use	VERB
american_scientific_journal-6612	113	6	strategies	strategy	NOUN
american_scientific_journal-6612	113	7	is	be	AUX
american_scientific_journal-6612	113	8	the	the	DET
american_scientific_journal-6612	113	9	casual	casual	ADJ
american_scientific_journal-6612	113	10	step	step	NOUN
american_scientific_journal-6612	113	11	technique	technique	NOUN
american_scientific_journal-6612	113	12	suggested	suggest	VERB
american_scientific_journal-6612	113	13	by	by	ADP
american_scientific_journal-6612	113	14	[	[	PUNCT
american_scientific_journal-6612	113	15	22	22	NUM
american_scientific_journal-6612	113	16	]	]	PUNCT
american_scientific_journal-6612	113	17	,	,	PUNCT
american_scientific_journal-6612	113	18	where	where	SCONJ
american_scientific_journal-6612	113	19	the	the	DET
american_scientific_journal-6612	113	20	investigator	investigator	NOUN
american_scientific_journal-6612	113	21	calculates	calculate	VERB
american_scientific_journal-6612	113	22	the	the	DET
american_scientific_journal-6612	113	23	paths	path	NOUN
american_scientific_journal-6612	113	24	of	of	ADP
american_scientific_journal-6612	113	25	the	the	DET
american_scientific_journal-6612	113	26	model	model	NOUN
american_scientific_journal-6612	113	27	using	use	VERB
american_scientific_journal-6612	113	28	the	the	DET
american_scientific_journal-6612	113	29	ordinary	ordinary	ADJ
american_scientific_journal-6612	113	30	least	least	ADJ
american_scientific_journal-6612	113	31	square	square	ADJ
american_scientific_journal-6612	113	32	(	(	PUNCT
american_scientific_journal-6612	113	33	ols	ol	NOUN
american_scientific_journal-6612	113	34	)	)	PUNCT
american_scientific_journal-6612	113	35	regression	regression	NOUN
american_scientific_journal-6612	113	36	or	or	CCONJ
american_scientific_journal-6612	113	37	sem	sem	NOUN
american_scientific_journal-6612	113	38	,	,	PUNCT
american_scientific_journal-6612	113	39	which	which	PRON
american_scientific_journal-6612	113	40	measures	measure	VERB
american_scientific_journal-6612	113	41	the	the	DET
american_scientific_journal-6612	113	42	degree	degree	NOUN
american_scientific_journal-6612	113	43	to	to	PART
american_scientific_journal-6612	113	44	which	which	PRON
american_scientific_journal-6612	113	45	certain	certain	ADJ
american_scientific_journal-6612	113	46	parameters	parameter	NOUN
american_scientific_journal-6612	113	47	are	be	AUX
american_scientific_journal-6612	113	48	met	meet	VERB
american_scientific_journal-6612	113	49	.	.	PUNCT
american_scientific_journal-6612	114	1	[	[	X
american_scientific_journal-6612	114	2	23	23	NUM
american_scientific_journal-6612	114	3	]	]	PUNCT
american_scientific_journal-6612	114	4	proposed	propose	VERB
american_scientific_journal-6612	114	5	three	three	NUM
american_scientific_journal-6612	114	6	important	important	ADJ
american_scientific_journal-6612	114	7	but	but	CCONJ
american_scientific_journal-6612	114	8	not	not	PART
american_scientific_journal-6612	114	9	appropriate	appropriate	ADJ
american_scientific_journal-6612	114	10	criteria	criterion	NOUN
american_scientific_journal-6612	114	11	that	that	PRON
american_scientific_journal-6612	114	12	should	should	AUX
american_scientific_journal-6612	114	13	be	be	AUX
american_scientific_journal-6612	114	14	met	meet	VERB
american_scientific_journal-6612	114	15	to	to	PART
american_scientific_journal-6612	114	16	argue	argue	VERB
american_scientific_journal-6612	114	17	that	that	SCONJ
american_scientific_journal-6612	114	18	mediation	mediation	NOUN
american_scientific_journal-6612	114	19	is	be	AUX
american_scientific_journal-6612	114	20	taking	take	VERB
american_scientific_journal-6612	114	21	place	place	NOUN
american_scientific_journal-6612	114	22	.	.	PUNCT
american_scientific_journal-6612	115	1	for	for	ADP
american_scientific_journal-6612	115	2	the	the	DET
american_scientific_journal-6612	115	3	state	state	NOUN
american_scientific_journal-6612	115	4	of	of	ADP
american_scientific_journal-6612	115	5	mediation	mediation	NOUN
american_scientific_journal-6612	115	6	:	:	PUNCT
american_scientific_journal-6612	115	7	x	x	SYM
american_scientific_journal-6612	115	8	(	(	PUNCT
american_scientific_journal-6612	115	9	independent	independent	ADJ
american_scientific_journal-6612	115	10	variable	variable	NOUN
american_scientific_journal-6612	115	11	)	)	PUNCT
american_scientific_journal-6612	115	12	is	be	AUX
american_scientific_journal-6612	115	13	strongly	strongly	ADV
american_scientific_journal-6612	115	14	connected	connect	VERB
american_scientific_journal-6612	115	15	to	to	ADP
american_scientific_journal-6612	115	16	m	m	PROPN
american_scientific_journal-6612	115	17	(	(	PUNCT
american_scientific_journal-6612	115	18	mediator	mediator	NOUN
american_scientific_journal-6612	115	19	)	)	PUNCT
american_scientific_journal-6612	115	20	;	;	PUNCT
american_scientific_journal-6612	115	21	m	m	VERB
american_scientific_journal-6612	115	22	is	be	AUX
american_scientific_journal-6612	115	23	significantly	significantly	ADV
american_scientific_journal-6612	115	24	related	relate	VERB
american_scientific_journal-6612	115	25	to	to	ADP
american_scientific_journal-6612	115	26	y	y	PROPN
american_scientific_journal-6612	115	27	(	(	PUNCT
american_scientific_journal-6612	115	28	dependent	dependent	ADJ
american_scientific_journal-6612	115	29	variable	variable	NOUN
american_scientific_journal-6612	115	30	)	)	PUNCT
american_scientific_journal-6612	115	31	.	.	PUNCT
american_scientific_journal-6612	116	1	when	when	SCONJ
american_scientific_journal-6612	116	2	m	m	NOUN
american_scientific_journal-6612	116	3	is	be	AUX
american_scientific_journal-6612	116	4	in	in	ADP
american_scientific_journal-6612	116	5	the	the	DET
american_scientific_journal-6612	116	6	model	model	NOUN
american_scientific_journal-6612	116	7	,	,	PUNCT
american_scientific_journal-6612	116	8	the	the	DET
american_scientific_journal-6612	116	9	relationship	relationship	NOUN
american_scientific_journal-6612	116	10	between	between	ADP
american_scientific_journal-6612	116	11	x	x	PROPN
american_scientific_journal-6612	116	12	and	and	CCONJ
american_scientific_journal-6612	116	13	y	y	PROPN
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american_scientific_journal-6612	116	15	.	.	PUNCT
american_scientific_journal-6612	117	1	it	it	PRON
american_scientific_journal-6612	117	2	suggested	suggest	VERB
american_scientific_journal-6612	117	3	that	that	SCONJ
american_scientific_journal-6612	117	4	each	each	PRON
american_scientific_journal-6612	117	5	of	of	ADP
american_scientific_journal-6612	117	6	the	the	DET
american_scientific_journal-6612	117	7	three	three	NUM
american_scientific_journal-6612	117	8	construct	construct	NOUN
american_scientific_journal-6612	117	9	showed	show	VERB
american_scientific_journal-6612	117	10	signs	sign	NOUN
american_scientific_journal-6612	117	11	of	of	ADP
american_scientific_journal-6612	117	12	a	a	DET
american_scientific_journal-6612	117	13	non	non	ADJ
american_scientific_journal-6612	117	14	-	-	ADJ
american_scientific_journal-6612	117	15	zero	zero	ADJ
american_scientific_journal-6612	117	16	monotonic	monotonic	ADJ
american_scientific_journal-6612	117	17	relationship	relationship	NOUN
american_scientific_journal-6612	117	18	with	with	ADP
american_scientific_journal-6612	117	19	one	one	NUM
american_scientific_journal-6612	117	20	another	another	DET
american_scientific_journal-6612	117	21	and	and	CCONJ
american_scientific_journal-6612	117	22	the	the	DET
american_scientific_journal-6612	117	23	relation	relation	NOUN
american_scientific_journal-6612	117	24	between	between	ADP
american_scientific_journal-6612	117	25	x	x	PUNCT
american_scientific_journal-6612	117	26	and	and	CCONJ
american_scientific_journal-6612	117	27	y	y	PROPN
american_scientific_journal-6612	117	28	was	be	AUX
american_scientific_journal-6612	117	29	dramatically	dramatically	ADV
american_scientific_journal-6612	117	30	decreased	decrease	VERB
american_scientific_journal-6612	117	31	with	with	ADP
american_scientific_journal-6612	117	32	the	the	DET
american_scientific_journal-6612	117	33	addition	addition	NOUN
american_scientific_journal-6612	117	34	of	of	ADP
american_scientific_journal-6612	117	35	m	m	PRON
american_scientific_journal-6612	117	36	as	as	ADP
american_scientific_journal-6612	117	37	the	the	DET
american_scientific_journal-6612	117	38	y	y	PROPN
american_scientific_journal-6612	117	39	predictor	predictor	NOUN
american_scientific_journal-6612	117	40	[	[	X
american_scientific_journal-6612	117	41	23	23	NUM
american_scientific_journal-6612	117	42	]	]	PUNCT
american_scientific_journal-6612	117	43	.	.	PUNCT
american_scientific_journal-6612	118	1	the	the	DET
american_scientific_journal-6612	118	2	research	research	NOUN
american_scientific_journal-6612	118	3	investigated	investigate	VERB
american_scientific_journal-6612	118	4	this	this	DET
american_scientific_journal-6612	118	5	effect	effect	NOUN
american_scientific_journal-6612	118	6	using	use	VERB
american_scientific_journal-6612	118	7	the	the	DET
american_scientific_journal-6612	118	8	structural	structural	ADJ
american_scientific_journal-6612	118	9	equation	equation	NOUN
american_scientific_journal-6612	118	10	model	model	NOUN
american_scientific_journal-6612	118	11	.	.	PUNCT
american_scientific_journal-6612	119	1	figure	figure	VERB
american_scientific_journal-6612	119	2	4.1	4.1	NUM
american_scientific_journal-6612	119	3	indicate	indicate	VERB
american_scientific_journal-6612	119	4	the	the	DET
american_scientific_journal-6612	119	5	model	model	NOUN
american_scientific_journal-6612	119	6	figure	figure	NOUN
american_scientific_journal-6612	119	7	and	and	CCONJ
american_scientific_journal-6612	119	8	result	result	VERB
american_scientific_journal-6612	119	9	.	.	PUNCT
american_scientific_journal-6612	120	1	figure	figure	VERB
american_scientific_journal-6612	120	2	4.1	4.1	NUM
american_scientific_journal-6612	120	3	:	:	PUNCT
american_scientific_journal-6612	120	4	fitting	fitting	ADJ
american_scientific_journal-6612	120	5	target	target	NOUN
american_scientific_journal-6612	120	6	model	model	NOUN
american_scientific_journal-6612	120	7	:	:	PUNCT
american_scientific_journal-6612	120	8	structural	structural	ADJ
american_scientific_journal-6612	120	9	equation	equation	NOUN
american_scientific_journal-6612	120	10	model	model	NOUN
american_scientific_journal-6612	120	11	iteration	iteration	NOUN
american_scientific_journal-6612	120	12	0	0	NUM
american_scientific_journal-6612	120	13	:	:	PUNCT
american_scientific_journal-6612	120	14	log	log	NOUN
american_scientific_journal-6612	120	15	likelihood	likelihood	NOUN
american_scientific_journal-6612	120	16	=	=	PUNCT
american_scientific_journal-6612	120	17	-517.77548	-517.77548	NUM
american_scientific_journal-6612	120	18	iteration	iteration	NOUN
american_scientific_journal-6612	120	19	1	1	NUM
american_scientific_journal-6612	120	20	:	:	PUNCT
american_scientific_journal-6612	120	21	log	log	NOUN
american_scientific_journal-6612	120	22	likelihood	likelihood	NOUN
american_scientific_journal-6612	121	1	=	=	PUNCT
american_scientific_journal-6612	121	2	-517.77548	-517.77548	ADJ
american_scientific_journal-6612	121	3	structural	structural	ADJ
american_scientific_journal-6612	121	4	equation	equation	NOUN
american_scientific_journal-6612	121	5	model	model	NOUN
american_scientific_journal-6612	121	6	number	number	NOUN
american_scientific_journal-6612	121	7	of	of	ADP
american_scientific_journal-6612	121	8	obs	obs	PROPN
american_scientific_journal-6612	121	9	=	=	SYM
american_scientific_journal-6612	121	10	72	72	NUM
american_scientific_journal-6612	121	11	estimation	estimation	NOUN
american_scientific_journal-6612	121	12	method	method	NOUN
american_scientific_journal-6612	121	13	=	=	SYM
american_scientific_journal-6612	121	14	ml	ml	PROPN
american_scientific_journal-6612	121	15	american	american	ADJ
american_scientific_journal-6612	121	16	scientific	scientific	ADJ
american_scientific_journal-6612	121	17	research	research	NOUN
american_scientific_journal-6612	121	18	journal	journal	NOUN
american_scientific_journal-6612	121	19	for	for	ADP
american_scientific_journal-6612	121	20	engineering	engineering	NOUN
american_scientific_journal-6612	121	21	,	,	PUNCT
american_scientific_journal-6612	121	22	technology	technology	NOUN
american_scientific_journal-6612	121	23	,	,	PUNCT
american_scientific_journal-6612	121	24	and	and	CCONJ
american_scientific_journal-6612	121	25	sciences	science	NOUN
american_scientific_journal-6612	121	26	(	(	PUNCT
american_scientific_journal-6612	121	27	asrjets	asrjet	NOUN
american_scientific_journal-6612	121	28	)	)	PUNCT
american_scientific_journal-6612	121	29	(	(	PUNCT
american_scientific_journal-6612	121	30	2021	2021	NUM
american_scientific_journal-6612	121	31	)	)	PUNCT
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american_scientific_journal-6612	121	33	77	77	NUM
american_scientific_journal-6612	121	34	,	,	PUNCT
american_scientific_journal-6612	121	35	no	no	DET
american_scientific_journal-6612	121	36	1	1	NUM
american_scientific_journal-6612	121	37	,	,	PUNCT
american_scientific_journal-6612	121	38	pp	pp	ADV
american_scientific_journal-6612	121	39	176	176	NUM
american_scientific_journal-6612	121	40	-	-	SYM
american_scientific_journal-6612	121	41	187	187	NUM
american_scientific_journal-6612	121	42	184	184	NUM
american_scientific_journal-6612	121	43	log	log	NOUN
american_scientific_journal-6612	121	44	likelihood	likelihood	NOUN
american_scientific_journal-6612	121	45	=	=	PUNCT
american_scientific_journal-6612	122	1	-517.77548	-517.77548	PROPN
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american_scientific_journal-6612	123	3	|	|	PROPN
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american_scientific_journal-6612	123	5	.	.	PUNCT
american_scientific_journal-6612	124	1	std	std	NOUN
american_scientific_journal-6612	124	2	.	.	PUNCT
american_scientific_journal-6612	125	1	err	err	NOUN
american_scientific_journal-6612	125	2	.	.	PUNCT
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american_scientific_journal-6612	126	2	p>|z|	p>|z|	VERB
american_scientific_journal-6612	126	3	[	[	X
american_scientific_journal-6612	126	4	95	95	NUM
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american_scientific_journal-6612	126	6	conf	conf	NOUN
american_scientific_journal-6612	126	7	.	.	PUNCT
american_scientific_journal-6612	127	1	interval	interval	NOUN
american_scientific_journal-6612	127	2	]	]	PUNCT
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american_scientific_journal-6612	129	1	+	+	PUNCT
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american_scientific_journal-6612	129	8	|	|	ADV
american_scientific_journal-6612	129	9	competitive	competitive	ADJ
american_scientific_journal-6612	129	10	procurement	procurement	NOUN
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american_scientific_journal-6612	129	20	|	|	ADV
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american_scientific_journal-6612	130	5	_	_	PUNCT
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american_scientific_journal-6612	130	7	|	|	ADP
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american_scientific_journal-6612	131	5	|	|	NOUN
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american_scientific_journal-6612	131	8	|	|	ADV
american_scientific_journal-6612	131	9	.0318968	.0318968	NOUN
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american_scientific_journal-6612	133	5	|	|	ADV
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american_scientific_journal-6612	134	1	3.674712	3.674712	NUM
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american_scientific_journal-6612	134	3	0.000	0.000	NUM
american_scientific_journal-6612	134	4	17.7787	17.7787	NUM
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american_scientific_journal-6612	134	8	(	(	PUNCT
american_scientific_journal-6612	134	9	e.	e.	NOUN
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american_scientific_journal-6612	134	11	for	for	ADP
american_scientific_journal-6612	134	12	money	money	NOUN
american_scientific_journal-6612	134	13	)	)	PUNCT
american_scientific_journal-6612	134	14	|	|	ADV
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american_scientific_journal-6612	134	20	.	.	PUNCT
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american_scientific_journal-6612	134	22	procurement)|3.356606	procurement)|3.356606	PROPN
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american_scientific_journal-6612	134	27	lr	lr	NOUN
american_scientific_journal-6612	134	28	test	test	NOUN
american_scientific_journal-6612	134	29	of	of	ADP
american_scientific_journal-6612	134	30	model	model	NOUN
american_scientific_journal-6612	134	31	vs.	vs.	CCONJ
american_scientific_journal-6612	134	32	saturated	saturate	VERB
american_scientific_journal-6612	134	33	:	:	PUNCT
american_scientific_journal-6612	134	34	chi2	chi2	NOUN
american_scientific_journal-6612	134	35	(	(	PUNCT
american_scientific_journal-6612	134	36	0	0	NUM
american_scientific_journal-6612	134	37	)	)	PUNCT
american_scientific_journal-6612	134	38	=	=	SYM
american_scientific_journal-6612	134	39	0.00	0.00	NUM
american_scientific_journal-6612	134	40	,	,	PUNCT
american_scientific_journal-6612	134	41	prob	prob	NOUN
american_scientific_journal-6612	134	42	>	>	X
american_scientific_journal-6612	134	43	chi2	chi2	PROPN
american_scientific_journal-6612	134	44	=	=	PUNCT
american_scientific_journal-6612	135	1	the	the	DET
american_scientific_journal-6612	135	2	consequence	consequence	NOUN
american_scientific_journal-6612	135	3	of	of	ADP
american_scientific_journal-6612	135	4	the	the	DET
american_scientific_journal-6612	135	5	structural	structural	ADJ
american_scientific_journal-6612	135	6	equation	equation	NOUN
american_scientific_journal-6612	135	7	indicates	indicate	VERB
american_scientific_journal-6612	135	8	the	the	DET
american_scientific_journal-6612	135	9	mediating	mediate	VERB
american_scientific_journal-6612	135	10	effect	effect	NOUN
american_scientific_journal-6612	135	11	of	of	ADP
american_scientific_journal-6612	135	12	competitive	competitive	ADJ
american_scientific_journal-6612	135	13	procurement	procurement	NOUN
american_scientific_journal-6612	135	14	on	on	ADP
american_scientific_journal-6612	135	15	the	the	DET
american_scientific_journal-6612	135	16	relationship	relationship	NOUN
american_scientific_journal-6612	135	17	between	between	ADP
american_scientific_journal-6612	135	18	the	the	DET
american_scientific_journal-6612	135	19	contract	contract	NOUN
american_scientific_journal-6612	135	20	package	package	NOUN
american_scientific_journal-6612	135	21	and	and	CCONJ
american_scientific_journal-6612	135	22	value	value	NOUN
american_scientific_journal-6612	135	23	for	for	ADP
american_scientific_journal-6612	135	24	money	money	NOUN
american_scientific_journal-6612	135	25	.	.	PUNCT
american_scientific_journal-6612	136	1	the	the	DET
american_scientific_journal-6612	136	2	result	result	NOUN
american_scientific_journal-6612	136	3	indicates	indicate	VERB
american_scientific_journal-6612	136	4	the	the	DET
american_scientific_journal-6612	136	5	observed	observed	ADJ
american_scientific_journal-6612	136	6	value	value	NOUN
american_scientific_journal-6612	136	7	of	of	ADP
american_scientific_journal-6612	136	8	72	72	NUM
american_scientific_journal-6612	136	9	,	,	PUNCT
american_scientific_journal-6612	136	10	showing	show	VERB
american_scientific_journal-6612	136	11	the	the	DET
american_scientific_journal-6612	136	12	number	number	NOUN
american_scientific_journal-6612	136	13	of	of	ADP
american_scientific_journal-6612	136	14	respondents	respondent	NOUN
american_scientific_journal-6612	136	15	who	who	PRON
american_scientific_journal-6612	136	16	attended	attend	VERB
american_scientific_journal-6612	136	17	the	the	DET
american_scientific_journal-6612	136	18	indicators	indicator	NOUN
american_scientific_journal-6612	136	19	during	during	ADP
american_scientific_journal-6612	136	20	data	data	NOUN
american_scientific_journal-6612	136	21	collection	collection	NOUN
american_scientific_journal-6612	136	22	.	.	PUNCT
american_scientific_journal-6612	137	1	the	the	DET
american_scientific_journal-6612	137	2	confidence	confidence	NOUN
american_scientific_journal-6612	137	3	interval	interval	NOUN
american_scientific_journal-6612	137	4	or	or	CCONJ
american_scientific_journal-6612	137	5	level	level	NOUN
american_scientific_journal-6612	137	6	was	be	AUX
american_scientific_journal-6612	137	7	95	95	NUM
american_scientific_journal-6612	137	8	%	%	NOUN
american_scientific_journal-6612	137	9	while	while	SCONJ
american_scientific_journal-6612	137	10	the	the	DET
american_scientific_journal-6612	137	11	significant	significant	ADJ
american_scientific_journal-6612	137	12	level	level	NOUN
american_scientific_journal-6612	137	13	was	be	AUX
american_scientific_journal-6612	137	14	0.05	0.05	NUM
american_scientific_journal-6612	137	15	.	.	PUNCT
american_scientific_journal-6612	138	1	the	the	DET
american_scientific_journal-6612	138	2	result	result	NOUN
american_scientific_journal-6612	138	3	using	use	VERB
american_scientific_journal-6612	138	4	the	the	DET
american_scientific_journal-6612	138	5	model	model	NOUN
american_scientific_journal-6612	138	6	coefficients	coefficient	NOUN
american_scientific_journal-6612	138	7	and	and	CCONJ
american_scientific_journal-6612	138	8	the	the	DET
american_scientific_journal-6612	138	9	significant	significant	ADJ
american_scientific_journal-6612	138	10	values	value	NOUN
american_scientific_journal-6612	138	11	indicates	indicate	VERB
american_scientific_journal-6612	138	12	that	that	SCONJ
american_scientific_journal-6612	138	13	competitive	competitive	ADJ
american_scientific_journal-6612	138	14	procurement	procurement	NOUN
american_scientific_journal-6612	138	15	is	be	AUX
american_scientific_journal-6612	138	16	statistically	statistically	ADV
american_scientific_journal-6612	138	17	insignificant	insignificant	ADJ
american_scientific_journal-6612	138	18	and	and	CCONJ
american_scientific_journal-6612	138	19	could	could	AUX
american_scientific_journal-6612	138	20	not	not	PART
american_scientific_journal-6612	138	21	impact	impact	VERB
american_scientific_journal-6612	138	22	on	on	ADP
american_scientific_journal-6612	138	23	the	the	DET
american_scientific_journal-6612	138	24	relationship	relationship	NOUN
american_scientific_journal-6612	138	25	between	between	ADP
american_scientific_journal-6612	138	26	the	the	DET
american_scientific_journal-6612	138	27	contract	contract	NOUN
american_scientific_journal-6612	138	28	package	package	NOUN
american_scientific_journal-6612	138	29	and	and	CCONJ
american_scientific_journal-6612	138	30	the	the	DET
american_scientific_journal-6612	138	31	value	value	NOUN
american_scientific_journal-6612	138	32	for	for	ADP
american_scientific_journal-6612	138	33	money	money	NOUN
american_scientific_journal-6612	138	34	as	as	SCONJ
american_scientific_journal-6612	138	35	shown	show	VERB
american_scientific_journal-6612	138	36	[	[	PUNCT
american_scientific_journal-6612	138	37	coeff].=	coeff].=	NOUN
american_scientific_journal-6612	138	38	-0.066188	-0.066188	VERB
american_scientific_journal-6612	138	39	,	,	PUNCT
american_scientific_journal-6612	138	40	p	p	X
american_scientific_journal-6612	138	41	=	=	PROPN
american_scientific_journal-6612	138	42	0.869	0.869	NUM
american_scientific_journal-6612	138	43	>	>	DET
american_scientific_journal-6612	138	44	american	american	ADJ
american_scientific_journal-6612	138	45	scientific	scientific	ADJ
american_scientific_journal-6612	138	46	research	research	PROPN
american_scientific_journal-6612	138	47	journal	journal	NOUN
american_scientific_journal-6612	138	48	for	for	ADP
american_scientific_journal-6612	138	49	engineering	engineering	NOUN
american_scientific_journal-6612	138	50	,	,	PUNCT
american_scientific_journal-6612	138	51	technology	technology	NOUN
american_scientific_journal-6612	138	52	,	,	PUNCT
american_scientific_journal-6612	138	53	and	and	CCONJ
american_scientific_journal-6612	138	54	sciences	science	NOUN
american_scientific_journal-6612	138	55	(	(	PUNCT
american_scientific_journal-6612	138	56	asrjets	asrjet	NOUN
american_scientific_journal-6612	138	57	)	)	PUNCT
american_scientific_journal-6612	138	58	(	(	PUNCT
american_scientific_journal-6612	138	59	2021	2021	NUM
american_scientific_journal-6612	138	60	)	)	PUNCT
american_scientific_journal-6612	138	61	volume	volume	NOUN
american_scientific_journal-6612	138	62	77	77	NUM
american_scientific_journal-6612	138	63	,	,	PUNCT
american_scientific_journal-6612	138	64	no	no	DET
american_scientific_journal-6612	138	65	1	1	NUM
american_scientific_journal-6612	138	66	,	,	PUNCT
american_scientific_journal-6612	138	67	pp	pp	ADV
american_scientific_journal-6612	138	68	176	176	NUM
american_scientific_journal-6612	138	69	-	-	SYM
american_scientific_journal-6612	138	70	187	187	NUM
american_scientific_journal-6612	138	71	185	185	NUM
american_scientific_journal-6612	138	72	0.05	0.05	NUM
american_scientific_journal-6612	138	73	]	]	PUNCT
american_scientific_journal-6612	138	74	.	.	PUNCT
american_scientific_journal-6612	139	1	similarly	similarly	ADV
american_scientific_journal-6612	139	2	,	,	PUNCT
american_scientific_journal-6612	139	3	lr	lr	PROPN
american_scientific_journal-6612	139	4	test	test	NOUN
american_scientific_journal-6612	139	5	model	model	NOUN
american_scientific_journal-6612	139	6	also	also	ADV
american_scientific_journal-6612	139	7	confirms	confirm	VERB
american_scientific_journal-6612	139	8	such	such	ADJ
american_scientific_journal-6612	139	9	indication	indication	NOUN
american_scientific_journal-6612	139	10	shown	show	VERB
american_scientific_journal-6612	139	11	as	as	ADP
american_scientific_journal-6612	139	12	(	(	PUNCT
american_scientific_journal-6612	139	13	chi2	chi2	PROPN
american_scientific_journal-6612	139	14	(	(	PUNCT
american_scientific_journal-6612	139	15	0	0	NUM
american_scientific_journal-6612	139	16	)	)	PUNCT
american_scientific_journal-6612	139	17	=	=	SYM
american_scientific_journal-6612	139	18	0.00	0.00	NUM
american_scientific_journal-6612	139	19	,	,	PUNCT
american_scientific_journal-6612	139	20	prob	prob	NOUN
american_scientific_journal-6612	139	21	.	.	PUNCT
american_scientific_journal-6612	139	22	>	>	X
american_scientific_journal-6612	139	23	chi2	chi2	PROPN
american_scientific_journal-6612	139	24	)	)	PUNCT
american_scientific_journal-6612	139	25	.	.	PUNCT
american_scientific_journal-6612	140	1	this	this	PRON
american_scientific_journal-6612	140	2	shows	show	VERB
american_scientific_journal-6612	140	3	that	that	SCONJ
american_scientific_journal-6612	140	4	competitive	competitive	ADJ
american_scientific_journal-6612	140	5	procurement	procurement	NOUN
american_scientific_journal-6612	140	6	fails	fail	VERB
american_scientific_journal-6612	140	7	to	to	PART
american_scientific_journal-6612	140	8	predict	predict	VERB
american_scientific_journal-6612	140	9	or	or	CCONJ
american_scientific_journal-6612	140	10	influence	influence	VERB
american_scientific_journal-6612	140	11	contract	contract	NOUN
american_scientific_journal-6612	140	12	package	package	NOUN
american_scientific_journal-6612	140	13	and	and	CCONJ
american_scientific_journal-6612	140	14	value	value	NOUN
american_scientific_journal-6612	140	15	for	for	ADP
american_scientific_journal-6612	140	16	money	money	NOUN
american_scientific_journal-6612	140	17	linkages	linkage	NOUN
american_scientific_journal-6612	140	18	.	.	PUNCT
american_scientific_journal-6612	141	1	this	this	PRON
american_scientific_journal-6612	141	2	therefore	therefore	ADV
american_scientific_journal-6612	141	3	contradict	contradict	VERB
american_scientific_journal-6612	141	4	the	the	DET
american_scientific_journal-6612	141	5	indication	indication	NOUN
american_scientific_journal-6612	141	6	by	by	ADP
american_scientific_journal-6612	141	7	mlinga	mlinga	NOUN
american_scientific_journal-6612	141	8	(	(	PUNCT
american_scientific_journal-6612	141	9	2007	2007	NUM
american_scientific_journal-6612	141	10	)	)	PUNCT
american_scientific_journal-6612	141	11	,	,	PUNCT
american_scientific_journal-6612	141	12	that	that	DET
american_scientific_journal-6612	141	13	procurement	procurement	NOUN
american_scientific_journal-6612	141	14	that	that	PRON
american_scientific_journal-6612	141	15	is	be	AUX
american_scientific_journal-6612	141	16	driven	drive	VERB
american_scientific_journal-6612	141	17	by	by	ADP
american_scientific_journal-6612	141	18	the	the	DET
american_scientific_journal-6612	141	19	objective	objective	NOUN
american_scientific_journal-6612	141	20	of	of	ADP
american_scientific_journal-6612	141	21	procuring	procure	VERB
american_scientific_journal-6612	141	22	competitively	competitively	ADV
american_scientific_journal-6612	141	23	unless	unless	SCONJ
american_scientific_journal-6612	141	24	there	there	PRON
american_scientific_journal-6612	141	25	are	be	VERB
american_scientific_journal-6612	141	26	convincing	convincing	ADJ
american_scientific_journal-6612	141	27	reasons	reason	NOUN
american_scientific_journal-6612	141	28	not	not	PART
american_scientific_journal-6612	141	29	to	to	PART
american_scientific_journal-6612	141	30	procure	procure	VERB
american_scientific_journal-6612	141	31	in	in	ADP
american_scientific_journal-6612	141	32	such	such	ADJ
american_scientific_journal-6612	141	33	manner	manner	NOUN
american_scientific_journal-6612	141	34	has	have	VERB
american_scientific_journal-6612	141	35	the	the	DET
american_scientific_journal-6612	141	36	propensity	propensity	NOUN
american_scientific_journal-6612	141	37	of	of	ADP
american_scientific_journal-6612	141	38	exerting	exert	VERB
american_scientific_journal-6612	141	39	significant	significant	ADJ
american_scientific_journal-6612	141	40	effect	effect	NOUN
american_scientific_journal-6612	141	41	on	on	ADP
american_scientific_journal-6612	141	42	value	value	NOUN
american_scientific_journal-6612	141	43	for	for	ADP
american_scientific_journal-6612	141	44	money	money	NOUN
american_scientific_journal-6612	141	45	.	.	PUNCT
american_scientific_journal-6612	142	1	this	this	PRON
american_scientific_journal-6612	142	2	also	also	ADV
american_scientific_journal-6612	142	3	has	have	VERB
american_scientific_journal-6612	142	4	the	the	DET
american_scientific_journal-6612	142	5	propensity	propensity	NOUN
american_scientific_journal-6612	142	6	of	of	ADP
american_scientific_journal-6612	142	7	mediating	mediate	VERB
american_scientific_journal-6612	142	8	effectively	effectively	ADV
american_scientific_journal-6612	142	9	the	the	DET
american_scientific_journal-6612	142	10	relationship	relationship	NOUN
american_scientific_journal-6612	142	11	between	between	ADP
american_scientific_journal-6612	142	12	contract	contract	NOUN
american_scientific_journal-6612	142	13	package	package	NOUN
american_scientific_journal-6612	142	14	and	and	CCONJ
american_scientific_journal-6612	142	15	value	value	NOUN
american_scientific_journal-6612	142	16	for	for	ADP
american_scientific_journal-6612	142	17	money	money	NOUN
american_scientific_journal-6612	142	18	.	.	PUNCT
american_scientific_journal-6612	143	1	the	the	DET
american_scientific_journal-6612	143	2	author	author	NOUN
american_scientific_journal-6612	143	3	argued	argue	VERB
american_scientific_journal-6612	143	4	that	that	SCONJ
american_scientific_journal-6612	143	5	competitive	competitive	ADJ
american_scientific_journal-6612	143	6	procurement	procurement	NOUN
american_scientific_journal-6612	143	7	remains	remain	VERB
american_scientific_journal-6612	143	8	the	the	DET
american_scientific_journal-6612	143	9	best	good	ADJ
american_scientific_journal-6612	143	10	way	way	NOUN
american_scientific_journal-6612	143	11	of	of	ADP
american_scientific_journal-6612	143	12	achieving	achieve	VERB
american_scientific_journal-6612	143	13	best	good	ADJ
american_scientific_journal-6612	143	14	value	value	NOUN
american_scientific_journal-6612	143	15	for	for	ADP
american_scientific_journal-6612	143	16	money	money	NOUN
american_scientific_journal-6612	143	17	and	and	CCONJ
american_scientific_journal-6612	143	18	demonstrating	demonstrate	VERB
american_scientific_journal-6612	143	19	transparency	transparency	NOUN
american_scientific_journal-6612	143	20	and	and	CCONJ
american_scientific_journal-6612	143	21	integrity	integrity	NOUN
american_scientific_journal-6612	143	22	on	on	ADP
american_scientific_journal-6612	143	23	contract	contract	NOUN
american_scientific_journal-6612	143	24	packages	package	NOUN
american_scientific_journal-6612	143	25	.	.	PUNCT
american_scientific_journal-6612	144	1	4	4	X
american_scientific_journal-6612	144	2	.	.	X
american_scientific_journal-6612	144	3	conclusion	conclusion	NOUN
american_scientific_journal-6612	144	4	the	the	DET
american_scientific_journal-6612	144	5	results	result	NOUN
american_scientific_journal-6612	144	6	clearly	clearly	ADV
american_scientific_journal-6612	144	7	demonstrate	demonstrate	VERB
american_scientific_journal-6612	144	8	that	that	SCONJ
american_scientific_journal-6612	144	9	contract	contract	NOUN
american_scientific_journal-6612	144	10	package	package	NOUN
american_scientific_journal-6612	144	11	does	do	AUX
american_scientific_journal-6612	144	12	not	not	PART
american_scientific_journal-6612	144	13	have	have	VERB
american_scientific_journal-6612	144	14	an	an	DET
american_scientific_journal-6612	144	15	effect	effect	NOUN
american_scientific_journal-6612	144	16	on	on	ADP
american_scientific_journal-6612	144	17	money	money	NOUN
american_scientific_journal-6612	144	18	for	for	ADP
american_scientific_journal-6612	144	19	money	money	NOUN
american_scientific_journal-6612	144	20	.	.	PUNCT
american_scientific_journal-6612	145	1	it	it	PRON
american_scientific_journal-6612	145	2	is	be	AUX
american_scientific_journal-6612	145	3	suggested	suggest	VERB
american_scientific_journal-6612	145	4	that	that	SCONJ
american_scientific_journal-6612	145	5	the	the	DET
american_scientific_journal-6612	145	6	design	design	NOUN
american_scientific_journal-6612	145	7	of	of	ADP
american_scientific_journal-6612	145	8	the	the	DET
american_scientific_journal-6612	145	9	contract	contract	NOUN
american_scientific_journal-6612	145	10	package	package	NOUN
american_scientific_journal-6612	145	11	lacks	lack	VERB
american_scientific_journal-6612	145	12	the	the	DET
american_scientific_journal-6612	145	13	details	detail	NOUN
american_scientific_journal-6612	145	14	required	require	VERB
american_scientific_journal-6612	145	15	to	to	PART
american_scientific_journal-6612	145	16	achieve	achieve	VERB
american_scientific_journal-6612	145	17	consistency	consistency	NOUN
american_scientific_journal-6612	145	18	.	.	PUNCT
american_scientific_journal-6612	146	1	contract	contract	NOUN
american_scientific_journal-6612	146	2	package	package	NOUN
american_scientific_journal-6612	146	3	preparation	preparation	NOUN
american_scientific_journal-6612	146	4	should	should	AUX
american_scientific_journal-6612	146	5	also	also	ADV
american_scientific_journal-6612	146	6	be	be	AUX
american_scientific_journal-6612	146	7	considered	consider	VERB
american_scientific_journal-6612	146	8	as	as	ADP
american_scientific_journal-6612	146	9	a	a	DET
american_scientific_journal-6612	146	10	core	core	NOUN
american_scientific_journal-6612	146	11	aspect	aspect	NOUN
american_scientific_journal-6612	146	12	of	of	ADP
american_scientific_journal-6612	146	13	procurement	procurement	NOUN
american_scientific_journal-6612	146	14	in	in	ADP
american_scientific_journal-6612	146	15	the	the	DET
american_scientific_journal-6612	146	16	study	study	NOUN
american_scientific_journal-6612	146	17	area	area	NOUN
american_scientific_journal-6612	146	18	.	.	PUNCT
american_scientific_journal-6612	147	1	it	it	PRON
american_scientific_journal-6612	147	2	is	be	AUX
american_scientific_journal-6612	147	3	important	important	ADJ
american_scientific_journal-6612	147	4	for	for	SCONJ
american_scientific_journal-6612	147	5	the	the	DET
american_scientific_journal-6612	147	6	government	government	NOUN
american_scientific_journal-6612	147	7	to	to	PART
american_scientific_journal-6612	147	8	take	take	VERB
american_scientific_journal-6612	147	9	a	a	DET
american_scientific_journal-6612	147	10	closer	close	ADJ
american_scientific_journal-6612	147	11	look	look	NOUN
american_scientific_journal-6612	147	12	at	at	ADP
american_scientific_journal-6612	147	13	how	how	SCONJ
american_scientific_journal-6612	147	14	the	the	DET
american_scientific_journal-6612	147	15	contract	contract	NOUN
american_scientific_journal-6612	147	16	package	package	NOUN
american_scientific_journal-6612	147	17	is	be	AUX
american_scientific_journal-6612	147	18	designed	design	VERB
american_scientific_journal-6612	147	19	by	by	ADP
american_scientific_journal-6612	147	20	the	the	DET
american_scientific_journal-6612	147	21	study	study	NOUN
american_scientific_journal-6612	147	22	area	area	NOUN
american_scientific_journal-6612	147	23	.	.	PUNCT
american_scientific_journal-6612	148	1	furthermore	furthermore	ADV
american_scientific_journal-6612	148	2	,	,	PUNCT
american_scientific_journal-6612	148	3	the	the	DET
american_scientific_journal-6612	148	4	analysis	analysis	NOUN
american_scientific_journal-6612	148	5	reveals	reveal	VERB
american_scientific_journal-6612	148	6	that	that	SCONJ
american_scientific_journal-6612	148	7	competitive	competitive	ADJ
american_scientific_journal-6612	148	8	bidding	bidding	NOUN
american_scientific_journal-6612	148	9	does	do	AUX
american_scientific_journal-6612	148	10	not	not	PART
american_scientific_journal-6612	148	11	affect	affect	VERB
american_scientific_journal-6612	148	12	the	the	DET
american_scientific_journal-6612	148	13	contract	contract	NOUN
american_scientific_journal-6612	148	14	package	package	NOUN
american_scientific_journal-6612	148	15	and	and	CCONJ
american_scientific_journal-6612	148	16	value	value	NOUN
american_scientific_journal-6612	148	17	for	for	ADP
american_scientific_journal-6612	148	18	money	money	NOUN
american_scientific_journal-6612	148	19	linkages	linkage	NOUN
american_scientific_journal-6612	148	20	.	.	PUNCT
american_scientific_journal-6612	149	1	5	5	X
american_scientific_journal-6612	149	2	.	.	X
american_scientific_journal-6612	149	3	recommendations	recommendation	NOUN
american_scientific_journal-6612	149	4	it	it	PRON
american_scientific_journal-6612	149	5	is	be	AUX
american_scientific_journal-6612	149	6	recommended	recommend	VERB
american_scientific_journal-6612	149	7	that	that	SCONJ
american_scientific_journal-6612	149	8	policies	policy	NOUN
american_scientific_journal-6612	149	9	and	and	CCONJ
american_scientific_journal-6612	149	10	strict	strict	ADJ
american_scientific_journal-6612	149	11	laws	law	NOUN
american_scientific_journal-6612	149	12	should	should	AUX
american_scientific_journal-6612	149	13	be	be	AUX
american_scientific_journal-6612	149	14	instituted	institute	VERB
american_scientific_journal-6612	149	15	to	to	PART
american_scientific_journal-6612	149	16	ensure	ensure	VERB
american_scientific_journal-6612	149	17	that	that	SCONJ
american_scientific_journal-6612	149	18	procurement	procurement	NOUN
american_scientific_journal-6612	149	19	activities	activity	NOUN
american_scientific_journal-6612	149	20	at	at	ADP
american_scientific_journal-6612	149	21	preuniversity	preuniversity	NOUN
american_scientific_journal-6612	149	22	institutions	institution	NOUN
american_scientific_journal-6612	149	23	comply	comply	VERB
american_scientific_journal-6612	149	24	with	with	ADP
american_scientific_journal-6612	149	25	the	the	DET
american_scientific_journal-6612	149	26	public	public	ADJ
american_scientific_journal-6612	149	27	procurement	procurement	NOUN
american_scientific_journal-6612	149	28	laws	law	NOUN
american_scientific_journal-6612	149	29	and	and	CCONJ
american_scientific_journal-6612	149	30	regulations	regulation	NOUN
american_scientific_journal-6612	149	31	of	of	ADP
american_scientific_journal-6612	149	32	ghana	ghana	PROPN
american_scientific_journal-6612	149	33	.	.	PUNCT
american_scientific_journal-6612	150	1	this	this	PRON
american_scientific_journal-6612	150	2	would	would	AUX
american_scientific_journal-6612	150	3	make	make	VERB
american_scientific_journal-6612	150	4	people	people	NOUN
american_scientific_journal-6612	150	5	desist	desist	VERB
american_scientific_journal-6612	150	6	from	from	ADP
american_scientific_journal-6612	150	7	acts	act	NOUN
american_scientific_journal-6612	150	8	of	of	ADP
american_scientific_journal-6612	150	9	corruption	corruption	NOUN
american_scientific_journal-6612	150	10	that	that	PRON
american_scientific_journal-6612	150	11	negatively	negatively	ADV
american_scientific_journal-6612	150	12	impact	impact	NOUN
american_scientific_journal-6612	150	13	effectiveness	effectiveness	NOUN
american_scientific_journal-6612	150	14	,	,	PUNCT
american_scientific_journal-6612	150	15	efficiency	efficiency	NOUN
american_scientific_journal-6612	150	16	and	and	CCONJ
american_scientific_journal-6612	150	17	quality	quality	NOUN
american_scientific_journal-6612	150	18	of	of	ADP
american_scientific_journal-6612	150	19	procured	procured	ADJ
american_scientific_journal-6612	150	20	goods	good	NOUN
american_scientific_journal-6612	150	21	/	/	SYM
american_scientific_journal-6612	150	22	services	service	NOUN
american_scientific_journal-6612	150	23	.	.	PUNCT
american_scientific_journal-6612	151	1	it	it	PRON
american_scientific_journal-6612	151	2	is	be	AUX
american_scientific_journal-6612	151	3	also	also	ADV
american_scientific_journal-6612	151	4	recommended	recommend	VERB
american_scientific_journal-6612	151	5	that	that	SCONJ
american_scientific_journal-6612	151	6	training	training	NOUN
american_scientific_journal-6612	151	7	and	and	CCONJ
american_scientific_journal-6612	151	8	seminars	seminar	NOUN
american_scientific_journal-6612	151	9	are	be	AUX
american_scientific_journal-6612	151	10	done	do	VERB
american_scientific_journal-6612	151	11	to	to	PART
american_scientific_journal-6612	151	12	increase	increase	VERB
american_scientific_journal-6612	151	13	the	the	DET
american_scientific_journal-6612	151	14	knowledge	knowledge	NOUN
american_scientific_journal-6612	151	15	level	level	NOUN
american_scientific_journal-6612	151	16	of	of	ADP
american_scientific_journal-6612	151	17	individuals	individual	NOUN
american_scientific_journal-6612	151	18	who	who	PRON
american_scientific_journal-6612	151	19	work	work	VERB
american_scientific_journal-6612	151	20	directly	directly	ADV
american_scientific_journal-6612	151	21	with	with	ADP
american_scientific_journal-6612	151	22	procurement	procurement	NOUN
american_scientific_journal-6612	151	23	activities	activity	NOUN
american_scientific_journal-6612	151	24	.	.	PUNCT
american_scientific_journal-6612	152	1	6	6	X
american_scientific_journal-6612	152	2	.	.	X
american_scientific_journal-6612	152	3	limitations	limitation	NOUN
american_scientific_journal-6612	152	4	of	of	ADP
american_scientific_journal-6612	152	5	the	the	DET
american_scientific_journal-6612	152	6	study	study	NOUN
american_scientific_journal-6612	152	7	the	the	DET
american_scientific_journal-6612	152	8	scope	scope	NOUN
american_scientific_journal-6612	152	9	of	of	ADP
american_scientific_journal-6612	152	10	the	the	DET
american_scientific_journal-6612	152	11	research	research	NOUN
american_scientific_journal-6612	152	12	and	and	CCONJ
american_scientific_journal-6612	152	13	its	its	PRON
american_scientific_journal-6612	152	14	subsequent	subsequent	ADJ
american_scientific_journal-6612	152	15	collection	collection	NOUN
american_scientific_journal-6612	152	16	of	of	ADP
american_scientific_journal-6612	152	17	data	datum	NOUN
american_scientific_journal-6612	152	18	were	be	AUX
american_scientific_journal-6612	152	19	limited	limit	VERB
american_scientific_journal-6612	152	20	to	to	ADP
american_scientific_journal-6612	152	21	the	the	DET
american_scientific_journal-6612	152	22	eastern	eastern	ADJ
american_scientific_journal-6612	152	23	region	region	NOUN
american_scientific_journal-6612	152	24	of	of	ADP
american_scientific_journal-6612	152	25	ghana	ghana	PROPN
american_scientific_journal-6612	152	26	due	due	ADP
american_scientific_journal-6612	152	27	to	to	ADP
american_scientific_journal-6612	152	28	time	time	NOUN
american_scientific_journal-6612	152	29	constraints	constraint	NOUN
american_scientific_journal-6612	152	30	and	and	CCONJ
american_scientific_journal-6612	152	31	resource	resource	NOUN
american_scientific_journal-6612	152	32	constraints	constraint	NOUN
american_scientific_journal-6612	152	33	.	.	PUNCT
american_scientific_journal-6612	153	1	the	the	DET
american_scientific_journal-6612	153	2	findings	finding	NOUN
american_scientific_journal-6612	153	3	are	be	AUX
american_scientific_journal-6612	153	4	generalized	generalize	VERB
american_scientific_journal-6612	153	5	to	to	PART
american_scientific_journal-6612	153	6	include	include	VERB
american_scientific_journal-6612	153	7	other	other	ADJ
american_scientific_journal-6612	153	8	regions	region	NOUN
american_scientific_journal-6612	153	9	in	in	ADP
american_scientific_journal-6612	153	10	ghana	ghana	PROPN
american_scientific_journal-6612	153	11	as	as	ADP
american_scientific_journal-6612	153	12	the	the	DET
american_scientific_journal-6612	153	13	conditions	condition	NOUN
american_scientific_journal-6612	153	14	prevailing	prevail	VERB
american_scientific_journal-6612	153	15	in	in	ADP
american_scientific_journal-6612	153	16	the	the	DET
american_scientific_journal-6612	153	17	eastern	eastern	ADJ
american_scientific_journal-6612	153	18	region	region	NOUN
american_scientific_journal-6612	153	19	are	be	AUX
american_scientific_journal-6612	153	20	fairly	fairly	ADV
american_scientific_journal-6612	153	21	representative	representative	ADJ
american_scientific_journal-6612	153	22	of	of	ADP
american_scientific_journal-6612	153	23	the	the	DET
american_scientific_journal-6612	153	24	conditions	condition	NOUN
american_scientific_journal-6612	153	25	prevailing	prevail	VERB
american_scientific_journal-6612	153	26	in	in	ADP
american_scientific_journal-6612	153	27	other	other	ADJ
american_scientific_journal-6612	153	28	regions	region	NOUN
american_scientific_journal-6612	153	29	of	of	ADP
american_scientific_journal-6612	153	30	ghana	ghana	PROPN
american_scientific_journal-6612	153	31	.	.	PUNCT
american_scientific_journal-6612	154	1	however	however	ADV
american_scientific_journal-6612	154	2	,	,	PUNCT
american_scientific_journal-6612	154	3	the	the	DET
american_scientific_journal-6612	154	4	actual	actual	ADJ
american_scientific_journal-6612	154	5	data	data	NOUN
american_scientific_journal-6612	154	6	collection	collection	NOUN
american_scientific_journal-6612	154	7	from	from	ADP
american_scientific_journal-6612	154	8	other	other	ADJ
american_scientific_journal-6612	154	9	regions	region	NOUN
american_scientific_journal-6612	154	10	may	may	AUX
american_scientific_journal-6612	154	11	result	result	VERB
american_scientific_journal-6612	154	12	in	in	ADP
american_scientific_journal-6612	154	13	slightly	slightly	ADV
american_scientific_journal-6612	154	14	different	different	ADJ
american_scientific_journal-6612	154	15	results	result	NOUN
american_scientific_journal-6612	154	16	.	.	PUNCT
american_scientific_journal-6612	155	1	this	this	DET
american_scientific_journal-6612	155	2	research	research	NOUN
american_scientific_journal-6612	155	3	also	also	ADV
american_scientific_journal-6612	155	4	used	use	VERB
american_scientific_journal-6612	155	5	survey	survey	NOUN
american_scientific_journal-6612	155	6	methodology	methodology	NOUN
american_scientific_journal-6612	155	7	that	that	PRON
american_scientific_journal-6612	155	8	depended	depend	VERB
american_scientific_journal-6612	155	9	on	on	ADP
american_scientific_journal-6612	155	10	the	the	DET
american_scientific_journal-6612	155	11	response	response	NOUN
american_scientific_journal-6612	155	12	of	of	ADP
american_scientific_journal-6612	155	13	procurement	procurement	NOUN
american_scientific_journal-6612	155	14	officers	officer	NOUN
american_scientific_journal-6612	155	15	to	to	ADP
american_scientific_journal-6612	155	16	their	their	PRON
american_scientific_journal-6612	155	17	organizations	organization	NOUN
american_scientific_journal-6612	155	18	.	.	PUNCT
american_scientific_journal-6612	156	1	there	there	PRON
american_scientific_journal-6612	156	2	is	be	VERB
american_scientific_journal-6612	156	3	a	a	DET
american_scientific_journal-6612	156	4	likelihood	likelihood	NOUN
american_scientific_journal-6612	156	5	of	of	ADP
american_scientific_journal-6612	156	6	bias	bias	NOUN
american_scientific_journal-6612	156	7	in	in	ADP
american_scientific_journal-6612	156	8	the	the	DET
american_scientific_journal-6612	156	9	respondent	respondent	NOUN
american_scientific_journal-6612	156	10	.	.	PUNCT
american_scientific_journal-6612	157	1	however	however	ADV
american_scientific_journal-6612	157	2	,	,	PUNCT
american_scientific_journal-6612	157	3	the	the	DET
american_scientific_journal-6612	157	4	study	study	NOUN
american_scientific_journal-6612	157	5	to	to	PART
american_scientific_journal-6612	157	6	further	far	ADV
american_scientific_journal-6612	157	7	investigate	investigate	VERB
american_scientific_journal-6612	157	8	this	this	DET
american_scientific_journal-6612	157	9	discovery	discovery	NOUN
american_scientific_journal-6612	157	10	could	could	AUX
american_scientific_journal-6612	157	11	not	not	PART
american_scientific_journal-6612	157	12	be	be	AUX
american_scientific_journal-6612	157	13	carried	carry	VERB
american_scientific_journal-6612	157	14	out	out	ADP
american_scientific_journal-6612	157	15	.	.	PUNCT
american_scientific_journal-6612	158	1	this	this	PRON
american_scientific_journal-6612	158	2	was	be	AUX
american_scientific_journal-6612	158	3	due	due	ADJ
american_scientific_journal-6612	158	4	to	to	ADP
american_scientific_journal-6612	158	5	the	the	DET
american_scientific_journal-6612	158	6	fact	fact	NOUN
american_scientific_journal-6612	158	7	that	that	SCONJ
american_scientific_journal-6612	158	8	the	the	DET
american_scientific_journal-6612	158	9	data	datum	NOUN
american_scientific_journal-6612	158	10	obtained	obtain	VERB
american_scientific_journal-6612	158	11	was	be	AUX
american_scientific_journal-6612	158	12	biased	bias	VERB
american_scientific_journal-6612	158	13	considerably	considerably	ADV
american_scientific_journal-6612	158	14	against	against	ADP
american_scientific_journal-6612	158	15	public	public	ADJ
american_scientific_journal-6612	158	16	institutions	institution	NOUN
american_scientific_journal-6612	158	17	,	,	PUNCT
american_scientific_journal-6612	158	18	with	with	ADP
american_scientific_journal-6612	158	19	no	no	DET
american_scientific_journal-6612	158	20	data	datum	NOUN
american_scientific_journal-6612	158	21	originating	originate	VERB
american_scientific_journal-6612	158	22	from	from	ADP
american_scientific_journal-6612	158	23	the	the	DET
american_scientific_journal-6612	158	24	private	private	ADJ
american_scientific_journal-6612	158	25	sector	sector	NOUN
american_scientific_journal-6612	158	26	.	.	PUNCT
american_scientific_journal-6612	159	1	references	reference	NOUN
american_scientific_journal-6612	159	2	[	[	X
american_scientific_journal-6612	159	3	1	1	NUM
american_scientific_journal-6612	159	4	]	]	PUNCT
american_scientific_journal-6612	159	5	.	.	PUNCT
american_scientific_journal-6612	160	1	ameyaw	ameyaw	PROPN
american_scientific_journal-6612	160	2	,	,	PUNCT
american_scientific_journal-6612	160	3	c.	c.	PROPN
american_scientific_journal-6612	160	4	,	,	PUNCT
american_scientific_journal-6612	160	5	mensah	mensah	PROPN
american_scientific_journal-6612	160	6	,	,	PUNCT
american_scientific_journal-6612	160	7	s.	s.	PROPN
american_scientific_journal-6612	160	8	and	and	CCONJ
american_scientific_journal-6612	160	9	osei	osei	PROPN
american_scientific_journal-6612	160	10	-	-	PUNCT
american_scientific_journal-6612	160	11	tutu	tutu	PROPN
american_scientific_journal-6612	160	12	,	,	PUNCT
american_scientific_journal-6612	160	13	e.	e.	PROPN
american_scientific_journal-6612	160	14	(	(	PUNCT
american_scientific_journal-6612	160	15	2012	2012	NUM
american_scientific_journal-6612	160	16	)	)	PUNCT
american_scientific_journal-6612	160	17	.	.	PUNCT
american_scientific_journal-6612	161	1	public	public	ADJ
american_scientific_journal-6612	161	2	procurement	procurement	NOUN
american_scientific_journal-6612	161	3	in	in	ADP
american_scientific_journal-6612	161	4	ghana	ghana	PROPN
american_scientific_journal-6612	161	5	:	:	PUNCT
american_scientific_journal-6612	161	6	the	the	DET
american_scientific_journal-6612	161	7	implementation	implementation	NOUN
american_scientific_journal-6612	161	8	challenges	challenge	VERB
american_scientific_journal-6612	161	9	to	to	ADP
american_scientific_journal-6612	161	10	the	the	DET
american_scientific_journal-6612	161	11	public	public	ADJ
american_scientific_journal-6612	161	12	procurement	procurement	NOUN
american_scientific_journal-6612	161	13	law	law	NOUN
american_scientific_journal-6612	161	14	2003	2003	NUM
american_scientific_journal-6612	161	15	(	(	PUNCT
american_scientific_journal-6612	161	16	act	act	VERB
american_scientific_journal-6612	161	17	663	663	NUM
american_scientific_journal-6612	161	18	)	)	PUNCT
american_scientific_journal-6612	161	19	.	.	PUNCT
american_scientific_journal-6612	162	1	international	international	ADJ
american_scientific_journal-6612	162	2	journal	journal	PROPN
american_scientific_journal-6612	162	3	of	of	ADP
american_scientific_journal-6612	162	4	construction	construction	NOUN
american_scientific_journal-6612	162	5	supply	supply	NOUN
american_scientific_journal-6612	162	6	chain	chain	NOUN
american_scientific_journal-6612	162	7	management	management	NOUN
american_scientific_journal-6612	162	8	vol	vol	NOUN
american_scientific_journal-6612	162	9	.	.	PROPN
american_scientific_journal-6612	163	1	2	2	NUM
american_scientific_journal-6612	163	2	,	,	PUNCT
american_scientific_journal-6612	163	3	no	no	INTJ
american_scientific_journal-6612	163	4	.	.	NOUN
american_scientific_journal-6612	163	5	2	2	NUM
american_scientific_journal-6612	163	6	(	(	PUNCT
american_scientific_journal-6612	163	7	pp	pp	ADJ
american_scientific_journal-6612	163	8	.	.	PUNCT
american_scientific_journal-6612	164	1	55	55	NUM
american_scientific_journal-6612	164	2	-	-	SYM
american_scientific_journal-6612	164	3	65	65	NUM
american_scientific_journal-6612	164	4	)	)	PUNCT
american_scientific_journal-6612	165	1	[	[	X
american_scientific_journal-6612	165	2	2	2	NUM
american_scientific_journal-6612	165	3	]	]	PUNCT
american_scientific_journal-6612	165	4	.	.	PUNCT
american_scientific_journal-6612	166	1	world	world	PROPN
american_scientific_journal-6612	166	2	bank	bank	PROPN
american_scientific_journal-6612	166	3	,	,	PUNCT
american_scientific_journal-6612	166	4	(	(	PUNCT
american_scientific_journal-6612	166	5	2010	2010	NUM
american_scientific_journal-6612	166	6	)	)	PUNCT
american_scientific_journal-6612	166	7	,	,	PUNCT
american_scientific_journal-6612	166	8	public	public	ADJ
american_scientific_journal-6612	166	9	sector	sector	NOUN
american_scientific_journal-6612	166	10	procurement	procurement	NOUN
american_scientific_journal-6612	166	11	,	,	PUNCT
american_scientific_journal-6612	166	12	washington	washington	PROPN
american_scientific_journal-6612	166	13	.	.	PUNCT
american_scientific_journal-6612	167	1	dc	dc	PROPN
american_scientific_journal-6612	167	2	,	,	PUNCT
american_scientific_journal-6612	167	3	usa	usa	PROPN
american_scientific_journal-6612	167	4	american	american	PROPN
american_scientific_journal-6612	167	5	scientific	scientific	PROPN
american_scientific_journal-6612	167	6	research	research	PROPN
american_scientific_journal-6612	167	7	journal	journal	NOUN
american_scientific_journal-6612	167	8	for	for	ADP
american_scientific_journal-6612	167	9	engineering	engineering	NOUN
american_scientific_journal-6612	167	10	,	,	PUNCT
american_scientific_journal-6612	167	11	technology	technology	NOUN
american_scientific_journal-6612	167	12	,	,	PUNCT
american_scientific_journal-6612	167	13	and	and	CCONJ
american_scientific_journal-6612	167	14	sciences	science	NOUN
american_scientific_journal-6612	167	15	(	(	PUNCT
american_scientific_journal-6612	167	16	asrjets	asrjet	NOUN
american_scientific_journal-6612	167	17	)	)	PUNCT
american_scientific_journal-6612	167	18	(	(	PUNCT
american_scientific_journal-6612	167	19	2021	2021	NUM
american_scientific_journal-6612	167	20	)	)	PUNCT
american_scientific_journal-6612	167	21	volume	volume	NOUN
american_scientific_journal-6612	167	22	77	77	NUM
american_scientific_journal-6612	167	23	,	,	PUNCT
american_scientific_journal-6612	167	24	no	no	DET
american_scientific_journal-6612	167	25	1	1	NUM
american_scientific_journal-6612	167	26	,	,	PUNCT
american_scientific_journal-6612	167	27	pp	pp	ADV
american_scientific_journal-6612	167	28	176	176	NUM
american_scientific_journal-6612	167	29	-	-	SYM
american_scientific_journal-6612	167	30	187	187	NUM
american_scientific_journal-6612	167	31	186	186	NUM
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american_scientific_journal-6612	168	2	3	3	NUM
american_scientific_journal-6612	168	3	]	]	PUNCT
american_scientific_journal-6612	168	4	.	.	PUNCT
american_scientific_journal-6612	169	1	world	world	PROPN
american_scientific_journal-6612	169	2	bank	bank	PROPN
american_scientific_journal-6612	169	3	.	.	PUNCT
american_scientific_journal-6612	170	1	(	(	PUNCT
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american_scientific_journal-6612	170	3	)	)	PUNCT
american_scientific_journal-6612	170	4	.	.	PUNCT
american_scientific_journal-6612	171	1	public	public	ADJ
american_scientific_journal-6612	171	2	procurement	procurement	PROPN
american_scientific_journal-6612	171	3	act	act	NOUN
american_scientific_journal-6612	171	4	of	of	ADP
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american_scientific_journal-6612	171	8	assessment	assessment	NOUN
american_scientific_journal-6612	171	9	report	report	NOUN
american_scientific_journal-6612	171	10	.	.	PUNCT
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american_scientific_journal-6612	172	3	.	.	PUNCT
american_scientific_journal-6612	173	1	the	the	DET
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american_scientific_journal-6612	173	4	.	.	PUNCT
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american_scientific_journal-6612	174	2	no	no	INTJ
american_scientific_journal-6612	174	3	.	.	NOUN
american_scientific_journal-6612	174	4	29055	29055	NUM
american_scientific_journal-6612	174	5	.	.	PUNCT
american_scientific_journal-6612	175	1	(	(	PUNCT
american_scientific_journal-6612	175	2	4	4	NUM
american_scientific_journal-6612	175	3	)	)	PUNCT
american_scientific_journal-6612	175	4	.	.	PUNCT
american_scientific_journal-6612	176	1	available	available	ADJ
american_scientific_journal-6612	176	2	at	at	ADP
american_scientific_journal-6612	176	3	:	:	PUNCT
american_scientific_journal-6612	176	4	http://documents.worldbank.org/curated/en/2003/06/3582686/ghana-country-procurementassessmentreport-vol-4-5-annex-8-public-procurement-act	http://documents.worldbank.org/curated/en/2003/06/3582686/ghana-country-procurementassessmentreport-vol-4-5-annex-8-public-procurement-act	NOUN
american_scientific_journal-6612	176	5	.	.	PUNCT
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american_scientific_journal-6612	177	3	on	on	ADP
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american_scientific_journal-6612	177	5	may	may	AUX
american_scientific_journal-6612	177	6	,	,	PUNCT
american_scientific_journal-6612	177	7	2009	2009	NUM
american_scientific_journal-6612	177	8	)	)	PUNCT
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american_scientific_journal-6612	178	2	4	4	NUM
american_scientific_journal-6612	178	3	]	]	PUNCT
american_scientific_journal-6612	178	4	.	.	PUNCT
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american_scientific_journal-6612	179	3	.	.	PUNCT
american_scientific_journal-6612	180	1	(	(	PUNCT
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american_scientific_journal-6612	180	3	)	)	PUNCT
american_scientific_journal-6612	180	4	.	.	PUNCT
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american_scientific_journal-6612	181	4	,	,	PUNCT
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american_scientific_journal-6612	181	6	limping	limp	VERB
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american_scientific_journal-6612	181	8	in	in	ADP
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american_scientific_journal-6612	181	10	procurement	procurement	NOUN
american_scientific_journal-6612	181	11	.	.	PUNCT
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american_scientific_journal-6612	182	4	.	.	PUNCT
american_scientific_journal-6612	183	1	vol	vol	NOUN
american_scientific_journal-6612	183	2	4	4	NUM
american_scientific_journal-6612	183	3	-	-	SYM
american_scientific_journal-6612	183	4	5	5	NUM
american_scientific_journal-6612	183	5	.	.	PUNCT
american_scientific_journal-6612	184	1	[	[	X
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american_scientific_journal-6612	184	4	.	.	PUNCT
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american_scientific_journal-6612	185	2	,	,	PUNCT
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american_scientific_journal-6612	185	4	.	.	PROPN
american_scientific_journal-6612	185	5	,	,	PUNCT
american_scientific_journal-6612	185	6	&	&	CCONJ
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american_scientific_journal-6612	185	8	,	,	PUNCT
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american_scientific_journal-6612	186	4	-	-	PUNCT
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american_scientific_journal-6612	186	7	and	and	CCONJ
american_scientific_journal-6612	186	8	performance	performance	NOUN
american_scientific_journal-6612	186	9	outcomes	outcome	NOUN
american_scientific_journal-6612	186	10	.	.	PUNCT
american_scientific_journal-6612	187	1	journal	journal	NOUN
american_scientific_journal-6612	187	2	of	of	ADP
american_scientific_journal-6612	187	3	operations	operation	NOUN
american_scientific_journal-6612	187	4	management	management	NOUN
american_scientific_journal-6612	187	5	17	17	NUM
american_scientific_journal-6612	187	6	(	(	PUNCT
american_scientific_journal-6612	187	7	5	5	NUM
american_scientific_journal-6612	187	8	)	)	PUNCT
american_scientific_journal-6612	187	9	,	,	PUNCT
american_scientific_journal-6612	187	10	497–519	497–519	NUM
american_scientific_journal-6612	187	11	.	.	PUNCT
american_scientific_journal-6612	188	1	[	[	X
american_scientific_journal-6612	188	2	6	6	NUM
american_scientific_journal-6612	188	3	]	]	PUNCT
american_scientific_journal-6612	188	4	.	.	PUNCT
american_scientific_journal-6612	189	1	basheka	basheka	PROPN
american_scientific_journal-6612	189	2	bc	bc	PROPN
american_scientific_journal-6612	189	3	&	&	CCONJ
american_scientific_journal-6612	189	4	bisangabasaija	bisangabasaija	PROPN
american_scientific_journal-6612	189	5	e.	e.	PROPN
american_scientific_journal-6612	189	6	(	(	PUNCT
american_scientific_journal-6612	189	7	2010	2010	NUM
american_scientific_journal-6612	189	8	)	)	PUNCT
american_scientific_journal-6612	189	9	.	.	PUNCT
american_scientific_journal-6612	190	1	determinants	determinant	NOUN
american_scientific_journal-6612	190	2	of	of	ADP
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american_scientific_journal-6612	190	4	public	public	ADJ
american_scientific_journal-6612	190	5	procurement	procurement	NOUN
american_scientific_journal-6612	190	6	in	in	ADP
american_scientific_journal-6612	190	7	local	local	ADJ
american_scientific_journal-6612	190	8	government	government	NOUN
american_scientific_journal-6612	190	9	systems	system	NOUN
american_scientific_journal-6612	190	10	of	of	ADP
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american_scientific_journal-6612	190	12	:	:	PUNCT
american_scientific_journal-6612	190	13	a	a	DET
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american_scientific_journal-6612	190	15	study	study	NOUN
american_scientific_journal-6612	190	16	.	.	PUNCT
american_scientific_journal-6612	191	1	int	int	NOUN
american_scientific_journal-6612	191	2	.	.	PUNCT
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american_scientific_journal-6612	192	2	procurement	procurement	PROPN
american_scientific_journal-6612	192	3	management	management	PROPN
american_scientific_journal-6612	192	4	.	.	PUNCT
american_scientific_journal-6612	193	1	2010	2010	NUM
american_scientific_journal-6612	193	2	;	;	PUNCT
american_scientific_journal-6612	193	3	vol	vol	NOUN
american_scientific_journal-6612	193	4	3(1	3(1	NUM
american_scientific_journal-6612	193	5	):	):	PUNCT
american_scientific_journal-6612	193	6	pp	pp	ADV
american_scientific_journal-6612	193	7	.	.	PUNCT
american_scientific_journal-6612	194	1	91104	91104	NUM
american_scientific_journal-6612	195	1	[	[	X
american_scientific_journal-6612	195	2	7	7	NUM
american_scientific_journal-6612	195	3	]	]	PUNCT
american_scientific_journal-6612	195	4	.	.	PUNCT
american_scientific_journal-6612	196	1	ghana	ghana	PROPN
american_scientific_journal-6612	196	2	public	public	PROPN
american_scientific_journal-6612	196	3	procurement	procurement	PROPN
american_scientific_journal-6612	196	4	(	(	PUNCT
american_scientific_journal-6612	196	5	amendment	amendment	NOUN
american_scientific_journal-6612	196	6	)	)	PUNCT
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american_scientific_journal-6612	196	8	2016	2016	NUM
american_scientific_journal-6612	196	9	(	(	PUNCT
american_scientific_journal-6612	196	10	act	act	VERB
american_scientific_journal-6612	196	11	914	914	NUM
american_scientific_journal-6612	196	12	)	)	PUNCT
american_scientific_journal-6612	197	1	[	[	X
american_scientific_journal-6612	197	2	8	8	NUM
american_scientific_journal-6612	197	3	]	]	PUNCT
american_scientific_journal-6612	197	4	.	.	PUNCT
american_scientific_journal-6612	198	1	report	report	NOUN
american_scientific_journal-6612	198	2	of	of	ADP
american_scientific_journal-6612	198	3	the	the	DET
american_scientific_journal-6612	198	4	auditor	auditor	NOUN
american_scientific_journal-6612	198	5	-	-	PUNCT
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american_scientific_journal-6612	198	7	on	on	ADP
american_scientific_journal-6612	198	8	the	the	DET
american_scientific_journal-6612	198	9	public	public	ADJ
american_scientific_journal-6612	198	10	accounts	account	NOUN
american_scientific_journal-6612	198	11	of	of	ADP
american_scientific_journal-6612	198	12	ghana	ghana	PROPN
american_scientific_journal-6612	198	13	–	–	PUNCT
american_scientific_journal-6612	198	14	pre	pre	ADJ
american_scientific_journal-6612	198	15	-	-	ADJ
american_scientific_journal-6612	198	16	university	university	ADJ
american_scientific_journal-6612	198	17	educational	educational	ADJ
american_scientific_journal-6612	198	18	institutions	institution	NOUN
american_scientific_journal-6612	198	19	for	for	ADP
american_scientific_journal-6612	198	20	the	the	DET
american_scientific_journal-6612	198	21	financial	financial	ADJ
american_scientific_journal-6612	198	22	year	year	NOUN
american_scientific_journal-6612	198	23	ended	end	VERB
american_scientific_journal-6612	198	24	31	31	NUM
american_scientific_journal-6612	198	25	december	december	PROPN
american_scientific_journal-6612	198	26	2019	2019	NUM
american_scientific_journal-6612	199	1	[	[	X
american_scientific_journal-6612	199	2	9	9	NUM
american_scientific_journal-6612	199	3	]	]	PUNCT
american_scientific_journal-6612	199	4	.	.	PUNCT
american_scientific_journal-6612	200	1	chard	chard	PROPN
american_scientific_journal-6612	200	2	,	,	PUNCT
american_scientific_journal-6612	200	3	james	james	PROPN
american_scientific_journal-6612	200	4	,	,	PUNCT
american_scientific_journal-6612	200	5	et	et	PROPN
american_scientific_journal-6612	200	6	al	al	PROPN
american_scientific_journal-6612	200	7	.	.	PUNCT
american_scientific_journal-6612	201	1	(	(	PUNCT
american_scientific_journal-6612	201	2	2008	2008	NUM
american_scientific_journal-6612	201	3	):	):	PUNCT
american_scientific_journal-6612	201	4	―body	―body	NOUN
american_scientific_journal-6612	201	5	beautiful	beautiful	ADJ
american_scientific_journal-6612	201	6	or	or	CCONJ
american_scientific_journal-6612	201	7	vile	vile	ADJ
american_scientific_journal-6612	201	8	bodies	body	NOUN
american_scientific_journal-6612	201	9	?	?	PUNCT
american_scientific_journal-6612	202	1	central	central	ADJ
american_scientific_journal-6612	202	2	purchasing	purchasing	NOUN
american_scientific_journal-6612	202	3	in	in	ADP
american_scientific_journal-6612	202	4	the	the	DET
american_scientific_journal-6612	202	5	uk‖	uk‖	PROPN
american_scientific_journal-6612	202	6	,	,	PUNCT
american_scientific_journal-6612	202	7	public	public	ADJ
american_scientific_journal-6612	202	8	procurement	procurement	NOUN
american_scientific_journal-6612	202	9	law	law	NOUN
american_scientific_journal-6612	202	10	review	review	NOUN
american_scientific_journal-6612	202	11	,	,	PUNCT
american_scientific_journal-6612	202	12	17(2	17(2	NUM
american_scientific_journal-6612	202	13	)	)	PUNCT
american_scientific_journal-6612	202	14	,	,	PUNCT
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american_scientific_journal-6612	202	16	-	-	PUNCT
american_scientific_journal-6612	202	17	34	34	NUM
american_scientific_journal-6612	202	18	.	.	PUNCT
american_scientific_journal-6612	203	1	[	[	X
american_scientific_journal-6612	203	2	10	10	NUM
american_scientific_journal-6612	203	3	]	]	PUNCT
american_scientific_journal-6612	203	4	.	.	PUNCT
american_scientific_journal-6612	204	1	risvig	risvig	PROPN
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american_scientific_journal-6612	204	3	,	,	PUNCT
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american_scientific_journal-6612	204	5	(	(	PUNCT
american_scientific_journal-6612	204	6	2014	2014	NUM
american_scientific_journal-6612	204	7	):	):	PUNCT
american_scientific_journal-6612	204	8	―regular	―regular	ADV
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american_scientific_journal-6612	204	13	:	:	PUNCT
american_scientific_journal-6612	204	14	the	the	DET
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american_scientific_journal-6612	204	16	in	in	ADP
american_scientific_journal-6612	204	17	the	the	DET
american_scientific_journal-6612	204	18	new	new	ADJ
american_scientific_journal-6612	204	19	public	public	ADJ
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american_scientific_journal-6612	204	25	,	,	PUNCT
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american_scientific_journal-6612	204	28	systems	system	NOUN
american_scientific_journal-6612	204	29	and	and	CCONJ
american_scientific_journal-6612	204	30	central	central	ADJ
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american_scientific_journal-6612	204	32	bodies‖	bodies‖	PROPN
american_scientific_journal-6612	204	33	,	,	PUNCT
american_scientific_journal-6612	204	34	public	public	ADJ
american_scientific_journal-6612	204	35	procurement	procurement	NOUN
american_scientific_journal-6612	204	36	law	law	NOUN
american_scientific_journal-6612	204	37	review	review	NOUN
american_scientific_journal-6612	204	38	,	,	PUNCT
american_scientific_journal-6612	204	39	23(4	23(4	NOUN
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american_scientific_journal-6612	204	41	,	,	PUNCT
american_scientific_journal-6612	204	42	201	201	NUM
american_scientific_journal-6612	204	43	-	-	SYM
american_scientific_journal-6612	204	44	210	210	NUM
american_scientific_journal-6612	204	45	.	.	PUNCT
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american_scientific_journal-6612	205	2	11	11	NUM
american_scientific_journal-6612	205	3	]	]	PUNCT
american_scientific_journal-6612	205	4	.	.	PUNCT
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american_scientific_journal-6612	206	2	,	,	PUNCT
american_scientific_journal-6612	206	3	gabriella	gabriella	PROPN
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american_scientific_journal-6612	206	5	et	et	PROPN
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american_scientific_journal-6612	206	7	(	(	PUNCT
american_scientific_journal-6612	206	8	2010	2010	NUM
american_scientific_journal-6612	206	9	):	):	PUNCT
american_scientific_journal-6612	206	10	the	the	DET
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american_scientific_journal-6612	206	14	in	in	ADP
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american_scientific_journal-6612	206	19	public	public	ADJ
american_scientific_journal-6612	206	20	procurement	procurement	NOUN
american_scientific_journal-6612	206	21	:	:	PUNCT
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american_scientific_journal-6612	206	39	law	law	NOUN
american_scientific_journal-6612	206	40	in	in	ADP
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american_scientific_journal-6612	207	1	a	a	DET
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american_scientific_journal-6612	207	5	'	'	PUNCT
american_scientific_journal-6612	207	6	,	,	PUNCT
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american_scientific_journal-6612	207	17	jean	jean	PROPN
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american_scientific_journal-6612	207	20	of	of	ADP
american_scientific_journal-6612	207	21	nyu	nyu	PROPN
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american_scientific_journal-6612	207	23	of	of	ADP
american_scientific_journal-6612	207	24	law	law	NOUN
american_scientific_journal-6612	207	25	,	,	PUNCT
american_scientific_journal-6612	207	26	2010	2010	NUM
american_scientific_journal-6612	207	27	)	)	PUNCT
american_scientific_journal-6612	207	28	.	.	PUNCT
american_scientific_journal-6612	208	1	available	available	ADJ
american_scientific_journal-6612	208	2	at	at	ADP
american_scientific_journal-6612	208	3	:	:	PUNCT
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american_scientific_journal-6612	208	7	5	5	NUM
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american_scientific_journal-6612	208	11	.	.	PUNCT
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american_scientific_journal-6612	209	4	.	.	PUNCT
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american_scientific_journal-6612	210	5	.	.	PUNCT
american_scientific_journal-6612	211	1	the	the	DET
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american_scientific_journal-6612	211	3	of	of	ADP
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american_scientific_journal-6612	211	9	and	and	CCONJ
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american_scientific_journal-6612	211	15	.	.	PUNCT
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american_scientific_journal-6612	212	2	:	:	PUNCT
american_scientific_journal-6612	213	1	oecd	oecd	PROPN
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american_scientific_journal-6612	213	4	.	.	PUNCT
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american_scientific_journal-6612	214	4	.	.	PUNCT
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american_scientific_journal-6612	215	5	.	.	PUNCT
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american_scientific_journal-6612	216	7	.	.	PUNCT
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american_scientific_journal-6612	218	2	,	,	PUNCT
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american_scientific_journal-6612	219	2	.	.	PUNCT
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american_scientific_journal-6612	220	2	-	-	SYM
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american_scientific_journal-6612	220	4	.	.	PUNCT
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american_scientific_journal-6612	221	4	.	.	PUNCT
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american_scientific_journal-6612	222	2	,	,	PUNCT
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american_scientific_journal-6612	222	4	,	,	PUNCT
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american_scientific_journal-6612	222	7	):	):	PUNCT
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american_scientific_journal-6612	222	10	:	:	PUNCT
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american_scientific_journal-6612	222	20	law	law	NOUN
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american_scientific_journal-6612	222	22	economics	economic	NOUN
american_scientific_journal-6612	222	23	(	(	PUNCT
american_scientific_journal-6612	222	24	research	research	NOUN
american_scientific_journal-6612	222	25	in	in	ADP
american_scientific_journal-6612	222	26	law	law	NOUN
american_scientific_journal-6612	222	27	and	and	CCONJ
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american_scientific_journal-6612	222	29	,	,	PUNCT
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american_scientific_journal-6612	222	31	22	22	NUM
american_scientific_journal-6612	222	32	)	)	PUNCT
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american_scientific_journal-6612	222	35	,	,	PUNCT
american_scientific_journal-6612	222	36	bingley	bingley	PROPN
american_scientific_journal-6612	222	37	,	,	PUNCT
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american_scientific_journal-6612	222	39	.	.	PUNCT
american_scientific_journal-6612	223	1	17	17	NUM
american_scientific_journal-6612	223	2	-	-	SYM
american_scientific_journal-6612	223	3	40	40	NUM
american_scientific_journal-6612	223	4	.	.	PUNCT
american_scientific_journal-6612	224	1	[	[	X
american_scientific_journal-6612	224	2	15	15	NUM
american_scientific_journal-6612	224	3	]	]	PUNCT
american_scientific_journal-6612	224	4	.	.	PUNCT
american_scientific_journal-6612	225	1	kee	kee	PROPN
american_scientific_journal-6612	225	2	,	,	PUNCT
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american_scientific_journal-6612	225	4	and	and	CCONJ
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american_scientific_journal-6612	225	6	,	,	PUNCT
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american_scientific_journal-6612	225	8	(	(	PUNCT
american_scientific_journal-6612	225	9	2002	2002	NUM
american_scientific_journal-6612	225	10	)	)	PUNCT
american_scientific_journal-6612	225	11	‗innovative	‗innovative	PART
american_scientific_journal-6612	225	12	practices	practice	NOUN
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american_scientific_journal-6612	225	14	public	public	ADJ
american_scientific_journal-6612	225	15	procurement	procurement	NOUN
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american_scientific_journal-6612	225	17	:	:	PUNCT
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american_scientific_journal-6612	225	20	of	of	ADP
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american_scientific_journal-6612	225	22	usa	usa	PROPN
american_scientific_journal-6612	225	23	‘	'	PUNCT
american_scientific_journal-6612	225	24	,	,	PUNCT
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american_scientific_journal-6612	225	26	of	of	ADP
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american_scientific_journal-6612	225	28	and	and	CCONJ
american_scientific_journal-6612	225	29	supply	supply	NOUN
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american_scientific_journal-6612	225	31	,	,	PUNCT
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american_scientific_journal-6612	225	33	.	.	PROPN
american_scientific_journal-6612	225	34	11	11	NUM
american_scientific_journal-6612	225	35	,	,	PUNCT
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american_scientific_journal-6612	225	37	.	.	PROPN
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american_scientific_journal-6612	225	39	,	,	PUNCT
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american_scientific_journal-6612	225	41	.	.	PUNCT
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american_scientific_journal-6612	226	2	16	16	NUM
american_scientific_journal-6612	226	3	]	]	PUNCT
american_scientific_journal-6612	226	4	.	.	PUNCT
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american_scientific_journal-6612	227	2	,	,	PUNCT
american_scientific_journal-6612	227	3	r.	r.	PROPN
american_scientific_journal-6612	227	4	p.	p.	PROPN
american_scientific_journal-6612	227	5	,	,	PUNCT
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american_scientific_journal-6612	227	8	,	,	PUNCT
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american_scientific_journal-6612	227	10	(	(	PUNCT
american_scientific_journal-6612	227	11	2012	2012	NUM
american_scientific_journal-6612	227	12	)	)	PUNCT
american_scientific_journal-6612	227	13	.	.	PUNCT
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american_scientific_journal-6612	228	2	,	,	PUNCT
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american_scientific_journal-6612	228	4	,	,	PUNCT
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american_scientific_journal-6612	228	7	of	of	ADP
american_scientific_journal-6612	228	8	structural	structural	ADJ
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american_scientific_journal-6612	228	10	models	model	NOUN
american_scientific_journal-6612	228	11	.	.	PUNCT
american_scientific_journal-6612	229	1	journal	journal	NOUN
american_scientific_journal-6612	229	2	of	of	ADP
american_scientific_journal-6612	229	3	the	the	DET
american_scientific_journal-6612	229	4	academy	academy	NOUN
american_scientific_journal-6612	229	5	of	of	ADP
american_scientific_journal-6612	229	6	marketing	marketing	NOUN
american_scientific_journal-6612	229	7	science	science	NOUN
american_scientific_journal-6612	229	8	40(1):8	40(1):8	PROPN
american_scientific_journal-6612	229	9	-	-	SYM
american_scientific_journal-6612	229	10	34	34	NUM
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american_scientific_journal-6612	230	2	17	17	NUM
american_scientific_journal-6612	230	3	]	]	PUNCT
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american_scientific_journal-6612	231	7	,	,	PUNCT
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american_scientific_journal-6612	231	10	(	(	PUNCT
american_scientific_journal-6612	231	11	1994	1994	NUM
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american_scientific_journal-6612	231	13	.	.	PUNCT
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american_scientific_journal-6612	232	3	of	of	ADP
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american_scientific_journal-6612	232	5	.	.	PUNCT
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american_scientific_journal-6612	233	3	,	,	PUNCT
american_scientific_journal-6612	233	4	3	3	NUM
american_scientific_journal-6612	233	5	,	,	PUNCT
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american_scientific_journal-6612	233	7	,	,	PUNCT
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american_scientific_journal-6612	233	10	,	,	PUNCT
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american_scientific_journal-6612	233	12	,	,	PUNCT
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american_scientific_journal-6612	233	15	,	,	PUNCT
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american_scientific_journal-6612	233	20	&	&	CCONJ
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american_scientific_journal-6612	233	22	,	,	PUNCT
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american_scientific_journal-6612	234	4	:	:	PUNCT
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american_scientific_journal-6612	234	8	.	.	PUNCT
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american_scientific_journal-6612	235	3	.	.	PUNCT
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american_scientific_journal-6612	235	13	,	,	PUNCT
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american_scientific_journal-6612	235	15	:	:	PUNCT
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american_scientific_journal-6612	235	17	.	.	PUNCT
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american_scientific_journal-6612	236	4	.	.	PUNCT
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american_scientific_journal-6612	237	2	,	,	PUNCT
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american_scientific_journal-6612	237	4	.	.	PROPN
american_scientific_journal-6612	237	5	,	,	PUNCT
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american_scientific_journal-6612	237	7	,	,	PUNCT
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american_scientific_journal-6612	237	9	.	.	PROPN
american_scientific_journal-6612	237	10	,	,	PUNCT
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american_scientific_journal-6612	237	17	,	,	PUNCT
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american_scientific_journal-6612	237	23	.	.	PUNCT
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american_scientific_journal-6612	238	4	:	:	PUNCT
american_scientific_journal-6612	238	5	a	a	DET
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american_scientific_journal-6612	238	8	.	.	PUNCT
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american_scientific_journal-6612	239	13	,	,	PUNCT
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american_scientific_journal-6612	239	15	:	:	PUNCT
american_scientific_journal-6612	239	16	734	734	NUM
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american_scientific_journal-6612	240	4	.	.	PUNCT
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american_scientific_journal-6612	241	2	,	,	PUNCT
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american_scientific_journal-6612	241	4	,	,	PUNCT
american_scientific_journal-6612	241	5	&	&	CCONJ
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american_scientific_journal-6612	241	7	,	,	PUNCT
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american_scientific_journal-6612	241	13	.	.	PUNCT
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american_scientific_journal-6612	242	4	models	model	NOUN
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american_scientific_journal-6612	242	16	,	,	PUNCT
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american_scientific_journal-6612	242	40	.	.	PUNCT
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american_scientific_journal-6612	243	10	–	–	PUNCT
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american_scientific_journal-6612	245	4	.	.	PUNCT
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american_scientific_journal-6612	246	5	,	,	PUNCT
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american_scientific_journal-6612	246	17	,	,	PUNCT
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american_scientific_journal-6612	246	30	equation	equation	NOUN
american_scientific_journal-6612	246	31	modeling	modeling	NOUN
american_scientific_journal-6612	246	32	,	,	PUNCT
american_scientific_journal-6612	246	33	sage	sage	NOUN
american_scientific_journal-6612	246	34	,	,	PUNCT
american_scientific_journal-6612	246	35	thousand	thousand	NUM
american_scientific_journal-6612	246	36	oaks	oak	NOUN
american_scientific_journal-6612	246	37	,	,	PUNCT
american_scientific_journal-6612	246	38	ca	ca	NOUN
american_scientific_journal-6612	246	39	.	.	PUNCT
american_scientific_journal-6612	247	1	[	[	X
american_scientific_journal-6612	247	2	21	21	NUM
american_scientific_journal-6612	247	3	]	]	PUNCT
american_scientific_journal-6612	247	4	.	.	PUNCT
american_scientific_journal-6612	248	1	pallant	pallant	PROPN
american_scientific_journal-6612	248	2	,	,	PUNCT
american_scientific_journal-6612	248	3	j.	j.	PROPN
american_scientific_journal-6612	248	4	(	(	PUNCT
american_scientific_journal-6612	248	5	2007	2007	NUM
american_scientific_journal-6612	248	6	)	)	PUNCT
american_scientific_journal-6612	248	7	.	.	PUNCT
american_scientific_journal-6612	249	1	spss	spss	PROPN
american_scientific_journal-6612	249	2	survival	survival	PROPN
american_scientific_journal-6612	249	3	manual	manual	NOUN
american_scientific_journal-6612	249	4	—	—	PUNCT
american_scientific_journal-6612	249	5	a	a	DET
american_scientific_journal-6612	249	6	step	step	NOUN
american_scientific_journal-6612	249	7	by	by	ADP
american_scientific_journal-6612	249	8	step	step	NOUN
american_scientific_journal-6612	249	9	guide	guide	NOUN
american_scientific_journal-6612	249	10	to	to	ADP
american_scientific_journal-6612	249	11	data	datum	NOUN
american_scientific_journal-6612	249	12	analysis	analysis	NOUN
american_scientific_journal-6612	249	13	using	use	VERB
american_scientific_journal-6612	249	14	spss	spss	PROPN
american_scientific_journal-6612	249	15	for	for	ADP
american_scientific_journal-6612	249	16	windows	window	NOUN
american_scientific_journal-6612	249	17	(	(	PUNCT
american_scientific_journal-6612	249	18	3rd	3rd	ADJ
american_scientific_journal-6612	249	19	ed	ed	NOUN
american_scientific_journal-6612	249	20	.	.	PUNCT
american_scientific_journal-6612	249	21	)	)	PUNCT
american_scientific_journal-6612	249	22	.	.	PUNCT
american_scientific_journal-6612	250	1	maidenhead	maidenhead	PROPN
american_scientific_journal-6612	250	2	:	:	PUNCT
american_scientific_journal-6612	251	1	open	open	ADJ
american_scientific_journal-6612	251	2	university	university	NOUN
american_scientific_journal-6612	251	3	press	press	NOUN
american_scientific_journal-6612	251	4	.	.	PUNCT
american_scientific_journal-6612	252	1	[	[	X
american_scientific_journal-6612	252	2	22	22	NUM
american_scientific_journal-6612	252	3	]	]	PUNCT
american_scientific_journal-6612	252	4	.	.	PUNCT
american_scientific_journal-6612	253	1	mackinnon	mackinnon	PROPN
american_scientific_journal-6612	253	2	dp	dp	PROPN
american_scientific_journal-6612	253	3	.	.	PROPN
american_scientific_journal-6612	253	4	2000	2000	NUM
american_scientific_journal-6612	253	5	.	.	PUNCT
american_scientific_journal-6612	254	1	contrasts	contrast	VERB
american_scientific_journal-6612	254	2	in	in	ADP
american_scientific_journal-6612	254	3	multiple	multiple	ADJ
american_scientific_journal-6612	254	4	mediator	mediator	NOUN
american_scientific_journal-6612	254	5	models	model	NOUN
american_scientific_journal-6612	254	6	.	.	PUNCT
american_scientific_journal-6612	255	1	in	in	ADP
american_scientific_journal-6612	255	2	multivariate	multivariate	NOUN
american_scientific_journal-6612	255	3	applications	application	NOUN
american_scientific_journal-6612	255	4	in	in	ADP
american_scientific_journal-6612	255	5	substance	substance	NOUN
american_scientific_journal-6612	255	6	use	use	NOUN
american_scientific_journal-6612	255	7	research	research	NOUN
american_scientific_journal-6612	255	8	:	:	PUNCT
american_scientific_journal-6612	255	9	new	new	ADJ
american_scientific_journal-6612	255	10	methods	method	NOUN
american_scientific_journal-6612	255	11	for	for	ADP
american_scientific_journal-6612	255	12	new	new	ADJ
american_scientific_journal-6612	255	13	questions	question	NOUN
american_scientific_journal-6612	255	14	ed	ed	NOUN
american_scientific_journal-6612	255	15	.	.	PUNCT
american_scientific_journal-6612	255	16	js	js	PROPN
american_scientific_journal-6612	255	17	rose	rise	VERB
american_scientific_journal-6612	255	18	,	,	PUNCT
american_scientific_journal-6612	255	19	l	l	NOUN
american_scientific_journal-6612	255	20	chassin	chassin	NOUN
american_scientific_journal-6612	255	21	,	,	PUNCT
american_scientific_journal-6612	255	22	cc	cc	ADP
american_scientific_journal-6612	255	23	presson	presson	PROPN
american_scientific_journal-6612	255	24	,	,	PUNCT
american_scientific_journal-6612	255	25	sj	sj	PROPN
american_scientific_journal-6612	255	26	sherman	sherman	PROPN
american_scientific_journal-6612	255	27	,	,	PUNCT
american_scientific_journal-6612	255	28	pp	pp	PROPN
american_scientific_journal-6612	255	29	.	.	PUNCT
american_scientific_journal-6612	256	1	141–60	141–60	PROPN
american_scientific_journal-6612	256	2	.	.	PUNCT
american_scientific_journal-6612	257	1	mahwah	mahwah	PROPN
american_scientific_journal-6612	257	2	,	,	PUNCT
american_scientific_journal-6612	257	3	nj	nj	PROPN
american_scientific_journal-6612	257	4	:	:	PUNCT
american_scientific_journal-6612	257	5	erlbaum	erlbaum	PROPN
american_scientific_journal-6612	257	6	[	[	X
american_scientific_journal-6612	257	7	23	23	NUM
american_scientific_journal-6612	257	8	]	]	PUNCT
american_scientific_journal-6612	257	9	.	.	PUNCT
american_scientific_journal-6612	258	1	baron	baron	PROPN
american_scientific_journal-6612	258	2	rm	rm	PROPN
american_scientific_journal-6612	258	3	,	,	PUNCT
american_scientific_journal-6612	258	4	kenny	kenny	PROPN
american_scientific_journal-6612	258	5	da	da	PROPN
american_scientific_journal-6612	258	6	.	.	PROPN
american_scientific_journal-6612	258	7	1986	1986	NUM
american_scientific_journal-6612	258	8	.	.	PUNCT
american_scientific_journal-6612	259	1	the	the	DET
american_scientific_journal-6612	259	2	moderator	moderator	NOUN
american_scientific_journal-6612	259	3	-	-	PUNCT
american_scientific_journal-6612	259	4	mediator	mediator	NOUN
american_scientific_journal-6612	259	5	variable	variable	ADJ
american_scientific_journal-6612	259	6	distinction	distinction	NOUN
american_scientific_journal-6612	259	7	in	in	ADP
american_scientific_journal-6612	259	8	social	social	ADJ
american_scientific_journal-6612	259	9	psychological	psychological	ADJ
american_scientific_journal-6612	259	10	research	research	NOUN
american_scientific_journal-6612	259	11	:	:	PUNCT
american_scientific_journal-6612	259	12	conceptual	conceptual	ADJ
american_scientific_journal-6612	259	13	,	,	PUNCT
american_scientific_journal-6612	259	14	strategic	strategic	ADJ
american_scientific_journal-6612	259	15	,	,	PUNCT
american_scientific_journal-6612	259	16	and	and	CCONJ
american_scientific_journal-6612	259	17	statistical	statistical	ADJ
american_scientific_journal-6612	259	18	considerations	consideration	NOUN
american_scientific_journal-6612	259	19	.	.	PUNCT
american_scientific_journal-6612	260	1	j.	j.	PROPN
american_scientific_journal-6612	260	2	personal	personal	PROPN
american_scientific_journal-6612	260	3	.	.	PUNCT
american_scientific_journal-6612	260	4	soc	soc	PROPN
american_scientific_journal-6612	260	5	.	.	PUNCT
american_scientific_journal-6612	261	1	psychol	psychol	NOUN
american_scientific_journal-6612	261	2	.	.	PUNCT
american_scientific_journal-6612	262	1	51:1173–82	51:1173–82	NUM
american_scientific_journal-6612	262	2	https://psycnet.apa.org/doi/10.2307/3151312	https://psycnet.apa.org/doi/10.2307/3151312	PROPN