id	sid	tid	token	lemma	pos
american_scientific_journal-1575	1	1	235	235	NUM
american_scientific_journal-1575	1	2	american	american	ADJ
american_scientific_journal-1575	1	3	scientific	scientific	ADJ
american_scientific_journal-1575	1	4	research	research	NOUN
american_scientific_journal-1575	1	5	journal	journal	NOUN
american_scientific_journal-1575	1	6	for	for	ADP
american_scientific_journal-1575	1	7	engineering	engineering	NOUN
american_scientific_journal-1575	1	8	,	,	PUNCT
american_scientific_journal-1575	1	9	technology	technology	NOUN
american_scientific_journal-1575	1	10	,	,	PUNCT
american_scientific_journal-1575	1	11	and	and	CCONJ
american_scientific_journal-1575	1	12	sciences	science	NOUN
american_scientific_journal-1575	1	13	(	(	PUNCT
american_scientific_journal-1575	1	14	asrjets	asrjet	NOUN
american_scientific_journal-1575	1	15	)	)	PUNCT
american_scientific_journal-1575	1	16	issn	issn	PROPN
american_scientific_journal-1575	1	17	(	(	PUNCT
american_scientific_journal-1575	1	18	print	print	NOUN
american_scientific_journal-1575	1	19	)	)	PUNCT
american_scientific_journal-1575	1	20	2313	2313	NUM
american_scientific_journal-1575	1	21	-	-	SYM
american_scientific_journal-1575	1	22	4410	4410	NUM
american_scientific_journal-1575	1	23	,	,	PUNCT
american_scientific_journal-1575	1	24	issn	issn	PROPN
american_scientific_journal-1575	1	25	(	(	PUNCT
american_scientific_journal-1575	1	26	online	online	ADJ
american_scientific_journal-1575	1	27	)	)	PUNCT
american_scientific_journal-1575	1	28	2313	2313	NUM
american_scientific_journal-1575	1	29	-	-	SYM
american_scientific_journal-1575	1	30	4402	4402	NUM
american_scientific_journal-1575	1	31	©	©	PROPN
american_scientific_journal-1575	1	32	global	global	ADJ
american_scientific_journal-1575	1	33	society	society	NOUN
american_scientific_journal-1575	1	34	of	of	ADP
american_scientific_journal-1575	1	35	scientific	scientific	ADJ
american_scientific_journal-1575	1	36	research	research	NOUN
american_scientific_journal-1575	1	37	and	and	CCONJ
american_scientific_journal-1575	1	38	researchers	researcher	NOUN
american_scientific_journal-1575	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-1575	1	40	artisan	artisan	ADJ
american_scientific_journal-1575	1	41	gaps	gap	NOUN
american_scientific_journal-1575	1	42	in	in	ADP
american_scientific_journal-1575	1	43	the	the	DET
american_scientific_journal-1575	1	44	construction	construction	NOUN
american_scientific_journal-1575	1	45	industry	industry	NOUN
american_scientific_journal-1575	1	46	in	in	ADP
american_scientific_journal-1575	1	47	zambia	zambia	PROPN
american_scientific_journal-1575	1	48	chanda	chanda	PROPN
american_scientific_journal-1575	1	49	kaomaa	kaomaa	PROPN
american_scientific_journal-1575	1	50	*	*	PROPN
american_scientific_journal-1575	1	51	,	,	PUNCT
american_scientific_journal-1575	1	52	mundia	mundia	NOUN
american_scientific_journal-1575	1	53	muyab	muyab	NOUN
american_scientific_journal-1575	1	54	adepartment	adepartment	NOUN
american_scientific_journal-1575	1	55	of	of	ADP
american_scientific_journal-1575	1	56	civil	civil	ADJ
american_scientific_journal-1575	1	57	and	and	CCONJ
american_scientific_journal-1575	1	58	environmental	environmental	ADJ
american_scientific_journal-1575	1	59	engineering	engineering	NOUN
american_scientific_journal-1575	1	60	,	,	PUNCT
american_scientific_journal-1575	1	61	school	school	NOUN
american_scientific_journal-1575	1	62	of	of	ADP
american_scientific_journal-1575	1	63	engineering	engineering	NOUN
american_scientific_journal-1575	1	64	,	,	PUNCT
american_scientific_journal-1575	1	65	university	university	PROPN
american_scientific_journal-1575	1	66	of	of	ADP
american_scientific_journal-1575	1	67	zambia	zambia	PROPN
american_scientific_journal-1575	1	68	p.o	p.o	PROPN
american_scientific_journal-1575	1	69	box32379	box32379	PROPN
american_scientific_journal-1575	1	70	,	,	PUNCT
american_scientific_journal-1575	1	71	lusaka	lusaka	PROPN
american_scientific_journal-1575	1	72	,	,	PUNCT
american_scientific_journal-1575	1	73	zambia	zambia	PROPN
american_scientific_journal-1575	1	74	bdean	bdean	PROPN
american_scientific_journal-1575	1	75	’s	’s	PART
american_scientific_journal-1575	1	76	office	office	NOUN
american_scientific_journal-1575	1	77	,	,	PUNCT
american_scientific_journal-1575	1	78	school	school	NOUN
american_scientific_journal-1575	1	79	of	of	ADP
american_scientific_journal-1575	1	80	engineering	engineering	NOUN
american_scientific_journal-1575	1	81	,	,	PUNCT
american_scientific_journal-1575	1	82	university	university	PROPN
american_scientific_journal-1575	1	83	of	of	ADP
american_scientific_journal-1575	1	84	zambia	zambia	PROPN
american_scientific_journal-1575	1	85	p.o	p.o	PROPN
american_scientific_journal-1575	1	86	box	box	PROPN
american_scientific_journal-1575	1	87	32379	32379	NUM
american_scientific_journal-1575	1	88	,	,	PUNCT
american_scientific_journal-1575	1	89	lusaka	lusaka	PROPN
american_scientific_journal-1575	1	90	,	,	PUNCT
american_scientific_journal-1575	1	91	zambia	zambia	PROPN
american_scientific_journal-1575	1	92	aemail	aemail	NOUN
american_scientific_journal-1575	1	93	:	:	PUNCT
american_scientific_journal-1575	1	94	kaomachanda@yahoo.com	kaomachanda@yahoo.com	X
american_scientific_journal-1575	1	95	bemail	bemail	NOUN
american_scientific_journal-1575	1	96	:	:	PUNCT
american_scientific_journal-1575	1	97	mmuya@unza.zm	mmuya@unza.zm	VERB
american_scientific_journal-1575	1	98	abstract	abstract	ADJ
american_scientific_journal-1575	1	99	the	the	DET
american_scientific_journal-1575	1	100	construction	construction	NOUN
american_scientific_journal-1575	1	101	industry	industry	NOUN
american_scientific_journal-1575	1	102	in	in	ADP
american_scientific_journal-1575	1	103	zambia	zambia	PROPN
american_scientific_journal-1575	1	104	grew	grow	VERB
american_scientific_journal-1575	1	105	rapidly	rapidly	ADV
american_scientific_journal-1575	1	106	in	in	ADP
american_scientific_journal-1575	1	107	the	the	DET
american_scientific_journal-1575	1	108	last	last	ADJ
american_scientific_journal-1575	1	109	decade	decade	NOUN
american_scientific_journal-1575	1	110	.	.	PUNCT
american_scientific_journal-1575	2	1	the	the	DET
american_scientific_journal-1575	2	2	growth	growth	NOUN
american_scientific_journal-1575	2	3	in	in	ADP
american_scientific_journal-1575	2	4	infrastructure	infrastructure	NOUN
american_scientific_journal-1575	2	5	development	development	NOUN
american_scientific_journal-1575	2	6	resulted	result	VERB
american_scientific_journal-1575	2	7	in	in	ADP
american_scientific_journal-1575	2	8	construction	construction	NOUN
american_scientific_journal-1575	2	9	boom	boom	NOUN
american_scientific_journal-1575	2	10	.	.	PUNCT
american_scientific_journal-1575	3	1	the	the	DET
american_scientific_journal-1575	3	2	boom	boom	NOUN
american_scientific_journal-1575	3	3	had	have	AUX
american_scientific_journal-1575	3	4	catalysed	catalyse	VERB
american_scientific_journal-1575	3	5	increased	increase	VERB
american_scientific_journal-1575	3	6	demand	demand	NOUN
american_scientific_journal-1575	3	7	for	for	ADP
american_scientific_journal-1575	3	8	construction	construction	NOUN
american_scientific_journal-1575	3	9	artisans	artisan	NOUN
american_scientific_journal-1575	3	10	.	.	PUNCT
american_scientific_journal-1575	4	1	hiring	hire	VERB
american_scientific_journal-1575	4	2	artisans	artisan	NOUN
american_scientific_journal-1575	4	3	with	with	ADP
american_scientific_journal-1575	4	4	the	the	DET
american_scientific_journal-1575	4	5	right	right	ADJ
american_scientific_journal-1575	4	6	skills	skill	NOUN
american_scientific_journal-1575	4	7	,	,	PUNCT
american_scientific_journal-1575	4	8	and	and	CCONJ
american_scientific_journal-1575	4	9	experience	experience	NOUN
american_scientific_journal-1575	4	10	has	have	AUX
american_scientific_journal-1575	4	11	been	be	AUX
american_scientific_journal-1575	4	12	an	an	DET
american_scientific_journal-1575	4	13	ongoing	ongoing	ADJ
american_scientific_journal-1575	4	14	challenge	challenge	NOUN
american_scientific_journal-1575	4	15	.	.	PUNCT
american_scientific_journal-1575	5	1	contractors	contractor	NOUN
american_scientific_journal-1575	5	2	need	need	VERB
american_scientific_journal-1575	5	3	good	good	ADJ
american_scientific_journal-1575	5	4	skilled	skilled	ADJ
american_scientific_journal-1575	5	5	artisans	artisan	NOUN
american_scientific_journal-1575	5	6	to	to	PART
american_scientific_journal-1575	5	7	effectively	effectively	ADV
american_scientific_journal-1575	5	8	deliver	deliver	VERB
american_scientific_journal-1575	5	9	projects	project	NOUN
american_scientific_journal-1575	5	10	of	of	ADP
american_scientific_journal-1575	5	11	high	high	ADJ
american_scientific_journal-1575	5	12	quality	quality	NOUN
american_scientific_journal-1575	5	13	.	.	PUNCT
american_scientific_journal-1575	6	1	the	the	DET
american_scientific_journal-1575	6	2	purpose	purpose	NOUN
american_scientific_journal-1575	6	3	of	of	ADP
american_scientific_journal-1575	6	4	the	the	DET
american_scientific_journal-1575	6	5	study	study	NOUN
american_scientific_journal-1575	6	6	reported	report	VERB
american_scientific_journal-1575	6	7	in	in	ADP
american_scientific_journal-1575	6	8	this	this	DET
american_scientific_journal-1575	6	9	paper	paper	NOUN
american_scientific_journal-1575	6	10	was	be	AUX
american_scientific_journal-1575	6	11	to	to	PART
american_scientific_journal-1575	6	12	develop	develop	VERB
american_scientific_journal-1575	6	13	a	a	DET
american_scientific_journal-1575	6	14	training	training	NOUN
american_scientific_journal-1575	6	15	model	model	NOUN
american_scientific_journal-1575	6	16	that	that	PRON
american_scientific_journal-1575	6	17	enhances	enhance	VERB
american_scientific_journal-1575	6	18	effective	effective	ADJ
american_scientific_journal-1575	6	19	skilled	skilled	ADJ
american_scientific_journal-1575	6	20	labour	labour	NOUN
american_scientific_journal-1575	6	21	supply	supply	NOUN
american_scientific_journal-1575	6	22	to	to	ADP
american_scientific_journal-1575	6	23	the	the	DET
american_scientific_journal-1575	6	24	zambian	zambian	ADJ
american_scientific_journal-1575	6	25	construction	construction	NOUN
american_scientific_journal-1575	6	26	industry	industry	NOUN
american_scientific_journal-1575	6	27	by	by	ADP
american_scientific_journal-1575	6	28	establishing	establish	VERB
american_scientific_journal-1575	6	29	factors	factor	NOUN
american_scientific_journal-1575	6	30	that	that	PRON
american_scientific_journal-1575	6	31	lead	lead	VERB
american_scientific_journal-1575	6	32	to	to	ADP
american_scientific_journal-1575	6	33	shortage	shortage	NOUN
american_scientific_journal-1575	6	34	of	of	ADP
american_scientific_journal-1575	6	35	artisans	artisan	NOUN
american_scientific_journal-1575	6	36	and	and	CCONJ
american_scientific_journal-1575	6	37	how	how	SCONJ
american_scientific_journal-1575	6	38	that	that	PRON
american_scientific_journal-1575	6	39	contributes	contribute	VERB
american_scientific_journal-1575	6	40	to	to	ADP
american_scientific_journal-1575	6	41	construction	construction	NOUN
american_scientific_journal-1575	6	42	defects	defect	NOUN
american_scientific_journal-1575	6	43	.	.	PUNCT
american_scientific_journal-1575	7	1	during	during	ADP
american_scientific_journal-1575	7	2	the	the	DET
american_scientific_journal-1575	7	3	study	study	NOUN
american_scientific_journal-1575	7	4	,	,	PUNCT
american_scientific_journal-1575	7	5	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	7	6	training	training	NOUN
american_scientific_journal-1575	7	7	was	be	AUX
american_scientific_journal-1575	7	8	considered	consider	VERB
american_scientific_journal-1575	7	9	and	and	CCONJ
american_scientific_journal-1575	7	10	evaluated	evaluate	VERB
american_scientific_journal-1575	7	11	as	as	ADP
american_scientific_journal-1575	7	12	mitigation	mitigation	NOUN
american_scientific_journal-1575	7	13	pathway	pathway	NOUN
american_scientific_journal-1575	7	14	of	of	ADP
american_scientific_journal-1575	7	15	increasing	increase	VERB
american_scientific_journal-1575	7	16	number	number	NOUN
american_scientific_journal-1575	7	17	of	of	ADP
american_scientific_journal-1575	7	18	artisan	artisan	ADJ
american_scientific_journal-1575	7	19	labour	labour	NOUN
american_scientific_journal-1575	7	20	in	in	ADP
american_scientific_journal-1575	7	21	the	the	DET
american_scientific_journal-1575	7	22	industry	industry	NOUN
american_scientific_journal-1575	7	23	.	.	PUNCT
american_scientific_journal-1575	8	1	interviews	interview	NOUN
american_scientific_journal-1575	8	2	,	,	PUNCT
american_scientific_journal-1575	8	3	a	a	DET
american_scientific_journal-1575	8	4	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	8	5	survey	survey	NOUN
american_scientific_journal-1575	8	6	and	and	CCONJ
american_scientific_journal-1575	8	7	three	three	NUM
american_scientific_journal-1575	8	8	case	case	NOUN
american_scientific_journal-1575	8	9	studies	study	NOUN
american_scientific_journal-1575	8	10	were	be	AUX
american_scientific_journal-1575	8	11	used	use	VERB
american_scientific_journal-1575	8	12	to	to	PART
american_scientific_journal-1575	8	13	collect	collect	VERB
american_scientific_journal-1575	8	14	data	datum	NOUN
american_scientific_journal-1575	8	15	.	.	PUNCT
american_scientific_journal-1575	9	1	stratified	stratify	VERB
american_scientific_journal-1575	9	2	random	random	ADJ
american_scientific_journal-1575	9	3	sampling	sampling	NOUN
american_scientific_journal-1575	9	4	was	be	AUX
american_scientific_journal-1575	9	5	used	use	VERB
american_scientific_journal-1575	9	6	to	to	PART
american_scientific_journal-1575	9	7	treat	treat	VERB
american_scientific_journal-1575	9	8	biasness	biasness	NOUN
american_scientific_journal-1575	9	9	in	in	ADP
american_scientific_journal-1575	9	10	sample	sample	NOUN
american_scientific_journal-1575	9	11	selection	selection	NOUN
american_scientific_journal-1575	9	12	.	.	PUNCT
american_scientific_journal-1575	10	1	the	the	DET
american_scientific_journal-1575	10	2	study	study	NOUN
american_scientific_journal-1575	10	3	established	establish	VERB
american_scientific_journal-1575	10	4	shortage	shortage	NOUN
american_scientific_journal-1575	10	5	of	of	ADP
american_scientific_journal-1575	10	6	artisan	artisan	ADJ
american_scientific_journal-1575	10	7	in	in	ADP
american_scientific_journal-1575	10	8	zambia	zambia	PROPN
american_scientific_journal-1575	10	9	’s	’s	PART
american_scientific_journal-1575	10	10	constructions	construction	NOUN
american_scientific_journal-1575	10	11	industry	industry	NOUN
american_scientific_journal-1575	10	12	among	among	ADP
american_scientific_journal-1575	10	13	tilers	tiler	NOUN
american_scientific_journal-1575	10	14	,	,	PUNCT
american_scientific_journal-1575	10	15	shop	shop	NOUN
american_scientific_journal-1575	10	16	fitters	fitter	NOUN
american_scientific_journal-1575	10	17	,	,	PUNCT
american_scientific_journal-1575	10	18	air	air	NOUN
american_scientific_journal-1575	10	19	-	-	PUNCT
american_scientific_journal-1575	10	20	conditioners	conditioner	NOUN
american_scientific_journal-1575	10	21	technicians	technician	NOUN
american_scientific_journal-1575	10	22	,	,	PUNCT
american_scientific_journal-1575	10	23	plasterers	plasterer	NOUN
american_scientific_journal-1575	10	24	,	,	PUNCT
american_scientific_journal-1575	10	25	carpenters	carpenter	NOUN
american_scientific_journal-1575	10	26	,	,	PUNCT
american_scientific_journal-1575	10	27	plumbers	plumber	NOUN
american_scientific_journal-1575	10	28	,	,	PUNCT
american_scientific_journal-1575	10	29	electricians	electrician	NOUN
american_scientific_journal-1575	10	30	,	,	PUNCT
american_scientific_journal-1575	10	31	steel	steel	NOUN
american_scientific_journal-1575	10	32	fixers	fixer	NOUN
american_scientific_journal-1575	10	33	,	,	PUNCT
american_scientific_journal-1575	10	34	and	and	CCONJ
american_scientific_journal-1575	10	35	steel	steel	NOUN
american_scientific_journal-1575	10	36	fabricators	fabricator	NOUN
american_scientific_journal-1575	10	37	.	.	PUNCT
american_scientific_journal-1575	11	1	identified	identify	VERB
american_scientific_journal-1575	11	2	causes	cause	NOUN
american_scientific_journal-1575	11	3	of	of	ADP
american_scientific_journal-1575	11	4	artisan	artisan	ADJ
american_scientific_journal-1575	11	5	shortages	shortage	NOUN
american_scientific_journal-1575	11	6	included	include	VERB
american_scientific_journal-1575	11	7	:	:	PUNCT
american_scientific_journal-1575	11	8	low	low	ADJ
american_scientific_journal-1575	11	9	number	number	NOUN
american_scientific_journal-1575	11	10	of	of	ADP
american_scientific_journal-1575	11	11	trade	trade	NOUN
american_scientific_journal-1575	11	12	schools	school	NOUN
american_scientific_journal-1575	11	13	and	and	CCONJ
american_scientific_journal-1575	11	14	unattractive	unattractive	ADJ
american_scientific_journal-1575	11	15	conditions	condition	NOUN
american_scientific_journal-1575	11	16	of	of	ADP
american_scientific_journal-1575	11	17	service	service	NOUN
american_scientific_journal-1575	11	18	in	in	ADP
american_scientific_journal-1575	11	19	the	the	DET
american_scientific_journal-1575	11	20	industry	industry	NOUN
american_scientific_journal-1575	11	21	.	.	PUNCT
american_scientific_journal-1575	12	1	the	the	DET
american_scientific_journal-1575	12	2	impacts	impact	NOUN
american_scientific_journal-1575	12	3	of	of	ADP
american_scientific_journal-1575	12	4	artisan	artisan	ADJ
american_scientific_journal-1575	12	5	shortages	shortage	NOUN
american_scientific_journal-1575	12	6	were	be	AUX
american_scientific_journal-1575	12	7	poor	poor	ADJ
american_scientific_journal-1575	12	8	workmanship	workmanship	NOUN
american_scientific_journal-1575	12	9	,	,	PUNCT
american_scientific_journal-1575	12	10	low	low	ADJ
american_scientific_journal-1575	12	11	efficiency	efficiency	NOUN
american_scientific_journal-1575	12	12	and	and	CCONJ
american_scientific_journal-1575	12	13	reduced	reduce	VERB
american_scientific_journal-1575	12	14	effectiveness	effectiveness	NOUN
american_scientific_journal-1575	12	15	of	of	ADP
american_scientific_journal-1575	12	16	construction	construction	NOUN
american_scientific_journal-1575	12	17	industry	industry	NOUN
american_scientific_journal-1575	12	18	workforce	workforce	NOUN
american_scientific_journal-1575	12	19	.	.	PUNCT
american_scientific_journal-1575	13	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	13	2	skills	skill	NOUN
american_scientific_journal-1575	13	3	flow	flow	VERB
american_scientific_journal-1575	13	4	chart	chart	NOUN
american_scientific_journal-1575	13	5	model	model	NOUN
american_scientific_journal-1575	13	6	(	(	PUNCT
american_scientific_journal-1575	13	7	asfm	asfm	NOUN
american_scientific_journal-1575	13	8	)	)	PUNCT
american_scientific_journal-1575	13	9	was	be	AUX
american_scientific_journal-1575	13	10	developed	develop	VERB
american_scientific_journal-1575	13	11	and	and	CCONJ
american_scientific_journal-1575	13	12	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	13	13	has	have	AUX
american_scientific_journal-1575	13	14	been	be	AUX
american_scientific_journal-1575	13	15	recommended	recommend	VERB
american_scientific_journal-1575	13	16	as	as	ADP
american_scientific_journal-1575	13	17	a	a	DET
american_scientific_journal-1575	13	18	possible	possible	ADJ
american_scientific_journal-1575	13	19	approach	approach	NOUN
american_scientific_journal-1575	13	20	to	to	ADP
american_scientific_journal-1575	13	21	alleviating	alleviate	VERB
american_scientific_journal-1575	13	22	artisan	artisan	ADJ
american_scientific_journal-1575	13	23	shortages	shortage	NOUN
american_scientific_journal-1575	13	24	.	.	PUNCT
american_scientific_journal-1575	14	1	implementation	implementation	NOUN
american_scientific_journal-1575	14	2	of	of	ADP
american_scientific_journal-1575	14	3	asfm	asfm	NOUN
american_scientific_journal-1575	14	4	could	could	AUX
american_scientific_journal-1575	14	5	lead	lead	VERB
american_scientific_journal-1575	14	6	to	to	ADP
american_scientific_journal-1575	14	7	more	more	ADV
american_scientific_journal-1575	14	8	skillful	skillful	ADJ
american_scientific_journal-1575	14	9	artisan	artisan	ADJ
american_scientific_journal-1575	14	10	labour	labour	NOUN
american_scientific_journal-1575	14	11	availability	availability	NOUN
american_scientific_journal-1575	14	12	in	in	ADP
american_scientific_journal-1575	14	13	the	the	DET
american_scientific_journal-1575	14	14	industry	industry	NOUN
american_scientific_journal-1575	14	15	and	and	CCONJ
american_scientific_journal-1575	14	16	better	well	ADJ
american_scientific_journal-1575	14	17	productivity	productivity	NOUN
american_scientific_journal-1575	14	18	improvements	improvement	NOUN
american_scientific_journal-1575	14	19	in	in	ADP
american_scientific_journal-1575	14	20	project	project	NOUN
american_scientific_journal-1575	14	21	delivery	delivery	NOUN
american_scientific_journal-1575	14	22	.	.	PUNCT
american_scientific_journal-1575	15	1	-----------------------------------------------------------------	-----------------------------------------------------------------	PUNCT
american_scientific_journal-1575	16	1	*	*	PUNCT
american_scientific_journal-1575	16	2	corresponding	correspond	VERB
american_scientific_journal-1575	16	3	author	author	NOUN
american_scientific_journal-1575	16	4	.	.	PUNCT
american_scientific_journal-1575	17	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-1575	17	2	american	american	PROPN
american_scientific_journal-1575	17	3	scientific	scientific	PROPN
american_scientific_journal-1575	17	4	research	research	NOUN
american_scientific_journal-1575	17	5	journal	journal	NOUN
american_scientific_journal-1575	17	6	for	for	ADP
american_scientific_journal-1575	17	7	engineering	engineering	NOUN
american_scientific_journal-1575	17	8	,	,	PUNCT
american_scientific_journal-1575	17	9	technology	technology	NOUN
american_scientific_journal-1575	17	10	,	,	PUNCT
american_scientific_journal-1575	17	11	and	and	CCONJ
american_scientific_journal-1575	17	12	sciences	science	NOUN
american_scientific_journal-1575	17	13	(	(	PUNCT
american_scientific_journal-1575	17	14	asrjets	asrjet	NOUN
american_scientific_journal-1575	17	15	)	)	PUNCT
american_scientific_journal-1575	17	16	(	(	PUNCT
american_scientific_journal-1575	17	17	2016	2016	NUM
american_scientific_journal-1575	17	18	)	)	PUNCT
american_scientific_journal-1575	17	19	volume	volume	NOUN
american_scientific_journal-1575	17	20	18	18	NUM
american_scientific_journal-1575	17	21	,	,	PUNCT
american_scientific_journal-1575	17	22	no	no	DET
american_scientific_journal-1575	17	23	1	1	NUM
american_scientific_journal-1575	17	24	,	,	PUNCT
american_scientific_journal-1575	17	25	pp	pp	ADV
american_scientific_journal-1575	17	26	235	235	NUM
american_scientific_journal-1575	17	27	-	-	SYM
american_scientific_journal-1575	17	28	251	251	NUM
american_scientific_journal-1575	17	29	236	236	NUM
american_scientific_journal-1575	17	30	the	the	DET
american_scientific_journal-1575	17	31	creation	creation	NOUN
american_scientific_journal-1575	17	32	of	of	ADP
american_scientific_journal-1575	17	33	new	new	ADJ
american_scientific_journal-1575	17	34	talents	talent	NOUN
american_scientific_journal-1575	17	35	through	through	ADP
american_scientific_journal-1575	17	36	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	17	37	in	in	ADP
american_scientific_journal-1575	17	38	the	the	DET
american_scientific_journal-1575	17	39	industry	industry	NOUN
american_scientific_journal-1575	17	40	would	would	AUX
american_scientific_journal-1575	17	41	contribute	contribute	VERB
american_scientific_journal-1575	17	42	to	to	ADP
american_scientific_journal-1575	17	43	construction	construction	NOUN
american_scientific_journal-1575	17	44	sector	sector	NOUN
american_scientific_journal-1575	17	45	growth	growth	NOUN
american_scientific_journal-1575	17	46	because	because	SCONJ
american_scientific_journal-1575	17	47	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	17	48	germinates	germinate	NOUN
american_scientific_journal-1575	17	49	confidence	confidence	NOUN
american_scientific_journal-1575	17	50	in	in	ADP
american_scientific_journal-1575	17	51	artisan	artisan	ADJ
american_scientific_journal-1575	17	52	skills	skill	NOUN
american_scientific_journal-1575	17	53	that	that	PRON
american_scientific_journal-1575	17	54	result	result	VERB
american_scientific_journal-1575	17	55	in	in	ADP
american_scientific_journal-1575	17	56	innovations	innovation	NOUN
american_scientific_journal-1575	17	57	.	.	PUNCT
american_scientific_journal-1575	18	1	future	future	ADJ
american_scientific_journal-1575	18	2	research	research	NOUN
american_scientific_journal-1575	18	3	should	should	AUX
american_scientific_journal-1575	18	4	be	be	AUX
american_scientific_journal-1575	18	5	extended	extend	VERB
american_scientific_journal-1575	18	6	to	to	ADP
american_scientific_journal-1575	18	7	manufacturing	manufacture	VERB
american_scientific_journal-1575	18	8	industry	industry	NOUN
american_scientific_journal-1575	18	9	of	of	ADP
american_scientific_journal-1575	18	10	construction	construction	NOUN
american_scientific_journal-1575	18	11	related	relate	VERB
american_scientific_journal-1575	18	12	materials	material	NOUN
american_scientific_journal-1575	18	13	.	.	PUNCT
american_scientific_journal-1575	19	1	keywords	keyword	NOUN
american_scientific_journal-1575	19	2	:	:	PUNCT
american_scientific_journal-1575	19	3	artisans	artisan	NOUN
american_scientific_journal-1575	19	4	;	;	PUNCT
american_scientific_journal-1575	19	5	skills	skill	NOUN
american_scientific_journal-1575	19	6	;	;	PUNCT
american_scientific_journal-1575	19	7	shortages	shortage	NOUN
american_scientific_journal-1575	19	8	;	;	PUNCT
american_scientific_journal-1575	19	9	workmanship	workmanship	NOUN
american_scientific_journal-1575	19	10	;	;	PUNCT
american_scientific_journal-1575	19	11	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	19	12	.	.	PUNCT
american_scientific_journal-1575	20	1	1	1	X
american_scientific_journal-1575	20	2	.	.	X
american_scientific_journal-1575	20	3	introduction	introduction	NOUN
american_scientific_journal-1575	20	4	construction	construction	NOUN
american_scientific_journal-1575	20	5	industry	industry	NOUN
american_scientific_journal-1575	20	6	in	in	ADP
american_scientific_journal-1575	20	7	zambia	zambia	PROPN
american_scientific_journal-1575	20	8	has	have	AUX
american_scientific_journal-1575	20	9	been	be	AUX
american_scientific_journal-1575	20	10	experiencing	experience	VERB
american_scientific_journal-1575	20	11	a	a	DET
american_scientific_journal-1575	20	12	trend	trend	NOUN
american_scientific_journal-1575	20	13	of	of	ADP
american_scientific_journal-1575	20	14	poor	poor	ADJ
american_scientific_journal-1575	20	15	workmanship	workmanship	NOUN
american_scientific_journal-1575	20	16	on	on	ADP
american_scientific_journal-1575	20	17	most	most	ADJ
american_scientific_journal-1575	20	18	projects	project	NOUN
american_scientific_journal-1575	20	19	because	because	SCONJ
american_scientific_journal-1575	20	20	of	of	ADP
american_scientific_journal-1575	20	21	skills	skill	NOUN
american_scientific_journal-1575	20	22	shortages	shortage	NOUN
american_scientific_journal-1575	20	23	.	.	PUNCT
american_scientific_journal-1575	21	1	the	the	DET
american_scientific_journal-1575	21	2	industry	industry	NOUN
american_scientific_journal-1575	21	3	grew	grow	VERB
american_scientific_journal-1575	21	4	rapidly	rapidly	ADV
american_scientific_journal-1575	21	5	in	in	ADP
american_scientific_journal-1575	21	6	last	last	ADJ
american_scientific_journal-1575	21	7	decade	decade	NOUN
american_scientific_journal-1575	21	8	,	,	PUNCT
american_scientific_journal-1575	21	9	with	with	ADP
american_scientific_journal-1575	21	10	gross	gross	ADJ
american_scientific_journal-1575	21	11	domestic	domestic	ADJ
american_scientific_journal-1575	21	12	product	product	NOUN
american_scientific_journal-1575	21	13	(	(	PUNCT
american_scientific_journal-1575	21	14	gdp	gdp	NOUN
american_scientific_journal-1575	21	15	)	)	PUNCT
american_scientific_journal-1575	21	16	of	of	ADP
american_scientific_journal-1575	21	17	zambia	zambia	PROPN
american_scientific_journal-1575	21	18	estimated	estimate	VERB
american_scientific_journal-1575	21	19	at	at	ADP
american_scientific_journal-1575	21	20	us$	us$	SYM
american_scientific_journal-1575	21	21	26.8	26.8	NUM
american_scientific_journal-1575	21	22	billion	billion	NUM
american_scientific_journal-1575	21	23	in	in	ADP
american_scientific_journal-1575	21	24	2014	2014	NUM
american_scientific_journal-1575	21	25	[	[	X
american_scientific_journal-1575	21	26	1	1	NUM
american_scientific_journal-1575	21	27	]	]	PUNCT
american_scientific_journal-1575	21	28	.	.	PUNCT
american_scientific_journal-1575	22	1	the	the	DET
american_scientific_journal-1575	22	2	good	good	ADJ
american_scientific_journal-1575	22	3	economic	economic	ADJ
american_scientific_journal-1575	22	4	growth	growth	NOUN
american_scientific_journal-1575	22	5	rate	rate	NOUN
american_scientific_journal-1575	22	6	in	in	ADP
american_scientific_journal-1575	22	7	the	the	DET
american_scientific_journal-1575	22	8	last	last	ADJ
american_scientific_journal-1575	22	9	decade	decade	NOUN
american_scientific_journal-1575	22	10	;	;	PUNCT
american_scientific_journal-1575	22	11	recorded	record	VERB
american_scientific_journal-1575	22	12	a	a	DET
american_scientific_journal-1575	22	13	construction	construction	NOUN
american_scientific_journal-1575	22	14	boom	boom	NOUN
american_scientific_journal-1575	22	15	that	that	PRON
american_scientific_journal-1575	22	16	has	have	AUX
american_scientific_journal-1575	22	17	caused	cause	VERB
american_scientific_journal-1575	22	18	artisan	artisan	ADJ
american_scientific_journal-1575	22	19	’s	’s	PART
american_scientific_journal-1575	22	20	shortages	shortage	NOUN
american_scientific_journal-1575	22	21	because	because	SCONJ
american_scientific_journal-1575	22	22	of	of	ADP
american_scientific_journal-1575	22	23	increased	increase	VERB
american_scientific_journal-1575	22	24	infrastructure	infrastructure	NOUN
american_scientific_journal-1575	22	25	development	development	NOUN
american_scientific_journal-1575	22	26	in	in	ADP
american_scientific_journal-1575	22	27	terms	term	NOUN
american_scientific_journal-1575	22	28	of	of	ADP
american_scientific_journal-1575	22	29	construction	construction	NOUN
american_scientific_journal-1575	22	30	of	of	ADP
american_scientific_journal-1575	22	31	roads	road	NOUN
american_scientific_journal-1575	22	32	,	,	PUNCT
american_scientific_journal-1575	22	33	schools	school	NOUN
american_scientific_journal-1575	22	34	,	,	PUNCT
american_scientific_journal-1575	22	35	hospitals	hospital	NOUN
american_scientific_journal-1575	22	36	and	and	CCONJ
american_scientific_journal-1575	22	37	housing	housing	NOUN
american_scientific_journal-1575	22	38	.	.	PUNCT
american_scientific_journal-1575	23	1	the	the	DET
american_scientific_journal-1575	23	2	country	country	NOUN
american_scientific_journal-1575	23	3	needs	need	VERB
american_scientific_journal-1575	23	4	more	more	ADJ
american_scientific_journal-1575	23	5	infrastructures	infrastructure	NOUN
american_scientific_journal-1575	23	6	to	to	PART
american_scientific_journal-1575	23	7	meet	meet	VERB
american_scientific_journal-1575	23	8	the	the	DET
american_scientific_journal-1575	23	9	demand	demand	NOUN
american_scientific_journal-1575	23	10	of	of	ADP
american_scientific_journal-1575	23	11	the	the	DET
american_scientific_journal-1575	23	12	growing	grow	VERB
american_scientific_journal-1575	23	13	population	population	NOUN
american_scientific_journal-1575	23	14	standing	stand	VERB
american_scientific_journal-1575	23	15	at	at	ADP
american_scientific_journal-1575	23	16	14,373,601	14,373,601	NUM
american_scientific_journal-1575	23	17	[	[	X
american_scientific_journal-1575	23	18	2	2	NUM
american_scientific_journal-1575	23	19	]	]	PUNCT
american_scientific_journal-1575	23	20	.	.	PUNCT
american_scientific_journal-1575	24	1	the	the	DET
american_scientific_journal-1575	24	2	development	development	NOUN
american_scientific_journal-1575	24	3	status	status	NOUN
american_scientific_journal-1575	24	4	of	of	ADP
american_scientific_journal-1575	24	5	any	any	DET
american_scientific_journal-1575	24	6	country	country	NOUN
american_scientific_journal-1575	24	7	has	have	VERB
american_scientific_journal-1575	24	8	a	a	DET
american_scientific_journal-1575	24	9	direct	direct	ADJ
american_scientific_journal-1575	24	10	relationship	relationship	NOUN
american_scientific_journal-1575	24	11	with	with	ADP
american_scientific_journal-1575	24	12	the	the	DET
american_scientific_journal-1575	24	13	role	role	NOUN
american_scientific_journal-1575	24	14	and	and	CCONJ
american_scientific_journal-1575	24	15	the	the	DET
american_scientific_journal-1575	24	16	size	size	NOUN
american_scientific_journal-1575	24	17	of	of	ADP
american_scientific_journal-1575	24	18	the	the	DET
american_scientific_journal-1575	24	19	construction	construction	NOUN
american_scientific_journal-1575	24	20	industry	industry	NOUN
american_scientific_journal-1575	24	21	.	.	PUNCT
american_scientific_journal-1575	25	1	according	accord	VERB
american_scientific_journal-1575	25	2	to	to	ADP
american_scientific_journal-1575	25	3	[	[	X
american_scientific_journal-1575	25	4	3	3	X
american_scientific_journal-1575	25	5	]	]	PUNCT
american_scientific_journal-1575	25	6	when	when	SCONJ
american_scientific_journal-1575	25	7	construction	construction	NOUN
american_scientific_journal-1575	25	8	is	be	AUX
american_scientific_journal-1575	25	9	booming	booming	ADJ
american_scientific_journal-1575	25	10	,	,	PUNCT
american_scientific_journal-1575	25	11	so	so	ADV
american_scientific_journal-1575	25	12	too	too	ADV
american_scientific_journal-1575	25	13	is	be	AUX
american_scientific_journal-1575	25	14	the	the	DET
american_scientific_journal-1575	25	15	economy	economy	NOUN
american_scientific_journal-1575	25	16	and	and	CCONJ
american_scientific_journal-1575	25	17	when	when	SCONJ
american_scientific_journal-1575	25	18	the	the	DET
american_scientific_journal-1575	25	19	economy	economy	NOUN
american_scientific_journal-1575	25	20	is	be	AUX
american_scientific_journal-1575	25	21	busts	bust	NOUN
american_scientific_journal-1575	25	22	,	,	PUNCT
american_scientific_journal-1575	25	23	it	it	PRON
american_scientific_journal-1575	25	24	also	also	ADV
american_scientific_journal-1575	25	25	affects	affect	VERB
american_scientific_journal-1575	25	26	construction	construction	NOUN
american_scientific_journal-1575	25	27	performance	performance	NOUN
american_scientific_journal-1575	25	28	.	.	PUNCT
american_scientific_journal-1575	26	1	the	the	DET
american_scientific_journal-1575	26	2	technical	technical	ADJ
american_scientific_journal-1575	26	3	vocational	vocational	ADJ
american_scientific_journal-1575	26	4	and	and	CCONJ
american_scientific_journal-1575	26	5	entrepreneurship	entrepreneurship	NOUN
american_scientific_journal-1575	26	6	training	training	NOUN
american_scientific_journal-1575	26	7	authority	authority	NOUN
american_scientific_journal-1575	26	8	(	(	PUNCT
american_scientific_journal-1575	26	9	teveta	teveta	NOUN
american_scientific_journal-1575	26	10	)	)	PUNCT
american_scientific_journal-1575	26	11	system	system	NOUN
american_scientific_journal-1575	26	12	in	in	ADP
american_scientific_journal-1575	26	13	zambia	zambia	PROPN
american_scientific_journal-1575	26	14	produce	produce	VERB
american_scientific_journal-1575	26	15	very	very	ADV
american_scientific_journal-1575	26	16	low	low	ADJ
american_scientific_journal-1575	26	17	number	number	NOUN
american_scientific_journal-1575	26	18	of	of	ADP
american_scientific_journal-1575	26	19	construction	construction	NOUN
american_scientific_journal-1575	26	20	related	relate	VERB
american_scientific_journal-1575	26	21	crafts	craft	NOUN
american_scientific_journal-1575	26	22	and	and	CCONJ
american_scientific_journal-1575	26	23	technician	technician	ADJ
american_scientific_journal-1575	26	24	graduates	graduate	NOUN
american_scientific_journal-1575	26	25	without	without	ADP
american_scientific_journal-1575	26	26	matching	match	VERB
american_scientific_journal-1575	26	27	industry	industry	NOUN
american_scientific_journal-1575	26	28	artisan	artisan	ADJ
american_scientific_journal-1575	26	29	skills	skill	NOUN
american_scientific_journal-1575	26	30	requirements	requirement	NOUN
american_scientific_journal-1575	26	31	[	[	X
american_scientific_journal-1575	26	32	4	4	NUM
american_scientific_journal-1575	26	33	]	]	PUNCT
american_scientific_journal-1575	26	34	.	.	PUNCT
american_scientific_journal-1575	27	1	the	the	DET
american_scientific_journal-1575	27	2	effect	effect	NOUN
american_scientific_journal-1575	27	3	of	of	ADP
american_scientific_journal-1575	27	4	skills	skill	NOUN
american_scientific_journal-1575	27	5	shortages	shortage	NOUN
american_scientific_journal-1575	27	6	in	in	ADP
american_scientific_journal-1575	27	7	construction	construction	NOUN
american_scientific_journal-1575	27	8	has	have	AUX
american_scientific_journal-1575	27	9	resulted	result	VERB
american_scientific_journal-1575	27	10	in	in	ADP
american_scientific_journal-1575	27	11	unqualified	unqualified	ADJ
american_scientific_journal-1575	27	12	persons	person	NOUN
american_scientific_journal-1575	27	13	being	be	AUX
american_scientific_journal-1575	27	14	hired	hire	VERB
american_scientific_journal-1575	27	15	on	on	ADP
american_scientific_journal-1575	27	16	most	most	ADJ
american_scientific_journal-1575	27	17	projects	project	NOUN
american_scientific_journal-1575	27	18	in	in	ADP
american_scientific_journal-1575	27	19	order	order	NOUN
american_scientific_journal-1575	27	20	to	to	PART
american_scientific_journal-1575	27	21	fill	fill	VERB
american_scientific_journal-1575	27	22	vacancies	vacancy	NOUN
american_scientific_journal-1575	27	23	because	because	SCONJ
american_scientific_journal-1575	27	24	of	of	ADP
american_scientific_journal-1575	27	25	high	high	ADJ
american_scientific_journal-1575	27	26	demand	demand	NOUN
american_scientific_journal-1575	27	27	of	of	ADP
american_scientific_journal-1575	27	28	construction	construction	NOUN
american_scientific_journal-1575	27	29	activities	activity	NOUN
american_scientific_journal-1575	27	30	.	.	PUNCT
american_scientific_journal-1575	28	1	the	the	DET
american_scientific_journal-1575	28	2	practice	practice	NOUN
american_scientific_journal-1575	28	3	of	of	ADP
american_scientific_journal-1575	28	4	employing	employ	VERB
american_scientific_journal-1575	28	5	unqualified	unqualified	ADJ
american_scientific_journal-1575	28	6	artisans	artisan	NOUN
american_scientific_journal-1575	28	7	increased	increase	VERB
american_scientific_journal-1575	28	8	poor	poor	ADJ
american_scientific_journal-1575	28	9	workmanship	workmanship	NOUN
american_scientific_journal-1575	28	10	on	on	ADP
american_scientific_journal-1575	28	11	a	a	DET
american_scientific_journal-1575	28	12	number	number	NOUN
american_scientific_journal-1575	28	13	of	of	ADP
american_scientific_journal-1575	28	14	constructions	construction	NOUN
american_scientific_journal-1575	28	15	projects	project	NOUN
american_scientific_journal-1575	28	16	.	.	PUNCT
american_scientific_journal-1575	29	1	the	the	DET
american_scientific_journal-1575	29	2	aim	aim	NOUN
american_scientific_journal-1575	29	3	of	of	ADP
american_scientific_journal-1575	29	4	the	the	DET
american_scientific_journal-1575	29	5	study	study	NOUN
american_scientific_journal-1575	29	6	reported	report	VERB
american_scientific_journal-1575	29	7	in	in	ADP
american_scientific_journal-1575	29	8	this	this	DET
american_scientific_journal-1575	29	9	paper	paper	NOUN
american_scientific_journal-1575	29	10	was	be	AUX
american_scientific_journal-1575	29	11	to	to	PART
american_scientific_journal-1575	29	12	develop	develop	VERB
american_scientific_journal-1575	29	13	a	a	DET
american_scientific_journal-1575	29	14	training	training	NOUN
american_scientific_journal-1575	29	15	model	model	NOUN
american_scientific_journal-1575	29	16	that	that	PRON
american_scientific_journal-1575	29	17	enhances	enhance	VERB
american_scientific_journal-1575	29	18	effective	effective	ADJ
american_scientific_journal-1575	29	19	artisan	artisan	ADJ
american_scientific_journal-1575	29	20	supply	supply	NOUN
american_scientific_journal-1575	29	21	to	to	PART
american_scientific_journal-1575	29	22	mitigate	mitigate	VERB
american_scientific_journal-1575	29	23	the	the	DET
american_scientific_journal-1575	29	24	shortage	shortage	NOUN
american_scientific_journal-1575	29	25	of	of	ADP
american_scientific_journal-1575	29	26	artisan	artisan	ADJ
american_scientific_journal-1575	29	27	workers	worker	NOUN
american_scientific_journal-1575	29	28	in	in	ADP
american_scientific_journal-1575	29	29	the	the	DET
american_scientific_journal-1575	29	30	zambian	zambian	ADJ
american_scientific_journal-1575	29	31	construction	construction	NOUN
american_scientific_journal-1575	29	32	industry	industry	NOUN
american_scientific_journal-1575	29	33	.	.	PUNCT
american_scientific_journal-1575	30	1	to	to	PART
american_scientific_journal-1575	30	2	achieve	achieve	VERB
american_scientific_journal-1575	30	3	the	the	DET
american_scientific_journal-1575	30	4	main	main	ADJ
american_scientific_journal-1575	30	5	objective	objective	NOUN
american_scientific_journal-1575	30	6	,	,	PUNCT
american_scientific_journal-1575	30	7	the	the	DET
american_scientific_journal-1575	30	8	study	study	NOUN
american_scientific_journal-1575	30	9	was	be	AUX
american_scientific_journal-1575	30	10	intended	intend	VERB
american_scientific_journal-1575	30	11	to	to	PART
american_scientific_journal-1575	30	12	:	:	PUNCT
american_scientific_journal-1575	30	13	•	•	VERB
american_scientific_journal-1575	30	14	establish	establish	VERB
american_scientific_journal-1575	30	15	shortage	shortage	NOUN
american_scientific_journal-1575	30	16	of	of	ADP
american_scientific_journal-1575	30	17	required	require	VERB
american_scientific_journal-1575	30	18	artisans	artisan	NOUN
american_scientific_journal-1575	30	19	;	;	PUNCT
american_scientific_journal-1575	30	20	•	•	NUM
american_scientific_journal-1575	30	21	determine	determine	NOUN
american_scientific_journal-1575	30	22	factors	factor	NOUN
american_scientific_journal-1575	30	23	that	that	PRON
american_scientific_journal-1575	30	24	contribute	contribute	VERB
american_scientific_journal-1575	30	25	to	to	ADP
american_scientific_journal-1575	30	26	artisans	artisan	NOUN
american_scientific_journal-1575	30	27	shortage	shortage	NOUN
american_scientific_journal-1575	30	28	;	;	PUNCT
american_scientific_journal-1575	30	29	and	and	CCONJ
american_scientific_journal-1575	30	30	•	•	NOUN
american_scientific_journal-1575	30	31	evaluate	evaluate	VERB
american_scientific_journal-1575	30	32	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	30	33	training	training	NOUN
american_scientific_journal-1575	30	34	as	as	ADP
american_scientific_journal-1575	30	35	a	a	DET
american_scientific_journal-1575	30	36	mitigation	mitigation	NOUN
american_scientific_journal-1575	30	37	pathway	pathway	NOUN
american_scientific_journal-1575	30	38	for	for	ADP
american_scientific_journal-1575	30	39	shortage	shortage	NOUN
american_scientific_journal-1575	30	40	of	of	ADP
american_scientific_journal-1575	30	41	artisans	artisan	NOUN
american_scientific_journal-1575	30	42	in	in	ADP
american_scientific_journal-1575	30	43	the	the	DET
american_scientific_journal-1575	30	44	zambian	zambian	ADJ
american_scientific_journal-1575	30	45	construction	construction	NOUN
american_scientific_journal-1575	30	46	industry	industry	NOUN
american_scientific_journal-1575	30	47	.	.	PUNCT
american_scientific_journal-1575	31	1	purposive	purposive	ADJ
american_scientific_journal-1575	31	2	sampling	sampling	NOUN
american_scientific_journal-1575	31	3	for	for	ADP
american_scientific_journal-1575	31	4	structured	structured	ADJ
american_scientific_journal-1575	31	5	interviews	interview	NOUN
american_scientific_journal-1575	31	6	and	and	CCONJ
american_scientific_journal-1575	31	7	stratified	stratify	VERB
american_scientific_journal-1575	31	8	random	random	ADJ
american_scientific_journal-1575	31	9	sampling	sampling	NOUN
american_scientific_journal-1575	31	10	for	for	ADP
american_scientific_journal-1575	31	11	the	the	DET
american_scientific_journal-1575	31	12	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	31	13	survey	survey	NOUN
american_scientific_journal-1575	31	14	were	be	AUX
american_scientific_journal-1575	31	15	used	use	VERB
american_scientific_journal-1575	31	16	as	as	ADP
american_scientific_journal-1575	31	17	methods	method	NOUN
american_scientific_journal-1575	31	18	to	to	PART
american_scientific_journal-1575	31	19	collect	collect	VERB
american_scientific_journal-1575	31	20	data	datum	NOUN
american_scientific_journal-1575	31	21	for	for	ADP
american_scientific_journal-1575	31	22	artisan	artisan	ADJ
american_scientific_journal-1575	31	23	gaps	gap	NOUN
american_scientific_journal-1575	31	24	in	in	ADP
american_scientific_journal-1575	31	25	the	the	DET
american_scientific_journal-1575	31	26	construction	construction	NOUN
american_scientific_journal-1575	31	27	industry	industry	NOUN
american_scientific_journal-1575	31	28	.	.	PUNCT
american_scientific_journal-1575	32	1	1.1	1.1	NUM
american_scientific_journal-1575	32	2	.	.	PUNCT
american_scientific_journal-1575	33	1	artisan	artisan	ADJ
american_scientific_journal-1575	33	2	shortage	shortage	NOUN
american_scientific_journal-1575	33	3	skills	skill	NOUN
american_scientific_journal-1575	33	4	shortages	shortage	NOUN
american_scientific_journal-1575	33	5	in	in	ADP
american_scientific_journal-1575	33	6	construction	construction	NOUN
american_scientific_journal-1575	33	7	are	be	AUX
american_scientific_journal-1575	33	8	pressing	press	VERB
american_scientific_journal-1575	33	9	concerns	concern	NOUN
american_scientific_journal-1575	33	10	for	for	ADP
american_scientific_journal-1575	33	11	policy	policy	NOUN
american_scientific_journal-1575	33	12	makers	maker	NOUN
american_scientific_journal-1575	33	13	in	in	ADP
american_scientific_journal-1575	33	14	several	several	ADJ
american_scientific_journal-1575	33	15	countries	country	NOUN
american_scientific_journal-1575	33	16	[	[	X
american_scientific_journal-1575	33	17	5	5	NUM
american_scientific_journal-1575	33	18	]	]	PUNCT
american_scientific_journal-1575	33	19	.	.	PUNCT
american_scientific_journal-1575	34	1	according	accord	VERB
american_scientific_journal-1575	34	2	to	to	ADP
american_scientific_journal-1575	34	3	[	[	X
american_scientific_journal-1575	34	4	6	6	NUM
american_scientific_journal-1575	34	5	]	]	PUNCT
american_scientific_journal-1575	34	6	skills	skill	NOUN
american_scientific_journal-1575	34	7	gaps	gap	NOUN
american_scientific_journal-1575	34	8	occur	occur	VERB
american_scientific_journal-1575	34	9	when	when	SCONJ
american_scientific_journal-1575	34	10	employers	employer	NOUN
american_scientific_journal-1575	34	11	are	be	AUX
american_scientific_journal-1575	34	12	hiring	hire	VERB
american_scientific_journal-1575	34	13	workers	worker	NOUN
american_scientific_journal-1575	34	14	who	who	PRON
american_scientific_journal-1575	34	15	are	be	AUX
american_scientific_journal-1575	34	16	considered	consider	VERB
american_scientific_journal-1575	34	17	under	under	ADP
american_scientific_journal-1575	34	18	-	-	PUNCT
american_scientific_journal-1575	34	19	skilled	skilled	ADJ
american_scientific_journal-1575	34	20	relative	relative	NOUN
american_scientific_journal-1575	34	21	to	to	ADP
american_scientific_journal-1575	34	22	the	the	DET
american_scientific_journal-1575	34	23	desired	desire	VERB
american_scientific_journal-1575	34	24	levels	level	NOUN
american_scientific_journal-1575	34	25	of	of	ADP
american_scientific_journal-1575	34	26	qualification	qualification	NOUN
american_scientific_journal-1575	34	27	;	;	PUNCT
american_scientific_journal-1575	34	28	while	while	SCONJ
american_scientific_journal-1575	34	29	shortage	shortage	NOUN
american_scientific_journal-1575	34	30	occurs	occur	VERB
american_scientific_journal-1575	34	31	when	when	SCONJ
american_scientific_journal-1575	34	32	the	the	DET
american_scientific_journal-1575	34	33	demand	demand	NOUN
american_scientific_journal-1575	34	34	for	for	ADP
american_scientific_journal-1575	34	35	workers	worker	NOUN
american_scientific_journal-1575	34	36	’	'	PUNCT
american_scientific_journal-1575	34	37	particular	particular	ADJ
american_scientific_journal-1575	34	38	occupation	occupation	NOUN
american_scientific_journal-1575	34	39	is	be	AUX
american_scientific_journal-1575	34	40	greater	great	ADJ
american_scientific_journal-1575	34	41	than	than	ADP
american_scientific_journal-1575	34	42	the	the	DET
american_scientific_journal-1575	34	43	supply	supply	NOUN
american_scientific_journal-1575	34	44	of	of	ADP
american_scientific_journal-1575	34	45	those	those	PRON
american_scientific_journal-1575	34	46	who	who	PRON
american_scientific_journal-1575	34	47	are	be	AUX
american_scientific_journal-1575	34	48	qualified	qualified	ADJ
american_scientific_journal-1575	34	49	.	.	PUNCT
american_scientific_journal-1575	35	1	author	author	NOUN
american_scientific_journal-1575	35	2	[	[	X
american_scientific_journal-1575	35	3	7	7	NUM
american_scientific_journal-1575	35	4	]	]	PUNCT
american_scientific_journal-1575	35	5	reported	report	VERB
american_scientific_journal-1575	35	6	that	that	SCONJ
american_scientific_journal-1575	35	7	skills	skill	NOUN
american_scientific_journal-1575	35	8	gaps	gap	NOUN
american_scientific_journal-1575	35	9	in	in	ADP
american_scientific_journal-1575	35	10	knowledge	knowledge	NOUN
american_scientific_journal-1575	35	11	influence	influence	NOUN
american_scientific_journal-1575	35	12	productivity	productivity	NOUN
american_scientific_journal-1575	35	13	levels	level	NOUN
american_scientific_journal-1575	35	14	of	of	ADP
american_scientific_journal-1575	35	15	workers	worker	NOUN
american_scientific_journal-1575	35	16	;	;	PUNCT
american_scientific_journal-1575	35	17	eventually	eventually	ADV
american_scientific_journal-1575	35	18	it	it	PRON
american_scientific_journal-1575	35	19	contributes	contribute	VERB
american_scientific_journal-1575	35	20	to	to	ADP
american_scientific_journal-1575	35	21	poor	poor	ADJ
american_scientific_journal-1575	35	22	workmanships	workmanship	NOUN
american_scientific_journal-1575	35	23	because	because	SCONJ
american_scientific_journal-1575	35	24	lack	lack	NOUN
american_scientific_journal-1575	35	25	of	of	ADP
american_scientific_journal-1575	35	26	experience	experience	NOUN
american_scientific_journal-1575	35	27	and	and	CCONJ
american_scientific_journal-1575	35	28	american	american	ADJ
american_scientific_journal-1575	35	29	scientific	scientific	ADJ
american_scientific_journal-1575	35	30	research	research	NOUN
american_scientific_journal-1575	35	31	journal	journal	NOUN
american_scientific_journal-1575	35	32	for	for	ADP
american_scientific_journal-1575	35	33	engineering	engineering	NOUN
american_scientific_journal-1575	35	34	,	,	PUNCT
american_scientific_journal-1575	35	35	technology	technology	NOUN
american_scientific_journal-1575	35	36	,	,	PUNCT
american_scientific_journal-1575	35	37	and	and	CCONJ
american_scientific_journal-1575	35	38	sciences	science	NOUN
american_scientific_journal-1575	35	39	(	(	PUNCT
american_scientific_journal-1575	35	40	asrjets	asrjet	NOUN
american_scientific_journal-1575	35	41	)	)	PUNCT
american_scientific_journal-1575	35	42	(	(	PUNCT
american_scientific_journal-1575	35	43	2016	2016	NUM
american_scientific_journal-1575	35	44	)	)	PUNCT
american_scientific_journal-1575	35	45	volume	volume	NOUN
american_scientific_journal-1575	35	46	18	18	NUM
american_scientific_journal-1575	35	47	,	,	PUNCT
american_scientific_journal-1575	35	48	no	no	DET
american_scientific_journal-1575	35	49	1	1	NUM
american_scientific_journal-1575	35	50	,	,	PUNCT
american_scientific_journal-1575	35	51	pp	pp	ADV
american_scientific_journal-1575	35	52	235	235	NUM
american_scientific_journal-1575	35	53	-	-	SYM
american_scientific_journal-1575	35	54	251	251	NUM
american_scientific_journal-1575	35	55	237	237	NUM
american_scientific_journal-1575	35	56	competency	competency	NOUN
american_scientific_journal-1575	35	57	levels	level	NOUN
american_scientific_journal-1575	35	58	of	of	ADP
american_scientific_journal-1575	35	59	the	the	DET
american_scientific_journal-1575	35	60	workforce	workforce	NOUN
american_scientific_journal-1575	35	61	is	be	AUX
american_scientific_journal-1575	35	62	affected	affect	VERB
american_scientific_journal-1575	35	63	[	[	PUNCT
american_scientific_journal-1575	35	64	8	8	NUM
american_scientific_journal-1575	35	65	]	]	PUNCT
american_scientific_journal-1575	35	66	.	.	PUNCT
american_scientific_journal-1575	36	1	according	accord	VERB
american_scientific_journal-1575	36	2	to	to	ADP
american_scientific_journal-1575	36	3	[	[	X
american_scientific_journal-1575	36	4	9	9	NUM
american_scientific_journal-1575	36	5	]	]	PUNCT
american_scientific_journal-1575	36	6	,	,	PUNCT
american_scientific_journal-1575	36	7	the	the	DET
american_scientific_journal-1575	36	8	level	level	NOUN
american_scientific_journal-1575	36	9	of	of	ADP
american_scientific_journal-1575	36	10	skills	skill	NOUN
american_scientific_journal-1575	36	11	and	and	CCONJ
american_scientific_journal-1575	36	12	experience	experience	NOUN
american_scientific_journal-1575	36	13	of	of	ADP
american_scientific_journal-1575	36	14	the	the	DET
american_scientific_journal-1575	36	15	workforce	workforce	NOUN
american_scientific_journal-1575	36	16	on	on	ADP
american_scientific_journal-1575	36	17	site	site	NOUN
american_scientific_journal-1575	36	18	is	be	AUX
american_scientific_journal-1575	36	19	the	the	DET
american_scientific_journal-1575	36	20	most	most	ADV
american_scientific_journal-1575	36	21	important	important	ADJ
american_scientific_journal-1575	36	22	aspect	aspect	NOUN
american_scientific_journal-1575	36	23	for	for	ADP
american_scientific_journal-1575	36	24	site	site	NOUN
american_scientific_journal-1575	36	25	productivity	productivity	NOUN
american_scientific_journal-1575	36	26	in	in	ADP
american_scientific_journal-1575	36	27	the	the	DET
american_scientific_journal-1575	36	28	construction	construction	NOUN
american_scientific_journal-1575	36	29	industry	industry	NOUN
american_scientific_journal-1575	36	30	.	.	PUNCT
american_scientific_journal-1575	37	1	experience	experience	NOUN
american_scientific_journal-1575	37	2	and	and	CCONJ
american_scientific_journal-1575	37	3	good	good	ADJ
american_scientific_journal-1575	37	4	skills	skill	NOUN
american_scientific_journal-1575	37	5	of	of	ADP
american_scientific_journal-1575	37	6	artisan	artisan	ADJ
american_scientific_journal-1575	37	7	improves	improve	VERB
american_scientific_journal-1575	37	8	both	both	CCONJ
american_scientific_journal-1575	37	9	the	the	DET
american_scientific_journal-1575	37	10	intellectual	intellectual	ADJ
american_scientific_journal-1575	37	11	and	and	CCONJ
american_scientific_journal-1575	37	12	physical	physical	ADJ
american_scientific_journal-1575	37	13	abilities	ability	NOUN
american_scientific_journal-1575	37	14	of	of	ADP
american_scientific_journal-1575	37	15	labour	labour	NOUN
american_scientific_journal-1575	37	16	and	and	CCONJ
american_scientific_journal-1575	37	17	contribute	contribute	VERB
american_scientific_journal-1575	37	18	to	to	ADP
american_scientific_journal-1575	37	19	increased	increase	VERB
american_scientific_journal-1575	37	20	productivity	productivity	NOUN
american_scientific_journal-1575	37	21	and	and	CCONJ
american_scientific_journal-1575	37	22	efficiency	efficiency	NOUN
american_scientific_journal-1575	37	23	on	on	ADP
american_scientific_journal-1575	37	24	construction	construction	NOUN
american_scientific_journal-1575	37	25	site	site	NOUN
american_scientific_journal-1575	37	26	.	.	PUNCT
american_scientific_journal-1575	38	1	to	to	PART
american_scientific_journal-1575	38	2	increase	increase	VERB
american_scientific_journal-1575	38	3	the	the	DET
american_scientific_journal-1575	38	4	performance	performance	NOUN
american_scientific_journal-1575	38	5	of	of	ADP
american_scientific_journal-1575	38	6	labour	labour	NOUN
american_scientific_journal-1575	38	7	,	,	PUNCT
american_scientific_journal-1575	38	8	training	training	NOUN
american_scientific_journal-1575	38	9	and	and	CCONJ
american_scientific_journal-1575	38	10	good	good	ADJ
american_scientific_journal-1575	38	11	management	management	NOUN
american_scientific_journal-1575	38	12	practices	practice	NOUN
american_scientific_journal-1575	38	13	are	be	AUX
american_scientific_journal-1575	38	14	some	some	PRON
american_scientific_journal-1575	38	15	of	of	ADP
american_scientific_journal-1575	38	16	the	the	DET
american_scientific_journal-1575	38	17	tools	tool	NOUN
american_scientific_journal-1575	38	18	used	use	VERB
american_scientific_journal-1575	38	19	for	for	ADP
american_scientific_journal-1575	38	20	enhancing	enhance	VERB
american_scientific_journal-1575	38	21	construction	construction	NOUN
american_scientific_journal-1575	38	22	labour	labour	NOUN
american_scientific_journal-1575	38	23	productivity	productivity	NOUN
american_scientific_journal-1575	38	24	and	and	CCONJ
american_scientific_journal-1575	38	25	quality	quality	NOUN
american_scientific_journal-1575	38	26	control	control	NOUN
american_scientific_journal-1575	38	27	improvements	improvement	NOUN
american_scientific_journal-1575	38	28	that	that	PRON
american_scientific_journal-1575	38	29	coul	coul	PROPN
american_scientific_journal-1575	38	30	improve	improve	VERB
american_scientific_journal-1575	38	31	further	far	ADV
american_scientific_journal-1575	38	32	through	through	ADP
american_scientific_journal-1575	38	33	better	well	ADJ
american_scientific_journal-1575	38	34	remuneration	remuneration	NOUN
american_scientific_journal-1575	38	35	.	.	PUNCT
american_scientific_journal-1575	39	1	1.2	1.2	NUM
american_scientific_journal-1575	39	2	.	.	PUNCT
american_scientific_journal-1575	39	3	remuneration	remuneration	NOUN
american_scientific_journal-1575	39	4	irregular	irregular	ADJ
american_scientific_journal-1575	39	5	remuneration	remuneration	NOUN
american_scientific_journal-1575	39	6	was	be	AUX
american_scientific_journal-1575	39	7	a	a	DET
american_scientific_journal-1575	39	8	contributing	contribute	VERB
american_scientific_journal-1575	39	9	factor	factor	NOUN
american_scientific_journal-1575	39	10	for	for	ADP
american_scientific_journal-1575	39	11	shortage	shortage	NOUN
american_scientific_journal-1575	39	12	of	of	ADP
american_scientific_journal-1575	39	13	artisans	artisan	NOUN
american_scientific_journal-1575	39	14	in	in	ADP
american_scientific_journal-1575	39	15	the	the	DET
american_scientific_journal-1575	39	16	ghana	ghana	PROPN
american_scientific_journal-1575	39	17	construction	construction	NOUN
american_scientific_journal-1575	39	18	industry	industry	NOUN
american_scientific_journal-1575	39	19	[	[	X
american_scientific_journal-1575	39	20	10	10	NUM
american_scientific_journal-1575	39	21	]	]	PUNCT
american_scientific_journal-1575	39	22	.	.	PUNCT
american_scientific_journal-1575	40	1	without	without	ADP
american_scientific_journal-1575	40	2	a	a	DET
american_scientific_journal-1575	40	3	proper	proper	ADJ
american_scientific_journal-1575	40	4	payment	payment	NOUN
american_scientific_journal-1575	40	5	structure	structure	NOUN
american_scientific_journal-1575	40	6	in	in	ADP
american_scientific_journal-1575	40	7	the	the	DET
american_scientific_journal-1575	40	8	construction	construction	NOUN
american_scientific_journal-1575	40	9	industry	industry	NOUN
american_scientific_journal-1575	40	10	,	,	PUNCT
american_scientific_journal-1575	40	11	artisans	artisan	NOUN
american_scientific_journal-1575	40	12	were	be	AUX
american_scientific_journal-1575	40	13	hired	hire	VERB
american_scientific_journal-1575	40	14	on	on	ADP
american_scientific_journal-1575	40	15	temporary	temporary	ADJ
american_scientific_journal-1575	40	16	basis	basis	NOUN
american_scientific_journal-1575	40	17	and	and	CCONJ
american_scientific_journal-1575	40	18	on	on	ADP
american_scientific_journal-1575	40	19	a	a	DET
american_scientific_journal-1575	40	20	daily	daily	ADJ
american_scientific_journal-1575	40	21	wages	wage	NOUN
american_scientific_journal-1575	40	22	.	.	PUNCT
american_scientific_journal-1575	41	1	good	good	ADJ
american_scientific_journal-1575	41	2	remunerations	remuneration	NOUN
american_scientific_journal-1575	41	3	levels	level	NOUN
american_scientific_journal-1575	41	4	were	be	AUX
american_scientific_journal-1575	41	5	reported	report	VERB
american_scientific_journal-1575	41	6	as	as	ADP
american_scientific_journal-1575	41	7	the	the	DET
american_scientific_journal-1575	41	8	main	main	ADJ
american_scientific_journal-1575	41	9	employment	employment	NOUN
american_scientific_journal-1575	41	10	factor	factor	NOUN
american_scientific_journal-1575	41	11	for	for	ADP
american_scientific_journal-1575	41	12	retention	retention	NOUN
american_scientific_journal-1575	41	13	of	of	ADP
american_scientific_journal-1575	41	14	good	good	ADJ
american_scientific_journal-1575	41	15	artisans	artisan	NOUN
american_scientific_journal-1575	41	16	.	.	PUNCT
american_scientific_journal-1575	42	1	failure	failure	NOUN
american_scientific_journal-1575	42	2	to	to	PART
american_scientific_journal-1575	42	3	offer	offer	VERB
american_scientific_journal-1575	42	4	good	good	ADJ
american_scientific_journal-1575	42	5	pay	pay	NOUN
american_scientific_journal-1575	42	6	leads	lead	NOUN
american_scientific_journal-1575	42	7	to	to	ADP
american_scientific_journal-1575	42	8	high	high	ADJ
american_scientific_journal-1575	42	9	usage	usage	NOUN
american_scientific_journal-1575	42	10	of	of	ADP
american_scientific_journal-1575	42	11	temporary	temporary	ADJ
american_scientific_journal-1575	42	12	and	and	CCONJ
american_scientific_journal-1575	42	13	un	un	ADJ
american_scientific_journal-1575	42	14	-	-	ADJ
american_scientific_journal-1575	42	15	skilled	skilled	ADJ
american_scientific_journal-1575	42	16	labour	labour	NOUN
american_scientific_journal-1575	42	17	force	force	NOUN
american_scientific_journal-1575	42	18	by	by	ADP
american_scientific_journal-1575	42	19	construction	construction	NOUN
american_scientific_journal-1575	42	20	firms	firm	NOUN
american_scientific_journal-1575	42	21	.	.	PUNCT
american_scientific_journal-1575	43	1	some	some	DET
american_scientific_journal-1575	43	2	artisan	artisan	ADJ
american_scientific_journal-1575	43	3	labour	labour	NOUN
american_scientific_journal-1575	43	4	shortage	shortage	NOUN
american_scientific_journal-1575	43	5	experienced	experience	VERB
american_scientific_journal-1575	43	6	on	on	ADP
american_scientific_journal-1575	43	7	projects	project	NOUN
american_scientific_journal-1575	43	8	:	:	PUNCT
american_scientific_journal-1575	43	9	bricklayers	bricklayer	NOUN
american_scientific_journal-1575	43	10	and	and	CCONJ
american_scientific_journal-1575	43	11	carpenters	carpenter	NOUN
american_scientific_journal-1575	43	12	in	in	ADP
american_scientific_journal-1575	43	13	the	the	DET
american_scientific_journal-1575	43	14	nigeria	nigeria	PROPN
american_scientific_journal-1575	43	15	construction	construction	NOUN
american_scientific_journal-1575	43	16	industry	industry	NOUN
american_scientific_journal-1575	43	17	was	be	AUX
american_scientific_journal-1575	43	18	also	also	ADV
american_scientific_journal-1575	43	19	studied	study	VERB
american_scientific_journal-1575	43	20	.	.	PUNCT
american_scientific_journal-1575	44	1	it	it	PRON
american_scientific_journal-1575	44	2	was	be	AUX
american_scientific_journal-1575	44	3	found	find	VERB
american_scientific_journal-1575	44	4	that	that	SCONJ
american_scientific_journal-1575	44	5	the	the	DET
american_scientific_journal-1575	44	6	most	most	ADV
american_scientific_journal-1575	44	7	severe	severe	ADJ
american_scientific_journal-1575	44	8	factors	factor	NOUN
american_scientific_journal-1575	44	9	responsible	responsible	ADJ
american_scientific_journal-1575	44	10	for	for	ADP
american_scientific_journal-1575	44	11	the	the	DET
american_scientific_journal-1575	44	12	skilled	skilled	ADJ
american_scientific_journal-1575	44	13	labour	labour	NOUN
american_scientific_journal-1575	44	14	shortage	shortage	NOUN
american_scientific_journal-1575	44	15	were	be	AUX
american_scientific_journal-1575	44	16	scaling	scale	VERB
american_scientific_journal-1575	44	17	down	down	ADP
american_scientific_journal-1575	44	18	of	of	ADP
american_scientific_journal-1575	44	19	craftsperson	craftsperson	NOUN
american_scientific_journal-1575	44	20	training	training	NOUN
american_scientific_journal-1575	44	21	programmes	programme	NOUN
american_scientific_journal-1575	44	22	[	[	X
american_scientific_journal-1575	44	23	11	11	NUM
american_scientific_journal-1575	44	24	]	]	PUNCT
american_scientific_journal-1575	44	25	.	.	PUNCT
american_scientific_journal-1575	45	1	the	the	DET
american_scientific_journal-1575	45	2	number	number	NOUN
american_scientific_journal-1575	45	3	of	of	ADP
american_scientific_journal-1575	45	4	young	young	ADJ
american_scientific_journal-1575	45	5	people	people	NOUN
american_scientific_journal-1575	45	6	who	who	PRON
american_scientific_journal-1575	45	7	were	be	AUX
american_scientific_journal-1575	45	8	joining	join	VERB
american_scientific_journal-1575	45	9	construction	construction	NOUN
american_scientific_journal-1575	45	10	trades	trade	NOUN
american_scientific_journal-1575	45	11	was	be	AUX
american_scientific_journal-1575	45	12	reported	report	VERB
american_scientific_journal-1575	45	13	to	to	PART
american_scientific_journal-1575	45	14	be	be	AUX
american_scientific_journal-1575	45	15	very	very	ADV
american_scientific_journal-1575	45	16	low	low	ADJ
american_scientific_journal-1575	45	17	[	[	X
american_scientific_journal-1575	45	18	11	11	NUM
american_scientific_journal-1575	45	19	]	]	PUNCT
american_scientific_journal-1575	45	20	.	.	PUNCT
american_scientific_journal-1575	46	1	the	the	DET
american_scientific_journal-1575	46	2	lack	lack	NOUN
american_scientific_journal-1575	46	3	of	of	ADP
american_scientific_journal-1575	46	4	interest	interest	NOUN
american_scientific_journal-1575	46	5	by	by	ADP
american_scientific_journal-1575	46	6	young	young	ADJ
american_scientific_journal-1575	46	7	people	people	NOUN
american_scientific_journal-1575	46	8	to	to	PART
american_scientific_journal-1575	46	9	take	take	VERB
american_scientific_journal-1575	46	10	up	up	ADP
american_scientific_journal-1575	46	11	courses	course	NOUN
american_scientific_journal-1575	46	12	like	like	ADP
american_scientific_journal-1575	46	13	bricklaying	bricklaying	NOUN
american_scientific_journal-1575	46	14	and	and	CCONJ
american_scientific_journal-1575	46	15	carpentry	carpentry	NOUN
american_scientific_journal-1575	46	16	as	as	ADP
american_scientific_journal-1575	46	17	vocational	vocational	ADJ
american_scientific_journal-1575	46	18	trades	trade	NOUN
american_scientific_journal-1575	46	19	was	be	AUX
american_scientific_journal-1575	46	20	a	a	DET
american_scientific_journal-1575	46	21	contributing	contribute	VERB
american_scientific_journal-1575	46	22	factor	factor	NOUN
american_scientific_journal-1575	46	23	for	for	ADP
american_scientific_journal-1575	46	24	the	the	DET
american_scientific_journal-1575	46	25	shortage	shortage	NOUN
american_scientific_journal-1575	46	26	of	of	ADP
american_scientific_journal-1575	46	27	artisan	artisan	ADJ
american_scientific_journal-1575	46	28	skills	skill	NOUN
american_scientific_journal-1575	46	29	.	.	PUNCT
american_scientific_journal-1575	47	1	artisans	artisan	NOUN
american_scientific_journal-1575	47	2	training	train	VERB
american_scientific_journal-1575	47	3	through	through	ADP
american_scientific_journal-1575	47	4	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	47	5	methods	method	NOUN
american_scientific_journal-1575	47	6	,	,	PUNCT
american_scientific_journal-1575	47	7	increased	increase	VERB
american_scientific_journal-1575	47	8	number	number	NOUN
american_scientific_journal-1575	47	9	of	of	ADP
american_scientific_journal-1575	47	10	artisans	artisan	NOUN
american_scientific_journal-1575	47	11	in	in	ADP
american_scientific_journal-1575	47	12	the	the	DET
american_scientific_journal-1575	47	13	industry	industry	NOUN
american_scientific_journal-1575	47	14	.	.	PUNCT
american_scientific_journal-1575	48	1	1.3	1.3	NUM
american_scientific_journal-1575	48	2	.	.	PUNCT
american_scientific_journal-1575	48	3	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	48	4	the	the	DET
american_scientific_journal-1575	48	5	well	well	ADV
american_scientific_journal-1575	48	6	-	-	PUNCT
american_scientific_journal-1575	48	7	known	know	VERB
american_scientific_journal-1575	48	8	approach	approach	NOUN
american_scientific_journal-1575	48	9	to	to	ADP
american_scientific_journal-1575	48	10	mitigation	mitigation	NOUN
american_scientific_journal-1575	48	11	of	of	ADP
american_scientific_journal-1575	48	12	shortage	shortage	NOUN
american_scientific_journal-1575	48	13	of	of	ADP
american_scientific_journal-1575	48	14	skilled	skilled	ADJ
american_scientific_journal-1575	48	15	artisan	artisan	NOUN
american_scientific_journal-1575	48	16	in	in	ADP
american_scientific_journal-1575	48	17	the	the	DET
american_scientific_journal-1575	48	18	industry	industry	NOUN
american_scientific_journal-1575	48	19	was	be	AUX
american_scientific_journal-1575	48	20	through	through	ADP
american_scientific_journal-1575	48	21	the	the	DET
american_scientific_journal-1575	48	22	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	48	23	training	training	NOUN
american_scientific_journal-1575	48	24	method	method	NOUN
american_scientific_journal-1575	48	25	.	.	PUNCT
american_scientific_journal-1575	49	1	according	accord	VERB
american_scientific_journal-1575	49	2	to	to	ADP
american_scientific_journal-1575	49	3	[	[	X
american_scientific_journal-1575	49	4	12	12	NUM
american_scientific_journal-1575	49	5	]	]	PUNCT
american_scientific_journal-1575	49	6	,	,	PUNCT
american_scientific_journal-1575	49	7	there	there	PRON
american_scientific_journal-1575	49	8	are	be	VERB
american_scientific_journal-1575	49	9	always	always	ADV
american_scientific_journal-1575	49	10	misunderstandings	misunderstanding	NOUN
american_scientific_journal-1575	49	11	around	around	ADP
american_scientific_journal-1575	49	12	the	the	DET
american_scientific_journal-1575	49	13	definition	definition	NOUN
american_scientific_journal-1575	49	14	and	and	CCONJ
american_scientific_journal-1575	49	15	the	the	DET
american_scientific_journal-1575	49	16	use	use	NOUN
american_scientific_journal-1575	49	17	of	of	ADP
american_scientific_journal-1575	49	18	the	the	DET
american_scientific_journal-1575	49	19	word	word	NOUN
american_scientific_journal-1575	49	20	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	49	21	.	.	PUNCT
american_scientific_journal-1575	50	1	in	in	ADP
american_scientific_journal-1575	50	2	other	other	ADJ
american_scientific_journal-1575	50	3	countries	country	NOUN
american_scientific_journal-1575	50	4	mentoring	mentor	VERB
american_scientific_journal-1575	50	5	,	,	PUNCT
american_scientific_journal-1575	50	6	traineeship	traineeship	NOUN
american_scientific_journal-1575	50	7	,	,	PUNCT
american_scientific_journal-1575	50	8	learnership	learnership	NOUN
american_scientific_journal-1575	50	9	and	and	CCONJ
american_scientific_journal-1575	50	10	internship	internship	NOUN
american_scientific_journal-1575	50	11	are	be	AUX
american_scientific_journal-1575	50	12	used	use	VERB
american_scientific_journal-1575	50	13	to	to	PART
american_scientific_journal-1575	50	14	refer	refer	VERB
american_scientific_journal-1575	50	15	to	to	ADP
american_scientific_journal-1575	50	16	workplace	workplace	NOUN
american_scientific_journal-1575	50	17	training	training	NOUN
american_scientific_journal-1575	50	18	or	or	CCONJ
american_scientific_journal-1575	50	19	job	job	NOUN
american_scientific_journal-1575	50	20	on	on	ADP
american_scientific_journal-1575	50	21	training	training	NOUN
american_scientific_journal-1575	50	22	.	.	PUNCT
american_scientific_journal-1575	51	1	each	each	DET
american_scientific_journal-1575	51	2	country	country	NOUN
american_scientific_journal-1575	51	3	has	have	VERB
american_scientific_journal-1575	51	4	its	its	PRON
american_scientific_journal-1575	51	5	own	own	ADJ
american_scientific_journal-1575	51	6	terminology	terminology	NOUN
american_scientific_journal-1575	51	7	and	and	CCONJ
american_scientific_journal-1575	51	8	relevant	relevant	ADJ
american_scientific_journal-1575	51	9	legislation	legislation	NOUN
american_scientific_journal-1575	51	10	.	.	PUNCT
american_scientific_journal-1575	52	1	regulated	regulated	ADJ
american_scientific_journal-1575	52	2	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	52	3	is	be	AUX
american_scientific_journal-1575	52	4	formal	formal	ADJ
american_scientific_journal-1575	52	5	and	and	CCONJ
american_scientific_journal-1575	52	6	is	be	AUX
american_scientific_journal-1575	52	7	guided	guide	VERB
american_scientific_journal-1575	52	8	by	by	ADP
american_scientific_journal-1575	52	9	legislation	legislation	NOUN
american_scientific_journal-1575	52	10	.	.	PUNCT
american_scientific_journal-1575	53	1	the	the	DET
american_scientific_journal-1575	53	2	apprentices	apprentice	NOUN
american_scientific_journal-1575	53	3	are	be	AUX
american_scientific_journal-1575	53	4	paid	pay	VERB
american_scientific_journal-1575	53	5	wages	wage	NOUN
american_scientific_journal-1575	53	6	;	;	PUNCT
american_scientific_journal-1575	53	7	while	while	SCONJ
american_scientific_journal-1575	53	8	learning	learn	VERB
american_scientific_journal-1575	53	9	takes	take	VERB
american_scientific_journal-1575	53	10	place	place	NOUN
american_scientific_journal-1575	53	11	at	at	ADP
american_scientific_journal-1575	53	12	both	both	CCONJ
american_scientific_journal-1575	53	13	work	work	NOUN
american_scientific_journal-1575	53	14	place	place	NOUN
american_scientific_journal-1575	53	15	and	and	CCONJ
american_scientific_journal-1575	53	16	off	off	ADP
american_scientific_journal-1575	53	17	the	the	DET
american_scientific_journal-1575	53	18	job	job	NOUN
american_scientific_journal-1575	53	19	for	for	ADP
american_scientific_journal-1575	53	20	the	the	DET
american_scientific_journal-1575	53	21	specific	specific	ADJ
american_scientific_journal-1575	53	22	duration	duration	NOUN
american_scientific_journal-1575	53	23	of	of	ADP
american_scientific_journal-1575	53	24	two	two	NUM
american_scientific_journal-1575	53	25	to	to	PART
american_scientific_journal-1575	53	26	three	three	NUM
american_scientific_journal-1575	53	27	years	year	NOUN
american_scientific_journal-1575	54	1	[	[	X
american_scientific_journal-1575	54	2	13	13	NUM
american_scientific_journal-1575	54	3	]	]	PUNCT
american_scientific_journal-1575	54	4	.	.	PUNCT
american_scientific_journal-1575	55	1	apprenticeships	apprenticeship	NOUN
american_scientific_journal-1575	55	2	teach	teach	VERB
american_scientific_journal-1575	55	3	a	a	DET
american_scientific_journal-1575	55	4	wide	wide	ADJ
american_scientific_journal-1575	55	5	range	range	NOUN
american_scientific_journal-1575	55	6	of	of	ADP
american_scientific_journal-1575	55	7	tasks	task	NOUN
american_scientific_journal-1575	55	8	that	that	PRON
american_scientific_journal-1575	55	9	include	include	VERB
american_scientific_journal-1575	55	10	classroom	classroom	NOUN
american_scientific_journal-1575	55	11	training	training	NOUN
american_scientific_journal-1575	55	12	in	in	ADP
american_scientific_journal-1575	55	13	theory	theory	NOUN
american_scientific_journal-1575	55	14	as	as	ADV
american_scientific_journal-1575	55	15	well	well	ADV
american_scientific_journal-1575	55	16	as	as	ADP
american_scientific_journal-1575	55	17	practical	practical	ADJ
american_scientific_journal-1575	55	18	applications	application	NOUN
american_scientific_journal-1575	55	19	.	.	PUNCT
american_scientific_journal-1575	56	1	apprentices	apprentice	NOUN
american_scientific_journal-1575	56	2	in	in	ADP
american_scientific_journal-1575	56	3	the	the	DET
american_scientific_journal-1575	56	4	construction	construction	NOUN
american_scientific_journal-1575	56	5	industry	industry	NOUN
american_scientific_journal-1575	56	6	are	be	AUX
american_scientific_journal-1575	56	7	introduced	introduce	VERB
american_scientific_journal-1575	56	8	to	to	ADP
american_scientific_journal-1575	56	9	multiple	multiple	ADJ
american_scientific_journal-1575	56	10	skills	skill	NOUN
american_scientific_journal-1575	56	11	and	and	CCONJ
american_scientific_journal-1575	56	12	specialised	specialised	ADJ
american_scientific_journal-1575	56	13	tasks	task	NOUN
american_scientific_journal-1575	56	14	.	.	PUNCT
american_scientific_journal-1575	57	1	the	the	DET
american_scientific_journal-1575	57	2	countries	country	NOUN
american_scientific_journal-1575	57	3	that	that	PRON
american_scientific_journal-1575	57	4	place	place	VERB
american_scientific_journal-1575	57	5	exclusive	exclusive	ADJ
american_scientific_journal-1575	57	6	emphasis	emphasis	NOUN
american_scientific_journal-1575	57	7	on	on	ADP
american_scientific_journal-1575	57	8	college	college	NOUN
american_scientific_journal-1575	57	9	training	training	NOUN
american_scientific_journal-1575	57	10	only	only	ADV
american_scientific_journal-1575	57	11	end	end	VERB
american_scientific_journal-1575	57	12	up	up	ADP
american_scientific_journal-1575	57	13	with	with	ADP
american_scientific_journal-1575	57	14	weaker	weak	ADJ
american_scientific_journal-1575	57	15	human	human	ADJ
american_scientific_journal-1575	57	16	capital	capital	NOUN
american_scientific_journal-1575	57	17	than	than	ADP
american_scientific_journal-1575	57	18	those	those	PRON
american_scientific_journal-1575	57	19	with	with	ADP
american_scientific_journal-1575	57	20	a	a	DET
american_scientific_journal-1575	57	21	mixed	mixed	ADJ
american_scientific_journal-1575	57	22	strategy	strategy	NOUN
american_scientific_journal-1575	57	23	of	of	ADP
american_scientific_journal-1575	57	24	college	college	NOUN
american_scientific_journal-1575	57	25	and	and	CCONJ
american_scientific_journal-1575	57	26	apprenticeships	apprenticeship	NOUN
american_scientific_journal-1575	57	27	programmes	programme	NOUN
american_scientific_journal-1575	57	28	because	because	SCONJ
american_scientific_journal-1575	57	29	adaptation	adaptation	NOUN
american_scientific_journal-1575	57	30	to	to	ADP
american_scientific_journal-1575	57	31	the	the	DET
american_scientific_journal-1575	57	32	requirements	requirement	NOUN
american_scientific_journal-1575	57	33	of	of	ADP
american_scientific_journal-1575	57	34	the	the	DET
american_scientific_journal-1575	57	35	construction	construction	NOUN
american_scientific_journal-1575	57	36	industry	industry	NOUN
american_scientific_journal-1575	57	37	,	,	PUNCT
american_scientific_journal-1575	57	38	which	which	PRON
american_scientific_journal-1575	57	39	is	be	AUX
american_scientific_journal-1575	57	40	still	still	ADV
american_scientific_journal-1575	57	41	a	a	DET
american_scientific_journal-1575	57	42	labour	labour	NOUN
american_scientific_journal-1575	57	43	intensive	intensive	ADJ
american_scientific_journal-1575	57	44	industry	industry	NOUN
american_scientific_journal-1575	57	45	in	in	ADP
american_scientific_journal-1575	57	46	many	many	ADJ
american_scientific_journal-1575	57	47	countries	country	NOUN
american_scientific_journal-1575	57	48	,	,	PUNCT
american_scientific_journal-1575	57	49	takes	take	VERB
american_scientific_journal-1575	57	50	long	long	ADV
american_scientific_journal-1575	57	51	to	to	PART
american_scientific_journal-1575	57	52	achieve	achieve	VERB
american_scientific_journal-1575	57	53	[	[	PRON
american_scientific_journal-1575	57	54	14	14	NUM
american_scientific_journal-1575	57	55	]	]	PUNCT
american_scientific_journal-1575	57	56	.	.	PUNCT
american_scientific_journal-1575	58	1	the	the	DET
american_scientific_journal-1575	58	2	training	training	NOUN
american_scientific_journal-1575	58	3	of	of	ADP
american_scientific_journal-1575	58	4	skills	skill	NOUN
american_scientific_journal-1575	58	5	through	through	ADP
american_scientific_journal-1575	58	6	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	58	7	improves	improve	VERB
american_scientific_journal-1575	58	8	competency	competency	NOUN
american_scientific_journal-1575	58	9	and	and	CCONJ
american_scientific_journal-1575	58	10	knowledge	knowledge	NOUN
american_scientific_journal-1575	58	11	in	in	ADP
american_scientific_journal-1575	58	12	the	the	DET
american_scientific_journal-1575	58	13	execution	execution	NOUN
american_scientific_journal-1575	58	14	of	of	ADP
american_scientific_journal-1575	58	15	projects	project	NOUN
american_scientific_journal-1575	58	16	to	to	ADP
american_scientific_journal-1575	58	17	international	international	ADJ
american_scientific_journal-1575	58	18	standards	standard	NOUN
american_scientific_journal-1575	58	19	.	.	PUNCT
american_scientific_journal-1575	59	1	german	german	ADJ
american_scientific_journal-1575	59	2	is	be	AUX
american_scientific_journal-1575	59	3	a	a	DET
american_scientific_journal-1575	59	4	country	country	NOUN
american_scientific_journal-1575	59	5	with	with	ADP
american_scientific_journal-1575	59	6	a	a	DET
american_scientific_journal-1575	59	7	long	long	ADJ
american_scientific_journal-1575	59	8	standing	standing	NOUN
american_scientific_journal-1575	59	9	and	and	CCONJ
american_scientific_journal-1575	59	10	very	very	ADV
american_scientific_journal-1575	59	11	well	well	ADV
american_scientific_journal-1575	59	12	developed	develop	VERB
american_scientific_journal-1575	59	13	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	59	14	system	system	NOUN
american_scientific_journal-1575	59	15	which	which	PRON
american_scientific_journal-1575	59	16	has	have	AUX
american_scientific_journal-1575	59	17	been	be	AUX
american_scientific_journal-1575	59	18	successful	successful	ADJ
american_scientific_journal-1575	59	19	.	.	PUNCT
american_scientific_journal-1575	60	1	its	its	PRON
american_scientific_journal-1575	60	2	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	60	3	success	success	NOUN
american_scientific_journal-1575	60	4	is	be	AUX
american_scientific_journal-1575	60	5	attributed	attribute	VERB
american_scientific_journal-1575	60	6	to	to	ADP
american_scientific_journal-1575	60	7	a	a	DET
american_scientific_journal-1575	60	8	‘	'	PUNCT
american_scientific_journal-1575	60	9	dual	dual	ADJ
american_scientific_journal-1575	60	10	’	'	PUNCT
american_scientific_journal-1575	60	11	education	education	NOUN
american_scientific_journal-1575	60	12	system	system	NOUN
american_scientific_journal-1575	60	13	.	.	PUNCT
american_scientific_journal-1575	61	1	according	accord	VERB
american_scientific_journal-1575	61	2	to	to	ADP
american_scientific_journal-1575	61	3	[	[	X
american_scientific_journal-1575	61	4	15	15	NUM
american_scientific_journal-1575	61	5	]	]	PUNCT
american_scientific_journal-1575	61	6	,	,	PUNCT
american_scientific_journal-1575	61	7	the	the	DET
american_scientific_journal-1575	61	8	dual	dual	ADJ
american_scientific_journal-1575	61	9	education	education	NOUN
american_scientific_journal-1575	61	10	system	system	NOUN
american_scientific_journal-1575	61	11	law	law	NOUN
american_scientific_journal-1575	61	12	supports	support	VERB
american_scientific_journal-1575	61	13	the	the	DET
american_scientific_journal-1575	61	14	close	close	ADJ
american_scientific_journal-1575	61	15	co	co	NOUN
american_scientific_journal-1575	61	16	-	-	NOUN
american_scientific_journal-1575	61	17	operation	operation	NOUN
american_scientific_journal-1575	61	18	among	among	ADP
american_scientific_journal-1575	61	19	the	the	DET
american_scientific_journal-1575	61	20	government	government	NOUN
american_scientific_journal-1575	61	21	,	,	PUNCT
american_scientific_journal-1575	61	22	private	private	ADJ
american_scientific_journal-1575	61	23	firms	firm	NOUN
american_scientific_journal-1575	61	24	and	and	CCONJ
american_scientific_journal-1575	61	25	trade	trade	NOUN
american_scientific_journal-1575	61	26	unions	union	NOUN
american_scientific_journal-1575	61	27	.	.	PUNCT
american_scientific_journal-1575	62	1	it	it	PRON
american_scientific_journal-1575	62	2	strengthens	strengthen	VERB
american_scientific_journal-1575	62	3	and	and	CCONJ
american_scientific_journal-1575	62	4	enables	enable	VERB
american_scientific_journal-1575	62	5	apprentices	apprentice	NOUN
american_scientific_journal-1575	62	6	to	to	PART
american_scientific_journal-1575	62	7	gain	gain	VERB
american_scientific_journal-1575	62	8	exposure	exposure	NOUN
american_scientific_journal-1575	62	9	and	and	CCONJ
american_scientific_journal-1575	62	10	deep	deep	ADJ
american_scientific_journal-1575	62	11	experience	experience	NOUN
american_scientific_journal-1575	62	12	to	to	ADP
american_scientific_journal-1575	62	13	american	american	ADJ
american_scientific_journal-1575	62	14	scientific	scientific	ADJ
american_scientific_journal-1575	62	15	research	research	NOUN
american_scientific_journal-1575	62	16	journal	journal	NOUN
american_scientific_journal-1575	62	17	for	for	ADP
american_scientific_journal-1575	62	18	engineering	engineering	NOUN
american_scientific_journal-1575	62	19	,	,	PUNCT
american_scientific_journal-1575	62	20	technology	technology	NOUN
american_scientific_journal-1575	62	21	,	,	PUNCT
american_scientific_journal-1575	62	22	and	and	CCONJ
american_scientific_journal-1575	62	23	sciences	science	NOUN
american_scientific_journal-1575	62	24	(	(	PUNCT
american_scientific_journal-1575	62	25	asrjets	asrjet	NOUN
american_scientific_journal-1575	62	26	)	)	PUNCT
american_scientific_journal-1575	62	27	(	(	PUNCT
american_scientific_journal-1575	62	28	2016	2016	NUM
american_scientific_journal-1575	62	29	)	)	PUNCT
american_scientific_journal-1575	62	30	volume	volume	NOUN
american_scientific_journal-1575	62	31	18	18	NUM
american_scientific_journal-1575	62	32	,	,	PUNCT
american_scientific_journal-1575	62	33	no	no	DET
american_scientific_journal-1575	62	34	1	1	NUM
american_scientific_journal-1575	62	35	,	,	PUNCT
american_scientific_journal-1575	62	36	pp	pp	ADV
american_scientific_journal-1575	62	37	235	235	NUM
american_scientific_journal-1575	62	38	-	-	SYM
american_scientific_journal-1575	62	39	251	251	NUM
american_scientific_journal-1575	62	40	238	238	NUM
american_scientific_journal-1575	62	41	meet	meet	VERB
american_scientific_journal-1575	62	42	the	the	DET
american_scientific_journal-1575	62	43	demands	demand	NOUN
american_scientific_journal-1575	62	44	of	of	ADP
american_scientific_journal-1575	62	45	work	work	NOUN
american_scientific_journal-1575	62	46	and	and	CCONJ
american_scientific_journal-1575	62	47	increased	increase	VERB
american_scientific_journal-1575	62	48	prospects	prospect	NOUN
american_scientific_journal-1575	62	49	for	for	ADP
american_scientific_journal-1575	62	50	good	good	ADJ
american_scientific_journal-1575	62	51	performance	performance	NOUN
american_scientific_journal-1575	62	52	.	.	PUNCT
american_scientific_journal-1575	63	1	author	author	NOUN
american_scientific_journal-1575	64	1	[	[	X
american_scientific_journal-1575	64	2	16	16	NUM
american_scientific_journal-1575	64	3	]	]	PUNCT
american_scientific_journal-1575	64	4	reported	report	VERB
american_scientific_journal-1575	64	5	that	that	SCONJ
american_scientific_journal-1575	64	6	the	the	DET
american_scientific_journal-1575	64	7	future	future	ADJ
american_scientific_journal-1575	64	8	effectiveness	effectiveness	NOUN
american_scientific_journal-1575	64	9	of	of	ADP
american_scientific_journal-1575	64	10	the	the	DET
american_scientific_journal-1575	64	11	construction	construction	NOUN
american_scientific_journal-1575	64	12	industry	industry	NOUN
american_scientific_journal-1575	64	13	of	of	ADP
american_scientific_journal-1575	64	14	any	any	DET
american_scientific_journal-1575	64	15	country	country	NOUN
american_scientific_journal-1575	64	16	depends	depend	VERB
american_scientific_journal-1575	64	17	on	on	ADP
american_scientific_journal-1575	64	18	the	the	DET
american_scientific_journal-1575	64	19	quality	quality	NOUN
american_scientific_journal-1575	64	20	of	of	ADP
american_scientific_journal-1575	64	21	the	the	DET
american_scientific_journal-1575	64	22	workforce	workforce	NOUN
american_scientific_journal-1575	64	23	it	it	PRON
american_scientific_journal-1575	64	24	educates	educate	VERB
american_scientific_journal-1575	64	25	and	and	CCONJ
american_scientific_journal-1575	64	26	trains	train	NOUN
american_scientific_journal-1575	64	27	.	.	PUNCT
american_scientific_journal-1575	65	1	1.4	1.4	NUM
american_scientific_journal-1575	65	2	.	.	PUNCT
american_scientific_journal-1575	66	1	low	low	ADJ
american_scientific_journal-1575	66	2	number	number	NOUN
american_scientific_journal-1575	66	3	of	of	ADP
american_scientific_journal-1575	66	4	enrolments	enrolment	NOUN
american_scientific_journal-1575	66	5	trade	trade	NOUN
american_scientific_journal-1575	66	6	school	school	NOUN
american_scientific_journal-1575	66	7	institutes	institute	NOUN
american_scientific_journal-1575	66	8	are	be	AUX
american_scientific_journal-1575	66	9	vocational	vocational	ADJ
american_scientific_journal-1575	66	10	colleges	college	NOUN
american_scientific_journal-1575	66	11	offering	offer	VERB
american_scientific_journal-1575	66	12	tertiary	tertiary	ADJ
american_scientific_journal-1575	66	13	education	education	NOUN
american_scientific_journal-1575	66	14	under	under	ADP
american_scientific_journal-1575	66	15	teveta	teveta	PROPN
american_scientific_journal-1575	66	16	in	in	ADP
american_scientific_journal-1575	66	17	zambia	zambia	PROPN
american_scientific_journal-1575	66	18	.	.	PUNCT
american_scientific_journal-1575	67	1	graduates	graduate	NOUN
american_scientific_journal-1575	67	2	from	from	ADP
american_scientific_journal-1575	67	3	these	these	DET
american_scientific_journal-1575	67	4	institutions	institution	NOUN
american_scientific_journal-1575	67	5	are	be	AUX
american_scientific_journal-1575	67	6	needed	need	VERB
american_scientific_journal-1575	67	7	by	by	ADP
american_scientific_journal-1575	67	8	contractors	contractor	NOUN
american_scientific_journal-1575	67	9	to	to	PART
american_scientific_journal-1575	67	10	competently	competently	ADV
american_scientific_journal-1575	67	11	execute	execute	VERB
american_scientific_journal-1575	67	12	various	various	ADJ
american_scientific_journal-1575	67	13	projects	project	NOUN
american_scientific_journal-1575	67	14	in	in	ADP
american_scientific_journal-1575	67	15	the	the	DET
american_scientific_journal-1575	67	16	country	country	NOUN
american_scientific_journal-1575	67	17	.	.	PUNCT
american_scientific_journal-1575	68	1	the	the	DET
american_scientific_journal-1575	68	2	national	national	PROPN
american_scientific_journal-1575	68	3	council	council	PROPN
american_scientific_journal-1575	68	4	for	for	ADP
american_scientific_journal-1575	68	5	construction	construction	NOUN
american_scientific_journal-1575	68	6	during	during	ADP
american_scientific_journal-1575	68	7	the	the	DET
american_scientific_journal-1575	68	8	2014	2014	NUM
american_scientific_journal-1575	68	9	registration	registration	NOUN
american_scientific_journal-1575	68	10	period	period	NOUN
american_scientific_journal-1575	68	11	registered	register	VERB
american_scientific_journal-1575	68	12	4,000	4,000	NUM
american_scientific_journal-1575	68	13	contractors	contractor	NOUN
american_scientific_journal-1575	68	14	and	and	CCONJ
american_scientific_journal-1575	68	15	96	96	NUM
american_scientific_journal-1575	68	16	%	%	NOUN
american_scientific_journal-1575	68	17	of	of	ADP
american_scientific_journal-1575	68	18	the	the	DET
american_scientific_journal-1575	68	19	companies	company	NOUN
american_scientific_journal-1575	68	20	were	be	AUX
american_scientific_journal-1575	68	21	zambian	zambian	ADJ
american_scientific_journal-1575	68	22	,	,	PUNCT
american_scientific_journal-1575	68	23	while	while	SCONJ
american_scientific_journal-1575	68	24	4	4	NUM
american_scientific_journal-1575	68	25	%	%	NOUN
american_scientific_journal-1575	68	26	were	be	AUX
american_scientific_journal-1575	68	27	foreign	foreign	ADJ
american_scientific_journal-1575	68	28	owned	own	VERB
american_scientific_journal-1575	68	29	[	[	X
american_scientific_journal-1575	68	30	5	5	NUM
american_scientific_journal-1575	68	31	]	]	PUNCT
american_scientific_journal-1575	68	32	.	.	PUNCT
american_scientific_journal-1575	69	1	in	in	ADP
american_scientific_journal-1575	69	2	comparison	comparison	NOUN
american_scientific_journal-1575	69	3	,	,	PUNCT
american_scientific_journal-1575	69	4	the	the	DET
american_scientific_journal-1575	69	5	number	number	NOUN
american_scientific_journal-1575	69	6	of	of	ADP
american_scientific_journal-1575	69	7	registered	register	VERB
american_scientific_journal-1575	69	8	contractors	contractor	NOUN
american_scientific_journal-1575	69	9	exceeds	exceed	VERB
american_scientific_journal-1575	69	10	the	the	DET
american_scientific_journal-1575	69	11	annual	annual	ADJ
american_scientific_journal-1575	69	12	enrolment	enrolment	NOUN
american_scientific_journal-1575	69	13	of	of	ADP
american_scientific_journal-1575	69	14	students	student	NOUN
american_scientific_journal-1575	69	15	in	in	ADP
american_scientific_journal-1575	69	16	trade	trade	NOUN
american_scientific_journal-1575	69	17	schools	school	NOUN
american_scientific_journal-1575	69	18	.	.	PUNCT
american_scientific_journal-1575	70	1	very	very	ADV
american_scientific_journal-1575	70	2	few	few	ADJ
american_scientific_journal-1575	70	3	young	young	ADJ
american_scientific_journal-1575	70	4	people	people	NOUN
american_scientific_journal-1575	70	5	take	take	VERB
american_scientific_journal-1575	70	6	up	up	ADP
american_scientific_journal-1575	70	7	courses	course	NOUN
american_scientific_journal-1575	70	8	that	that	PRON
american_scientific_journal-1575	70	9	are	be	AUX
american_scientific_journal-1575	70	10	related	relate	VERB
american_scientific_journal-1575	70	11	to	to	ADP
american_scientific_journal-1575	70	12	construction	construction	NOUN
american_scientific_journal-1575	70	13	.	.	PUNCT
american_scientific_journal-1575	71	1	despite	despite	SCONJ
american_scientific_journal-1575	71	2	the	the	DET
american_scientific_journal-1575	71	3	overwhelming	overwhelming	ADJ
american_scientific_journal-1575	71	4	employment	employment	NOUN
american_scientific_journal-1575	71	5	opportunities	opportunity	NOUN
american_scientific_journal-1575	71	6	existed	exist	VERB
american_scientific_journal-1575	71	7	in	in	ADP
american_scientific_journal-1575	71	8	construction	construction	NOUN
american_scientific_journal-1575	71	9	sector	sector	NOUN
american_scientific_journal-1575	71	10	,	,	PUNCT
american_scientific_journal-1575	71	11	there	there	PRON
american_scientific_journal-1575	71	12	was	be	VERB
american_scientific_journal-1575	71	13	still	still	ADV
american_scientific_journal-1575	71	14	shortage	shortage	NOUN
american_scientific_journal-1575	71	15	of	of	ADP
american_scientific_journal-1575	71	16	skilled	skilled	ADJ
american_scientific_journal-1575	71	17	workers	worker	NOUN
american_scientific_journal-1575	71	18	in	in	ADP
american_scientific_journal-1575	71	19	the	the	DET
american_scientific_journal-1575	71	20	industry	industry	NOUN
american_scientific_journal-1575	71	21	.	.	PUNCT
american_scientific_journal-1575	72	1	the	the	DET
american_scientific_journal-1575	72	2	factors	factor	NOUN
american_scientific_journal-1575	72	3	that	that	PRON
american_scientific_journal-1575	72	4	contribute	contribute	VERB
american_scientific_journal-1575	72	5	to	to	ADP
american_scientific_journal-1575	72	6	low	low	ADJ
american_scientific_journal-1575	72	7	number	number	NOUN
american_scientific_journal-1575	72	8	of	of	ADP
american_scientific_journal-1575	72	9	enrolment	enrolment	NOUN
american_scientific_journal-1575	72	10	of	of	ADP
american_scientific_journal-1575	72	11	students	student	NOUN
american_scientific_journal-1575	72	12	in	in	ADP
american_scientific_journal-1575	72	13	trade	trade	NOUN
american_scientific_journal-1575	72	14	schools	school	NOUN
american_scientific_journal-1575	72	15	and	and	CCONJ
american_scientific_journal-1575	72	16	skills	skill	NOUN
american_scientific_journal-1575	72	17	shortages	shortage	NOUN
american_scientific_journal-1575	72	18	in	in	ADP
american_scientific_journal-1575	72	19	zambia	zambia	PROPN
american_scientific_journal-1575	72	20	’s	’s	PART
american_scientific_journal-1575	72	21	construction	construction	NOUN
american_scientific_journal-1575	72	22	industry	industry	NOUN
american_scientific_journal-1575	72	23	were	be	AUX
american_scientific_journal-1575	72	24	established	establish	VERB
american_scientific_journal-1575	72	25	by	by	ADP
american_scientific_journal-1575	72	26	conducting	conduct	VERB
american_scientific_journal-1575	72	27	a	a	DET
american_scientific_journal-1575	72	28	research	research	NOUN
american_scientific_journal-1575	72	29	reported	report	VERB
american_scientific_journal-1575	72	30	in	in	ADP
american_scientific_journal-1575	72	31	this	this	DET
american_scientific_journal-1575	72	32	paper	paper	NOUN
american_scientific_journal-1575	72	33	.	.	PUNCT
american_scientific_journal-1575	73	1	2	2	X
american_scientific_journal-1575	73	2	.	.	X
american_scientific_journal-1575	73	3	research	research	NOUN
american_scientific_journal-1575	73	4	methodology	methodology	NOUN
american_scientific_journal-1575	73	5	mixed	mix	VERB
american_scientific_journal-1575	73	6	method	method	NOUN
american_scientific_journal-1575	73	7	of	of	ADP
american_scientific_journal-1575	73	8	inquiry	inquiry	NOUN
american_scientific_journal-1575	73	9	shapes	shape	VERB
american_scientific_journal-1575	73	10	data	datum	NOUN
american_scientific_journal-1575	73	11	collection	collection	NOUN
american_scientific_journal-1575	73	12	accuracy	accuracy	NOUN
american_scientific_journal-1575	73	13	for	for	ADP
american_scientific_journal-1575	73	14	the	the	DET
american_scientific_journal-1575	73	15	research	research	NOUN
american_scientific_journal-1575	73	16	[	[	X
american_scientific_journal-1575	73	17	17	17	NUM
american_scientific_journal-1575	73	18	]	]	PUNCT
american_scientific_journal-1575	73	19	.	.	PUNCT
american_scientific_journal-1575	74	1	structured	structured	ADJ
american_scientific_journal-1575	74	2	interviews	interview	NOUN
american_scientific_journal-1575	74	3	,	,	PUNCT
american_scientific_journal-1575	74	4	a	a	DET
american_scientific_journal-1575	74	5	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	74	6	survey	survey	NOUN
american_scientific_journal-1575	74	7	and	and	CCONJ
american_scientific_journal-1575	74	8	three	three	NUM
american_scientific_journal-1575	74	9	case	case	NOUN
american_scientific_journal-1575	74	10	studies	study	NOUN
american_scientific_journal-1575	74	11	were	be	AUX
american_scientific_journal-1575	74	12	used	use	VERB
american_scientific_journal-1575	74	13	to	to	PART
american_scientific_journal-1575	74	14	collect	collect	VERB
american_scientific_journal-1575	74	15	data	datum	NOUN
american_scientific_journal-1575	74	16	.	.	PUNCT
american_scientific_journal-1575	75	1	a	a	DET
american_scientific_journal-1575	75	2	purposive	purposive	NOUN
american_scientific_journal-1575	75	3	,	,	PUNCT
american_scientific_journal-1575	75	4	non	non	ADJ
american_scientific_journal-1575	75	5	-	-	ADJ
american_scientific_journal-1575	75	6	probability	probability	ADJ
american_scientific_journal-1575	75	7	sampling	sampling	NOUN
american_scientific_journal-1575	75	8	method	method	NOUN
american_scientific_journal-1575	75	9	was	be	AUX
american_scientific_journal-1575	75	10	adopted	adopt	VERB
american_scientific_journal-1575	75	11	for	for	ADP
american_scientific_journal-1575	75	12	interviews	interview	NOUN
american_scientific_journal-1575	75	13	in	in	ADP
american_scientific_journal-1575	75	14	order	order	NOUN
american_scientific_journal-1575	75	15	to	to	PART
american_scientific_journal-1575	75	16	get	get	VERB
american_scientific_journal-1575	75	17	an	an	DET
american_scientific_journal-1575	75	18	in	in	ADP
american_scientific_journal-1575	75	19	-	-	PUNCT
american_scientific_journal-1575	75	20	depth	depth	NOUN
american_scientific_journal-1575	75	21	understanding	understanding	NOUN
american_scientific_journal-1575	75	22	of	of	ADP
american_scientific_journal-1575	75	23	the	the	DET
american_scientific_journal-1575	75	24	extent	extent	NOUN
american_scientific_journal-1575	75	25	of	of	ADP
american_scientific_journal-1575	75	26	the	the	DET
american_scientific_journal-1575	75	27	problem	problem	NOUN
american_scientific_journal-1575	75	28	.	.	PUNCT
american_scientific_journal-1575	76	1	ten	ten	NUM
american_scientific_journal-1575	76	2	professionals	professional	NOUN
american_scientific_journal-1575	76	3	with	with	ADP
american_scientific_journal-1575	76	4	10	10	NUM
american_scientific_journal-1575	76	5	to	to	PART
american_scientific_journal-1575	76	6	35	35	NUM
american_scientific_journal-1575	76	7	years	year	NOUN
american_scientific_journal-1575	76	8	experience	experience	NOUN
american_scientific_journal-1575	76	9	,	,	PUNCT
american_scientific_journal-1575	76	10	working	work	VERB
american_scientific_journal-1575	76	11	for	for	ADP
american_scientific_journal-1575	76	12	contractors	contractor	NOUN
american_scientific_journal-1575	76	13	,	,	PUNCT
american_scientific_journal-1575	76	14	consultants	consultant	NOUN
american_scientific_journal-1575	76	15	and	and	CCONJ
american_scientific_journal-1575	76	16	teveta	teveta	PROPN
american_scientific_journal-1575	76	17	training	training	NOUN
american_scientific_journal-1575	76	18	schools	school	NOUN
american_scientific_journal-1575	76	19	were	be	AUX
american_scientific_journal-1575	76	20	identified	identify	VERB
american_scientific_journal-1575	76	21	purposively	purposively	ADV
american_scientific_journal-1575	76	22	based	base	VERB
american_scientific_journal-1575	76	23	on	on	ADP
american_scientific_journal-1575	76	24	their	their	PRON
american_scientific_journal-1575	76	25	qualifications	qualification	NOUN
american_scientific_journal-1575	76	26	and	and	CCONJ
american_scientific_journal-1575	76	27	experience	experience	NOUN
american_scientific_journal-1575	76	28	.	.	PUNCT
american_scientific_journal-1575	77	1	the	the	DET
american_scientific_journal-1575	77	2	sample	sample	NOUN
american_scientific_journal-1575	77	3	of	of	ADP
american_scientific_journal-1575	77	4	the	the	DET
american_scientific_journal-1575	77	5	interviewees	interviewee	NOUN
american_scientific_journal-1575	77	6	was	be	AUX
american_scientific_journal-1575	77	7	selected	select	VERB
american_scientific_journal-1575	77	8	from	from	ADP
american_scientific_journal-1575	77	9	the	the	DET
american_scientific_journal-1575	77	10	association	association	NOUN
american_scientific_journal-1575	77	11	of	of	ADP
american_scientific_journal-1575	77	12	consulting	consult	VERB
american_scientific_journal-1575	77	13	engineers	engineer	NOUN
american_scientific_journal-1575	77	14	of	of	ADP
american_scientific_journal-1575	77	15	zambia	zambia	PROPN
american_scientific_journal-1575	77	16	(	(	PUNCT
american_scientific_journal-1575	77	17	acez	acez	NOUN
american_scientific_journal-1575	77	18	)	)	PUNCT
american_scientific_journal-1575	77	19	,	,	PUNCT
american_scientific_journal-1575	77	20	zambia	zambia	PROPN
american_scientific_journal-1575	77	21	institute	institute	PROPN
american_scientific_journal-1575	77	22	of	of	ADP
american_scientific_journal-1575	77	23	architects	architect	NOUN
american_scientific_journal-1575	77	24	(	(	PUNCT
american_scientific_journal-1575	77	25	zia	zia	PROPN
american_scientific_journal-1575	77	26	)	)	PUNCT
american_scientific_journal-1575	77	27	,	,	PUNCT
american_scientific_journal-1575	77	28	national	national	ADJ
american_scientific_journal-1575	77	29	council	council	PROPN
american_scientific_journal-1575	77	30	for	for	ADP
american_scientific_journal-1575	77	31	construction	construction	NOUN
american_scientific_journal-1575	77	32	(	(	PUNCT
american_scientific_journal-1575	77	33	ncc	ncc	NOUN
american_scientific_journal-1575	77	34	)	)	PUNCT
american_scientific_journal-1575	77	35	and	and	CCONJ
american_scientific_journal-1575	77	36	teveta	teveta	PROPN
american_scientific_journal-1575	77	37	schools	school	NOUN
american_scientific_journal-1575	77	38	.	.	PUNCT
american_scientific_journal-1575	78	1	interview	interview	NOUN
american_scientific_journal-1575	78	2	questions	question	NOUN
american_scientific_journal-1575	78	3	were	be	AUX
american_scientific_journal-1575	78	4	piloted	pilot	VERB
american_scientific_journal-1575	78	5	on	on	ADP
american_scientific_journal-1575	78	6	an	an	DET
american_scientific_journal-1575	78	7	engineer	engineer	NOUN
american_scientific_journal-1575	78	8	,	,	PUNCT
american_scientific_journal-1575	78	9	an	an	DET
american_scientific_journal-1575	78	10	architect	architect	NOUN
american_scientific_journal-1575	78	11	and	and	CCONJ
american_scientific_journal-1575	78	12	a	a	DET
american_scientific_journal-1575	78	13	trade	trade	NOUN
american_scientific_journal-1575	78	14	school	school	NOUN
american_scientific_journal-1575	78	15	lecturer	lecturer	NOUN
american_scientific_journal-1575	78	16	before	before	SCONJ
american_scientific_journal-1575	78	17	the	the	DET
american_scientific_journal-1575	78	18	final	final	ADJ
american_scientific_journal-1575	78	19	instrument	instrument	NOUN
american_scientific_journal-1575	78	20	was	be	AUX
american_scientific_journal-1575	78	21	adopted	adopt	VERB
american_scientific_journal-1575	78	22	.	.	PUNCT
american_scientific_journal-1575	79	1	the	the	DET
american_scientific_journal-1575	79	2	results	result	NOUN
american_scientific_journal-1575	79	3	of	of	ADP
american_scientific_journal-1575	79	4	interviews	interview	NOUN
american_scientific_journal-1575	79	5	formed	form	VERB
american_scientific_journal-1575	79	6	part	part	NOUN
american_scientific_journal-1575	79	7	of	of	ADP
american_scientific_journal-1575	79	8	the	the	DET
american_scientific_journal-1575	79	9	information	information	NOUN
american_scientific_journal-1575	79	10	utilised	utilise	VERB
american_scientific_journal-1575	79	11	in	in	ADP
american_scientific_journal-1575	79	12	developing	develop	VERB
american_scientific_journal-1575	79	13	of	of	ADP
american_scientific_journal-1575	79	14	the	the	DET
american_scientific_journal-1575	79	15	wider	wide	ADJ
american_scientific_journal-1575	79	16	survey	survey	NOUN
american_scientific_journal-1575	79	17	for	for	ADP
american_scientific_journal-1575	79	18	the	the	DET
american_scientific_journal-1575	79	19	self	self	NOUN
american_scientific_journal-1575	79	20	administered	administer	VERB
american_scientific_journal-1575	79	21	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	79	22	.	.	PUNCT
american_scientific_journal-1575	80	1	a	a	DET
american_scientific_journal-1575	80	2	stratified	stratified	ADJ
american_scientific_journal-1575	80	3	random	random	ADJ
american_scientific_journal-1575	80	4	sample	sample	NOUN
american_scientific_journal-1575	80	5	was	be	AUX
american_scientific_journal-1575	80	6	used	use	VERB
american_scientific_journal-1575	80	7	in	in	ADP
american_scientific_journal-1575	80	8	the	the	DET
american_scientific_journal-1575	80	9	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	80	10	survey	survey	NOUN
american_scientific_journal-1575	80	11	to	to	PART
american_scientific_journal-1575	80	12	ensure	ensure	VERB
american_scientific_journal-1575	80	13	that	that	SCONJ
american_scientific_journal-1575	80	14	the	the	DET
american_scientific_journal-1575	80	15	sample	sample	NOUN
american_scientific_journal-1575	80	16	was	be	AUX
american_scientific_journal-1575	80	17	adequately	adequately	ADV
american_scientific_journal-1575	80	18	representative	representative	ADJ
american_scientific_journal-1575	80	19	.	.	PUNCT
american_scientific_journal-1575	81	1	the	the	DET
american_scientific_journal-1575	81	2	population	population	NOUN
american_scientific_journal-1575	81	3	was	be	AUX
american_scientific_journal-1575	81	4	divided	divide	VERB
american_scientific_journal-1575	81	5	into	into	ADP
american_scientific_journal-1575	81	6	strata	strata	NOUN
american_scientific_journal-1575	81	7	or	or	CCONJ
american_scientific_journal-1575	81	8	groups	group	NOUN
american_scientific_journal-1575	81	9	:	:	PUNCT
american_scientific_journal-1575	81	10	contractors	contractor	NOUN
american_scientific_journal-1575	81	11	registered	register	VERB
american_scientific_journal-1575	81	12	with	with	ADP
american_scientific_journal-1575	81	13	ncc	ncc	PROPN
american_scientific_journal-1575	81	14	in	in	ADP
american_scientific_journal-1575	81	15	the	the	DET
american_scientific_journal-1575	81	16	building	building	NOUN
american_scientific_journal-1575	81	17	category	category	NOUN
american_scientific_journal-1575	81	18	;	;	PUNCT
american_scientific_journal-1575	81	19	consultants	consultant	NOUN
american_scientific_journal-1575	81	20	;	;	PUNCT
american_scientific_journal-1575	81	21	and	and	CCONJ
american_scientific_journal-1575	81	22	teveta	teveta	NOUN
american_scientific_journal-1575	81	23	trade	trade	NOUN
american_scientific_journal-1575	81	24	schools	school	NOUN
american_scientific_journal-1575	81	25	.	.	PUNCT
american_scientific_journal-1575	82	1	the	the	DET
american_scientific_journal-1575	82	2	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	82	3	survey	survey	NOUN
american_scientific_journal-1575	82	4	elicited	elicit	VERB
american_scientific_journal-1575	82	5	information	information	NOUN
american_scientific_journal-1575	82	6	on	on	ADP
american_scientific_journal-1575	82	7	:	:	PUNCT
american_scientific_journal-1575	82	8	artisan	artisan	ADJ
american_scientific_journal-1575	82	9	shortages	shortage	NOUN
american_scientific_journal-1575	82	10	;	;	PUNCT
american_scientific_journal-1575	82	11	factors	factor	NOUN
american_scientific_journal-1575	82	12	that	that	PRON
american_scientific_journal-1575	82	13	cause	cause	VERB
american_scientific_journal-1575	82	14	shortage	shortage	NOUN
american_scientific_journal-1575	82	15	of	of	ADP
american_scientific_journal-1575	82	16	artisan	artisan	ADJ
american_scientific_journal-1575	82	17	skills	skill	NOUN
american_scientific_journal-1575	82	18	;	;	PUNCT
american_scientific_journal-1575	82	19	and	and	CCONJ
american_scientific_journal-1575	82	20	an	an	DET
american_scientific_journal-1575	82	21	evaluation	evaluation	NOUN
american_scientific_journal-1575	82	22	of	of	ADP
american_scientific_journal-1575	82	23	the	the	DET
american_scientific_journal-1575	82	24	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	82	25	training	training	NOUN
american_scientific_journal-1575	82	26	system	system	NOUN
american_scientific_journal-1575	82	27	.	.	PUNCT
american_scientific_journal-1575	83	1	2.1	2.1	NUM
american_scientific_journal-1575	83	2	.	.	PUNCT
american_scientific_journal-1575	83	3	sample	sample	NOUN
american_scientific_journal-1575	83	4	design	design	NOUN
american_scientific_journal-1575	83	5	stratified	stratify	VERB
american_scientific_journal-1575	83	6	random	random	ADJ
american_scientific_journal-1575	83	7	sample	sample	NOUN
american_scientific_journal-1575	83	8	was	be	AUX
american_scientific_journal-1575	83	9	adopted	adopt	VERB
american_scientific_journal-1575	83	10	to	to	PART
american_scientific_journal-1575	83	11	treat	treat	VERB
american_scientific_journal-1575	83	12	biasness	biasness	NOUN
american_scientific_journal-1575	83	13	in	in	ADP
american_scientific_journal-1575	83	14	sample	sample	NOUN
american_scientific_journal-1575	83	15	selection	selection	NOUN
american_scientific_journal-1575	83	16	,	,	PUNCT
american_scientific_journal-1575	83	17	by	by	ADP
american_scientific_journal-1575	83	18	first	first	ADV
american_scientific_journal-1575	83	19	dividing	divide	VERB
american_scientific_journal-1575	83	20	the	the	DET
american_scientific_journal-1575	83	21	population	population	NOUN
american_scientific_journal-1575	83	22	into	into	ADP
american_scientific_journal-1575	83	23	groups	group	NOUN
american_scientific_journal-1575	83	24	of	of	ADP
american_scientific_journal-1575	83	25	similar	similar	ADJ
american_scientific_journal-1575	83	26	elements	element	NOUN
american_scientific_journal-1575	83	27	called	call	VERB
american_scientific_journal-1575	83	28	strata	strata	NOUN
american_scientific_journal-1575	83	29	.	.	PUNCT
american_scientific_journal-1575	84	1	then	then	ADV
american_scientific_journal-1575	84	2	conducted	conduct	VERB
american_scientific_journal-1575	84	3	a	a	DET
american_scientific_journal-1575	84	4	separate	separate	ADJ
american_scientific_journal-1575	84	5	simple	simple	ADJ
american_scientific_journal-1575	84	6	random	random	ADJ
american_scientific_journal-1575	84	7	sampling	sampling	NOUN
american_scientific_journal-1575	84	8	(	(	PUNCT
american_scientific_journal-1575	84	9	srs	srs	PROPN
american_scientific_journal-1575	84	10	)	)	PUNCT
american_scientific_journal-1575	84	11	in	in	ADP
american_scientific_journal-1575	84	12	each	each	DET
american_scientific_journal-1575	84	13	stratum	stratum	NOUN
american_scientific_journal-1575	84	14	,	,	PUNCT
american_scientific_journal-1575	84	15	thereafter	thereafter	ADV
american_scientific_journal-1575	84	16	,	,	PUNCT
american_scientific_journal-1575	84	17	the	the	DET
american_scientific_journal-1575	84	18	combined	combined	PROPN
american_scientific_journal-1575	84	19	srs	srs	PROPN
american_scientific_journal-1575	84	20	formed	form	VERB
american_scientific_journal-1575	84	21	the	the	DET
american_scientific_journal-1575	84	22	full	full	ADJ
american_scientific_journal-1575	84	23	sample	sample	NOUN
american_scientific_journal-1575	84	24	.	.	PUNCT
american_scientific_journal-1575	85	1	according	accord	VERB
american_scientific_journal-1575	85	2	to	to	ADP
american_scientific_journal-1575	85	3	[	[	X
american_scientific_journal-1575	85	4	18	18	NUM
american_scientific_journal-1575	85	5	]	]	PUNCT
american_scientific_journal-1575	85	6	,	,	PUNCT
american_scientific_journal-1575	85	7	the	the	DET
american_scientific_journal-1575	85	8	size	size	NOUN
american_scientific_journal-1575	85	9	of	of	ADP
american_scientific_journal-1575	85	10	the	the	DET
american_scientific_journal-1575	85	11	sample	sample	NOUN
american_scientific_journal-1575	85	12	is	be	AUX
american_scientific_journal-1575	85	13	the	the	DET
american_scientific_journal-1575	85	14	most	most	ADV
american_scientific_journal-1575	85	15	important	important	ADJ
american_scientific_journal-1575	85	16	parameter	parameter	NOUN
american_scientific_journal-1575	85	17	of	of	ADP
american_scientific_journal-1575	85	18	a	a	DET
american_scientific_journal-1575	85	19	sample	sample	NOUN
american_scientific_journal-1575	85	20	design	design	NOUN
american_scientific_journal-1575	85	21	,	,	PUNCT
american_scientific_journal-1575	85	22	because	because	SCONJ
american_scientific_journal-1575	85	23	it	it	PRON
american_scientific_journal-1575	85	24	affects	affect	VERB
american_scientific_journal-1575	85	25	precision	precision	NOUN
american_scientific_journal-1575	85	26	,	,	PUNCT
american_scientific_journal-1575	85	27	cost	cost	NOUN
american_scientific_journal-1575	85	28	and	and	CCONJ
american_scientific_journal-1575	85	29	duration	duration	NOUN
american_scientific_journal-1575	85	30	of	of	ADP
american_scientific_journal-1575	85	31	the	the	DET
american_scientific_journal-1575	85	32	survey	survey	NOUN
american_scientific_journal-1575	85	33	more	more	ADJ
american_scientific_journal-1575	85	34	than	than	ADP
american_scientific_journal-1575	85	35	any	any	DET
american_scientific_journal-1575	85	36	other	other	ADJ
american_scientific_journal-1575	85	37	factor	factor	NOUN
american_scientific_journal-1575	85	38	.	.	PUNCT
american_scientific_journal-1575	86	1	the	the	DET
american_scientific_journal-1575	86	2	sample	sample	NOUN
american_scientific_journal-1575	86	3	size	size	NOUN
american_scientific_journal-1575	86	4	was	be	AUX
american_scientific_journal-1575	86	5	considered	consider	VERB
american_scientific_journal-1575	86	6	both	both	PRON
american_scientific_journal-1575	86	7	in	in	ADP
american_scientific_journal-1575	86	8	terms	term	NOUN
american_scientific_journal-1575	86	9	of	of	ADP
american_scientific_journal-1575	86	10	the	the	DET
american_scientific_journal-1575	86	11	available	available	ADJ
american_scientific_journal-1575	86	12	time	time	NOUN
american_scientific_journal-1575	86	13	and	and	CCONJ
american_scientific_journal-1575	86	14	budget	budget	NOUN
american_scientific_journal-1575	86	15	.	.	PUNCT
american_scientific_journal-1575	87	1	american	american	ADJ
american_scientific_journal-1575	87	2	scientific	scientific	ADJ
american_scientific_journal-1575	87	3	research	research	PROPN
american_scientific_journal-1575	87	4	journal	journal	NOUN
american_scientific_journal-1575	87	5	for	for	ADP
american_scientific_journal-1575	87	6	engineering	engineering	NOUN
american_scientific_journal-1575	87	7	,	,	PUNCT
american_scientific_journal-1575	87	8	technology	technology	NOUN
american_scientific_journal-1575	87	9	,	,	PUNCT
american_scientific_journal-1575	87	10	and	and	CCONJ
american_scientific_journal-1575	87	11	sciences	science	NOUN
american_scientific_journal-1575	87	12	(	(	PUNCT
american_scientific_journal-1575	87	13	asrjets	asrjet	NOUN
american_scientific_journal-1575	87	14	)	)	PUNCT
american_scientific_journal-1575	87	15	(	(	PUNCT
american_scientific_journal-1575	87	16	2016	2016	NUM
american_scientific_journal-1575	87	17	)	)	PUNCT
american_scientific_journal-1575	87	18	volume	volume	NOUN
american_scientific_journal-1575	87	19	18	18	NUM
american_scientific_journal-1575	87	20	,	,	PUNCT
american_scientific_journal-1575	87	21	no	no	DET
american_scientific_journal-1575	87	22	1	1	NUM
american_scientific_journal-1575	87	23	,	,	PUNCT
american_scientific_journal-1575	87	24	pp	pp	ADV
american_scientific_journal-1575	87	25	235	235	NUM
american_scientific_journal-1575	87	26	-	-	SYM
american_scientific_journal-1575	87	27	251	251	NUM
american_scientific_journal-1575	87	28	239	239	NUM
american_scientific_journal-1575	87	29	2.2	2.2	NUM
american_scientific_journal-1575	87	30	.	.	PUNCT
american_scientific_journal-1575	88	1	population	population	NOUN
american_scientific_journal-1575	88	2	.	.	PUNCT
american_scientific_journal-1575	89	1	according	accord	VERB
american_scientific_journal-1575	89	2	to	to	ADP
american_scientific_journal-1575	89	3	[	[	X
american_scientific_journal-1575	89	4	17	17	NUM
american_scientific_journal-1575	89	5	]	]	PUNCT
american_scientific_journal-1575	89	6	population	population	NOUN
american_scientific_journal-1575	89	7	in	in	ADP
american_scientific_journal-1575	89	8	research	research	NOUN
american_scientific_journal-1575	89	9	it	it	PRON
american_scientific_journal-1575	89	10	is	be	AUX
american_scientific_journal-1575	89	11	a	a	DET
american_scientific_journal-1575	89	12	collective	collective	ADJ
american_scientific_journal-1575	89	13	term	term	NOUN
american_scientific_journal-1575	89	14	used	use	VERB
american_scientific_journal-1575	89	15	to	to	PART
american_scientific_journal-1575	89	16	describe	describe	VERB
american_scientific_journal-1575	89	17	the	the	DET
american_scientific_journal-1575	89	18	total	total	ADJ
american_scientific_journal-1575	89	19	quantity	quantity	NOUN
american_scientific_journal-1575	89	20	of	of	ADP
american_scientific_journal-1575	89	21	things	thing	NOUN
american_scientific_journal-1575	89	22	that	that	PRON
american_scientific_journal-1575	89	23	have	have	VERB
american_scientific_journal-1575	89	24	a	a	DET
american_scientific_journal-1575	89	25	similar	similar	ADJ
american_scientific_journal-1575	89	26	characteristic	characteristic	NOUN
american_scientific_journal-1575	89	27	and	and	CCONJ
american_scientific_journal-1575	89	28	are	be	AUX
american_scientific_journal-1575	89	29	subject	subject	ADJ
american_scientific_journal-1575	89	30	of	of	ADP
american_scientific_journal-1575	89	31	the	the	DET
american_scientific_journal-1575	89	32	study	study	NOUN
american_scientific_journal-1575	89	33	.	.	PUNCT
american_scientific_journal-1575	90	1	the	the	DET
american_scientific_journal-1575	90	2	population	population	NOUN
american_scientific_journal-1575	90	3	in	in	ADP
american_scientific_journal-1575	90	4	this	this	DET
american_scientific_journal-1575	90	5	study	study	NOUN
american_scientific_journal-1575	90	6	was	be	AUX
american_scientific_journal-1575	90	7	all	all	DET
american_scientific_journal-1575	90	8	contractors	contractor	NOUN
american_scientific_journal-1575	90	9	registered	register	VERB
american_scientific_journal-1575	90	10	with	with	ADP
american_scientific_journal-1575	90	11	national	national	ADJ
american_scientific_journal-1575	90	12	council	council	PROPN
american_scientific_journal-1575	90	13	for	for	ADP
american_scientific_journal-1575	90	14	construction	construction	NOUN
american_scientific_journal-1575	90	15	in	in	ADP
american_scientific_journal-1575	90	16	zambia	zambia	PROPN
american_scientific_journal-1575	90	17	in	in	ADP
american_scientific_journal-1575	90	18	building	building	NOUN
american_scientific_journal-1575	90	19	category	category	NOUN
american_scientific_journal-1575	90	20	,	,	PUNCT
american_scientific_journal-1575	90	21	consultants	consultant	NOUN
american_scientific_journal-1575	90	22	,	,	PUNCT
american_scientific_journal-1575	90	23	and	and	CCONJ
american_scientific_journal-1575	90	24	teveta	teveta	PROPN
american_scientific_journal-1575	90	25	schools	school	NOUN
american_scientific_journal-1575	90	26	,	,	PUNCT
american_scientific_journal-1575	90	27	offering	offer	VERB
american_scientific_journal-1575	90	28	training	training	NOUN
american_scientific_journal-1575	90	29	to	to	ADP
american_scientific_journal-1575	90	30	artisans	artisan	NOUN
american_scientific_journal-1575	90	31	.	.	PUNCT
american_scientific_journal-1575	91	1	the	the	DET
american_scientific_journal-1575	91	2	sampling	sample	VERB
american_scientific_journal-1575	91	3	frame	frame	NOUN
american_scientific_journal-1575	91	4	was	be	AUX
american_scientific_journal-1575	91	5	prepared	prepare	VERB
american_scientific_journal-1575	91	6	in	in	ADP
american_scientific_journal-1575	91	7	the	the	DET
american_scientific_journal-1575	91	8	form	form	NOUN
american_scientific_journal-1575	91	9	of	of	ADP
american_scientific_journal-1575	91	10	a	a	DET
american_scientific_journal-1575	91	11	physical	physical	ADJ
american_scientific_journal-1575	91	12	registered	register	VERB
american_scientific_journal-1575	91	13	list	list	NOUN
american_scientific_journal-1575	91	14	of	of	ADP
american_scientific_journal-1575	91	15	contractors	contractor	NOUN
american_scientific_journal-1575	91	16	from	from	ADP
american_scientific_journal-1575	91	17	ncc	ncc	PROPN
american_scientific_journal-1575	91	18	.	.	PUNCT
american_scientific_journal-1575	92	1	population	population	NOUN
american_scientific_journal-1575	92	2	was	be	AUX
american_scientific_journal-1575	92	3	divided	divide	VERB
american_scientific_journal-1575	92	4	into	into	ADP
american_scientific_journal-1575	92	5	;	;	PUNCT
american_scientific_journal-1575	92	6	contractors	contractor	NOUN
american_scientific_journal-1575	92	7	in	in	ADP
american_scientific_journal-1575	92	8	grade	grade	NOUN
american_scientific_journal-1575	92	9	1	1	NUM
american_scientific_journal-1575	92	10	to	to	ADP
american_scientific_journal-1575	92	11	6.in	6.in	NUM
american_scientific_journal-1575	92	12	building	build	VERB
american_scientific_journal-1575	92	13	category	category	NOUN
american_scientific_journal-1575	92	14	.	.	PUNCT
american_scientific_journal-1575	93	1	the	the	DET
american_scientific_journal-1575	93	2	population	population	NOUN
american_scientific_journal-1575	93	3	“	"	PUNCT
american_scientific_journal-1575	93	4	register	register	VERB
american_scientific_journal-1575	93	5	”	"	PUNCT
american_scientific_journal-1575	93	6	was	be	AUX
american_scientific_journal-1575	93	7	randomly	randomly	ADV
american_scientific_journal-1575	93	8	sampled	sample	VERB
american_scientific_journal-1575	93	9	to	to	PART
american_scientific_journal-1575	93	10	get	get	VERB
american_scientific_journal-1575	93	11	20	20	NUM
american_scientific_journal-1575	93	12	contractors	contractor	NOUN
american_scientific_journal-1575	93	13	for	for	ADP
american_scientific_journal-1575	93	14	each	each	DET
american_scientific_journal-1575	93	15	grade	grade	NOUN
american_scientific_journal-1575	93	16	.	.	PUNCT
american_scientific_journal-1575	94	1	the	the	DET
american_scientific_journal-1575	94	2	totals	total	NOUN
american_scientific_journal-1575	94	3	were	be	AUX
american_scientific_journal-1575	94	4	added	add	VERB
american_scientific_journal-1575	94	5	to	to	PART
american_scientific_journal-1575	94	6	form	form	VERB
american_scientific_journal-1575	94	7	120	120	NUM
american_scientific_journal-1575	94	8	population	population	NOUN
american_scientific_journal-1575	94	9	of	of	ADP
american_scientific_journal-1575	94	10	first	first	ADJ
american_scientific_journal-1575	94	11	strum	strum	NOUN
american_scientific_journal-1575	94	12	for	for	ADP
american_scientific_journal-1575	94	13	contractors	contractor	NOUN
american_scientific_journal-1575	94	14	.the	.the	PUNCT
american_scientific_journal-1575	94	15	second	second	ADJ
american_scientific_journal-1575	94	16	strum	strum	NOUN
american_scientific_journal-1575	94	17	was	be	AUX
american_scientific_journal-1575	94	18	35	35	NUM
american_scientific_journal-1575	94	19	registered	register	VERB
american_scientific_journal-1575	94	20	consultants	consultant	NOUN
american_scientific_journal-1575	94	21	and	and	CCONJ
american_scientific_journal-1575	94	22	the	the	DET
american_scientific_journal-1575	94	23	last	last	ADJ
american_scientific_journal-1575	94	24	strum	strum	NOUN
american_scientific_journal-1575	94	25	was	be	AUX
american_scientific_journal-1575	94	26	20	20	NUM
american_scientific_journal-1575	94	27	registered	register	VERB
american_scientific_journal-1575	94	28	teveta	teveta	NOUN
american_scientific_journal-1575	94	29	schools	school	NOUN
american_scientific_journal-1575	94	30	also	also	ADV
american_scientific_journal-1575	94	31	randomly	randomly	ADV
american_scientific_journal-1575	94	32	sampled	sample	VERB
american_scientific_journal-1575	94	33	from	from	ADP
american_scientific_journal-1575	94	34	the	the	DET
american_scientific_journal-1575	94	35	respective	respective	ADJ
american_scientific_journal-1575	94	36	registers	register	NOUN
american_scientific_journal-1575	94	37	.	.	PUNCT
american_scientific_journal-1575	95	1	the	the	DET
american_scientific_journal-1575	95	2	total	total	ADJ
american_scientific_journal-1575	95	3	population	population	NOUN
american_scientific_journal-1575	95	4	of	of	ADP
american_scientific_journal-1575	95	5	study	study	NOUN
american_scientific_journal-1575	95	6	became	become	VERB
american_scientific_journal-1575	95	7	175	175	NUM
american_scientific_journal-1575	95	8	elements	element	NOUN
american_scientific_journal-1575	95	9	.	.	PUNCT
american_scientific_journal-1575	96	1	2.3	2.3	NUM
american_scientific_journal-1575	96	2	sample	sample	NOUN
american_scientific_journal-1575	96	3	size	size	NOUN
american_scientific_journal-1575	96	4	,	,	PUNCT
american_scientific_journal-1575	96	5	the	the	DET
american_scientific_journal-1575	96	6	sample	sample	NOUN
american_scientific_journal-1575	96	7	size	size	NOUN
american_scientific_journal-1575	96	8	was	be	AUX
american_scientific_journal-1575	96	9	selected	select	VERB
american_scientific_journal-1575	96	10	as	as	ADP
american_scientific_journal-1575	96	11	the	the	DET
american_scientific_journal-1575	96	12	parameter	parameter	NOUN
american_scientific_journal-1575	96	13	for	for	ADP
american_scientific_journal-1575	96	14	stratification	stratification	NOUN
american_scientific_journal-1575	96	15	to	to	PART
american_scientific_journal-1575	96	16	ensure	ensure	VERB
american_scientific_journal-1575	96	17	sampling	sample	VERB
american_scientific_journal-1575	96	18	elements	element	NOUN
american_scientific_journal-1575	96	19	was	be	AUX
american_scientific_journal-1575	96	20	homogeneous	homogeneous	ADJ
american_scientific_journal-1575	96	21	and	and	CCONJ
american_scientific_journal-1575	96	22	divided	divide	VERB
american_scientific_journal-1575	96	23	into	into	ADP
american_scientific_journal-1575	96	24	three	three	NUM
american_scientific_journal-1575	96	25	groups	group	NOUN
american_scientific_journal-1575	96	26	or	or	CCONJ
american_scientific_journal-1575	96	27	strata	strata	NOUN
american_scientific_journal-1575	96	28	based	base	VERB
american_scientific_journal-1575	96	29	on	on	ADP
american_scientific_journal-1575	96	30	their	their	PRON
american_scientific_journal-1575	96	31	sub	sub	NOUN
american_scientific_journal-1575	96	32	sector	sector	NOUN
american_scientific_journal-1575	96	33	in	in	ADP
american_scientific_journal-1575	96	34	construction	construction	NOUN
american_scientific_journal-1575	96	35	industry	industry	NOUN
american_scientific_journal-1575	96	36	.	.	PUNCT
american_scientific_journal-1575	97	1	proportionate	proportionate	ADJ
american_scientific_journal-1575	97	2	stratified	stratified	ADJ
american_scientific_journal-1575	97	3	sampling	sampling	NOUN
american_scientific_journal-1575	97	4	was	be	AUX
american_scientific_journal-1575	97	5	found	find	VERB
american_scientific_journal-1575	97	6	suitable	suitable	ADJ
american_scientific_journal-1575	97	7	.	.	PUNCT
american_scientific_journal-1575	98	1	standard	standard	ADJ
american_scientific_journal-1575	98	2	normal	normal	ADJ
american_scientific_journal-1575	98	3	deviation	deviation	NOUN
american_scientific_journal-1575	98	4	for	for	ADP
american_scientific_journal-1575	98	5	95	95	NUM
american_scientific_journal-1575	98	6	percent	percent	NOUN
american_scientific_journal-1575	98	7	confidence	confidence	NOUN
american_scientific_journal-1575	98	8	with	with	ADP
american_scientific_journal-1575	98	9	five	five	NUM
american_scientific_journal-1575	98	10	-	-	PUNCT
american_scientific_journal-1575	98	11	percent	percent	NOUN
american_scientific_journal-1575	98	12	marginal	marginal	ADJ
american_scientific_journal-1575	98	13	error	error	NOUN
american_scientific_journal-1575	98	14	was	be	AUX
american_scientific_journal-1575	98	15	acceptable	acceptable	ADJ
american_scientific_journal-1575	98	16	for	for	ADP
american_scientific_journal-1575	98	17	this	this	DET
american_scientific_journal-1575	98	18	study	study	NOUN
american_scientific_journal-1575	98	19	.	.	PUNCT
american_scientific_journal-1575	99	1	the	the	DET
american_scientific_journal-1575	99	2	sample	sample	NOUN
american_scientific_journal-1575	99	3	was	be	AUX
american_scientific_journal-1575	99	4	determined	determine	VERB
american_scientific_journal-1575	99	5	using	use	VERB
american_scientific_journal-1575	99	6	the	the	DET
american_scientific_journal-1575	99	7	following	follow	VERB
american_scientific_journal-1575	99	8	bio	bio	INTJ
american_scientific_journal-1575	99	9	statistical	statistical	ADJ
american_scientific_journal-1575	99	10	formula	formula	NOUN
american_scientific_journal-1575	99	11	to	to	PART
american_scientific_journal-1575	99	12	estimate	estimate	VERB
american_scientific_journal-1575	99	13	sample	sample	NOUN
american_scientific_journal-1575	99	14	in	in	ADP
american_scientific_journal-1575	99	15	a	a	DET
american_scientific_journal-1575	99	16	survey	survey	NOUN
american_scientific_journal-1575	99	17	n	n	PRON
american_scientific_journal-1575	99	18	=	=	PROPN
american_scientific_journal-1575	99	19	z2p	z2p	X
american_scientific_journal-1575	99	20	(	(	PUNCT
american_scientific_journal-1575	99	21	100	100	NUM
american_scientific_journal-1575	99	22	%	%	NOUN
american_scientific_journal-1575	99	23	p	p	NOUN
american_scientific_journal-1575	99	24	)	)	PUNCT
american_scientific_journal-1575	99	25	(	(	PUNCT
american_scientific_journal-1575	99	26	1	1	NUM
american_scientific_journal-1575	99	27	)	)	PUNCT
american_scientific_journal-1575	99	28	(	(	PUNCT
american_scientific_journal-1575	99	29	e	e	NOUN
american_scientific_journal-1575	99	30	)	)	PUNCT
american_scientific_journal-1575	99	31	2	2	NUM
american_scientific_journal-1575	99	32	source	source	NOUN
american_scientific_journal-1575	99	33	:	:	PUNCT
american_scientific_journal-1575	99	34	sample	sample	NOUN
american_scientific_journal-1575	99	35	size	size	NOUN
american_scientific_journal-1575	99	36	calculation	calculation	NOUN
american_scientific_journal-1575	99	37	;	;	PUNCT
american_scientific_journal-1575	100	1	[	[	X
american_scientific_journal-1575	100	2	19	19	NUM
american_scientific_journal-1575	100	3	]	]	PUNCT
american_scientific_journal-1575	100	4	from	from	ADP
american_scientific_journal-1575	100	5	equation	equation	NOUN
american_scientific_journal-1575	100	6	1	1	NUM
american_scientific_journal-1575	100	7	:	:	PUNCT
american_scientific_journal-1575	100	8	n	n	PRON
american_scientific_journal-1575	100	9	is	be	AUX
american_scientific_journal-1575	100	10	sample	sample	NOUN
american_scientific_journal-1575	100	11	size	size	NOUN
american_scientific_journal-1575	100	12	required	require	VERB
american_scientific_journal-1575	100	13	;	;	PUNCT
american_scientific_journal-1575	100	14	p	p	PRON
american_scientific_journal-1575	100	15	is	be	AUX
american_scientific_journal-1575	100	16	estimated	estimate	VERB
american_scientific_journal-1575	100	17	proportion	proportion	NOUN
american_scientific_journal-1575	100	18	of	of	ADP
american_scientific_journal-1575	100	19	sample	sample	NOUN
american_scientific_journal-1575	100	20	,	,	PUNCT
american_scientific_journal-1575	100	21	e	e	NOUN
american_scientific_journal-1575	100	22	:	:	PUNCT
american_scientific_journal-1575	100	23	is	be	AUX
american_scientific_journal-1575	100	24	marginal	marginal	ADJ
american_scientific_journal-1575	100	25	error	error	NOUN
american_scientific_journal-1575	100	26	and	and	CCONJ
american_scientific_journal-1575	100	27	z	z	NOUN
american_scientific_journal-1575	100	28	:	:	PUNCT
american_scientific_journal-1575	100	29	standard	standard	ADJ
american_scientific_journal-1575	100	30	normal	normal	ADJ
american_scientific_journal-1575	100	31	deviation	deviation	NOUN
american_scientific_journal-1575	100	32	with	with	ADP
american_scientific_journal-1575	100	33	factor	factor	NOUN
american_scientific_journal-1575	100	34	'	'	PUNCT
american_scientific_journal-1575	100	35	’	’	NUM
american_scientific_journal-1575	100	36	1.96	1.96	NUM
american_scientific_journal-1575	100	37	”	"	PUNCT
american_scientific_journal-1575	100	38	;	;	PUNCT
american_scientific_journal-1575	100	39	relating	relate	VERB
american_scientific_journal-1575	100	40	to	to	ADP
american_scientific_journal-1575	100	41	95	95	NUM
american_scientific_journal-1575	100	42	percent	percent	NOUN
american_scientific_journal-1575	100	43	confidence	confidence	NOUN
american_scientific_journal-1575	100	44	.	.	PUNCT
american_scientific_journal-1575	101	1	the	the	DET
american_scientific_journal-1575	101	2	sample	sample	NOUN
american_scientific_journal-1575	101	3	was	be	AUX
american_scientific_journal-1575	101	4	estimated	estimate	VERB
american_scientific_journal-1575	101	5	to	to	PART
american_scientific_journal-1575	101	6	be	be	AUX
american_scientific_journal-1575	101	7	fifty	fifty	NUM
american_scientific_journal-1575	101	8	(	(	PUNCT
american_scientific_journal-1575	101	9	50	50	NUM
american_scientific_journal-1575	101	10	.	.	PUNCT
american_scientific_journal-1575	101	11	)	)	PUNCT
american_scientific_journal-1575	101	12	from	from	ADP
american_scientific_journal-1575	101	13	the	the	DET
american_scientific_journal-1575	101	14	total	total	ADJ
american_scientific_journal-1575	101	15	sample	sample	NOUN
american_scientific_journal-1575	101	16	of	of	ADP
american_scientific_journal-1575	101	17	175	175	NUM
american_scientific_journal-1575	101	18	,	,	PUNCT
american_scientific_journal-1575	101	19	a	a	DET
american_scientific_journal-1575	101	20	proportionate	proportionate	ADJ
american_scientific_journal-1575	101	21	fraction	fraction	NOUN
american_scientific_journal-1575	101	22	was	be	AUX
american_scientific_journal-1575	101	23	calculated	calculate	VERB
american_scientific_journal-1575	101	24	,	,	PUNCT
american_scientific_journal-1575	101	25	by	by	ADP
american_scientific_journal-1575	101	26	dividing	divide	VERB
american_scientific_journal-1575	101	27	total	total	ADJ
american_scientific_journal-1575	101	28	population	population	NOUN
american_scientific_journal-1575	101	29	into	into	ADP
american_scientific_journal-1575	101	30	sample	sample	NOUN
american_scientific_journal-1575	101	31	size	size	NOUN
american_scientific_journal-1575	101	32	.	.	PUNCT
american_scientific_journal-1575	102	1	the	the	DET
american_scientific_journal-1575	102	2	strum	strum	NOUN
american_scientific_journal-1575	102	3	sample	sample	NOUN
american_scientific_journal-1575	102	4	was	be	AUX
american_scientific_journal-1575	102	5	then	then	ADV
american_scientific_journal-1575	102	6	computed	compute	VERB
american_scientific_journal-1575	102	7	as	as	SCONJ
american_scientific_journal-1575	102	8	presented	present	VERB
american_scientific_journal-1575	102	9	in	in	ADP
american_scientific_journal-1575	102	10	table	table	NOUN
american_scientific_journal-1575	102	11	1	1	NUM
american_scientific_journal-1575	102	12	.	.	PUNCT
american_scientific_journal-1575	102	13	table	table	NOUN
american_scientific_journal-1575	102	14	1	1	NUM
american_scientific_journal-1575	102	15	:	:	PUNCT
american_scientific_journal-1575	102	16	sampling	sample	VERB
american_scientific_journal-1575	102	17	frame	frame	NOUN
american_scientific_journal-1575	102	18	for	for	ADP
american_scientific_journal-1575	102	19	different	different	ADJ
american_scientific_journal-1575	102	20	strata	strata	NOUN
american_scientific_journal-1575	102	21	of	of	ADP
american_scientific_journal-1575	102	22	surveyed	survey	VERB
american_scientific_journal-1575	102	23	respondents	respondent	NOUN
american_scientific_journal-1575	102	24	stratum	stratum	VERB
american_scientific_journal-1575	102	25	population	population	NOUN
american_scientific_journal-1575	102	26	sample	sample	NOUN
american_scientific_journal-1575	102	27	size	size	NOUN
american_scientific_journal-1575	102	28	contractor	contractor	NOUN
american_scientific_journal-1575	102	29	120	120	NUM
american_scientific_journal-1575	102	30	35	35	NUM
american_scientific_journal-1575	102	31	consultant	consultant	NOUN
american_scientific_journal-1575	102	32	35	35	NUM
american_scientific_journal-1575	102	33	10	10	NUM
american_scientific_journal-1575	102	34	teveta	teveta	NOUN
american_scientific_journal-1575	102	35	school	school	NOUN
american_scientific_journal-1575	102	36	20	20	NUM
american_scientific_journal-1575	102	37	5	5	NUM
american_scientific_journal-1575	102	38	total	total	NOUN
american_scientific_journal-1575	102	39	175	175	NUM
american_scientific_journal-1575	102	40	50	50	NUM
american_scientific_journal-1575	102	41	american	american	ADJ
american_scientific_journal-1575	102	42	scientific	scientific	ADJ
american_scientific_journal-1575	102	43	research	research	NOUN
american_scientific_journal-1575	102	44	journal	journal	NOUN
american_scientific_journal-1575	102	45	for	for	ADP
american_scientific_journal-1575	102	46	engineering	engineering	NOUN
american_scientific_journal-1575	102	47	,	,	PUNCT
american_scientific_journal-1575	102	48	technology	technology	NOUN
american_scientific_journal-1575	102	49	,	,	PUNCT
american_scientific_journal-1575	102	50	and	and	CCONJ
american_scientific_journal-1575	102	51	sciences	science	NOUN
american_scientific_journal-1575	102	52	(	(	PUNCT
american_scientific_journal-1575	102	53	asrjets	asrjet	NOUN
american_scientific_journal-1575	102	54	)	)	PUNCT
american_scientific_journal-1575	102	55	(	(	PUNCT
american_scientific_journal-1575	102	56	2016	2016	NUM
american_scientific_journal-1575	102	57	)	)	PUNCT
american_scientific_journal-1575	102	58	volume	volume	NOUN
american_scientific_journal-1575	102	59	18	18	NUM
american_scientific_journal-1575	102	60	,	,	PUNCT
american_scientific_journal-1575	102	61	no	no	DET
american_scientific_journal-1575	102	62	1	1	NUM
american_scientific_journal-1575	102	63	,	,	PUNCT
american_scientific_journal-1575	102	64	pp	pp	ADV
american_scientific_journal-1575	102	65	235	235	NUM
american_scientific_journal-1575	102	66	-	-	SYM
american_scientific_journal-1575	102	67	251	251	NUM
american_scientific_journal-1575	102	68	240	240	NUM
american_scientific_journal-1575	102	69	for	for	ADP
american_scientific_journal-1575	102	70	the	the	DET
american_scientific_journal-1575	102	71	survey	survey	NOUN
american_scientific_journal-1575	102	72	,	,	PUNCT
american_scientific_journal-1575	102	73	a	a	DET
american_scientific_journal-1575	102	74	total	total	NOUN
american_scientific_journal-1575	102	75	of	of	ADP
american_scientific_journal-1575	102	76	50	50	NUM
american_scientific_journal-1575	102	77	questionnaires	questionnaire	NOUN
american_scientific_journal-1575	102	78	were	be	AUX
american_scientific_journal-1575	102	79	distributed	distribute	VERB
american_scientific_journal-1575	102	80	to	to	ADP
american_scientific_journal-1575	102	81	the	the	DET
american_scientific_journal-1575	102	82	target	target	NOUN
american_scientific_journal-1575	102	83	respondents	respondent	NOUN
american_scientific_journal-1575	102	84	.	.	PUNCT
american_scientific_journal-1575	103	1	thirty	thirty	NUM
american_scientific_journal-1575	103	2	nine	nine	NUM
american_scientific_journal-1575	103	3	completed	complete	VERB
american_scientific_journal-1575	103	4	questionnaires	questionnaire	NOUN
american_scientific_journal-1575	103	5	were	be	AUX
american_scientific_journal-1575	103	6	received	receive	VERB
american_scientific_journal-1575	103	7	,	,	PUNCT
american_scientific_journal-1575	103	8	giving	give	VERB
american_scientific_journal-1575	103	9	a	a	DET
american_scientific_journal-1575	103	10	response	response	NOUN
american_scientific_journal-1575	103	11	rate	rate	NOUN
american_scientific_journal-1575	103	12	of	of	ADP
american_scientific_journal-1575	103	13	78	78	NUM
american_scientific_journal-1575	103	14	percent	percent	NOUN
american_scientific_journal-1575	103	15	.	.	PUNCT
american_scientific_journal-1575	104	1	the	the	DET
american_scientific_journal-1575	104	2	collected	collect	VERB
american_scientific_journal-1575	104	3	data	datum	NOUN
american_scientific_journal-1575	104	4	was	be	AUX
american_scientific_journal-1575	104	5	coded	code	VERB
american_scientific_journal-1575	104	6	and	and	CCONJ
american_scientific_journal-1575	104	7	analysed	analyse	VERB
american_scientific_journal-1575	104	8	using	use	VERB
american_scientific_journal-1575	104	9	the	the	DET
american_scientific_journal-1575	104	10	statistical	statistical	ADJ
american_scientific_journal-1575	104	11	package	package	NOUN
american_scientific_journal-1575	104	12	for	for	ADP
american_scientific_journal-1575	104	13	social	social	ADJ
american_scientific_journal-1575	104	14	sciences	science	NOUN
american_scientific_journal-1575	104	15	(	(	PUNCT
american_scientific_journal-1575	104	16	spss	spss	ADJ
american_scientific_journal-1575	104	17	)	)	PUNCT
american_scientific_journal-1575	104	18	software	software	NOUN
american_scientific_journal-1575	104	19	.	.	PUNCT
american_scientific_journal-1575	105	1	the	the	DET
american_scientific_journal-1575	105	2	results	result	NOUN
american_scientific_journal-1575	105	3	were	be	AUX
american_scientific_journal-1575	105	4	presented	present	VERB
american_scientific_journal-1575	105	5	as	as	ADP
american_scientific_journal-1575	105	6	percentages	percentage	NOUN
american_scientific_journal-1575	105	7	after	after	ADP
american_scientific_journal-1575	105	8	frequency	frequency	NOUN
american_scientific_journal-1575	105	9	tabulations	tabulation	NOUN
american_scientific_journal-1575	105	10	and	and	CCONJ
american_scientific_journal-1575	105	11	interpretations	interpretation	NOUN
american_scientific_journal-1575	105	12	were	be	AUX
american_scientific_journal-1575	105	13	based	base	VERB
american_scientific_journal-1575	105	14	on	on	ADP
american_scientific_journal-1575	105	15	statistical	statistical	ADJ
american_scientific_journal-1575	105	16	significance	significance	NOUN
american_scientific_journal-1575	105	17	.	.	PUNCT
american_scientific_journal-1575	106	1	three	three	NUM
american_scientific_journal-1575	106	2	case	case	NOUN
american_scientific_journal-1575	106	3	studies	study	NOUN
american_scientific_journal-1575	106	4	were	be	AUX
american_scientific_journal-1575	106	5	also	also	ADV
american_scientific_journal-1575	106	6	conducted	conduct	VERB
american_scientific_journal-1575	106	7	to	to	PART
american_scientific_journal-1575	106	8	verify	verify	VERB
american_scientific_journal-1575	106	9	the	the	DET
american_scientific_journal-1575	106	10	authenticity	authenticity	NOUN
american_scientific_journal-1575	106	11	of	of	ADP
american_scientific_journal-1575	106	12	the	the	DET
american_scientific_journal-1575	106	13	results	result	NOUN
american_scientific_journal-1575	106	14	regarding	regard	VERB
american_scientific_journal-1575	106	15	shortage	shortage	NOUN
american_scientific_journal-1575	106	16	of	of	ADP
american_scientific_journal-1575	106	17	artisan	artisan	ADJ
american_scientific_journal-1575	106	18	skills	skill	NOUN
american_scientific_journal-1575	106	19	and	and	CCONJ
american_scientific_journal-1575	106	20	causal	causal	ADJ
american_scientific_journal-1575	106	21	factors	factor	NOUN
american_scientific_journal-1575	106	22	.	.	PUNCT
american_scientific_journal-1575	107	1	2.4	2.4	NUM
american_scientific_journal-1575	107	2	.	.	PUNCT
american_scientific_journal-1575	107	3	geographical	geographical	ADJ
american_scientific_journal-1575	107	4	area	area	NOUN
american_scientific_journal-1575	107	5	of	of	ADP
american_scientific_journal-1575	107	6	study	study	NOUN
american_scientific_journal-1575	107	7	the	the	DET
american_scientific_journal-1575	107	8	study	study	NOUN
american_scientific_journal-1575	107	9	was	be	AUX
american_scientific_journal-1575	107	10	conducted	conduct	VERB
american_scientific_journal-1575	107	11	in	in	ADP
american_scientific_journal-1575	107	12	lusaka	lusaka	PROPN
american_scientific_journal-1575	107	13	.	.	PUNCT
american_scientific_journal-1575	108	1	table	table	NOUN
american_scientific_journal-1575	108	2	2	2	NUM
american_scientific_journal-1575	108	3	highlights	highlight	NOUN
american_scientific_journal-1575	108	4	the	the	DET
american_scientific_journal-1575	108	5	distribution	distribution	NOUN
american_scientific_journal-1575	108	6	of	of	ADP
american_scientific_journal-1575	108	7	contractors	contractor	NOUN
american_scientific_journal-1575	108	8	across	across	ADP
american_scientific_journal-1575	108	9	the	the	DET
american_scientific_journal-1575	108	10	country	country	NOUN
american_scientific_journal-1575	108	11	.	.	PUNCT
american_scientific_journal-1575	109	1	lusaka	lusaka	PROPN
american_scientific_journal-1575	109	2	has	have	VERB
american_scientific_journal-1575	109	3	a	a	DET
american_scientific_journal-1575	109	4	population	population	NOUN
american_scientific_journal-1575	109	5	of	of	ADP
american_scientific_journal-1575	109	6	2,491,054	2,491,054	NUM
american_scientific_journal-1575	109	7	[	[	X
american_scientific_journal-1575	109	8	2	2	NUM
american_scientific_journal-1575	109	9	]	]	PUNCT
american_scientific_journal-1575	109	10	,	,	PUNCT
american_scientific_journal-1575	109	11	representing	represent	VERB
american_scientific_journal-1575	109	12	17	17	NUM
american_scientific_journal-1575	109	13	%	%	NOUN
american_scientific_journal-1575	109	14	of	of	ADP
american_scientific_journal-1575	109	15	the	the	DET
american_scientific_journal-1575	109	16	total	total	ADJ
american_scientific_journal-1575	109	17	population	population	NOUN
american_scientific_journal-1575	109	18	of	of	ADP
american_scientific_journal-1575	109	19	zambia	zambia	PROPN
american_scientific_journal-1575	109	20	.	.	PUNCT
american_scientific_journal-1575	110	1	most	most	ADJ
american_scientific_journal-1575	110	2	construction	construction	NOUN
american_scientific_journal-1575	110	3	companies	company	NOUN
american_scientific_journal-1575	110	4	,	,	PUNCT
american_scientific_journal-1575	110	5	consultants	consultant	NOUN
american_scientific_journal-1575	110	6	and	and	CCONJ
american_scientific_journal-1575	110	7	trade	trade	NOUN
american_scientific_journal-1575	110	8	schools	school	NOUN
american_scientific_journal-1575	110	9	are	be	AUX
american_scientific_journal-1575	110	10	registered	register	VERB
american_scientific_journal-1575	110	11	and	and	CCONJ
american_scientific_journal-1575	110	12	based	base	VERB
american_scientific_journal-1575	110	13	in	in	ADP
american_scientific_journal-1575	110	14	lusaka	lusaka	PROPN
american_scientific_journal-1575	110	15	compared	compare	VERB
american_scientific_journal-1575	110	16	to	to	ADP
american_scientific_journal-1575	110	17	other	other	ADJ
american_scientific_journal-1575	110	18	parts	part	NOUN
american_scientific_journal-1575	110	19	of	of	ADP
american_scientific_journal-1575	110	20	the	the	DET
american_scientific_journal-1575	110	21	country	country	NOUN
american_scientific_journal-1575	110	22	table	table	NOUN
american_scientific_journal-1575	110	23	2	2	NUM
american_scientific_journal-1575	110	24	:	:	PUNCT
american_scientific_journal-1575	110	25	distribution	distribution	NOUN
american_scientific_journal-1575	110	26	of	of	ADP
american_scientific_journal-1575	110	27	contractors	contractor	NOUN
american_scientific_journal-1575	110	28	in	in	ADP
american_scientific_journal-1575	110	29	zambia	zambia	PROPN
american_scientific_journal-1575	110	30	.	.	PUNCT
american_scientific_journal-1575	111	1	province	province	PROPN
american_scientific_journal-1575	111	2	percentage	percentage	NOUN
american_scientific_journal-1575	111	3	“	"	PUNCT
american_scientific_journal-1575	111	4	%	%	NOUN
american_scientific_journal-1575	111	5	”	"	PUNCT
american_scientific_journal-1575	111	6	distribution	distribution	NOUN
american_scientific_journal-1575	111	7	of	of	ADP
american_scientific_journal-1575	111	8	contractors	contractor	NOUN
american_scientific_journal-1575	111	9	lusaka	lusaka	PROPN
american_scientific_journal-1575	111	10	45	45	NUM
american_scientific_journal-1575	111	11	%	%	NOUN
american_scientific_journal-1575	111	12	copperbelt	copperbelt	NOUN
american_scientific_journal-1575	111	13	28	28	NUM
american_scientific_journal-1575	111	14	%	%	NOUN
american_scientific_journal-1575	111	15	eastern	eastern	ADJ
american_scientific_journal-1575	111	16	1	1	NUM
american_scientific_journal-1575	111	17	%	%	NOUN
american_scientific_journal-1575	111	18	luapula	luapula	ADJ
american_scientific_journal-1575	111	19	3	3	NUM
american_scientific_journal-1575	111	20	%	%	NOUN
american_scientific_journal-1575	111	21	central	central	ADJ
american_scientific_journal-1575	111	22	6	6	NUM
american_scientific_journal-1575	111	23	%	%	NOUN
american_scientific_journal-1575	111	24	north	north	NOUN
american_scientific_journal-1575	111	25	western	western	ADJ
american_scientific_journal-1575	111	26	4	4	NUM
american_scientific_journal-1575	111	27	%	%	NOUN
american_scientific_journal-1575	111	28	northern	northern	ADJ
american_scientific_journal-1575	111	29	3	3	NUM
american_scientific_journal-1575	111	30	%	%	NOUN
american_scientific_journal-1575	111	31	muchinga	muchinga	NOUN
american_scientific_journal-1575	111	32	1	1	NUM
american_scientific_journal-1575	111	33	%	%	NOUN
american_scientific_journal-1575	111	34	western	western	ADJ
american_scientific_journal-1575	111	35	2	2	NUM
american_scientific_journal-1575	111	36	%	%	NOUN
american_scientific_journal-1575	111	37	southern	southern	ADJ
american_scientific_journal-1575	111	38	7	7	NUM
american_scientific_journal-1575	111	39	%	%	NOUN
american_scientific_journal-1575	111	40	total	total	ADJ
american_scientific_journal-1575	111	41	100	100	NUM
american_scientific_journal-1575	111	42	%	%	NOUN
american_scientific_journal-1575	111	43	source	source	NOUN
american_scientific_journal-1575	111	44	:	:	PUNCT
american_scientific_journal-1575	112	1	[	[	X
american_scientific_journal-1575	112	2	20	20	NUM
american_scientific_journal-1575	112	3	]	]	SYM
american_scientific_journal-1575	112	4	3	3	NUM
american_scientific_journal-1575	112	5	.	.	NOUN
american_scientific_journal-1575	112	6	results	result	NOUN
american_scientific_journal-1575	112	7	and	and	CCONJ
american_scientific_journal-1575	112	8	discussion	discussion	NOUN
american_scientific_journal-1575	112	9	3.1	3.1	NUM
american_scientific_journal-1575	112	10	.	.	PUNCT
american_scientific_journal-1575	113	1	artisan	artisan	ADJ
american_scientific_journal-1575	113	2	shortage	shortage	NOUN
american_scientific_journal-1575	113	3	the	the	DET
american_scientific_journal-1575	113	4	findings	finding	NOUN
american_scientific_journal-1575	113	5	of	of	ADP
american_scientific_journal-1575	113	6	the	the	DET
american_scientific_journal-1575	113	7	study	study	NOUN
american_scientific_journal-1575	113	8	infer	infer	VERB
american_scientific_journal-1575	113	9	that	that	SCONJ
american_scientific_journal-1575	113	10	there	there	PRON
american_scientific_journal-1575	113	11	were	be	VERB
american_scientific_journal-1575	113	12	artisan	artisan	ADJ
american_scientific_journal-1575	113	13	shortages	shortage	NOUN
american_scientific_journal-1575	113	14	in	in	ADP
american_scientific_journal-1575	113	15	the	the	DET
american_scientific_journal-1575	113	16	zambian	zambian	ADJ
american_scientific_journal-1575	113	17	construction	construction	NOUN
american_scientific_journal-1575	113	18	industry	industry	NOUN
american_scientific_journal-1575	113	19	,	,	PUNCT
american_scientific_journal-1575	113	20	among	among	ADP
american_scientific_journal-1575	113	21	the	the	DET
american_scientific_journal-1575	113	22	shortages	shortage	NOUN
american_scientific_journal-1575	113	23	were	be	AUX
american_scientific_journal-1575	113	24	tilers	tiler	NOUN
american_scientific_journal-1575	113	25	,	,	PUNCT
american_scientific_journal-1575	113	26	shop	shop	NOUN
american_scientific_journal-1575	113	27	fitters	fitter	NOUN
american_scientific_journal-1575	113	28	,	,	PUNCT
american_scientific_journal-1575	113	29	plasterers	plasterer	NOUN
american_scientific_journal-1575	113	30	,	,	PUNCT
american_scientific_journal-1575	113	31	carpenters	carpenter	NOUN
american_scientific_journal-1575	113	32	,	,	PUNCT
american_scientific_journal-1575	113	33	plumbers	plumber	NOUN
american_scientific_journal-1575	113	34	,	,	PUNCT
american_scientific_journal-1575	113	35	electricians	electrician	NOUN
american_scientific_journal-1575	113	36	,	,	PUNCT
american_scientific_journal-1575	113	37	steel	steel	NOUN
american_scientific_journal-1575	113	38	fixers	fixer	NOUN
american_scientific_journal-1575	113	39	and	and	CCONJ
american_scientific_journal-1575	113	40	steel	steel	NOUN
american_scientific_journal-1575	113	41	fabricators	fabricator	NOUN
american_scientific_journal-1575	113	42	.	.	PUNCT
american_scientific_journal-1575	114	1	the	the	DET
american_scientific_journal-1575	114	2	survey	survey	NOUN
american_scientific_journal-1575	114	3	revealed	reveal	VERB
american_scientific_journal-1575	114	4	64	64	NUM
american_scientific_journal-1575	114	5	%	%	NOUN
american_scientific_journal-1575	114	6	percent	percent	NOUN
american_scientific_journal-1575	114	7	of	of	ADP
american_scientific_journal-1575	114	8	the	the	DET
american_scientific_journal-1575	114	9	respondents	respondent	NOUN
american_scientific_journal-1575	114	10	indicated	indicate	VERB
american_scientific_journal-1575	114	11	that	that	SCONJ
american_scientific_journal-1575	114	12	the	the	DET
american_scientific_journal-1575	114	13	shortage	shortage	NOUN
american_scientific_journal-1575	114	14	of	of	ADP
american_scientific_journal-1575	114	15	tilers	tiler	NOUN
american_scientific_journal-1575	114	16	was	be	AUX
american_scientific_journal-1575	114	17	high	high	ADJ
american_scientific_journal-1575	114	18	,	,	PUNCT
american_scientific_journal-1575	114	19	while	while	SCONJ
american_scientific_journal-1575	114	20	20	20	NUM
american_scientific_journal-1575	114	21	%	%	NOUN
american_scientific_journal-1575	114	22	said	say	VERB
american_scientific_journal-1575	114	23	it	it	PRON
american_scientific_journal-1575	114	24	was	be	AUX
american_scientific_journal-1575	114	25	medium	medium	ADJ
american_scientific_journal-1575	114	26	.	.	PUNCT
american_scientific_journal-1575	115	1	the	the	DET
american_scientific_journal-1575	115	2	respondents	respondent	NOUN
american_scientific_journal-1575	115	3	further	far	ADV
american_scientific_journal-1575	115	4	indicated	indicate	VERB
american_scientific_journal-1575	115	5	59	59	NUM
american_scientific_journal-1575	115	6	%	%	NOUN
american_scientific_journal-1575	115	7	high	high	ADJ
american_scientific_journal-1575	115	8	shortage	shortage	NOUN
american_scientific_journal-1575	115	9	of	of	ADP
american_scientific_journal-1575	115	10	shop	shop	NOUN
american_scientific_journal-1575	115	11	fitters	fitter	NOUN
american_scientific_journal-1575	115	12	,	,	PUNCT
american_scientific_journal-1575	115	13	while	while	SCONJ
american_scientific_journal-1575	115	14	23	23	NUM
american_scientific_journal-1575	115	15	percent	percent	NOUN
american_scientific_journal-1575	115	16	pointed	point	VERB
american_scientific_journal-1575	115	17	out	out	ADP
american_scientific_journal-1575	115	18	it	it	PRON
american_scientific_journal-1575	115	19	was	be	AUX
american_scientific_journal-1575	115	20	medium	medium	ADJ
american_scientific_journal-1575	115	21	.	.	PUNCT
american_scientific_journal-1575	116	1	the	the	DET
american_scientific_journal-1575	116	2	findings	finding	NOUN
american_scientific_journal-1575	116	3	of	of	ADP
american_scientific_journal-1575	116	4	the	the	DET
american_scientific_journal-1575	116	5	survey	survey	NOUN
american_scientific_journal-1575	116	6	revealed	reveal	VERB
american_scientific_journal-1575	116	7	that	that	SCONJ
american_scientific_journal-1575	116	8	shortage	shortage	NOUN
american_scientific_journal-1575	116	9	of	of	ADP
american_scientific_journal-1575	116	10	plasterers	plasterer	NOUN
american_scientific_journal-1575	116	11	had	have	VERB
american_scientific_journal-1575	116	12	49	49	NUM
american_scientific_journal-1575	116	13	%	%	NOUN
american_scientific_journal-1575	116	14	high	high	ADJ
american_scientific_journal-1575	116	15	in	in	ADP
american_scientific_journal-1575	116	16	the	the	DET
american_scientific_journal-1575	116	17	industry	industry	NOUN
american_scientific_journal-1575	116	18	.	.	PUNCT
american_scientific_journal-1575	117	1	the	the	DET
american_scientific_journal-1575	117	2	findings	finding	NOUN
american_scientific_journal-1575	117	3	of	of	ADP
american_scientific_journal-1575	117	4	the	the	DET
american_scientific_journal-1575	117	5	study	study	NOUN
american_scientific_journal-1575	117	6	are	be	AUX
american_scientific_journal-1575	117	7	highlighted	highlight	VERB
american_scientific_journal-1575	117	8	in	in	ADP
american_scientific_journal-1575	117	9	figure	figure	NOUN
american_scientific_journal-1575	117	10	1	1	NUM
american_scientific_journal-1575	117	11	that	that	PRON
american_scientific_journal-1575	117	12	gives	give	VERB
american_scientific_journal-1575	117	13	the	the	DET
american_scientific_journal-1575	117	14	overall	overall	ADJ
american_scientific_journal-1575	117	15	picture	picture	NOUN
american_scientific_journal-1575	117	16	of	of	ADP
american_scientific_journal-1575	117	17	the	the	DET
american_scientific_journal-1575	117	18	shortage	shortage	NOUN
american_scientific_journal-1575	117	19	of	of	ADP
american_scientific_journal-1575	117	20	artisans	artisan	NOUN
american_scientific_journal-1575	117	21	in	in	ADP
american_scientific_journal-1575	117	22	the	the	DET
american_scientific_journal-1575	117	23	construction	construction	NOUN
american_scientific_journal-1575	117	24	industry	industry	NOUN
american_scientific_journal-1575	117	25	in	in	ADP
american_scientific_journal-1575	117	26	zambia	zambia	PROPN
american_scientific_journal-1575	117	27	.	.	PUNCT
american_scientific_journal-1575	118	1	american	american	PROPN
american_scientific_journal-1575	118	2	scientific	scientific	PROPN
american_scientific_journal-1575	118	3	research	research	PROPN
american_scientific_journal-1575	118	4	journal	journal	NOUN
american_scientific_journal-1575	118	5	for	for	ADP
american_scientific_journal-1575	118	6	engineering	engineering	NOUN
american_scientific_journal-1575	118	7	,	,	PUNCT
american_scientific_journal-1575	118	8	technology	technology	NOUN
american_scientific_journal-1575	118	9	,	,	PUNCT
american_scientific_journal-1575	118	10	and	and	CCONJ
american_scientific_journal-1575	118	11	sciences	science	NOUN
american_scientific_journal-1575	118	12	(	(	PUNCT
american_scientific_journal-1575	118	13	asrjets	asrjet	NOUN
american_scientific_journal-1575	118	14	)	)	PUNCT
american_scientific_journal-1575	118	15	(	(	PUNCT
american_scientific_journal-1575	118	16	2016	2016	NUM
american_scientific_journal-1575	118	17	)	)	PUNCT
american_scientific_journal-1575	118	18	volume	volume	NOUN
american_scientific_journal-1575	118	19	18	18	NUM
american_scientific_journal-1575	118	20	,	,	PUNCT
american_scientific_journal-1575	118	21	no	no	DET
american_scientific_journal-1575	118	22	1	1	NUM
american_scientific_journal-1575	118	23	,	,	PUNCT
american_scientific_journal-1575	118	24	pp	pp	ADV
american_scientific_journal-1575	118	25	235	235	NUM
american_scientific_journal-1575	118	26	-	-	SYM
american_scientific_journal-1575	118	27	251	251	NUM
american_scientific_journal-1575	118	28	241	241	NUM
american_scientific_journal-1575	118	29	the	the	DET
american_scientific_journal-1575	118	30	findings	finding	NOUN
american_scientific_journal-1575	118	31	of	of	ADP
american_scientific_journal-1575	118	32	artisans	artisan	NOUN
american_scientific_journal-1575	118	33	’	’	PART
american_scientific_journal-1575	118	34	shortages	shortage	NOUN
american_scientific_journal-1575	118	35	in	in	ADP
american_scientific_journal-1575	118	36	zambia	zambia	PROPN
american_scientific_journal-1575	118	37	’s	’s	PART
american_scientific_journal-1575	118	38	construction	construction	NOUN
american_scientific_journal-1575	118	39	industry	industry	NOUN
american_scientific_journal-1575	118	40	were	be	AUX
american_scientific_journal-1575	118	41	consistent	consistent	ADJ
american_scientific_journal-1575	118	42	with	with	ADP
american_scientific_journal-1575	118	43	other	other	ADJ
american_scientific_journal-1575	118	44	findings	finding	NOUN
american_scientific_journal-1575	118	45	,	,	PUNCT
american_scientific_journal-1575	118	46	reported	report	VERB
american_scientific_journal-1575	118	47	in	in	ADP
american_scientific_journal-1575	118	48	different	different	ADJ
american_scientific_journal-1575	118	49	research	research	NOUN
american_scientific_journal-1575	118	50	papers	paper	NOUN
american_scientific_journal-1575	118	51	.	.	PUNCT
american_scientific_journal-1575	119	1	author	author	NOUN
american_scientific_journal-1575	119	2	[	[	X
american_scientific_journal-1575	119	3	21	21	NUM
american_scientific_journal-1575	119	4	]	]	PUNCT
american_scientific_journal-1575	119	5	concluded	conclude	VERB
american_scientific_journal-1575	119	6	that	that	SCONJ
american_scientific_journal-1575	119	7	there	there	PRON
american_scientific_journal-1575	119	8	was	be	VERB
american_scientific_journal-1575	119	9	twelve	twelve	NUM
american_scientific_journal-1575	119	10	percent	percent	NOUN
american_scientific_journal-1575	119	11	shortage	shortage	NOUN
american_scientific_journal-1575	119	12	of	of	ADP
american_scientific_journal-1575	119	13	artisan	artisan	ADJ
american_scientific_journal-1575	119	14	skills	skill	NOUN
american_scientific_journal-1575	119	15	on	on	ADP
american_scientific_journal-1575	119	16	the	the	DET
american_scientific_journal-1575	119	17	projects	project	NOUN
american_scientific_journal-1575	119	18	sites	site	NOUN
american_scientific_journal-1575	119	19	in	in	ADP
american_scientific_journal-1575	119	20	malaysia	malaysia	PROPN
american_scientific_journal-1575	119	21	.	.	PUNCT
american_scientific_journal-1575	120	1	it	it	PRON
american_scientific_journal-1575	120	2	was	be	AUX
american_scientific_journal-1575	120	3	also	also	ADV
american_scientific_journal-1575	120	4	reported	report	VERB
american_scientific_journal-1575	120	5	that	that	SCONJ
american_scientific_journal-1575	120	6	62	62	NUM
american_scientific_journal-1575	120	7	percent	percent	NOUN
american_scientific_journal-1575	120	8	of	of	ADP
american_scientific_journal-1575	120	9	total	total	ADJ
american_scientific_journal-1575	120	10	labour	labour	ADJ
american_scientific_journal-1575	120	11	force	force	NOUN
american_scientific_journal-1575	120	12	in	in	ADP
american_scientific_journal-1575	120	13	the	the	DET
american_scientific_journal-1575	120	14	indonesia	indonesia	PROPN
american_scientific_journal-1575	120	15	construction	construction	NOUN
american_scientific_journal-1575	120	16	industry	industry	NOUN
american_scientific_journal-1575	120	17	was	be	AUX
american_scientific_journal-1575	120	18	un	un	ADJ
american_scientific_journal-1575	120	19	-	-	ADJ
american_scientific_journal-1575	120	20	skilled	skilled	ADJ
american_scientific_journal-1575	121	1	[	[	X
american_scientific_journal-1575	121	2	22	22	NUM
american_scientific_journal-1575	121	3	]	]	PUNCT
american_scientific_journal-1575	121	4	.	.	PUNCT
american_scientific_journal-1575	122	1	therefore	therefore	ADV
american_scientific_journal-1575	122	2	certification	certification	NOUN
american_scientific_journal-1575	122	3	and	and	CCONJ
american_scientific_journal-1575	122	4	training	training	NOUN
american_scientific_journal-1575	122	5	were	be	AUX
american_scientific_journal-1575	122	6	recommended	recommend	VERB
american_scientific_journal-1575	122	7	as	as	ADP
american_scientific_journal-1575	122	8	mitigation	mitigation	NOUN
american_scientific_journal-1575	122	9	factors	factor	NOUN
american_scientific_journal-1575	122	10	.	.	PUNCT
american_scientific_journal-1575	123	1	the	the	DET
american_scientific_journal-1575	123	2	shortage	shortage	NOUN
american_scientific_journal-1575	123	3	of	of	ADP
american_scientific_journal-1575	123	4	required	require	VERB
american_scientific_journal-1575	123	5	artisans	artisan	NOUN
american_scientific_journal-1575	123	6	’	’	PART
american_scientific_journal-1575	123	7	skills	skill	NOUN
american_scientific_journal-1575	123	8	in	in	ADP
american_scientific_journal-1575	123	9	zambia	zambia	PROPN
american_scientific_journal-1575	123	10	had	have	AUX
american_scientific_journal-1575	123	11	resulted	result	VERB
american_scientific_journal-1575	123	12	in	in	ADP
american_scientific_journal-1575	123	13	unqualified	unqualified	ADJ
american_scientific_journal-1575	123	14	persons	person	NOUN
american_scientific_journal-1575	123	15	to	to	ADP
american_scientific_journal-1575	123	16	being	be	AUX
american_scientific_journal-1575	123	17	hired	hire	VERB
american_scientific_journal-1575	123	18	for	for	ADP
american_scientific_journal-1575	123	19	most	most	ADJ
american_scientific_journal-1575	123	20	projects	project	NOUN
american_scientific_journal-1575	123	21	,	,	PUNCT
american_scientific_journal-1575	123	22	in	in	ADP
american_scientific_journal-1575	123	23	order	order	NOUN
american_scientific_journal-1575	123	24	to	to	PART
american_scientific_journal-1575	123	25	fill	fill	VERB
american_scientific_journal-1575	123	26	vacancies	vacancy	NOUN
american_scientific_journal-1575	123	27	on	on	ADP
american_scientific_journal-1575	123	28	construction	construction	NOUN
american_scientific_journal-1575	123	29	projects	project	NOUN
american_scientific_journal-1575	123	30	[	[	X
american_scientific_journal-1575	123	31	6	6	NUM
american_scientific_journal-1575	123	32	]	]	PUNCT
american_scientific_journal-1575	123	33	the	the	DET
american_scientific_journal-1575	123	34	results	result	NOUN
american_scientific_journal-1575	123	35	of	of	ADP
american_scientific_journal-1575	123	36	study	study	NOUN
american_scientific_journal-1575	123	37	s	s	VERB
american_scientific_journal-1575	123	38	showed	show	VERB
american_scientific_journal-1575	123	39	majority	majority	NOUN
american_scientific_journal-1575	123	40	of	of	ADP
american_scientific_journal-1575	123	41	secondary	secondary	ADJ
american_scientific_journal-1575	123	42	school	school	NOUN
american_scientific_journal-1575	123	43	leavers	leaver	NOUN
american_scientific_journal-1575	123	44	at	at	ADP
american_scientific_journal-1575	123	45	both	both	CCONJ
american_scientific_journal-1575	123	46	senior	senior	ADJ
american_scientific_journal-1575	123	47	and	and	CCONJ
american_scientific_journal-1575	123	48	junior	junior	ADJ
american_scientific_journal-1575	123	49	secondary	secondary	ADJ
american_scientific_journal-1575	123	50	leaving	leave	VERB
american_scientific_journal-1575	123	51	school	school	NOUN
american_scientific_journal-1575	123	52	certificate	certificate	NOUN
american_scientific_journal-1575	123	53	levels	level	NOUN
american_scientific_journal-1575	123	54	joined	join	VERB
american_scientific_journal-1575	123	55	construction	construction	NOUN
american_scientific_journal-1575	123	56	industry	industry	NOUN
american_scientific_journal-1575	123	57	as	as	ADP
american_scientific_journal-1575	123	58	general	general	ADJ
american_scientific_journal-1575	123	59	workers	worker	NOUN
american_scientific_journal-1575	123	60	,	,	PUNCT
american_scientific_journal-1575	123	61	and	and	CCONJ
american_scientific_journal-1575	123	62	learned	learn	VERB
american_scientific_journal-1575	123	63	skills	skill	NOUN
american_scientific_journal-1575	123	64	from	from	ADP
american_scientific_journal-1575	123	65	friends	friend	NOUN
american_scientific_journal-1575	123	66	and	and	CCONJ
american_scientific_journal-1575	123	67	relatives	relative	NOUN
american_scientific_journal-1575	123	68	,	,	PUNCT
american_scientific_journal-1575	123	69	then	then	ADV
american_scientific_journal-1575	123	70	gradually	gradually	ADV
american_scientific_journal-1575	123	71	became	become	VERB
american_scientific_journal-1575	123	72	self	self	NOUN
american_scientific_journal-1575	123	73	-	-	PUNCT
american_scientific_journal-1575	123	74	made	make	VERB
american_scientific_journal-1575	123	75	craft	craft	NOUN
american_scientific_journal-1575	123	76	persons	person	NOUN
american_scientific_journal-1575	123	77	without	without	ADP
american_scientific_journal-1575	123	78	any	any	DET
american_scientific_journal-1575	123	79	form	form	NOUN
american_scientific_journal-1575	123	80	of	of	ADP
american_scientific_journal-1575	123	81	recognised	recognise	VERB
american_scientific_journal-1575	123	82	training	training	NOUN
american_scientific_journal-1575	123	83	.	.	PUNCT
american_scientific_journal-1575	124	1	a	a	X
american_scientific_journal-1575	124	2	-	-	PUNCT
american_scientific_journal-1575	124	3	tillers	tillers	NOUN
american_scientific_journal-1575	124	4	b	b	NOUN
american_scientific_journal-1575	124	5	-	-	PUNCT
american_scientific_journal-1575	124	6	shop	shop	NOUN
american_scientific_journal-1575	124	7	fitters	fitter	NOUN
american_scientific_journal-1575	124	8	c	c	NOUN
american_scientific_journal-1575	124	9	-	-	PUNCT
american_scientific_journal-1575	124	10	plasterers	plasterer	NOUN
american_scientific_journal-1575	124	11	d	d	NOUN
american_scientific_journal-1575	124	12	-	-	PUNCT
american_scientific_journal-1575	124	13	carpenters	carpenter	NOUN
american_scientific_journal-1575	124	14	e	e	NOUN
american_scientific_journal-1575	124	15	-	-	NOUN
american_scientific_journal-1575	124	16	plumbers	plumber	NOUN
american_scientific_journal-1575	124	17	f	f	NOUN
american_scientific_journal-1575	124	18	-	-	PUNCT
american_scientific_journal-1575	124	19	electricians	electrician	NOUN
american_scientific_journal-1575	124	20	g	g	NOUN
american_scientific_journal-1575	124	21	-	-	PUNCT
american_scientific_journal-1575	124	22	steel	steel	NOUN
american_scientific_journal-1575	124	23	fixers	fixer	NOUN
american_scientific_journal-1575	124	24	h	h	NOUN
american_scientific_journal-1575	124	25	-	-	PUNCT
american_scientific_journal-1575	124	26	fabricators	fabricator	NOUN
american_scientific_journal-1575	124	27	figure	figure	NOUN
american_scientific_journal-1575	124	28	1	1	NUM
american_scientific_journal-1575	124	29	:	:	PUNCT
american_scientific_journal-1575	124	30	artisan	artisan	ADJ
american_scientific_journal-1575	124	31	shortage	shortage	NOUN
american_scientific_journal-1575	124	32	the	the	DET
american_scientific_journal-1575	124	33	impacts	impact	NOUN
american_scientific_journal-1575	124	34	of	of	ADP
american_scientific_journal-1575	124	35	employing	employ	VERB
american_scientific_journal-1575	124	36	labour	labour	NOUN
american_scientific_journal-1575	124	37	without	without	ADP
american_scientific_journal-1575	124	38	training	training	NOUN
american_scientific_journal-1575	124	39	background	background	NOUN
american_scientific_journal-1575	124	40	;	;	PUNCT
american_scientific_journal-1575	124	41	resulted	result	VERB
american_scientific_journal-1575	124	42	in	in	ADP
american_scientific_journal-1575	124	43	high	high	ADJ
american_scientific_journal-1575	124	44	frequency	frequency	NOUN
american_scientific_journal-1575	124	45	of	of	ADP
american_scientific_journal-1575	124	46	poor	poor	ADJ
american_scientific_journal-1575	124	47	workmanship	workmanship	NOUN
american_scientific_journal-1575	124	48	on	on	ADP
american_scientific_journal-1575	124	49	a	a	DET
american_scientific_journal-1575	124	50	number	number	NOUN
american_scientific_journal-1575	124	51	of	of	ADP
american_scientific_journal-1575	124	52	projects	project	NOUN
american_scientific_journal-1575	124	53	in	in	ADP
american_scientific_journal-1575	124	54	the	the	DET
american_scientific_journal-1575	124	55	country	country	NOUN
american_scientific_journal-1575	124	56	.	.	PUNCT
american_scientific_journal-1575	125	1	the	the	DET
american_scientific_journal-1575	125	2	majority	majority	NOUN
american_scientific_journal-1575	125	3	of	of	ADP
american_scientific_journal-1575	125	4	artisans	artisan	NOUN
american_scientific_journal-1575	125	5	hired	hire	VERB
american_scientific_journal-1575	125	6	were	be	AUX
american_scientific_journal-1575	125	7	those	those	PRON
american_scientific_journal-1575	125	8	with	with	ADP
american_scientific_journal-1575	125	9	no	no	DET
american_scientific_journal-1575	125	10	formal	formal	ADJ
american_scientific_journal-1575	125	11	qualifications	qualification	NOUN
american_scientific_journal-1575	125	12	,	,	PUNCT
american_scientific_journal-1575	125	13	who	who	PRON
american_scientific_journal-1575	125	14	required	require	VERB
american_scientific_journal-1575	125	15	close	close	ADJ
american_scientific_journal-1575	125	16	supervision	supervision	NOUN
american_scientific_journal-1575	125	17	to	to	PART
american_scientific_journal-1575	125	18	achieve	achieve	VERB
american_scientific_journal-1575	125	19	intended	intended	ADJ
american_scientific_journal-1575	125	20	results	result	NOUN
american_scientific_journal-1575	125	21	on	on	ADP
american_scientific_journal-1575	125	22	construction	construction	NOUN
american_scientific_journal-1575	125	23	sites	site	NOUN
american_scientific_journal-1575	125	24	.	.	PUNCT
american_scientific_journal-1575	126	1	the	the	DET
american_scientific_journal-1575	126	2	level	level	NOUN
american_scientific_journal-1575	126	3	of	of	ADP
american_scientific_journal-1575	126	4	supervision	supervision	NOUN
american_scientific_journal-1575	126	5	needed	need	VERB
american_scientific_journal-1575	126	6	a	a	DET
american_scientific_journal-1575	126	7	b	b	NOUN
american_scientific_journal-1575	126	8	c	c	NOUN
american_scientific_journal-1575	126	9	d	d	X
american_scientific_journal-1575	126	10	e	e	X
american_scientific_journal-1575	126	11	f	f	PROPN
american_scientific_journal-1575	126	12	g	g	PROPN
american_scientific_journal-1575	126	13	h	h	PROPN
american_scientific_journal-1575	126	14	64	64	NUM
american_scientific_journal-1575	126	15	%	%	NOUN
american_scientific_journal-1575	126	16	59	59	NUM
american_scientific_journal-1575	126	17	%	%	NOUN
american_scientific_journal-1575	126	18	49	49	NUM
american_scientific_journal-1575	126	19	%	%	NOUN
american_scientific_journal-1575	126	20	44	44	NUM
american_scientific_journal-1575	126	21	%	%	NOUN
american_scientific_journal-1575	126	22	44	44	NUM
american_scientific_journal-1575	126	23	%	%	NOUN
american_scientific_journal-1575	126	24	39	39	NUM
american_scientific_journal-1575	126	25	%	%	NOUN
american_scientific_journal-1575	126	26	36	36	NUM
american_scientific_journal-1575	126	27	%	%	NOUN
american_scientific_journal-1575	126	28	33	33	NUM
american_scientific_journal-1575	126	29	%	%	NOUN
american_scientific_journal-1575	126	30	64	64	NUM
american_scientific_journal-1575	126	31	%	%	NOUN
american_scientific_journal-1575	126	32	59	59	NUM
american_scientific_journal-1575	126	33	%	%	NOUN
american_scientific_journal-1575	126	34	49	49	NUM
american_scientific_journal-1575	126	35	%	%	NOUN
american_scientific_journal-1575	126	36	44	44	NUM
american_scientific_journal-1575	126	37	%	%	NOUN
american_scientific_journal-1575	126	38	44	44	NUM
american_scientific_journal-1575	126	39	%	%	NOUN
american_scientific_journal-1575	126	40	39	39	NUM
american_scientific_journal-1575	126	41	%	%	NOUN
american_scientific_journal-1575	126	42	36	36	NUM
american_scientific_journal-1575	126	43	%	%	NOUN
american_scientific_journal-1575	126	44	33	33	NUM
american_scientific_journal-1575	126	45	%	%	NOUN
american_scientific_journal-1575	126	46	0	0	NUM
american_scientific_journal-1575	126	47	%	%	NOUN
american_scientific_journal-1575	126	48	10	10	NUM
american_scientific_journal-1575	126	49	%	%	NOUN
american_scientific_journal-1575	126	50	20	20	NUM
american_scientific_journal-1575	126	51	%	%	NOUN
american_scientific_journal-1575	126	52	30	30	NUM
american_scientific_journal-1575	126	53	%	%	NOUN
american_scientific_journal-1575	126	54	40	40	NUM
american_scientific_journal-1575	126	55	%	%	NOUN
american_scientific_journal-1575	126	56	50	50	NUM
american_scientific_journal-1575	126	57	%	%	NOUN
american_scientific_journal-1575	126	58	60	60	NUM
american_scientific_journal-1575	126	59	%	%	NOUN
american_scientific_journal-1575	126	60	70	70	NUM
american_scientific_journal-1575	126	61	%	%	NOUN
american_scientific_journal-1575	126	62	le	le	INTJ
american_scientific_journal-1575	126	63	ve	ve	PROPN
american_scientific_journal-1575	126	64	l	l	NOUN
american_scientific_journal-1575	127	1	o	o	X
american_scientific_journal-1575	127	2	f	f	X
american_scientific_journal-1575	127	3	a	a	DET
american_scientific_journal-1575	127	4	rti	rti	PROPN
american_scientific_journal-1575	127	5	sa	sa	PROPN
american_scientific_journal-1575	127	6	n	n	PROPN
american_scientific_journal-1575	127	7	sh	sh	PROPN
american_scientific_journal-1575	127	8	or	or	CCONJ
american_scientific_journal-1575	127	9	ta	ta	ADP
american_scientific_journal-1575	127	10	ge	ge	PROPN
american_scientific_journal-1575	127	11	american	american	PROPN
american_scientific_journal-1575	127	12	scientific	scientific	PROPN
american_scientific_journal-1575	127	13	research	research	PROPN
american_scientific_journal-1575	127	14	journal	journal	NOUN
american_scientific_journal-1575	127	15	for	for	ADP
american_scientific_journal-1575	127	16	engineering	engineering	NOUN
american_scientific_journal-1575	127	17	,	,	PUNCT
american_scientific_journal-1575	127	18	technology	technology	NOUN
american_scientific_journal-1575	127	19	,	,	PUNCT
american_scientific_journal-1575	127	20	and	and	CCONJ
american_scientific_journal-1575	127	21	sciences	science	NOUN
american_scientific_journal-1575	127	22	(	(	PUNCT
american_scientific_journal-1575	127	23	asrjets	asrjet	NOUN
american_scientific_journal-1575	127	24	)	)	PUNCT
american_scientific_journal-1575	127	25	(	(	PUNCT
american_scientific_journal-1575	127	26	2016	2016	NUM
american_scientific_journal-1575	127	27	)	)	PUNCT
american_scientific_journal-1575	127	28	volume	volume	NOUN
american_scientific_journal-1575	127	29	18	18	NUM
american_scientific_journal-1575	127	30	,	,	PUNCT
american_scientific_journal-1575	127	31	no	no	DET
american_scientific_journal-1575	127	32	1	1	NUM
american_scientific_journal-1575	127	33	,	,	PUNCT
american_scientific_journal-1575	127	34	pp	pp	ADV
american_scientific_journal-1575	127	35	235	235	NUM
american_scientific_journal-1575	127	36	-	-	SYM
american_scientific_journal-1575	127	37	251	251	NUM
american_scientific_journal-1575	127	38	242	242	NUM
american_scientific_journal-1575	127	39	to	to	PART
american_scientific_journal-1575	127	40	manage	manage	VERB
american_scientific_journal-1575	127	41	these	these	DET
american_scientific_journal-1575	127	42	types	type	NOUN
american_scientific_journal-1575	127	43	of	of	ADP
american_scientific_journal-1575	127	44	work	work	NOUN
american_scientific_journal-1575	127	45	force	force	NOUN
american_scientific_journal-1575	127	46	was	be	AUX
american_scientific_journal-1575	127	47	so	so	ADV
american_scientific_journal-1575	127	48	demanding	demanding	ADJ
american_scientific_journal-1575	127	49	.	.	PUNCT
american_scientific_journal-1575	128	1	it	it	PRON
american_scientific_journal-1575	128	2	needed	need	VERB
american_scientific_journal-1575	128	3	more	more	ADJ
american_scientific_journal-1575	128	4	effort	effort	NOUN
american_scientific_journal-1575	128	5	and	and	CCONJ
american_scientific_journal-1575	128	6	consumed	consume	VERB
american_scientific_journal-1575	128	7	more	more	ADJ
american_scientific_journal-1575	128	8	time	time	NOUN
american_scientific_journal-1575	128	9	than	than	ADP
american_scientific_journal-1575	128	10	any	any	DET
american_scientific_journal-1575	128	11	other	other	ADJ
american_scientific_journal-1575	128	12	management	management	NOUN
american_scientific_journal-1575	128	13	functions	function	NOUN
american_scientific_journal-1575	128	14	required	require	VERB
american_scientific_journal-1575	128	15	on	on	ADP
american_scientific_journal-1575	128	16	projects	project	NOUN
american_scientific_journal-1575	128	17	.	.	PUNCT
american_scientific_journal-1575	129	1	the	the	DET
american_scientific_journal-1575	129	2	results	result	NOUN
american_scientific_journal-1575	129	3	of	of	ADP
american_scientific_journal-1575	129	4	the	the	DET
american_scientific_journal-1575	129	5	findings	finding	NOUN
american_scientific_journal-1575	129	6	also	also	ADV
american_scientific_journal-1575	129	7	showed	show	VERB
american_scientific_journal-1575	129	8	that	that	SCONJ
american_scientific_journal-1575	129	9	reduced	reduce	VERB
american_scientific_journal-1575	129	10	number	number	NOUN
american_scientific_journal-1575	129	11	of	of	ADP
american_scientific_journal-1575	129	12	artisans	artisan	NOUN
american_scientific_journal-1575	129	13	in	in	ADP
american_scientific_journal-1575	129	14	the	the	DET
american_scientific_journal-1575	129	15	construction	construction	NOUN
american_scientific_journal-1575	129	16	industry	industry	NOUN
american_scientific_journal-1575	129	17	was	be	AUX
american_scientific_journal-1575	129	18	mainly	mainly	ADV
american_scientific_journal-1575	129	19	due	due	ADJ
american_scientific_journal-1575	129	20	school	school	NOUN
american_scientific_journal-1575	129	21	leavers	leaver	NOUN
american_scientific_journal-1575	129	22	only	only	ADV
american_scientific_journal-1575	129	23	interested	interested	ADJ
american_scientific_journal-1575	129	24	to	to	PART
american_scientific_journal-1575	129	25	train	train	VERB
american_scientific_journal-1575	129	26	in	in	ADP
american_scientific_journal-1575	129	27	white	white	ADJ
american_scientific_journal-1575	129	28	collar	collar	NOUN
american_scientific_journal-1575	129	29	careers	career	NOUN
american_scientific_journal-1575	129	30	jobs	job	NOUN
american_scientific_journal-1575	129	31	related	relate	VERB
american_scientific_journal-1575	129	32	to	to	ADP
american_scientific_journal-1575	129	33	business	business	NOUN
american_scientific_journal-1575	129	34	courses	course	NOUN
american_scientific_journal-1575	129	35	.	.	PUNCT
american_scientific_journal-1575	130	1	young	young	ADJ
american_scientific_journal-1575	130	2	people	people	NOUN
american_scientific_journal-1575	130	3	perceived	perceive	VERB
american_scientific_journal-1575	130	4	jobs	job	NOUN
american_scientific_journal-1575	130	5	in	in	ADP
american_scientific_journal-1575	130	6	construction	construction	NOUN
american_scientific_journal-1575	130	7	to	to	PART
american_scientific_journal-1575	130	8	be	be	AUX
american_scientific_journal-1575	130	9	dirty	dirty	ADJ
american_scientific_journal-1575	130	10	.	.	PUNCT
american_scientific_journal-1575	131	1	institutions	institution	NOUN
american_scientific_journal-1575	131	2	providing	provide	VERB
american_scientific_journal-1575	131	3	training	training	NOUN
american_scientific_journal-1575	131	4	for	for	ADP
american_scientific_journal-1575	131	5	white	white	ADJ
american_scientific_journal-1575	131	6	collar	collar	NOUN
american_scientific_journal-1575	131	7	career	career	NOUN
american_scientific_journal-1575	131	8	jobs	job	NOUN
american_scientific_journal-1575	131	9	had	have	VERB
american_scientific_journal-1575	131	10	a	a	DET
american_scientific_journal-1575	131	11	lot	lot	NOUN
american_scientific_journal-1575	131	12	of	of	ADP
american_scientific_journal-1575	131	13	applicants	applicant	NOUN
american_scientific_journal-1575	131	14	,	,	PUNCT
american_scientific_journal-1575	131	15	compared	compare	VERB
american_scientific_journal-1575	131	16	to	to	ADP
american_scientific_journal-1575	131	17	the	the	DET
american_scientific_journal-1575	131	18	trade	trade	NOUN
american_scientific_journal-1575	131	19	schools	schools	PROPN
american_scientific_journal-1575	131	20	institute	institute	PROPN
american_scientific_journal-1575	131	21	offering	offer	VERB
american_scientific_journal-1575	131	22	crafts	craft	NOUN
american_scientific_journal-1575	131	23	courses	course	NOUN
american_scientific_journal-1575	131	24	,	,	PUNCT
american_scientific_journal-1575	131	25	where	where	SCONJ
american_scientific_journal-1575	131	26	enrolment	enrolment	NOUN
american_scientific_journal-1575	131	27	has	have	AUX
american_scientific_journal-1575	131	28	been	be	AUX
american_scientific_journal-1575	131	29	reducing	reduce	VERB
american_scientific_journal-1575	131	30	year	year	NOUN
american_scientific_journal-1575	131	31	by	by	ADP
american_scientific_journal-1575	131	32	year	year	NOUN
american_scientific_journal-1575	131	33	.	.	PUNCT
american_scientific_journal-1575	132	1	the	the	DET
american_scientific_journal-1575	132	2	low	low	ADJ
american_scientific_journal-1575	132	3	level	level	NOUN
american_scientific_journal-1575	132	4	of	of	ADP
american_scientific_journal-1575	132	5	enrolments	enrolment	NOUN
american_scientific_journal-1575	132	6	had	have	AUX
american_scientific_journal-1575	132	7	forced	force	VERB
american_scientific_journal-1575	132	8	some	some	DET
american_scientific_journal-1575	132	9	vocational	vocational	ADJ
american_scientific_journal-1575	132	10	schools	school	NOUN
american_scientific_journal-1575	132	11	to	to	PART
american_scientific_journal-1575	132	12	close	close	VERB
american_scientific_journal-1575	132	13	certain	certain	ADJ
american_scientific_journal-1575	132	14	departments	department	NOUN
american_scientific_journal-1575	132	15	;	;	PUNCT
american_scientific_journal-1575	132	16	because	because	SCONJ
american_scientific_journal-1575	132	17	it	it	PRON
american_scientific_journal-1575	132	18	became	become	VERB
american_scientific_journal-1575	132	19	costly	costly	ADJ
american_scientific_journal-1575	132	20	to	to	PART
american_scientific_journal-1575	132	21	sustain	sustain	VERB
american_scientific_journal-1575	132	22	the	the	DET
american_scientific_journal-1575	132	23	training	training	NOUN
american_scientific_journal-1575	132	24	without	without	ADP
american_scientific_journal-1575	132	25	students	student	NOUN
american_scientific_journal-1575	132	26	’	'	PUNCT
american_scientific_journal-1575	132	27	enrolment	enrolment	NOUN
american_scientific_journal-1575	132	28	.	.	PUNCT
american_scientific_journal-1575	133	1	most	most	ADJ
american_scientific_journal-1575	133	2	government	government	NOUN
american_scientific_journal-1575	133	3	vocational	vocational	ADJ
american_scientific_journal-1575	133	4	schools	school	NOUN
american_scientific_journal-1575	133	5	were	be	AUX
american_scientific_journal-1575	133	6	not	not	PART
american_scientific_journal-1575	133	7	well	well	ADV
american_scientific_journal-1575	133	8	financed	finance	VERB
american_scientific_journal-1575	133	9	coupled	couple	VERB
american_scientific_journal-1575	133	10	with	with	ADP
american_scientific_journal-1575	133	11	the	the	DET
american_scientific_journal-1575	133	12	reduced	reduce	VERB
american_scientific_journal-1575	133	13	enrolments	enrolment	NOUN
american_scientific_journal-1575	133	14	in	in	ADP
american_scientific_journal-1575	133	15	technical	technical	ADJ
american_scientific_journal-1575	133	16	programs	program	NOUN
american_scientific_journal-1575	133	17	it	it	PRON
american_scientific_journal-1575	133	18	resulted	result	VERB
american_scientific_journal-1575	133	19	in	in	ADP
american_scientific_journal-1575	133	20	scaling	scale	VERB
american_scientific_journal-1575	133	21	down	down	ADP
american_scientific_journal-1575	133	22	some	some	DET
american_scientific_journal-1575	133	23	programmes	programme	NOUN
american_scientific_journal-1575	133	24	.	.	PUNCT
american_scientific_journal-1575	134	1	author	author	NOUN
american_scientific_journal-1575	134	2	[	[	X
american_scientific_journal-1575	134	3	23	23	NUM
american_scientific_journal-1575	134	4	]	]	PUNCT
american_scientific_journal-1575	134	5	did	do	VERB
american_scientific_journal-1575	134	6	an	an	DET
american_scientific_journal-1575	134	7	insight	insight	NOUN
american_scientific_journal-1575	134	8	into	into	ADP
american_scientific_journal-1575	134	9	implications	implication	NOUN
american_scientific_journal-1575	134	10	of	of	ADP
american_scientific_journal-1575	134	11	skills	skill	NOUN
american_scientific_journal-1575	134	12	shortage	shortage	NOUN
american_scientific_journal-1575	134	13	in	in	ADP
american_scientific_journal-1575	134	14	south	south	PROPN
american_scientific_journal-1575	134	15	africa	africa	PROPN
american_scientific_journal-1575	134	16	and	and	CCONJ
american_scientific_journal-1575	134	17	found	find	VERB
american_scientific_journal-1575	134	18	that	that	SCONJ
american_scientific_journal-1575	134	19	the	the	DET
american_scientific_journal-1575	134	20	shortage	shortage	NOUN
american_scientific_journal-1575	134	21	was	be	AUX
american_scientific_journal-1575	134	22	attributed	attribute	VERB
american_scientific_journal-1575	134	23	to	to	ADP
american_scientific_journal-1575	134	24	not	not	PART
american_scientific_journal-1575	134	25	allowing	allow	VERB
american_scientific_journal-1575	134	26	skilled	skilled	ADJ
american_scientific_journal-1575	134	27	foreigners	foreigner	NOUN
american_scientific_journal-1575	134	28	work	work	VERB
american_scientific_journal-1575	134	29	with	with	ADP
american_scientific_journal-1575	134	30	local	local	ADJ
american_scientific_journal-1575	134	31	south	south	PROPN
american_scientific_journal-1575	134	32	africans	africans	PROPN
american_scientific_journal-1575	134	33	;	;	PUNCT
american_scientific_journal-1575	134	34	to	to	PART
american_scientific_journal-1575	134	35	bring	bring	VERB
american_scientific_journal-1575	134	36	about	about	ADP
american_scientific_journal-1575	134	37	expertise	expertise	NOUN
american_scientific_journal-1575	134	38	in	in	ADP
american_scientific_journal-1575	134	39	the	the	DET
american_scientific_journal-1575	134	40	workforce	workforce	NOUN
american_scientific_journal-1575	134	41	for	for	SCONJ
american_scientific_journal-1575	134	42	learners	learner	NOUN
american_scientific_journal-1575	134	43	to	to	PART
american_scientific_journal-1575	134	44	acquire	acquire	VERB
american_scientific_journal-1575	134	45	critical	critical	ADJ
american_scientific_journal-1575	134	46	skills	skill	NOUN
american_scientific_journal-1575	134	47	that	that	PRON
american_scientific_journal-1575	134	48	would	would	AUX
american_scientific_journal-1575	134	49	enable	enable	VERB
american_scientific_journal-1575	134	50	them	they	PRON
american_scientific_journal-1575	134	51	to	to	PART
american_scientific_journal-1575	134	52	be	be	AUX
american_scientific_journal-1575	134	53	self	self	NOUN
american_scientific_journal-1575	134	54	-	-	PUNCT
american_scientific_journal-1575	134	55	reliant	reliant	ADJ
american_scientific_journal-1575	134	56	and	and	CCONJ
american_scientific_journal-1575	134	57	obtain	obtain	VERB
american_scientific_journal-1575	134	58	a	a	DET
american_scientific_journal-1575	134	59	place	place	NOUN
american_scientific_journal-1575	134	60	in	in	ADP
american_scientific_journal-1575	134	61	the	the	DET
american_scientific_journal-1575	134	62	labour	labour	NOUN
american_scientific_journal-1575	134	63	market	market	NOUN
american_scientific_journal-1575	134	64	.	.	PUNCT
american_scientific_journal-1575	135	1	3.2	3.2	NUM
american_scientific_journal-1575	135	2	.	.	PUNCT
american_scientific_journal-1575	135	3	factors	factor	NOUN
american_scientific_journal-1575	135	4	that	that	PRON
american_scientific_journal-1575	135	5	lead	lead	VERB
american_scientific_journal-1575	135	6	to	to	ADP
american_scientific_journal-1575	135	7	shortage	shortage	NOUN
american_scientific_journal-1575	135	8	of	of	ADP
american_scientific_journal-1575	135	9	artisans	artisan	NOUN
american_scientific_journal-1575	135	10	various	various	ADJ
american_scientific_journal-1575	135	11	factors	factor	NOUN
american_scientific_journal-1575	135	12	in	in	ADP
american_scientific_journal-1575	135	13	this	this	DET
american_scientific_journal-1575	135	14	study	study	NOUN
american_scientific_journal-1575	135	15	were	be	AUX
american_scientific_journal-1575	135	16	established	establish	VERB
american_scientific_journal-1575	135	17	,	,	PUNCT
american_scientific_journal-1575	135	18	and	and	CCONJ
american_scientific_journal-1575	135	19	those	those	PRON
american_scientific_journal-1575	135	20	that	that	PRON
american_scientific_journal-1575	135	21	contribute	contribute	VERB
american_scientific_journal-1575	135	22	to	to	ADP
american_scientific_journal-1575	135	23	the	the	DET
american_scientific_journal-1575	135	24	skills	skill	NOUN
american_scientific_journal-1575	135	25	shortage	shortage	NOUN
american_scientific_journal-1575	135	26	included	include	VERB
american_scientific_journal-1575	135	27	:	:	PUNCT
american_scientific_journal-1575	135	28	low	low	ADJ
american_scientific_journal-1575	135	29	number	number	NOUN
american_scientific_journal-1575	135	30	of	of	ADP
american_scientific_journal-1575	135	31	trade	trade	NOUN
american_scientific_journal-1575	135	32	schools	school	NOUN
american_scientific_journal-1575	135	33	and	and	CCONJ
american_scientific_journal-1575	135	34	unattractive	unattractive	ADJ
american_scientific_journal-1575	135	35	condition	condition	NOUN
american_scientific_journal-1575	135	36	of	of	ADP
american_scientific_journal-1575	135	37	service	service	NOUN
american_scientific_journal-1575	135	38	for	for	ADP
american_scientific_journal-1575	135	39	artisans	artisan	NOUN
american_scientific_journal-1575	135	40	.	.	PUNCT
american_scientific_journal-1575	136	1	figure	figure	NOUN
american_scientific_journal-1575	136	2	2	2	NUM
american_scientific_journal-1575	136	3	,	,	PUNCT
american_scientific_journal-1575	136	4	highlights	highlight	VERB
american_scientific_journal-1575	136	5	some	some	DET
american_scientific_journal-1575	136	6	factors	factor	NOUN
american_scientific_journal-1575	136	7	associated	associate	VERB
american_scientific_journal-1575	136	8	with	with	ADP
american_scientific_journal-1575	136	9	the	the	DET
american_scientific_journal-1575	136	10	skills	skill	NOUN
american_scientific_journal-1575	136	11	shortages	shortage	NOUN
american_scientific_journal-1575	136	12	.	.	PUNCT
american_scientific_journal-1575	137	1	the	the	DET
american_scientific_journal-1575	137	2	findings	finding	NOUN
american_scientific_journal-1575	137	3	of	of	ADP
american_scientific_journal-1575	137	4	the	the	DET
american_scientific_journal-1575	137	5	study	study	NOUN
american_scientific_journal-1575	137	6	revealed	reveal	VERB
american_scientific_journal-1575	137	7	high	high	ADJ
american_scientific_journal-1575	137	8	number	number	NOUN
american_scientific_journal-1575	137	9	of	of	ADP
american_scientific_journal-1575	137	10	informally	informally	ADV
american_scientific_journal-1575	137	11	trained	train	VERB
american_scientific_journal-1575	137	12	artisans	artisan	NOUN
american_scientific_journal-1575	137	13	was	be	AUX
american_scientific_journal-1575	137	14	attributed	attribute	VERB
american_scientific_journal-1575	137	15	to	to	ADP
american_scientific_journal-1575	137	16	few	few	ADJ
american_scientific_journal-1575	137	17	trade	trade	NOUN
american_scientific_journal-1575	137	18	schools	school	NOUN
american_scientific_journal-1575	137	19	offering	offer	VERB
american_scientific_journal-1575	137	20	quality	quality	NOUN
american_scientific_journal-1575	137	21	education	education	NOUN
american_scientific_journal-1575	137	22	in	in	ADP
american_scientific_journal-1575	137	23	the	the	DET
american_scientific_journal-1575	137	24	country	country	NOUN
american_scientific_journal-1575	137	25	.	.	PUNCT
american_scientific_journal-1575	138	1	figure	figure	VERB
american_scientific_journal-1575	138	2	2	2	NUM
american_scientific_journal-1575	138	3	:	:	PUNCT
american_scientific_journal-1575	138	4	factors	factor	NOUN
american_scientific_journal-1575	138	5	that	that	PRON
american_scientific_journal-1575	138	6	contribute	contribute	VERB
american_scientific_journal-1575	138	7	to	to	ADP
american_scientific_journal-1575	138	8	artisan	artisan	ADJ
american_scientific_journal-1575	138	9	shortage	shortage	NOUN
american_scientific_journal-1575	138	10	a	a	DET
american_scientific_journal-1575	138	11	-	-	PUNCT
american_scientific_journal-1575	138	12	few	few	ADJ
american_scientific_journal-1575	138	13	number	number	NOUN
american_scientific_journal-1575	138	14	of	of	ADP
american_scientific_journal-1575	138	15	trade	trade	NOUN
american_scientific_journal-1575	138	16	school	school	NOUN
american_scientific_journal-1575	138	17	american	american	PROPN
american_scientific_journal-1575	138	18	scientific	scientific	ADJ
american_scientific_journal-1575	138	19	research	research	NOUN
american_scientific_journal-1575	138	20	journal	journal	NOUN
american_scientific_journal-1575	138	21	for	for	ADP
american_scientific_journal-1575	138	22	engineering	engineering	NOUN
american_scientific_journal-1575	138	23	,	,	PUNCT
american_scientific_journal-1575	138	24	technology	technology	NOUN
american_scientific_journal-1575	138	25	,	,	PUNCT
american_scientific_journal-1575	138	26	and	and	CCONJ
american_scientific_journal-1575	138	27	sciences	science	NOUN
american_scientific_journal-1575	138	28	(	(	PUNCT
american_scientific_journal-1575	138	29	asrjets	asrjet	NOUN
american_scientific_journal-1575	138	30	)	)	PUNCT
american_scientific_journal-1575	138	31	(	(	PUNCT
american_scientific_journal-1575	138	32	2016	2016	NUM
american_scientific_journal-1575	138	33	)	)	PUNCT
american_scientific_journal-1575	138	34	volume	volume	NOUN
american_scientific_journal-1575	138	35	18	18	NUM
american_scientific_journal-1575	138	36	,	,	PUNCT
american_scientific_journal-1575	138	37	no	no	DET
american_scientific_journal-1575	138	38	1	1	NUM
american_scientific_journal-1575	138	39	,	,	PUNCT
american_scientific_journal-1575	138	40	pp	pp	ADV
american_scientific_journal-1575	138	41	235	235	NUM
american_scientific_journal-1575	138	42	-	-	SYM
american_scientific_journal-1575	138	43	251	251	NUM
american_scientific_journal-1575	138	44	243	243	NUM
american_scientific_journal-1575	138	45	b	b	X
american_scientific_journal-1575	138	46	-	-	PUNCT
american_scientific_journal-1575	138	47	un	un	PROPN
american_scientific_journal-1575	138	48	willingness	willingness	NOUN
american_scientific_journal-1575	138	49	of	of	ADP
american_scientific_journal-1575	138	50	young	young	ADJ
american_scientific_journal-1575	138	51	people	people	NOUN
american_scientific_journal-1575	138	52	to	to	PART
american_scientific_journal-1575	138	53	join	join	VERB
american_scientific_journal-1575	138	54	construction	construction	NOUN
american_scientific_journal-1575	138	55	jobs	job	NOUN
american_scientific_journal-1575	138	56	c	c	NOUN
american_scientific_journal-1575	138	57	-	-	PUNCT
american_scientific_journal-1575	138	58	low	low	ADJ
american_scientific_journal-1575	138	59	wages	wage	NOUN
american_scientific_journal-1575	138	60	d	d	ADJ
american_scientific_journal-1575	138	61	-	-	ADJ
american_scientific_journal-1575	138	62	casual	casual	ADJ
american_scientific_journal-1575	138	63	contract	contract	NOUN
american_scientific_journal-1575	138	64	employments	employment	NOUN
american_scientific_journal-1575	138	65	e	e	NOUN
american_scientific_journal-1575	138	66	-	-	NOUN
american_scientific_journal-1575	138	67	change	change	NOUN
american_scientific_journal-1575	138	68	in	in	ADP
american_scientific_journal-1575	138	69	technology	technology	NOUN
american_scientific_journal-1575	138	70	f	f	ADJ
american_scientific_journal-1575	138	71	-	-	PUNCT
american_scientific_journal-1575	138	72	poor	poor	ADJ
american_scientific_journal-1575	138	73	social	social	ADJ
american_scientific_journal-1575	138	74	security	security	NOUN
american_scientific_journal-1575	138	75	g	g	NOUN
american_scientific_journal-1575	138	76	-	-	PUNCT
american_scientific_journal-1575	138	77	aging	aging	NOUN
american_scientific_journal-1575	138	78	of	of	ADP
american_scientific_journal-1575	138	79	artisans	artisan	NOUN
american_scientific_journal-1575	138	80	the	the	DET
american_scientific_journal-1575	138	81	study	study	NOUN
american_scientific_journal-1575	138	82	also	also	ADV
american_scientific_journal-1575	138	83	revealed	reveal	VERB
american_scientific_journal-1575	138	84	that	that	SCONJ
american_scientific_journal-1575	138	85	wages	wage	NOUN
american_scientific_journal-1575	138	86	earned	earn	VERB
american_scientific_journal-1575	138	87	by	by	ADP
american_scientific_journal-1575	138	88	informal	informal	ADJ
american_scientific_journal-1575	138	89	artisans	artisan	NOUN
american_scientific_journal-1575	138	90	were	be	AUX
american_scientific_journal-1575	138	91	not	not	PART
american_scientific_journal-1575	138	92	attractive	attractive	ADJ
american_scientific_journal-1575	138	93	to	to	ADP
american_scientific_journal-1575	138	94	qualified	qualified	ADJ
american_scientific_journal-1575	138	95	personnel	personnel	NOUN
american_scientific_journal-1575	138	96	in	in	ADP
american_scientific_journal-1575	138	97	construction	construction	NOUN
american_scientific_journal-1575	138	98	industry	industry	NOUN
american_scientific_journal-1575	138	99	.	.	PUNCT
american_scientific_journal-1575	139	1	qualified	qualified	ADJ
american_scientific_journal-1575	139	2	artisans	artisan	NOUN
american_scientific_journal-1575	139	3	preferred	prefer	VERB
american_scientific_journal-1575	139	4	self	self	NOUN
american_scientific_journal-1575	139	5	employment	employment	NOUN
american_scientific_journal-1575	139	6	to	to	ADP
american_scientific_journal-1575	139	7	regular	regular	ADJ
american_scientific_journal-1575	139	8	monthly	monthly	ADJ
american_scientific_journal-1575	139	9	salaried	salary	VERB
american_scientific_journal-1575	139	10	engagement	engagement	NOUN
american_scientific_journal-1575	139	11	because	because	SCONJ
american_scientific_journal-1575	139	12	of	of	ADP
american_scientific_journal-1575	139	13	better	well	ADJ
american_scientific_journal-1575	139	14	returns	return	NOUN
american_scientific_journal-1575	139	15	associated	associate	VERB
american_scientific_journal-1575	139	16	with	with	ADP
american_scientific_journal-1575	139	17	working	work	VERB
american_scientific_journal-1575	139	18	on	on	ADP
american_scientific_journal-1575	139	19	their	their	PRON
american_scientific_journal-1575	139	20	own	own	ADJ
american_scientific_journal-1575	139	21	.	.	PUNCT
american_scientific_journal-1575	140	1	most	most	ADJ
american_scientific_journal-1575	140	2	school	school	NOUN
american_scientific_journal-1575	140	3	leavers	leaver	NOUN
american_scientific_journal-1575	140	4	shunned	shun	VERB
american_scientific_journal-1575	140	5	the	the	DET
american_scientific_journal-1575	140	6	artisan	artisan	ADJ
american_scientific_journal-1575	140	7	profession	profession	NOUN
american_scientific_journal-1575	140	8	in	in	ADP
american_scientific_journal-1575	140	9	preference	preference	NOUN
american_scientific_journal-1575	140	10	to	to	ADP
american_scientific_journal-1575	140	11	white	white	ADJ
american_scientific_journal-1575	140	12	collar	collar	NOUN
american_scientific_journal-1575	140	13	jobs	job	NOUN
american_scientific_journal-1575	140	14	.	.	PUNCT
american_scientific_journal-1575	141	1	this	this	PRON
american_scientific_journal-1575	141	2	resulted	result	VERB
american_scientific_journal-1575	141	3	in	in	ADP
american_scientific_journal-1575	141	4	low	low	ADJ
american_scientific_journal-1575	141	5	entry	entry	NOUN
american_scientific_journal-1575	141	6	into	into	ADP
american_scientific_journal-1575	141	7	training	training	NOUN
american_scientific_journal-1575	141	8	programmes	programme	NOUN
american_scientific_journal-1575	141	9	[	[	X
american_scientific_journal-1575	141	10	11	11	NUM
american_scientific_journal-1575	141	11	]	]	PUNCT
american_scientific_journal-1575	141	12	and	and	CCONJ
american_scientific_journal-1575	141	13	contributed	contribute	VERB
american_scientific_journal-1575	141	14	to	to	ADP
american_scientific_journal-1575	141	15	the	the	DET
american_scientific_journal-1575	141	16	shortage	shortage	NOUN
american_scientific_journal-1575	141	17	of	of	ADP
american_scientific_journal-1575	141	18	skills	skill	NOUN
american_scientific_journal-1575	141	19	in	in	ADP
american_scientific_journal-1575	141	20	the	the	DET
american_scientific_journal-1575	141	21	construction	construction	NOUN
american_scientific_journal-1575	141	22	industry	industry	NOUN
american_scientific_journal-1575	141	23	.	.	PUNCT
american_scientific_journal-1575	142	1	the	the	DET
american_scientific_journal-1575	142	2	gaps	gap	NOUN
american_scientific_journal-1575	142	3	created	create	VERB
american_scientific_journal-1575	142	4	by	by	ADP
american_scientific_journal-1575	142	5	lack	lack	NOUN
american_scientific_journal-1575	142	6	of	of	ADP
american_scientific_journal-1575	142	7	formal	formal	ADJ
american_scientific_journal-1575	142	8	artisans	artisan	NOUN
american_scientific_journal-1575	142	9	joining	join	VERB
american_scientific_journal-1575	142	10	the	the	DET
american_scientific_journal-1575	142	11	industry	industry	NOUN
american_scientific_journal-1575	142	12	were	be	AUX
american_scientific_journal-1575	142	13	taken	take	VERB
american_scientific_journal-1575	142	14	up	up	ADP
american_scientific_journal-1575	142	15	by	by	ADP
american_scientific_journal-1575	142	16	those	those	PRON
american_scientific_journal-1575	142	17	who	who	PRON
american_scientific_journal-1575	142	18	held	hold	VERB
american_scientific_journal-1575	142	19	informal	informal	ADJ
american_scientific_journal-1575	142	20	qualifications	qualification	NOUN
american_scientific_journal-1575	142	21	.	.	PUNCT
american_scientific_journal-1575	143	1	the	the	DET
american_scientific_journal-1575	143	2	wages	wage	NOUN
american_scientific_journal-1575	143	3	for	for	ADP
american_scientific_journal-1575	143	4	informally	informally	ADV
american_scientific_journal-1575	143	5	trained	train	VERB
american_scientific_journal-1575	143	6	artisans	artisan	NOUN
american_scientific_journal-1575	143	7	were	be	AUX
american_scientific_journal-1575	143	8	lower	low	ADJ
american_scientific_journal-1575	143	9	compared	compare	VERB
american_scientific_journal-1575	143	10	to	to	ADP
american_scientific_journal-1575	143	11	those	those	PRON
american_scientific_journal-1575	143	12	demanded	demand	VERB
american_scientific_journal-1575	143	13	by	by	ADP
american_scientific_journal-1575	143	14	trade	trade	NOUN
american_scientific_journal-1575	143	15	school	school	NOUN
american_scientific_journal-1575	143	16	graduates	graduate	NOUN
american_scientific_journal-1575	143	17	.	.	PUNCT
american_scientific_journal-1575	144	1	most	most	ADJ
american_scientific_journal-1575	144	2	construction	construction	NOUN
american_scientific_journal-1575	144	3	firms	firm	NOUN
american_scientific_journal-1575	144	4	did	do	AUX
american_scientific_journal-1575	144	5	not	not	PART
american_scientific_journal-1575	144	6	to	to	PART
american_scientific_journal-1575	144	7	pay	pay	VERB
american_scientific_journal-1575	144	8	competitive	competitive	ADJ
american_scientific_journal-1575	144	9	wages	wage	NOUN
american_scientific_journal-1575	144	10	for	for	ADP
american_scientific_journal-1575	144	11	good	good	ADJ
american_scientific_journal-1575	144	12	skills	skill	NOUN
american_scientific_journal-1575	144	13	,	,	PUNCT
american_scientific_journal-1575	144	14	but	but	CCONJ
american_scientific_journal-1575	144	15	instead	instead	ADV
american_scientific_journal-1575	144	16	promoted	promote	VERB
american_scientific_journal-1575	144	17	a	a	DET
american_scientific_journal-1575	144	18	culture	culture	NOUN
american_scientific_journal-1575	144	19	of	of	ADP
american_scientific_journal-1575	144	20	cheap	cheap	ADJ
american_scientific_journal-1575	144	21	labour	labour	NOUN
american_scientific_journal-1575	144	22	.	.	PUNCT
american_scientific_journal-1575	145	1	this	this	DET
american_scientific_journal-1575	145	2	development	development	NOUN
american_scientific_journal-1575	145	3	discouraged	discourage	VERB
american_scientific_journal-1575	145	4	those	those	DET
american_scientific_journal-1575	145	5	trained	train	VERB
american_scientific_journal-1575	145	6	artisans	artisan	NOUN
american_scientific_journal-1575	145	7	with	with	ADP
american_scientific_journal-1575	145	8	trade	trade	NOUN
american_scientific_journal-1575	145	9	school	school	NOUN
american_scientific_journal-1575	145	10	qualifications	qualification	NOUN
american_scientific_journal-1575	145	11	not	not	PART
american_scientific_journal-1575	145	12	to	to	PART
american_scientific_journal-1575	145	13	practise	practise	VERB
american_scientific_journal-1575	145	14	due	due	ADP
american_scientific_journal-1575	145	15	to	to	ADP
american_scientific_journal-1575	145	16	poor	poor	ADJ
american_scientific_journal-1575	145	17	wages	wage	NOUN
american_scientific_journal-1575	145	18	.	.	PUNCT
american_scientific_journal-1575	146	1	the	the	DET
american_scientific_journal-1575	146	2	structure	structure	NOUN
american_scientific_journal-1575	146	3	of	of	ADP
american_scientific_journal-1575	146	4	re	re	NOUN
american_scientific_journal-1575	146	5	-	-	NOUN
american_scientific_journal-1575	146	6	numeration	numeration	NOUN
american_scientific_journal-1575	146	7	in	in	ADP
american_scientific_journal-1575	146	8	the	the	DET
american_scientific_journal-1575	146	9	construction	construction	NOUN
american_scientific_journal-1575	146	10	industry	industry	NOUN
american_scientific_journal-1575	146	11	in	in	ADP
american_scientific_journal-1575	146	12	zambia	zambia	PROPN
american_scientific_journal-1575	146	13	was	be	AUX
american_scientific_journal-1575	146	14	deemed	deem	VERB
american_scientific_journal-1575	146	15	to	to	PART
american_scientific_journal-1575	146	16	be	be	AUX
american_scientific_journal-1575	146	17	poor	poor	ADJ
american_scientific_journal-1575	146	18	.	.	PUNCT
american_scientific_journal-1575	147	1	firms	firm	NOUN
american_scientific_journal-1575	147	2	,	,	PUNCT
american_scientific_journal-1575	147	3	as	as	SCONJ
american_scientific_journal-1575	147	4	a	a	DET
american_scientific_journal-1575	147	5	consequence	consequence	NOUN
american_scientific_journal-1575	147	6	paid	pay	VERB
american_scientific_journal-1575	147	7	the	the	DET
american_scientific_journal-1575	147	8	same	same	ADJ
american_scientific_journal-1575	147	9	wages	wage	NOUN
american_scientific_journal-1575	147	10	for	for	ADP
american_scientific_journal-1575	147	11	both	both	CCONJ
american_scientific_journal-1575	147	12	good	good	ADJ
american_scientific_journal-1575	147	13	and	and	CCONJ
american_scientific_journal-1575	147	14	poor	poor	ADJ
american_scientific_journal-1575	147	15	skilled	skilled	ADJ
american_scientific_journal-1575	147	16	artisans	artisan	NOUN
american_scientific_journal-1575	147	17	.	.	PUNCT
american_scientific_journal-1575	148	1	these	these	DET
american_scientific_journal-1575	148	2	poor	poor	ADJ
american_scientific_journal-1575	148	3	conditions	condition	NOUN
american_scientific_journal-1575	148	4	made	make	VERB
american_scientific_journal-1575	148	5	young	young	ADJ
american_scientific_journal-1575	148	6	people	people	NOUN
american_scientific_journal-1575	148	7	less	less	ADV
american_scientific_journal-1575	148	8	interested	interested	ADJ
american_scientific_journal-1575	148	9	to	to	PART
american_scientific_journal-1575	148	10	train	train	VERB
american_scientific_journal-1575	148	11	in	in	ADP
american_scientific_journal-1575	148	12	construction	construction	NOUN
american_scientific_journal-1575	148	13	related	relate	VERB
american_scientific_journal-1575	148	14	careers	career	NOUN
american_scientific_journal-1575	148	15	.	.	PUNCT
american_scientific_journal-1575	149	1	there	there	PRON
american_scientific_journal-1575	149	2	was	be	VERB
american_scientific_journal-1575	149	3	no	no	DET
american_scientific_journal-1575	149	4	difference	difference	NOUN
american_scientific_journal-1575	149	5	in	in	ADP
american_scientific_journal-1575	149	6	wages	wage	NOUN
american_scientific_journal-1575	149	7	or	or	CCONJ
american_scientific_journal-1575	149	8	motivation	motivation	NOUN
american_scientific_journal-1575	149	9	between	between	ADP
american_scientific_journal-1575	149	10	those	those	PRON
american_scientific_journal-1575	149	11	who	who	PRON
american_scientific_journal-1575	149	12	held	hold	VERB
american_scientific_journal-1575	149	13	trade	trade	NOUN
american_scientific_journal-1575	149	14	school	school	NOUN
american_scientific_journal-1575	149	15	qualifications	qualification	NOUN
american_scientific_journal-1575	149	16	and	and	CCONJ
american_scientific_journal-1575	149	17	the	the	DET
american_scientific_journal-1575	149	18	informally	informally	ADV
american_scientific_journal-1575	149	19	trained	train	VERB
american_scientific_journal-1575	149	20	artisans	artisan	NOUN
american_scientific_journal-1575	149	21	.	.	PUNCT
american_scientific_journal-1575	150	1	the	the	DET
american_scientific_journal-1575	150	2	motivation	motivation	NOUN
american_scientific_journal-1575	150	3	was	be	AUX
american_scientific_journal-1575	150	4	low	low	ADJ
american_scientific_journal-1575	150	5	and	and	CCONJ
american_scientific_journal-1575	150	6	this	this	PRON
american_scientific_journal-1575	150	7	was	be	AUX
american_scientific_journal-1575	150	8	compounded	compound	VERB
american_scientific_journal-1575	150	9	by	by	ADP
american_scientific_journal-1575	150	10	less	less	ADJ
american_scientific_journal-1575	150	11	career	career	NOUN
american_scientific_journal-1575	150	12	progression	progression	NOUN
american_scientific_journal-1575	150	13	prospects	prospect	NOUN
american_scientific_journal-1575	150	14	for	for	ADP
american_scientific_journal-1575	150	15	practicing	practice	VERB
american_scientific_journal-1575	150	16	artisans	artisan	NOUN
american_scientific_journal-1575	150	17	.	.	PUNCT
american_scientific_journal-1575	151	1	other	other	ADJ
american_scientific_journal-1575	151	2	studies	study	NOUN
american_scientific_journal-1575	151	3	have	have	AUX
american_scientific_journal-1575	151	4	shown	show	VERB
american_scientific_journal-1575	151	5	that	that	SCONJ
american_scientific_journal-1575	151	6	artisan	artisan	ADJ
american_scientific_journal-1575	151	7	shortage	shortage	NOUN
american_scientific_journal-1575	151	8	is	be	AUX
american_scientific_journal-1575	151	9	associated	associate	VERB
american_scientific_journal-1575	151	10	with	with	ADP
american_scientific_journal-1575	151	11	acquisition	acquisition	NOUN
american_scientific_journal-1575	151	12	of	of	ADP
american_scientific_journal-1575	151	13	new	new	ADJ
american_scientific_journal-1575	151	14	technology	technology	NOUN
american_scientific_journal-1575	151	15	and	and	CCONJ
american_scientific_journal-1575	151	16	equipment	equipment	NOUN
american_scientific_journal-1575	151	17	due	due	ADJ
american_scientific_journal-1575	151	18	to	to	ADP
american_scientific_journal-1575	151	19	globalisation	globalisation	NOUN
american_scientific_journal-1575	151	20	[	[	X
american_scientific_journal-1575	151	21	6	6	NUM
american_scientific_journal-1575	151	22	,	,	PUNCT
american_scientific_journal-1575	151	23	10	10	NUM
american_scientific_journal-1575	151	24	]	]	PUNCT
american_scientific_journal-1575	151	25	.	.	PUNCT
american_scientific_journal-1575	152	1	technological	technological	ADJ
american_scientific_journal-1575	152	2	advancement	advancement	NOUN
american_scientific_journal-1575	152	3	was	be	AUX
american_scientific_journal-1575	152	4	at	at	ADP
american_scientific_journal-1575	152	5	a	a	DET
american_scientific_journal-1575	152	6	faster	fast	ADJ
american_scientific_journal-1575	152	7	rate	rate	NOUN
american_scientific_journal-1575	152	8	with	with	ADP
american_scientific_journal-1575	152	9	high	high	ADJ
american_scientific_journal-1575	152	10	influx	influx	NOUN
american_scientific_journal-1575	152	11	of	of	ADP
american_scientific_journal-1575	152	12	modern	modern	ADJ
american_scientific_journal-1575	152	13	tools	tool	NOUN
american_scientific_journal-1575	152	14	,	,	PUNCT
american_scientific_journal-1575	152	15	equipment	equipment	NOUN
american_scientific_journal-1575	152	16	and	and	CCONJ
american_scientific_journal-1575	152	17	materials	material	NOUN
american_scientific_journal-1575	152	18	which	which	PRON
american_scientific_journal-1575	152	19	affect	affect	VERB
american_scientific_journal-1575	152	20	most	most	ADJ
american_scientific_journal-1575	152	21	artisans	artisan	NOUN
american_scientific_journal-1575	152	22	who	who	PRON
american_scientific_journal-1575	152	23	have	have	VERB
american_scientific_journal-1575	152	24	limited	limit	VERB
american_scientific_journal-1575	152	25	knowledge	knowledge	NOUN
american_scientific_journal-1575	152	26	and	and	CCONJ
american_scientific_journal-1575	152	27	skills	skill	NOUN
american_scientific_journal-1575	152	28	to	to	PART
american_scientific_journal-1575	152	29	handle	handle	VERB
american_scientific_journal-1575	152	30	modern	modern	ADJ
american_scientific_journal-1575	152	31	technology	technology	NOUN
american_scientific_journal-1575	152	32	in	in	ADP
american_scientific_journal-1575	152	33	the	the	DET
american_scientific_journal-1575	152	34	market	market	NOUN
american_scientific_journal-1575	152	35	;	;	PUNCT
american_scientific_journal-1575	152	36	this	this	PRON
american_scientific_journal-1575	152	37	contributes	contribute	VERB
american_scientific_journal-1575	152	38	to	to	ADP
american_scientific_journal-1575	152	39	shortage	shortage	NOUN
american_scientific_journal-1575	152	40	of	of	ADP
american_scientific_journal-1575	152	41	skills	skill	NOUN
american_scientific_journal-1575	152	42	.	.	PUNCT
american_scientific_journal-1575	153	1	to	to	PART
american_scientific_journal-1575	153	2	mitigate	mitigate	VERB
american_scientific_journal-1575	153	3	the	the	DET
american_scientific_journal-1575	153	4	shortages	shortage	NOUN
american_scientific_journal-1575	153	5	of	of	ADP
american_scientific_journal-1575	153	6	artisans	artisan	NOUN
american_scientific_journal-1575	153	7	,	,	PUNCT
american_scientific_journal-1575	153	8	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	153	9	training	training	NOUN
american_scientific_journal-1575	153	10	was	be	AUX
american_scientific_journal-1575	153	11	evaluated	evaluate	VERB
american_scientific_journal-1575	153	12	.	.	PUNCT
american_scientific_journal-1575	154	1	3.3	3.3	NUM
american_scientific_journal-1575	154	2	.	.	PUNCT
american_scientific_journal-1575	154	3	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	154	4	majority	majority	NOUN
american_scientific_journal-1575	154	5	of	of	ADP
american_scientific_journal-1575	154	6	young	young	ADJ
american_scientific_journal-1575	154	7	people	people	NOUN
american_scientific_journal-1575	154	8	in	in	ADP
american_scientific_journal-1575	154	9	zambia	zambia	PROPN
american_scientific_journal-1575	154	10	experienced	experience	VERB
american_scientific_journal-1575	154	11	of	of	ADP
american_scientific_journal-1575	154	12	lack	lack	NOUN
american_scientific_journal-1575	154	13	of	of	ADP
american_scientific_journal-1575	154	14	employment	employment	NOUN
american_scientific_journal-1575	154	15	,	,	PUNCT
american_scientific_journal-1575	154	16	low	low	ADJ
american_scientific_journal-1575	154	17	skills	skill	NOUN
american_scientific_journal-1575	154	18	and	and	CCONJ
american_scientific_journal-1575	154	19	low	low	ADJ
american_scientific_journal-1575	154	20	income	income	NOUN
american_scientific_journal-1575	154	21	.	.	PUNCT
american_scientific_journal-1575	155	1	teveta	teveta	PROPN
american_scientific_journal-1575	155	2	formal	formal	ADJ
american_scientific_journal-1575	155	3	of	of	ADP
american_scientific_journal-1575	155	4	training	training	NOUN
american_scientific_journal-1575	155	5	system	system	NOUN
american_scientific_journal-1575	155	6	has	have	AUX
american_scientific_journal-1575	155	7	only	only	ADV
american_scientific_journal-1575	155	8	been	be	AUX
american_scientific_journal-1575	155	9	giving	give	VERB
american_scientific_journal-1575	155	10	few	few	ADJ
american_scientific_journal-1575	155	11	opportunities	opportunity	NOUN
american_scientific_journal-1575	155	12	to	to	ADP
american_scientific_journal-1575	155	13	the	the	DET
american_scientific_journal-1575	155	14	youths	youth	NOUN
american_scientific_journal-1575	155	15	,	,	PUNCT
american_scientific_journal-1575	155	16	because	because	SCONJ
american_scientific_journal-1575	155	17	of	of	ADP
american_scientific_journal-1575	155	18	high	high	ADJ
american_scientific_journal-1575	155	19	barriers	barrier	NOUN
american_scientific_journal-1575	155	20	in	in	ADP
american_scientific_journal-1575	155	21	terms	term	NOUN
american_scientific_journal-1575	155	22	of	of	ADP
american_scientific_journal-1575	155	23	entry	entry	NOUN
american_scientific_journal-1575	155	24	qualifications	qualification	NOUN
american_scientific_journal-1575	155	25	,	,	PUNCT
american_scientific_journal-1575	155	26	cost	cost	NOUN
american_scientific_journal-1575	155	27	and	and	CCONJ
american_scientific_journal-1575	155	28	accessibility	accessibility	NOUN
american_scientific_journal-1575	155	29	.	.	PUNCT
american_scientific_journal-1575	156	1	therefore	therefore	ADV
american_scientific_journal-1575	156	2	,	,	PUNCT
american_scientific_journal-1575	156	3	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	156	4	remains	remain	VERB
american_scientific_journal-1575	156	5	the	the	DET
american_scientific_journal-1575	156	6	one	one	NUM
american_scientific_journal-1575	156	7	of	of	ADP
american_scientific_journal-1575	156	8	the	the	DET
american_scientific_journal-1575	156	9	methods	method	NOUN
american_scientific_journal-1575	156	10	to	to	PART
american_scientific_journal-1575	156	11	provide	provide	VERB
american_scientific_journal-1575	156	12	skills	skill	NOUN
american_scientific_journal-1575	156	13	for	for	ADP
american_scientific_journal-1575	156	14	construction	construction	NOUN
american_scientific_journal-1575	156	15	industry	industry	NOUN
american_scientific_journal-1575	156	16	.	.	PUNCT
american_scientific_journal-1575	157	1	it	it	PRON
american_scientific_journal-1575	157	2	is	be	AUX
american_scientific_journal-1575	157	3	the	the	DET
american_scientific_journal-1575	157	4	easiest	easy	ADJ
american_scientific_journal-1575	157	5	path	path	NOUN
american_scientific_journal-1575	157	6	for	for	ADP
american_scientific_journal-1575	157	7	career	career	NOUN
american_scientific_journal-1575	157	8	development	development	NOUN
american_scientific_journal-1575	157	9	,	,	PUNCT
american_scientific_journal-1575	157	10	particularly	particularly	ADV
american_scientific_journal-1575	157	11	for	for	ADP
american_scientific_journal-1575	157	12	school	school	NOUN
american_scientific_journal-1575	157	13	drop	drop	NOUN
american_scientific_journal-1575	157	14	outs	out	NOUN
american_scientific_journal-1575	157	15	and	and	CCONJ
american_scientific_journal-1575	157	16	those	those	PRON
american_scientific_journal-1575	157	17	from	from	ADP
american_scientific_journal-1575	157	18	poor	poor	ADJ
american_scientific_journal-1575	157	19	families	family	NOUN
american_scientific_journal-1575	157	20	who	who	PRON
american_scientific_journal-1575	157	21	can	can	AUX
american_scientific_journal-1575	157	22	not	not	PART
american_scientific_journal-1575	157	23	progress	progress	VERB
american_scientific_journal-1575	157	24	academically	academically	ADV
american_scientific_journal-1575	157	25	.	.	PUNCT
american_scientific_journal-1575	158	1	the	the	DET
american_scientific_journal-1575	158	2	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	158	3	makes	make	VERB
american_scientific_journal-1575	158	4	it	it	PRON
american_scientific_journal-1575	158	5	’s	’	VERB
american_scientific_journal-1575	158	6	an	an	DET
american_scientific_journal-1575	158	7	important	important	ADJ
american_scientific_journal-1575	158	8	source	source	NOUN
american_scientific_journal-1575	158	9	of	of	ADP
american_scientific_journal-1575	158	10	innovation	innovation	NOUN
american_scientific_journal-1575	158	11	and	and	CCONJ
american_scientific_journal-1575	158	12	productivity	productivity	NOUN
american_scientific_journal-1575	158	13	for	for	ADP
american_scientific_journal-1575	158	14	the	the	DET
american_scientific_journal-1575	158	15	construction	construction	NOUN
american_scientific_journal-1575	158	16	industry	industry	NOUN
american_scientific_journal-1575	158	17	workforce	workforce	NOUN
american_scientific_journal-1575	158	18	.	.	PUNCT
american_scientific_journal-1575	159	1	the	the	DET
american_scientific_journal-1575	159	2	study	study	NOUN
american_scientific_journal-1575	159	3	findings	finding	NOUN
american_scientific_journal-1575	159	4	revealed	reveal	VERB
american_scientific_journal-1575	159	5	that	that	SCONJ
american_scientific_journal-1575	159	6	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	159	7	would	would	AUX
american_scientific_journal-1575	159	8	take	take	VERB
american_scientific_journal-1575	159	9	two	two	NUM
american_scientific_journal-1575	159	10	years	year	NOUN
american_scientific_journal-1575	159	11	minimum	minimum	NOUN
american_scientific_journal-1575	159	12	for	for	SCONJ
american_scientific_journal-1575	159	13	the	the	DET
american_scientific_journal-1575	159	14	apprentices	apprentice	NOUN
american_scientific_journal-1575	159	15	to	to	PART
american_scientific_journal-1575	159	16	be	be	AUX
american_scientific_journal-1575	159	17	exposed	expose	VERB
american_scientific_journal-1575	159	18	to	to	ADP
american_scientific_journal-1575	159	19	different	different	ADJ
american_scientific_journal-1575	159	20	work	work	NOUN
american_scientific_journal-1575	159	21	american	american	PROPN
american_scientific_journal-1575	159	22	scientific	scientific	ADJ
american_scientific_journal-1575	159	23	research	research	NOUN
american_scientific_journal-1575	159	24	journal	journal	NOUN
american_scientific_journal-1575	159	25	for	for	ADP
american_scientific_journal-1575	159	26	engineering	engineering	NOUN
american_scientific_journal-1575	159	27	,	,	PUNCT
american_scientific_journal-1575	159	28	technology	technology	NOUN
american_scientific_journal-1575	159	29	,	,	PUNCT
american_scientific_journal-1575	159	30	and	and	CCONJ
american_scientific_journal-1575	159	31	sciences	science	NOUN
american_scientific_journal-1575	159	32	(	(	PUNCT
american_scientific_journal-1575	159	33	asrjets	asrjet	NOUN
american_scientific_journal-1575	159	34	)	)	PUNCT
american_scientific_journal-1575	159	35	(	(	PUNCT
american_scientific_journal-1575	159	36	2016	2016	NUM
american_scientific_journal-1575	159	37	)	)	PUNCT
american_scientific_journal-1575	159	38	volume	volume	NOUN
american_scientific_journal-1575	159	39	18	18	NUM
american_scientific_journal-1575	159	40	,	,	PUNCT
american_scientific_journal-1575	159	41	no	no	DET
american_scientific_journal-1575	159	42	1	1	NUM
american_scientific_journal-1575	159	43	,	,	PUNCT
american_scientific_journal-1575	159	44	pp	pp	ADV
american_scientific_journal-1575	159	45	235	235	NUM
american_scientific_journal-1575	159	46	-	-	SYM
american_scientific_journal-1575	159	47	251	251	NUM
american_scientific_journal-1575	159	48	244	244	NUM
american_scientific_journal-1575	159	49	environment	environment	NOUN
american_scientific_journal-1575	159	50	.	.	PUNCT
american_scientific_journal-1575	160	1	the	the	DET
american_scientific_journal-1575	160	2	period	period	NOUN
american_scientific_journal-1575	160	3	of	of	ADP
american_scientific_journal-1575	160	4	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	160	5	training	training	NOUN
american_scientific_journal-1575	160	6	was	be	AUX
american_scientific_journal-1575	160	7	consistent	consistent	ADJ
american_scientific_journal-1575	160	8	with	with	ADP
american_scientific_journal-1575	160	9	study	study	NOUN
american_scientific_journal-1575	160	10	by	by	ADP
american_scientific_journal-1575	160	11	[	[	X
american_scientific_journal-1575	160	12	13	13	NUM
american_scientific_journal-1575	160	13	]	]	PUNCT
american_scientific_journal-1575	160	14	that	that	PRON
american_scientific_journal-1575	160	15	recommended	recommend	VERB
american_scientific_journal-1575	160	16	two	two	NUM
american_scientific_journal-1575	160	17	to	to	PART
american_scientific_journal-1575	160	18	three	three	NUM
american_scientific_journal-1575	160	19	years	year	NOUN
american_scientific_journal-1575	160	20	for	for	ADP
american_scientific_journal-1575	160	21	the	the	DET
american_scientific_journal-1575	160	22	training	training	NOUN
american_scientific_journal-1575	160	23	programme	programme	NOUN
american_scientific_journal-1575	160	24	.	.	PUNCT
american_scientific_journal-1575	161	1	it	it	PRON
american_scientific_journal-1575	161	2	was	be	AUX
american_scientific_journal-1575	161	3	also	also	ADV
american_scientific_journal-1575	161	4	noted	note	VERB
american_scientific_journal-1575	161	5	that	that	SCONJ
american_scientific_journal-1575	161	6	spending	spend	VERB
american_scientific_journal-1575	161	7	20	20	NUM
american_scientific_journal-1575	161	8	percent	percent	NOUN
american_scientific_journal-1575	161	9	of	of	ADP
american_scientific_journal-1575	161	10	the	the	DET
american_scientific_journal-1575	161	11	time	time	NOUN
american_scientific_journal-1575	161	12	learning	learning	NOUN
american_scientific_journal-1575	161	13	theory	theory	NOUN
american_scientific_journal-1575	161	14	was	be	AUX
american_scientific_journal-1575	161	15	enough	enough	ADJ
american_scientific_journal-1575	161	16	for	for	SCONJ
american_scientific_journal-1575	161	17	the	the	DET
american_scientific_journal-1575	161	18	apprentices	apprentice	NOUN
american_scientific_journal-1575	161	19	to	to	PART
american_scientific_journal-1575	161	20	study	study	VERB
american_scientific_journal-1575	161	21	important	important	ADJ
american_scientific_journal-1575	161	22	construction	construction	NOUN
american_scientific_journal-1575	161	23	topics	topic	NOUN
american_scientific_journal-1575	161	24	.	.	PUNCT
american_scientific_journal-1575	162	1	study	study	NOUN
american_scientific_journal-1575	162	2	findings	finding	NOUN
american_scientific_journal-1575	162	3	revealed	reveal	VERB
american_scientific_journal-1575	162	4	that	that	SCONJ
american_scientific_journal-1575	162	5	,	,	PUNCT
american_scientific_journal-1575	162	6	work	work	NOUN
american_scientific_journal-1575	162	7	place	place	NOUN
american_scientific_journal-1575	162	8	training	training	NOUN
american_scientific_journal-1575	162	9	could	could	AUX
american_scientific_journal-1575	162	10	offer	offer	VERB
american_scientific_journal-1575	162	11	a	a	DET
american_scientific_journal-1575	162	12	very	very	ADV
american_scientific_journal-1575	162	13	high	high	ADJ
american_scientific_journal-1575	162	14	quality	quality	NOUN
american_scientific_journal-1575	162	15	learning	learn	VERB
american_scientific_journal-1575	162	16	environment	environment	NOUN
american_scientific_journal-1575	162	17	,	,	PUNCT
american_scientific_journal-1575	162	18	allowing	allow	VERB
american_scientific_journal-1575	162	19	students	student	NOUN
american_scientific_journal-1575	162	20	to	to	PART
american_scientific_journal-1575	162	21	acquire	acquire	VERB
american_scientific_journal-1575	162	22	practical	practical	ADJ
american_scientific_journal-1575	162	23	skills	skill	NOUN
american_scientific_journal-1575	162	24	on	on	ADP
american_scientific_journal-1575	162	25	latest	late	ADJ
american_scientific_journal-1575	162	26	equipment	equipment	NOUN
american_scientific_journal-1575	162	27	on	on	ADP
american_scientific_journal-1575	162	28	the	the	DET
american_scientific_journal-1575	162	29	market	market	NOUN
american_scientific_journal-1575	162	30	and	and	CCONJ
american_scientific_journal-1575	162	31	most	most	ADV
american_scientific_journal-1575	162	32	recent	recent	ADJ
american_scientific_journal-1575	162	33	working	work	VERB
american_scientific_journal-1575	162	34	methods	method	NOUN
american_scientific_journal-1575	162	35	in	in	ADP
american_scientific_journal-1575	162	36	the	the	DET
american_scientific_journal-1575	162	37	industry	industry	NOUN
american_scientific_journal-1575	162	38	.	.	PUNCT
american_scientific_journal-1575	163	1	similarly	similarly	ADV
american_scientific_journal-1575	163	2	apprentices	apprentice	NOUN
american_scientific_journal-1575	163	3	could	could	AUX
american_scientific_journal-1575	163	4	be	be	AUX
american_scientific_journal-1575	163	5	helped	help	VERB
american_scientific_journal-1575	163	6	to	to	PART
american_scientific_journal-1575	163	7	develop	develop	VERB
american_scientific_journal-1575	163	8	key	key	ADJ
american_scientific_journal-1575	163	9	soft	soft	ADJ
american_scientific_journal-1575	163	10	skills	skill	NOUN
american_scientific_journal-1575	163	11	such	such	ADJ
american_scientific_journal-1575	163	12	as	as	ADP
american_scientific_journal-1575	163	13	dealing	deal	VERB
american_scientific_journal-1575	163	14	with	with	ADP
american_scientific_journal-1575	163	15	clients	client	NOUN
american_scientific_journal-1575	163	16	on	on	ADP
american_scientific_journal-1575	163	17	site	site	NOUN
american_scientific_journal-1575	163	18	environment	environment	NOUN
american_scientific_journal-1575	163	19	.	.	PUNCT
american_scientific_journal-1575	164	1	recruitment	recruitment	NOUN
american_scientific_journal-1575	164	2	becomes	become	VERB
american_scientific_journal-1575	164	3	much	much	ADV
american_scientific_journal-1575	164	4	more	more	ADV
american_scientific_journal-1575	164	5	effective	effective	ADJ
american_scientific_journal-1575	164	6	and	and	CCONJ
american_scientific_journal-1575	164	7	less	less	ADV
american_scientific_journal-1575	164	8	costly	costly	ADJ
american_scientific_journal-1575	164	9	because	because	SCONJ
american_scientific_journal-1575	164	10	good	good	ADJ
american_scientific_journal-1575	164	11	artisans	artisan	NOUN
american_scientific_journal-1575	164	12	are	be	AUX
american_scientific_journal-1575	164	13	identified	identify	VERB
american_scientific_journal-1575	164	14	during	during	ADP
american_scientific_journal-1575	164	15	training	training	NOUN
american_scientific_journal-1575	164	16	period	period	NOUN
american_scientific_journal-1575	164	17	itself	itself	PRON
american_scientific_journal-1575	164	18	before	before	SCONJ
american_scientific_journal-1575	164	19	they	they	PRON
american_scientific_journal-1575	164	20	are	be	AUX
american_scientific_journal-1575	164	21	employed	employ	VERB
american_scientific_journal-1575	164	22	.	.	PUNCT
american_scientific_journal-1575	165	1	the	the	DET
american_scientific_journal-1575	165	2	findings	finding	NOUN
american_scientific_journal-1575	165	3	of	of	ADP
american_scientific_journal-1575	165	4	the	the	DET
american_scientific_journal-1575	165	5	study	study	NOUN
american_scientific_journal-1575	165	6	revealed	reveal	VERB
american_scientific_journal-1575	165	7	apprentices	apprentice	NOUN
american_scientific_journal-1575	165	8	should	should	AUX
american_scientific_journal-1575	165	9	be	be	AUX
american_scientific_journal-1575	165	10	examined	examine	VERB
american_scientific_journal-1575	165	11	and	and	CCONJ
american_scientific_journal-1575	165	12	this	this	PRON
american_scientific_journal-1575	165	13	received	receive	VERB
american_scientific_journal-1575	165	14	response	response	NOUN
american_scientific_journal-1575	165	15	rate	rate	NOUN
american_scientific_journal-1575	165	16	of	of	ADP
american_scientific_journal-1575	165	17	92	92	NUM
american_scientific_journal-1575	165	18	percent	percent	NOUN
american_scientific_journal-1575	165	19	in	in	ADP
american_scientific_journal-1575	165	20	agreement	agreement	NOUN
american_scientific_journal-1575	165	21	.	.	PUNCT
american_scientific_journal-1575	166	1	the	the	DET
american_scientific_journal-1575	166	2	results	result	NOUN
american_scientific_journal-1575	166	3	of	of	ADP
american_scientific_journal-1575	166	4	the	the	DET
american_scientific_journal-1575	166	5	findings	finding	NOUN
american_scientific_journal-1575	166	6	were	be	AUX
american_scientific_journal-1575	166	7	used	use	VERB
american_scientific_journal-1575	166	8	in	in	ADP
american_scientific_journal-1575	166	9	development	development	NOUN
american_scientific_journal-1575	166	10	of	of	ADP
american_scientific_journal-1575	166	11	the	the	DET
american_scientific_journal-1575	166	12	training	training	NOUN
american_scientific_journal-1575	166	13	model	model	NOUN
american_scientific_journal-1575	166	14	.	.	PUNCT
american_scientific_journal-1575	167	1	3.4	3.4	NUM
american_scientific_journal-1575	167	2	.	.	PUNCT
american_scientific_journal-1575	167	3	training	training	NOUN
american_scientific_journal-1575	167	4	model	model	NOUN
american_scientific_journal-1575	167	5	:	:	PUNCT
american_scientific_journal-1575	167	6	asfm	asfm	VERB
american_scientific_journal-1575	167	7	the	the	DET
american_scientific_journal-1575	167	8	aim	aim	NOUN
american_scientific_journal-1575	167	9	of	of	ADP
american_scientific_journal-1575	167	10	the	the	DET
american_scientific_journal-1575	167	11	study	study	NOUN
american_scientific_journal-1575	167	12	reported	report	VERB
american_scientific_journal-1575	167	13	in	in	ADP
american_scientific_journal-1575	167	14	this	this	DET
american_scientific_journal-1575	167	15	paper	paper	NOUN
american_scientific_journal-1575	167	16	was	be	AUX
american_scientific_journal-1575	167	17	to	to	PART
american_scientific_journal-1575	167	18	develop	develop	VERB
american_scientific_journal-1575	167	19	a	a	DET
american_scientific_journal-1575	167	20	model	model	NOUN
american_scientific_journal-1575	167	21	that	that	PRON
american_scientific_journal-1575	167	22	alleviates	alleviate	VERB
american_scientific_journal-1575	167	23	shortage	shortage	NOUN
american_scientific_journal-1575	167	24	of	of	ADP
american_scientific_journal-1575	167	25	artisan	artisan	ADJ
american_scientific_journal-1575	167	26	in	in	ADP
american_scientific_journal-1575	167	27	construction	construction	NOUN
american_scientific_journal-1575	167	28	industry	industry	NOUN
american_scientific_journal-1575	167	29	.	.	PUNCT
american_scientific_journal-1575	168	1	the	the	DET
american_scientific_journal-1575	168	2	development	development	NOUN
american_scientific_journal-1575	168	3	of	of	ADP
american_scientific_journal-1575	168	4	the	the	DET
american_scientific_journal-1575	168	5	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	168	6	skills	skill	VERB
american_scientific_journal-1575	168	7	flow	flow	NOUN
american_scientific_journal-1575	168	8	-	-	PUNCT
american_scientific_journal-1575	168	9	chart	chart	NOUN
american_scientific_journal-1575	168	10	model	model	NOUN
american_scientific_journal-1575	168	11	(	(	PUNCT
american_scientific_journal-1575	168	12	asfm	asfm	NOUN
american_scientific_journal-1575	168	13	)	)	PUNCT
american_scientific_journal-1575	168	14	was	be	AUX
american_scientific_journal-1575	168	15	based	base	VERB
american_scientific_journal-1575	168	16	on	on	ADP
american_scientific_journal-1575	168	17	the	the	DET
american_scientific_journal-1575	168	18	results	result	NOUN
american_scientific_journal-1575	168	19	obtained	obtain	VERB
american_scientific_journal-1575	168	20	from	from	ADP
american_scientific_journal-1575	168	21	interview	interview	NOUN
american_scientific_journal-1575	168	22	,	,	PUNCT
american_scientific_journal-1575	168	23	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	168	24	survey	survey	NOUN
american_scientific_journal-1575	168	25	findings	finding	NOUN
american_scientific_journal-1575	168	26	and	and	CCONJ
american_scientific_journal-1575	168	27	consolidated	consolidated	ADJ
american_scientific_journal-1575	168	28	list	list	NOUN
american_scientific_journal-1575	168	29	of	of	ADP
american_scientific_journal-1575	168	30	significant	significant	ADJ
american_scientific_journal-1575	168	31	factors	factor	NOUN
american_scientific_journal-1575	168	32	gathered	gather	VERB
american_scientific_journal-1575	168	33	that	that	PRON
american_scientific_journal-1575	168	34	were	be	AUX
american_scientific_journal-1575	168	35	perceived	perceive	VERB
american_scientific_journal-1575	168	36	to	to	PART
american_scientific_journal-1575	168	37	affect	affect	VERB
american_scientific_journal-1575	168	38	artisan	artisan	ADJ
american_scientific_journal-1575	168	39	shortages	shortage	NOUN
american_scientific_journal-1575	168	40	.	.	PUNCT
american_scientific_journal-1575	169	1	the	the	DET
american_scientific_journal-1575	169	2	asfm	asfm	NOUN
american_scientific_journal-1575	169	3	was	be	AUX
american_scientific_journal-1575	169	4	built	build	VERB
american_scientific_journal-1575	169	5	around	around	ADP
american_scientific_journal-1575	169	6	the	the	DET
american_scientific_journal-1575	169	7	theoretical	theoretical	ADJ
american_scientific_journal-1575	169	8	framework	framework	NOUN
american_scientific_journal-1575	169	9	of	of	ADP
american_scientific_journal-1575	169	10	addressing	address	VERB
american_scientific_journal-1575	169	11	current	current	ADJ
american_scientific_journal-1575	169	12	heavily	heavily	ADV
american_scientific_journal-1575	169	13	dependent	dependent	ADJ
american_scientific_journal-1575	169	14	on	on	ADP
american_scientific_journal-1575	169	15	informally	informally	ADV
american_scientific_journal-1575	169	16	trained	train	VERB
american_scientific_journal-1575	169	17	artisans	artisan	NOUN
american_scientific_journal-1575	169	18	working	work	VERB
american_scientific_journal-1575	169	19	in	in	ADP
american_scientific_journal-1575	169	20	zambian	zambian	ADJ
american_scientific_journal-1575	169	21	construction	construction	NOUN
american_scientific_journal-1575	169	22	companies	company	NOUN
american_scientific_journal-1575	169	23	,	,	PUNCT
american_scientific_journal-1575	169	24	because	because	SCONJ
american_scientific_journal-1575	169	25	of	of	ADP
american_scientific_journal-1575	169	26	low	low	ADJ
american_scientific_journal-1575	169	27	level	level	NOUN
american_scientific_journal-1575	169	28	of	of	ADP
american_scientific_journal-1575	169	29	artisan	artisan	ADJ
american_scientific_journal-1575	169	30	graduates	graduate	NOUN
american_scientific_journal-1575	169	31	from	from	ADP
american_scientific_journal-1575	169	32	trade	trade	NOUN
american_scientific_journal-1575	169	33	schools	school	NOUN
american_scientific_journal-1575	169	34	.	.	PUNCT
american_scientific_journal-1575	170	1	this	this	DET
american_scientific_journal-1575	170	2	model	model	NOUN
american_scientific_journal-1575	170	3	was	be	AUX
american_scientific_journal-1575	170	4	designed	design	VERB
american_scientific_journal-1575	170	5	to	to	PART
american_scientific_journal-1575	170	6	use	use	VERB
american_scientific_journal-1575	170	7	different	different	ADJ
american_scientific_journal-1575	170	8	pathways	pathway	NOUN
american_scientific_journal-1575	170	9	of	of	ADP
american_scientific_journal-1575	170	10	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	170	11	training	training	NOUN
american_scientific_journal-1575	170	12	.	.	PUNCT
american_scientific_journal-1575	171	1	according	accord	VERB
american_scientific_journal-1575	171	2	to	to	ADP
american_scientific_journal-1575	171	3	[	[	X
american_scientific_journal-1575	171	4	24	24	NUM
american_scientific_journal-1575	171	5	]	]	PUNCT
american_scientific_journal-1575	171	6	,	,	PUNCT
american_scientific_journal-1575	171	7	an	an	DET
american_scientific_journal-1575	171	8	educational	educational	ADJ
american_scientific_journal-1575	171	9	programme	programme	NOUN
american_scientific_journal-1575	171	10	should	should	AUX
american_scientific_journal-1575	171	11	seek	seek	VERB
american_scientific_journal-1575	171	12	to	to	PART
american_scientific_journal-1575	171	13	develop	develop	VERB
american_scientific_journal-1575	171	14	links	link	NOUN
american_scientific_journal-1575	171	15	to	to	ADP
american_scientific_journal-1575	171	16	vocational	vocational	ADJ
american_scientific_journal-1575	171	17	training	training	NOUN
american_scientific_journal-1575	171	18	with	with	ADP
american_scientific_journal-1575	171	19	certification	certification	NOUN
american_scientific_journal-1575	171	20	and	and	CCONJ
american_scientific_journal-1575	171	21	competences	competence	NOUN
american_scientific_journal-1575	171	22	evaluation	evaluation	NOUN
american_scientific_journal-1575	171	23	.	.	PUNCT
american_scientific_journal-1575	172	1	it	it	PRON
american_scientific_journal-1575	172	2	should	should	AUX
american_scientific_journal-1575	172	3	be	be	AUX
american_scientific_journal-1575	172	4	aimed	aim	VERB
american_scientific_journal-1575	172	5	towards	towards	ADP
american_scientific_journal-1575	172	6	the	the	DET
american_scientific_journal-1575	172	7	development	development	NOUN
american_scientific_journal-1575	172	8	of	of	ADP
american_scientific_journal-1575	172	9	a	a	DET
american_scientific_journal-1575	172	10	gradual	gradual	ADJ
american_scientific_journal-1575	172	11	process	process	NOUN
american_scientific_journal-1575	172	12	of	of	ADP
american_scientific_journal-1575	172	13	acquiring	acquire	VERB
american_scientific_journal-1575	172	14	knowledge	knowledge	NOUN
american_scientific_journal-1575	172	15	,	,	PUNCT
american_scientific_journal-1575	172	16	values	value	NOUN
american_scientific_journal-1575	172	17	,	,	PUNCT
american_scientific_journal-1575	172	18	and	and	CCONJ
american_scientific_journal-1575	172	19	skills	skill	NOUN
american_scientific_journal-1575	172	20	.	.	PUNCT
american_scientific_journal-1575	173	1	author	author	NOUN
american_scientific_journal-1575	174	1	[	[	X
american_scientific_journal-1575	174	2	25	25	NUM
american_scientific_journal-1575	174	3	]	]	PUNCT
american_scientific_journal-1575	174	4	reported	report	VERB
american_scientific_journal-1575	174	5	that	that	SCONJ
american_scientific_journal-1575	174	6	some	some	PRON
american_scientific_journal-1575	174	7	of	of	ADP
american_scientific_journal-1575	174	8	the	the	DET
american_scientific_journal-1575	174	9	skills	skill	NOUN
american_scientific_journal-1575	174	10	can	can	AUX
american_scientific_journal-1575	174	11	be	be	AUX
american_scientific_journal-1575	174	12	acquired	acquire	VERB
american_scientific_journal-1575	174	13	at	at	ADP
american_scientific_journal-1575	174	14	school	school	NOUN
american_scientific_journal-1575	174	15	,	,	PUNCT
american_scientific_journal-1575	174	16	while	while	SCONJ
american_scientific_journal-1575	174	17	others	other	NOUN
american_scientific_journal-1575	174	18	may	may	AUX
american_scientific_journal-1575	174	19	only	only	ADV
american_scientific_journal-1575	174	20	be	be	AUX
american_scientific_journal-1575	174	21	acquired	acquire	VERB
american_scientific_journal-1575	174	22	in	in	ADP
american_scientific_journal-1575	174	23	industry	industry	NOUN
american_scientific_journal-1575	174	24	.	.	PUNCT
american_scientific_journal-1575	175	1	craft	craft	NOUN
american_scientific_journal-1575	175	2	competency	competency	NOUN
american_scientific_journal-1575	175	3	is	be	AUX
american_scientific_journal-1575	175	4	related	relate	VERB
american_scientific_journal-1575	175	5	to	to	ADP
american_scientific_journal-1575	175	6	knowledge	knowledge	NOUN
american_scientific_journal-1575	175	7	,	,	PUNCT
american_scientific_journal-1575	175	8	altitude	altitude	NOUN
american_scientific_journal-1575	175	9	,	,	PUNCT
american_scientific_journal-1575	175	10	skill	skill	NOUN
american_scientific_journal-1575	175	11	and	and	CCONJ
american_scientific_journal-1575	175	12	personal	personal	ADJ
american_scientific_journal-1575	175	13	characteristics	characteristic	NOUN
american_scientific_journal-1575	175	14	that	that	PRON
american_scientific_journal-1575	175	15	affect	affect	VERB
american_scientific_journal-1575	175	16	major	major	ADJ
american_scientific_journal-1575	175	17	performance	performance	NOUN
american_scientific_journal-1575	175	18	of	of	ADP
american_scientific_journal-1575	175	19	a	a	DET
american_scientific_journal-1575	175	20	job	job	NOUN
american_scientific_journal-1575	176	1	[	[	X
american_scientific_journal-1575	176	2	26	26	NUM
american_scientific_journal-1575	176	3	]	]	PUNCT
american_scientific_journal-1575	176	4	.	.	PUNCT
american_scientific_journal-1575	177	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	177	2	training	training	NOUN
american_scientific_journal-1575	177	3	builds	build	VERB
american_scientific_journal-1575	177	4	up	up	ADP
american_scientific_journal-1575	177	5	skills	skill	NOUN
american_scientific_journal-1575	177	6	in	in	ADP
american_scientific_journal-1575	177	7	the	the	DET
american_scientific_journal-1575	177	8	industry	industry	NOUN
american_scientific_journal-1575	177	9	and	and	CCONJ
american_scientific_journal-1575	177	10	create	create	VERB
american_scientific_journal-1575	177	11	loyal	loyal	ADJ
american_scientific_journal-1575	177	12	workforce	workforce	NOUN
american_scientific_journal-1575	177	13	that	that	PRON
american_scientific_journal-1575	177	14	brings	bring	VERB
american_scientific_journal-1575	177	15	about	about	ADP
american_scientific_journal-1575	177	16	growth	growth	NOUN
american_scientific_journal-1575	177	17	in	in	ADP
american_scientific_journal-1575	177	18	skills	skill	NOUN
american_scientific_journal-1575	177	19	base	base	NOUN
american_scientific_journal-1575	177	20	for	for	ADP
american_scientific_journal-1575	177	21	construction	construction	NOUN
american_scientific_journal-1575	177	22	companies	company	NOUN
american_scientific_journal-1575	177	23	.	.	PUNCT
american_scientific_journal-1575	178	1	the	the	DET
american_scientific_journal-1575	178	2	creation	creation	NOUN
american_scientific_journal-1575	178	3	of	of	ADP
american_scientific_journal-1575	178	4	new	new	ADJ
american_scientific_journal-1575	178	5	talents	talent	NOUN
american_scientific_journal-1575	178	6	through	through	ADP
american_scientific_journal-1575	178	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	178	8	in	in	ADP
american_scientific_journal-1575	178	9	the	the	DET
american_scientific_journal-1575	178	10	industry	industry	NOUN
american_scientific_journal-1575	178	11	results	result	VERB
american_scientific_journal-1575	178	12	in	in	ADP
american_scientific_journal-1575	178	13	increased	increase	VERB
american_scientific_journal-1575	178	14	innovation	innovation	NOUN
american_scientific_journal-1575	178	15	and	and	CCONJ
american_scientific_journal-1575	178	16	productivity	productivity	NOUN
american_scientific_journal-1575	178	17	.	.	PUNCT
american_scientific_journal-1575	179	1	this	this	PRON
american_scientific_journal-1575	179	2	made	make	VERB
american_scientific_journal-1575	179	3	[	[	X
american_scientific_journal-1575	179	4	27	27	NUM
american_scientific_journal-1575	179	5	]	]	PUNCT
american_scientific_journal-1575	179	6	conclude	conclude	VERB
american_scientific_journal-1575	179	7	that	that	SCONJ
american_scientific_journal-1575	179	8	shortage	shortage	NOUN
american_scientific_journal-1575	179	9	of	of	ADP
american_scientific_journal-1575	179	10	experienced	experienced	ADJ
american_scientific_journal-1575	179	11	skilled	skilled	ADJ
american_scientific_journal-1575	179	12	labour	labour	NOUN
american_scientific_journal-1575	179	13	;	;	PUNCT
american_scientific_journal-1575	179	14	increases	increase	VERB
american_scientific_journal-1575	179	15	idle	idle	ADJ
american_scientific_journal-1575	179	16	time	time	NOUN
american_scientific_journal-1575	179	17	because	because	SCONJ
american_scientific_journal-1575	179	18	of	of	ADP
american_scientific_journal-1575	179	19	prolonged	prolonged	ADJ
american_scientific_journal-1575	179	20	learning	learning	NOUN
american_scientific_journal-1575	179	21	curve	curve	NOUN
american_scientific_journal-1575	179	22	by	by	ADP
american_scientific_journal-1575	179	23	un	un	PROPN
american_scientific_journal-1575	179	24	skilled	skilled	ADJ
american_scientific_journal-1575	179	25	labour	labour	NOUN
american_scientific_journal-1575	179	26	that	that	PRON
american_scientific_journal-1575	179	27	result	result	VERB
american_scientific_journal-1575	179	28	in	in	ADP
american_scientific_journal-1575	179	29	low	low	ADJ
american_scientific_journal-1575	179	30	performance	performance	NOUN
american_scientific_journal-1575	179	31	.	.	PUNCT
american_scientific_journal-1575	180	1	a	a	DET
american_scientific_journal-1575	180	2	creatively	creatively	ADV
american_scientific_journal-1575	180	3	thinking	think	VERB
american_scientific_journal-1575	180	4	artisan	artisan	NOUN
american_scientific_journal-1575	180	5	can	can	AUX
american_scientific_journal-1575	180	6	contribute	contribute	VERB
american_scientific_journal-1575	180	7	to	to	ADP
american_scientific_journal-1575	180	8	increased	increase	VERB
american_scientific_journal-1575	180	9	productivity	productivity	NOUN
american_scientific_journal-1575	180	10	.	.	PUNCT
american_scientific_journal-1575	181	1	often	often	ADV
american_scientific_journal-1575	181	2	it	it	PRON
american_scientific_journal-1575	181	3	is	be	AUX
american_scientific_journal-1575	181	4	the	the	DET
american_scientific_journal-1575	181	5	workers	worker	NOUN
american_scientific_journal-1575	181	6	who	who	PRON
american_scientific_journal-1575	181	7	come	come	VERB
american_scientific_journal-1575	181	8	up	up	ADP
american_scientific_journal-1575	181	9	with	with	ADP
american_scientific_journal-1575	181	10	the	the	DET
american_scientific_journal-1575	181	11	best	good	ADJ
american_scientific_journal-1575	181	12	solution	solution	NOUN
american_scientific_journal-1575	181	13	to	to	ADP
american_scientific_journal-1575	181	14	a	a	DET
american_scientific_journal-1575	181	15	problem	problem	NOUN
american_scientific_journal-1575	181	16	on	on	ADP
american_scientific_journal-1575	181	17	the	the	DET
american_scientific_journal-1575	181	18	construction	construction	NOUN
american_scientific_journal-1575	181	19	site	site	NOUN
american_scientific_journal-1575	181	20	.	.	PUNCT
american_scientific_journal-1575	182	1	according	accord	VERB
american_scientific_journal-1575	182	2	to	to	ADP
american_scientific_journal-1575	182	3	[	[	X
american_scientific_journal-1575	182	4	28	28	NUM
american_scientific_journal-1575	182	5	]	]	PUNCT
american_scientific_journal-1575	182	6	,	,	PUNCT
american_scientific_journal-1575	182	7	encouraging	encourage	VERB
american_scientific_journal-1575	182	8	mentoring	mentoring	NOUN
american_scientific_journal-1575	182	9	by	by	ADP
american_scientific_journal-1575	182	10	mixing	mix	VERB
american_scientific_journal-1575	182	11	experienced	experienced	ADJ
american_scientific_journal-1575	182	12	workers	worker	NOUN
american_scientific_journal-1575	182	13	with	with	ADP
american_scientific_journal-1575	182	14	new	new	ADJ
american_scientific_journal-1575	182	15	employees	employee	NOUN
american_scientific_journal-1575	182	16	is	be	AUX
american_scientific_journal-1575	182	17	the	the	DET
american_scientific_journal-1575	182	18	most	most	ADV
american_scientific_journal-1575	182	19	preferred	preferred	ADJ
american_scientific_journal-1575	182	20	approach	approach	NOUN
american_scientific_journal-1575	182	21	of	of	ADP
american_scientific_journal-1575	182	22	improving	improve	VERB
american_scientific_journal-1575	182	23	skills	skill	NOUN
american_scientific_journal-1575	182	24	of	of	ADP
american_scientific_journal-1575	182	25	artisan	artisan	ADJ
american_scientific_journal-1575	182	26	in	in	ADP
american_scientific_journal-1575	182	27	the	the	DET
american_scientific_journal-1575	182	28	work	work	NOUN
american_scientific_journal-1575	182	29	environment	environment	NOUN
american_scientific_journal-1575	182	30	.	.	PUNCT
american_scientific_journal-1575	183	1	many	many	ADJ
american_scientific_journal-1575	183	2	artisan	artisan	ADJ
american_scientific_journal-1575	183	3	employers	employer	NOUN
american_scientific_journal-1575	183	4	;	;	PUNCT
american_scientific_journal-1575	183	5	particularly	particularly	ADV
american_scientific_journal-1575	183	6	those	those	PRON
american_scientific_journal-1575	183	7	in	in	ADP
american_scientific_journal-1575	183	8	informal	informal	ADJ
american_scientific_journal-1575	183	9	construction	construction	NOUN
american_scientific_journal-1575	183	10	sector	sector	NOUN
american_scientific_journal-1575	183	11	regarded	regard	VERB
american_scientific_journal-1575	183	12	informal	informal	ADJ
american_scientific_journal-1575	183	13	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	183	14	skill	skill	NOUN
american_scientific_journal-1575	183	15	as	as	ADP
american_scientific_journal-1575	183	16	larger	large	ADJ
american_scientific_journal-1575	183	17	in	in	ADP
american_scientific_journal-1575	183	18	capacity	capacity	NOUN
american_scientific_journal-1575	183	19	with	with	ADP
american_scientific_journal-1575	183	20	superior	superior	ADJ
american_scientific_journal-1575	183	21	practical	practical	ADJ
american_scientific_journal-1575	183	22	skills	skill	NOUN
american_scientific_journal-1575	183	23	than	than	ADP
american_scientific_journal-1575	183	24	those	those	PRON
american_scientific_journal-1575	183	25	from	from	ADP
american_scientific_journal-1575	183	26	the	the	DET
american_scientific_journal-1575	183	27	formal	formal	ADJ
american_scientific_journal-1575	183	28	vocational	vocational	ADJ
american_scientific_journal-1575	183	29	education	education	NOUN
american_scientific_journal-1575	183	30	system	system	NOUN
american_scientific_journal-1575	183	31	[	[	X
american_scientific_journal-1575	183	32	29	29	NUM
american_scientific_journal-1575	183	33	]	]	PUNCT
american_scientific_journal-1575	183	34	.	.	PUNCT
american_scientific_journal-1575	184	1	the	the	DET
american_scientific_journal-1575	184	2	quality	quality	NOUN
american_scientific_journal-1575	184	3	of	of	ADP
american_scientific_journal-1575	184	4	skills	skill	NOUN
american_scientific_journal-1575	184	5	becomes	become	VERB
american_scientific_journal-1575	184	6	better	well	ADJ
american_scientific_journal-1575	184	7	for	for	ADP
american_scientific_journal-1575	184	8	those	those	PRON
american_scientific_journal-1575	184	9	who	who	PRON
american_scientific_journal-1575	184	10	combine	combine	VERB
american_scientific_journal-1575	184	11	informal	informal	ADJ
american_scientific_journal-1575	184	12	and	and	CCONJ
american_scientific_journal-1575	184	13	formal	formal	ADJ
american_scientific_journal-1575	184	14	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	184	15	training	training	NOUN
american_scientific_journal-1575	184	16	.	.	PUNCT
american_scientific_journal-1575	185	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	185	2	method	method	NOUN
american_scientific_journal-1575	185	3	allows	allow	VERB
american_scientific_journal-1575	185	4	trainees	trainee	NOUN
american_scientific_journal-1575	185	5	to	to	PART
american_scientific_journal-1575	185	6	learn	learn	VERB
american_scientific_journal-1575	185	7	not	not	PART
american_scientific_journal-1575	185	8	only	only	ADV
american_scientific_journal-1575	185	9	trade	trade	NOUN
american_scientific_journal-1575	185	10	principles	principle	NOUN
american_scientific_journal-1575	185	11	in	in	ADP
american_scientific_journal-1575	185	12	a	a	DET
american_scientific_journal-1575	185	13	real	real	ADJ
american_scientific_journal-1575	185	14	-	-	PUNCT
american_scientific_journal-1575	185	15	world	world	NOUN
american_scientific_journal-1575	185	16	situation	situation	NOUN
american_scientific_journal-1575	185	17	,	,	PUNCT
american_scientific_journal-1575	185	18	but	but	CCONJ
american_scientific_journal-1575	185	19	also	also	ADV
american_scientific_journal-1575	185	20	to	to	ADP
american_scientific_journal-1575	185	21	american	american	ADJ
american_scientific_journal-1575	185	22	scientific	scientific	ADJ
american_scientific_journal-1575	185	23	research	research	NOUN
american_scientific_journal-1575	185	24	journal	journal	NOUN
american_scientific_journal-1575	185	25	for	for	ADP
american_scientific_journal-1575	185	26	engineering	engineering	NOUN
american_scientific_journal-1575	185	27	,	,	PUNCT
american_scientific_journal-1575	185	28	technology	technology	NOUN
american_scientific_journal-1575	185	29	,	,	PUNCT
american_scientific_journal-1575	185	30	and	and	CCONJ
american_scientific_journal-1575	185	31	sciences	science	NOUN
american_scientific_journal-1575	185	32	(	(	PUNCT
american_scientific_journal-1575	185	33	asrjets	asrjet	NOUN
american_scientific_journal-1575	185	34	)	)	PUNCT
american_scientific_journal-1575	185	35	(	(	PUNCT
american_scientific_journal-1575	185	36	2016	2016	NUM
american_scientific_journal-1575	185	37	)	)	PUNCT
american_scientific_journal-1575	185	38	volume	volume	NOUN
american_scientific_journal-1575	185	39	18	18	NUM
american_scientific_journal-1575	185	40	,	,	PUNCT
american_scientific_journal-1575	185	41	no	no	DET
american_scientific_journal-1575	185	42	1	1	NUM
american_scientific_journal-1575	185	43	,	,	PUNCT
american_scientific_journal-1575	185	44	pp	pp	ADV
american_scientific_journal-1575	185	45	235	235	NUM
american_scientific_journal-1575	185	46	-	-	SYM
american_scientific_journal-1575	185	47	251	251	NUM
american_scientific_journal-1575	185	48	245	245	NUM
american_scientific_journal-1575	185	49	observe	observe	VERB
american_scientific_journal-1575	185	50	the	the	DET
american_scientific_journal-1575	185	51	on	on	ADP
american_scientific_journal-1575	185	52	-	-	PUNCT
american_scientific_journal-1575	185	53	site	site	NOUN
american_scientific_journal-1575	185	54	application	application	NOUN
american_scientific_journal-1575	185	55	of	of	ADP
american_scientific_journal-1575	185	56	productivity	productivity	NOUN
american_scientific_journal-1575	185	57	and	and	CCONJ
american_scientific_journal-1575	185	58	quality	quality	NOUN
american_scientific_journal-1575	185	59	standards	standard	NOUN
american_scientific_journal-1575	185	60	.	.	PUNCT
american_scientific_journal-1575	186	1	these	these	PRON
american_scientific_journal-1575	186	2	are	be	AUX
american_scientific_journal-1575	186	3	topics	topic	NOUN
american_scientific_journal-1575	186	4	that	that	PRON
american_scientific_journal-1575	186	5	are	be	AUX
american_scientific_journal-1575	186	6	more	more	ADV
american_scientific_journal-1575	186	7	difficult	difficult	ADJ
american_scientific_journal-1575	186	8	to	to	PART
american_scientific_journal-1575	186	9	understand	understand	VERB
american_scientific_journal-1575	186	10	or	or	CCONJ
american_scientific_journal-1575	186	11	convey	convey	VERB
american_scientific_journal-1575	186	12	in	in	ADP
american_scientific_journal-1575	186	13	a	a	DET
american_scientific_journal-1575	186	14	traditional	traditional	ADJ
american_scientific_journal-1575	186	15	classroom	classroom	NOUN
american_scientific_journal-1575	186	16	format	format	NOUN
american_scientific_journal-1575	186	17	of	of	ADP
american_scientific_journal-1575	186	18	education	education	NOUN
american_scientific_journal-1575	186	19	[	[	X
american_scientific_journal-1575	186	20	30	30	NUM
american_scientific_journal-1575	186	21	]	]	PUNCT
american_scientific_journal-1575	186	22	.	.	PUNCT
american_scientific_journal-1575	187	1	there	there	PRON
american_scientific_journal-1575	187	2	are	be	VERB
american_scientific_journal-1575	187	3	several	several	ADJ
american_scientific_journal-1575	187	4	benefits	benefit	NOUN
american_scientific_journal-1575	187	5	that	that	PRON
american_scientific_journal-1575	187	6	go	go	VERB
american_scientific_journal-1575	187	7	with	with	ADP
american_scientific_journal-1575	187	8	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	187	9	training	training	NOUN
american_scientific_journal-1575	187	10	.	.	PUNCT
american_scientific_journal-1575	188	1	it	it	PRON
american_scientific_journal-1575	188	2	teaches	teach	VERB
american_scientific_journal-1575	188	3	practical	practical	ADJ
american_scientific_journal-1575	188	4	skills	skill	NOUN
american_scientific_journal-1575	188	5	which	which	PRON
american_scientific_journal-1575	188	6	help	help	VERB
american_scientific_journal-1575	188	7	improve	improve	VERB
american_scientific_journal-1575	188	8	quality	quality	NOUN
american_scientific_journal-1575	188	9	and	and	CCONJ
american_scientific_journal-1575	188	10	productivity	productivity	NOUN
american_scientific_journal-1575	188	11	of	of	ADP
american_scientific_journal-1575	188	12	work	work	NOUN
american_scientific_journal-1575	188	13	;	;	PUNCT
american_scientific_journal-1575	188	14	because	because	SCONJ
american_scientific_journal-1575	188	15	of	of	ADP
american_scientific_journal-1575	188	16	emphases	emphasis	NOUN
american_scientific_journal-1575	188	17	on	on	ADP
american_scientific_journal-1575	188	18	responsibility	responsibility	NOUN
american_scientific_journal-1575	188	19	and	and	CCONJ
american_scientific_journal-1575	188	20	good	good	ADJ
american_scientific_journal-1575	188	21	work	work	NOUN
american_scientific_journal-1575	188	22	culture	culture	NOUN
american_scientific_journal-1575	188	23	for	for	ADP
american_scientific_journal-1575	188	24	employees	employee	NOUN
american_scientific_journal-1575	188	25	.	.	PUNCT
american_scientific_journal-1575	189	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	189	2	benefits	benefit	NOUN
american_scientific_journal-1575	189	3	companies	company	NOUN
american_scientific_journal-1575	189	4	in	in	ADP
american_scientific_journal-1575	189	5	reducing	reduce	VERB
american_scientific_journal-1575	189	6	labour	labour	NOUN
american_scientific_journal-1575	189	7	costs	cost	NOUN
american_scientific_journal-1575	189	8	.	.	PUNCT
american_scientific_journal-1575	190	1	according	accord	VERB
american_scientific_journal-1575	190	2	to	to	ADP
american_scientific_journal-1575	190	3	[	[	X
american_scientific_journal-1575	190	4	13	13	NUM
american_scientific_journal-1575	190	5	]	]	PUNCT
american_scientific_journal-1575	190	6	,	,	PUNCT
american_scientific_journal-1575	190	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	190	8	training	training	NOUN
american_scientific_journal-1575	190	9	activities	activity	NOUN
american_scientific_journal-1575	190	10	take	take	VERB
american_scientific_journal-1575	190	11	place	place	NOUN
american_scientific_journal-1575	190	12	within	within	ADP
american_scientific_journal-1575	190	13	the	the	DET
american_scientific_journal-1575	190	14	company	company	NOUN
american_scientific_journal-1575	190	15	and	and	CCONJ
american_scientific_journal-1575	190	16	apprentices	apprentice	NOUN
american_scientific_journal-1575	190	17	receive	receive	VERB
american_scientific_journal-1575	190	18	structured	structured	ADJ
american_scientific_journal-1575	190	19	training	training	NOUN
american_scientific_journal-1575	190	20	along	along	ADP
american_scientific_journal-1575	190	21	side	side	NOUN
american_scientific_journal-1575	190	22	with	with	ADP
american_scientific_journal-1575	190	23	general	general	ADJ
american_scientific_journal-1575	190	24	education	education	NOUN
american_scientific_journal-1575	190	25	in	in	ADP
american_scientific_journal-1575	190	26	technical	technical	ADJ
american_scientific_journal-1575	190	27	vocational	vocational	ADJ
american_scientific_journal-1575	190	28	schools	school	NOUN
american_scientific_journal-1575	190	29	.	.	PUNCT
american_scientific_journal-1575	191	1	previous	previous	ADJ
american_scientific_journal-1575	191	2	research	research	NOUN
american_scientific_journal-1575	191	3	has	have	AUX
american_scientific_journal-1575	191	4	shown	show	VERB
american_scientific_journal-1575	191	5	that	that	SCONJ
american_scientific_journal-1575	191	6	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	191	7	is	be	AUX
american_scientific_journal-1575	191	8	common	common	ADJ
american_scientific_journal-1575	191	9	in	in	ADP
american_scientific_journal-1575	191	10	many	many	ADJ
american_scientific_journal-1575	191	11	countries	country	NOUN
american_scientific_journal-1575	191	12	but	but	CCONJ
american_scientific_journal-1575	191	13	with	with	ADP
american_scientific_journal-1575	191	14	varying	vary	VERB
american_scientific_journal-1575	191	15	duration	duration	NOUN
american_scientific_journal-1575	191	16	and	and	CCONJ
american_scientific_journal-1575	191	17	skill	skill	NOUN
american_scientific_journal-1575	191	18	levels	level	NOUN
american_scientific_journal-1575	191	19	of	of	ADP
american_scientific_journal-1575	191	20	those	those	PRON
american_scientific_journal-1575	191	21	who	who	PRON
american_scientific_journal-1575	191	22	are	be	AUX
american_scientific_journal-1575	191	23	involved	involve	VERB
american_scientific_journal-1575	191	24	in	in	ADP
american_scientific_journal-1575	191	25	training	training	NOUN
american_scientific_journal-1575	191	26	[	[	X
american_scientific_journal-1575	191	27	13	13	NUM
american_scientific_journal-1575	191	28	]	]	PUNCT
american_scientific_journal-1575	191	29	.	.	PUNCT
american_scientific_journal-1575	192	1	evidence	evidence	NOUN
american_scientific_journal-1575	192	2	and	and	CCONJ
american_scientific_journal-1575	192	3	lessons	lesson	NOUN
american_scientific_journal-1575	192	4	drawn	draw	VERB
american_scientific_journal-1575	192	5	from	from	ADP
american_scientific_journal-1575	192	6	findings	finding	NOUN
american_scientific_journal-1575	192	7	,	,	PUNCT
american_scientific_journal-1575	192	8	provide	provide	VERB
american_scientific_journal-1575	192	9	motivation	motivation	NOUN
american_scientific_journal-1575	192	10	for	for	ADP
american_scientific_journal-1575	192	11	making	make	VERB
american_scientific_journal-1575	192	12	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	192	13	a	a	DET
american_scientific_journal-1575	192	14	more	more	ADV
american_scientific_journal-1575	192	15	attractive	attractive	ADJ
american_scientific_journal-1575	192	16	,	,	PUNCT
american_scientific_journal-1575	192	17	efficient	efficient	ADJ
american_scientific_journal-1575	192	18	pathway	pathway	NOUN
american_scientific_journal-1575	192	19	to	to	ADP
american_scientific_journal-1575	192	20	productivity	productivity	NOUN
american_scientific_journal-1575	192	21	.	.	PUNCT
american_scientific_journal-1575	193	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	193	2	help	help	NOUN
american_scientific_journal-1575	193	3	create	create	VERB
american_scientific_journal-1575	193	4	jobs	job	NOUN
american_scientific_journal-1575	193	5	for	for	ADP
american_scientific_journal-1575	193	6	more	more	ADJ
american_scientific_journal-1575	193	7	young	young	ADJ
american_scientific_journal-1575	193	8	people	people	NOUN
american_scientific_journal-1575	193	9	and	and	CCONJ
american_scientific_journal-1575	193	10	contribute	contribute	VERB
american_scientific_journal-1575	193	11	to	to	ADP
american_scientific_journal-1575	193	12	productivity	productivity	NOUN
american_scientific_journal-1575	193	13	in	in	ADP
american_scientific_journal-1575	193	14	a	a	DET
american_scientific_journal-1575	193	15	firm	firm	NOUN
american_scientific_journal-1575	193	16	;	;	PUNCT
american_scientific_journal-1575	193	17	reduce	reduce	VERB
american_scientific_journal-1575	193	18	costs	cost	NOUN
american_scientific_journal-1575	193	19	and	and	CCONJ
american_scientific_journal-1575	193	20	at	at	ADP
american_scientific_journal-1575	193	21	the	the	DET
american_scientific_journal-1575	193	22	same	same	ADJ
american_scientific_journal-1575	193	23	time	time	NOUN
american_scientific_journal-1575	193	24	provide	provide	VERB
american_scientific_journal-1575	193	25	high	high	ADJ
american_scientific_journal-1575	193	26	levels	level	NOUN
american_scientific_journal-1575	193	27	of	of	ADP
american_scientific_journal-1575	193	28	expertise	expertise	NOUN
american_scientific_journal-1575	193	29	in	in	ADP
american_scientific_journal-1575	193	30	skills	skill	NOUN
american_scientific_journal-1575	193	31	.	.	PUNCT
american_scientific_journal-1575	194	1	the	the	DET
american_scientific_journal-1575	194	2	developed	develop	VERB
american_scientific_journal-1575	194	3	asfm	asfm	NOUN
american_scientific_journal-1575	194	4	is	be	AUX
american_scientific_journal-1575	194	5	presented	present	VERB
american_scientific_journal-1575	194	6	in	in	ADP
american_scientific_journal-1575	194	7	figure	figure	NOUN
american_scientific_journal-1575	194	8	3	3	NUM
american_scientific_journal-1575	194	9	certificate	certificate	NOUN
american_scientific_journal-1575	194	10	certificate	certificate	NOUN
american_scientific_journal-1575	194	11	trade	trade	NOUN
american_scientific_journal-1575	194	12	test	test	NOUN
american_scientific_journal-1575	194	13	figure	figure	NOUN
american_scientific_journal-1575	194	14	3	3	NUM
american_scientific_journal-1575	194	15	:	:	PUNCT
american_scientific_journal-1575	194	16	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	194	17	skill	skill	NOUN
american_scientific_journal-1575	194	18	flow	flow	VERB
american_scientific_journal-1575	194	19	chart	chart	PROPN
american_scientific_journal-1575	194	20	model	model	NOUN
american_scientific_journal-1575	194	21	industry	industry	NOUN
american_scientific_journal-1575	194	22	sub	sub	ADJ
american_scientific_journal-1575	194	23	-	-	ADJ
american_scientific_journal-1575	194	24	contract	contract	ADJ
american_scientific_journal-1575	194	25	projects	project	NOUN
american_scientific_journal-1575	194	26	csa	csa	PROPN
american_scientific_journal-1575	194	27	eiz	eiz	PROPN
american_scientific_journal-1575	194	28	year	year	NOUN
american_scientific_journal-1575	194	29	2	2	NUM
american_scientific_journal-1575	194	30	informal	informal	ADJ
american_scientific_journal-1575	194	31	industry	industry	NOUN
american_scientific_journal-1575	194	32	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	194	33	regulated	regulate	VERB
american_scientific_journal-1575	194	34	industry	industry	NOUN
american_scientific_journal-1575	194	35	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	194	36	year	year	NOUN
american_scientific_journal-1575	194	37	1	1	NUM
american_scientific_journal-1575	194	38	20	20	NUM
american_scientific_journal-1575	194	39	%	%	NOUN
american_scientific_journal-1575	194	40	theory	theory	NOUN
american_scientific_journal-1575	194	41	practical	practical	ADJ
american_scientific_journal-1575	194	42	competency	competency	NOUN
american_scientific_journal-1575	194	43	levels	level	NOUN
american_scientific_journal-1575	194	44	level	level	VERB
american_scientific_journal-1575	194	45	a	a	DET
american_scientific_journal-1575	194	46	:	:	PUNCT
american_scientific_journal-1575	194	47	high	high	ADJ
american_scientific_journal-1575	194	48	standard	standard	ADJ
american_scientific_journal-1575	194	49	level	level	NOUN
american_scientific_journal-1575	194	50	b	b	NOUN
american_scientific_journal-1575	194	51	:	:	PUNCT
american_scientific_journal-1575	194	52	standard	standard	ADJ
american_scientific_journal-1575	194	53	level	level	NOUN
american_scientific_journal-1575	194	54	c	c	NOUN
american_scientific_journal-1575	194	55	:	:	PUNCT
american_scientific_journal-1575	195	1	average	average	ADJ
american_scientific_journal-1575	195	2	standard	standard	ADJ
american_scientific_journal-1575	195	3	level	level	NOUN
american_scientific_journal-1575	195	4	d	d	NOUN
american_scientific_journal-1575	195	5	:	:	PUNCT
american_scientific_journal-1575	195	6	below	below	ADP
american_scientific_journal-1575	195	7	standard	standard	ADJ
american_scientific_journal-1575	195	8	grade	grade	NOUN
american_scientific_journal-1575	195	9	9	9	NUM
american_scientific_journal-1575	195	10	grade	grade	NOUN
american_scientific_journal-1575	195	11	12	12	NUM
american_scientific_journal-1575	195	12	trade	trade	NOUN
american_scientific_journal-1575	195	13	school	school	NOUN
american_scientific_journal-1575	195	14	grade	grade	NOUN
american_scientific_journal-1575	195	15	7	7	NUM
american_scientific_journal-1575	195	16	and	and	CCONJ
american_scientific_journal-1575	195	17	below	below	ADP
american_scientific_journal-1575	195	18	american	american	ADJ
american_scientific_journal-1575	195	19	scientific	scientific	ADJ
american_scientific_journal-1575	195	20	research	research	NOUN
american_scientific_journal-1575	195	21	journal	journal	NOUN
american_scientific_journal-1575	195	22	for	for	ADP
american_scientific_journal-1575	195	23	engineering	engineering	NOUN
american_scientific_journal-1575	195	24	,	,	PUNCT
american_scientific_journal-1575	195	25	technology	technology	NOUN
american_scientific_journal-1575	195	26	,	,	PUNCT
american_scientific_journal-1575	195	27	and	and	CCONJ
american_scientific_journal-1575	195	28	sciences	science	NOUN
american_scientific_journal-1575	195	29	(	(	PUNCT
american_scientific_journal-1575	195	30	asrjets	asrjet	NOUN
american_scientific_journal-1575	195	31	)	)	PUNCT
american_scientific_journal-1575	195	32	(	(	PUNCT
american_scientific_journal-1575	195	33	2016	2016	NUM
american_scientific_journal-1575	195	34	)	)	PUNCT
american_scientific_journal-1575	195	35	volume	volume	NOUN
american_scientific_journal-1575	195	36	18	18	NUM
american_scientific_journal-1575	195	37	,	,	PUNCT
american_scientific_journal-1575	195	38	no	no	DET
american_scientific_journal-1575	195	39	1	1	NUM
american_scientific_journal-1575	195	40	,	,	PUNCT
american_scientific_journal-1575	195	41	pp	pp	ADV
american_scientific_journal-1575	195	42	235	235	NUM
american_scientific_journal-1575	195	43	-	-	SYM
american_scientific_journal-1575	195	44	251	251	NUM
american_scientific_journal-1575	195	45	246	246	NUM
american_scientific_journal-1575	195	46	grade	grade	NOUN
american_scientific_journal-1575	195	47	7	7	NUM
american_scientific_journal-1575	195	48	:	:	PUNCT
american_scientific_journal-1575	195	49	leaving	leave	VERB
american_scientific_journal-1575	195	50	certificate	certificate	NOUN
american_scientific_journal-1575	195	51	of	of	ADP
american_scientific_journal-1575	195	52	primary	primary	ADJ
american_scientific_journal-1575	195	53	education	education	NOUN
american_scientific_journal-1575	195	54	grade9	grade9	NOUN
american_scientific_journal-1575	195	55	:	:	PUNCT
american_scientific_journal-1575	195	56	leaving	leave	VERB
american_scientific_journal-1575	195	57	certificate	certificate	NOUN
american_scientific_journal-1575	195	58	of	of	ADP
american_scientific_journal-1575	195	59	junior	junior	ADJ
american_scientific_journal-1575	195	60	secondary	secondary	ADJ
american_scientific_journal-1575	195	61	education	education	NOUN
american_scientific_journal-1575	195	62	grade	grade	NOUN
american_scientific_journal-1575	195	63	12	12	NUM
american_scientific_journal-1575	195	64	:	:	PUNCT
american_scientific_journal-1575	195	65	leaving	leave	VERB
american_scientific_journal-1575	195	66	certificate	certificate	NOUN
american_scientific_journal-1575	195	67	of	of	ADP
american_scientific_journal-1575	195	68	senior	senior	ADJ
american_scientific_journal-1575	195	69	secondary	secondary	ADJ
american_scientific_journal-1575	195	70	education	education	NOUN
american_scientific_journal-1575	195	71	trade	trade	NOUN
american_scientific_journal-1575	195	72	school	school	NOUN
american_scientific_journal-1575	195	73	:	:	PUNCT
american_scientific_journal-1575	195	74	vocational	vocational	ADJ
american_scientific_journal-1575	195	75	training	training	NOUN
american_scientific_journal-1575	195	76	institute	institute	PROPN
american_scientific_journal-1575	195	77	offering	offer	VERB
american_scientific_journal-1575	195	78	craft	craft	PROPN
american_scientific_journal-1575	195	79	and	and	CCONJ
american_scientific_journal-1575	195	80	technician	technician	ADJ
american_scientific_journal-1575	195	81	education	education	NOUN
american_scientific_journal-1575	195	82	eiz	eiz	PROPN
american_scientific_journal-1575	195	83	-	-	PUNCT
american_scientific_journal-1575	195	84	engineering	engineering	NOUN
american_scientific_journal-1575	195	85	institution	institution	NOUN
american_scientific_journal-1575	195	86	of	of	ADP
american_scientific_journal-1575	195	87	zambia	zambia	PROPN
american_scientific_journal-1575	195	88	,	,	PUNCT
american_scientific_journal-1575	195	89	professional	professional	ADJ
american_scientific_journal-1575	195	90	body	body	NOUN
american_scientific_journal-1575	195	91	regulating	regulate	VERB
american_scientific_journal-1575	195	92	engineering	engineering	NOUN
american_scientific_journal-1575	195	93	practice	practice	NOUN
american_scientific_journal-1575	195	94	csa	csa	PROPN
american_scientific_journal-1575	195	95	-	-	PUNCT
american_scientific_journal-1575	195	96	construction	construction	NOUN
american_scientific_journal-1575	195	97	standards	standard	NOUN
american_scientific_journal-1575	195	98	authority	authority	NOUN
american_scientific_journal-1575	195	99	3.5	3.5	NUM
american_scientific_journal-1575	195	100	.	.	PUNCT
american_scientific_journal-1575	196	1	explanation	explanation	NOUN
american_scientific_journal-1575	196	2	of	of	ADP
american_scientific_journal-1575	196	3	model	model	NOUN
american_scientific_journal-1575	196	4	the	the	DET
american_scientific_journal-1575	196	5	asfm	asfm	NOUN
american_scientific_journal-1575	196	6	was	be	AUX
american_scientific_journal-1575	196	7	based	base	VERB
american_scientific_journal-1575	196	8	on	on	ADP
american_scientific_journal-1575	196	9	the	the	DET
american_scientific_journal-1575	196	10	3	3	NUM
american_scientific_journal-1575	196	11	-	-	PUNCT
american_scientific_journal-1575	196	12	pathway	pathway	NOUN
american_scientific_journal-1575	196	13	training	training	NOUN
american_scientific_journal-1575	196	14	method	method	NOUN
american_scientific_journal-1575	196	15	for	for	ADP
american_scientific_journal-1575	196	16	artisan	artisan	ADJ
american_scientific_journal-1575	196	17	skills	skill	NOUN
american_scientific_journal-1575	196	18	:	:	PUNCT
american_scientific_journal-1575	196	19	informal	informal	ADJ
american_scientific_journal-1575	196	20	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	196	21	,	,	PUNCT
american_scientific_journal-1575	196	22	regulated	regulated	ADJ
american_scientific_journal-1575	196	23	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	196	24	and	and	CCONJ
american_scientific_journal-1575	196	25	trade	trade	NOUN
american_scientific_journal-1575	196	26	school	school	NOUN
american_scientific_journal-1575	196	27	training	training	NOUN
american_scientific_journal-1575	196	28	.	.	PUNCT
american_scientific_journal-1575	197	1	the	the	DET
american_scientific_journal-1575	197	2	entry	entry	NOUN
american_scientific_journal-1575	197	3	qualification	qualification	NOUN
american_scientific_journal-1575	197	4	for	for	ADP
american_scientific_journal-1575	197	5	informal	informal	ADJ
american_scientific_journal-1575	197	6	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	197	7	would	would	AUX
american_scientific_journal-1575	197	8	be	be	AUX
american_scientific_journal-1575	197	9	grade	grade	NOUN
american_scientific_journal-1575	197	10	7	7	NUM
american_scientific_journal-1575	197	11	drop	drop	NOUN
american_scientific_journal-1575	197	12	outs	out	NOUN
american_scientific_journal-1575	197	13	and	and	CCONJ
american_scientific_journal-1575	197	14	below	below	ADV
american_scientific_journal-1575	197	15	,	,	PUNCT
american_scientific_journal-1575	197	16	and	and	CCONJ
american_scientific_journal-1575	197	17	for	for	ADP
american_scientific_journal-1575	197	18	regulated	regulated	ADJ
american_scientific_journal-1575	197	19	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	197	20	;	;	PUNCT
american_scientific_journal-1575	197	21	grade	grade	NOUN
american_scientific_journal-1575	197	22	9	9	NUM
american_scientific_journal-1575	197	23	or	or	CCONJ
american_scientific_journal-1575	197	24	12	12	NUM
american_scientific_journal-1575	197	25	,	,	PUNCT
american_scientific_journal-1575	197	26	while	while	SCONJ
american_scientific_journal-1575	197	27	trade	trade	NOUN
american_scientific_journal-1575	197	28	school	school	NOUN
american_scientific_journal-1575	197	29	training	training	NOUN
american_scientific_journal-1575	197	30	would	would	AUX
american_scientific_journal-1575	197	31	enroll	enroll	VERB
american_scientific_journal-1575	197	32	those	those	PRON
american_scientific_journal-1575	197	33	who	who	PRON
american_scientific_journal-1575	197	34	can	can	AUX
american_scientific_journal-1575	197	35	not	not	PART
american_scientific_journal-1575	197	36	be	be	AUX
american_scientific_journal-1575	197	37	admitted	admit	VERB
american_scientific_journal-1575	197	38	into	into	ADP
american_scientific_journal-1575	197	39	the	the	DET
american_scientific_journal-1575	197	40	universities	university	NOUN
american_scientific_journal-1575	197	41	.	.	PUNCT
american_scientific_journal-1575	198	1	3.6	3.6	NUM
american_scientific_journal-1575	198	2	.	.	PUNCT
american_scientific_journal-1575	198	3	path	path	NOUN
american_scientific_journal-1575	198	4	1	1	NUM
american_scientific_journal-1575	198	5	:	:	PUNCT
american_scientific_journal-1575	198	6	informal	informal	ADJ
american_scientific_journal-1575	198	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	198	8	informal	informal	ADJ
american_scientific_journal-1575	198	9	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	198	10	is	be	AUX
american_scientific_journal-1575	198	11	one	one	NUM
american_scientific_journal-1575	198	12	of	of	ADP
american_scientific_journal-1575	198	13	the	the	DET
american_scientific_journal-1575	198	14	training	training	NOUN
american_scientific_journal-1575	198	15	pathways	pathway	NOUN
american_scientific_journal-1575	198	16	that	that	PRON
american_scientific_journal-1575	198	17	provide	provide	VERB
american_scientific_journal-1575	198	18	skills	skill	NOUN
american_scientific_journal-1575	198	19	for	for	ADP
american_scientific_journal-1575	198	20	construction	construction	NOUN
american_scientific_journal-1575	198	21	industry	industry	NOUN
american_scientific_journal-1575	198	22	.	.	PUNCT
american_scientific_journal-1575	199	1	it	it	PRON
american_scientific_journal-1575	199	2	is	be	AUX
american_scientific_journal-1575	199	3	the	the	DET
american_scientific_journal-1575	199	4	easiest	easy	ADJ
american_scientific_journal-1575	199	5	path	path	NOUN
american_scientific_journal-1575	199	6	for	for	ADP
american_scientific_journal-1575	199	7	career	career	NOUN
american_scientific_journal-1575	199	8	development	development	NOUN
american_scientific_journal-1575	199	9	,	,	PUNCT
american_scientific_journal-1575	199	10	particularly	particularly	ADV
american_scientific_journal-1575	199	11	for	for	ADP
american_scientific_journal-1575	199	12	school	school	NOUN
american_scientific_journal-1575	199	13	drop	drop	NOUN
american_scientific_journal-1575	199	14	outs	out	NOUN
american_scientific_journal-1575	199	15	and	and	CCONJ
american_scientific_journal-1575	199	16	those	those	PRON
american_scientific_journal-1575	199	17	from	from	ADP
american_scientific_journal-1575	199	18	poor	poor	ADJ
american_scientific_journal-1575	199	19	families	family	NOUN
american_scientific_journal-1575	199	20	who	who	PRON
american_scientific_journal-1575	199	21	can	can	AUX
american_scientific_journal-1575	199	22	not	not	PART
american_scientific_journal-1575	199	23	progress	progress	VERB
american_scientific_journal-1575	199	24	academically	academically	ADV
american_scientific_journal-1575	199	25	.	.	PUNCT
american_scientific_journal-1575	200	1	grade	grade	NOUN
american_scientific_journal-1575	200	2	7	7	NUM
american_scientific_journal-1575	200	3	drop	drop	NOUN
american_scientific_journal-1575	200	4	outs	out	NOUN
american_scientific_journal-1575	200	5	and	and	CCONJ
american_scientific_journal-1575	200	6	below	below	ADV
american_scientific_journal-1575	200	7	,	,	PUNCT
american_scientific_journal-1575	200	8	could	could	AUX
american_scientific_journal-1575	200	9	enroll	enroll	VERB
american_scientific_journal-1575	200	10	for	for	ADP
american_scientific_journal-1575	200	11	informal	informal	ADJ
american_scientific_journal-1575	200	12	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	200	13	that	that	PRON
american_scientific_journal-1575	200	14	is	be	AUX
american_scientific_journal-1575	200	15	100	100	NUM
american_scientific_journal-1575	200	16	percent	percent	NOUN
american_scientific_journal-1575	200	17	hands	hand	NOUN
american_scientific_journal-1575	200	18	-	-	PUNCT
american_scientific_journal-1575	200	19	on	on	ADP
american_scientific_journal-1575	200	20	career	career	NOUN
american_scientific_journal-1575	200	21	.	.	PUNCT
american_scientific_journal-1575	201	1	the	the	DET
american_scientific_journal-1575	201	2	apprentices	apprentice	NOUN
american_scientific_journal-1575	201	3	would	would	AUX
american_scientific_journal-1575	201	4	be	be	AUX
american_scientific_journal-1575	201	5	guided	guide	VERB
american_scientific_journal-1575	201	6	by	by	ADP
american_scientific_journal-1575	201	7	artisan	artisan	ADJ
american_scientific_journal-1575	201	8	trainers	trainer	NOUN
american_scientific_journal-1575	201	9	during	during	ADP
american_scientific_journal-1575	201	10	training	training	NOUN
american_scientific_journal-1575	201	11	and	and	CCONJ
american_scientific_journal-1575	201	12	their	their	PRON
american_scientific_journal-1575	201	13	progress	progress	NOUN
american_scientific_journal-1575	201	14	would	would	AUX
american_scientific_journal-1575	201	15	be	be	AUX
american_scientific_journal-1575	201	16	monitored	monitor	VERB
american_scientific_journal-1575	201	17	before	before	SCONJ
american_scientific_journal-1575	201	18	they	they	PRON
american_scientific_journal-1575	201	19	could	could	AUX
american_scientific_journal-1575	201	20	be	be	AUX
american_scientific_journal-1575	201	21	hired	hire	VERB
american_scientific_journal-1575	201	22	for	for	ADP
american_scientific_journal-1575	201	23	employment	employment	NOUN
american_scientific_journal-1575	201	24	by	by	ADP
american_scientific_journal-1575	201	25	contractors	contractor	NOUN
american_scientific_journal-1575	201	26	.	.	PUNCT
american_scientific_journal-1575	202	1	the	the	DET
american_scientific_journal-1575	202	2	apprentices	apprentice	NOUN
american_scientific_journal-1575	202	3	should	should	AUX
american_scientific_journal-1575	202	4	be	be	AUX
american_scientific_journal-1575	202	5	tested	test	VERB
american_scientific_journal-1575	202	6	for	for	ADP
american_scientific_journal-1575	202	7	practical	practical	ADJ
american_scientific_journal-1575	202	8	trade	trade	NOUN
american_scientific_journal-1575	202	9	tests	test	NOUN
american_scientific_journal-1575	202	10	at	at	ADP
american_scientific_journal-1575	202	11	the	the	DET
american_scientific_journal-1575	202	12	end	end	NOUN
american_scientific_journal-1575	202	13	of	of	ADP
american_scientific_journal-1575	202	14	the	the	DET
american_scientific_journal-1575	202	15	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	202	16	levels	level	NOUN
american_scientific_journal-1575	202	17	to	to	PART
american_scientific_journal-1575	202	18	determine	determine	VERB
american_scientific_journal-1575	202	19	competency	competency	NOUN
american_scientific_journal-1575	202	20	and	and	CCONJ
american_scientific_journal-1575	202	21	suitability	suitability	NOUN
american_scientific_journal-1575	202	22	as	as	SCONJ
american_scientific_journal-1575	202	23	established	establish	VERB
american_scientific_journal-1575	202	24	by	by	ADP
american_scientific_journal-1575	202	25	teveta	teveta	ADJ
american_scientific_journal-1575	202	26	procedures	procedure	NOUN
american_scientific_journal-1575	202	27	.	.	PUNCT
american_scientific_journal-1575	203	1	the	the	DET
american_scientific_journal-1575	203	2	levels	level	NOUN
american_scientific_journal-1575	203	3	would	would	AUX
american_scientific_journal-1575	203	4	range	range	VERB
american_scientific_journal-1575	203	5	from	from	ADP
american_scientific_journal-1575	203	6	level	level	NOUN
american_scientific_journal-1575	203	7	d	d	NOUN
american_scientific_journal-1575	203	8	as	as	ADP
american_scientific_journal-1575	203	9	a	a	DET
american_scientific_journal-1575	203	10	starting	starting	NOUN
american_scientific_journal-1575	203	11	point	point	NOUN
american_scientific_journal-1575	203	12	in	in	ADP
american_scientific_journal-1575	203	13	the	the	DET
american_scientific_journal-1575	203	14	industry	industry	NOUN
american_scientific_journal-1575	203	15	to	to	PART
american_scientific_journal-1575	203	16	level	level	VERB
american_scientific_journal-1575	203	17	a	a	PRON
american_scientific_journal-1575	203	18	,	,	PUNCT
american_scientific_journal-1575	203	19	which	which	PRON
american_scientific_journal-1575	203	20	is	be	AUX
american_scientific_journal-1575	203	21	final	final	ADJ
american_scientific_journal-1575	203	22	and	and	CCONJ
american_scientific_journal-1575	203	23	highest	high	ADJ
american_scientific_journal-1575	203	24	standard	standard	ADJ
american_scientific_journal-1575	203	25	level	level	NOUN
american_scientific_journal-1575	203	26	for	for	ADP
american_scientific_journal-1575	203	27	informal	informal	ADJ
american_scientific_journal-1575	203	28	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	203	29	.	.	PUNCT
american_scientific_journal-1575	204	1	the	the	DET
american_scientific_journal-1575	204	2	testing	testing	NOUN
american_scientific_journal-1575	204	3	would	would	AUX
american_scientific_journal-1575	204	4	be	be	AUX
american_scientific_journal-1575	204	5	frequent	frequent	ADJ
american_scientific_journal-1575	204	6	and	and	CCONJ
american_scientific_journal-1575	204	7	mandatory	mandatory	ADJ
american_scientific_journal-1575	204	8	for	for	ADP
american_scientific_journal-1575	204	9	continuous	continuous	ADJ
american_scientific_journal-1575	204	10	assessment	assessment	NOUN
american_scientific_journal-1575	204	11	of	of	ADP
american_scientific_journal-1575	204	12	training	training	NOUN
american_scientific_journal-1575	204	13	progress	progress	NOUN
american_scientific_journal-1575	204	14	of	of	ADP
american_scientific_journal-1575	204	15	apprentices	apprentice	NOUN
american_scientific_journal-1575	204	16	before	before	ADP
american_scientific_journal-1575	204	17	reaching	reach	VERB
american_scientific_journal-1575	204	18	acceptable	acceptable	ADJ
american_scientific_journal-1575	204	19	competency	competency	NOUN
american_scientific_journal-1575	204	20	levels	level	NOUN
american_scientific_journal-1575	204	21	recommended	recommend	VERB
american_scientific_journal-1575	204	22	by	by	ADP
american_scientific_journal-1575	204	23	the	the	DET
american_scientific_journal-1575	204	24	construction	construction	NOUN
american_scientific_journal-1575	204	25	standards	standard	NOUN
american_scientific_journal-1575	204	26	authority	authority	NOUN
american_scientific_journal-1575	204	27	(	(	PUNCT
american_scientific_journal-1575	204	28	csa	csa	PROPN
american_scientific_journal-1575	204	29	)	)	PUNCT
american_scientific_journal-1575	204	30	in	in	ADP
american_scientific_journal-1575	204	31	the	the	DET
american_scientific_journal-1575	204	32	country	country	NOUN
american_scientific_journal-1575	204	33	.	.	PUNCT
american_scientific_journal-1575	205	1	3.7	3.7	NUM
american_scientific_journal-1575	205	2	.	.	PUNCT
american_scientific_journal-1575	205	3	path	path	NOUN
american_scientific_journal-1575	205	4	2	2	NUM
american_scientific_journal-1575	205	5	:	:	PUNCT
american_scientific_journal-1575	205	6	regulated	regulated	ADJ
american_scientific_journal-1575	205	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	205	8	grade	grade	NOUN
american_scientific_journal-1575	205	9	9	9	NUM
american_scientific_journal-1575	205	10	or	or	CCONJ
american_scientific_journal-1575	205	11	12	12	NUM
american_scientific_journal-1575	205	12	school	school	NOUN
american_scientific_journal-1575	205	13	certificate	certificate	NOUN
american_scientific_journal-1575	205	14	holders	holder	NOUN
american_scientific_journal-1575	205	15	,	,	PUNCT
american_scientific_journal-1575	205	16	who	who	PRON
american_scientific_journal-1575	205	17	fail	fail	VERB
american_scientific_journal-1575	205	18	to	to	PART
american_scientific_journal-1575	205	19	proceed	proceed	VERB
american_scientific_journal-1575	205	20	because	because	SCONJ
american_scientific_journal-1575	205	21	of	of	ADP
american_scientific_journal-1575	205	22	dropping	dropping	NOUN
american_scientific_journal-1575	205	23	or	or	CCONJ
american_scientific_journal-1575	205	24	through	through	ADP
american_scientific_journal-1575	205	25	financial	financial	ADJ
american_scientific_journal-1575	205	26	constraints	constraint	NOUN
american_scientific_journal-1575	205	27	along	along	ADP
american_scientific_journal-1575	205	28	the	the	DET
american_scientific_journal-1575	205	29	way	way	NOUN
american_scientific_journal-1575	205	30	in	in	ADP
american_scientific_journal-1575	205	31	their	their	PRON
american_scientific_journal-1575	205	32	education	education	NOUN
american_scientific_journal-1575	205	33	career	career	NOUN
american_scientific_journal-1575	205	34	,	,	PUNCT
american_scientific_journal-1575	205	35	could	could	AUX
american_scientific_journal-1575	205	36	enroll	enroll	VERB
american_scientific_journal-1575	205	37	into	into	ADP
american_scientific_journal-1575	205	38	regulated	regulated	ADJ
american_scientific_journal-1575	205	39	or	or	CCONJ
american_scientific_journal-1575	205	40	formal	formal	ADJ
american_scientific_journal-1575	205	41	industrial	industrial	ADJ
american_scientific_journal-1575	205	42	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	205	43	.the	.the	DET
american_scientific_journal-1575	205	44	path	path	NOUN
american_scientific_journal-1575	205	45	gives	give	VERB
american_scientific_journal-1575	205	46	chance	chance	NOUN
american_scientific_journal-1575	205	47	to	to	ADP
american_scientific_journal-1575	205	48	those	those	PRON
american_scientific_journal-1575	205	49	who	who	PRON
american_scientific_journal-1575	205	50	did	do	AUX
american_scientific_journal-1575	205	51	not	not	PART
american_scientific_journal-1575	205	52	do	do	VERB
american_scientific_journal-1575	205	53	well	well	ADV
american_scientific_journal-1575	205	54	at	at	ADP
american_scientific_journal-1575	205	55	grade	grade	NOUN
american_scientific_journal-1575	205	56	9	9	NUM
american_scientific_journal-1575	205	57	to	to	PART
american_scientific_journal-1575	205	58	improve	improve	VERB
american_scientific_journal-1575	205	59	and	and	CCONJ
american_scientific_journal-1575	205	60	at	at	ADP
american_scientific_journal-1575	205	61	the	the	DET
american_scientific_journal-1575	205	62	same	same	ADJ
american_scientific_journal-1575	205	63	time	time	NOUN
american_scientific_journal-1575	205	64	broaden	broaden	VERB
american_scientific_journal-1575	205	65	enrolment	enrolment	NOUN
american_scientific_journal-1575	205	66	,	,	PUNCT
american_scientific_journal-1575	205	67	to	to	PART
american_scientific_journal-1575	205	68	increase	increase	VERB
american_scientific_journal-1575	205	69	capacity	capacity	NOUN
american_scientific_journal-1575	205	70	for	for	ADP
american_scientific_journal-1575	205	71	artisan	artisan	ADJ
american_scientific_journal-1575	205	72	training	training	NOUN
american_scientific_journal-1575	205	73	.	.	PUNCT
american_scientific_journal-1575	206	1	the	the	DET
american_scientific_journal-1575	206	2	program	program	NOUN
american_scientific_journal-1575	206	3	would	would	AUX
american_scientific_journal-1575	206	4	have	have	VERB
american_scientific_journal-1575	206	5	emphasis	emphasis	NOUN
american_scientific_journal-1575	206	6	on	on	ADP
american_scientific_journal-1575	206	7	80	80	NUM
american_scientific_journal-1575	206	8	percent	percent	NOUN
american_scientific_journal-1575	206	9	practical	practical	ADJ
american_scientific_journal-1575	206	10	lessons	lesson	NOUN
american_scientific_journal-1575	206	11	of	of	ADP
american_scientific_journal-1575	206	12	the	the	DET
american_scientific_journal-1575	206	13	allocated	allocate	VERB
american_scientific_journal-1575	206	14	time	time	NOUN
american_scientific_journal-1575	206	15	.	.	PUNCT
american_scientific_journal-1575	207	1	from	from	ADP
american_scientific_journal-1575	207	2	the	the	DET
american_scientific_journal-1575	207	3	questionnaire	questionnaire	NOUN
american_scientific_journal-1575	207	4	survey	survey	NOUN
american_scientific_journal-1575	207	5	findings	finding	NOUN
american_scientific_journal-1575	207	6	,	,	PUNCT
american_scientific_journal-1575	207	7	regulated	regulated	ADJ
american_scientific_journal-1575	207	8	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	207	9	,	,	PUNCT
american_scientific_journal-1575	207	10	apprentices	apprentice	NOUN
american_scientific_journal-1575	207	11	should	should	AUX
american_scientific_journal-1575	207	12	learn	learn	VERB
american_scientific_journal-1575	207	13	20	20	NUM
american_scientific_journal-1575	207	14	percent	percent	NOUN
american_scientific_journal-1575	207	15	theory	theory	NOUN
american_scientific_journal-1575	207	16	of	of	ADP
american_scientific_journal-1575	207	17	important	important	ADJ
american_scientific_journal-1575	207	18	construction	construction	NOUN
american_scientific_journal-1575	207	19	topics	topic	NOUN
american_scientific_journal-1575	207	20	during	during	ADP
american_scientific_journal-1575	207	21	time	time	NOUN
american_scientific_journal-1575	207	22	allocated	allocate	VERB
american_scientific_journal-1575	207	23	for	for	ADP
american_scientific_journal-1575	207	24	training	training	NOUN
american_scientific_journal-1575	207	25	.	.	PUNCT
american_scientific_journal-1575	208	1	after	after	ADP
american_scientific_journal-1575	208	2	first	first	ADJ
american_scientific_journal-1575	208	3	year	year	NOUN
american_scientific_journal-1575	208	4	,	,	PUNCT
american_scientific_journal-1575	208	5	assessment	assessment	NOUN
american_scientific_journal-1575	208	6	examinations	examination	NOUN
american_scientific_journal-1575	208	7	should	should	AUX
american_scientific_journal-1575	208	8	be	be	AUX
american_scientific_journal-1575	208	9	taken	take	VERB
american_scientific_journal-1575	208	10	to	to	PART
american_scientific_journal-1575	208	11	evaluate	evaluate	VERB
american_scientific_journal-1575	208	12	the	the	DET
american_scientific_journal-1575	208	13	progress	progress	NOUN
american_scientific_journal-1575	208	14	of	of	ADP
american_scientific_journal-1575	208	15	the	the	DET
american_scientific_journal-1575	208	16	learners	learner	NOUN
american_scientific_journal-1575	208	17	.	.	PUNCT
american_scientific_journal-1575	209	1	formal	formal	ADJ
american_scientific_journal-1575	209	2	american	american	PROPN
american_scientific_journal-1575	209	3	scientific	scientific	PROPN
american_scientific_journal-1575	209	4	research	research	PROPN
american_scientific_journal-1575	209	5	journal	journal	NOUN
american_scientific_journal-1575	209	6	for	for	ADP
american_scientific_journal-1575	209	7	engineering	engineering	NOUN
american_scientific_journal-1575	209	8	,	,	PUNCT
american_scientific_journal-1575	209	9	technology	technology	NOUN
american_scientific_journal-1575	209	10	,	,	PUNCT
american_scientific_journal-1575	209	11	and	and	CCONJ
american_scientific_journal-1575	209	12	sciences	science	NOUN
american_scientific_journal-1575	209	13	(	(	PUNCT
american_scientific_journal-1575	209	14	asrjets	asrjet	NOUN
american_scientific_journal-1575	209	15	)	)	PUNCT
american_scientific_journal-1575	209	16	(	(	PUNCT
american_scientific_journal-1575	209	17	2016	2016	NUM
american_scientific_journal-1575	209	18	)	)	PUNCT
american_scientific_journal-1575	209	19	volume	volume	NOUN
american_scientific_journal-1575	209	20	18	18	NUM
american_scientific_journal-1575	209	21	,	,	PUNCT
american_scientific_journal-1575	209	22	no	no	DET
american_scientific_journal-1575	209	23	1	1	NUM
american_scientific_journal-1575	209	24	,	,	PUNCT
american_scientific_journal-1575	209	25	pp	pp	ADV
american_scientific_journal-1575	209	26	235	235	NUM
american_scientific_journal-1575	209	27	-	-	SYM
american_scientific_journal-1575	209	28	251	251	NUM
american_scientific_journal-1575	209	29	247	247	NUM
american_scientific_journal-1575	209	30	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	209	31	is	be	AUX
american_scientific_journal-1575	209	32	a	a	DET
american_scientific_journal-1575	209	33	structure	structure	NOUN
american_scientific_journal-1575	209	34	of	of	ADP
american_scientific_journal-1575	209	35	training	training	NOUN
american_scientific_journal-1575	209	36	that	that	PRON
american_scientific_journal-1575	209	37	is	be	AUX
american_scientific_journal-1575	209	38	both	both	DET
american_scientific_journal-1575	209	39	school	school	NOUN
american_scientific_journal-1575	209	40	and	and	CCONJ
american_scientific_journal-1575	209	41	work	work	NOUN
american_scientific_journal-1575	209	42	-	-	PUNCT
american_scientific_journal-1575	209	43	based	base	VERB
american_scientific_journal-1575	209	44	,	,	PUNCT
american_scientific_journal-1575	209	45	which	which	PRON
american_scientific_journal-1575	209	46	leads	lead	VERB
american_scientific_journal-1575	209	47	to	to	AUX
american_scientific_journal-1575	209	48	recognised	recognise	VERB
american_scientific_journal-1575	209	49	formal	formal	ADJ
american_scientific_journal-1575	209	50	qualifications	qualification	NOUN
american_scientific_journal-1575	209	51	[	[	X
american_scientific_journal-1575	209	52	31	31	NUM
american_scientific_journal-1575	209	53	]	]	PUNCT
american_scientific_journal-1575	209	54	on	on	ADP
american_scientific_journal-1575	209	55	completion	completion	NOUN
american_scientific_journal-1575	209	56	,	,	PUNCT
american_scientific_journal-1575	209	57	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	209	58	graduates	graduate	NOUN
american_scientific_journal-1575	209	59	are	be	AUX
american_scientific_journal-1575	209	60	awarded	award	VERB
american_scientific_journal-1575	209	61	industrial	industrial	ADJ
american_scientific_journal-1575	209	62	accredited	accredit	VERB
american_scientific_journal-1575	209	63	qualification	qualification	NOUN
american_scientific_journal-1575	209	64	by	by	ADP
american_scientific_journal-1575	209	65	teveta	teveta	NOUN
american_scientific_journal-1575	209	66	;	;	PUNCT
american_scientific_journal-1575	209	67	the	the	DET
american_scientific_journal-1575	209	68	qualification	qualification	NOUN
american_scientific_journal-1575	209	69	is	be	AUX
american_scientific_journal-1575	209	70	recognized	recognize	VERB
american_scientific_journal-1575	209	71	by	by	ADP
american_scientific_journal-1575	209	72	eiz	eiz	NOUN
american_scientific_journal-1575	209	73	for	for	ADP
american_scientific_journal-1575	209	74	craft	craft	NOUN
american_scientific_journal-1575	209	75	membership	membership	NOUN
american_scientific_journal-1575	209	76	.those	.those	ADP
american_scientific_journal-1575	209	77	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	209	78	graduates	graduate	NOUN
american_scientific_journal-1575	209	79	who	who	PRON
american_scientific_journal-1575	209	80	become	become	VERB
american_scientific_journal-1575	209	81	member	member	NOUN
american_scientific_journal-1575	209	82	of	of	ADP
american_scientific_journal-1575	209	83	eiz	eiz	PROPN
american_scientific_journal-1575	209	84	,	,	PUNCT
american_scientific_journal-1575	209	85	are	be	AUX
american_scientific_journal-1575	209	86	issued	issue	VERB
american_scientific_journal-1575	209	87	with	with	ADP
american_scientific_journal-1575	209	88	practicing	practice	VERB
american_scientific_journal-1575	209	89	licenses	license	NOUN
american_scientific_journal-1575	209	90	before	before	SCONJ
american_scientific_journal-1575	209	91	they	they	PRON
american_scientific_journal-1575	209	92	are	be	AUX
american_scientific_journal-1575	209	93	employed	employ	VERB
american_scientific_journal-1575	209	94	in	in	ADP
american_scientific_journal-1575	209	95	the	the	DET
american_scientific_journal-1575	209	96	construction	construction	NOUN
american_scientific_journal-1575	209	97	industry	industry	NOUN
american_scientific_journal-1575	209	98	.	.	PUNCT
american_scientific_journal-1575	210	1	the	the	DET
american_scientific_journal-1575	210	2	mandate	mandate	NOUN
american_scientific_journal-1575	210	3	of	of	ADP
american_scientific_journal-1575	210	4	csa	csa	PROPN
american_scientific_journal-1575	210	5	is	be	AUX
american_scientific_journal-1575	210	6	to	to	PART
american_scientific_journal-1575	210	7	inspect	inspect	VERB
american_scientific_journal-1575	210	8	quality	quality	NOUN
american_scientific_journal-1575	210	9	of	of	ADP
american_scientific_journal-1575	210	10	work	work	NOUN
american_scientific_journal-1575	210	11	performed	perform	VERB
american_scientific_journal-1575	210	12	by	by	ADP
american_scientific_journal-1575	210	13	artisans	artisan	NOUN
american_scientific_journal-1575	210	14	.	.	PUNCT
american_scientific_journal-1575	211	1	this	this	PRON
american_scientific_journal-1575	211	2	was	be	AUX
american_scientific_journal-1575	211	3	consistent	consistent	ADJ
american_scientific_journal-1575	211	4	with	with	ADP
american_scientific_journal-1575	211	5	[	[	X
american_scientific_journal-1575	211	6	32	32	NUM
american_scientific_journal-1575	211	7	]	]	PUNCT
american_scientific_journal-1575	211	8	that	that	PRON
american_scientific_journal-1575	211	9	reported	report	VERB
american_scientific_journal-1575	211	10	regulators	regulator	NOUN
american_scientific_journal-1575	211	11	should	should	AUX
american_scientific_journal-1575	211	12	closely	closely	ADV
american_scientific_journal-1575	211	13	monitor	monitor	VERB
american_scientific_journal-1575	211	14	project	project	NOUN
american_scientific_journal-1575	211	15	implementation	implementation	NOUN
american_scientific_journal-1575	211	16	to	to	PART
american_scientific_journal-1575	211	17	avoid	avoid	VERB
american_scientific_journal-1575	211	18	any	any	DET
american_scientific_journal-1575	211	19	unethical	unethical	ADJ
american_scientific_journal-1575	211	20	behaviour	behaviour	NOUN
american_scientific_journal-1575	211	21	among	among	ADP
american_scientific_journal-1575	211	22	the	the	DET
american_scientific_journal-1575	211	23	construction	construction	NOUN
american_scientific_journal-1575	211	24	players	player	NOUN
american_scientific_journal-1575	211	25	from	from	ADP
american_scientific_journal-1575	211	26	happening	happen	VERB
american_scientific_journal-1575	211	27	.	.	PUNCT
american_scientific_journal-1575	212	1	3.8	3.8	NUM
american_scientific_journal-1575	212	2	.	.	PUNCT
american_scientific_journal-1575	212	3	path	path	NOUN
american_scientific_journal-1575	212	4	3	3	NUM
american_scientific_journal-1575	212	5	:	:	PUNCT
american_scientific_journal-1575	212	6	trade	trade	NOUN
american_scientific_journal-1575	212	7	school	school	NOUN
american_scientific_journal-1575	212	8	training	training	NOUN
american_scientific_journal-1575	212	9	trade	trade	NOUN
american_scientific_journal-1575	212	10	school	school	NOUN
american_scientific_journal-1575	212	11	entrants	entrant	NOUN
american_scientific_journal-1575	212	12	would	would	AUX
american_scientific_journal-1575	212	13	enroll	enroll	VERB
american_scientific_journal-1575	212	14	according	accord	VERB
american_scientific_journal-1575	212	15	to	to	ADP
american_scientific_journal-1575	212	16	teveta	teveta	ADJ
american_scientific_journal-1575	212	17	enrolment	enrolment	NOUN
american_scientific_journal-1575	212	18	procedures	procedure	NOUN
american_scientific_journal-1575	212	19	.	.	PUNCT
american_scientific_journal-1575	213	1	in	in	ADP
american_scientific_journal-1575	213	2	additional	additional	ADJ
american_scientific_journal-1575	213	3	trade	trade	NOUN
american_scientific_journal-1575	213	4	school	school	NOUN
american_scientific_journal-1575	213	5	institution	institution	NOUN
american_scientific_journal-1575	213	6	would	would	AUX
american_scientific_journal-1575	213	7	be	be	AUX
american_scientific_journal-1575	213	8	mandated	mandate	VERB
american_scientific_journal-1575	213	9	to	to	PART
american_scientific_journal-1575	213	10	register	register	VERB
american_scientific_journal-1575	213	11	for	for	ADP
american_scientific_journal-1575	213	12	sub	sub	ADJ
american_scientific_journal-1575	213	13	-	-	ADJ
american_scientific_journal-1575	213	14	contract	contract	ADJ
american_scientific_journal-1575	213	15	works	work	NOUN
american_scientific_journal-1575	213	16	on	on	ADP
american_scientific_journal-1575	213	17	government	government	NOUN
american_scientific_journal-1575	213	18	projects	project	NOUN
american_scientific_journal-1575	213	19	.	.	PUNCT
american_scientific_journal-1575	214	1	the	the	DET
american_scientific_journal-1575	214	2	sub	sub	NOUN
american_scientific_journal-1575	214	3	contracts	contract	NOUN
american_scientific_journal-1575	214	4	projects	project	NOUN
american_scientific_journal-1575	214	5	are	be	AUX
american_scientific_journal-1575	214	6	meant	mean	VERB
american_scientific_journal-1575	214	7	to	to	PART
american_scientific_journal-1575	214	8	increase	increase	VERB
american_scientific_journal-1575	214	9	practical	practical	ADJ
american_scientific_journal-1575	214	10	skills	skill	NOUN
american_scientific_journal-1575	214	11	for	for	ADP
american_scientific_journal-1575	214	12	student	student	NOUN
american_scientific_journal-1575	214	13	in	in	ADP
american_scientific_journal-1575	214	14	the	the	DET
american_scientific_journal-1575	214	15	trade	trade	NOUN
american_scientific_journal-1575	214	16	schools	school	NOUN
american_scientific_journal-1575	214	17	.	.	PUNCT
american_scientific_journal-1575	215	1	the	the	DET
american_scientific_journal-1575	215	2	findings	finding	NOUN
american_scientific_journal-1575	215	3	had	have	VERB
american_scientific_journal-1575	215	4	85	85	NUM
american_scientific_journal-1575	215	5	percent	percent	NOUN
american_scientific_journal-1575	215	6	of	of	ADP
american_scientific_journal-1575	215	7	the	the	DET
american_scientific_journal-1575	215	8	respondents	respondent	NOUN
american_scientific_journal-1575	215	9	agreeing	agree	VERB
american_scientific_journal-1575	215	10	to	to	ADP
american_scientific_journal-1575	215	11	this	this	DET
american_scientific_journal-1575	215	12	assertion	assertion	NOUN
american_scientific_journal-1575	215	13	.	.	PUNCT
american_scientific_journal-1575	216	1	previous	previous	ADJ
american_scientific_journal-1575	216	2	research	research	NOUN
american_scientific_journal-1575	216	3	findings	finding	NOUN
american_scientific_journal-1575	216	4	reported	report	VERB
american_scientific_journal-1575	216	5	industry	industry	NOUN
american_scientific_journal-1575	216	6	had	have	AUX
american_scientific_journal-1575	216	7	raised	raise	VERB
american_scientific_journal-1575	216	8	a	a	DET
american_scientific_journal-1575	216	9	concern	concern	NOUN
american_scientific_journal-1575	216	10	on	on	ADP
american_scientific_journal-1575	216	11	the	the	DET
american_scientific_journal-1575	216	12	caliber	caliber	NOUN
american_scientific_journal-1575	216	13	of	of	ADP
american_scientific_journal-1575	216	14	graduates	graduate	NOUN
american_scientific_journal-1575	216	15	who	who	PRON
american_scientific_journal-1575	216	16	were	be	AUX
american_scientific_journal-1575	216	17	coming	come	VERB
american_scientific_journal-1575	216	18	from	from	ADP
american_scientific_journal-1575	216	19	the	the	DET
american_scientific_journal-1575	216	20	various	various	ADJ
american_scientific_journal-1575	216	21	teveta	teveta	ADJ
american_scientific_journal-1575	216	22	training	training	NOUN
american_scientific_journal-1575	216	23	providers	provider	NOUN
american_scientific_journal-1575	216	24	;	;	PUNCT
american_scientific_journal-1575	216	25	most	most	ADJ
american_scientific_journal-1575	216	26	of	of	ADP
american_scientific_journal-1575	216	27	them	they	PRON
american_scientific_journal-1575	216	28	did	do	AUX
american_scientific_journal-1575	216	29	not	not	PART
american_scientific_journal-1575	216	30	meet	meet	VERB
american_scientific_journal-1575	216	31	the	the	DET
american_scientific_journal-1575	216	32	needs	need	NOUN
american_scientific_journal-1575	216	33	of	of	ADP
american_scientific_journal-1575	216	34	the	the	DET
american_scientific_journal-1575	216	35	industry	industry	NOUN
american_scientific_journal-1575	216	36	[	[	X
american_scientific_journal-1575	216	37	33	33	NUM
american_scientific_journal-1575	216	38	,	,	PUNCT
american_scientific_journal-1575	216	39	4	4	NUM
american_scientific_journal-1575	216	40	]	]	PUNCT
american_scientific_journal-1575	216	41	.	.	PUNCT
american_scientific_journal-1575	217	1	through	through	ADP
american_scientific_journal-1575	217	2	,	,	PUNCT
american_scientific_journal-1575	217	3	introduction	introduction	NOUN
american_scientific_journal-1575	217	4	of	of	ADP
american_scientific_journal-1575	217	5	sub	sub	NOUN
american_scientific_journal-1575	217	6	contract	contract	NOUN
american_scientific_journal-1575	217	7	projects	project	VERB
american_scientific_journal-1575	217	8	the	the	PRON
american_scientific_journal-1575	217	9	,	,	PUNCT
american_scientific_journal-1575	217	10	students	student	NOUN
american_scientific_journal-1575	217	11	would	would	AUX
american_scientific_journal-1575	217	12	have	have	AUX
american_scientific_journal-1575	217	13	gained	gain	VERB
american_scientific_journal-1575	217	14	practical	practical	ADJ
american_scientific_journal-1575	217	15	knowledge	knowledge	NOUN
american_scientific_journal-1575	217	16	on	on	ADP
american_scientific_journal-1575	217	17	hands	hand	NOUN
american_scientific_journal-1575	217	18	-	-	PUNCT
american_scientific_journal-1575	217	19	on	on	ADP
american_scientific_journal-1575	217	20	skills	skill	NOUN
american_scientific_journal-1575	217	21	to	to	PART
american_scientific_journal-1575	217	22	enhance	enhance	VERB
american_scientific_journal-1575	217	23	,	,	PUNCT
american_scientific_journal-1575	217	24	capacity	capacity	NOUN
american_scientific_journal-1575	217	25	.	.	PUNCT
american_scientific_journal-1575	218	1	the	the	DET
american_scientific_journal-1575	218	2	advantages	advantage	NOUN
american_scientific_journal-1575	218	3	of	of	ADP
american_scientific_journal-1575	218	4	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	218	5	programme	programme	NOUN
american_scientific_journal-1575	218	6	in	in	ADP
american_scientific_journal-1575	218	7	trade	trade	NOUN
american_scientific_journal-1575	218	8	schools	school	NOUN
american_scientific_journal-1575	218	9	makes	make	VERB
american_scientific_journal-1575	218	10	students	student	NOUN
american_scientific_journal-1575	218	11	acquire	acquire	VERB
american_scientific_journal-1575	218	12	practical	practical	ADJ
american_scientific_journal-1575	218	13	skills	skill	NOUN
american_scientific_journal-1575	218	14	on	on	ADP
american_scientific_journal-1575	218	15	latest	late	ADJ
american_scientific_journal-1575	218	16	equipment	equipment	NOUN
american_scientific_journal-1575	218	17	on	on	ADP
american_scientific_journal-1575	218	18	the	the	DET
american_scientific_journal-1575	218	19	market	market	NOUN
american_scientific_journal-1575	218	20	and	and	CCONJ
american_scientific_journal-1575	218	21	most	most	ADV
american_scientific_journal-1575	218	22	recent	recent	ADJ
american_scientific_journal-1575	218	23	working	working	NOUN
american_scientific_journal-1575	218	24	method	method	NOUN
american_scientific_journal-1575	218	25	in	in	ADP
american_scientific_journal-1575	218	26	the	the	DET
american_scientific_journal-1575	218	27	industry	industry	NOUN
american_scientific_journal-1575	218	28	.	.	PUNCT
american_scientific_journal-1575	219	1	similarly	similarly	ADV
american_scientific_journal-1575	219	2	students	student	NOUN
american_scientific_journal-1575	219	3	develop	develop	VERB
american_scientific_journal-1575	219	4	key	key	ADJ
american_scientific_journal-1575	219	5	soft	soft	ADJ
american_scientific_journal-1575	219	6	skills	skill	NOUN
american_scientific_journal-1575	219	7	such	such	ADJ
american_scientific_journal-1575	219	8	as	as	ADP
american_scientific_journal-1575	219	9	dealing	deal	VERB
american_scientific_journal-1575	219	10	with	with	ADP
american_scientific_journal-1575	219	11	clients	client	NOUN
american_scientific_journal-1575	219	12	in	in	ADP
american_scientific_journal-1575	219	13	the	the	DET
american_scientific_journal-1575	219	14	industry	industry	NOUN
american_scientific_journal-1575	219	15	.	.	PUNCT
american_scientific_journal-1575	220	1	the	the	DET
american_scientific_journal-1575	220	2	vocational	vocational	ADJ
american_scientific_journal-1575	220	3	schools	school	NOUN
american_scientific_journal-1575	220	4	at	at	ADP
american_scientific_journal-1575	220	5	time	time	NOUN
american_scientific_journal-1575	220	6	of	of	ADP
american_scientific_journal-1575	220	7	the	the	DET
american_scientific_journal-1575	220	8	study	study	NOUN
american_scientific_journal-1575	220	9	,	,	PUNCT
american_scientific_journal-1575	220	10	concentrated	concentrate	VERB
american_scientific_journal-1575	220	11	more	more	ADV
american_scientific_journal-1575	220	12	in	in	ADP
american_scientific_journal-1575	220	13	teaching	teach	VERB
american_scientific_journal-1575	220	14	theoretical	theoretical	ADJ
american_scientific_journal-1575	220	15	subjects	subject	NOUN
american_scientific_journal-1575	220	16	than	than	ADP
american_scientific_journal-1575	220	17	practical	practical	ADJ
american_scientific_journal-1575	220	18	works	work	NOUN
american_scientific_journal-1575	220	19	.	.	PUNCT
american_scientific_journal-1575	221	1	this	this	PRON
american_scientific_journal-1575	221	2	contributed	contribute	VERB
american_scientific_journal-1575	221	3	to	to	ADP
american_scientific_journal-1575	221	4	low	low	ADJ
american_scientific_journal-1575	221	5	practical	practical	ADJ
american_scientific_journal-1575	221	6	skills	skill	NOUN
american_scientific_journal-1575	221	7	in	in	ADP
american_scientific_journal-1575	221	8	artisan	artisan	ADJ
american_scientific_journal-1575	221	9	graduates	graduate	NOUN
american_scientific_journal-1575	221	10	.	.	PUNCT
american_scientific_journal-1575	222	1	3.9	3.9	NUM
american_scientific_journal-1575	222	2	.	.	PUNCT
american_scientific_journal-1575	222	3	role	role	NOUN
american_scientific_journal-1575	222	4	of	of	ADP
american_scientific_journal-1575	222	5	engineering	engineering	NOUN
american_scientific_journal-1575	222	6	institution	institution	NOUN
american_scientific_journal-1575	222	7	of	of	ADP
american_scientific_journal-1575	222	8	zambia	zambia	PROPN
american_scientific_journal-1575	222	9	(	(	PUNCT
american_scientific_journal-1575	222	10	eiz	eiz	PROPN
american_scientific_journal-1575	222	11	)	)	PUNCT
american_scientific_journal-1575	222	12	in	in	ADP
american_scientific_journal-1575	222	13	a	a	DET
american_scientific_journal-1575	222	14	model	model	NOUN
american_scientific_journal-1575	222	15	engineering	engineering	NOUN
american_scientific_journal-1575	222	16	institution	institution	NOUN
american_scientific_journal-1575	222	17	of	of	ADP
american_scientific_journal-1575	222	18	zambia	zambia	PROPN
american_scientific_journal-1575	222	19	should	should	AUX
american_scientific_journal-1575	222	20	issue	issue	VERB
american_scientific_journal-1575	222	21	practicing	practice	VERB
american_scientific_journal-1575	222	22	license	license	NOUN
american_scientific_journal-1575	222	23	only	only	ADV
american_scientific_journal-1575	222	24	to	to	ADP
american_scientific_journal-1575	222	25	artisans	artisan	NOUN
american_scientific_journal-1575	222	26	who	who	PRON
american_scientific_journal-1575	222	27	qualify	qualify	VERB
american_scientific_journal-1575	222	28	through	through	ADP
american_scientific_journal-1575	222	29	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	222	30	and	and	CCONJ
american_scientific_journal-1575	222	31	trade	trade	NOUN
american_scientific_journal-1575	222	32	school	school	NOUN
american_scientific_journal-1575	222	33	training	training	NOUN
american_scientific_journal-1575	222	34	.	.	PUNCT
american_scientific_journal-1575	223	1	practicing	practice	VERB
american_scientific_journal-1575	223	2	license	license	NOUN
american_scientific_journal-1575	223	3	should	should	AUX
american_scientific_journal-1575	223	4	contain	contain	VERB
american_scientific_journal-1575	223	5	terms	term	NOUN
american_scientific_journal-1575	223	6	of	of	ADP
american_scientific_journal-1575	223	7	reference	reference	NOUN
american_scientific_journal-1575	223	8	for	for	ADP
american_scientific_journal-1575	223	9	quality	quality	NOUN
american_scientific_journal-1575	223	10	control	control	NOUN
american_scientific_journal-1575	223	11	of	of	ADP
american_scientific_journal-1575	223	12	works	work	NOUN
american_scientific_journal-1575	223	13	on	on	ADP
american_scientific_journal-1575	223	14	the	the	DET
american_scientific_journal-1575	223	15	project	project	NOUN
american_scientific_journal-1575	223	16	which	which	PRON
american_scientific_journal-1575	223	17	should	should	AUX
american_scientific_journal-1575	223	18	be	be	AUX
american_scientific_journal-1575	223	19	implemented	implement	VERB
american_scientific_journal-1575	223	20	by	by	ADP
american_scientific_journal-1575	223	21	construction	construction	NOUN
american_scientific_journal-1575	223	22	standard	standard	PROPN
american_scientific_journal-1575	223	23	authority	authority	NOUN
american_scientific_journal-1575	223	24	.	.	PUNCT
american_scientific_journal-1575	224	1	3.10	3.10	NUM
american_scientific_journal-1575	224	2	.	.	PUNCT
american_scientific_journal-1575	224	3	construction	construction	NOUN
american_scientific_journal-1575	224	4	standards	standard	NOUN
american_scientific_journal-1575	224	5	authority	authority	NOUN
american_scientific_journal-1575	224	6	(	(	PUNCT
american_scientific_journal-1575	224	7	csa	csa	PROPN
american_scientific_journal-1575	224	8	)	)	PUNCT
american_scientific_journal-1575	224	9	the	the	DET
american_scientific_journal-1575	224	10	study	study	NOUN
american_scientific_journal-1575	224	11	revealed	reveal	VERB
american_scientific_journal-1575	224	12	,	,	PUNCT
american_scientific_journal-1575	224	13	articulated	articulated	ADJ
american_scientific_journal-1575	224	14	strategy	strategy	NOUN
american_scientific_journal-1575	224	15	that	that	PRON
american_scientific_journal-1575	224	16	should	should	AUX
american_scientific_journal-1575	224	17	be	be	AUX
american_scientific_journal-1575	224	18	implemented	implement	VERB
american_scientific_journal-1575	224	19	to	to	PART
american_scientific_journal-1575	224	20	improve	improve	VERB
american_scientific_journal-1575	224	21	the	the	DET
american_scientific_journal-1575	224	22	skills	skill	NOUN
american_scientific_journal-1575	224	23	of	of	ADP
american_scientific_journal-1575	224	24	construction	construction	NOUN
american_scientific_journal-1575	224	25	artisans	artisan	NOUN
american_scientific_journal-1575	224	26	was	be	AUX
american_scientific_journal-1575	224	27	certification	certification	NOUN
american_scientific_journal-1575	224	28	.	.	PUNCT
american_scientific_journal-1575	225	1	certification	certification	NOUN
american_scientific_journal-1575	225	2	is	be	AUX
american_scientific_journal-1575	225	3	the	the	DET
american_scientific_journal-1575	225	4	assessment	assessment	NOUN
american_scientific_journal-1575	225	5	process	process	NOUN
american_scientific_journal-1575	225	6	which	which	PRON
american_scientific_journal-1575	225	7	is	be	AUX
american_scientific_journal-1575	225	8	part	part	NOUN
american_scientific_journal-1575	225	9	of	of	ADP
american_scientific_journal-1575	225	10	qualification	qualification	NOUN
american_scientific_journal-1575	225	11	to	to	PART
american_scientific_journal-1575	225	12	gain	gain	VERB
american_scientific_journal-1575	225	13	recognition	recognition	NOUN
american_scientific_journal-1575	225	14	through	through	ADP
american_scientific_journal-1575	225	15	competency	competency	NOUN
american_scientific_journal-1575	225	16	testing	testing	NOUN
american_scientific_journal-1575	225	17	and	and	CCONJ
american_scientific_journal-1575	225	18	examinations	examination	NOUN
american_scientific_journal-1575	225	19	.	.	PUNCT
american_scientific_journal-1575	226	1	the	the	DET
american_scientific_journal-1575	226	2	purpose	purpose	NOUN
american_scientific_journal-1575	226	3	of	of	ADP
american_scientific_journal-1575	226	4	certification	certification	NOUN
american_scientific_journal-1575	226	5	is	be	AUX
american_scientific_journal-1575	226	6	to	to	PART
american_scientific_journal-1575	226	7	provide	provide	VERB
american_scientific_journal-1575	226	8	a	a	DET
american_scientific_journal-1575	226	9	guarantee	guarantee	NOUN
american_scientific_journal-1575	226	10	of	of	ADP
american_scientific_journal-1575	226	11	artisan	artisan	ADJ
american_scientific_journal-1575	226	12	skills	skill	NOUN
american_scientific_journal-1575	226	13	,	,	PUNCT
american_scientific_journal-1575	226	14	quality	quality	NOUN
american_scientific_journal-1575	226	15	and	and	CCONJ
american_scientific_journal-1575	226	16	work	work	NOUN
american_scientific_journal-1575	226	17	ability	ability	NOUN
american_scientific_journal-1575	226	18	,	,	PUNCT
american_scientific_journal-1575	226	19	so	so	SCONJ
american_scientific_journal-1575	226	20	as	as	SCONJ
american_scientific_journal-1575	226	21	to	to	PART
american_scientific_journal-1575	226	22	produce	produce	VERB
american_scientific_journal-1575	226	23	construction	construction	NOUN
american_scientific_journal-1575	226	24	works	work	NOUN
american_scientific_journal-1575	226	25	that	that	PRON
american_scientific_journal-1575	226	26	meet	meet	VERB
american_scientific_journal-1575	226	27	established	establish	VERB
american_scientific_journal-1575	226	28	quality	quality	NOUN
american_scientific_journal-1575	226	29	standards	standard	NOUN
american_scientific_journal-1575	226	30	in	in	ADP
american_scientific_journal-1575	226	31	the	the	DET
american_scientific_journal-1575	226	32	country	country	NOUN
american_scientific_journal-1575	226	33	.	.	PUNCT
american_scientific_journal-1575	227	1	all	all	DET
american_scientific_journal-1575	227	2	construction	construction	NOUN
american_scientific_journal-1575	227	3	artisans	artisan	NOUN
american_scientific_journal-1575	227	4	would	would	AUX
american_scientific_journal-1575	227	5	have	have	VERB
american_scientific_journal-1575	227	6	practising	practise	VERB
american_scientific_journal-1575	227	7	license	license	NOUN
american_scientific_journal-1575	227	8	prior	prior	ADV
american_scientific_journal-1575	227	9	to	to	ADP
american_scientific_journal-1575	227	10	employment	employment	NOUN
american_scientific_journal-1575	227	11	.	.	PUNCT
american_scientific_journal-1575	228	1	the	the	DET
american_scientific_journal-1575	228	2	role	role	NOUN
american_scientific_journal-1575	228	3	of	of	ADP
american_scientific_journal-1575	228	4	csa	csa	PROPN
american_scientific_journal-1575	228	5	is	be	AUX
american_scientific_journal-1575	228	6	to	to	PART
american_scientific_journal-1575	228	7	inspect	inspect	VERB
american_scientific_journal-1575	228	8	quality	quality	NOUN
american_scientific_journal-1575	228	9	of	of	ADP
american_scientific_journal-1575	228	10	work	work	NOUN
american_scientific_journal-1575	228	11	performed	perform	VERB
american_scientific_journal-1575	228	12	by	by	ADP
american_scientific_journal-1575	228	13	artisans	artisan	NOUN
american_scientific_journal-1575	228	14	and	and	CCONJ
american_scientific_journal-1575	228	15	develop	develop	VERB
american_scientific_journal-1575	228	16	standard	standard	NOUN
american_scientific_journal-1575	228	17	of	of	ADP
american_scientific_journal-1575	228	18	practise	practise	NOUN
american_scientific_journal-1575	228	19	for	for	ADP
american_scientific_journal-1575	228	20	the	the	DET
american_scientific_journal-1575	228	21	construction	construction	NOUN
american_scientific_journal-1575	228	22	industry	industry	NOUN
american_scientific_journal-1575	228	23	in	in	ADP
american_scientific_journal-1575	228	24	zambia	zambia	PROPN
american_scientific_journal-1575	228	25	.	.	PUNCT
american_scientific_journal-1575	229	1	3.11	3.11	NUM
american_scientific_journal-1575	229	2	.	.	PUNCT
american_scientific_journal-1575	230	1	validation	validation	NOUN
american_scientific_journal-1575	230	2	of	of	ADP
american_scientific_journal-1575	230	3	model	model	NOUN
american_scientific_journal-1575	230	4	:	:	PUNCT
american_scientific_journal-1575	230	5	asfm	asfm	PROPN
american_scientific_journal-1575	230	6	american	american	PROPN
american_scientific_journal-1575	230	7	scientific	scientific	PROPN
american_scientific_journal-1575	230	8	research	research	PROPN
american_scientific_journal-1575	230	9	journal	journal	NOUN
american_scientific_journal-1575	230	10	for	for	ADP
american_scientific_journal-1575	230	11	engineering	engineering	NOUN
american_scientific_journal-1575	230	12	,	,	PUNCT
american_scientific_journal-1575	230	13	technology	technology	NOUN
american_scientific_journal-1575	230	14	,	,	PUNCT
american_scientific_journal-1575	230	15	and	and	CCONJ
american_scientific_journal-1575	230	16	sciences	science	NOUN
american_scientific_journal-1575	230	17	(	(	PUNCT
american_scientific_journal-1575	230	18	asrjets	asrjet	NOUN
american_scientific_journal-1575	230	19	)	)	PUNCT
american_scientific_journal-1575	230	20	(	(	PUNCT
american_scientific_journal-1575	230	21	2016	2016	NUM
american_scientific_journal-1575	230	22	)	)	PUNCT
american_scientific_journal-1575	230	23	volume	volume	NOUN
american_scientific_journal-1575	230	24	18	18	NUM
american_scientific_journal-1575	230	25	,	,	PUNCT
american_scientific_journal-1575	230	26	no	no	DET
american_scientific_journal-1575	230	27	1	1	NUM
american_scientific_journal-1575	230	28	,	,	PUNCT
american_scientific_journal-1575	230	29	pp	pp	ADV
american_scientific_journal-1575	230	30	235	235	NUM
american_scientific_journal-1575	230	31	-	-	SYM
american_scientific_journal-1575	230	32	251	251	NUM
american_scientific_journal-1575	230	33	248	248	NUM
american_scientific_journal-1575	230	34	validation	validation	NOUN
american_scientific_journal-1575	230	35	of	of	ADP
american_scientific_journal-1575	230	36	model	model	NOUN
american_scientific_journal-1575	230	37	for	for	ADP
american_scientific_journal-1575	230	38	alleviation	alleviation	NOUN
american_scientific_journal-1575	230	39	of	of	ADP
american_scientific_journal-1575	230	40	skills	skill	NOUN
american_scientific_journal-1575	230	41	supply	supply	NOUN
american_scientific_journal-1575	230	42	to	to	ADP
american_scientific_journal-1575	230	43	the	the	DET
american_scientific_journal-1575	230	44	construction	construction	NOUN
american_scientific_journal-1575	230	45	industry	industry	NOUN
american_scientific_journal-1575	230	46	was	be	AUX
american_scientific_journal-1575	230	47	done	do	VERB
american_scientific_journal-1575	230	48	.	.	PUNCT
american_scientific_journal-1575	231	1	having	having	AUX
american_scientific_journal-1575	231	2	developed	develop	VERB
american_scientific_journal-1575	231	3	the	the	DET
american_scientific_journal-1575	231	4	model	model	NOUN
american_scientific_journal-1575	231	5	,	,	PUNCT
american_scientific_journal-1575	231	6	it	it	PRON
american_scientific_journal-1575	231	7	was	be	AUX
american_scientific_journal-1575	231	8	essential	essential	ADJ
american_scientific_journal-1575	231	9	that	that	SCONJ
american_scientific_journal-1575	231	10	it	it	PRON
american_scientific_journal-1575	231	11	be	be	AUX
american_scientific_journal-1575	231	12	validated	validate	VERB
american_scientific_journal-1575	231	13	.	.	PUNCT
american_scientific_journal-1575	232	1	according	accord	VERB
american_scientific_journal-1575	232	2	to	to	ADP
american_scientific_journal-1575	232	3	[	[	PUNCT
american_scientific_journal-1575	232	4	34	34	NUM
american_scientific_journal-1575	232	5	]	]	PUNCT
american_scientific_journal-1575	232	6	model	model	NOUN
american_scientific_journal-1575	232	7	verification	verification	NOUN
american_scientific_journal-1575	232	8	and	and	CCONJ
american_scientific_journal-1575	232	9	validation	validation	NOUN
american_scientific_journal-1575	232	10	are	be	AUX
american_scientific_journal-1575	232	11	essential	essential	ADJ
american_scientific_journal-1575	232	12	parts	part	NOUN
american_scientific_journal-1575	232	13	of	of	ADP
american_scientific_journal-1575	232	14	the	the	DET
american_scientific_journal-1575	232	15	model	model	NOUN
american_scientific_journal-1575	232	16	development	development	NOUN
american_scientific_journal-1575	232	17	process	process	NOUN
american_scientific_journal-1575	232	18	for	for	SCONJ
american_scientific_journal-1575	232	19	it	it	PRON
american_scientific_journal-1575	232	20	to	to	PART
american_scientific_journal-1575	232	21	be	be	AUX
american_scientific_journal-1575	232	22	accepted	accept	VERB
american_scientific_journal-1575	232	23	and	and	CCONJ
american_scientific_journal-1575	232	24	used	use	VERB
american_scientific_journal-1575	232	25	to	to	PART
american_scientific_journal-1575	232	26	support	support	VERB
american_scientific_journal-1575	232	27	decision	decision	NOUN
american_scientific_journal-1575	232	28	making	making	NOUN
american_scientific_journal-1575	232	29	.	.	PUNCT
american_scientific_journal-1575	233	1	validation	validation	NOUN
american_scientific_journal-1575	233	2	is	be	AUX
american_scientific_journal-1575	233	3	used	use	VERB
american_scientific_journal-1575	233	4	by	by	ADP
american_scientific_journal-1575	233	5	researchers	researcher	NOUN
american_scientific_journal-1575	233	6	to	to	PART
american_scientific_journal-1575	233	7	help	help	VERB
american_scientific_journal-1575	233	8	improve	improve	VERB
american_scientific_journal-1575	233	9	accuracy	accuracy	NOUN
american_scientific_journal-1575	233	10	and	and	CCONJ
american_scientific_journal-1575	233	11	credibility	credibility	NOUN
american_scientific_journal-1575	233	12	of	of	ADP
american_scientific_journal-1575	233	13	data	datum	NOUN
american_scientific_journal-1575	233	14	obtained	obtain	VERB
american_scientific_journal-1575	233	15	.	.	PUNCT
american_scientific_journal-1575	234	1	validation	validation	NOUN
american_scientific_journal-1575	234	2	should	should	AUX
american_scientific_journal-1575	234	3	be	be	AUX
american_scientific_journal-1575	234	4	done	do	VERB
american_scientific_journal-1575	234	5	by	by	ADP
american_scientific_journal-1575	234	6	people	people	NOUN
american_scientific_journal-1575	234	7	who	who	PRON
american_scientific_journal-1575	234	8	are	be	AUX
american_scientific_journal-1575	234	9	experts	expert	NOUN
american_scientific_journal-1575	234	10	in	in	ADP
american_scientific_journal-1575	234	11	area	area	NOUN
american_scientific_journal-1575	234	12	of	of	ADP
american_scientific_journal-1575	234	13	study	study	NOUN
american_scientific_journal-1575	234	14	[	[	X
american_scientific_journal-1575	234	15	35	35	NUM
american_scientific_journal-1575	234	16	]	]	PUNCT
american_scientific_journal-1575	234	17	.	.	PUNCT
american_scientific_journal-1575	235	1	the	the	DET
american_scientific_journal-1575	235	2	proposed	propose	VERB
american_scientific_journal-1575	235	3	model	model	NOUN
american_scientific_journal-1575	235	4	was	be	AUX
american_scientific_journal-1575	235	5	found	find	VERB
american_scientific_journal-1575	235	6	suitable	suitable	ADJ
american_scientific_journal-1575	235	7	after	after	ADP
american_scientific_journal-1575	235	8	validations	validation	NOUN
american_scientific_journal-1575	235	9	and	and	CCONJ
american_scientific_journal-1575	235	10	its	its	PRON
american_scientific_journal-1575	235	11	implementation	implementation	NOUN
american_scientific_journal-1575	235	12	would	would	AUX
american_scientific_journal-1575	235	13	go	go	VERB
american_scientific_journal-1575	235	14	a	a	DET
american_scientific_journal-1575	235	15	long	long	ADJ
american_scientific_journal-1575	235	16	way	way	NOUN
american_scientific_journal-1575	235	17	in	in	ADP
american_scientific_journal-1575	235	18	addressing	address	VERB
american_scientific_journal-1575	235	19	the	the	DET
american_scientific_journal-1575	235	20	artisan	artisan	ADJ
american_scientific_journal-1575	235	21	shortage	shortage	NOUN
american_scientific_journal-1575	235	22	in	in	ADP
american_scientific_journal-1575	235	23	zambian	zambian	ADJ
american_scientific_journal-1575	235	24	construction	construction	NOUN
american_scientific_journal-1575	235	25	industry	industry	NOUN
american_scientific_journal-1575	235	26	.	.	PUNCT
american_scientific_journal-1575	236	1	during	during	ADP
american_scientific_journal-1575	236	2	training	training	NOUN
american_scientific_journal-1575	236	3	,	,	PUNCT
american_scientific_journal-1575	236	4	apprentices	apprentice	NOUN
american_scientific_journal-1575	236	5	should	should	AUX
american_scientific_journal-1575	236	6	be	be	AUX
american_scientific_journal-1575	236	7	blended	blend	VERB
american_scientific_journal-1575	236	8	with	with	ADP
american_scientific_journal-1575	236	9	highly	highly	ADV
american_scientific_journal-1575	236	10	skilled	skilled	ADJ
american_scientific_journal-1575	236	11	personnel	personnel	NOUN
american_scientific_journal-1575	236	12	;	;	PUNCT
american_scientific_journal-1575	236	13	so	so	SCONJ
american_scientific_journal-1575	236	14	that	that	SCONJ
american_scientific_journal-1575	236	15	there	there	PRON
american_scientific_journal-1575	236	16	was	be	VERB
american_scientific_journal-1575	236	17	gradual	gradual	ADJ
american_scientific_journal-1575	236	18	transfer	transfer	NOUN
american_scientific_journal-1575	236	19	of	of	ADP
american_scientific_journal-1575	236	20	artisan	artisan	ADJ
american_scientific_journal-1575	236	21	skills	skill	NOUN
american_scientific_journal-1575	236	22	from	from	ADP
american_scientific_journal-1575	236	23	one	one	NUM
american_scientific_journal-1575	236	24	group	group	NOUN
american_scientific_journal-1575	236	25	to	to	ADP
american_scientific_journal-1575	236	26	the	the	DET
american_scientific_journal-1575	236	27	other	other	ADJ
american_scientific_journal-1575	236	28	.	.	PUNCT
american_scientific_journal-1575	237	1	4	4	X
american_scientific_journal-1575	237	2	.	.	NOUN
american_scientific_journal-1575	237	3	conclusion	conclusion	NOUN
american_scientific_journal-1575	237	4	and	and	CCONJ
american_scientific_journal-1575	237	5	recommendation	recommendation	NOUN
american_scientific_journal-1575	237	6	this	this	DET
american_scientific_journal-1575	237	7	paper	paper	NOUN
american_scientific_journal-1575	237	8	has	have	AUX
american_scientific_journal-1575	237	9	provided	provide	VERB
american_scientific_journal-1575	237	10	various	various	ADJ
american_scientific_journal-1575	237	11	artisan	artisan	ADJ
american_scientific_journal-1575	237	12	gaps	gap	NOUN
american_scientific_journal-1575	237	13	in	in	ADP
american_scientific_journal-1575	237	14	construction	construction	NOUN
american_scientific_journal-1575	237	15	sector	sector	NOUN
american_scientific_journal-1575	237	16	and	and	CCONJ
american_scientific_journal-1575	237	17	highlighted	highlight	VERB
american_scientific_journal-1575	237	18	number	number	NOUN
american_scientific_journal-1575	237	19	of	of	ADP
american_scientific_journal-1575	237	20	factors	factor	NOUN
american_scientific_journal-1575	237	21	that	that	PRON
american_scientific_journal-1575	237	22	contribute	contribute	VERB
american_scientific_journal-1575	237	23	to	to	ADP
american_scientific_journal-1575	237	24	the	the	DET
american_scientific_journal-1575	237	25	artisan	artisan	ADJ
american_scientific_journal-1575	237	26	shortage	shortage	NOUN
american_scientific_journal-1575	237	27	in	in	ADP
american_scientific_journal-1575	237	28	the	the	DET
american_scientific_journal-1575	237	29	zambian	zambian	ADJ
american_scientific_journal-1575	237	30	construction	construction	NOUN
american_scientific_journal-1575	237	31	industry	industry	NOUN
american_scientific_journal-1575	237	32	.	.	PUNCT
american_scientific_journal-1575	238	1	few	few	ADJ
american_scientific_journal-1575	238	2	young	young	NOUN
american_scientific_journal-1575	238	3	are	be	AUX
american_scientific_journal-1575	238	4	interested	interested	ADJ
american_scientific_journal-1575	238	5	to	to	PART
american_scientific_journal-1575	238	6	train	train	VERB
american_scientific_journal-1575	238	7	in	in	ADP
american_scientific_journal-1575	238	8	construction	construction	NOUN
american_scientific_journal-1575	238	9	related	relate	VERB
american_scientific_journal-1575	238	10	careers	career	NOUN
american_scientific_journal-1575	238	11	because	because	SCONJ
american_scientific_journal-1575	238	12	of	of	ADP
american_scientific_journal-1575	238	13	limited	limited	ADJ
american_scientific_journal-1575	238	14	number	number	NOUN
american_scientific_journal-1575	238	15	training	training	NOUN
american_scientific_journal-1575	238	16	vocational	vocational	ADJ
american_scientific_journal-1575	238	17	schools	school	NOUN
american_scientific_journal-1575	238	18	coupled	couple	VERB
american_scientific_journal-1575	238	19	with	with	ADP
american_scientific_journal-1575	238	20	un	un	ADJ
american_scientific_journal-1575	238	21	-	-	ADJ
american_scientific_journal-1575	238	22	attractive	attractive	ADJ
american_scientific_journal-1575	238	23	condition	condition	NOUN
american_scientific_journal-1575	238	24	of	of	ADP
american_scientific_journal-1575	238	25	service	service	NOUN
american_scientific_journal-1575	238	26	in	in	ADP
american_scientific_journal-1575	238	27	the	the	DET
american_scientific_journal-1575	238	28	construction	construction	NOUN
american_scientific_journal-1575	238	29	industry	industry	NOUN
american_scientific_journal-1575	238	30	.	.	PUNCT
american_scientific_journal-1575	239	1	the	the	DET
american_scientific_journal-1575	239	2	majority	majority	NOUN
american_scientific_journal-1575	239	3	of	of	ADP
american_scientific_journal-1575	239	4	eligible	eligible	ADJ
american_scientific_journal-1575	239	5	trainees	trainee	NOUN
american_scientific_journal-1575	239	6	are	be	AUX
american_scientific_journal-1575	239	7	interested	interested	ADJ
american_scientific_journal-1575	239	8	in	in	ADP
american_scientific_journal-1575	239	9	business	business	NOUN
american_scientific_journal-1575	239	10	related	relate	VERB
american_scientific_journal-1575	239	11	courses	course	NOUN
american_scientific_journal-1575	239	12	.	.	PUNCT
american_scientific_journal-1575	240	1	the	the	DET
american_scientific_journal-1575	240	2	overall	overall	ADJ
american_scientific_journal-1575	240	3	impact	impact	NOUN
american_scientific_journal-1575	240	4	of	of	ADP
american_scientific_journal-1575	240	5	artisan	artisan	ADJ
american_scientific_journal-1575	240	6	gaps	gap	NOUN
american_scientific_journal-1575	240	7	resulted	result	VERB
american_scientific_journal-1575	240	8	in	in	ADP
american_scientific_journal-1575	240	9	high	high	ADJ
american_scientific_journal-1575	240	10	poor	poor	ADJ
american_scientific_journal-1575	240	11	workmanship	workmanship	NOUN
american_scientific_journal-1575	240	12	and	and	CCONJ
american_scientific_journal-1575	240	13	cheap	cheap	ADJ
american_scientific_journal-1575	240	14	labour	labour	NOUN
american_scientific_journal-1575	240	15	in	in	ADP
american_scientific_journal-1575	240	16	construction	construction	NOUN
american_scientific_journal-1575	240	17	.	.	PUNCT
american_scientific_journal-1575	241	1	to	to	PART
american_scientific_journal-1575	241	2	mitigate	mitigate	VERB
american_scientific_journal-1575	241	3	the	the	DET
american_scientific_journal-1575	241	4	artisan	artisan	ADJ
american_scientific_journal-1575	241	5	shortages	shortage	NOUN
american_scientific_journal-1575	241	6	,	,	PUNCT
american_scientific_journal-1575	241	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	241	8	of	of	ADP
american_scientific_journal-1575	241	9	three	three	NUM
american_scientific_journal-1575	241	10	pathways	pathway	NOUN
american_scientific_journal-1575	241	11	was	be	AUX
american_scientific_journal-1575	241	12	found	find	VERB
american_scientific_journal-1575	241	13	to	to	PART
american_scientific_journal-1575	241	14	provide	provide	VERB
american_scientific_journal-1575	241	15	the	the	DET
american_scientific_journal-1575	241	16	answer	answer	NOUN
american_scientific_journal-1575	241	17	.	.	PUNCT
american_scientific_journal-1575	242	1	therefore	therefore	ADV
american_scientific_journal-1575	242	2	,	,	PUNCT
american_scientific_journal-1575	242	3	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	242	4	training	training	NOUN
american_scientific_journal-1575	242	5	has	have	AUX
american_scientific_journal-1575	242	6	been	be	AUX
american_scientific_journal-1575	242	7	recommended	recommend	VERB
american_scientific_journal-1575	242	8	as	as	ADP
american_scientific_journal-1575	242	9	a	a	DET
american_scientific_journal-1575	242	10	possible	possible	ADJ
american_scientific_journal-1575	242	11	approach	approach	NOUN
american_scientific_journal-1575	242	12	to	to	ADP
american_scientific_journal-1575	242	13	alleviating	alleviate	VERB
american_scientific_journal-1575	242	14	artisan	artisan	ADJ
american_scientific_journal-1575	242	15	shortages	shortage	NOUN
american_scientific_journal-1575	242	16	in	in	ADP
american_scientific_journal-1575	242	17	the	the	DET
american_scientific_journal-1575	242	18	construction	construction	NOUN
american_scientific_journal-1575	242	19	industry	industry	NOUN
american_scientific_journal-1575	242	20	.	.	PUNCT
american_scientific_journal-1575	243	1	its	its	PRON
american_scientific_journal-1575	243	2	implementation	implementation	NOUN
american_scientific_journal-1575	243	3	would	would	AUX
american_scientific_journal-1575	243	4	strengthen	strengthen	VERB
american_scientific_journal-1575	243	5	level	level	NOUN
american_scientific_journal-1575	243	6	of	of	ADP
american_scientific_journal-1575	243	7	artisan	artisan	ADJ
american_scientific_journal-1575	243	8	skills	skill	NOUN
american_scientific_journal-1575	243	9	in	in	ADP
american_scientific_journal-1575	243	10	construction	construction	NOUN
american_scientific_journal-1575	243	11	industry	industry	NOUN
american_scientific_journal-1575	243	12	because	because	SCONJ
american_scientific_journal-1575	243	13	more	more	ADJ
american_scientific_journal-1575	243	14	skills	skill	NOUN
american_scientific_journal-1575	243	15	would	would	AUX
american_scientific_journal-1575	243	16	be	be	AUX
american_scientific_journal-1575	243	17	developed	develop	VERB
american_scientific_journal-1575	243	18	and	and	CCONJ
american_scientific_journal-1575	243	19	create	create	VERB
american_scientific_journal-1575	243	20	loyal	loyal	ADJ
american_scientific_journal-1575	243	21	workforce	workforce	NOUN
american_scientific_journal-1575	243	22	that	that	PRON
american_scientific_journal-1575	243	23	brings	bring	VERB
american_scientific_journal-1575	243	24	about	about	ADP
american_scientific_journal-1575	243	25	growth	growth	NOUN
american_scientific_journal-1575	243	26	in	in	ADP
american_scientific_journal-1575	243	27	skills	skill	NOUN
american_scientific_journal-1575	243	28	base	base	NOUN
american_scientific_journal-1575	243	29	for	for	ADP
american_scientific_journal-1575	243	30	construction	construction	NOUN
american_scientific_journal-1575	243	31	companies	company	NOUN
american_scientific_journal-1575	243	32	.	.	PUNCT
american_scientific_journal-1575	244	1	the	the	DET
american_scientific_journal-1575	244	2	creation	creation	NOUN
american_scientific_journal-1575	244	3	of	of	ADP
american_scientific_journal-1575	244	4	new	new	ADJ
american_scientific_journal-1575	244	5	talents	talent	NOUN
american_scientific_journal-1575	244	6	through	through	ADP
american_scientific_journal-1575	244	7	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	244	8	in	in	ADP
american_scientific_journal-1575	244	9	the	the	DET
american_scientific_journal-1575	244	10	industry	industry	NOUN
american_scientific_journal-1575	244	11	should	should	AUX
american_scientific_journal-1575	244	12	contribute	contribute	VERB
american_scientific_journal-1575	244	13	to	to	ADP
american_scientific_journal-1575	244	14	growth	growth	NOUN
american_scientific_journal-1575	244	15	of	of	ADP
american_scientific_journal-1575	244	16	the	the	DET
american_scientific_journal-1575	244	17	construction	construction	NOUN
american_scientific_journal-1575	244	18	sector	sector	NOUN
american_scientific_journal-1575	244	19	.	.	PUNCT
american_scientific_journal-1575	245	1	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	245	2	germinates	germinate	NOUN
american_scientific_journal-1575	245	3	confidence	confidence	NOUN
american_scientific_journal-1575	245	4	in	in	ADP
american_scientific_journal-1575	245	5	artisan	artisan	ADJ
american_scientific_journal-1575	245	6	skills	skill	NOUN
american_scientific_journal-1575	245	7	that	that	PRON
american_scientific_journal-1575	245	8	result	result	VERB
american_scientific_journal-1575	245	9	in	in	ADP
american_scientific_journal-1575	245	10	growth	growth	NOUN
american_scientific_journal-1575	245	11	of	of	ADP
american_scientific_journal-1575	245	12	productivity	productivity	NOUN
american_scientific_journal-1575	245	13	,	,	PUNCT
american_scientific_journal-1575	245	14	quality	quality	NOUN
american_scientific_journal-1575	245	15	improvements	improvement	NOUN
american_scientific_journal-1575	245	16	and	and	CCONJ
american_scientific_journal-1575	245	17	innovations	innovation	NOUN
american_scientific_journal-1575	245	18	in	in	ADP
american_scientific_journal-1575	245	19	project	project	NOUN
american_scientific_journal-1575	245	20	delivery	delivery	NOUN
american_scientific_journal-1575	245	21	.	.	PUNCT
american_scientific_journal-1575	246	1	limitations	limitation	NOUN
american_scientific_journal-1575	246	2	and	and	CCONJ
american_scientific_journal-1575	246	3	suggestions	suggestion	NOUN
american_scientific_journal-1575	246	4	for	for	ADP
american_scientific_journal-1575	246	5	further	further	ADJ
american_scientific_journal-1575	246	6	work	work	NOUN
american_scientific_journal-1575	246	7	should	should	AUX
american_scientific_journal-1575	246	8	be	be	AUX
american_scientific_journal-1575	246	9	considered	consider	VERB
american_scientific_journal-1575	246	10	.	.	PUNCT
american_scientific_journal-1575	247	1	the	the	DET
american_scientific_journal-1575	247	2	research	research	NOUN
american_scientific_journal-1575	247	3	focused	focus	VERB
american_scientific_journal-1575	247	4	on	on	ADP
american_scientific_journal-1575	247	5	construction	construction	NOUN
american_scientific_journal-1575	247	6	artisans	artisan	NOUN
american_scientific_journal-1575	247	7	’	’	PART
american_scientific_journal-1575	247	8	skills	skill	NOUN
american_scientific_journal-1575	247	9	for	for	ADP
american_scientific_journal-1575	247	10	the	the	DET
american_scientific_journal-1575	247	11	construction	construction	NOUN
american_scientific_journal-1575	247	12	industry	industry	NOUN
american_scientific_journal-1575	247	13	.	.	PUNCT
american_scientific_journal-1575	248	1	the	the	DET
american_scientific_journal-1575	248	2	findings	finding	NOUN
american_scientific_journal-1575	248	3	might	might	AUX
american_scientific_journal-1575	248	4	vary	vary	VERB
american_scientific_journal-1575	248	5	from	from	ADP
american_scientific_journal-1575	248	6	construction	construction	NOUN
american_scientific_journal-1575	248	7	to	to	ADP
american_scientific_journal-1575	248	8	manufacturing	manufacture	VERB
american_scientific_journal-1575	248	9	industry	industry	NOUN
american_scientific_journal-1575	248	10	using	use	VERB
american_scientific_journal-1575	248	11	same	same	ADJ
american_scientific_journal-1575	248	12	type	type	NOUN
american_scientific_journal-1575	248	13	of	of	ADP
american_scientific_journal-1575	248	14	artisan	artisan	ADJ
american_scientific_journal-1575	248	15	’s	’s	PART
american_scientific_journal-1575	248	16	category	category	NOUN
american_scientific_journal-1575	248	17	highlighted	highlight	VERB
american_scientific_journal-1575	248	18	in	in	ADP
american_scientific_journal-1575	248	19	this	this	DET
american_scientific_journal-1575	248	20	study	study	NOUN
american_scientific_journal-1575	248	21	.	.	PUNCT
american_scientific_journal-1575	249	1	another	another	DET
american_scientific_journal-1575	249	2	limitation	limitation	NOUN
american_scientific_journal-1575	249	3	encountered	encounter	VERB
american_scientific_journal-1575	249	4	during	during	ADP
american_scientific_journal-1575	249	5	the	the	DET
american_scientific_journal-1575	249	6	survey	survey	NOUN
american_scientific_journal-1575	249	7	was	be	AUX
american_scientific_journal-1575	249	8	that	that	SCONJ
american_scientific_journal-1575	249	9	experienced	experienced	ADJ
american_scientific_journal-1575	249	10	and	and	CCONJ
american_scientific_journal-1575	249	11	qualified	qualified	ADJ
american_scientific_journal-1575	249	12	non	non	ADJ
american_scientific_journal-1575	249	13	english	english	PROPN
american_scientific_journal-1575	249	14	speaking	speak	VERB
american_scientific_journal-1575	249	15	respondents	respondent	NOUN
american_scientific_journal-1575	249	16	,	,	PUNCT
american_scientific_journal-1575	249	17	most	most	ADJ
american_scientific_journal-1575	249	18	of	of	ADP
american_scientific_journal-1575	249	19	whom	whom	PRON
american_scientific_journal-1575	249	20	were	be	AUX
american_scientific_journal-1575	249	21	foreign	foreign	ADJ
american_scientific_journal-1575	249	22	contractors	contractor	NOUN
american_scientific_journal-1575	249	23	,	,	PUNCT
american_scientific_journal-1575	249	24	had	have	VERB
american_scientific_journal-1575	249	25	a	a	DET
american_scientific_journal-1575	249	26	language	language	NOUN
american_scientific_journal-1575	249	27	barrier	barrier	NOUN
american_scientific_journal-1575	249	28	to	to	PART
american_scientific_journal-1575	249	29	understand	understand	VERB
american_scientific_journal-1575	249	30	the	the	DET
american_scientific_journal-1575	249	31	questionnaires	questionnaire	NOUN
american_scientific_journal-1575	249	32	done	do	VERB
american_scientific_journal-1575	249	33	in	in	ADP
american_scientific_journal-1575	249	34	english	english	PROPN
american_scientific_journal-1575	249	35	,	,	PUNCT
american_scientific_journal-1575	249	36	thereby	thereby	ADV
american_scientific_journal-1575	249	37	,	,	PUNCT
american_scientific_journal-1575	249	38	making	make	VERB
american_scientific_journal-1575	249	39	it	it	PRON
american_scientific_journal-1575	249	40	impossible	impossible	ADJ
american_scientific_journal-1575	249	41	for	for	SCONJ
american_scientific_journal-1575	249	42	them	they	PRON
american_scientific_journal-1575	249	43	to	to	PART
american_scientific_journal-1575	249	44	fill	fill	VERB
american_scientific_journal-1575	249	45	in	in	ADP
american_scientific_journal-1575	249	46	and	and	CCONJ
american_scientific_journal-1575	249	47	return	return	VERB
american_scientific_journal-1575	249	48	questionnaires	questionnaire	NOUN
american_scientific_journal-1575	249	49	in	in	ADP
american_scientific_journal-1575	249	50	most	most	ADJ
american_scientific_journal-1575	249	51	instances	instance	NOUN
american_scientific_journal-1575	249	52	.	.	PUNCT
american_scientific_journal-1575	250	1	future	future	ADJ
american_scientific_journal-1575	250	2	research	research	NOUN
american_scientific_journal-1575	250	3	should	should	AUX
american_scientific_journal-1575	250	4	be	be	AUX
american_scientific_journal-1575	250	5	extended	extend	VERB
american_scientific_journal-1575	250	6	to	to	ADP
american_scientific_journal-1575	250	7	manufacturing	manufacture	VERB
american_scientific_journal-1575	250	8	industry	industry	NOUN
american_scientific_journal-1575	250	9	of	of	ADP
american_scientific_journal-1575	250	10	construction	construction	NOUN
american_scientific_journal-1575	250	11	related	relate	VERB
american_scientific_journal-1575	250	12	materials	material	NOUN
american_scientific_journal-1575	250	13	and	and	CCONJ
american_scientific_journal-1575	250	14	development	development	NOUN
american_scientific_journal-1575	250	15	of	of	ADP
american_scientific_journal-1575	250	16	curriculum	curriculum	NOUN
american_scientific_journal-1575	250	17	that	that	PRON
american_scientific_journal-1575	250	18	could	could	AUX
american_scientific_journal-1575	250	19	help	help	VERB
american_scientific_journal-1575	250	20	implement	implement	VERB
american_scientific_journal-1575	250	21	asfm	asfm	ADJ
american_scientific_journal-1575	250	22	model	model	NOUN
american_scientific_journal-1575	250	23	of	of	ADP
american_scientific_journal-1575	250	24	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	250	25	training	training	NOUN
american_scientific_journal-1575	250	26	in	in	ADP
american_scientific_journal-1575	250	27	zambia	zambia	PROPN
american_scientific_journal-1575	250	28	to	to	PART
american_scientific_journal-1575	250	29	meet	meet	VERB
american_scientific_journal-1575	250	30	the	the	DET
american_scientific_journal-1575	250	31	current	current	ADJ
american_scientific_journal-1575	250	32	needs	need	NOUN
american_scientific_journal-1575	250	33	of	of	ADP
american_scientific_journal-1575	250	34	the	the	DET
american_scientific_journal-1575	250	35	industry	industry	NOUN
american_scientific_journal-1575	250	36	.	.	PUNCT
american_scientific_journal-1575	251	1	acknowledgement	acknowledgement	NOUN
american_scientific_journal-1575	251	2	the	the	DET
american_scientific_journal-1575	251	3	author	author	NOUN
american_scientific_journal-1575	251	4	graciously	graciously	ADV
american_scientific_journal-1575	251	5	acknowledges	acknowledge	VERB
american_scientific_journal-1575	251	6	those	those	PRON
american_scientific_journal-1575	251	7	who	who	PRON
american_scientific_journal-1575	251	8	rendered	render	VERB
american_scientific_journal-1575	251	9	financial	financial	ADJ
american_scientific_journal-1575	251	10	and	and	CCONJ
american_scientific_journal-1575	251	11	in	in	ADP
american_scientific_journal-1575	251	12	kind	kind	ADJ
american_scientific_journal-1575	251	13	support	support	NOUN
american_scientific_journal-1575	251	14	towards	towards	ADP
american_scientific_journal-1575	251	15	this	this	DET
american_scientific_journal-1575	251	16	research	research	NOUN
american_scientific_journal-1575	251	17	.	.	PUNCT
american_scientific_journal-1575	252	1	the	the	DET
american_scientific_journal-1575	252	2	views	view	NOUN
american_scientific_journal-1575	252	3	expressed	express	VERB
american_scientific_journal-1575	252	4	here	here	ADV
american_scientific_journal-1575	252	5	are	be	AUX
american_scientific_journal-1575	252	6	those	those	PRON
american_scientific_journal-1575	252	7	of	of	ADP
american_scientific_journal-1575	252	8	the	the	DET
american_scientific_journal-1575	252	9	authors	author	NOUN
american_scientific_journal-1575	252	10	and	and	CCONJ
american_scientific_journal-1575	252	11	not	not	PART
american_scientific_journal-1575	252	12	necessarily	necessarily	ADV
american_scientific_journal-1575	252	13	of	of	ADP
american_scientific_journal-1575	252	14	any	any	DET
american_scientific_journal-1575	252	15	institution	institution	NOUN
american_scientific_journal-1575	252	16	mentioned	mention	VERB
american_scientific_journal-1575	252	17	here	here	ADV
american_scientific_journal-1575	252	18	.	.	PUNCT
american_scientific_journal-1575	253	1	references	reference	NOUN
american_scientific_journal-1575	253	2	[	[	X
american_scientific_journal-1575	253	3	1	1	NUM
american_scientific_journal-1575	253	4	]	]	PUNCT
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american_scientific_journal-1575	255	25	1	1	NUM
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american_scientific_journal-1575	258	4	.	.	PUNCT
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american_scientific_journal-1575	260	7	for	for	ADP
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american_scientific_journal-1575	260	11	.	.	PUNCT
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american_scientific_journal-1575	261	2	:	:	PUNCT
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american_scientific_journal-1575	262	6	,	,	PUNCT
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american_scientific_journal-1575	262	8	-	-	SYM
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american_scientific_journal-1575	262	10	.	.	PUNCT
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american_scientific_journal-1575	263	10	.	.	PUNCT
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american_scientific_journal-1575	264	4	,	,	PUNCT
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american_scientific_journal-1575	264	15	.	.	PUNCT
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american_scientific_journal-1575	265	2	:	:	PUNCT
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american_scientific_journal-1575	266	2	.	.	PUNCT
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american_scientific_journal-1575	268	2	.	.	PUNCT
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american_scientific_journal-1575	269	18	:	:	PUNCT
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american_scientific_journal-1575	269	24	,	,	PUNCT
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american_scientific_journal-1575	269	31	,	,	PUNCT
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american_scientific_journal-1575	269	34	24	24	NUM
american_scientific_journal-1575	269	35	-	-	SYM
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american_scientific_journal-1575	271	1	“	"	PUNCT
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american_scientific_journal-1575	272	3	-	-	PUNCT
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american_scientific_journal-1575	272	13	(	(	PUNCT
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american_scientific_journal-1575	272	22	,	,	PUNCT
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american_scientific_journal-1575	272	26	.	.	PUNCT
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american_scientific_journal-1575	273	20	.	.	PUNCT
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american_scientific_journal-1575	277	2	,	,	PUNCT
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american_scientific_journal-1575	278	2	-	-	SYM
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american_scientific_journal-1575	282	4	.	.	PUNCT
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american_scientific_journal-1575	283	2	-	-	SYM
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american_scientific_journal-1575	285	13	:	:	PUNCT
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american_scientific_journal-1575	286	2	-	-	SYM
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american_scientific_journal-1575	287	11	,	,	PUNCT
american_scientific_journal-1575	287	12	and	and	CCONJ
american_scientific_journal-1575	287	13	e.adinyira	e.adinyira	X
american_scientific_journal-1575	287	14	.	.	PUNCT
american_scientific_journal-1575	288	1	“	"	PUNCT
american_scientific_journal-1575	288	2	skilled	skilled	ADJ
american_scientific_journal-1575	288	3	artisanal	artisanal	ADJ
american_scientific_journal-1575	288	4	availability	availability	NOUN
american_scientific_journal-1575	288	5	in	in	ADP
american_scientific_journal-1575	288	6	the	the	DET
american_scientific_journal-1575	288	7	construction	construction	NOUN
american_scientific_journal-1575	288	8	industry	industry	NOUN
american_scientific_journal-1575	288	9	,	,	PUNCT
american_scientific_journal-1575	288	10	”	"	PUNCT
american_scientific_journal-1575	288	11	journal	journal	NOUN
american_scientific_journal-1575	288	12	of	of	ADP
american_scientific_journal-1575	288	13	research	research	NOUN
american_scientific_journal-1575	288	14	in	in	ADP
american_scientific_journal-1575	288	15	the	the	DET
american_scientific_journal-1575	288	16	built	build	VERB
american_scientific_journal-1575	288	17	environment	environment	NOUN
american_scientific_journal-1575	288	18	,	,	PUNCT
american_scientific_journal-1575	288	19	vol	vol	NOUN
american_scientific_journal-1575	288	20	.	.	PROPN
american_scientific_journal-1575	288	21	1	1	NUM
american_scientific_journal-1575	288	22	,	,	PUNCT
american_scientific_journal-1575	288	23	pp	pp	ADJ
american_scientific_journal-1575	288	24	.	.	PUNCT
american_scientific_journal-1575	289	1	6	6	NUM
american_scientific_journal-1575	289	2	-	-	SYM
american_scientific_journal-1575	289	3	8	8	NUM
american_scientific_journal-1575	289	4	.	.	PUNCT
american_scientific_journal-1575	289	5	jun.2014	jun.2014	PRON
american_scientific_journal-1575	290	1	[	[	X
american_scientific_journal-1575	290	2	11	11	NUM
american_scientific_journal-1575	290	3	]	]	X
american_scientific_journal-1575	290	4	b.o	b.o	PROPN
american_scientific_journal-1575	290	5	oseghale	oseghale	PROPN
american_scientific_journal-1575	290	6	,	,	PUNCT
american_scientific_journal-1575	290	7	j.o	j.o	PROPN
american_scientific_journal-1575	290	8	.	.	PROPN
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american_scientific_journal-1575	290	10	-	-	PUNCT
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american_scientific_journal-1575	290	12	,	,	PUNCT
american_scientific_journal-1575	290	13	and	and	CCONJ
american_scientific_journal-1575	290	14	g.e	g.e	PROPN
american_scientific_journal-1575	290	15	oseghale	oseghale	NOUN
american_scientific_journal-1575	290	16	.	.	PUNCT
american_scientific_journal-1575	291	1	“	"	PUNCT
american_scientific_journal-1575	291	2	an	an	DET
american_scientific_journal-1575	291	3	evaluation	evaluation	NOUN
american_scientific_journal-1575	291	4	of	of	ADP
american_scientific_journal-1575	291	5	skilled	skilled	ADJ
american_scientific_journal-1575	291	6	labour	labour	NOUN
american_scientific_journal-1575	291	7	shortage	shortage	NOUN
american_scientific_journal-1575	291	8	in	in	ADP
american_scientific_journal-1575	291	9	selected	select	VERB
american_scientific_journal-1575	291	10	construction	construction	NOUN
american_scientific_journal-1575	291	11	firms	firm	NOUN
american_scientific_journal-1575	291	12	in	in	ADP
american_scientific_journal-1575	291	13	edo	edo	PROPN
american_scientific_journal-1575	291	14	state	state	PROPN
american_scientific_journal-1575	291	15	,	,	PUNCT
american_scientific_journal-1575	291	16	nigeria	nigeria	PROPN
american_scientific_journal-1575	291	17	,	,	PUNCT
american_scientific_journal-1575	291	18	”	"	PUNCT
american_scientific_journal-1575	291	19	american	american	ADJ
american_scientific_journal-1575	291	20	journal	journal	PROPN
american_scientific_journal-1575	291	21	of	of	ADP
american_scientific_journal-1575	291	22	engineering	engineering	PROPN
american_scientific_journal-1575	291	23	research	research	NOUN
american_scientific_journal-1575	291	24	.vol	.vol	NOUN
american_scientific_journal-1575	291	25	.	.	PUNCT
american_scientific_journal-1575	292	1	4	4	NUM
american_scientific_journal-1575	292	2	,	,	PUNCT
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american_scientific_journal-1575	292	4	-	-	PUNCT
american_scientific_journal-1575	292	5	167	167	NUM
american_scientific_journal-1575	292	6	,	,	PUNCT
american_scientific_journal-1575	292	7	2015	2015	NUM
american_scientific_journal-1575	292	8	.	.	PUNCT
american_scientific_journal-1575	293	1	[	[	X
american_scientific_journal-1575	293	2	12	12	NUM
american_scientific_journal-1575	293	3	]	]	X
american_scientific_journal-1575	293	4	s.	s.	PROPN
american_scientific_journal-1575	293	5	gopaul	gopaul	PROPN
american_scientific_journal-1575	293	6	.	.	PUNCT
american_scientific_journal-1575	294	1	“	"	PUNCT
american_scientific_journal-1575	294	2	feasibility	feasibility	NOUN
american_scientific_journal-1575	294	3	study	study	NOUN
american_scientific_journal-1575	294	4	for	for	ADP
american_scientific_journal-1575	294	5	a	a	DET
american_scientific_journal-1575	294	6	global	global	ADJ
american_scientific_journal-1575	294	7	business	business	NOUN
american_scientific_journal-1575	294	8	network	network	NOUN
american_scientific_journal-1575	294	9	on	on	ADP
american_scientific_journal-1575	294	10	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	294	11	,	,	PUNCT
american_scientific_journal-1575	294	12	”	"	PUNCT
american_scientific_journal-1575	294	13	geneva	geneva	PROPN
american_scientific_journal-1575	294	14	:	:	PUNCT
american_scientific_journal-1575	294	15	international	international	ADJ
american_scientific_journal-1575	294	16	labour	labour	PROPN
american_scientific_journal-1575	294	17	office	office	NOUN
american_scientific_journal-1575	294	18	,	,	PUNCT
american_scientific_journal-1575	294	19	2013	2013	NUM
american_scientific_journal-1575	294	20	,	,	PUNCT
american_scientific_journal-1575	294	21	pp	pp	ADP
american_scientific_journal-1575	294	22	1	1	NUM
american_scientific_journal-1575	294	23	-	-	SYM
american_scientific_journal-1575	294	24	55	55	NUM
american_scientific_journal-1575	294	25	.	.	PUNCT
american_scientific_journal-1575	295	1	[	[	X
american_scientific_journal-1575	295	2	13	13	NUM
american_scientific_journal-1575	295	3	]	]	PUNCT
american_scientific_journal-1575	295	4	s.	s.	PROPN
american_scientific_journal-1575	295	5	hilary	hilary	PROPN
american_scientific_journal-1575	295	6	.	.	PUNCT
american_scientific_journal-1575	296	1	“	"	PUNCT
american_scientific_journal-1575	296	2	overview	overview	NOUN
american_scientific_journal-1575	296	3	of	of	ADP
american_scientific_journal-1575	296	4	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	296	5	systems	system	NOUN
american_scientific_journal-1575	296	6	and	and	CCONJ
american_scientific_journal-1575	296	7	issues	issue	NOUN
american_scientific_journal-1575	296	8	;	;	PUNCT
american_scientific_journal-1575	296	9	contribution	contribution	NOUN
american_scientific_journal-1575	296	10	to	to	ADP
american_scientific_journal-1575	296	11	the	the	DET
american_scientific_journal-1575	296	12	g20	g20	PROPN
american_scientific_journal-1575	296	13	task	task	PROPN
american_scientific_journal-1575	296	14	force	force	NOUN
american_scientific_journal-1575	296	15	on	on	ADP
american_scientific_journal-1575	296	16	employment	employment	NOUN
american_scientific_journal-1575	296	17	,	,	PUNCT
american_scientific_journal-1575	296	18	”	"	PUNCT
american_scientific_journal-1575	296	19	international	international	ADJ
american_scientific_journal-1575	296	20	labour	labour	PROPN
american_scientific_journal-1575	296	21	office	office	PROPN
american_scientific_journal-1575	296	22	geneva	geneva	PROPN
american_scientific_journal-1575	296	23	:	:	PUNCT
american_scientific_journal-1575	296	24	ilo	ilo	PROPN
american_scientific_journal-1575	296	25	,	,	PUNCT
american_scientific_journal-1575	296	26	2012	2012	NUM
american_scientific_journal-1575	296	27	,	,	PUNCT
american_scientific_journal-1575	296	28	pp.1	pp.1	NOUN
american_scientific_journal-1575	296	29	-	-	PUNCT
american_scientific_journal-1575	296	30	27	27	NUM
american_scientific_journal-1575	296	31	.	.	PUNCT
american_scientific_journal-1575	297	1	[	[	X
american_scientific_journal-1575	297	2	14	14	NUM
american_scientific_journal-1575	297	3	]	]	X
american_scientific_journal-1575	297	4	r.	r.	PROPN
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american_scientific_journal-1575	297	6	.	.	PUNCT
american_scientific_journal-1575	298	1	“	"	PUNCT
american_scientific_journal-1575	298	2	skill	skill	NOUN
american_scientific_journal-1575	298	3	development	development	NOUN
american_scientific_journal-1575	298	4	in	in	ADP
american_scientific_journal-1575	298	5	middle	middle	ADJ
american_scientific_journal-1575	298	6	level	level	NOUN
american_scientific_journal-1575	298	7	occupations	occupation	NOUN
american_scientific_journal-1575	298	8	:	:	PUNCT
american_scientific_journal-1575	298	9	the	the	DET
american_scientific_journal-1575	298	10	role	role	NOUN
american_scientific_journal-1575	298	11	of	of	ADP
american_scientific_journal-1575	298	12	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	298	13	training	training	NOUN
american_scientific_journal-1575	298	14	,	,	PUNCT
american_scientific_journal-1575	298	15	”	"	PUNCT
american_scientific_journal-1575	298	16	german	german	ADJ
american_scientific_journal-1575	298	17	institute	institute	NOUN
american_scientific_journal-1575	298	18	for	for	ADP
american_scientific_journal-1575	298	19	study	study	NOUN
american_scientific_journal-1575	298	20	of	of	ADP
american_scientific_journal-1575	298	21	labour	labour	PROPN
american_scientific_journal-1575	298	22	(	(	PUNCT
american_scientific_journal-1575	298	23	iza	iza	PROPN
american_scientific_journal-1575	298	24	)	)	PUNCT
american_scientific_journal-1575	298	25	policy	policy	NOUN
american_scientific_journal-1575	298	26	paper	paper	NOUN
american_scientific_journal-1575	298	27	no.61	no.61	NOUN
american_scientific_journal-1575	298	28	,	,	PUNCT
american_scientific_journal-1575	298	29	2013	2013	NUM
american_scientific_journal-1575	298	30	pp	pp	NOUN
american_scientific_journal-1575	298	31	.	.	PUNCT
american_scientific_journal-1575	299	1	1	1	NUM
american_scientific_journal-1575	299	2	-	-	SYM
american_scientific_journal-1575	299	3	36	36	NUM
american_scientific_journal-1575	299	4	.	.	PUNCT
american_scientific_journal-1575	300	1	american	american	PROPN
american_scientific_journal-1575	300	2	scientific	scientific	ADJ
american_scientific_journal-1575	300	3	research	research	PROPN
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american_scientific_journal-1575	300	5	for	for	ADP
american_scientific_journal-1575	300	6	engineering	engineering	NOUN
american_scientific_journal-1575	300	7	,	,	PUNCT
american_scientific_journal-1575	300	8	technology	technology	NOUN
american_scientific_journal-1575	300	9	,	,	PUNCT
american_scientific_journal-1575	300	10	and	and	CCONJ
american_scientific_journal-1575	300	11	sciences	science	NOUN
american_scientific_journal-1575	300	12	(	(	PUNCT
american_scientific_journal-1575	300	13	asrjets	asrjet	NOUN
american_scientific_journal-1575	300	14	)	)	PUNCT
american_scientific_journal-1575	300	15	(	(	PUNCT
american_scientific_journal-1575	300	16	2016	2016	NUM
american_scientific_journal-1575	300	17	)	)	PUNCT
american_scientific_journal-1575	300	18	volume	volume	NOUN
american_scientific_journal-1575	300	19	18	18	NUM
american_scientific_journal-1575	300	20	,	,	PUNCT
american_scientific_journal-1575	300	21	no	no	DET
american_scientific_journal-1575	300	22	1	1	NUM
american_scientific_journal-1575	300	23	,	,	PUNCT
american_scientific_journal-1575	300	24	pp	pp	ADV
american_scientific_journal-1575	300	25	235	235	NUM
american_scientific_journal-1575	300	26	-	-	SYM
american_scientific_journal-1575	300	27	251	251	NUM
american_scientific_journal-1575	300	28	250	250	NUM
american_scientific_journal-1575	300	29	[	[	SYM
american_scientific_journal-1575	300	30	15	15	NUM
american_scientific_journal-1575	300	31	]	]	X
american_scientific_journal-1575	300	32	n.	n.	NOUN
american_scientific_journal-1575	300	33	aivazova	aivazova	PROPN
american_scientific_journal-1575	300	34	.	.	PUNCT
american_scientific_journal-1575	301	1	“	"	PUNCT
american_scientific_journal-1575	301	2	role	role	NOUN
american_scientific_journal-1575	301	3	of	of	ADP
american_scientific_journal-1575	301	4	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	301	5	of	of	ADP
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american_scientific_journal-1575	301	7	youth	youth	NOUN
american_scientific_journal-1575	301	8	un	un	PROPN
american_scientific_journal-1575	301	9	employment	employment	PROPN
american_scientific_journal-1575	301	10	in	in	ADP
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american_scientific_journal-1575	301	12	and	and	CCONJ
american_scientific_journal-1575	301	13	united	united	PROPN
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american_scientific_journal-1575	301	15	,	,	PUNCT
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american_scientific_journal-1575	301	17	peterson	peterson	PROPN
american_scientific_journal-1575	301	18	institute	institute	PROPN
american_scientific_journal-1575	301	19	for	for	ADP
american_scientific_journal-1575	301	20	international	international	ADJ
american_scientific_journal-1575	301	21	economics	economic	NOUN
american_scientific_journal-1575	301	22	,	,	PUNCT
american_scientific_journal-1575	301	23	washington	washington	PROPN
american_scientific_journal-1575	301	24	dc	dc	PROPN
american_scientific_journal-1575	301	25	,	,	PUNCT
american_scientific_journal-1575	301	26	pp	pp	ADP
american_scientific_journal-1575	301	27	13	13	NUM
american_scientific_journal-1575	301	28	-	-	SYM
american_scientific_journal-1575	301	29	20	20	NUM
american_scientific_journal-1575	301	30	,	,	PUNCT
american_scientific_journal-1575	301	31	aug	aug	PROPN
american_scientific_journal-1575	301	32	.	.	PROPN
american_scientific_journal-1575	301	33	2013	2013	NUM
american_scientific_journal-1575	301	34	.	.	PUNCT
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american_scientific_journal-1575	302	7	,	,	PUNCT
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american_scientific_journal-1575	302	10	,	,	PUNCT
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american_scientific_journal-1575	302	12	.	.	PUNCT
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american_scientific_journal-1575	302	14	,	,	PUNCT
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american_scientific_journal-1575	302	17	-	-	PUNCT
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american_scientific_journal-1575	302	22	.	.	PUNCT
american_scientific_journal-1575	303	1	“	"	PUNCT
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american_scientific_journal-1575	303	3	skills	skill	NOUN
american_scientific_journal-1575	303	4	requirements	requirement	NOUN
american_scientific_journal-1575	303	5	issues	issue	NOUN
american_scientific_journal-1575	303	6	,	,	PUNCT
american_scientific_journal-1575	303	7	”	"	PUNCT
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american_scientific_journal-1575	303	14	,	,	PUNCT
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american_scientific_journal-1575	303	16	of	of	ADP
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american_scientific_journal-1575	303	20	of	of	ADP
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american_scientific_journal-1575	303	22	and	and	CCONJ
american_scientific_journal-1575	303	23	building	building	NOUN
american_scientific_journal-1575	303	24	engineering	engineering	NOUN
american_scientific_journal-1575	303	25	,	,	PUNCT
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american_scientific_journal-1575	303	27	,	,	PUNCT
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american_scientific_journal-1575	303	29	,	,	PUNCT
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american_scientific_journal-1575	303	31	.	.	PUNCT
american_scientific_journal-1575	304	1	69	69	NUM
american_scientific_journal-1575	304	2	-	-	SYM
american_scientific_journal-1575	304	3	76	76	NUM
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american_scientific_journal-1575	305	4	j.w	j.w	PROPN
american_scientific_journal-1575	305	5	.	.	PROPN
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american_scientific_journal-1575	305	7	.	.	PUNCT
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american_scientific_journal-1575	306	2	and	and	CCONJ
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american_scientific_journal-1575	306	8	,	,	PUNCT
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american_scientific_journal-1575	306	11	.	.	PUNCT
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american_scientific_journal-1575	307	2	:	:	PUNCT
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american_scientific_journal-1575	307	5	,	,	PUNCT
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american_scientific_journal-1575	307	7	,	,	PUNCT
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american_scientific_journal-1575	307	10	-	-	SYM
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american_scientific_journal-1575	308	6	.	.	PUNCT
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american_scientific_journal-1575	309	4	;	;	PUNCT
american_scientific_journal-1575	309	5	london	london	PROPN
american_scientific_journal-1575	309	6	and	and	CCONJ
american_scientific_journal-1575	309	7	new	new	PROPN
american_scientific_journal-1575	309	8	york	york	PROPN
american_scientific_journal-1575	309	9	:	:	PUNCT
american_scientific_journal-1575	309	10	taylor	taylor	PROPN
american_scientific_journal-1575	309	11	and	and	CCONJ
american_scientific_journal-1575	309	12	francis	francis	PROPN
american_scientific_journal-1575	309	13	group	group	PROPN
american_scientific_journal-1575	309	14	,	,	PUNCT
american_scientific_journal-1575	309	15	2011	2011	NUM
american_scientific_journal-1575	309	16	,	,	PUNCT
american_scientific_journal-1575	309	17	pp	pp	ADJ
american_scientific_journal-1575	309	18	.	.	PUNCT
american_scientific_journal-1575	310	1	16	16	NUM
american_scientific_journal-1575	310	2	-	-	SYM
american_scientific_journal-1575	310	3	205	205	NUM
american_scientific_journal-1575	310	4	.	.	PUNCT
american_scientific_journal-1575	311	1	[	[	X
american_scientific_journal-1575	311	2	19	19	NUM
american_scientific_journal-1575	311	3	]	]	PUNCT
american_scientific_journal-1575	311	4	k.	k.	PROPN
american_scientific_journal-1575	311	5	rao	rao	PROPN
american_scientific_journal-1575	311	6	visweswara	visweswara	PROPN
american_scientific_journal-1575	311	7	.	.	PUNCT
american_scientific_journal-1575	312	1	bio	bio	PROPN
american_scientific_journal-1575	312	2	-	-	NOUN
american_scientific_journal-1575	312	3	statistics	statistic	NOUN
american_scientific_journal-1575	312	4	;	;	PUNCT
american_scientific_journal-1575	312	5	a	a	DET
american_scientific_journal-1575	312	6	manual	manual	NOUN
american_scientific_journal-1575	312	7	of	of	ADP
american_scientific_journal-1575	312	8	methods	method	NOUN
american_scientific_journal-1575	312	9	for	for	ADP
american_scientific_journal-1575	312	10	use	use	NOUN
american_scientific_journal-1575	312	11	in	in	ADP
american_scientific_journal-1575	312	12	nutrition	nutrition	NOUN
american_scientific_journal-1575	312	13	and	and	CCONJ
american_scientific_journal-1575	312	14	anthropology	anthropology	NOUN
american_scientific_journal-1575	312	15	.	.	PUNCT
american_scientific_journal-1575	313	1	[	[	X
american_scientific_journal-1575	313	2	20	20	NUM
american_scientific_journal-1575	313	3	]	]	X
american_scientific_journal-1575	313	4	national	national	PROPN
american_scientific_journal-1575	313	5	council	council	PROPN
american_scientific_journal-1575	313	6	for	for	ADP
american_scientific_journal-1575	313	7	construction	construction	NOUN
american_scientific_journal-1575	313	8	,	,	PUNCT
american_scientific_journal-1575	313	9	“	"	PUNCT
american_scientific_journal-1575	313	10	the	the	DET
american_scientific_journal-1575	313	11	annual	annual	ADJ
american_scientific_journal-1575	313	12	report	report	NOUN
american_scientific_journal-1575	313	13	”	"	PUNCT
american_scientific_journal-1575	313	14	2014	2014	NUM
american_scientific_journal-1575	313	15	.	.	PUNCT
american_scientific_journal-1575	314	1	[	[	X
american_scientific_journal-1575	314	2	21	21	NUM
american_scientific_journal-1575	314	3	]	]	X
american_scientific_journal-1575	314	4	a.r	a.r	PROPN
american_scientific_journal-1575	314	5	hamid	hamid	PROPN
american_scientific_journal-1575	314	6	,	,	PUNCT
american_scientific_journal-1575	314	7	b.s	b.s	PROPN
american_scientific_journal-1575	314	8	besawa	besawa	PROPN
american_scientific_journal-1575	314	9	,	,	PUNCT
american_scientific_journal-1575	314	10	j	j	PROPN
american_scientific_journal-1575	314	11	singh	singh	PROPN
american_scientific_journal-1575	314	12	,	,	PUNCT
american_scientific_journal-1575	314	13	and	and	CCONJ
american_scientific_journal-1575	314	14	m.s	m.s	PROPN
american_scientific_journal-1575	314	15	.	.	PROPN
american_scientific_journal-1575	314	16	mazlan	mazlan	PROPN
american_scientific_journal-1575	314	17	.	.	PUNCT
american_scientific_journal-1575	314	18	”	"	PUNCT
american_scientific_journal-1575	315	1	the	the	DET
american_scientific_journal-1575	315	2	construction	construction	NOUN
american_scientific_journal-1575	315	3	labour	labour	NOUN
american_scientific_journal-1575	315	4	shortage	shortage	NOUN
american_scientific_journal-1575	315	5	at	at	ADP
american_scientific_journal-1575	315	6	construction	construction	NOUN
american_scientific_journal-1575	315	7	projects	project	NOUN
american_scientific_journal-1575	315	8	in	in	ADP
american_scientific_journal-1575	315	9	malaysia	malaysia	PROPN
american_scientific_journal-1575	315	10	,	,	PUNCT
american_scientific_journal-1575	315	11	”	"	PUNCT
american_scientific_journal-1575	315	12	international	international	ADJ
american_scientific_journal-1575	315	13	journal	journal	NOUN
american_scientific_journal-1575	315	14	of	of	ADP
american_scientific_journal-1575	315	15	research	research	NOUN
american_scientific_journal-1575	315	16	in	in	ADP
american_scientific_journal-1575	315	17	engineering	engineering	NOUN
american_scientific_journal-1575	315	18	and	and	CCONJ
american_scientific_journal-1575	315	19	technology	technology	NOUN
american_scientific_journal-1575	315	20	,	,	PUNCT
american_scientific_journal-1575	315	21	vol	vol	NOUN
american_scientific_journal-1575	315	22	.	.	PROPN
american_scientific_journal-1575	315	23	2	2	NUM
american_scientific_journal-1575	315	24	,	,	PUNCT
american_scientific_journal-1575	315	25	pp	pp	ADV
american_scientific_journal-1575	315	26	508	508	NUM
american_scientific_journal-1575	315	27	-	-	SYM
american_scientific_journal-1575	315	28	512	512	NUM
american_scientific_journal-1575	315	29	,	,	PUNCT
american_scientific_journal-1575	315	30	oct	oct	PROPN
american_scientific_journal-1575	315	31	.	.	PROPN
american_scientific_journal-1575	315	32	2013	2013	NUM
american_scientific_journal-1575	316	1	[	[	X
american_scientific_journal-1575	316	2	22	22	NUM
american_scientific_journal-1575	316	3	]	]	X
american_scientific_journal-1575	316	4	h.p	h.p	PROPN
american_scientific_journal-1575	316	5	adi	adi	PROPN
american_scientific_journal-1575	316	6	and	and	CCONJ
american_scientific_journal-1575	316	7	m.f	m.f	PROPN
american_scientific_journal-1575	316	8	ni’am	ni’am	PROPN
american_scientific_journal-1575	316	9	.	.	PUNCT
american_scientific_journal-1575	317	1	“	"	PUNCT
american_scientific_journal-1575	317	2	improving	improve	VERB
american_scientific_journal-1575	317	3	skills	skill	NOUN
american_scientific_journal-1575	317	4	strategies	strategy	NOUN
american_scientific_journal-1575	317	5	of	of	ADP
american_scientific_journal-1575	317	6	indonesian	indonesian	ADJ
american_scientific_journal-1575	317	7	construction	construction	NOUN
american_scientific_journal-1575	317	8	labours	labour	NOUN
american_scientific_journal-1575	317	9	to	to	PART
american_scientific_journal-1575	317	10	have	have	VERB
american_scientific_journal-1575	317	11	global	global	ADJ
american_scientific_journal-1575	317	12	competitiveness	competitiveness	NOUN
american_scientific_journal-1575	317	13	.	.	PUNCT
american_scientific_journal-1575	317	14	”	"	PUNCT
american_scientific_journal-1575	318	1	international	international	ADJ
american_scientific_journal-1575	318	2	journal	journal	NOUN
american_scientific_journal-1575	318	3	of	of	ADP
american_scientific_journal-1575	318	4	civil	civil	ADJ
american_scientific_journal-1575	318	5	and	and	CCONJ
american_scientific_journal-1575	318	6	structural	structural	ADJ
american_scientific_journal-1575	318	7	engineering	engineering	NOUN
american_scientific_journal-1575	318	8	,	,	PUNCT
american_scientific_journal-1575	318	9	vol	vol	NOUN
american_scientific_journal-1575	318	10	.	.	PROPN
american_scientific_journal-1575	319	1	3	3	NUM
american_scientific_journal-1575	319	2	,	,	PUNCT
american_scientific_journal-1575	319	3	pp	pp	ADJ
american_scientific_journal-1575	319	4	.	.	PUNCT
american_scientific_journal-1575	320	1	150	150	NUM
american_scientific_journal-1575	320	2	-	-	SYM
american_scientific_journal-1575	320	3	157	157	NUM
american_scientific_journal-1575	320	4	,	,	PUNCT
american_scientific_journal-1575	320	5	aug	aug	PROPN
american_scientific_journal-1575	320	6	.	.	PROPN
american_scientific_journal-1575	320	7	2012	2012	NUM
american_scientific_journal-1575	320	8	.	.	PUNCT
american_scientific_journal-1575	321	1	[	[	X
american_scientific_journal-1575	321	2	23	23	NUM
american_scientific_journal-1575	321	3	]	]	X
american_scientific_journal-1575	321	4	a.d	a.d	PROPN
american_scientific_journal-1575	321	5	.	.	PROPN
american_scientific_journal-1575	321	6	mateus	mateus	PROPN
american_scientific_journal-1575	321	7	,	,	PUNCT
american_scientific_journal-1575	321	8	c.	c.	PROPN
american_scientific_journal-1575	321	9	allen	allen	PROPN
american_scientific_journal-1575	321	10	-	-	PUNCT
american_scientific_journal-1575	321	11	ile	ile	PROPN
american_scientific_journal-1575	321	12	,	,	PUNCT
american_scientific_journal-1575	321	13	and	and	CCONJ
american_scientific_journal-1575	321	14	c.g	c.g	VERB
american_scientific_journal-1575	321	15	iwu	iwu	NOUN
american_scientific_journal-1575	321	16	.	.	PUNCT
american_scientific_journal-1575	322	1	“	"	PUNCT
american_scientific_journal-1575	322	2	skill	skill	NOUN
american_scientific_journal-1575	322	3	shortage	shortage	NOUN
american_scientific_journal-1575	322	4	in	in	ADP
american_scientific_journal-1575	322	5	south	south	PROPN
american_scientific_journal-1575	322	6	africa	africa	PROPN
american_scientific_journal-1575	322	7	,	,	PUNCT
american_scientific_journal-1575	322	8	”	"	PUNCT
american_scientific_journal-1575	322	9	mediterranean	mediterranean	PROPN
american_scientific_journal-1575	322	10	journal	journal	NOUN
american_scientific_journal-1575	322	11	of	of	ADP
american_scientific_journal-1575	322	12	social	social	ADJ
american_scientific_journal-1575	322	13	science	science	NOUN
american_scientific_journal-1575	322	14	,	,	PUNCT
american_scientific_journal-1575	322	15	vol	vol	NOUN
american_scientific_journal-1575	322	16	.	.	PROPN
american_scientific_journal-1575	322	17	5	5	NUM
american_scientific_journal-1575	322	18	,	,	PUNCT
american_scientific_journal-1575	322	19	pp	pp	ADJ
american_scientific_journal-1575	322	20	.	.	PUNCT
american_scientific_journal-1575	323	1	63	63	NUM
american_scientific_journal-1575	323	2	-	-	SYM
american_scientific_journal-1575	323	3	73	73	NUM
american_scientific_journal-1575	323	4	.	.	PUNCT
american_scientific_journal-1575	324	1	apr	apr	PROPN
american_scientific_journal-1575	324	2	.	.	PROPN
american_scientific_journal-1575	324	3	2014	2014	NUM
american_scientific_journal-1575	324	4	.	.	PUNCT
american_scientific_journal-1575	325	1	[	[	X
american_scientific_journal-1575	325	2	24	24	NUM
american_scientific_journal-1575	325	3	]	]	X
american_scientific_journal-1575	325	4	a.m	a.m	PROPN
american_scientific_journal-1575	325	5	dante	dante	PROPN
american_scientific_journal-1575	325	6	and	and	CCONJ
american_scientific_journal-1575	325	7	d	d	PROPN
american_scientific_journal-1575	325	8	ignacio	ignacio	PROPN
american_scientific_journal-1575	325	9	.	.	PUNCT
american_scientific_journal-1575	326	1	“	"	PUNCT
american_scientific_journal-1575	326	2	learning	learn	VERB
american_scientific_journal-1575	326	3	model	model	NOUN
american_scientific_journal-1575	326	4	and	and	CCONJ
american_scientific_journal-1575	326	5	competences	competence	NOUN
american_scientific_journal-1575	326	6	certification	certification	NOUN
american_scientific_journal-1575	326	7	in	in	ADP
american_scientific_journal-1575	326	8	the	the	DET
american_scientific_journal-1575	326	9	project	project	NOUN
american_scientific_journal-1575	326	10	management	management	NOUN
american_scientific_journal-1575	326	11	scope	scope	NOUN
american_scientific_journal-1575	326	12	:	:	PUNCT
american_scientific_journal-1575	326	13	an	an	DET
american_scientific_journal-1575	326	14	empirical	empirical	ADJ
american_scientific_journal-1575	326	15	application	application	NOUN
american_scientific_journal-1575	326	16	in	in	ADP
american_scientific_journal-1575	326	17	a	a	DET
american_scientific_journal-1575	326	18	sustainable	sustainable	ADJ
american_scientific_journal-1575	326	19	development	development	NOUN
american_scientific_journal-1575	326	20	context	context	NOUN
american_scientific_journal-1575	326	21	guerrero	guerrero	PROPN
american_scientific_journal-1575	326	22	,	,	PUNCT
american_scientific_journal-1575	326	23	”	"	PUNCT
american_scientific_journal-1575	326	24	journal	journal	NOUN
american_scientific_journal-1575	326	25	of	of	ADP
american_scientific_journal-1575	326	26	social	social	ADJ
american_scientific_journal-1575	326	27	and	and	CCONJ
american_scientific_journal-1575	326	28	behaviour	behaviour	NOUN
american_scientific_journal-1575	326	29	science	science	NOUN
american_scientific_journal-1575	326	30	,	,	PUNCT
american_scientific_journal-1575	326	31	,	,	PUNCT
american_scientific_journal-1575	326	32	vol	vol	NOUN
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american_scientific_journal-1575	326	34	46	46	NUM
american_scientific_journal-1575	326	35	,	,	PUNCT
american_scientific_journal-1575	326	36	pp	pp	ADP
american_scientific_journal-1575	326	37	1297	1297	NUM
american_scientific_journal-1575	326	38	-	-	SYM
american_scientific_journal-1575	326	39	1305	1305	NUM
american_scientific_journal-1575	326	40	.	.	PUNCT
american_scientific_journal-1575	326	41	2012	2012	NUM
american_scientific_journal-1575	326	42	.	.	PUNCT
american_scientific_journal-1575	327	1	[	[	X
american_scientific_journal-1575	327	2	25	25	NUM
american_scientific_journal-1575	327	3	]	]	X
american_scientific_journal-1575	327	4	k.t	k.t	PROPN
american_scientific_journal-1575	327	5	odusami	odusami	NOUN
american_scientific_journal-1575	327	6	.	.	PUNCT
american_scientific_journal-1575	328	1	“	"	PUNCT
american_scientific_journal-1575	328	2	perception	perception	NOUN
american_scientific_journal-1575	328	3	of	of	ADP
american_scientific_journal-1575	328	4	construction	construction	NOUN
american_scientific_journal-1575	328	5	professional	professional	ADJ
american_scientific_journal-1575	328	6	concerning	concern	VERB
american_scientific_journal-1575	328	7	important	important	ADJ
american_scientific_journal-1575	328	8	skills	skill	NOUN
american_scientific_journal-1575	328	9	of	of	ADP
american_scientific_journal-1575	328	10	effective	effective	ADJ
american_scientific_journal-1575	328	11	project	project	NOUN
american_scientific_journal-1575	328	12	leaders	leader	NOUN
american_scientific_journal-1575	328	13	,	,	PUNCT
american_scientific_journal-1575	328	14	”	"	PUNCT
american_scientific_journal-1575	328	15	journal	journal	NOUN
american_scientific_journal-1575	328	16	of	of	ADP
american_scientific_journal-1575	328	17	management	management	NOUN
american_scientific_journal-1575	328	18	engineering	engineering	NOUN
american_scientific_journal-1575	328	19	,	,	PUNCT
american_scientific_journal-1575	328	20	vol	vol	NOUN
american_scientific_journal-1575	328	21	.	.	PROPN
american_scientific_journal-1575	328	22	18	18	NUM
american_scientific_journal-1575	328	23	,	,	PUNCT
american_scientific_journal-1575	328	24	pp	pp	ADJ
american_scientific_journal-1575	328	25	.	.	PUNCT
american_scientific_journal-1575	328	26	6166	6166	NUM
american_scientific_journal-1575	328	27	.	.	PUNCT
american_scientific_journal-1575	329	1	2002	2002	NUM
american_scientific_journal-1575	329	2	.	.	PUNCT
american_scientific_journal-1575	330	1	[	[	X
american_scientific_journal-1575	330	2	26	26	NUM
american_scientific_journal-1575	330	3	]	]	PUNCT
american_scientific_journal-1575	330	4	p.	p.	NOUN
american_scientific_journal-1575	330	5	farrell	farrell	PROPN
american_scientific_journal-1575	330	6	and	and	CCONJ
american_scientific_journal-1575	330	7	a.	a.	NOUN
american_scientific_journal-1575	330	8	gale	gale	PROPN
american_scientific_journal-1575	330	9	.	.	PUNCT
american_scientific_journal-1575	331	1	“	"	PUNCT
american_scientific_journal-1575	331	2	career	career	NOUN
american_scientific_journal-1575	331	3	progression	progression	NOUN
american_scientific_journal-1575	331	4	path	path	NOUN
american_scientific_journal-1575	331	5	as	as	ADP
american_scientific_journal-1575	331	6	a	a	DET
american_scientific_journal-1575	331	7	determinant	determinant	NOUN
american_scientific_journal-1575	331	8	of	of	ADP
american_scientific_journal-1575	331	9	site	site	NOUN
american_scientific_journal-1575	331	10	manager	manager	NOUN
american_scientific_journal-1575	331	11	skills	skill	NOUN
american_scientific_journal-1575	331	12	.	.	PUNCT
american_scientific_journal-1575	332	1	in	in	ADP
american_scientific_journal-1575	332	2	greenwood	greenwood	PROPN
american_scientific_journal-1575	332	3	,	,	PUNCT
american_scientific_journal-1575	332	4	”	"	PUNCT
american_scientific_journal-1575	332	5	,	,	PUNCT
american_scientific_journal-1575	332	6	d.j	d.j	PROPN
american_scientific_journal-1575	332	7	.	.	PROPN
american_scientific_journal-1575	332	8	(	(	PUNCT
american_scientific_journal-1575	332	9	ed	ed	NOUN
american_scientific_journal-1575	332	10	.	.	PUNCT
american_scientific_journal-1575	332	11	)	)	PUNCT
american_scientific_journal-1575	332	12	.	.	PUNCT
american_scientific_journal-1575	333	1	19th	19th	ADJ
american_scientific_journal-1575	333	2	annual	annual	ADJ
american_scientific_journal-1575	333	3	arcom	arcom	NOUN
american_scientific_journal-1575	333	4	conference	conference	PROPN
american_scientific_journal-1575	333	5	,	,	PUNCT
american_scientific_journal-1575	333	6	3–5	3–5	PROPN
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american_scientific_journal-1575	333	8	2003	2003	NUM
american_scientific_journal-1575	333	9	.	.	PUNCT
american_scientific_journal-1575	334	1	association	association	NOUN
american_scientific_journal-1575	334	2	of	of	ADP
american_scientific_journal-1575	334	3	researchers	researcher	NOUN
american_scientific_journal-1575	334	4	in	in	ADP
american_scientific_journal-1575	334	5	construction	construction	NOUN
american_scientific_journal-1575	334	6	management	management	NOUN
american_scientific_journal-1575	334	7	,	,	PUNCT
american_scientific_journal-1575	334	8	2003	2003	NUM
american_scientific_journal-1575	334	9	,	,	PUNCT
american_scientific_journal-1575	334	10	pp	pp	ADP
american_scientific_journal-1575	334	11	1,183	1,183	NUM
american_scientific_journal-1575	334	12	–	–	PUNCT
american_scientific_journal-1575	334	13	1192	1192	NUM
american_scientific_journal-1575	334	14	.	.	PUNCT
american_scientific_journal-1575	335	1	[	[	X
american_scientific_journal-1575	335	2	27	27	NUM
american_scientific_journal-1575	335	3	]	]	X
american_scientific_journal-1575	335	4	b.	b.	PROPN
american_scientific_journal-1575	335	5	g.	g.	PROPN
american_scientific_journal-1575	335	6	hicksona	hicksona	PROPN
american_scientific_journal-1575	335	7	and	and	CCONJ
american_scientific_journal-1575	335	8	a.l	a.l	PROPN
american_scientific_journal-1575	335	9	ellis	ellis	PROPN
american_scientific_journal-1575	335	10	.	.	PUNCT
american_scientific_journal-1575	336	1	“	"	PUNCT
american_scientific_journal-1575	336	2	factors	factor	NOUN
american_scientific_journal-1575	336	3	affecting	affect	VERB
american_scientific_journal-1575	336	4	construction	construction	NOUN
american_scientific_journal-1575	336	5	labour	labour	NOUN
american_scientific_journal-1575	336	6	productivity	productivity	NOUN
american_scientific_journal-1575	336	7	in	in	ADP
american_scientific_journal-1575	336	8	trinidad	trinidad	PROPN
american_scientific_journal-1575	336	9	and	and	CCONJ
american_scientific_journal-1575	336	10	tobago	tobago	PROPN
american_scientific_journal-1575	336	11	,	,	PUNCT
american_scientific_journal-1575	336	12	”	"	PUNCT
american_scientific_journal-1575	336	13	the	the	DET
american_scientific_journal-1575	336	14	journal	journal	NOUN
american_scientific_journal-1575	336	15	of	of	ADP
american_scientific_journal-1575	336	16	the	the	DET
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american_scientific_journal-1575	336	18	of	of	ADP
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american_scientific_journal-1575	336	21	of	of	ADP
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american_scientific_journal-1575	336	23	and	and	CCONJ
american_scientific_journal-1575	336	24	tobago	tobago	PROPN
american_scientific_journal-1575	336	25	,	,	PUNCT
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american_scientific_journal-1575	336	27	,	,	PUNCT
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american_scientific_journal-1575	336	29	.	.	PUNCT
american_scientific_journal-1575	337	1	4	4	NUM
american_scientific_journal-1575	337	2	-	-	SYM
american_scientific_journal-1575	337	3	11	11	NUM
american_scientific_journal-1575	337	4	.	.	PUNCT
american_scientific_journal-1575	338	1	apr	apr	NOUN
american_scientific_journal-1575	338	2	.	.	PROPN
american_scientific_journal-1575	338	3	2014	2014	NUM
american_scientific_journal-1575	338	4	.	.	PUNCT
american_scientific_journal-1575	339	1	american	american	ADJ
american_scientific_journal-1575	339	2	scientific	scientific	ADJ
american_scientific_journal-1575	339	3	research	research	PROPN
american_scientific_journal-1575	339	4	journal	journal	NOUN
american_scientific_journal-1575	339	5	for	for	ADP
american_scientific_journal-1575	339	6	engineering	engineering	NOUN
american_scientific_journal-1575	339	7	,	,	PUNCT
american_scientific_journal-1575	339	8	technology	technology	NOUN
american_scientific_journal-1575	339	9	,	,	PUNCT
american_scientific_journal-1575	339	10	and	and	CCONJ
american_scientific_journal-1575	339	11	sciences	science	NOUN
american_scientific_journal-1575	339	12	(	(	PUNCT
american_scientific_journal-1575	339	13	asrjets	asrjet	NOUN
american_scientific_journal-1575	339	14	)	)	PUNCT
american_scientific_journal-1575	339	15	(	(	PUNCT
american_scientific_journal-1575	339	16	2016	2016	NUM
american_scientific_journal-1575	339	17	)	)	PUNCT
american_scientific_journal-1575	339	18	volume	volume	NOUN
american_scientific_journal-1575	339	19	18	18	NUM
american_scientific_journal-1575	339	20	,	,	PUNCT
american_scientific_journal-1575	339	21	no	no	DET
american_scientific_journal-1575	339	22	1	1	NUM
american_scientific_journal-1575	339	23	,	,	PUNCT
american_scientific_journal-1575	339	24	pp	pp	ADV
american_scientific_journal-1575	339	25	235	235	NUM
american_scientific_journal-1575	339	26	-	-	SYM
american_scientific_journal-1575	339	27	251	251	NUM
american_scientific_journal-1575	339	28	251	251	NUM
american_scientific_journal-1575	339	29	[	[	X
american_scientific_journal-1575	339	30	28	28	NUM
american_scientific_journal-1575	339	31	]	]	PUNCT
american_scientific_journal-1575	339	32	a.	a.	NOUN
american_scientific_journal-1575	339	33	enshassi	enshassi	PROPN
american_scientific_journal-1575	339	34	,	,	PUNCT
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american_scientific_journal-1575	339	38	a	a	DET
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american_scientific_journal-1575	339	40	.”essential	.”essential	ADJ
american_scientific_journal-1575	339	41	skills	skill	NOUN
american_scientific_journal-1575	339	42	and	and	CCONJ
american_scientific_journal-1575	339	43	training	training	NOUN
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american_scientific_journal-1575	339	45	for	for	ADP
american_scientific_journal-1575	339	46	building	build	VERB
american_scientific_journal-1575	339	47	project	project	NOUN
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american_scientific_journal-1575	339	51	,	,	PUNCT
american_scientific_journal-1575	339	52	”	"	PUNCT
american_scientific_journal-1575	339	53	journal	journal	NOUN
american_scientific_journal-1575	339	54	of	of	ADP
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american_scientific_journal-1575	339	56	in	in	ADP
american_scientific_journal-1575	339	57	developing	develop	VERB
american_scientific_journal-1575	339	58	countries	country	NOUN
american_scientific_journal-1575	339	59	,	,	PUNCT
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american_scientific_journal-1575	339	61	.	.	PROPN
american_scientific_journal-1575	339	62	14	14	NUM
american_scientific_journal-1575	339	63	,	,	PUNCT
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american_scientific_journal-1575	339	65	.	.	PUNCT
american_scientific_journal-1575	340	1	31	31	NUM
american_scientific_journal-1575	340	2	-	-	SYM
american_scientific_journal-1575	340	3	49	49	NUM
american_scientific_journal-1575	340	4	,	,	PUNCT
american_scientific_journal-1575	340	5	2009	2009	NUM
american_scientific_journal-1575	340	6	.	.	PUNCT
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american_scientific_journal-1575	341	2	29	29	NUM
american_scientific_journal-1575	341	3	]	]	PUNCT
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american_scientific_journal-1575	341	6	.	.	PUNCT
american_scientific_journal-1575	342	1	a	a	PRON
american_scientific_journal-1575	342	2	,	,	PUNCT
american_scientific_journal-1575	342	3	c	c	PROPN
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american_scientific_journal-1575	343	1	and	and	CCONJ
american_scientific_journal-1575	343	2	a	a	DET
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american_scientific_journal-1575	343	4	.	.	PUNCT
american_scientific_journal-1575	344	1	“	"	PUNCT
american_scientific_journal-1575	344	2	a	a	DET
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american_scientific_journal-1575	344	4	of	of	ADP
american_scientific_journal-1575	344	5	informal	informal	ADJ
american_scientific_journal-1575	344	6	apprenticeship	apprenticeship	NOUN
american_scientific_journal-1575	344	7	in	in	ADP
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american_scientific_journal-1575	344	9	,	,	PUNCT
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american_scientific_journal-1575	344	11	sector	sector	NOUN
american_scientific_journal-1575	344	12	report	report	NOUN
american_scientific_journal-1575	344	13	no.9	no.9	PROPN
american_scientific_journal-1575	344	14	,	,	PUNCT
american_scientific_journal-1575	344	15	”	"	PUNCT
american_scientific_journal-1575	344	16	international	international	ADJ
american_scientific_journal-1575	344	17	labour	labour	NOUN
american_scientific_journal-1575	344	18	office	office	PROPN
american_scientific_journal-1575	344	19	(	(	PUNCT
american_scientific_journal-1575	344	20	ilo	ilo	PROPN
american_scientific_journal-1575	344	21	,	,	PUNCT
american_scientific_journal-1575	344	22	2010	2010	NUM
american_scientific_journal-1575	344	23	.	.	PUNCT
american_scientific_journal-1575	345	1	[	[	X
american_scientific_journal-1575	345	2	30	30	NUM
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american_scientific_journal-1575	346	1	“	"	PUNCT
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american_scientific_journal-1575	346	3	a	a	DET
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american_scientific_journal-1575	346	9	:	:	PUNCT
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american_scientific_journal-1575	346	13	of	of	ADP
american_scientific_journal-1575	346	14	national	national	ADJ
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american_scientific_journal-1575	346	16	systems	system	NOUN
american_scientific_journal-1575	346	17	,	,	PUNCT
american_scientific_journal-1575	346	18	”	"	PUNCT
american_scientific_journal-1575	346	19	ilo	ilo	PROPN
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american_scientific_journal-1575	346	21	world	world	PROPN
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american_scientific_journal-1575	346	23	,	,	PUNCT
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american_scientific_journal-1575	346	25	.	.	PUNCT
american_scientific_journal-1575	347	1	pp	pp	ADJ
american_scientific_journal-1575	347	2	.	.	PUNCT
american_scientific_journal-1575	348	1	1	1	NUM
american_scientific_journal-1575	348	2	-	-	SYM
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american_scientific_journal-1575	348	4	.	.	PUNCT
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american_scientific_journal-1575	349	2	31	31	NUM
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american_scientific_journal-1575	349	5	,	,	PUNCT
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american_scientific_journal-1575	349	9	.	.	PUNCT
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american_scientific_journal-1575	350	2	,	,	PUNCT
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american_scientific_journal-1575	350	8	,	,	PUNCT
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american_scientific_journal-1575	350	17	and	and	CCONJ
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american_scientific_journal-1575	350	20	,	,	PUNCT
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american_scientific_journal-1575	350	22	.	.	PUNCT
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american_scientific_journal-1575	351	6	-	-	PUNCT
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american_scientific_journal-1575	351	8	,	,	PUNCT
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american_scientific_journal-1575	352	8	:	:	PUNCT
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american_scientific_journal-1575	352	17	.	.	PUNCT
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american_scientific_journal-1575	353	7	,	,	PUNCT
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american_scientific_journal-1575	353	11	,	,	PUNCT
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american_scientific_journal-1575	353	14	-	-	PUNCT
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american_scientific_journal-1575	353	16	.	.	PUNCT
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american_scientific_journal-1575	354	3	.	.	PUNCT
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american_scientific_journal-1575	355	4	technical	technical	ADJ
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american_scientific_journal-1575	355	10	.	.	PUNCT
american_scientific_journal-1575	356	1	tevet	tevet	NOUN
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american_scientific_journal-1575	356	4	,	,	PUNCT
american_scientific_journal-1575	356	5	a	a	DET
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american_scientific_journal-1575	356	9	technical	technical	ADJ
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american_scientific_journal-1575	356	15	.	.	PUNCT
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american_scientific_journal-1575	357	2	:	:	PUNCT
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american_scientific_journal-1575	357	8	.	.	PUNCT
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american_scientific_journal-1575	358	2	.	.	PUNCT
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american_scientific_journal-1575	359	6	.	.	PUNCT
american_scientific_journal-1575	360	1	“	"	PUNCT
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american_scientific_journal-1575	360	6	,	,	PUNCT
american_scientific_journal-1575	360	7	”	"	PUNCT
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american_scientific_journal-1575	361	2	,	,	PUNCT
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american_scientific_journal-1575	361	4	-	-	PUNCT
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american_scientific_journal-1575	362	9	,	,	PUNCT
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american_scientific_journal-1575	363	6	:	:	PUNCT
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american_scientific_journal-1575	363	9	of	of	ADP
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american_scientific_journal-1575	363	11	-	-	PUNCT
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american_scientific_journal-1575	363	28	,	,	PUNCT
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american_scientific_journal-1575	364	2	-	-	SYM
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american_scientific_journal-1575	365	2	.	.	PUNCT
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american_scientific_journal-1575	368	6	1	1	NUM
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