id	sid	tid	token	lemma	pos
aps-45	1	1	australian	australian	ADJ
aps-45	1	2	population	population	NOUN
aps-45	1	3	studies	study	NOUN
aps-45	1	4	2019	2019	NUM
aps-45	1	5	|	|	ADV
aps-45	1	6	volume	volume	NOUN
aps-45	1	7	3	3	NUM
aps-45	1	8	|	|	NOUN
aps-45	1	9	issue	issue	VERB
aps-45	1	10	1	1	NUM
aps-45	1	11	|	|	NOUN
aps-45	1	12	pages	page	VERB
aps-45	1	13	30	30	NUM
aps-45	1	14	-	-	SYM
aps-45	1	15	39	39	NUM
aps-45	1	16	©	©	PROPN
aps-45	1	17	norman	norman	PROPN
aps-45	1	18	,	,	PUNCT
aps-45	1	19	berrie	berrie	PROPN
aps-45	1	20	&	&	CCONJ
aps-45	1	21	exeter	exeter	PROPN
aps-45	1	22	2019	2019	NUM
aps-45	1	23	.	.	PUNCT
aps-45	2	1	published	publish	VERB
aps-45	2	2	under	under	ADP
aps-45	2	3	the	the	DET
aps-45	2	4	creative	creative	ADJ
aps-45	2	5	commons	common	NOUN
aps-45	2	6	attribution	attribution	NOUN
aps-45	2	7	-	-	PUNCT
aps-45	2	8	noncommercial	noncommercial	ADJ
aps-45	2	9	licence	licence	NOUN
aps-45	2	10	3.0	3.0	NUM
aps-45	2	11	australia	australia	NOUN
aps-45	2	12	(	(	PUNCT
aps-45	2	13	cc	cc	NOUN
aps-45	2	14	by	by	ADP
aps-45	2	15	-	-	PUNCT
aps-45	2	16	nc	nc	PROPN
aps-45	2	17	3.0	3.0	NUM
aps-45	2	18	au	au	NOUN
aps-45	2	19	)	)	PUNCT
aps-45	2	20	.	.	PUNCT
aps-45	3	1	journal	journal	PROPN
aps-45	3	2	website	website	NOUN
aps-45	3	3	:	:	PUNCT
aps-45	3	4	www.australianpopulationstudies.org	www.australianpopulationstudies.org	PROPN
aps-45	3	5	introductory	introductory	ADJ
aps-45	3	6	guide	guide	NOUN
aps-45	3	7	calculating	calculate	VERB
aps-45	3	8	a	a	DET
aps-45	3	9	deprivation	deprivation	NOUN
aps-45	3	10	index	index	NOUN
aps-45	3	11	using	use	VERB
aps-45	3	12	census	census	NOUN
aps-45	3	13	data	data	PROPN
aps-45	3	14	paul	paul	PROPN
aps-45	3	15	norman	norman	PROPN
aps-45	3	16	*	*	PROPN
aps-45	3	17	university	university	PROPN
aps-45	3	18	of	of	ADP
aps-45	3	19	leeds	leeds	PROPN
aps-45	3	20	laurie	laurie	PROPN
aps-45	3	21	berrie	berrie	PROPN
aps-45	3	22	university	university	PROPN
aps-45	3	23	of	of	ADP
aps-45	3	24	leeds	leeds	PROPN
aps-45	3	25	daniel	daniel	PROPN
aps-45	3	26	j	j	PROPN
aps-45	3	27	exeter	exeter	PROPN
aps-45	3	28	university	university	PROPN
aps-45	3	29	of	of	ADP
aps-45	3	30	auckland	auckland	PROPN
aps-45	3	31	*	*	PUNCT
aps-45	3	32	corresponding	correspond	VERB
aps-45	3	33	author	author	NOUN
aps-45	3	34	.	.	PUNCT
aps-45	4	1	email	email	NOUN
aps-45	4	2	:	:	PUNCT
aps-45	4	3	p.d.norman@leeds.ac.uk	p.d.norman@leeds.ac.uk	NOUN
aps-45	4	4	.	.	PUNCT
aps-45	5	1	address	address	NOUN
aps-45	5	2	:	:	PUNCT
aps-45	5	3	school	school	NOUN
aps-45	5	4	of	of	ADP
aps-45	5	5	geography	geography	NOUN
aps-45	5	6	and	and	CCONJ
aps-45	5	7	leeds	leeds	PROPN
aps-45	5	8	institute	institute	PROPN
aps-45	5	9	for	for	ADP
aps-45	5	10	data	data	NOUN
aps-45	5	11	analytics	analytic	NOUN
aps-45	5	12	,	,	PUNCT
aps-45	5	13	university	university	NOUN
aps-45	5	14	of	of	ADP
aps-45	5	15	leeds	leed	NOUN
aps-45	5	16	,	,	PUNCT
aps-45	5	17	leeds	leed	NOUN
aps-45	5	18	ls2	ls2	PROPN
aps-45	5	19	9jt	9jt	PROPN
aps-45	5	20	,	,	PUNCT
aps-45	5	21	united	united	PROPN
aps-45	5	22	kingdom	kingdom	PROPN
aps-45	5	23	paper	paper	PROPN
aps-45	5	24	received	receive	VERB
aps-45	5	25	30	30	NUM
aps-45	5	26	october	october	NOUN
aps-45	5	27	2018	2018	NUM
aps-45	5	28	;	;	PUNCT
aps-45	5	29	accepted	accept	VERB
aps-45	5	30	4	4	NUM
aps-45	5	31	april	april	PROPN
aps-45	5	32	2019	2019	NUM
aps-45	5	33	;	;	PUNCT
aps-45	5	34	published	publish	VERB
aps-45	5	35	27	27	NUM
aps-45	5	36	may	may	PROPN
aps-45	5	37	2019	2019	NUM
aps-45	5	38	abstract	abstract	ADJ
aps-45	5	39	background	background	NOUN
aps-45	5	40	deprivation	deprivation	NOUN
aps-45	5	41	indexes	index	NOUN
aps-45	5	42	have	have	VERB
aps-45	5	43	widespread	widespread	ADJ
aps-45	5	44	use	use	NOUN
aps-45	5	45	in	in	ADP
aps-45	5	46	academic	academic	ADJ
aps-45	5	47	research	research	NOUN
aps-45	5	48	and	and	CCONJ
aps-45	5	49	in	in	ADP
aps-45	5	50	local	local	ADJ
aps-45	5	51	and	and	CCONJ
aps-45	5	52	national	national	ADJ
aps-45	5	53	government	government	NOUN
aps-45	5	54	applications	application	NOUN
aps-45	5	55	.	.	PUNCT
aps-45	6	1	it	it	PRON
aps-45	6	2	is	be	AUX
aps-45	6	3	useful	useful	ADJ
aps-45	6	4	for	for	SCONJ
aps-45	6	5	people	people	NOUN
aps-45	6	6	to	to	PART
aps-45	6	7	understand	understand	VERB
aps-45	6	8	their	their	PRON
aps-45	6	9	construction	construction	NOUN
aps-45	6	10	and	and	CCONJ
aps-45	6	11	to	to	PART
aps-45	6	12	be	be	AUX
aps-45	6	13	able	able	ADJ
aps-45	6	14	to	to	PART
aps-45	6	15	calculate	calculate	VERB
aps-45	6	16	their	their	PRON
aps-45	6	17	own	own	ADJ
aps-45	6	18	measures	measure	NOUN
aps-45	6	19	.	.	PUNCT
aps-45	7	1	aims	aim	VERB
aps-45	7	2	we	we	PRON
aps-45	7	3	provide	provide	VERB
aps-45	7	4	an	an	DET
aps-45	7	5	overview	overview	NOUN
aps-45	7	6	of	of	ADP
aps-45	7	7	the	the	DET
aps-45	7	8	background	background	NOUN
aps-45	7	9	to	to	PART
aps-45	7	10	area	area	VERB
aps-45	7	11	based	base	VERB
aps-45	7	12	deprivation	deprivation	NOUN
aps-45	7	13	measures	measure	NOUN
aps-45	7	14	.	.	PUNCT
aps-45	8	1	we	we	PRON
aps-45	8	2	detail	detail	VERB
aps-45	8	3	and	and	CCONJ
aps-45	8	4	explain	explain	VERB
aps-45	8	5	a	a	DET
aps-45	8	6	series	series	NOUN
aps-45	8	7	of	of	ADP
aps-45	8	8	steps	step	NOUN
aps-45	8	9	taken	take	VERB
aps-45	8	10	to	to	PART
aps-45	8	11	calculate	calculate	VERB
aps-45	8	12	a	a	DET
aps-45	8	13	deprivation	deprivation	NOUN
aps-45	8	14	index	index	NOUN
aps-45	8	15	for	for	ADP
aps-45	8	16	small	small	ADJ
aps-45	8	17	areas	area	NOUN
aps-45	8	18	in	in	ADP
aps-45	8	19	australia	australia	PROPN
aps-45	8	20	.	.	PUNCT
aps-45	9	1	data	datum	NOUN
aps-45	9	2	and	and	CCONJ
aps-45	9	3	methods	method	NOUN
aps-45	9	4	we	we	PRON
aps-45	9	5	use	use	VERB
aps-45	9	6	data	datum	NOUN
aps-45	9	7	from	from	ADP
aps-45	9	8	australia	australia	PROPN
aps-45	9	9	’s	’s	PART
aps-45	9	10	2016	2016	NUM
aps-45	9	11	census	census	NOUN
aps-45	9	12	of	of	ADP
aps-45	9	13	population	population	NOUN
aps-45	9	14	and	and	CCONJ
aps-45	9	15	housing	housing	NOUN
aps-45	9	16	for	for	ADP
aps-45	9	17	the	the	DET
aps-45	9	18	sa2	sa2	NOUN
aps-45	9	19	level	level	NOUN
aps-45	9	20	of	of	ADP
aps-45	9	21	geography	geography	NOUN
aps-45	9	22	.	.	PUNCT
aps-45	10	1	after	after	ADP
aps-45	10	2	defining	define	VERB
aps-45	10	3	the	the	DET
aps-45	10	4	set	set	NOUN
aps-45	10	5	of	of	ADP
aps-45	10	6	variables	variable	NOUN
aps-45	10	7	used	use	VERB
aps-45	10	8	as	as	ADP
aps-45	10	9	inputs	input	NOUN
aps-45	10	10	,	,	PUNCT
aps-45	10	11	we	we	PRON
aps-45	10	12	emulate	emulate	VERB
aps-45	10	13	the	the	DET
aps-45	10	14	steps	step	NOUN
aps-45	10	15	taken	take	VERB
aps-45	10	16	to	to	PART
aps-45	10	17	calculate	calculate	VERB
aps-45	10	18	other	other	ADJ
aps-45	10	19	census	census	NOUN
aps-45	10	20	based	base	VERB
aps-45	10	21	deprivation	deprivation	NOUN
aps-45	10	22	indexes	index	NOUN
aps-45	10	23	.	.	PUNCT
aps-45	11	1	results	result	VERB
aps-45	11	2	the	the	DET
aps-45	11	3	resulting	result	VERB
aps-45	11	4	scheme	scheme	NOUN
aps-45	11	5	correlates	correlate	VERB
aps-45	11	6	closely	closely	ADV
aps-45	11	7	with	with	ADP
aps-45	11	8	an	an	DET
aps-45	11	9	official	official	NOUN
aps-45	11	10	,	,	PUNCT
aps-45	11	11	but	but	CCONJ
aps-45	11	12	more	more	ADV
aps-45	11	13	sophisticated	sophisticated	ADJ
aps-45	11	14	deprivation	deprivation	NOUN
aps-45	11	15	measure	measure	NOUN
aps-45	11	16	,	,	PUNCT
aps-45	11	17	suggesting	suggest	VERB
aps-45	11	18	that	that	SCONJ
aps-45	11	19	simple	simple	ADJ
aps-45	11	20	schemes	scheme	NOUN
aps-45	11	21	have	have	VERB
aps-45	11	22	utility	utility	NOUN
aps-45	11	23	.	.	PUNCT
aps-45	12	1	conclusions	conclusion	NOUN
aps-45	12	2	there	there	PRON
aps-45	12	3	are	be	VERB
aps-45	12	4	choices	choice	NOUN
aps-45	12	5	to	to	PART
aps-45	12	6	be	be	AUX
aps-45	12	7	made	make	VERB
aps-45	12	8	for	for	ADP
aps-45	12	9	input	input	NOUN
aps-45	12	10	variables	variable	NOUN
aps-45	12	11	and	and	CCONJ
aps-45	12	12	for	for	ADP
aps-45	12	13	some	some	PRON
aps-45	12	14	of	of	ADP
aps-45	12	15	the	the	DET
aps-45	12	16	detail	detail	NOUN
aps-45	12	17	of	of	ADP
aps-45	12	18	the	the	DET
aps-45	12	19	calculations	calculation	NOUN
aps-45	12	20	.	.	PUNCT
aps-45	13	1	researchers	researcher	NOUN
aps-45	13	2	can	can	AUX
aps-45	13	3	follow	follow	VERB
aps-45	13	4	the	the	DET
aps-45	13	5	steps	step	NOUN
aps-45	13	6	we	we	PRON
aps-45	13	7	describe	describe	VERB
aps-45	13	8	to	to	PART
aps-45	13	9	develop	develop	VERB
aps-45	13	10	their	their	PRON
aps-45	13	11	own	own	ADJ
aps-45	13	12	measures	measure	NOUN
aps-45	13	13	.	.	PUNCT
aps-45	14	1	key	key	ADJ
aps-45	14	2	words	word	NOUN
aps-45	14	3	area	area	NOUN
aps-45	14	4	deprivation	deprivation	NOUN
aps-45	14	5	;	;	PUNCT
aps-45	14	6	composite	composite	ADJ
aps-45	14	7	measures	measure	NOUN
aps-45	14	8	;	;	PUNCT
aps-45	14	9	small	small	ADJ
aps-45	14	10	areas	area	NOUN
aps-45	14	11	;	;	PUNCT
aps-45	14	12	census	census	NOUN
aps-45	14	13	http://www.australianpopulationstudies.org/	http://www.australianpopulationstudies.org/	NOUN
aps-45	15	1	mailto:p.d.norman@leeds.ac.uk	mailto:p.d.norman@leeds.ac.uk	PROPN
aps-45	15	2	australian	australian	ADJ
aps-45	15	3	population	population	NOUN
aps-45	15	4	studies	study	NOUN
aps-45	15	5	3	3	NUM
aps-45	15	6	(	(	PUNCT
aps-45	15	7	1	1	NUM
aps-45	15	8	)	)	PUNCT
aps-45	15	9	2019	2019	NUM
aps-45	15	10	norman	norman	NOUN
aps-45	15	11	,	,	PUNCT
aps-45	15	12	berrie	berrie	PROPN
aps-45	15	13	&	&	CCONJ
aps-45	15	14	exeter	exeter	PROPN
aps-45	15	15	31	31	NUM
aps-45	15	16	1	1	NUM
aps-45	15	17	.	.	PUNCT
aps-45	16	1	introduction	introduction	NOUN
aps-45	16	2	the	the	DET
aps-45	16	3	use	use	NOUN
aps-45	16	4	of	of	ADP
aps-45	16	5	area	area	NOUN
aps-45	16	6	deprivation	deprivation	NOUN
aps-45	16	7	indexes	index	NOUN
aps-45	16	8	is	be	AUX
aps-45	16	9	widespread	widespread	ADJ
aps-45	16	10	across	across	ADP
aps-45	16	11	academic	academic	ADJ
aps-45	16	12	research	research	NOUN
aps-45	16	13	and	and	CCONJ
aps-45	16	14	in	in	ADP
aps-45	16	15	local	local	ADJ
aps-45	16	16	and	and	CCONJ
aps-45	16	17	national	national	ADJ
aps-45	16	18	government	government	NOUN
aps-45	16	19	applications	application	NOUN
aps-45	16	20	(	(	PUNCT
aps-45	16	21	allik	allik	X
aps-45	16	22	et	et	PROPN
aps-45	16	23	al	al	PROPN
aps-45	16	24	.	.	PROPN
aps-45	16	25	2016	2016	NUM
aps-45	16	26	)	)	PUNCT
aps-45	16	27	.	.	PUNCT
aps-45	17	1	the	the	DET
aps-45	17	2	australian	australian	ADJ
aps-45	17	3	bureau	bureau	NOUN
aps-45	17	4	of	of	ADP
aps-45	17	5	statistics	statistic	NOUN
aps-45	17	6	produce	produce	VERB
aps-45	17	7	socioeconomic	socioeconomic	ADJ
aps-45	17	8	indexes	index	NOUN
aps-45	17	9	for	for	ADP
aps-45	17	10	areas	area	NOUN
aps-45	17	11	(	(	PUNCT
aps-45	17	12	seifa	seifa	PROPN
aps-45	17	13	)	)	PUNCT
aps-45	17	14	using	use	VERB
aps-45	17	15	census	census	NOUN
aps-45	17	16	data	datum	NOUN
aps-45	17	17	,	,	PUNCT
aps-45	17	18	which	which	PRON
aps-45	17	19	includes	include	VERB
aps-45	17	20	the	the	DET
aps-45	17	21	index	index	NOUN
aps-45	17	22	of	of	ADP
aps-45	17	23	relative	relative	ADJ
aps-45	17	24	socioeconomic	socioeconomic	ADJ
aps-45	17	25	disadvantage	disadvantage	NOUN
aps-45	17	26	(	(	PUNCT
aps-45	17	27	irsd	irsd	NOUN
aps-45	17	28	)	)	PUNCT
aps-45	17	29	.	.	PUNCT
aps-45	18	1	the	the	DET
aps-45	18	2	latest	late	ADJ
aps-45	18	3	version	version	NOUN
aps-45	18	4	uses	use	VERB
aps-45	18	5	2016	2016	NUM
aps-45	18	6	census	census	NOUN
aps-45	18	7	data	datum	NOUN
aps-45	18	8	.	.	PUNCT
aps-45	19	1	our	our	PRON
aps-45	19	2	aim	aim	NOUN
aps-45	19	3	here	here	ADV
aps-45	19	4	is	be	AUX
aps-45	19	5	to	to	PART
aps-45	19	6	demonstrate	demonstrate	VERB
aps-45	19	7	a	a	DET
aps-45	19	8	method	method	NOUN
aps-45	19	9	of	of	ADP
aps-45	19	10	calculation	calculation	NOUN
aps-45	19	11	to	to	ADP
aps-45	19	12	people	people	NOUN
aps-45	19	13	,	,	PUNCT
aps-45	19	14	such	such	ADJ
aps-45	19	15	as	as	ADP
aps-45	19	16	academic	academic	ADJ
aps-45	19	17	and	and	CCONJ
aps-45	19	18	local	local	ADJ
aps-45	19	19	government	government	NOUN
aps-45	19	20	researchers	researcher	NOUN
aps-45	19	21	,	,	PUNCT
aps-45	19	22	who	who	PRON
aps-45	19	23	may	may	AUX
aps-45	19	24	be	be	AUX
aps-45	19	25	new	new	ADJ
aps-45	19	26	to	to	ADP
aps-45	19	27	the	the	DET
aps-45	19	28	production	production	NOUN
aps-45	19	29	of	of	ADP
aps-45	19	30	composite	composite	ADJ
aps-45	19	31	measures	measure	NOUN
aps-45	19	32	.	.	PUNCT
aps-45	20	1	following	follow	VERB
aps-45	20	2	sections	section	NOUN
aps-45	20	3	on	on	ADP
aps-45	20	4	generic	generic	ADJ
aps-45	20	5	aspects	aspect	NOUN
aps-45	20	6	,	,	PUNCT
aps-45	20	7	this	this	DET
aps-45	20	8	paper	paper	NOUN
aps-45	20	9	steps	step	VERB
aps-45	20	10	through	through	ADP
aps-45	20	11	the	the	DET
aps-45	20	12	process	process	NOUN
aps-45	20	13	of	of	ADP
aps-45	20	14	creating	create	VERB
aps-45	20	15	a	a	DET
aps-45	20	16	deprivation	deprivation	NOUN
aps-45	20	17	index	index	NOUN
aps-45	20	18	using	use	VERB
aps-45	20	19	census	census	NOUN
aps-45	20	20	data	datum	NOUN
aps-45	20	21	for	for	ADP
aps-45	20	22	small	small	ADJ
aps-45	20	23	areas	area	NOUN
aps-45	20	24	(	(	PUNCT
aps-45	20	25	sa2s	sa2s	NOUN
aps-45	20	26	)	)	PUNCT
aps-45	20	27	in	in	ADP
aps-45	20	28	australia	australia	PROPN
aps-45	20	29	for	for	ADP
aps-45	20	30	2016	2016	NUM
aps-45	20	31	.	.	PUNCT
aps-45	21	1	we	we	PRON
aps-45	21	2	take	take	VERB
aps-45	21	3	a	a	DET
aps-45	21	4	similar	similar	ADJ
aps-45	21	5	approach	approach	NOUN
aps-45	21	6	to	to	ADP
aps-45	21	7	the	the	DET
aps-45	21	8	calculation	calculation	NOUN
aps-45	21	9	steps	step	NOUN
aps-45	21	10	used	use	VERB
aps-45	21	11	in	in	ADP
aps-45	21	12	the	the	DET
aps-45	21	13	long	long	ADV
aps-45	21	14	-	-	PUNCT
aps-45	21	15	established	establish	VERB
aps-45	21	16	townsend	townsend	PROPN
aps-45	21	17	(	(	PUNCT
aps-45	21	18	townsend	townsend	PROPN
aps-45	21	19	et	et	PROPN
aps-45	21	20	al	al	PROPN
aps-45	21	21	.	.	PROPN
aps-45	21	22	1988	1988	NUM
aps-45	21	23	)	)	PUNCT
aps-45	21	24	and	and	CCONJ
aps-45	21	25	carstairs	carstair	NOUN
aps-45	21	26	(	(	PUNCT
aps-45	21	27	carstairs	carstair	NOUN
aps-45	21	28	and	and	CCONJ
aps-45	21	29	morris	morris	PROPN
aps-45	21	30	1989	1989	NUM
aps-45	21	31	)	)	PUNCT
aps-45	21	32	indexes	index	NOUN
aps-45	21	33	.	.	PUNCT
aps-45	22	1	we	we	PRON
aps-45	22	2	compare	compare	VERB
aps-45	22	3	the	the	DET
aps-45	22	4	deprivation	deprivation	NOUN
aps-45	22	5	index	index	NOUN
aps-45	22	6	calculated	calculate	VERB
aps-45	22	7	here	here	ADV
aps-45	22	8	with	with	ADP
aps-45	22	9	the	the	DET
aps-45	22	10	seifa	seifa	NOUN
aps-45	22	11	irsd	irsd	NOUN
aps-45	22	12	.	.	PUNCT
aps-45	23	1	we	we	PRON
aps-45	23	2	provide	provide	VERB
aps-45	23	3	data	data	NOUN
aps-45	23	4	files	file	NOUN
aps-45	23	5	so	so	SCONJ
aps-45	23	6	that	that	SCONJ
aps-45	23	7	researchers	researcher	NOUN
aps-45	23	8	can	can	AUX
aps-45	23	9	reproduce	reproduce	VERB
aps-45	23	10	the	the	DET
aps-45	23	11	deprivation	deprivation	NOUN
aps-45	23	12	index	index	NOUN
aps-45	23	13	and	and	CCONJ
aps-45	23	14	believe	believe	VERB
aps-45	23	15	the	the	DET
aps-45	23	16	method	method	NOUN
aps-45	23	17	used	use	VERB
aps-45	23	18	here	here	ADV
aps-45	23	19	to	to	PART
aps-45	23	20	be	be	AUX
aps-45	23	21	accessible	accessible	ADJ
aps-45	23	22	to	to	ADP
aps-45	23	23	quantitative	quantitative	ADJ
aps-45	23	24	population	population	NOUN
aps-45	23	25	geographers	geographer	NOUN
aps-45	23	26	new	new	ADJ
aps-45	23	27	to	to	ADP
aps-45	23	28	this	this	DET
aps-45	23	29	kind	kind	NOUN
aps-45	23	30	of	of	ADP
aps-45	23	31	work	work	NOUN
aps-45	23	32	who	who	PRON
aps-45	23	33	will	will	AUX
aps-45	23	34	then	then	ADV
aps-45	23	35	be	be	AUX
aps-45	23	36	able	able	ADJ
aps-45	23	37	to	to	PART
aps-45	23	38	construct	construct	VERB
aps-45	23	39	their	their	PRON
aps-45	23	40	own	own	ADJ
aps-45	23	41	composite	composite	ADJ
aps-45	23	42	measures	measure	NOUN
aps-45	23	43	.	.	PUNCT
aps-45	24	1	these	these	DET
aps-45	24	2	measures	measure	NOUN
aps-45	24	3	might	might	AUX
aps-45	24	4	focus	focus	VERB
aps-45	24	5	on	on	ADP
aps-45	24	6	particular	particular	ADJ
aps-45	24	7	dimensions	dimension	NOUN
aps-45	24	8	of	of	ADP
aps-45	24	9	deprivation	deprivation	NOUN
aps-45	24	10	or	or	CCONJ
aps-45	24	11	be	be	AUX
aps-45	24	12	for	for	ADP
aps-45	24	13	other	other	ADJ
aps-45	24	14	purposes	purpose	NOUN
aps-45	24	15	for	for	ADP
aps-45	24	16	which	which	PRON
aps-45	24	17	a	a	DET
aps-45	24	18	combination	combination	NOUN
aps-45	24	19	of	of	ADP
aps-45	24	20	indicator	indicator	NOUN
aps-45	24	21	variables	variable	NOUN
aps-45	24	22	are	be	AUX
aps-45	24	23	applicable	applicable	ADJ
aps-45	24	24	.	.	PUNCT
aps-45	25	1	2	2	X
aps-45	25	2	.	.	X
aps-45	25	3	what	what	PRON
aps-45	25	4	is	be	AUX
aps-45	25	5	deprivation	deprivation	NOUN
aps-45	25	6	?	?	PUNCT
aps-45	26	1	deprivation	deprivation	NOUN
aps-45	26	2	is	be	AUX
aps-45	26	3	one	one	NUM
aps-45	26	4	of	of	ADP
aps-45	26	5	those	those	DET
aps-45	26	6	things	thing	NOUN
aps-45	26	7	which	which	PRON
aps-45	26	8	we	we	PRON
aps-45	26	9	probably	probably	ADV
aps-45	26	10	think	think	VERB
aps-45	26	11	we	we	PRON
aps-45	26	12	understand	understand	VERB
aps-45	26	13	until	until	SCONJ
aps-45	26	14	we	we	PRON
aps-45	26	15	tried	try	VERB
aps-45	26	16	to	to	PART
aps-45	26	17	define	define	VERB
aps-45	26	18	it	it	PRON
aps-45	26	19	!	!	PUNCT
aps-45	27	1	townsend	townsend	PROPN
aps-45	27	2	's	's	PART
aps-45	27	3	(	(	PUNCT
aps-45	27	4	1987	1987	NUM
aps-45	27	5	p.	p.	NOUN
aps-45	27	6	125	125	NUM
aps-45	27	7	)	)	PUNCT
aps-45	27	8	definition	definition	NOUN
aps-45	27	9	is	be	AUX
aps-45	27	10	commonly	commonly	ADV
aps-45	27	11	used	use	VERB
aps-45	27	12	:	:	PUNCT
aps-45	27	13	“	"	PUNCT
aps-45	27	14	deprivation	deprivation	NOUN
aps-45	27	15	may	may	AUX
aps-45	27	16	be	be	AUX
aps-45	27	17	defined	define	VERB
aps-45	27	18	as	as	ADP
aps-45	27	19	a	a	DET
aps-45	27	20	state	state	NOUN
aps-45	27	21	of	of	ADP
aps-45	27	22	observable	observable	ADJ
aps-45	27	23	and	and	CCONJ
aps-45	27	24	demonstrable	demonstrable	ADJ
aps-45	27	25	disadvantage	disadvantage	NOUN
aps-45	27	26	relative	relative	ADJ
aps-45	27	27	to	to	ADP
aps-45	27	28	the	the	DET
aps-45	27	29	local	local	ADJ
aps-45	27	30	community	community	NOUN
aps-45	27	31	or	or	CCONJ
aps-45	27	32	the	the	DET
aps-45	27	33	wider	wide	ADJ
aps-45	27	34	society	society	NOUN
aps-45	27	35	or	or	CCONJ
aps-45	27	36	nation	nation	NOUN
aps-45	27	37	to	to	PART
aps-45	27	38	which	which	PRON
aps-45	27	39	an	an	DET
aps-45	27	40	individual	individual	ADJ
aps-45	27	41	,	,	PUNCT
aps-45	27	42	family	family	NOUN
aps-45	27	43	or	or	CCONJ
aps-45	27	44	group	group	NOUN
aps-45	27	45	belongs	belong	VERB
aps-45	27	46	.	.	PUNCT
aps-45	28	1	the	the	DET
aps-45	28	2	idea	idea	NOUN
aps-45	28	3	has	have	AUX
aps-45	28	4	come	come	VERB
aps-45	28	5	to	to	PART
aps-45	28	6	be	be	AUX
aps-45	28	7	applied	apply	VERB
aps-45	28	8	to	to	ADP
aps-45	28	9	conditions	condition	NOUN
aps-45	28	10	(	(	PUNCT
aps-45	28	11	that	that	PRON
aps-45	28	12	is	be	AUX
aps-45	28	13	,	,	PUNCT
aps-45	28	14	physical	physical	ADJ
aps-45	28	15	,	,	PUNCT
aps-45	28	16	environmental	environmental	ADJ
aps-45	28	17	and	and	CCONJ
aps-45	28	18	social	social	ADJ
aps-45	28	19	states	state	NOUN
aps-45	28	20	or	or	CCONJ
aps-45	28	21	circumstances	circumstance	NOUN
aps-45	28	22	)	)	PUNCT
aps-45	28	23	rather	rather	ADV
aps-45	28	24	than	than	ADP
aps-45	28	25	resources	resource	NOUN
aps-45	28	26	and	and	CCONJ
aps-45	28	27	to	to	AUX
aps-45	28	28	specific	specific	ADJ
aps-45	28	29	and	and	CCONJ
aps-45	28	30	not	not	PART
aps-45	28	31	only	only	ADV
aps-45	28	32	general	general	ADJ
aps-45	28	33	circumstances	circumstance	NOUN
aps-45	28	34	,	,	PUNCT
aps-45	28	35	and	and	CCONJ
aps-45	28	36	therefore	therefore	ADV
aps-45	28	37	can	can	AUX
aps-45	28	38	be	be	AUX
aps-45	28	39	distinguished	distinguish	VERB
aps-45	28	40	from	from	ADP
aps-45	28	41	the	the	DET
aps-45	28	42	concept	concept	NOUN
aps-45	28	43	of	of	ADP
aps-45	28	44	poverty	poverty	NOUN
aps-45	28	45	”	"	PUNCT
aps-45	28	46	.	.	PUNCT
aps-45	29	1	defining	define	VERB
aps-45	29	2	poverty	poverty	NOUN
aps-45	29	3	itself	itself	PRON
aps-45	29	4	is	be	AUX
aps-45	29	5	far	far	ADV
aps-45	29	6	from	from	ADP
aps-45	29	7	easy	easy	ADJ
aps-45	29	8	(	(	PUNCT
aps-45	29	9	paterson	paterson	NOUN
aps-45	29	10	and	and	CCONJ
aps-45	29	11	gregory	gregory	PROPN
aps-45	29	12	2019	2019	NUM
aps-45	29	13	)	)	PUNCT
aps-45	29	14	.	.	PUNCT
aps-45	30	1	from	from	ADP
aps-45	30	2	a	a	DET
aps-45	30	3	eurocentric	eurocentric	ADJ
aps-45	30	4	perspective	perspective	NOUN
aps-45	30	5	,	,	PUNCT
aps-45	30	6	deprived	deprived	ADJ
aps-45	30	7	areas	area	NOUN
aps-45	30	8	are	be	AUX
aps-45	30	9	places	place	NOUN
aps-45	30	10	in	in	ADP
aps-45	30	11	which	which	PRON
aps-45	30	12	concentrations	concentration	NOUN
aps-45	30	13	of	of	ADP
aps-45	30	14	people	people	NOUN
aps-45	30	15	and	and	CCONJ
aps-45	30	16	households	household	NOUN
aps-45	30	17	with	with	ADP
aps-45	30	18	the	the	DET
aps-45	30	19	relevant	relevant	ADJ
aps-45	30	20	characteristics	characteristic	NOUN
aps-45	30	21	exist	exist	VERB
aps-45	30	22	.	.	PUNCT
aps-45	31	1	3	3	X
aps-45	31	2	.	.	X
aps-45	31	3	what	what	PRON
aps-45	31	4	is	be	AUX
aps-45	31	5	a	a	DET
aps-45	31	6	deprivation	deprivation	NOUN
aps-45	31	7	index	index	NOUN
aps-45	31	8	?	?	PUNCT
aps-45	32	1	a	a	DET
aps-45	32	2	deprivation	deprivation	NOUN
aps-45	32	3	index	index	NOUN
aps-45	32	4	provides	provide	VERB
aps-45	32	5	a	a	DET
aps-45	32	6	single	single	ADJ
aps-45	32	7	figure	figure	NOUN
aps-45	32	8	estimate	estimate	NOUN
aps-45	32	9	of	of	ADP
aps-45	32	10	the	the	DET
aps-45	32	11	level	level	NOUN
aps-45	32	12	of	of	ADP
aps-45	32	13	deprivation	deprivation	NOUN
aps-45	32	14	for	for	ADP
aps-45	32	15	each	each	DET
aps-45	32	16	location	location	NOUN
aps-45	32	17	within	within	ADP
aps-45	32	18	the	the	DET
aps-45	32	19	study	study	NOUN
aps-45	32	20	area	area	NOUN
aps-45	32	21	.	.	PUNCT
aps-45	33	1	since	since	SCONJ
aps-45	33	2	deprivation	deprivation	NOUN
aps-45	33	3	is	be	AUX
aps-45	33	4	both	both	ADV
aps-45	33	5	hard	hard	ADJ
aps-45	33	6	to	to	PART
aps-45	33	7	define	define	VERB
aps-45	33	8	and	and	CCONJ
aps-45	33	9	can	can	AUX
aps-45	33	10	not	not	PART
aps-45	33	11	be	be	AUX
aps-45	33	12	directly	directly	ADV
aps-45	33	13	measured	measure	VERB
aps-45	33	14	,	,	PUNCT
aps-45	33	15	the	the	DET
aps-45	33	16	index	index	NOUN
aps-45	33	17	is	be	AUX
aps-45	33	18	a	a	DET
aps-45	33	19	latent	latent	NOUN
aps-45	33	20	construct	construct	NOUN
aps-45	33	21	calculated	calculate	VERB
aps-45	33	22	using	use	VERB
aps-45	33	23	a	a	DET
aps-45	33	24	combination	combination	NOUN
aps-45	33	25	of	of	ADP
aps-45	33	26	indicator	indicator	NOUN
aps-45	33	27	variables	variable	NOUN
aps-45	33	28	believed	believe	VERB
aps-45	33	29	to	to	PART
aps-45	33	30	capture	capture	VERB
aps-45	33	31	relevant	relevant	ADJ
aps-45	33	32	dimensions	dimension	NOUN
aps-45	33	33	.	.	PUNCT
aps-45	34	1	having	have	VERB
aps-45	34	2	a	a	DET
aps-45	34	3	single	single	ADJ
aps-45	34	4	figure	figure	NOUN
aps-45	34	5	per	per	ADP
aps-45	34	6	area	area	NOUN
aps-45	34	7	simplifies	simplifie	NOUN
aps-45	34	8	applications	application	NOUN
aps-45	34	9	that	that	PRON
aps-45	34	10	use	use	VERB
aps-45	34	11	the	the	DET
aps-45	34	12	index	index	NOUN
aps-45	34	13	compared	compare	VERB
aps-45	34	14	to	to	ADP
aps-45	34	15	using	use	VERB
aps-45	34	16	multiple	multiple	ADJ
aps-45	34	17	variables	variable	NOUN
aps-45	34	18	.	.	PUNCT
aps-45	35	1	the	the	DET
aps-45	35	2	deprivation	deprivation	NOUN
aps-45	35	3	index	index	NOUN
aps-45	35	4	value	value	NOUN
aps-45	35	5	for	for	ADP
aps-45	35	6	any	any	DET
aps-45	35	7	one	one	NUM
aps-45	35	8	area	area	NOUN
aps-45	35	9	is	be	AUX
aps-45	35	10	usually	usually	ADV
aps-45	35	11	expressed	express	VERB
aps-45	35	12	relative	relative	ADJ
aps-45	35	13	to	to	ADP
aps-45	35	14	a	a	DET
aps-45	35	15	larger	large	ADJ
aps-45	35	16	study	study	NOUN
aps-45	35	17	region	region	NOUN
aps-45	35	18	,	,	PUNCT
aps-45	35	19	often	often	ADV
aps-45	35	20	the	the	DET
aps-45	35	21	national	national	ADJ
aps-45	35	22	level	level	NOUN
aps-45	35	23	(	(	PUNCT
aps-45	35	24	fu	fu	NOUN
aps-45	35	25	et	et	PROPN
aps-45	35	26	al	al	PROPN
aps-45	35	27	.	.	PROPN
aps-45	35	28	2015	2015	NUM
aps-45	35	29	)	)	PUNCT
aps-45	35	30	.	.	PUNCT
aps-45	36	1	4	4	X
aps-45	36	2	.	.	NOUN
aps-45	36	3	which	which	PRON
aps-45	36	4	variables	variable	NOUN
aps-45	36	5	should	should	AUX
aps-45	36	6	be	be	AUX
aps-45	36	7	used	use	VERB
aps-45	36	8	as	as	ADP
aps-45	36	9	inputs	input	NOUN
aps-45	36	10	?	?	PUNCT
aps-45	37	1	as	as	SCONJ
aps-45	37	2	noble	noble	ADJ
aps-45	37	3	et	et	PROPN
aps-45	37	4	al	al	PROPN
aps-45	37	5	.	.	PUNCT
aps-45	38	1	(	(	PUNCT
aps-45	38	2	2006	2006	NUM
aps-45	38	3	p.	p.	NOUN
aps-45	38	4	172	172	NUM
aps-45	38	5	)	)	PUNCT
aps-45	38	6	point	point	VERB
aps-45	38	7	out	out	ADP
aps-45	38	8	,	,	PUNCT
aps-45	38	9	if	if	SCONJ
aps-45	38	10	a	a	DET
aps-45	38	11	researcher	researcher	NOUN
aps-45	38	12	is	be	AUX
aps-45	38	13	devising	devise	VERB
aps-45	38	14	their	their	PRON
aps-45	38	15	own	own	ADJ
aps-45	38	16	index	index	NOUN
aps-45	38	17	,	,	PUNCT
aps-45	38	18	there	there	PRON
aps-45	38	19	should	should	AUX
aps-45	38	20	first	first	ADV
aps-45	38	21	be	be	AUX
aps-45	38	22	a	a	DET
aps-45	38	23	clear	clear	ADJ
aps-45	38	24	theoretical	theoretical	ADJ
aps-45	38	25	foundation	foundation	NOUN
aps-45	38	26	underpinning	underpin	VERB
aps-45	38	27	the	the	DET
aps-45	38	28	notion	notion	NOUN
aps-45	38	29	of	of	ADP
aps-45	38	30	small	small	ADJ
aps-45	38	31	area	area	NOUN
aps-45	38	32	deprivation	deprivation	NOUN
aps-45	38	33	,	,	PUNCT
aps-45	38	34	which	which	PRON
aps-45	38	35	may	may	AUX
aps-45	38	36	then	then	ADV
aps-45	38	37	32	32	NUM
aps-45	38	38	norman	norman	NOUN
aps-45	38	39	,	,	PUNCT
aps-45	38	40	berrie	berrie	PROPN
aps-45	38	41	&	&	CCONJ
aps-45	38	42	exeter	exeter	PROPN
aps-45	38	43	australian	australian	ADJ
aps-45	38	44	population	population	NOUN
aps-45	38	45	studies	study	NOUN
aps-45	38	46	3	3	NUM
aps-45	38	47	(	(	PUNCT
aps-45	38	48	1	1	NUM
aps-45	38	49	)	)	PUNCT
aps-45	38	50	2019	2019	NUM
aps-45	38	51	be	be	AUX
aps-45	38	52	operationalised	operationalise	VERB
aps-45	38	53	as	as	ADP
aps-45	38	54	an	an	DET
aps-45	38	55	index	index	NOUN
aps-45	38	56	.	.	PUNCT
aps-45	39	1	deprivation	deprivation	NOUN
aps-45	39	2	indexes	index	NOUN
aps-45	39	3	have	have	VERB
aps-45	39	4	their	their	PRON
aps-45	39	5	roots	root	NOUN
aps-45	39	6	in	in	ADP
aps-45	39	7	census	census	NOUN
aps-45	39	8	-	-	PUNCT
aps-45	39	9	based	base	VERB
aps-45	39	10	work	work	NOUN
aps-45	39	11	in	in	ADP
aps-45	39	12	the	the	DET
aps-45	39	13	uk	uk	PROPN
aps-45	39	14	,	,	PUNCT
aps-45	39	15	first	first	ADV
aps-45	39	16	by	by	ADP
aps-45	39	17	holtermann	holtermann	PROPN
aps-45	39	18	(	(	PUNCT
aps-45	39	19	1975	1975	NUM
aps-45	39	20	)	)	PUNCT
aps-45	39	21	and	and	CCONJ
aps-45	39	22	subsequently	subsequently	ADV
aps-45	39	23	by	by	ADP
aps-45	39	24	townsend	townsend	PROPN
aps-45	39	25	(	(	PUNCT
aps-45	39	26	1987	1987	NUM
aps-45	39	27	)	)	PUNCT
aps-45	39	28	and	and	CCONJ
aps-45	39	29	others	other	NOUN
aps-45	39	30	.	.	PUNCT
aps-45	40	1	we	we	PRON
aps-45	40	2	can	can	AUX
aps-45	40	3	not	not	PART
aps-45	40	4	turn	turn	VERB
aps-45	40	5	back	back	ADV
aps-45	40	6	the	the	DET
aps-45	40	7	clock	clock	NOUN
aps-45	40	8	,	,	PUNCT
aps-45	40	9	but	but	CCONJ
aps-45	40	10	speculate	speculate	VERB
aps-45	40	11	that	that	SCONJ
aps-45	40	12	there	there	PRON
aps-45	40	13	may	may	AUX
aps-45	40	14	not	not	PART
aps-45	40	15	have	have	AUX
aps-45	40	16	been	be	AUX
aps-45	40	17	the	the	DET
aps-45	40	18	same	same	ADJ
aps-45	40	19	motivation	motivation	NOUN
aps-45	40	20	to	to	PART
aps-45	40	21	construct	construct	VERB
aps-45	40	22	deprivation	deprivation	NOUN
aps-45	40	23	indexes	index	NOUN
aps-45	40	24	had	have	VERB
aps-45	40	25	the	the	DET
aps-45	40	26	uk	uk	PROPN
aps-45	40	27	,	,	PUNCT
aps-45	40	28	unlike	unlike	ADP
aps-45	40	29	many	many	ADJ
aps-45	40	30	other	other	ADJ
aps-45	40	31	countries	country	NOUN
aps-45	40	32	,	,	PUNCT
aps-45	40	33	included	include	VERB
aps-45	40	34	an	an	DET
aps-45	40	35	income	income	NOUN
aps-45	40	36	question	question	NOUN
aps-45	40	37	in	in	ADP
aps-45	40	38	the	the	DET
aps-45	40	39	census	census	NOUN
aps-45	40	40	(	(	PUNCT
aps-45	40	41	dorling	dorle	VERB
aps-45	40	42	1999	1999	NUM
aps-45	40	43	;	;	PUNCT
aps-45	40	44	boyle	boyle	NOUN
aps-45	40	45	and	and	CCONJ
aps-45	40	46	dorling	dorle	VERB
aps-45	40	47	2004	2004	NUM
aps-45	40	48	)	)	PUNCT
aps-45	40	49	.	.	PUNCT
aps-45	41	1	thus	thus	ADV
aps-45	41	2	,	,	PUNCT
aps-45	41	3	deprivation	deprivation	NOUN
aps-45	41	4	indexes	index	NOUN
aps-45	41	5	in	in	ADP
aps-45	41	6	the	the	DET
aps-45	41	7	uk	uk	PROPN
aps-45	41	8	use	use	VERB
aps-45	41	9	‘	'	PUNCT
aps-45	41	10	proxy	proxy	ADJ
aps-45	41	11	’	'	PUNCT
aps-45	41	12	indicators	indicator	NOUN
aps-45	41	13	of	of	ADP
aps-45	41	14	income	income	NOUN
aps-45	41	15	and	and	CCONJ
aps-45	41	16	other	other	ADJ
aps-45	41	17	dimensions	dimension	NOUN
aps-45	41	18	of	of	ADP
aps-45	41	19	social	social	ADJ
aps-45	41	20	and/or	and/or	CCONJ
aps-45	41	21	material	material	NOUN
aps-45	41	22	hardship	hardship	NOUN
aps-45	41	23	.	.	PUNCT
aps-45	42	1	unemployment	unemployment	NOUN
aps-45	42	2	is	be	AUX
aps-45	42	3	ubiquitously	ubiquitously	ADV
aps-45	42	4	included	include	VERB
aps-45	42	5	in	in	ADP
aps-45	42	6	schemes	scheme	NOUN
aps-45	42	7	but	but	CCONJ
aps-45	42	8	there	there	PRON
aps-45	42	9	is	be	VERB
aps-45	42	10	variation	variation	NOUN
aps-45	42	11	in	in	ADP
aps-45	42	12	further	further	ADJ
aps-45	42	13	variables	variable	NOUN
aps-45	42	14	used	use	VERB
aps-45	42	15	as	as	ADP
aps-45	42	16	inputs	input	NOUN
aps-45	42	17	(	(	PUNCT
aps-45	42	18	see	see	VERB
aps-45	42	19	senior	senior	ADJ
aps-45	42	20	2002	2002	NUM
aps-45	42	21	)	)	PUNCT
aps-45	42	22	.	.	PUNCT
aps-45	43	1	in	in	ADP
aps-45	43	2	countries	country	NOUN
aps-45	43	3	such	such	ADJ
aps-45	43	4	as	as	ADP
aps-45	43	5	australia	australia	PROPN
aps-45	43	6	,	,	PUNCT
aps-45	43	7	canada	canada	PROPN
aps-45	43	8	and	and	CCONJ
aps-45	43	9	new	new	PROPN
aps-45	43	10	zealand	zealand	PROPN
aps-45	43	11	,	,	PUNCT
aps-45	43	12	where	where	SCONJ
aps-45	43	13	income	income	NOUN
aps-45	43	14	-	-	PUNCT
aps-45	43	15	related	relate	VERB
aps-45	43	16	questions	question	NOUN
aps-45	43	17	are	be	AUX
aps-45	43	18	asked	ask	VERB
aps-45	43	19	,	,	PUNCT
aps-45	43	20	measures	measure	NOUN
aps-45	43	21	of	of	ADP
aps-45	43	22	individual	individual	ADJ
aps-45	43	23	and/or	and/or	CCONJ
aps-45	43	24	household	household	NOUN
aps-45	43	25	income	income	NOUN
aps-45	43	26	are	be	AUX
aps-45	43	27	components	component	NOUN
aps-45	43	28	of	of	ADP
aps-45	43	29	their	their	PRON
aps-45	43	30	deprivation	deprivation	NOUN
aps-45	43	31	indexes	index	NOUN
aps-45	43	32	.	.	PUNCT
aps-45	44	1	the	the	DET
aps-45	44	2	researcher	researcher	NOUN
aps-45	44	3	needs	need	VERB
aps-45	44	4	to	to	PART
aps-45	44	5	obtain	obtain	VERB
aps-45	44	6	variables	variable	NOUN
aps-45	44	7	which	which	PRON
aps-45	44	8	best	well	ADV
aps-45	44	9	represent	represent	VERB
aps-45	44	10	particular	particular	ADJ
aps-45	44	11	aspects	aspect	NOUN
aps-45	44	12	of	of	ADP
aps-45	44	13	deprivation	deprivation	NOUN
aps-45	44	14	to	to	PART
aps-45	44	15	ensure	ensure	VERB
aps-45	44	16	the	the	DET
aps-45	44	17	index	index	NOUN
aps-45	44	18	is	be	AUX
aps-45	44	19	fit	fit	ADJ
aps-45	44	20	for	for	ADP
aps-45	44	21	purpose	purpose	NOUN
aps-45	44	22	.	.	PUNCT
aps-45	45	1	the	the	DET
aps-45	45	2	set	set	NOUN
aps-45	45	3	of	of	ADP
aps-45	45	4	chosen	choose	VERB
aps-45	45	5	variables	variable	NOUN
aps-45	45	6	should	should	AUX
aps-45	45	7	complement	complement	VERB
aps-45	45	8	each	each	DET
aps-45	45	9	other	other	ADJ
aps-45	45	10	so	so	SCONJ
aps-45	45	11	that	that	SCONJ
aps-45	45	12	the	the	DET
aps-45	45	13	index	index	NOUN
aps-45	45	14	is	be	AUX
aps-45	45	15	‘	'	PUNCT
aps-45	45	16	greater	great	ADJ
aps-45	45	17	than	than	ADP
aps-45	45	18	the	the	DET
aps-45	45	19	sum	sum	NOUN
aps-45	45	20	of	of	ADP
aps-45	45	21	its	its	PRON
aps-45	45	22	parts	part	NOUN
aps-45	45	23	’	'	PUNCT
aps-45	45	24	.	.	PUNCT
aps-45	46	1	the	the	DET
aps-45	46	2	availability	availability	NOUN
aps-45	46	3	of	of	ADP
aps-45	46	4	potential	potential	ADJ
aps-45	46	5	variables	variable	NOUN
aps-45	46	6	for	for	ADP
aps-45	46	7	inclusion	inclusion	NOUN
aps-45	46	8	will	will	AUX
aps-45	46	9	be	be	AUX
aps-45	46	10	affected	affect	VERB
aps-45	46	11	by	by	ADP
aps-45	46	12	decisions	decision	NOUN
aps-45	46	13	on	on	ADP
aps-45	46	14	the	the	DET
aps-45	46	15	geographic	geographic	ADJ
aps-45	46	16	unit	unit	NOUN
aps-45	46	17	used	use	VERB
aps-45	46	18	(	(	PUNCT
aps-45	46	19	below	below	ADV
aps-45	46	20	)	)	PUNCT
aps-45	46	21	.	.	PUNCT
aps-45	47	1	being	be	AUX
aps-45	47	2	based	base	VERB
aps-45	47	3	on	on	ADP
aps-45	47	4	data	datum	NOUN
aps-45	47	5	from	from	ADP
aps-45	47	6	a	a	DET
aps-45	47	7	census	census	NOUN
aps-45	47	8	,	,	PUNCT
aps-45	47	9	schemes	scheme	NOUN
aps-45	47	10	are	be	AUX
aps-45	47	11	cross	cross	ADJ
aps-45	47	12	-	-	ADJ
aps-45	47	13	sectional	sectional	ADJ
aps-45	47	14	(	(	PUNCT
aps-45	47	15	though	though	SCONJ
aps-45	47	16	see	see	VERB
aps-45	47	17	the	the	DET
aps-45	47	18	paper	paper	NOUN
aps-45	47	19	’s	’s	PART
aps-45	47	20	concluding	concluding	NOUN
aps-45	47	21	section	section	NOUN
aps-45	47	22	)	)	PUNCT
aps-45	47	23	.	.	PUNCT
aps-45	48	1	to	to	ADP
aps-45	48	2	an	an	DET
aps-45	48	3	extent	extent	NOUN
aps-45	48	4	there	there	PRON
aps-45	48	5	will	will	AUX
aps-45	48	6	be	be	AUX
aps-45	48	7	overlap	overlap	NOUN
aps-45	48	8	of	of	ADP
aps-45	48	9	the	the	DET
aps-45	48	10	facets	facet	NOUN
aps-45	48	11	chosen	choose	VERB
aps-45	48	12	to	to	ADP
aps-45	48	13	proxy	proxy	ADJ
aps-45	48	14	aspects	aspect	NOUN
aps-45	48	15	of	of	ADP
aps-45	48	16	deprivation	deprivation	NOUN
aps-45	48	17	and	and	CCONJ
aps-45	48	18	likely	likely	ADJ
aps-45	48	19	to	to	PART
aps-45	48	20	be	be	AUX
aps-45	48	21	strong	strong	ADJ
aps-45	48	22	interrelationships	interrelationship	NOUN
aps-45	48	23	.	.	PUNCT
aps-45	49	1	since	since	SCONJ
aps-45	49	2	the	the	DET
aps-45	49	3	purpose	purpose	NOUN
aps-45	49	4	is	be	AUX
aps-45	49	5	to	to	PART
aps-45	49	6	identify	identify	VERB
aps-45	49	7	multiple	multiple	ADJ
aps-45	49	8	deprivation	deprivation	NOUN
aps-45	49	9	this	this	DET
aps-45	49	10	collinearity	collinearity	NOUN
aps-45	49	11	may	may	AUX
aps-45	49	12	not	not	PART
aps-45	49	13	be	be	AUX
aps-45	49	14	an	an	DET
aps-45	49	15	issue	issue	NOUN
aps-45	49	16	.	.	PUNCT
aps-45	50	1	however	however	ADV
aps-45	50	2	,	,	PUNCT
aps-45	50	3	an	an	DET
aps-45	50	4	index	index	NOUN
aps-45	50	5	calculated	calculate	VERB
aps-45	50	6	in	in	ADP
aps-45	50	7	the	the	DET
aps-45	50	8	manner	manner	NOUN
aps-45	50	9	described	describe	VERB
aps-45	50	10	here	here	ADV
aps-45	50	11	would	would	AUX
aps-45	50	12	tend	tend	VERB
aps-45	50	13	to	to	PART
aps-45	50	14	have	have	VERB
aps-45	50	15	a	a	DET
aps-45	50	16	few	few	ADJ
aps-45	50	17	key	key	ADJ
aps-45	50	18	variables	variable	NOUN
aps-45	50	19	.	.	PUNCT
aps-45	51	1	a	a	DET
aps-45	51	2	more	more	ADV
aps-45	51	3	multi	multi	ADJ
aps-45	51	4	-	-	ADJ
aps-45	51	5	dimensional	dimensional	ADJ
aps-45	51	6	approach	approach	NOUN
aps-45	51	7	would	would	AUX
aps-45	51	8	need	need	VERB
aps-45	51	9	a	a	DET
aps-45	51	10	technique	technique	NOUN
aps-45	51	11	such	such	ADJ
aps-45	51	12	as	as	ADP
aps-45	51	13	principal	principal	ADJ
aps-45	51	14	components	component	NOUN
aps-45	51	15	analysis	analysis	NOUN
aps-45	51	16	(	(	PUNCT
aps-45	51	17	noted	note	VERB
aps-45	51	18	again	again	ADV
aps-45	51	19	below	below	ADV
aps-45	51	20	)	)	PUNCT
aps-45	51	21	.	.	PUNCT
aps-45	52	1	5	5	X
aps-45	52	2	.	.	NOUN
aps-45	52	3	which	which	DET
aps-45	52	4	geography	geography	NOUN
aps-45	52	5	should	should	AUX
aps-45	52	6	be	be	AUX
aps-45	52	7	used	use	VERB
aps-45	52	8	?	?	PUNCT
aps-45	53	1	most	most	ADJ
aps-45	53	2	deprivation	deprivation	NOUN
aps-45	53	3	indexes	index	NOUN
aps-45	53	4	are	be	AUX
aps-45	53	5	devised	devise	VERB
aps-45	53	6	for	for	ADP
aps-45	53	7	small	small	ADJ
aps-45	53	8	areas	area	NOUN
aps-45	53	9	(	(	PUNCT
aps-45	53	10	sub	sub	VERB
aps-45	53	11	local	local	ADJ
aps-45	53	12	government	government	NOUN
aps-45	53	13	)	)	PUNCT
aps-45	53	14	.	.	PUNCT
aps-45	54	1	as	as	ADP
aps-45	54	2	above	above	ADV
aps-45	54	3	,	,	PUNCT
aps-45	54	4	since	since	SCONJ
aps-45	54	5	the	the	DET
aps-45	54	6	roots	root	NOUN
aps-45	54	7	of	of	ADP
aps-45	54	8	schemes	scheme	NOUN
aps-45	54	9	lie	lie	VERB
aps-45	54	10	in	in	ADP
aps-45	54	11	the	the	DET
aps-45	54	12	uk	uk	PROPN
aps-45	54	13	and	and	CCONJ
aps-45	54	14	the	the	DET
aps-45	54	15	census	census	NOUN
aps-45	54	16	has	have	AUX
aps-45	54	17	been	be	AUX
aps-45	54	18	the	the	DET
aps-45	54	19	main	main	ADJ
aps-45	54	20	source	source	NOUN
aps-45	54	21	of	of	ADP
aps-45	54	22	data	datum	NOUN
aps-45	54	23	,	,	PUNCT
aps-45	54	24	then	then	ADV
aps-45	54	25	census	census	NOUN
aps-45	54	26	geographies	geography	NOUN
aps-45	54	27	have	have	AUX
aps-45	54	28	tended	tend	VERB
aps-45	54	29	to	to	PART
aps-45	54	30	be	be	AUX
aps-45	54	31	used	use	VERB
aps-45	54	32	.	.	PUNCT
aps-45	55	1	initially	initially	ADV
aps-45	55	2	,	,	PUNCT
aps-45	55	3	within	within	ADP
aps-45	55	4	england	england	PROPN
aps-45	55	5	and	and	CCONJ
aps-45	55	6	wales	wales	PROPN
aps-45	55	7	,	,	PUNCT
aps-45	55	8	the	the	DET
aps-45	55	9	most	most	ADV
aps-45	55	10	common	common	ADJ
aps-45	55	11	geographical	geographical	ADJ
aps-45	55	12	units	unit	NOUN
aps-45	55	13	used	use	VERB
aps-45	55	14	were	be	AUX
aps-45	55	15	the	the	DET
aps-45	55	16	electoral	electoral	ADJ
aps-45	55	17	wards	ward	NOUN
aps-45	55	18	(	(	PUNCT
aps-45	55	19	mackenzie	mackenzie	NOUN
aps-45	55	20	et	et	PROPN
aps-45	55	21	al	al	PROPN
aps-45	55	22	.	.	PROPN
aps-45	55	23	1998	1998	NUM
aps-45	55	24	)	)	PUNCT
aps-45	55	25	,	,	PUNCT
aps-45	55	26	while	while	SCONJ
aps-45	55	27	the	the	DET
aps-45	55	28	carstairs	carstairs	PROPN
aps-45	55	29	index	index	PROPN
aps-45	55	30	,	,	PUNCT
aps-45	55	31	originally	originally	ADV
aps-45	55	32	developed	develop	VERB
aps-45	55	33	for	for	ADP
aps-45	55	34	scotland	scotland	NOUN
aps-45	55	35	,	,	PUNCT
aps-45	55	36	used	use	VERB
aps-45	55	37	postal	postal	ADJ
aps-45	55	38	sectors	sector	NOUN
aps-45	55	39	.	.	PUNCT
aps-45	56	1	these	these	DET
aps-45	56	2	geographies	geography	NOUN
aps-45	56	3	were	be	AUX
aps-45	56	4	typically	typically	ADV
aps-45	56	5	chosen	choose	VERB
aps-45	56	6	in	in	ADP
aps-45	56	7	order	order	NOUN
aps-45	56	8	to	to	PART
aps-45	56	9	ensure	ensure	VERB
aps-45	56	10	that	that	SCONJ
aps-45	56	11	the	the	DET
aps-45	56	12	count	count	NOUN
aps-45	56	13	of	of	ADP
aps-45	56	14	people	people	NOUN
aps-45	56	15	in	in	ADP
aps-45	56	16	each	each	DET
aps-45	56	17	ward	ward	NOUN
aps-45	56	18	/	/	SYM
aps-45	56	19	sector	sector	NOUN
aps-45	56	20	was	be	AUX
aps-45	56	21	greater	great	ADJ
aps-45	56	22	than	than	ADP
aps-45	56	23	100	100	NUM
aps-45	56	24	,	,	PUNCT
aps-45	56	25	thus	thus	ADV
aps-45	56	26	minimising	minimise	VERB
aps-45	56	27	the	the	DET
aps-45	56	28	amount	amount	NOUN
aps-45	56	29	of	of	ADP
aps-45	56	30	missing	miss	VERB
aps-45	56	31	/	/	SYM
aps-45	56	32	suppressed	suppress	VERB
aps-45	56	33	data	datum	NOUN
aps-45	56	34	.	.	PUNCT
aps-45	57	1	people	people	NOUN
aps-45	57	2	are	be	AUX
aps-45	57	3	often	often	ADV
aps-45	57	4	motivated	motivated	ADJ
aps-45	57	5	to	to	PART
aps-45	57	6	develop	develop	VERB
aps-45	57	7	an	an	DET
aps-45	57	8	index	index	NOUN
aps-45	57	9	for	for	ADP
aps-45	57	10	the	the	DET
aps-45	57	11	smallest	small	ADJ
aps-45	57	12	possible	possible	ADJ
aps-45	57	13	areas	area	NOUN
aps-45	57	14	,	,	PUNCT
aps-45	57	15	to	to	PART
aps-45	57	16	aid	aid	VERB
aps-45	57	17	regeneration	regeneration	NOUN
aps-45	57	18	targeting	targeting	NOUN
aps-45	57	19	,	,	PUNCT
aps-45	57	20	for	for	ADP
aps-45	57	21	example	example	NOUN
aps-45	57	22	.	.	PUNCT
aps-45	58	1	if	if	SCONJ
aps-45	58	2	the	the	DET
aps-45	58	3	aim	aim	NOUN
aps-45	58	4	is	be	AUX
aps-45	58	5	to	to	PART
aps-45	58	6	relate	relate	VERB
aps-45	58	7	to	to	ADP
aps-45	58	8	geographical	geographical	ADJ
aps-45	58	9	health	health	NOUN
aps-45	58	10	variations	variation	NOUN
aps-45	58	11	,	,	PUNCT
aps-45	58	12	then	then	ADV
aps-45	58	13	a	a	DET
aps-45	58	14	geography	geography	NOUN
aps-45	58	15	which	which	PRON
aps-45	58	16	represents	represent	VERB
aps-45	58	17	people	people	NOUN
aps-45	58	18	’s	’s	PART
aps-45	58	19	day	day	NOUN
aps-45	58	20	-	-	PUNCT
aps-45	58	21	to	to	ADP
aps-45	58	22	-	-	PUNCT
aps-45	58	23	day	day	NOUN
aps-45	58	24	lives	life	NOUN
aps-45	58	25	might	might	AUX
aps-45	58	26	be	be	AUX
aps-45	58	27	more	more	ADV
aps-45	58	28	suitable	suitable	ADJ
aps-45	58	29	.	.	PUNCT
aps-45	59	1	ideally	ideally	ADV
aps-45	59	2	,	,	PUNCT
aps-45	59	3	the	the	DET
aps-45	59	4	researcher	researcher	NOUN
aps-45	59	5	would	would	AUX
aps-45	59	6	choose	choose	VERB
aps-45	59	7	the	the	DET
aps-45	59	8	geography	geography	NOUN
aps-45	59	9	which	which	PRON
aps-45	59	10	best	well	ADV
aps-45	59	11	suited	suit	VERB
aps-45	59	12	the	the	DET
aps-45	59	13	relevant	relevant	ADJ
aps-45	59	14	situation	situation	NOUN
aps-45	59	15	.	.	PUNCT
aps-45	60	1	in	in	ADP
aps-45	60	2	reality	reality	NOUN
aps-45	60	3	,	,	PUNCT
aps-45	60	4	researchers	researcher	NOUN
aps-45	60	5	may	may	AUX
aps-45	60	6	well	well	ADV
aps-45	60	7	not	not	PART
aps-45	60	8	have	have	VERB
aps-45	60	9	the	the	DET
aps-45	60	10	freedom	freedom	NOUN
aps-45	60	11	of	of	ADP
aps-45	60	12	choice	choice	NOUN
aps-45	60	13	of	of	ADP
aps-45	60	14	geography	geography	NOUN
aps-45	60	15	they	they	PRON
aps-45	60	16	might	might	AUX
aps-45	60	17	wish	wish	VERB
aps-45	60	18	for	for	ADP
aps-45	60	19	,	,	PUNCT
aps-45	60	20	as	as	SCONJ
aps-45	60	21	the	the	DET
aps-45	60	22	smallest	small	ADJ
aps-45	60	23	unit	unit	NOUN
aps-45	60	24	for	for	ADP
aps-45	60	25	which	which	PRON
aps-45	60	26	the	the	DET
aps-45	60	27	desired	desire	VERB
aps-45	60	28	indicators	indicator	NOUN
aps-45	60	29	are	be	AUX
aps-45	60	30	available	available	ADJ
aps-45	60	31	may	may	AUX
aps-45	60	32	also	also	ADV
aps-45	60	33	dictate	dictate	VERB
aps-45	60	34	the	the	DET
aps-45	60	35	level	level	NOUN
aps-45	60	36	of	of	ADP
aps-45	60	37	analysis	analysis	NOUN
aps-45	60	38	.	.	PUNCT
aps-45	61	1	it	it	PRON
aps-45	61	2	is	be	AUX
aps-45	61	3	important	important	ADJ
aps-45	61	4	to	to	PART
aps-45	61	5	note	note	VERB
aps-45	61	6	that	that	SCONJ
aps-45	61	7	all	all	DET
aps-45	61	8	results	result	NOUN
aps-45	61	9	will	will	AUX
aps-45	61	10	be	be	AUX
aps-45	61	11	affected	affect	VERB
aps-45	61	12	by	by	ADP
aps-45	61	13	the	the	DET
aps-45	61	14	specification	specification	NOUN
aps-45	61	15	of	of	ADP
aps-45	61	16	the	the	DET
aps-45	61	17	zones	zone	NOUN
aps-45	61	18	which	which	PRON
aps-45	61	19	are	be	AUX
aps-45	61	20	used	use	VERB
aps-45	61	21	(	(	PUNCT
aps-45	61	22	openshaw	openshaw	NOUN
aps-45	61	23	and	and	CCONJ
aps-45	61	24	taylor	taylor	PROPN
aps-45	61	25	1981	1981	NUM
aps-45	61	26	;	;	PUNCT
aps-45	61	27	flowerdew	flowerdew	NOUN
aps-45	61	28	et	et	PROPN
aps-45	61	29	al	al	PROPN
aps-45	61	30	.	.	PROPN
aps-45	61	31	2008	2008	NUM
aps-45	61	32	)	)	PUNCT
aps-45	61	33	.	.	PUNCT
aps-45	62	1	6	6	X
aps-45	62	2	.	.	X
aps-45	62	3	a	a	DET
aps-45	62	4	small	small	ADJ
aps-45	62	5	area	area	NOUN
aps-45	62	6	deprivation	deprivation	NOUN
aps-45	62	7	index	index	NOUN
aps-45	62	8	for	for	ADP
aps-45	62	9	australia	australia	PROPN
aps-45	62	10	we	we	PRON
aps-45	62	11	now	now	ADV
aps-45	62	12	continue	continue	VERB
aps-45	62	13	with	with	ADP
aps-45	62	14	the	the	DET
aps-45	62	15	specifics	specific	NOUN
aps-45	62	16	involved	involve	VERB
aps-45	62	17	with	with	ADP
aps-45	62	18	developing	develop	VERB
aps-45	62	19	a	a	DET
aps-45	62	20	small	small	ADJ
aps-45	62	21	area	area	NOUN
aps-45	62	22	deprivation	deprivation	NOUN
aps-45	62	23	index	index	NOUN
aps-45	62	24	for	for	ADP
aps-45	62	25	australia	australia	PROPN
aps-45	62	26	.	.	PUNCT
aps-45	63	1	norman	norman	PROPN
aps-45	63	2	et	et	PROPN
aps-45	63	3	al	al	PROPN
aps-45	63	4	.	.	PROPN
aps-45	64	1	(	(	PUNCT
aps-45	64	2	2016	2016	NUM
aps-45	64	3	)	)	PUNCT
aps-45	64	4	calculated	calculate	VERB
aps-45	64	5	a	a	DET
aps-45	64	6	measure	measure	NOUN
aps-45	64	7	of	of	ADP
aps-45	64	8	changing	change	VERB
aps-45	64	9	deprivation	deprivation	NOUN
aps-45	64	10	using	use	VERB
aps-45	64	11	data	datum	NOUN
aps-45	64	12	from	from	ADP
aps-45	64	13	the	the	DET
aps-45	64	14	2001	2001	NUM
aps-45	64	15	and	and	CCONJ
aps-45	64	16	2011	2011	NUM
aps-45	64	17	censuses	census	NOUN
aps-45	64	18	in	in	ADP
aps-45	64	19	australia	australia	PROPN
aps-45	64	20	.	.	PUNCT
aps-45	65	1	we	we	PRON
aps-45	65	2	will	will	AUX
aps-45	65	3	incorporate	incorporate	VERB
aps-45	65	4	similar	similar	ADJ
aps-45	65	5	variables	variable	NOUN
aps-45	65	6	here	here	ADV
aps-45	65	7	for	for	ADP
aps-45	65	8	a	a	DET
aps-45	65	9	cross	cross	ADJ
aps-45	65	10	-	-	ADJ
aps-45	65	11	sectional	sectional	ADJ
aps-45	65	12	australian	australian	ADJ
aps-45	65	13	population	population	NOUN
aps-45	65	14	studies	study	NOUN
aps-45	65	15	3	3	NUM
aps-45	65	16	(	(	PUNCT
aps-45	65	17	1	1	NUM
aps-45	65	18	)	)	PUNCT
aps-45	65	19	2019	2019	NUM
aps-45	65	20	norman	norman	NOUN
aps-45	65	21	,	,	PUNCT
aps-45	65	22	berrie	berrie	PROPN
aps-45	65	23	&	&	CCONJ
aps-45	65	24	exeter	exeter	PROPN
aps-45	65	25	33	33	NUM
aps-45	65	26	deprivation	deprivation	NOUN
aps-45	65	27	index	index	NOUN
aps-45	65	28	for	for	ADP
aps-45	65	29	2016	2016	NUM
aps-45	65	30	.	.	PUNCT
aps-45	66	1	the	the	DET
aps-45	66	2	geography	geography	NOUN
aps-45	66	3	will	will	AUX
aps-45	66	4	be	be	AUX
aps-45	66	5	the	the	DET
aps-45	66	6	statistical	statistical	ADJ
aps-45	66	7	areas	area	NOUN
aps-45	66	8	level	level	VERB
aps-45	66	9	2	2	NUM
aps-45	66	10	(	(	PUNCT
aps-45	66	11	sa2s	sa2s	NOUN
aps-45	66	12	)	)	PUNCT
aps-45	66	13	.	.	PUNCT
aps-45	67	1	whilst	whilst	SCONJ
aps-45	67	2	not	not	PART
aps-45	67	3	the	the	DET
aps-45	67	4	smallest	small	ADJ
aps-45	67	5	census	census	NOUN
aps-45	67	6	geography	geography	NOUN
aps-45	67	7	,	,	PUNCT
aps-45	67	8	the	the	DET
aps-45	67	9	sa2s	sa2s	NOUN
aps-45	67	10	are	be	AUX
aps-45	67	11	local	local	ADJ
aps-45	67	12	level	level	NOUN
aps-45	67	13	areal	areal	NOUN
aps-45	67	14	units	unit	NOUN
aps-45	67	15	for	for	ADP
aps-45	67	16	which	which	PRON
aps-45	67	17	detailed	detailed	ADJ
aps-45	67	18	australian	australian	ADJ
aps-45	67	19	bureau	bureau	NOUN
aps-45	67	20	of	of	ADP
aps-45	67	21	statistics	statistics	PROPN
aps-45	67	22	data	datum	NOUN
aps-45	67	23	are	be	AUX
aps-45	67	24	released	release	VERB
aps-45	67	25	,	,	PUNCT
aps-45	67	26	including	include	VERB
aps-45	67	27	tables	table	NOUN
aps-45	67	28	for	for	ADP
aps-45	67	29	geographic	geographic	ADJ
aps-45	67	30	areas	area	NOUN
aps-45	67	31	by	by	ADP
aps-45	67	32	a	a	DET
aps-45	67	33	variety	variety	NOUN
aps-45	67	34	of	of	ADP
aps-45	67	35	person	person	NOUN
aps-45	67	36	and	and	CCONJ
aps-45	67	37	household	household	NOUN
aps-45	67	38	attributes	attribute	NOUN
aps-45	67	39	.	.	PUNCT
aps-45	68	1	sa2s	sa2s	NOUN
aps-45	68	2	generally	generally	ADV
aps-45	68	3	have	have	VERB
aps-45	68	4	populations	population	NOUN
aps-45	68	5	between	between	ADP
aps-45	68	6	3,000	3,000	NUM
aps-45	68	7	and	and	CCONJ
aps-45	68	8	25,000	25,000	NUM
aps-45	68	9	persons	person	NOUN
aps-45	68	10	with	with	ADP
aps-45	68	11	an	an	DET
aps-45	68	12	average	average	ADJ
aps-45	68	13	population	population	NOUN
aps-45	68	14	of	of	ADP
aps-45	68	15	around	around	ADV
aps-45	68	16	10,000	10,000	NUM
aps-45	68	17	(	(	PUNCT
aps-45	68	18	abs	ab	NOUN
aps-45	68	19	2017	2017	NUM
aps-45	68	20	)	)	PUNCT
aps-45	68	21	.	.	PUNCT
aps-45	69	1	6.1	6.1	NUM
aps-45	69	2	.	.	PUNCT
aps-45	69	3	choose	choose	VERB
aps-45	69	4	a	a	DET
aps-45	69	5	set	set	NOUN
aps-45	69	6	of	of	ADP
aps-45	69	7	indicator	indicator	NOUN
aps-45	69	8	variables	variables	PROPN
aps-45	69	9	table	table	NOUN
aps-45	69	10	1	1	NUM
aps-45	69	11	lists	list	VERB
aps-45	69	12	the	the	DET
aps-45	69	13	variables	variable	NOUN
aps-45	69	14	we	we	PRON
aps-45	69	15	use	use	VERB
aps-45	69	16	.	.	PUNCT
aps-45	70	1	these	these	PRON
aps-45	70	2	have	have	AUX
aps-45	70	3	been	be	AUX
aps-45	70	4	chosen	choose	VERB
aps-45	70	5	to	to	PART
aps-45	70	6	represent	represent	VERB
aps-45	70	7	a	a	DET
aps-45	70	8	range	range	NOUN
aps-45	70	9	of	of	ADP
aps-45	70	10	deprivation	deprivation	NOUN
aps-45	70	11	dimensions	dimension	NOUN
aps-45	70	12	:	:	PUNCT
aps-45	70	13	unemployment	unemployment	NOUN
aps-45	70	14	(	(	PUNCT
aps-45	70	15	haynes	hayne	NOUN
aps-45	70	16	et	et	NOUN
aps-45	70	17	al	al	PROPN
aps-45	70	18	.	.	PROPN
aps-45	70	19	1996	1996	NUM
aps-45	70	20	)	)	PUNCT
aps-45	70	21	;	;	PUNCT
aps-45	70	22	low	low	ADJ
aps-45	70	23	income	income	NOUN
aps-45	70	24	(	(	PUNCT
aps-45	70	25	d’ambrosio	d’ambrosio	PROPN
aps-45	70	26	and	and	CCONJ
aps-45	70	27	frick	frick	ADJ
aps-45	70	28	2007	2007	NUM
aps-45	70	29	)	)	PUNCT
aps-45	70	30	;	;	PUNCT
aps-45	70	31	lack	lack	NOUN
aps-45	70	32	of	of	ADP
aps-45	70	33	good	good	ADJ
aps-45	70	34	english	english	PROPN
aps-45	70	35	(	(	PUNCT
aps-45	70	36	bertotti	bertotti	PROPN
aps-45	70	37	et	et	PROPN
aps-45	70	38	al	al	PROPN
aps-45	70	39	.	.	PROPN
aps-45	70	40	2012	2012	NUM
aps-45	70	41	)	)	PUNCT
aps-45	70	42	;	;	PUNCT
aps-45	70	43	low	low	ADJ
aps-45	70	44	educational	educational	ADJ
aps-45	70	45	achievement	achievement	NOUN
aps-45	70	46	(	(	PUNCT
aps-45	70	47	wilkinson	wilkinson	PROPN
aps-45	70	48	and	and	CCONJ
aps-45	70	49	pickett	pickett	PROPN
aps-45	70	50	2007	2007	NUM
aps-45	70	51	)	)	PUNCT
aps-45	70	52	and	and	CCONJ
aps-45	70	53	;	;	PUNCT
aps-45	70	54	lone	lone	ADJ
aps-45	70	55	parents	parent	NOUN
aps-45	70	56	(	(	PUNCT
aps-45	70	57	santana	santana	PROPN
aps-45	70	58	2002	2002	NUM
aps-45	70	59	)	)	PUNCT
aps-45	70	60	.	.	PUNCT
aps-45	71	1	these	these	PRON
aps-45	71	2	are	be	AUX
aps-45	71	3	here	here	ADV
aps-45	71	4	as	as	ADP
aps-45	71	5	examples	example	NOUN
aps-45	71	6	and	and	CCONJ
aps-45	71	7	each	each	PRON
aps-45	71	8	can	can	AUX
aps-45	71	9	be	be	AUX
aps-45	71	10	substituted	substitute	VERB
aps-45	71	11	or	or	CCONJ
aps-45	71	12	there	there	PRON
aps-45	71	13	can	can	AUX
aps-45	71	14	be	be	AUX
aps-45	71	15	additional	additional	ADJ
aps-45	71	16	variables	variable	NOUN
aps-45	71	17	should	should	AUX
aps-45	71	18	a	a	DET
aps-45	71	19	researcher	researcher	NOUN
aps-45	71	20	wish	wish	VERB
aps-45	71	21	to	to	PART
aps-45	71	22	use	use	VERB
aps-45	71	23	different	different	ADJ
aps-45	71	24	indicators	indicator	NOUN
aps-45	71	25	.	.	PUNCT
aps-45	72	1	table	table	NOUN
aps-45	72	2	1	1	NUM
aps-45	72	3	:	:	PUNCT
aps-45	72	4	input	input	NOUN
aps-45	72	5	variables	variable	NOUN
aps-45	72	6	from	from	ADP
aps-45	72	7	the	the	DET
aps-45	72	8	2016	2016	NUM
aps-45	72	9	census	census	NOUN
aps-45	72	10	in	in	ADP
aps-45	72	11	australia	australia	PROPN
aps-45	72	12	(	(	PUNCT
aps-45	72	13	sa2	sa2	PROPN
aps-45	72	14	)	)	PUNCT
aps-45	72	15	2016	2016	NUM
aps-45	72	16	census	census	NOUN
aps-45	72	17	table	table	NOUN
aps-45	72	18	number	number	NOUN
aps-45	72	19	&	&	CCONJ
aps-45	72	20	title	title	NOUN
aps-45	72	21	variable	variable	ADJ
aps-45	72	22	input	input	NOUN
aps-45	72	23	to	to	ADP
aps-45	72	24	index	index	NOUN
aps-45	72	25	g04	g04	NOUN
aps-45	72	26	‘	'	PUNCT
aps-45	72	27	age	age	NOUN
aps-45	72	28	by	by	ADP
aps-45	72	29	sex	sex	NOUN
aps-45	72	30	’	'	PUNCT
aps-45	72	31	count	count	NOUN
aps-45	72	32	of	of	ADP
aps-45	72	33	persons	person	NOUN
aps-45	72	34	g13	g13	NOUN
aps-45	72	35	‘	'	PUNCT
aps-45	72	36	language	language	NOUN
aps-45	72	37	spoken	speak	VERB
aps-45	72	38	at	at	ADP
aps-45	72	39	home	home	NOUN
aps-45	72	40	by	by	ADP
aps-45	72	41	proficiency	proficiency	NOUN
aps-45	72	42	in	in	ADP
aps-45	72	43	spoken	speak	VERB
aps-45	72	44	english	english	ADJ
aps-45	72	45	language	language	NOUN
aps-45	72	46	by	by	ADP
aps-45	72	47	sex	sex	NOUN
aps-45	72	48	’	'	PUNCT
aps-45	72	49	%	%	NOUN
aps-45	72	50	persons	person	NOUN
aps-45	72	51	who	who	PRON
aps-45	72	52	do	do	AUX
aps-45	72	53	not	not	PART
aps-45	72	54	speak	speak	VERB
aps-45	72	55	english	english	PROPN
aps-45	72	56	well	well	INTJ
aps-45	72	57	g16	g16	PROPN
aps-45	72	58	‘	'	PUNCT
aps-45	72	59	highest	high	ADJ
aps-45	72	60	year	year	NOUN
aps-45	72	61	of	of	ADP
aps-45	72	62	school	school	NOUN
aps-45	72	63	completed	complete	VERB
aps-45	72	64	by	by	ADP
aps-45	72	65	age	age	NOUN
aps-45	72	66	by	by	ADP
aps-45	72	67	sex	sex	NOUN
aps-45	72	68	’	'	PUNCT
aps-45	72	69	%	%	NOUN
aps-45	72	70	persons	person	NOUN
aps-45	72	71	not	not	PART
aps-45	72	72	completing	complete	VERB
aps-45	72	73	school	school	NOUN
aps-45	72	74	to	to	ADP
aps-45	72	75	year	year	NOUN
aps-45	72	76	10	10	NUM
aps-45	72	77	g29	g29	NOUN
aps-45	72	78	‘	'	PUNCT
aps-45	72	79	total	total	ADJ
aps-45	72	80	household	household	NOUN
aps-45	72	81	income	income	NOUN
aps-45	72	82	(	(	PUNCT
aps-45	72	83	weekly	weekly	ADJ
aps-45	72	84	)	)	PUNCT
aps-45	72	85	by	by	ADP
aps-45	72	86	household	household	NOUN
aps-45	72	87	composition	composition	NOUN
aps-45	72	88	’	'	PUNCT
aps-45	72	89	%	%	NOUN
aps-45	72	90	households	household	NOUN
aps-45	72	91	with	with	ADP
aps-45	72	92	income	income	NOUN
aps-45	72	93	less	less	ADJ
aps-45	72	94	than	than	ADP
aps-45	72	95	$	$	SYM
aps-45	72	96	1,500	1,500	NUM
aps-45	72	97	(	(	PUNCT
aps-45	72	98	median	median	ADJ
aps-45	72	99	income	income	NOUN
aps-45	72	100	is	be	AUX
aps-45	72	101	$	$	SYM
aps-45	72	102	1,438	1,438	NUM
aps-45	72	103	)	)	PUNCT
aps-45	72	104	g39	g39	NOUN
aps-45	72	105	‘	'	PUNCT
aps-45	72	106	dwelling	dwelling	ADJ
aps-45	72	107	structure	structure	NOUN
aps-45	72	108	by	by	ADP
aps-45	72	109	household	household	NOUN
aps-45	72	110	composition	composition	NOUN
aps-45	72	111	and	and	CCONJ
aps-45	72	112	family	family	NOUN
aps-45	72	113	composition	composition	NOUN
aps-45	72	114	’	'	PUNCT
aps-45	72	115	%	%	NOUN
aps-45	72	116	dwellings	dwelling	NOUN
aps-45	72	117	with	with	ADP
aps-45	72	118	lone	lone	ADJ
aps-45	72	119	parent	parent	NOUN
aps-45	72	120	households	household	NOUN
aps-45	72	121	g43	g43	VERB
aps-45	72	122	‘	'	PUNCT
aps-45	72	123	labour	labour	ADJ
aps-45	72	124	force	force	NOUN
aps-45	72	125	status	status	NOUN
aps-45	72	126	by	by	ADP
aps-45	72	127	age	age	NOUN
aps-45	72	128	by	by	ADP
aps-45	72	129	sex	sex	NOUN
aps-45	72	130	’	'	PUNCT
aps-45	72	131	%	%	NOUN
aps-45	72	132	persons	person	NOUN
aps-45	72	133	unemployed	unemployed	ADJ
aps-45	72	134	source	source	NOUN
aps-45	72	135	:	:	PUNCT
aps-45	72	136	australian	australian	ADJ
aps-45	72	137	bureau	bureau	NOUN
aps-45	72	138	of	of	ADP
aps-45	72	139	statistics	statistics	PROPN
aps-45	72	140	note	note	VERB
aps-45	72	141	:	:	PUNCT
aps-45	72	142	the	the	DET
aps-45	72	143	variables	variable	NOUN
aps-45	72	144	expressed	express	VERB
aps-45	72	145	as	as	ADP
aps-45	72	146	a	a	DET
aps-45	72	147	percentage	percentage	NOUN
aps-45	72	148	are	be	AUX
aps-45	72	149	numerator	numerator	NOUN
aps-45	72	150	/	/	SYM
aps-45	72	151	denominator	denominator	NOUN
aps-45	72	152	x	x	SYM
aps-45	72	153	100	100	NUM
aps-45	72	154	.	.	PUNCT
aps-45	73	1	the	the	DET
aps-45	73	2	variables	variable	NOUN
aps-45	73	3	listed	list	VERB
aps-45	73	4	in	in	ADP
aps-45	73	5	table	table	NOUN
aps-45	73	6	1	1	NUM
aps-45	73	7	have	have	AUX
aps-45	73	8	been	be	AUX
aps-45	73	9	obtained	obtain	VERB
aps-45	73	10	from	from	ADP
aps-45	73	11	the	the	DET
aps-45	73	12	table	table	NOUN
aps-45	73	13	number	number	NOUN
aps-45	73	14	stated	state	VERB
aps-45	73	15	.	.	PUNCT
aps-45	74	1	the	the	DET
aps-45	74	2	numerators	numerator	NOUN
aps-45	74	3	and	and	CCONJ
aps-45	74	4	denominators	denominator	NOUN
aps-45	74	5	are	be	AUX
aps-45	74	6	sourced	source	VERB
aps-45	74	7	from	from	ADP
aps-45	74	8	the	the	DET
aps-45	74	9	same	same	ADJ
aps-45	74	10	tables	table	NOUN
aps-45	74	11	so	so	SCONJ
aps-45	74	12	that	that	SCONJ
aps-45	74	13	appropriate	appropriate	ADJ
aps-45	74	14	percentages	percentage	NOUN
aps-45	74	15	can	can	AUX
aps-45	74	16	be	be	AUX
aps-45	74	17	calculated	calculate	VERB
aps-45	74	18	.	.	PUNCT
aps-45	75	1	the	the	DET
aps-45	75	2	inputs	input	NOUN
aps-45	75	3	used	use	VERB
aps-45	75	4	for	for	ADP
aps-45	75	5	these	these	PRON
aps-45	75	6	are	be	AUX
aps-45	75	7	included	include	VERB
aps-45	75	8	in	in	ADP
aps-45	75	9	this	this	DET
aps-45	75	10	article	article	NOUN
aps-45	75	11	’s	’s	PART
aps-45	75	12	online	online	ADJ
aps-45	75	13	resources	resource	NOUN
aps-45	75	14	(	(	PUNCT
aps-45	75	15	noted	note	VERB
aps-45	75	16	at	at	ADP
aps-45	75	17	the	the	DET
aps-45	75	18	end	end	NOUN
aps-45	75	19	of	of	ADP
aps-45	75	20	the	the	DET
aps-45	75	21	paper	paper	NOUN
aps-45	75	22	)	)	PUNCT
aps-45	75	23	.	.	PUNCT
aps-45	76	1	the	the	DET
aps-45	76	2	percentages	percentage	NOUN
aps-45	76	3	represent	represent	VERB
aps-45	76	4	variables	variable	NOUN
aps-45	76	5	whereby	whereby	SCONJ
aps-45	76	6	the	the	PRON
aps-45	76	7	higher	high	ADJ
aps-45	76	8	the	the	DET
aps-45	76	9	percentage	percentage	NOUN
aps-45	76	10	,	,	PUNCT
aps-45	76	11	the	the	PRON
aps-45	76	12	greater	great	ADJ
aps-45	76	13	the	the	DET
aps-45	76	14	level	level	NOUN
aps-45	76	15	of	of	ADP
aps-45	76	16	the	the	DET
aps-45	76	17	deprivation	deprivation	NOUN
aps-45	76	18	.	.	PUNCT
aps-45	77	1	the	the	DET
aps-45	77	2	polarity	polarity	NOUN
aps-45	77	3	of	of	ADP
aps-45	77	4	the	the	DET
aps-45	77	5	variables	variable	NOUN
aps-45	77	6	needs	need	VERB
aps-45	77	7	to	to	PART
aps-45	77	8	be	be	AUX
aps-45	77	9	consistent	consistent	ADJ
aps-45	77	10	.	.	PUNCT
aps-45	78	1	6.2	6.2	NUM
aps-45	78	2	.	.	PUNCT
aps-45	79	1	excluding	exclude	VERB
aps-45	79	2	areas	area	NOUN
aps-45	79	3	with	with	ADP
aps-45	79	4	very	very	ADV
aps-45	79	5	small	small	ADJ
aps-45	79	6	populations	population	NOUN
aps-45	79	7	in	in	ADP
aps-45	79	8	2016	2016	NUM
aps-45	79	9	there	there	PRON
aps-45	79	10	were	be	VERB
aps-45	79	11	2,301	2,301	NUM
aps-45	79	12	sa2s	sa2s	NOUN
aps-45	79	13	in	in	ADP
aps-45	79	14	australia	australia	PROPN
aps-45	79	15	but	but	CCONJ
aps-45	79	16	since	since	SCONJ
aps-45	79	17	some	some	PRON
aps-45	79	18	have	have	VERB
aps-45	79	19	very	very	ADV
aps-45	79	20	small	small	ADJ
aps-45	79	21	populations	population	NOUN
aps-45	79	22	,	,	PUNCT
aps-45	79	23	we	we	PRON
aps-45	79	24	only	only	ADV
aps-45	79	25	include	include	VERB
aps-45	79	26	those	those	PRON
aps-45	79	27	with	with	ADP
aps-45	79	28	200	200	NUM
aps-45	79	29	or	or	CCONJ
aps-45	79	30	more	more	ADJ
aps-45	79	31	persons	person	NOUN
aps-45	79	32	so	so	SCONJ
aps-45	79	33	the	the	DET
aps-45	79	34	deprivation	deprivation	NOUN
aps-45	79	35	index	index	NOUN
aps-45	79	36	developed	develop	VERB
aps-45	79	37	is	be	AUX
aps-45	79	38	for	for	ADP
aps-45	79	39	2,169	2,169	NUM
aps-45	79	40	sa2s	sa2s	NOUN
aps-45	79	41	.	.	PUNCT
aps-45	80	1	researchers	researcher	NOUN
aps-45	80	2	could	could	AUX
aps-45	80	3	combine	combine	VERB
aps-45	80	4	an	an	DET
aps-45	80	5	area	area	NOUN
aps-45	80	6	with	with	ADP
aps-45	80	7	a	a	DET
aps-45	80	8	small	small	ADJ
aps-45	80	9	population	population	NOUN
aps-45	80	10	with	with	ADP
aps-45	80	11	an	an	DET
aps-45	80	12	adjacent	adjacent	ADJ
aps-45	80	13	area	area	NOUN
aps-45	80	14	so	so	SCONJ
aps-45	80	15	as	as	SCONJ
aps-45	80	16	not	not	PART
aps-45	80	17	to	to	PART
aps-45	80	18	lose	lose	VERB
aps-45	80	19	data	datum	NOUN
aps-45	80	20	.	.	PUNCT
aps-45	81	1	6.3	6.3	NUM
aps-45	81	2	.	.	PUNCT
aps-45	81	3	transforming	transform	VERB
aps-45	81	4	and	and	CCONJ
aps-45	81	5	standardising	standardise	VERB
aps-45	81	6	the	the	DET
aps-45	81	7	input	input	NOUN
aps-45	81	8	variables	variable	VERB
aps-45	81	9	many	many	ADJ
aps-45	81	10	social	social	ADJ
aps-45	81	11	variables	variable	NOUN
aps-45	81	12	have	have	VERB
aps-45	81	13	skewed	skewed	ADJ
aps-45	81	14	distributions	distribution	NOUN
aps-45	81	15	and	and	CCONJ
aps-45	81	16	researchers	researcher	NOUN
aps-45	81	17	may	may	AUX
aps-45	81	18	choose	choose	VERB
aps-45	81	19	to	to	PART
aps-45	81	20	transform	transform	VERB
aps-45	81	21	input	input	NOUN
aps-45	81	22	variables	variable	NOUN
aps-45	81	23	to	to	ADP
aps-45	81	24	(	(	PUNCT
aps-45	81	25	near	near	ADJ
aps-45	81	26	)	)	PUNCT
aps-45	81	27	normal	normal	ADJ
aps-45	81	28	distributions	distribution	NOUN
aps-45	81	29	.	.	PUNCT
aps-45	82	1	the	the	DET
aps-45	82	2	townsend	townsend	PROPN
aps-45	82	3	index	index	PROPN
aps-45	82	4	,	,	PUNCT
aps-45	82	5	for	for	ADP
aps-45	82	6	example	example	NOUN
aps-45	82	7	,	,	PUNCT
aps-45	82	8	log	log	NOUN
aps-45	82	9	transforms	transform	VERB
aps-45	82	10	the	the	DET
aps-45	82	11	34	34	NUM
aps-45	82	12	norman	norman	NOUN
aps-45	82	13	,	,	PUNCT
aps-45	82	14	berrie	berrie	PROPN
aps-45	82	15	&	&	CCONJ
aps-45	82	16	exeter	exeter	PROPN
aps-45	82	17	australian	australian	ADJ
aps-45	82	18	population	population	NOUN
aps-45	82	19	studies	study	NOUN
aps-45	82	20	3	3	NUM
aps-45	82	21	(	(	PUNCT
aps-45	82	22	1	1	NUM
aps-45	82	23	)	)	SYM
aps-45	82	24	2019	2019	NUM
aps-45	82	25	percentages	percentage	NOUN
aps-45	82	26	of	of	ADP
aps-45	82	27	unemployment	unemployment	NOUN
aps-45	82	28	and	and	CCONJ
aps-45	82	29	overcrowding	overcrowding	NOUN
aps-45	82	30	as	as	SCONJ
aps-45	82	31	these	these	PRON
aps-45	82	32	are	be	AUX
aps-45	82	33	positively	positively	ADV
aps-45	82	34	skewed	skewed	ADJ
aps-45	82	35	.	.	PUNCT
aps-45	83	1	the	the	DET
aps-45	83	2	need	need	NOUN
aps-45	83	3	for	for	ADP
aps-45	83	4	,	,	PUNCT
aps-45	83	5	and	and	CCONJ
aps-45	83	6	methods	method	NOUN
aps-45	83	7	of	of	ADP
aps-45	83	8	transformations	transformation	NOUN
aps-45	83	9	,	,	PUNCT
aps-45	83	10	are	be	AUX
aps-45	83	11	subject	subject	ADJ
aps-45	83	12	to	to	ADP
aps-45	83	13	debate	debate	NOUN
aps-45	83	14	(	(	PUNCT
aps-45	83	15	gilthorpe	gilthorpe	PROPN
aps-45	83	16	1995	1995	NUM
aps-45	83	17	;	;	PUNCT
aps-45	83	18	senior	senior	ADJ
aps-45	83	19	2002	2002	NUM
aps-45	83	20	)	)	PUNCT
aps-45	83	21	.	.	PUNCT
aps-45	84	1	for	for	ADP
aps-45	84	2	simplicity	simplicity	NOUN
aps-45	84	3	,	,	PUNCT
aps-45	84	4	we	we	PRON
aps-45	84	5	do	do	AUX
aps-45	84	6	not	not	PART
aps-45	84	7	transform	transform	VERB
aps-45	84	8	variables	variable	NOUN
aps-45	84	9	here	here	ADV
aps-45	84	10	.	.	PUNCT
aps-45	85	1	there	there	PRON
aps-45	85	2	is	be	VERB
aps-45	85	3	more	more	ADJ
aps-45	85	4	of	of	ADP
aps-45	85	5	a	a	DET
aps-45	85	6	consensus	consensus	NOUN
aps-45	85	7	on	on	ADP
aps-45	85	8	the	the	DET
aps-45	85	9	need	need	NOUN
aps-45	85	10	to	to	PART
aps-45	85	11	standardise	standardise	VERB
aps-45	85	12	variables	variable	NOUN
aps-45	85	13	.	.	PUNCT
aps-45	86	1	underpinning	underpin	VERB
aps-45	86	2	the	the	DET
aps-45	86	3	need	need	NOUN
aps-45	86	4	for	for	ADP
aps-45	86	5	this	this	DET
aps-45	86	6	step	step	NOUN
aps-45	86	7	is	be	AUX
aps-45	86	8	that	that	SCONJ
aps-45	86	9	each	each	PRON
aps-45	86	10	of	of	ADP
aps-45	86	11	the	the	DET
aps-45	86	12	input	input	NOUN
aps-45	86	13	variables	variable	NOUN
aps-45	86	14	will	will	AUX
aps-45	86	15	have	have	VERB
aps-45	86	16	differences	difference	NOUN
aps-45	86	17	in	in	ADP
aps-45	86	18	what	what	PRON
aps-45	86	19	are	be	AUX
aps-45	86	20	inherently	inherently	ADV
aps-45	86	21	large	large	ADJ
aps-45	86	22	and	and	CCONJ
aps-45	86	23	small	small	ADJ
aps-45	86	24	values	value	NOUN
aps-45	86	25	.	.	PUNCT
aps-45	87	1	for	for	ADP
aps-45	87	2	example	example	NOUN
aps-45	87	3	,	,	PUNCT
aps-45	87	4	at	at	ADP
aps-45	87	5	the	the	DET
aps-45	87	6	sa2	sa2	NOUN
aps-45	87	7	level	level	NOUN
aps-45	87	8	,	,	PUNCT
aps-45	87	9	the	the	DET
aps-45	87	10	percentage	percentage	NOUN
aps-45	87	11	of	of	ADP
aps-45	87	12	persons	person	NOUN
aps-45	87	13	not	not	PART
aps-45	87	14	completing	complete	VERB
aps-45	87	15	school	school	NOUN
aps-45	87	16	to	to	ADP
aps-45	87	17	year	year	NOUN
aps-45	87	18	10	10	NUM
aps-45	87	19	varies	varie	NOUN
aps-45	87	20	between	between	ADP
aps-45	87	21	4.02	4.02	NUM
aps-45	87	22	%	%	NOUN
aps-45	87	23	and	and	CCONJ
aps-45	87	24	70.42	70.42	NUM
aps-45	87	25	%	%	NOUN
aps-45	87	26	with	with	ADP
aps-45	87	27	a	a	DET
aps-45	87	28	mean	mean	NOUN
aps-45	87	29	of	of	ADP
aps-45	87	30	20.00	20.00	NUM
aps-45	87	31	,	,	PUNCT
aps-45	87	32	whereas	whereas	SCONJ
aps-45	87	33	the	the	DET
aps-45	87	34	percentage	percentage	NOUN
aps-45	87	35	of	of	ADP
aps-45	87	36	lone	lone	ADJ
aps-45	87	37	parents	parent	NOUN
aps-45	87	38	varies	vary	VERB
aps-45	87	39	between	between	ADP
aps-45	87	40	2.16	2.16	NUM
aps-45	87	41	%	%	NOUN
aps-45	87	42	and	and	CCONJ
aps-45	87	43	36.05	36.05	NUM
aps-45	87	44	%	%	NOUN
aps-45	87	45	with	with	ADP
aps-45	87	46	a	a	DET
aps-45	87	47	mean	mean	NOUN
aps-45	87	48	of	of	ADP
aps-45	87	49	10.96	10.96	NUM
aps-45	87	50	.	.	PUNCT
aps-45	88	1	there	there	PRON
aps-45	88	2	is	be	VERB
aps-45	88	3	a	a	DET
aps-45	88	4	need	need	NOUN
aps-45	88	5	to	to	PART
aps-45	88	6	have	have	AUX
aps-45	88	7	variables	variable	NOUN
aps-45	88	8	on	on	ADP
aps-45	88	9	a	a	DET
aps-45	88	10	comparable	comparable	ADJ
aps-45	88	11	scale	scale	NOUN
aps-45	88	12	.	.	PUNCT
aps-45	89	1	the	the	DET
aps-45	89	2	most	most	ADV
aps-45	89	3	common	common	ADJ
aps-45	89	4	method	method	NOUN
aps-45	89	5	(	(	PUNCT
aps-45	89	6	as	as	SCONJ
aps-45	89	7	used	use	VERB
aps-45	89	8	in	in	ADP
aps-45	89	9	both	both	CCONJ
aps-45	89	10	the	the	DET
aps-45	89	11	townsend	townsend	PROPN
aps-45	89	12	and	and	CCONJ
aps-45	89	13	carstairs	carstair	NOUN
aps-45	89	14	schemes	scheme	NOUN
aps-45	89	15	)	)	PUNCT
aps-45	89	16	is	be	AUX
aps-45	89	17	to	to	PART
aps-45	89	18	standardise	standardise	VERB
aps-45	89	19	using	use	VERB
aps-45	89	20	z	z	NOUN
aps-45	89	21	-	-	PUNCT
aps-45	89	22	scores	score	NOUN
aps-45	89	23	.	.	PUNCT
aps-45	90	1	the	the	DET
aps-45	90	2	inputs	input	NOUN
aps-45	90	3	to	to	ADP
aps-45	90	4	the	the	DET
aps-45	90	5	z	z	NOUN
aps-45	90	6	-	-	PUNCT
aps-45	90	7	score	score	NOUN
aps-45	90	8	calculation	calculation	NOUN
aps-45	90	9	for	for	ADP
aps-45	90	10	the	the	DET
aps-45	90	11	sa2	sa2	NOUN
aps-45	90	12	variables	variable	NOUN
aps-45	90	13	are	be	AUX
aps-45	90	14	the	the	DET
aps-45	90	15	percentages	percentage	NOUN
aps-45	90	16	of	of	ADP
aps-45	90	17	each	each	DET
aps-45	90	18	variable	variable	NOUN
aps-45	90	19	.	.	PUNCT
aps-45	91	1	the	the	DET
aps-45	91	2	resulting	result	VERB
aps-45	91	3	z	z	NOUN
aps-45	91	4	-	-	PUNCT
aps-45	91	5	scores	score	NOUN
aps-45	91	6	for	for	ADP
aps-45	91	7	all	all	DET
aps-45	91	8	variables	variable	NOUN
aps-45	91	9	have	have	VERB
aps-45	91	10	a	a	DET
aps-45	91	11	mean	mean	NOUN
aps-45	91	12	of	of	ADP
aps-45	91	13	zero	zero	NUM
aps-45	91	14	and	and	CCONJ
aps-45	91	15	a	a	DET
aps-45	91	16	standard	standard	ADJ
aps-45	91	17	deviation	deviation	NOUN
aps-45	91	18	of	of	ADP
aps-45	91	19	1	1	NUM
aps-45	91	20	so	so	SCONJ
aps-45	91	21	they	they	PRON
aps-45	91	22	are	be	AUX
aps-45	91	23	now	now	ADV
aps-45	91	24	comparable	comparable	ADJ
aps-45	91	25	.	.	PUNCT
aps-45	92	1	higher	high	ADJ
aps-45	92	2	positive	positive	ADJ
aps-45	92	3	z	z	NOUN
aps-45	92	4	-	-	PUNCT
aps-45	92	5	scores	score	NOUN
aps-45	92	6	are	be	AUX
aps-45	92	7	higher	high	ADJ
aps-45	92	8	levels	level	NOUN
aps-45	92	9	of	of	ADP
aps-45	92	10	the	the	DET
aps-45	92	11	indicator	indicator	NOUN
aps-45	92	12	and	and	CCONJ
aps-45	92	13	more	more	ADV
aps-45	92	14	negative	negative	ADJ
aps-45	92	15	values	value	NOUN
aps-45	92	16	are	be	AUX
aps-45	92	17	lower	low	ADJ
aps-45	92	18	levels	level	NOUN
aps-45	92	19	.	.	PUNCT
aps-45	93	1	z	z	NOUN
aps-45	93	2	-	-	PUNCT
aps-45	93	3	scores	score	NOUN
aps-45	93	4	are	be	AUX
aps-45	93	5	calculated	calculate	VERB
aps-45	93	6	using	use	VERB
aps-45	93	7	the	the	DET
aps-45	93	8	formula	formula	NOUN
aps-45	93	9	:	:	PUNCT
aps-45	93	10	z	z	X
aps-45	93	11	-	-	PUNCT
aps-45	93	12	score	score	NOUN
aps-45	93	13	=	=	PUNCT
aps-45	93	14	(	(	PUNCT
aps-45	93	15	observation	observation	NOUN
aps-45	93	16	mean	mean	NOUN
aps-45	93	17	)	)	PUNCT
aps-45	93	18	/	/	SYM
aps-45	93	19	standard	standard	ADJ
aps-45	93	20	deviation	deviation	NOUN
aps-45	93	21	alternatively	alternatively	ADV
aps-45	93	22	,	,	PUNCT
aps-45	93	23	the	the	DET
aps-45	93	24	‘	'	PUNCT
aps-45	93	25	range	range	NOUN
aps-45	93	26	standardisation	standardisation	NOUN
aps-45	93	27	’	'	PUNCT
aps-45	93	28	calculation	calculation	NOUN
aps-45	93	29	can	can	AUX
aps-45	93	30	be	be	AUX
aps-45	93	31	used	use	VERB
aps-45	93	32	(	(	PUNCT
aps-45	93	33	lucy	lucy	PROPN
aps-45	93	34	and	and	CCONJ
aps-45	93	35	burns	burn	VERB
aps-45	93	36	2017	2017	NUM
aps-45	93	37	)	)	PUNCT
aps-45	93	38	.	.	PUNCT
aps-45	94	1	range	range	NOUN
aps-45	94	2	standardisation	standardisation	NOUN
aps-45	94	3	rescales	rescale	VERB
aps-45	94	4	observations	observation	NOUN
aps-45	94	5	for	for	SCONJ
aps-45	94	6	a	a	DET
aps-45	94	7	variable	variable	NOUN
aps-45	94	8	to	to	PART
aps-45	94	9	lie	lie	VERB
aps-45	94	10	between	between	ADP
aps-45	94	11	0	0	NUM
aps-45	94	12	and	and	CCONJ
aps-45	94	13	1	1	NUM
aps-45	94	14	.	.	NUM
aps-45	94	15	6.4	6.4	NUM
aps-45	94	16	.	.	PUNCT
aps-45	95	1	combining	combine	VERB
aps-45	95	2	the	the	DET
aps-45	95	3	standardised	standardised	ADJ
aps-45	95	4	input	input	NOUN
aps-45	95	5	variables	variable	NOUN
aps-45	95	6	the	the	DET
aps-45	95	7	aim	aim	NOUN
aps-45	95	8	is	be	AUX
aps-45	95	9	to	to	PART
aps-45	95	10	have	have	VERB
aps-45	95	11	a	a	DET
aps-45	95	12	single	single	ADJ
aps-45	95	13	figure	figure	NOUN
aps-45	95	14	deprivation	deprivation	NOUN
aps-45	95	15	index	index	NOUN
aps-45	95	16	and	and	CCONJ
aps-45	95	17	a	a	DET
aps-45	95	18	regular	regular	ADJ
aps-45	95	19	approach	approach	NOUN
aps-45	95	20	is	be	AUX
aps-45	95	21	to	to	PART
aps-45	95	22	sum	sum	VERB
aps-45	95	23	the	the	DET
aps-45	95	24	z	z	NOUN
aps-45	95	25	-	-	PUNCT
aps-45	95	26	scores	score	NOUN
aps-45	95	27	of	of	ADP
aps-45	95	28	the	the	DET
aps-45	95	29	input	input	NOUN
aps-45	95	30	variables	variable	NOUN
aps-45	95	31	.	.	PUNCT
aps-45	96	1	a	a	DET
aps-45	96	2	simple	simple	ADJ
aps-45	96	3	‘	'	PUNCT
aps-45	96	4	additive	additive	NOUN
aps-45	96	5	’	'	PUNCT
aps-45	96	6	,	,	PUNCT
aps-45	96	7	unweighted	unweighted	ADJ
aps-45	96	8	approach	approach	NOUN
aps-45	96	9	is	be	AUX
aps-45	96	10	used	use	VERB
aps-45	96	11	in	in	ADP
aps-45	96	12	the	the	DET
aps-45	96	13	townsend	townsend	PROPN
aps-45	96	14	and	and	CCONJ
aps-45	96	15	carstairs	carstair	NOUN
aps-45	96	16	indexes	index	NOUN
aps-45	96	17	so	so	SCONJ
aps-45	96	18	that	that	SCONJ
aps-45	96	19	all	all	DET
aps-45	96	20	variables	variable	NOUN
aps-45	96	21	contribute	contribute	VERB
aps-45	96	22	equally	equally	ADV
aps-45	96	23	.	.	PUNCT
aps-45	97	1	the	the	DET
aps-45	97	2	jarman	jarman	PROPN
aps-45	97	3	index	index	PROPN
aps-45	97	4	(	(	PUNCT
aps-45	97	5	1983	1983	NUM
aps-45	97	6	)	)	PUNCT
aps-45	97	7	applies	apply	VERB
aps-45	97	8	weights	weight	NOUN
aps-45	97	9	to	to	PART
aps-45	97	10	differentially	differentially	ADV
aps-45	97	11	change	change	VERB
aps-45	97	12	the	the	DET
aps-45	97	13	impact	impact	NOUN
aps-45	97	14	of	of	ADP
aps-45	97	15	inputs	input	NOUN
aps-45	97	16	when	when	SCONJ
aps-45	97	17	they	they	PRON
aps-45	97	18	are	be	AUX
aps-45	97	19	summed	sum	VERB
aps-45	97	20	.	.	PUNCT
aps-45	98	1	in	in	ADP
aps-45	98	2	reality	reality	NOUN
aps-45	98	3	,	,	PUNCT
aps-45	98	4	the	the	DET
aps-45	98	5	weights	weight	NOUN
aps-45	98	6	applied	apply	VERB
aps-45	98	7	by	by	ADP
aps-45	98	8	jarman	jarman	PROPN
aps-45	98	9	more	more	ADV
aps-45	98	10	likely	likely	ADV
aps-45	98	11	reflect	reflect	VERB
aps-45	98	12	gp	gp	NOUN
aps-45	98	13	workload	workload	NOUN
aps-45	98	14	rather	rather	ADV
aps-45	98	15	than	than	ADP
aps-45	98	16	a	a	DET
aps-45	98	17	variable	variable	NOUN
aps-45	98	18	’s	’s	PART
aps-45	98	19	ability	ability	NOUN
aps-45	98	20	to	to	PART
aps-45	98	21	better	well	ADJ
aps-45	98	22	measure	measure	VERB
aps-45	98	23	deprivation	deprivation	NOUN
aps-45	98	24	(	(	PUNCT
aps-45	98	25	senior	senior	ADJ
aps-45	98	26	2002	2002	NUM
aps-45	98	27	)	)	PUNCT
aps-45	98	28	.	.	PUNCT
aps-45	99	1	for	for	ADP
aps-45	99	2	deprivation	deprivation	NOUN
aps-45	99	3	in	in	ADP
aps-45	99	4	australia	australia	PROPN
aps-45	99	5	,	,	PUNCT
aps-45	99	6	we	we	PRON
aps-45	99	7	sum	sum	VERB
aps-45	99	8	the	the	DET
aps-45	99	9	five	five	NUM
aps-45	99	10	sets	set	NOUN
aps-45	99	11	of	of	ADP
aps-45	99	12	z	z	NOUN
aps-45	99	13	-	-	PUNCT
aps-45	99	14	scores	score	NOUN
aps-45	99	15	unweighted	unweighte	VERB
aps-45	99	16	to	to	PART
aps-45	99	17	thereby	thereby	ADV
aps-45	99	18	have	have	VERB
aps-45	99	19	a	a	DET
aps-45	99	20	deprivation	deprivation	NOUN
aps-45	99	21	index	index	NOUN
aps-45	99	22	for	for	ADP
aps-45	99	23	the	the	DET
aps-45	99	24	sa2	sa2	NOUN
aps-45	99	25	geography	geography	NOUN
aps-45	99	26	.	.	PUNCT
aps-45	100	1	once	once	ADV
aps-45	100	2	summed	sum	VERB
aps-45	100	3	,	,	PUNCT
aps-45	100	4	in	in	ADP
aps-45	100	5	terms	term	NOUN
aps-45	100	6	of	of	ADP
aps-45	100	7	interpretation	interpretation	NOUN
aps-45	100	8	,	,	PUNCT
aps-45	100	9	more	more	ADV
aps-45	100	10	positive	positive	ADJ
aps-45	100	11	index	index	NOUN
aps-45	100	12	scores	score	NOUN
aps-45	100	13	reflect	reflect	VERB
aps-45	100	14	higher	high	ADJ
aps-45	100	15	levels	level	NOUN
aps-45	100	16	of	of	ADP
aps-45	100	17	deprivation	deprivation	NOUN
aps-45	100	18	and	and	CCONJ
aps-45	100	19	more	more	ADV
aps-45	100	20	negative	negative	ADJ
aps-45	100	21	values	value	NOUN
aps-45	100	22	are	be	AUX
aps-45	100	23	lower	low	ADJ
aps-45	100	24	levels	level	NOUN
aps-45	100	25	of	of	ADP
aps-45	100	26	deprivation	deprivation	NOUN
aps-45	100	27	.	.	PUNCT
aps-45	101	1	since	since	SCONJ
aps-45	101	2	the	the	DET
aps-45	101	3	indicators	indicator	NOUN
aps-45	101	4	aim	aim	VERB
aps-45	101	5	to	to	PART
aps-45	101	6	capture	capture	VERB
aps-45	101	7	deprivation	deprivation	NOUN
aps-45	101	8	,	,	PUNCT
aps-45	101	9	areas	area	NOUN
aps-45	101	10	found	find	VERB
aps-45	101	11	to	to	PART
aps-45	101	12	lack	lack	VERB
aps-45	101	13	deprivation	deprivation	NOUN
aps-45	101	14	should	should	AUX
aps-45	101	15	not	not	PART
aps-45	101	16	be	be	AUX
aps-45	101	17	described	describe	VERB
aps-45	101	18	as	as	ADP
aps-45	101	19	relatively	relatively	ADV
aps-45	101	20	wealthy	wealthy	ADJ
aps-45	101	21	or	or	CCONJ
aps-45	101	22	affluent	affluent	ADJ
aps-45	101	23	.	.	PUNCT
aps-45	102	1	an	an	DET
aps-45	102	2	alternative	alternative	ADJ
aps-45	102	3	method	method	NOUN
aps-45	102	4	of	of	ADP
aps-45	102	5	combining	combine	VERB
aps-45	102	6	a	a	DET
aps-45	102	7	set	set	NOUN
aps-45	102	8	of	of	ADP
aps-45	102	9	indicator	indicator	NOUN
aps-45	102	10	variables	variable	NOUN
aps-45	102	11	is	be	AUX
aps-45	102	12	to	to	PART
aps-45	102	13	use	use	VERB
aps-45	102	14	principal	principal	ADJ
aps-45	102	15	components	component	NOUN
aps-45	102	16	analysis	analysis	NOUN
aps-45	102	17	.	.	PUNCT
aps-45	103	1	the	the	DET
aps-45	103	2	new	new	PROPN
aps-45	103	3	zealand	zealand	PROPN
aps-45	103	4	index	index	NOUN
aps-45	103	5	of	of	ADP
aps-45	103	6	deprivation	deprivation	NOUN
aps-45	103	7	for	for	ADP
aps-45	103	8	2013	2013	NUM
aps-45	103	9	used	use	VERB
aps-45	103	10	nine	nine	NUM
aps-45	103	11	census	census	NOUN
aps-45	103	12	-	-	PUNCT
aps-45	103	13	derived	derive	VERB
aps-45	103	14	variables	variable	NOUN
aps-45	103	15	of	of	ADP
aps-45	103	16	deprivation	deprivation	NOUN
aps-45	103	17	and	and	CCONJ
aps-45	103	18	the	the	DET
aps-45	103	19	weights	weight	NOUN
aps-45	103	20	of	of	ADP
aps-45	103	21	the	the	DET
aps-45	103	22	first	first	ADJ
aps-45	103	23	principal	principal	ADJ
aps-45	103	24	components	component	NOUN
aps-45	103	25	are	be	AUX
aps-45	103	26	used	use	VERB
aps-45	103	27	to	to	PART
aps-45	103	28	combine	combine	VERB
aps-45	103	29	the	the	DET
aps-45	103	30	nine	nine	NUM
aps-45	103	31	variables	variable	NOUN
aps-45	103	32	into	into	ADP
aps-45	103	33	an	an	DET
aps-45	103	34	overall	overall	ADJ
aps-45	103	35	deprivation	deprivation	NOUN
aps-45	103	36	score	score	NOUN
aps-45	103	37	(	(	PUNCT
aps-45	103	38	atkinson	atkinson	PROPN
aps-45	103	39	et	et	PROPN
aps-45	103	40	al	al	PROPN
aps-45	103	41	.	.	PROPN
aps-45	103	42	2014	2014	NUM
aps-45	103	43	)	)	PUNCT
aps-45	103	44	.	.	PUNCT
aps-45	104	1	the	the	DET
aps-45	104	2	seifa	seifa	PROPN
aps-45	104	3	/	/	PUNCT
aps-45	104	4	irsd	irsd	NOUN
aps-45	104	5	in	in	ADP
aps-45	104	6	australia	australia	PROPN
aps-45	104	7	also	also	ADV
aps-45	104	8	uses	use	VERB
aps-45	104	9	principal	principal	ADJ
aps-45	104	10	components	component	NOUN
aps-45	104	11	analysis	analysis	NOUN
aps-45	104	12	(	(	PUNCT
aps-45	104	13	abs	ab	NOUN
aps-45	104	14	2018a	2018a	NUM
aps-45	104	15	)	)	PUNCT
aps-45	104	16	.	.	PUNCT
aps-45	105	1	6.5	6.5	NUM
aps-45	105	2	.	.	PUNCT
aps-45	106	1	categorising	categorise	VERB
aps-45	106	2	into	into	ADP
aps-45	106	3	quantiles	quantile	NOUN
aps-45	106	4	index	index	NOUN
aps-45	106	5	scores	score	NOUN
aps-45	106	6	themselves	themselves	PRON
aps-45	106	7	have	have	VERB
aps-45	106	8	great	great	ADJ
aps-45	106	9	utility	utility	NOUN
aps-45	106	10	,	,	PUNCT
aps-45	106	11	but	but	CCONJ
aps-45	106	12	many	many	ADJ
aps-45	106	13	applications	application	NOUN
aps-45	106	14	use	use	VERB
aps-45	106	15	the	the	DET
aps-45	106	16	scores	score	NOUN
aps-45	106	17	categorised	categorise	VERB
aps-45	106	18	into	into	ADP
aps-45	106	19	quantiles	quantile	NOUN
aps-45	106	20	.	.	PUNCT
aps-45	107	1	it	it	PRON
aps-45	107	2	is	be	AUX
aps-45	107	3	common	common	ADJ
aps-45	107	4	to	to	PART
aps-45	107	5	use	use	VERB
aps-45	107	6	quintiles	quintile	NOUN
aps-45	107	7	or	or	CCONJ
aps-45	107	8	deciles	decile	NOUN
aps-45	107	9	whereby	whereby	SCONJ
aps-45	107	10	the	the	DET
aps-45	107	11	distribution	distribution	NOUN
aps-45	107	12	is	be	AUX
aps-45	107	13	divided	divide	VERB
aps-45	107	14	into	into	ADP
aps-45	107	15	fifths	fifth	NOUN
aps-45	107	16	or	or	CCONJ
aps-45	107	17	tenths	tenth	NOUN
aps-45	107	18	.	.	PUNCT
aps-45	108	1	often	often	ADV
aps-45	108	2	this	this	PRON
aps-45	108	3	is	be	AUX
aps-45	108	4	based	base	VERB
aps-45	108	5	on	on	ADP
aps-45	108	6	the	the	DET
aps-45	108	7	number	number	NOUN
aps-45	108	8	of	of	ADP
aps-45	108	9	areas	area	NOUN
aps-45	108	10	or	or	CCONJ
aps-45	108	11	sometimes	sometimes	ADV
aps-45	108	12	on	on	ADP
aps-45	108	13	the	the	DET
aps-45	108	14	count	count	NOUN
aps-45	108	15	of	of	ADP
aps-45	108	16	persons	person	NOUN
aps-45	108	17	so	so	SCONJ
aps-45	108	18	that	that	SCONJ
aps-45	108	19	australian	australian	ADJ
aps-45	108	20	population	population	NOUN
aps-45	108	21	studies	study	NOUN
aps-45	108	22	3	3	NUM
aps-45	108	23	(	(	PUNCT
aps-45	108	24	1	1	NUM
aps-45	108	25	)	)	PUNCT
aps-45	108	26	2019	2019	NUM
aps-45	108	27	norman	norman	NOUN
aps-45	108	28	,	,	PUNCT
aps-45	108	29	berrie	berrie	PROPN
aps-45	108	30	&	&	CCONJ
aps-45	108	31	exeter	exeter	PROPN
aps-45	108	32	35	35	NUM
aps-45	108	33	there	there	PRON
aps-45	108	34	would	would	AUX
aps-45	108	35	be	be	AUX
aps-45	108	36	an	an	DET
aps-45	108	37	equal	equal	ADJ
aps-45	108	38	number	number	NOUN
aps-45	108	39	of	of	ADP
aps-45	108	40	areas	area	NOUN
aps-45	108	41	or	or	CCONJ
aps-45	108	42	persons	person	NOUN
aps-45	108	43	in	in	ADP
aps-45	108	44	each	each	DET
aps-45	108	45	category	category	NOUN
aps-45	108	46	.	.	PUNCT
aps-45	109	1	the	the	DET
aps-45	109	2	impact	impact	NOUN
aps-45	109	3	of	of	ADP
aps-45	109	4	differently	differently	ADV
aps-45	109	5	defined	define	VERB
aps-45	109	6	categorisations	categorisation	NOUN
aps-45	109	7	has	have	AUX
aps-45	109	8	had	have	VERB
aps-45	109	9	little	little	ADJ
aps-45	109	10	coverage	coverage	NOUN
aps-45	109	11	in	in	ADP
aps-45	109	12	the	the	DET
aps-45	109	13	literature	literature	NOUN
aps-45	109	14	(	(	PUNCT
aps-45	109	15	compared	compare	VERB
aps-45	109	16	with	with	ADP
aps-45	109	17	discussions	discussion	NOUN
aps-45	109	18	of	of	ADP
aps-45	109	19	transformation	transformation	NOUN
aps-45	109	20	and	and	CCONJ
aps-45	109	21	standardisation	standardisation	NOUN
aps-45	109	22	)	)	PUNCT
aps-45	109	23	.	.	PUNCT
aps-45	110	1	the	the	DET
aps-45	110	2	use	use	NOUN
aps-45	110	3	of	of	ADP
aps-45	110	4	‘	'	PUNCT
aps-45	110	5	population	population	NOUN
aps-45	110	6	weighted	weight	VERB
aps-45	110	7	’	'	PUNCT
aps-45	110	8	quantiles	quantile	NOUN
aps-45	110	9	has	have	AUX
aps-45	110	10	become	become	VERB
aps-45	110	11	common	common	ADJ
aps-45	110	12	and	and	CCONJ
aps-45	110	13	is	be	AUX
aps-45	110	14	what	what	PRON
aps-45	110	15	we	we	PRON
aps-45	110	16	adopt	adopt	VERB
aps-45	110	17	here	here	ADV
aps-45	110	18	.	.	PUNCT
aps-45	111	1	the	the	DET
aps-45	111	2	quantile	quantile	ADJ
aps-45	111	3	cut	cut	NOUN
aps-45	111	4	-	-	PUNCT
aps-45	111	5	offs	off	NOUN
aps-45	111	6	partition	partition	NOUN
aps-45	111	7	the	the	DET
aps-45	111	8	deprivation	deprivation	NOUN
aps-45	111	9	distribution	distribution	NOUN
aps-45	111	10	into	into	ADP
aps-45	111	11	categories	category	NOUN
aps-45	111	12	with	with	ADP
aps-45	111	13	(	(	PUNCT
aps-45	111	14	near	near	ADJ
aps-45	111	15	)	)	PUNCT
aps-45	111	16	equal	equal	ADJ
aps-45	111	17	numbers	number	NOUN
aps-45	111	18	of	of	ADP
aps-45	111	19	people	people	NOUN
aps-45	111	20	in	in	ADP
aps-45	111	21	each	each	DET
aps-45	111	22	(	(	PUNCT
aps-45	111	23	table	table	NOUN
aps-45	111	24	2	2	NUM
aps-45	111	25	)	)	PUNCT
aps-45	111	26	.	.	PUNCT
aps-45	112	1	table	table	NOUN
aps-45	112	2	2	2	NUM
aps-45	112	3	:	:	PUNCT
aps-45	112	4	counts	count	NOUN
aps-45	112	5	of	of	ADP
aps-45	112	6	persons	person	NOUN
aps-45	112	7	in	in	ADP
aps-45	112	8	each	each	DET
aps-45	112	9	deprivation	deprivation	NOUN
aps-45	112	10	quantile	quantile	ADJ
aps-45	112	11	deciles	decile	NOUN
aps-45	112	12	persons	person	NOUN
aps-45	112	13	percent	percent	NOUN
aps-45	112	14	quintiles	quintile	NOUN
aps-45	112	15	persons	person	NOUN
aps-45	112	16	percent	percent	NOUN
aps-45	112	17	q1	q1	PROPN
aps-45	112	18	(	(	PUNCT
aps-45	112	19	least	least	ADV
aps-45	112	20	deprived	deprive	VERB
aps-45	112	21	)	)	PUNCT
aps-45	112	22	2,337,625	2,337,625	NUM
aps-45	112	23	10.01	10.01	NUM
aps-45	112	24	q1	q1	NOUN
aps-45	112	25	(	(	PUNCT
aps-45	112	26	least	least	ADV
aps-45	112	27	deprived	deprive	VERB
aps-45	112	28	)	)	PUNCT
aps-45	112	29	4,671,384	4,671,384	NUM
aps-45	112	30	20.01	20.01	NUM
aps-45	112	31	q2	q2	NOUN
aps-45	112	32	2,333,759	2,333,759	NUM
aps-45	112	33	9.99	9.99	NUM
aps-45	112	34	q3	q3	NOUN
aps-45	112	35	2,333,735	2,333,735	NUM
aps-45	112	36	9.99	9.99	NUM
aps-45	112	37	q2	q2	NOUN
aps-45	112	38	4,668,398	4,668,398	NUM
aps-45	112	39	19.99	19.99	NUM
aps-45	112	40	q4	q4	PROPN
aps-45	112	41	2,334,663	2,334,663	NUM
aps-45	112	42	10.00	10.00	NUM
aps-45	112	43	q5	q5	NOUN
aps-45	112	44	2,336,028	2,336,028	NUM
aps-45	112	45	10.00	10.00	NUM
aps-45	112	46	q3	q3	NOUN
aps-45	112	47	4,672,799	4,672,799	NUM
aps-45	112	48	20.01	20.01	NUM
aps-45	112	49	q6	q6	PROPN
aps-45	112	50	2,336,771	2,336,771	NUM
aps-45	112	51	10.01	10.01	NUM
aps-45	112	52	q7	q7	PROPN
aps-45	112	53	2,327,819	2,327,819	NUM
aps-45	112	54	9.97	9.97	NUM
aps-45	112	55	q4	q4	PROPN
aps-45	112	56	4,660,545	4,660,545	NUM
aps-45	112	57	19.96	19.96	NUM
aps-45	112	58	q8	q8	PROPN
aps-45	112	59	2,332,726	2,332,726	NUM
aps-45	112	60	9.99	9.99	NUM
aps-45	112	61	q9	q9	PROPN
aps-45	112	62	2,332,560	2,332,560	NUM
aps-45	112	63	9.99	9.99	NUM
aps-45	112	64	q5	q5	PROPN
aps-45	112	65	(	(	PUNCT
aps-45	112	66	most	most	ADV
aps-45	112	67	deprived	deprived	ADJ
aps-45	112	68	)	)	PUNCT
aps-45	112	69	4,677,180	4,677,180	NUM
aps-45	112	70	20.03	20.03	NUM
aps-45	112	71	q10	q10	X
aps-45	112	72	(	(	PUNCT
aps-45	112	73	most	most	ADV
aps-45	112	74	deprived	deprived	ADJ
aps-45	112	75	)	)	PUNCT
aps-45	112	76	2,344,620	2,344,620	NUM
aps-45	112	77	10.04	10.04	NUM
aps-45	112	78	total	total	NOUN
aps-45	112	79	23,350,306	23,350,306	NUM
aps-45	112	80	100.00	100.00	NUM
aps-45	112	81	total	total	NOUN
aps-45	112	82	23,350,306	23,350,306	NUM
aps-45	112	83	100.00	100.00	NUM
aps-45	112	84	source	source	NOUN
aps-45	112	85	:	:	PUNCT
aps-45	112	86	based	base	VERB
aps-45	112	87	on	on	ADP
aps-45	112	88	australian	australian	ADJ
aps-45	112	89	bureau	bureau	NOUN
aps-45	112	90	of	of	ADP
aps-45	112	91	statistics	statistics	PROPN
aps-45	112	92	data	data	PROPN
aps-45	112	93	7	7	NUM
aps-45	112	94	.	.	PUNCT
aps-45	112	95	comparison	comparison	NOUN
aps-45	112	96	of	of	ADP
aps-45	112	97	the	the	DET
aps-45	112	98	deprivation	deprivation	NOUN
aps-45	112	99	index	index	NOUN
aps-45	112	100	with	with	ADP
aps-45	112	101	an	an	DET
aps-45	112	102	existing	exist	VERB
aps-45	112	103	scheme	scheme	NOUN
aps-45	112	104	the	the	DET
aps-45	112	105	australian	australian	ADJ
aps-45	112	106	bureau	bureau	NOUN
aps-45	112	107	of	of	ADP
aps-45	112	108	statistics	statistic	NOUN
aps-45	112	109	produce	produce	VERB
aps-45	112	110	socio	socio	NOUN
aps-45	112	111	-	-	PUNCT
aps-45	112	112	economic	economic	ADJ
aps-45	112	113	indexes	index	NOUN
aps-45	112	114	for	for	ADP
aps-45	112	115	areas	area	NOUN
aps-45	112	116	(	(	PUNCT
aps-45	112	117	seifa	seifa	PROPN
aps-45	112	118	)	)	PUNCT
aps-45	112	119	,	,	PUNCT
aps-45	112	120	which	which	PRON
aps-45	112	121	includes	include	VERB
aps-45	112	122	the	the	DET
aps-45	112	123	index	index	NOUN
aps-45	112	124	of	of	ADP
aps-45	112	125	relative	relative	ADJ
aps-45	112	126	socio	socio	NOUN
aps-45	112	127	-	-	PUNCT
aps-45	112	128	economic	economic	ADJ
aps-45	112	129	disadvantage	disadvantage	NOUN
aps-45	112	130	(	(	PUNCT
aps-45	112	131	irsd	irsd	NOUN
aps-45	112	132	)	)	PUNCT
aps-45	112	133	.	.	PUNCT
aps-45	113	1	the	the	DET
aps-45	113	2	most	most	ADV
aps-45	113	3	recent	recent	ADJ
aps-45	113	4	version	version	NOUN
aps-45	113	5	uses	use	VERB
aps-45	113	6	2016	2016	NUM
aps-45	113	7	census	census	NOUN
aps-45	113	8	data	datum	NOUN
aps-45	113	9	.	.	PUNCT
aps-45	114	1	note	note	VERB
aps-45	114	2	that	that	SCONJ
aps-45	114	3	there	there	PRON
aps-45	114	4	is	be	VERB
aps-45	114	5	a	a	DET
aps-45	114	6	difference	difference	NOUN
aps-45	114	7	in	in	ADP
aps-45	114	8	polarity	polarity	NOUN
aps-45	114	9	from	from	ADP
aps-45	114	10	the	the	DET
aps-45	114	11	census	census	NOUN
aps-45	114	12	measure	measure	NOUN
aps-45	114	13	we	we	PRON
aps-45	114	14	have	have	AUX
aps-45	114	15	developed	develop	VERB
aps-45	114	16	here	here	ADV
aps-45	114	17	,	,	PUNCT
aps-45	114	18	so	so	CCONJ
aps-45	114	19	a	a	DET
aps-45	114	20	low	low	ADJ
aps-45	114	21	irsd	irsd	NOUN
aps-45	114	22	score	score	NOUN
aps-45	114	23	indicates	indicate	VERB
aps-45	114	24	relatively	relatively	ADV
aps-45	114	25	greater	great	ADJ
aps-45	114	26	disadvantage	disadvantage	NOUN
aps-45	114	27	whereas	whereas	SCONJ
aps-45	114	28	a	a	DET
aps-45	114	29	high	high	ADJ
aps-45	114	30	score	score	NOUN
aps-45	114	31	indicates	indicate	VERB
aps-45	114	32	a	a	DET
aps-45	114	33	relative	relative	ADJ
aps-45	114	34	lack	lack	NOUN
aps-45	114	35	of	of	ADP
aps-45	114	36	disadvantage	disadvantage	NOUN
aps-45	114	37	(	(	PUNCT
aps-45	114	38	abs	ab	NOUN
aps-45	114	39	2018b	2018b	NUM
aps-45	114	40	)	)	PUNCT
aps-45	114	41	.	.	PUNCT
aps-45	115	1	the	the	DET
aps-45	115	2	deprivation	deprivation	NOUN
aps-45	115	3	index	index	NOUN
aps-45	115	4	developed	develop	VERB
aps-45	115	5	in	in	ADP
aps-45	115	6	our	our	PRON
aps-45	115	7	analysis	analysis	NOUN
aps-45	115	8	correlates	correlate	VERB
aps-45	115	9	-0.933	-0.933	VERB
aps-45	115	10	with	with	ADP
aps-45	115	11	the	the	DET
aps-45	115	12	irsd	irsd	NOUN
aps-45	115	13	suggesting	suggest	VERB
aps-45	115	14	that	that	SCONJ
aps-45	115	15	the	the	DET
aps-45	115	16	two	two	NUM
aps-45	115	17	schemes	scheme	NOUN
aps-45	115	18	identify	identify	VERB
aps-45	115	19	similar	similar	ADJ
aps-45	115	20	patterns	pattern	NOUN
aps-45	115	21	of	of	ADP
aps-45	115	22	(	(	PUNCT
aps-45	115	23	non-	non-	NUM
aps-45	115	24	)	)	PUNCT
aps-45	115	25	deprivation	deprivation	NOUN
aps-45	115	26	.	.	PUNCT
aps-45	116	1	a	a	DET
aps-45	116	2	cross	cross	NOUN
aps-45	116	3	-	-	NOUN
aps-45	116	4	tabulation	tabulation	NOUN
aps-45	116	5	of	of	ADP
aps-45	116	6	deciles	decile	NOUN
aps-45	116	7	from	from	ADP
aps-45	116	8	both	both	DET
aps-45	116	9	schemes	scheme	NOUN
aps-45	116	10	also	also	ADV
aps-45	116	11	demonstrates	demonstrate	VERB
aps-45	116	12	fair	fair	ADJ
aps-45	116	13	similarity	similarity	NOUN
aps-45	116	14	in	in	ADP
aps-45	116	15	the	the	DET
aps-45	116	16	categorisation	categorisation	NOUN
aps-45	116	17	of	of	ADP
aps-45	116	18	areas	area	NOUN
aps-45	116	19	(	(	PUNCT
aps-45	116	20	table	table	NOUN
aps-45	116	21	3	3	NUM
aps-45	116	22	)	)	PUNCT
aps-45	116	23	.	.	PUNCT
aps-45	117	1	table	table	NOUN
aps-45	117	2	3	3	NUM
aps-45	117	3	:	:	PUNCT
aps-45	117	4	cross	cross	NOUN
aps-45	117	5	-	-	NOUN
aps-45	117	6	tabulation	tabulation	NOUN
aps-45	117	7	of	of	ADP
aps-45	117	8	the	the	DET
aps-45	117	9	deprivation	deprivation	NOUN
aps-45	117	10	index	index	NOUN
aps-45	117	11	and	and	CCONJ
aps-45	117	12	seifa	seifa	PROPN
aps-45	117	13	irsd	irsd	NOUN
aps-45	117	14	quantiles	quantile	VERB
aps-45	117	15	deprivation	deprivation	NOUN
aps-45	117	16	index	index	NOUN
aps-45	117	17	deciles	deciles	PROPN
aps-45	117	18	q1	q1	PROPN
aps-45	117	19	(	(	PUNCT
aps-45	117	20	least	least	ADJ
aps-45	117	21	)	)	PUNCT
aps-45	117	22	q2	q2	PROPN
aps-45	117	23	q3	q3	PROPN
aps-45	117	24	q4	q4	PROPN
aps-45	117	25	q5	q5	PROPN
aps-45	117	26	q6	q6	PROPN
aps-45	117	27	q7	q7	PROPN
aps-45	117	28	q8	q8	PROPN
aps-45	117	29	q9	q9	PROPN
aps-45	117	30	q10	q10	PROPN
aps-45	117	31	(	(	PUNCT
aps-45	117	32	most	most	ADJ
aps-45	117	33	)	)	PUNCT
aps-45	117	34	total	total	NOUN
aps-45	118	1	se	se	INTJ
aps-45	119	1	if	if	SCONJ
aps-45	119	2	a	a	DET
aps-45	119	3	ir	ir	PROPN
aps-45	119	4	sd	sd	PROPN
aps-45	119	5	q1	q1	PROPN
aps-45	119	6	(	(	PUNCT
aps-45	119	7	most	most	ADJ
aps-45	119	8	)	)	PUNCT
aps-45	119	9	0	0	NUM
aps-45	119	10	0	0	NUM
aps-45	119	11	0	0	NUM
aps-45	119	12	0	0	NUM
aps-45	119	13	0	0	NUM
aps-45	119	14	0	0	NUM
aps-45	119	15	0	0	NUM
aps-45	119	16	1	1	NUM
aps-45	119	17	46	46	NUM
aps-45	119	18	169	169	NUM
aps-45	119	19	216	216	NUM
aps-45	119	20	q2	q2	NOUN
aps-45	119	21	0	0	NUM
aps-45	119	22	0	0	NUM
aps-45	119	23	0	0	NUM
aps-45	119	24	0	0	NUM
aps-45	119	25	0	0	NUM
aps-45	119	26	1	1	NUM
aps-45	119	27	25	25	NUM
aps-45	119	28	49	49	NUM
aps-45	119	29	111	111	NUM
aps-45	119	30	31	31	NUM
aps-45	119	31	217	217	NUM
aps-45	119	32	q3	q3	NOUN
aps-45	119	33	0	0	NUM
aps-45	119	34	0	0	NUM
aps-45	119	35	0	0	NUM
aps-45	119	36	0	0	NUM
aps-45	119	37	7	7	NUM
aps-45	119	38	24	24	NUM
aps-45	119	39	52	52	NUM
aps-45	119	40	90	90	NUM
aps-45	119	41	40	40	NUM
aps-45	119	42	5	5	NUM
aps-45	119	43	218	218	NUM
aps-45	119	44	q4	q4	PROPN
aps-45	119	45	0	0	NUM
aps-45	119	46	0	0	NUM
aps-45	119	47	0	0	NUM
aps-45	119	48	9	9	NUM
aps-45	119	49	25	25	NUM
aps-45	119	50	52	52	NUM
aps-45	119	51	67	67	NUM
aps-45	119	52	43	43	NUM
aps-45	119	53	21	21	NUM
aps-45	119	54	1	1	NUM
aps-45	119	55	218	218	NUM
aps-45	119	56	q5	q5	PROPN
aps-45	119	57	0	0	NUM
aps-45	119	58	0	0	NUM
aps-45	119	59	3	3	NUM
aps-45	119	60	20	20	NUM
aps-45	119	61	53	53	NUM
aps-45	119	62	75	75	NUM
aps-45	119	63	40	40	NUM
aps-45	119	64	25	25	NUM
aps-45	119	65	2	2	NUM
aps-45	119	66	1	1	NUM
aps-45	119	67	219	219	NUM
aps-45	119	68	q6	q6	NOUN
aps-45	119	69	0	0	NUM
aps-45	119	70	0	0	NUM
aps-45	119	71	11	11	NUM
aps-45	119	72	63	63	NUM
aps-45	119	73	70	70	NUM
aps-45	119	74	49	49	NUM
aps-45	119	75	18	18	NUM
aps-45	119	76	6	6	NUM
aps-45	119	77	0	0	NUM
aps-45	119	78	0	0	NUM
aps-45	119	79	217	217	NUM
aps-45	119	80	q7	q7	PROPN
aps-45	119	81	2	2	NUM
aps-45	119	82	13	13	NUM
aps-45	119	83	70	70	NUM
aps-45	119	84	71	71	NUM
aps-45	119	85	41	41	NUM
aps-45	119	86	15	15	NUM
aps-45	119	87	4	4	NUM
aps-45	119	88	0	0	NUM
aps-45	119	89	0	0	NUM
aps-45	119	90	1	1	NUM
aps-45	119	91	217	217	NUM
aps-45	119	92	q8	q8	PROPN
aps-45	119	93	4	4	NUM
aps-45	119	94	65	65	NUM
aps-45	119	95	93	93	NUM
aps-45	119	96	34	34	NUM
aps-45	119	97	15	15	NUM
aps-45	119	98	4	4	NUM
aps-45	119	99	1	1	NUM
aps-45	119	100	0	0	NUM
aps-45	119	101	0	0	NUM
aps-45	119	102	0	0	NUM
aps-45	119	103	216	216	NUM
aps-45	119	104	q9	q9	PROPN
aps-45	119	105	48	48	NUM
aps-45	119	106	112	112	NUM
aps-45	119	107	47	47	NUM
aps-45	119	108	7	7	NUM
aps-45	119	109	2	2	NUM
aps-45	119	110	0	0	NUM
aps-45	119	111	1	1	NUM
aps-45	119	112	1	1	NUM
aps-45	119	113	1	1	NUM
aps-45	119	114	0	0	NUM
aps-45	119	115	219	219	NUM
aps-45	119	116	q10	q10	NOUN
aps-45	119	117	(	(	PUNCT
aps-45	119	118	least	least	ADJ
aps-45	119	119	)	)	PUNCT
aps-45	119	120	177	177	NUM
aps-45	119	121	34	34	NUM
aps-45	119	122	1	1	NUM
aps-45	119	123	0	0	NUM
aps-45	119	124	0	0	NUM
aps-45	119	125	0	0	NUM
aps-45	119	126	0	0	NUM
aps-45	119	127	0	0	NUM
aps-45	119	128	0	0	NUM
aps-45	119	129	0	0	NUM
aps-45	119	130	212	212	NUM
aps-45	119	131	total	total	NOUN
aps-45	119	132	231	231	NUM
aps-45	119	133	224	224	NUM
aps-45	119	134	225	225	NUM
aps-45	119	135	204	204	NUM
aps-45	119	136	213	213	NUM
aps-45	119	137	220	220	NUM
aps-45	119	138	208	208	NUM
aps-45	119	139	215	215	NUM
aps-45	119	140	221	221	NUM
aps-45	119	141	208	208	NUM
aps-45	119	142	2169	2169	NUM
aps-45	119	143	source	source	NOUN
aps-45	119	144	:	:	PUNCT
aps-45	119	145	based	base	VERB
aps-45	119	146	on	on	ADP
aps-45	119	147	australian	australian	ADJ
aps-45	119	148	bureau	bureau	NOUN
aps-45	119	149	of	of	ADP
aps-45	119	150	statistics	statistics	PROPN
aps-45	119	151	data	data	PROPN
aps-45	119	152	36	36	NUM
aps-45	119	153	norman	norman	PROPN
aps-45	119	154	,	,	PUNCT
aps-45	119	155	berrie	berrie	PROPN
aps-45	119	156	&	&	CCONJ
aps-45	119	157	exeter	exeter	PROPN
aps-45	119	158	australian	australian	ADJ
aps-45	119	159	population	population	NOUN
aps-45	119	160	studies	study	NOUN
aps-45	119	161	3	3	NUM
aps-45	119	162	(	(	PUNCT
aps-45	119	163	1	1	NUM
aps-45	119	164	)	)	PUNCT
aps-45	119	165	2019	2019	NUM
aps-45	119	166	8	8	NUM
aps-45	119	167	.	.	PUNCT
aps-45	120	1	conclusion	conclusion	NOUN
aps-45	120	2	we	we	PRON
aps-45	120	3	have	have	AUX
aps-45	120	4	developed	develop	VERB
aps-45	120	5	a	a	DET
aps-45	120	6	deprivation	deprivation	NOUN
aps-45	120	7	index	index	NOUN
aps-45	120	8	for	for	ADP
aps-45	120	9	the	the	DET
aps-45	120	10	australian	australian	ADJ
aps-45	120	11	sa2	sa2	NOUN
aps-45	120	12	geography	geography	NOUN
aps-45	120	13	using	use	VERB
aps-45	120	14	five	five	NUM
aps-45	120	15	indicators	indicator	NOUN
aps-45	120	16	derived	derive	VERB
aps-45	120	17	from	from	ADP
aps-45	120	18	the	the	DET
aps-45	120	19	country	country	NOUN
aps-45	120	20	’s	’s	PART
aps-45	120	21	2016	2016	NUM
aps-45	120	22	census	census	NOUN
aps-45	120	23	.	.	PUNCT
aps-45	121	1	we	we	PRON
aps-45	121	2	have	have	AUX
aps-45	121	3	taken	take	VERB
aps-45	121	4	similar	similar	ADJ
aps-45	121	5	steps	step	NOUN
aps-45	121	6	to	to	ADP
aps-45	121	7	those	those	PRON
aps-45	121	8	used	use	VERB
aps-45	121	9	to	to	PART
aps-45	121	10	calculate	calculate	VERB
aps-45	121	11	the	the	DET
aps-45	121	12	townsend	townsend	PROPN
aps-45	121	13	and	and	CCONJ
aps-45	121	14	carstairs	carstair	NOUN
aps-45	121	15	indexes	index	NOUN
aps-45	121	16	by	by	ADP
aps-45	121	17	calculating	calculate	VERB
aps-45	121	18	percentages	percentage	NOUN
aps-45	121	19	of	of	ADP
aps-45	121	20	the	the	DET
aps-45	121	21	variables	variable	NOUN
aps-45	121	22	,	,	PUNCT
aps-45	121	23	which	which	PRON
aps-45	121	24	are	be	AUX
aps-45	121	25	then	then	ADV
aps-45	121	26	standardised	standardise	VERB
aps-45	121	27	and	and	CCONJ
aps-45	121	28	summed	sum	VERB
aps-45	121	29	(	(	PUNCT
aps-45	121	30	unweighted	unweighte	VERB
aps-45	121	31	)	)	PUNCT
aps-45	121	32	to	to	PART
aps-45	121	33	form	form	VERB
aps-45	121	34	a	a	DET
aps-45	121	35	single	single	ADJ
aps-45	121	36	figure	figure	NOUN
aps-45	121	37	deprivation	deprivation	NOUN
aps-45	121	38	index	index	NOUN
aps-45	121	39	.	.	PUNCT
aps-45	122	1	we	we	PRON
aps-45	122	2	categorise	categorise	VERB
aps-45	122	3	the	the	DET
aps-45	122	4	deprivation	deprivation	NOUN
aps-45	122	5	scores	score	NOUN
aps-45	122	6	into	into	ADP
aps-45	122	7	deciles	decile	NOUN
aps-45	122	8	and	and	CCONJ
aps-45	122	9	quintiles	quintile	NOUN
aps-45	122	10	.	.	PUNCT
aps-45	123	1	the	the	DET
aps-45	123	2	similarity	similarity	NOUN
aps-45	123	3	between	between	ADP
aps-45	123	4	an	an	DET
aps-45	123	5	index	index	NOUN
aps-45	123	6	produced	produce	VERB
aps-45	123	7	in	in	ADP
aps-45	123	8	this	this	DET
aps-45	123	9	relatively	relatively	ADV
aps-45	123	10	simple	simple	ADJ
aps-45	123	11	way	way	NOUN
aps-45	123	12	with	with	ADP
aps-45	123	13	the	the	DET
aps-45	123	14	more	more	ADV
aps-45	123	15	sophisticated	sophisticated	ADJ
aps-45	123	16	seifa	seifa	NOUN
aps-45	123	17	irsd	irsd	NOUN
aps-45	123	18	is	be	AUX
aps-45	123	19	consistent	consistent	ADJ
aps-45	123	20	with	with	ADP
aps-45	123	21	previous	previous	ADJ
aps-45	123	22	findings	finding	NOUN
aps-45	123	23	in	in	ADP
aps-45	123	24	australia	australia	PROPN
aps-45	123	25	(	(	PUNCT
aps-45	123	26	norman	norman	PROPN
aps-45	123	27	et	et	PROPN
aps-45	123	28	al	al	PROPN
aps-45	123	29	.	.	PROPN
aps-45	123	30	2016	2016	NUM
aps-45	123	31	)	)	PUNCT
aps-45	123	32	.	.	PUNCT
aps-45	124	1	researchers	researcher	NOUN
aps-45	124	2	wishing	wish	VERB
aps-45	124	3	to	to	PART
aps-45	124	4	develop	develop	VERB
aps-45	124	5	their	their	PRON
aps-45	124	6	own	own	ADJ
aps-45	124	7	indexes	index	NOUN
aps-45	124	8	and	and	CCONJ
aps-45	124	9	make	make	VERB
aps-45	124	10	choices	choice	NOUN
aps-45	124	11	on	on	ADP
aps-45	124	12	geographic	geographic	ADJ
aps-45	124	13	scale	scale	NOUN
aps-45	124	14	and	and	CCONJ
aps-45	124	15	input	input	NOUN
aps-45	124	16	variables	variable	NOUN
aps-45	124	17	should	should	AUX
aps-45	124	18	be	be	AUX
aps-45	124	19	able	able	ADJ
aps-45	124	20	to	to	PART
aps-45	124	21	follow	follow	VERB
aps-45	124	22	the	the	DET
aps-45	124	23	same	same	ADJ
aps-45	124	24	steps	step	NOUN
aps-45	124	25	.	.	PUNCT
aps-45	125	1	it	it	PRON
aps-45	125	2	could	could	AUX
aps-45	125	3	be	be	AUX
aps-45	125	4	that	that	SCONJ
aps-45	125	5	an	an	DET
aps-45	125	6	input	input	NOUN
aps-45	125	7	to	to	ADP
aps-45	125	8	an	an	DET
aps-45	125	9	existing	exist	VERB
aps-45	125	10	scheme	scheme	NOUN
aps-45	125	11	is	be	AUX
aps-45	125	12	regarded	regard	VERB
aps-45	125	13	by	by	ADP
aps-45	125	14	others	other	NOUN
aps-45	125	15	as	as	ADP
aps-45	125	16	an	an	DET
aps-45	125	17	outcome	outcome	NOUN
aps-45	125	18	of	of	ADP
aps-45	125	19	deprivation	deprivation	NOUN
aps-45	125	20	so	so	SCONJ
aps-45	125	21	there	there	PRON
aps-45	125	22	is	be	VERB
aps-45	125	23	a	a	DET
aps-45	125	24	need	need	NOUN
aps-45	125	25	for	for	ADP
aps-45	125	26	an	an	DET
aps-45	125	27	index	index	NOUN
aps-45	125	28	without	without	ADP
aps-45	125	29	that	that	DET
aps-45	125	30	variable	variable	NOUN
aps-45	125	31	.	.	PUNCT
aps-45	126	1	the	the	DET
aps-45	126	2	imd	imd	PROPN
aps-45	126	3	for	for	ADP
aps-45	126	4	england	england	PROPN
aps-45	126	5	includes	include	VERB
aps-45	126	6	a	a	DET
aps-45	126	7	health	health	NOUN
aps-45	126	8	indicator	indicator	NOUN
aps-45	126	9	so	so	ADV
aps-45	126	10	there	there	PRON
aps-45	126	11	is	be	VERB
aps-45	126	12	risk	risk	NOUN
aps-45	126	13	of	of	ADP
aps-45	126	14	a	a	DET
aps-45	126	15	self	self	NOUN
aps-45	126	16	-	-	PUNCT
aps-45	126	17	fulfilling	fulfil	VERB
aps-45	126	18	prophecy	prophecy	NOUN
aps-45	126	19	if	if	SCONJ
aps-45	126	20	relationships	relationship	NOUN
aps-45	126	21	between	between	ADP
aps-45	126	22	deprivation	deprivation	NOUN
aps-45	126	23	and	and	CCONJ
aps-45	126	24	health	health	NOUN
aps-45	126	25	are	be	AUX
aps-45	126	26	investigated	investigate	VERB
aps-45	126	27	(	(	PUNCT
aps-45	126	28	adams	adam	NOUN
aps-45	126	29	and	and	CCONJ
aps-45	126	30	white	white	ADJ
aps-45	126	31	2004	2004	NUM
aps-45	126	32	)	)	PUNCT
aps-45	126	33	.	.	PUNCT
aps-45	127	1	exeter	exeter	PROPN
aps-45	127	2	et	et	PROPN
aps-45	127	3	al	al	PROPN
aps-45	127	4	.	.	PROPN
aps-45	128	1	(	(	PUNCT
aps-45	128	2	2017	2017	NUM
aps-45	128	3	)	)	PUNCT
aps-45	128	4	overcame	overcome	VERB
aps-45	128	5	this	this	PRON
aps-45	128	6	by	by	ADP
aps-45	128	7	providing	provide	VERB
aps-45	128	8	a	a	DET
aps-45	128	9	version	version	NOUN
aps-45	128	10	of	of	ADP
aps-45	128	11	the	the	DET
aps-45	128	12	imd	imd	PROPN
aps-45	128	13	for	for	ADP
aps-45	128	14	new	new	PROPN
aps-45	128	15	zealand	zealand	PROPN
aps-45	128	16	which	which	PRON
aps-45	128	17	removes	remove	VERB
aps-45	128	18	a	a	DET
aps-45	128	19	domain	domain	NOUN
aps-45	128	20	(	(	PUNCT
aps-45	128	21	i.e.	i.e.	X
aps-45	128	22	imd	imd	PROPN
aps-45	128	23	no	no	DET
aps-45	128	24	health	health	NOUN
aps-45	128	25	)	)	PUNCT
aps-45	128	26	and	and	CCONJ
aps-45	128	27	redistributes	redistribute	VERB
aps-45	128	28	the	the	DET
aps-45	128	29	weights	weight	NOUN
aps-45	128	30	for	for	ADP
aps-45	128	31	the	the	DET
aps-45	128	32	remaining	remain	VERB
aps-45	128	33	six	six	NUM
aps-45	128	34	domains	domain	NOUN
aps-45	128	35	to	to	PART
aps-45	128	36	reduce	reduce	VERB
aps-45	128	37	issues	issue	NOUN
aps-45	128	38	associated	associate	VERB
aps-45	128	39	with	with	ADP
aps-45	128	40	data	datum	NOUN
aps-45	128	41	circularity	circularity	NOUN
aps-45	128	42	.	.	PUNCT
aps-45	129	1	a	a	DET
aps-45	129	2	composite	composite	ADJ
aps-45	129	3	index	index	NOUN
aps-45	129	4	for	for	ADP
aps-45	129	5	a	a	DET
aps-45	129	6	different	different	ADJ
aps-45	129	7	application	application	NOUN
aps-45	129	8	can	can	AUX
aps-45	129	9	be	be	AUX
aps-45	129	10	developed	develop	VERB
aps-45	129	11	using	use	VERB
aps-45	129	12	relevant	relevant	ADJ
aps-45	129	13	inputs	input	NOUN
aps-45	129	14	.	.	PUNCT
aps-45	130	1	see	see	VERB
aps-45	130	2	,	,	PUNCT
aps-45	130	3	for	for	ADP
aps-45	130	4	example	example	NOUN
aps-45	130	5	,	,	PUNCT
aps-45	130	6	congdon	congdon	PROPN
aps-45	130	7	(	(	PUNCT
aps-45	130	8	2004	2004	NUM
aps-45	130	9	)	)	PUNCT
aps-45	130	10	on	on	ADP
aps-45	130	11	an	an	DET
aps-45	130	12	index	index	NOUN
aps-45	130	13	of	of	ADP
aps-45	130	14	social	social	ADJ
aps-45	130	15	fragmentation	fragmentation	NOUN
aps-45	130	16	and	and	CCONJ
aps-45	130	17	lucy	lucy	PROPN
aps-45	130	18	and	and	CCONJ
aps-45	130	19	burns	burn	NOUN
aps-45	130	20	(	(	PUNCT
aps-45	130	21	2017	2017	NUM
aps-45	130	22	)	)	PUNCT
aps-45	130	23	on	on	ADP
aps-45	130	24	an	an	DET
aps-45	130	25	index	index	NOUN
aps-45	130	26	of	of	ADP
aps-45	130	27	loneliness	loneliness	NOUN
aps-45	130	28	.	.	PUNCT
aps-45	131	1	two	two	NUM
aps-45	131	2	aspects	aspect	NOUN
aps-45	131	3	will	will	AUX
aps-45	131	4	be	be	AUX
aps-45	131	5	relevant	relevant	ADJ
aps-45	131	6	to	to	ADP
aps-45	131	7	people	people	NOUN
aps-45	131	8	wanting	want	VERB
aps-45	131	9	to	to	PART
aps-45	131	10	build	build	VERB
aps-45	131	11	on	on	ADP
aps-45	131	12	this	this	DET
aps-45	131	13	work	work	NOUN
aps-45	131	14	relating	relate	VERB
aps-45	131	15	to	to	ADP
aps-45	131	16	alternative	alternative	ADJ
aps-45	131	17	data	datum	NOUN
aps-45	131	18	sources	source	NOUN
aps-45	131	19	or	or	CCONJ
aps-45	131	20	extending	extend	VERB
aps-45	131	21	from	from	ADP
aps-45	131	22	cross	cross	ADJ
aps-45	131	23	-	-	ADJ
aps-45	131	24	sectional	sectional	ADJ
aps-45	131	25	measures	measure	NOUN
aps-45	131	26	to	to	ADP
aps-45	131	27	those	those	PRON
aps-45	131	28	which	which	PRON
aps-45	131	29	capture	capture	VERB
aps-45	131	30	changing	change	VERB
aps-45	131	31	deprivation	deprivation	NOUN
aps-45	131	32	.	.	PUNCT
aps-45	132	1	a	a	DET
aps-45	132	2	variety	variety	NOUN
aps-45	132	3	of	of	ADP
aps-45	132	4	deprivation	deprivation	NOUN
aps-45	132	5	schemes	scheme	NOUN
aps-45	132	6	now	now	ADV
aps-45	132	7	use	use	VERB
aps-45	132	8	administrative	administrative	ADJ
aps-45	132	9	data	datum	NOUN
aps-45	132	10	sources	source	NOUN
aps-45	132	11	(	(	PUNCT
aps-45	132	12	e.g.	e.g.	ADV
aps-45	132	13	noble	noble	ADJ
aps-45	132	14	et	et	PROPN
aps-45	132	15	al	al	PROPN
aps-45	132	16	.	.	PROPN
aps-45	132	17	2006	2006	NUM
aps-45	132	18	;	;	PUNCT
aps-45	132	19	exeter	exeter	PROPN
aps-45	132	20	et	et	PROPN
aps-45	132	21	al	al	PROPN
aps-45	132	22	.	.	PROPN
aps-45	132	23	2017	2017	NUM
aps-45	132	24	)	)	PUNCT
aps-45	132	25	.	.	PUNCT
aps-45	133	1	with	with	ADP
aps-45	133	2	a	a	DET
aps-45	133	3	move	move	NOUN
aps-45	133	4	away	away	ADV
aps-45	133	5	from	from	ADP
aps-45	133	6	reliance	reliance	NOUN
aps-45	133	7	on	on	ADP
aps-45	133	8	census	census	NOUN
aps-45	133	9	data	datum	NOUN
aps-45	133	10	,	,	PUNCT
aps-45	133	11	the	the	DET
aps-45	133	12	same	same	ADJ
aps-45	133	13	approach	approach	NOUN
aps-45	133	14	as	as	SCONJ
aps-45	133	15	we	we	PRON
aps-45	133	16	use	use	VERB
aps-45	133	17	here	here	ADV
aps-45	133	18	can	can	AUX
aps-45	133	19	have	have	VERB
aps-45	133	20	administrative	administrative	ADJ
aps-45	133	21	data	datum	NOUN
aps-45	133	22	inputs	input	NOUN
aps-45	133	23	.	.	PUNCT
aps-45	134	1	a	a	DET
aps-45	134	2	scheme	scheme	NOUN
aps-45	134	3	for	for	ADP
aps-45	134	4	england	england	PROPN
aps-45	134	5	(	(	PUNCT
aps-45	134	6	ajebon	ajebon	PROPN
aps-45	134	7	and	and	CCONJ
aps-45	134	8	norman	norman	PROPN
aps-45	134	9	2016	2016	NUM
aps-45	134	10	)	)	PUNCT
aps-45	134	11	using	use	VERB
aps-45	134	12	a	a	DET
aps-45	134	13	small	small	ADJ
aps-45	134	14	number	number	NOUN
aps-45	134	15	of	of	ADP
aps-45	134	16	administrative	administrative	ADJ
aps-45	134	17	variables	variable	NOUN
aps-45	134	18	as	as	ADP
aps-45	134	19	inputs	input	NOUN
aps-45	134	20	relates	relate	VERB
aps-45	134	21	closely	closely	ADV
aps-45	134	22	to	to	ADP
aps-45	134	23	both	both	DET
aps-45	134	24	a	a	DET
aps-45	134	25	census	census	NOUN
aps-45	134	26	derived	derive	VERB
aps-45	134	27	measure	measure	NOUN
aps-45	134	28	as	as	ADV
aps-45	134	29	well	well	ADV
aps-45	134	30	as	as	ADP
aps-45	134	31	the	the	DET
aps-45	134	32	more	more	ADV
aps-45	134	33	sophisticated	sophisticated	ADJ
aps-45	134	34	,	,	PUNCT
aps-45	134	35	multiple	multiple	ADJ
aps-45	134	36	domain	domain	NOUN
aps-45	134	37	imds	imds	NOUN
aps-45	134	38	(	(	PUNCT
aps-45	134	39	noble	noble	ADJ
aps-45	134	40	et	et	PROPN
aps-45	134	41	al	al	PROPN
aps-45	134	42	.	.	PROPN
aps-45	134	43	2006	2006	NUM
aps-45	134	44	)	)	PUNCT
aps-45	134	45	now	now	ADV
aps-45	134	46	in	in	ADP
aps-45	134	47	common	common	ADJ
aps-45	134	48	usage	usage	NOUN
aps-45	134	49	.	.	PUNCT
aps-45	135	1	census	census	NOUN
aps-45	135	2	-	-	PUNCT
aps-45	135	3	based	base	VERB
aps-45	135	4	deprivation	deprivation	NOUN
aps-45	135	5	schemes	scheme	NOUN
aps-45	135	6	are	be	AUX
aps-45	135	7	specific	specific	ADJ
aps-45	135	8	to	to	ADP
aps-45	135	9	the	the	DET
aps-45	135	10	period	period	NOUN
aps-45	135	11	of	of	ADP
aps-45	135	12	census	census	NOUN
aps-45	135	13	data	datum	NOUN
aps-45	135	14	collection	collection	NOUN
aps-45	135	15	and	and	CCONJ
aps-45	135	16	administrative	administrative	ADJ
aps-45	135	17	schemes	scheme	NOUN
aps-45	135	18	for	for	ADP
aps-45	135	19	the	the	DET
aps-45	135	20	year	year	NOUN
aps-45	135	21	they	they	PRON
aps-45	135	22	are	be	AUX
aps-45	135	23	released	release	VERB
aps-45	135	24	(	(	PUNCT
aps-45	135	25	but	but	CCONJ
aps-45	135	26	may	may	AUX
aps-45	135	27	be	be	AUX
aps-45	135	28	based	base	VERB
aps-45	135	29	on	on	ADP
aps-45	135	30	inputs	input	NOUN
aps-45	135	31	for	for	ADP
aps-45	135	32	different	different	ADJ
aps-45	135	33	time	time	NOUN
aps-45	135	34	points	point	NOUN
aps-45	135	35	)	)	PUNCT
aps-45	135	36	.	.	PUNCT
aps-45	136	1	all	all	DET
aps-45	136	2	these	these	PRON
aps-45	136	3	are	be	AUX
aps-45	136	4	cross	cross	ADJ
aps-45	136	5	-	-	ADJ
aps-45	136	6	sectional	sectional	ADJ
aps-45	136	7	.	.	PUNCT
aps-45	137	1	however	however	ADV
aps-45	137	2	,	,	PUNCT
aps-45	137	3	areas	area	NOUN
aps-45	137	4	change	change	VERB
aps-45	137	5	over	over	ADP
aps-45	137	6	time	time	NOUN
aps-45	137	7	in	in	ADP
aps-45	137	8	their	their	PRON
aps-45	137	9	characteristics	characteristic	NOUN
aps-45	137	10	so	so	ADV
aps-45	137	11	increasingly	increasingly	ADV
aps-45	137	12	researchers	researcher	NOUN
aps-45	137	13	are	be	AUX
aps-45	137	14	interested	interested	ADJ
aps-45	137	15	in	in	ADP
aps-45	137	16	capturing	capture	VERB
aps-45	137	17	this	this	PRON
aps-45	137	18	.	.	PUNCT
aps-45	138	1	examples	example	NOUN
aps-45	138	2	of	of	ADP
aps-45	138	3	methods	method	NOUN
aps-45	138	4	and	and	CCONJ
aps-45	138	5	applications	application	NOUN
aps-45	138	6	can	can	AUX
aps-45	138	7	be	be	AUX
aps-45	138	8	found	find	VERB
aps-45	138	9	in	in	ADP
aps-45	138	10	norman	norman	PROPN
aps-45	138	11	(	(	PUNCT
aps-45	138	12	2010	2010	NUM
aps-45	138	13	)	)	PUNCT
aps-45	138	14	,	,	PUNCT
aps-45	138	15	exeter	exeter	PROPN
aps-45	138	16	et	et	PROPN
aps-45	138	17	al	al	PROPN
aps-45	138	18	.	.	PROPN
aps-45	139	1	(	(	PUNCT
aps-45	139	2	2011	2011	NUM
aps-45	139	3	;	;	PUNCT
aps-45	139	4	2019	2019	NUM
aps-45	139	5	)	)	PUNCT
aps-45	139	6	,	,	PUNCT
aps-45	139	7	norman	norman	PROPN
aps-45	139	8	et	et	PROPN
aps-45	139	9	al	al	PROPN
aps-45	139	10	.	.	PROPN
aps-45	140	1	(	(	PUNCT
aps-45	140	2	2016	2016	NUM
aps-45	140	3	)	)	PUNCT
aps-45	140	4	,	,	PUNCT
aps-45	140	5	pearce	pearce	PROPN
aps-45	140	6	et	et	PROPN
aps-45	140	7	al	al	PROPN
aps-45	140	8	.	.	PUNCT
aps-45	141	1	(	(	PUNCT
aps-45	141	2	2016	2016	NUM
aps-45	141	3	)	)	PUNCT
aps-45	141	4	,	,	PUNCT
aps-45	141	5	norman	norman	PROPN
aps-45	141	6	(	(	PUNCT
aps-45	141	7	2016	2016	NUM
aps-45	141	8	)	)	PUNCT
aps-45	141	9	,	,	PUNCT
aps-45	141	10	green	green	PROPN
aps-45	141	11	et	et	PROPN
aps-45	141	12	al	al	PROPN
aps-45	141	13	.	.	PROPN
aps-45	142	1	(	(	PUNCT
aps-45	142	2	2017	2017	NUM
aps-45	142	3	)	)	PUNCT
aps-45	142	4	,	,	PUNCT
aps-45	142	5	norman	norman	PROPN
aps-45	142	6	and	and	CCONJ
aps-45	142	7	darlington	darlington	PROPN
aps-45	142	8	-	-	PUNCT
aps-45	142	9	pollock	pollock	NOUN
aps-45	142	10	(	(	PUNCT
aps-45	142	11	2017	2017	NUM
aps-45	142	12	)	)	PUNCT
aps-45	142	13	and	and	CCONJ
aps-45	142	14	shackleton	shackleton	PROPN
aps-45	142	15	et	et	PROPN
aps-45	142	16	al	al	PROPN
aps-45	142	17	.	.	PROPN
aps-45	143	1	(	(	PUNCT
aps-45	143	2	2018	2018	NUM
aps-45	143	3	)	)	PUNCT
aps-45	143	4	.	.	PUNCT
aps-45	144	1	9	9	X
aps-45	144	2	.	.	X
aps-45	144	3	resources	resource	NOUN
aps-45	144	4	we	we	PRON
aps-45	144	5	provide	provide	VERB
aps-45	144	6	an	an	DET
aps-45	144	7	excel	excel	NOUN
aps-45	144	8	file	file	NOUN
aps-45	144	9	of	of	ADP
aps-45	144	10	the	the	DET
aps-45	144	11	raw	raw	ADJ
aps-45	144	12	input	input	NOUN
aps-45	144	13	variables	variable	NOUN
aps-45	144	14	plus	plus	CCONJ
aps-45	144	15	commented	comment	VERB
aps-45	144	16	files	file	NOUN
aps-45	144	17	of	of	ADP
aps-45	144	18	spss	spss	PROPN
aps-45	144	19	syntax	syntax	NOUN
aps-45	144	20	,	,	PUNCT
aps-45	144	21	stata	stata	X
aps-45	144	22	do	do	VERB
aps-45	144	23	and	and	CCONJ
aps-45	144	24	r	r	NOUN
aps-45	144	25	script	script	NOUN
aps-45	144	26	so	so	SCONJ
aps-45	144	27	that	that	SCONJ
aps-45	144	28	people	people	NOUN
aps-45	144	29	can	can	AUX
aps-45	144	30	reproduce	reproduce	VERB
aps-45	144	31	the	the	DET
aps-45	144	32	process	process	NOUN
aps-45	144	33	we	we	PRON
aps-45	144	34	have	have	AUX
aps-45	144	35	described	describe	VERB
aps-45	144	36	above	above	ADV
aps-45	144	37	.	.	PUNCT
aps-45	145	1	a	a	DET
aps-45	145	2	working	work	VERB
aps-45	145	3	knowledge	knowledge	NOUN
aps-45	145	4	of	of	ADP
aps-45	145	5	these	these	DET
aps-45	145	6	packages	package	NOUN
aps-45	145	7	is	be	AUX
aps-45	145	8	needed	need	VERB
aps-45	145	9	.	.	PUNCT
aps-45	146	1	the	the	DET
aps-45	146	2	files	file	NOUN
aps-45	146	3	can	can	AUX
aps-45	146	4	be	be	AUX
aps-45	146	5	accessed	access	VERB
aps-45	146	6	via	via	ADP
aps-45	146	7	:	:	PUNCT
aps-45	146	8	http://dx.doi.org/10.17632/k957gctr9d.1	http://dx.doi.org/10.17632/k957gctr9d.1	NUM
aps-45	146	9	.	.	PUNCT
aps-45	147	1	http://dx.doi.org/10.17632/k957gctr9d.1	http://dx.doi.org/10.17632/k957gctr9d.1	NUM
aps-45	147	2	australian	australian	ADJ
aps-45	147	3	population	population	NOUN
aps-45	147	4	studies	study	NOUN
aps-45	147	5	3	3	NUM
aps-45	147	6	(	(	PUNCT
aps-45	147	7	1	1	NUM
aps-45	147	8	)	)	PUNCT
aps-45	147	9	2019	2019	NUM
aps-45	147	10	norman	norman	NOUN
aps-45	147	11	,	,	PUNCT
aps-45	147	12	berrie	berrie	PROPN
aps-45	147	13	&	&	CCONJ
aps-45	147	14	exeter	exeter	PROPN
aps-45	147	15	37	37	NUM
aps-45	147	16	key	key	ADJ
aps-45	147	17	messages	message	NOUN
aps-45	147	18			PRON
aps-45	147	19	this	this	DET
aps-45	147	20	introductory	introductory	ADJ
aps-45	147	21	guide	guide	NOUN
aps-45	147	22	explains	explain	VERB
aps-45	147	23	the	the	DET
aps-45	147	24	background	background	NOUN
aps-45	147	25	concepts	concept	NOUN
aps-45	147	26	relating	relate	VERB
aps-45	147	27	to	to	ADP
aps-45	147	28	area	area	NOUN
aps-45	147	29	deprivation	deprivation	NOUN
aps-45	147	30	and	and	CCONJ
aps-45	147	31	to	to	ADP
aps-45	147	32	data	data	NOUN
aps-45	147	33	and	and	CCONJ
aps-45	147	34	geography	geography	NOUN
aps-45	147	35	choices	choice	NOUN
aps-45	147	36	.	.	PUNCT
aps-45	148	1			X
aps-45	149	1	the	the	DET
aps-45	149	2	calculation	calculation	NOUN
aps-45	149	3	of	of	ADP
aps-45	149	4	a	a	DET
aps-45	149	5	deprivation	deprivation	NOUN
aps-45	149	6	index	index	NOUN
aps-45	149	7	is	be	AUX
aps-45	149	8	stepped	step	VERB
aps-45	149	9	through	through	ADP
aps-45	149	10	and	and	CCONJ
aps-45	149	11	explained	explain	VERB
aps-45	149	12	.	.	PUNCT
aps-45	150	1			NOUN
aps-45	150	2	researchers	researcher	NOUN
aps-45	150	3	are	be	AUX
aps-45	150	4	provided	provide	VERB
aps-45	150	5	with	with	ADP
aps-45	150	6	a	a	DET
aps-45	150	7	set	set	NOUN
aps-45	150	8	of	of	ADP
aps-45	150	9	resources	resource	NOUN
aps-45	150	10	through	through	ADP
aps-45	150	11	which	which	PRON
aps-45	150	12	to	to	PART
aps-45	150	13	reproduce	reproduce	VERB
aps-45	150	14	the	the	DET
aps-45	150	15	process	process	NOUN
aps-45	150	16	.	.	PUNCT
aps-45	151	1			NOUN
aps-45	152	1	researchers	researcher	NOUN
aps-45	152	2	are	be	AUX
aps-45	152	3	encouraged	encourage	VERB
aps-45	152	4	to	to	PART
aps-45	152	5	develop	develop	VERB
aps-45	152	6	their	their	PRON
aps-45	152	7	own	own	ADJ
aps-45	152	8	small	small	ADJ
aps-45	152	9	area	area	NOUN
aps-45	152	10	indexes	index	NOUN
aps-45	152	11	.	.	PUNCT
aps-45	153	1	acknowledgements	acknowledgement	NOUN
aps-45	153	2	we	we	PRON
aps-45	153	3	are	be	AUX
aps-45	153	4	grateful	grateful	ADJ
aps-45	153	5	for	for	ADP
aps-45	153	6	the	the	DET
aps-45	153	7	feedback	feedback	NOUN
aps-45	153	8	from	from	ADP
aps-45	153	9	two	two	NUM
aps-45	153	10	anonymous	anonymous	ADJ
aps-45	153	11	referees	referee	NOUN
aps-45	153	12	.	.	PUNCT
aps-45	154	1	references	reference	NOUN
aps-45	154	2	allik	allik	VERB
aps-45	154	3	m	m	PROPN
aps-45	154	4	,	,	PUNCT
aps-45	154	5	brown	brown	ADJ
aps-45	154	6	d	d	PROPN
aps-45	154	7	,	,	PUNCT
aps-45	154	8	dundas	dundas	PROPN
aps-45	154	9	r	r	PROPN
aps-45	154	10	and	and	CCONJ
aps-45	154	11	leyland	leyland	PROPN
aps-45	154	12	a	a	DET
aps-45	154	13	h	h	NOUN
aps-45	154	14	(	(	PUNCT
aps-45	154	15	2016	2016	NUM
aps-45	154	16	)	)	PUNCT
aps-45	154	17	developing	develop	VERB
aps-45	154	18	a	a	DET
aps-45	154	19	new	new	ADJ
aps-45	154	20	small	small	ADJ
aps-45	154	21	-	-	PUNCT
aps-45	154	22	area	area	NOUN
aps-45	154	23	measure	measure	NOUN
aps-45	154	24	of	of	ADP
aps-45	154	25	deprivation	deprivation	NOUN
aps-45	154	26	using	use	VERB
aps-45	154	27	2001	2001	NUM
aps-45	154	28	and	and	CCONJ
aps-45	154	29	2011	2011	NUM
aps-45	154	30	census	census	NOUN
aps-45	154	31	data	datum	NOUN
aps-45	154	32	from	from	ADP
aps-45	154	33	scotland	scotland	PROPN
aps-45	154	34	.	.	PUNCT
aps-45	155	1	health	health	NOUN
aps-45	155	2	&	&	CCONJ
aps-45	155	3	place	place	PROPN
aps-45	155	4	39	39	NUM
aps-45	155	5	:	:	PUNCT
aps-45	155	6	122	122	NUM
aps-45	155	7	-	-	SYM
aps-45	155	8	130	130	NUM
aps-45	155	9	.	.	PUNCT
aps-45	156	1	abs	ab	NOUN
aps-45	156	2	(	(	PUNCT
aps-45	156	3	2017	2017	NUM
aps-45	156	4	)	)	PUNCT
aps-45	156	5	australian	australian	ADJ
aps-45	156	6	statistical	statistical	ADJ
aps-45	156	7	geography	geography	NOUN
aps-45	156	8	standard	standard	NOUN
aps-45	156	9	(	(	PUNCT
aps-45	156	10	asgs	asgs	PROPN
aps-45	156	11	)	)	PUNCT
aps-45	156	12	.	.	PUNCT
aps-45	157	1	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/australian+statistical+geography+st	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/australian+statistical+geography+st	PROPN
aps-45	157	2	andard+(asgs	andard+(asgs	PROPN
aps-45	157	3	)	)	PUNCT
aps-45	157	4	.	.	PUNCT
aps-45	158	1	accessed	access	VERB
aps-45	158	2	17	17	NUM
aps-45	158	3	may	may	PROPN
aps-45	158	4	2018	2018	NUM
aps-45	158	5	.	.	PUNCT
aps-45	159	1	abs	ab	NOUN
aps-45	159	2	(	(	PUNCT
aps-45	159	3	2018a	2018a	NUM
aps-45	159	4	)	)	PUNCT
aps-45	159	5	technical	technical	ADJ
aps-45	159	6	paper	paper	NOUN
aps-45	159	7	socio	socio	NOUN
aps-45	159	8	-	-	PUNCT
aps-45	159	9	economic	economic	ADJ
aps-45	159	10	indexes	index	NOUN
aps-45	159	11	for	for	ADP
aps-45	159	12	areas	area	NOUN
aps-45	159	13	(	(	PUNCT
aps-45	159	14	seifa	seifa	PROPN
aps-45	159	15	)	)	PUNCT
aps-45	159	16	2016	2016	NUM
aps-45	159	17	.	.	PUNCT
aps-45	160	1	catalogue	catalogue	NOUN
aps-45	160	2	no	no	INTJ
aps-45	160	3	.	.	PUNCT
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aps-45	161	2	.	.	PUNCT
aps-45	161	3	canberra	canberra	PROPN
aps-45	161	4	:	:	PUNCT
aps-45	161	5	abs	ab	NOUN
aps-45	161	6	.	.	PUNCT
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aps-45	162	3	/	/	SYM
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aps-45	162	5	.	.	PUNCT
aps-45	162	6	accessed	access	VERB
aps-45	162	7	22	22	NUM
aps-45	162	8	march	march	NOUN
aps-45	162	9	2019	2019	NUM
aps-45	162	10	.	.	PUNCT
aps-45	163	1	abs	ab	NOUN
aps-45	163	2	(	(	PUNCT
aps-45	163	3	2018b	2018b	NUM
aps-45	163	4	)	)	PUNCT
aps-45	163	5	census	census	NOUN
aps-45	163	6	of	of	ADP
aps-45	163	7	population	population	NOUN
aps-45	163	8	and	and	CCONJ
aps-45	163	9	housing	housing	NOUN
aps-45	163	10	:	:	PUNCT
aps-45	163	11	socio	socio	NOUN
aps-45	163	12	-	-	PUNCT
aps-45	163	13	economic	economic	ADJ
aps-45	163	14	indexes	index	NOUN
aps-45	163	15	for	for	ADP
aps-45	163	16	areas	area	NOUN
aps-45	163	17	(	(	PUNCT
aps-45	163	18	seifa	seifa	PROPN
aps-45	163	19	)	)	PUNCT
aps-45	163	20	,	,	PUNCT
aps-45	163	21	australia	australia	PROPN
aps-45	163	22	,	,	PUNCT
aps-45	163	23	2016	2016	NUM
aps-45	163	24	.	.	PUNCT
aps-45	164	1	catalogue	catalogue	NOUN
aps-45	164	2	no	no	INTJ
aps-45	164	3	.	.	PUNCT
aps-45	165	1	2033.0.55.001	2033.0.55.001	PROPN
aps-45	165	2	.	.	PUNCT
aps-45	165	3	canberra	canberra	PROPN
aps-45	165	4	:	:	PUNCT
aps-45	165	5	abs	ab	NOUN
aps-45	165	6	.	.	PUNCT
aps-45	166	1	http://www.abs.gov.au/ausstats/abs@.nsf/mf/2033.0.55.001	http://www.abs.gov.au/ausstats/abs@.nsf/mf/2033.0.55.001	PROPN
aps-45	166	2	.	.	PUNCT
aps-45	166	3	accessed	access	VERB
aps-45	166	4	22	22	NUM
aps-45	166	5	march	march	NOUN
aps-45	166	6	2019	2019	NUM
aps-45	166	7	.	.	PUNCT
aps-45	167	1	adams	adams	PROPN
aps-45	167	2	j	j	PROPN
aps-45	167	3	and	and	CCONJ
aps-45	167	4	white	white	PROPN
aps-45	167	5	m	m	PROPN
aps-45	167	6	(	(	PUNCT
aps-45	167	7	2006	2006	NUM
aps-45	167	8	)	)	PUNCT
aps-45	167	9	removing	remove	VERB
aps-45	167	10	the	the	DET
aps-45	167	11	health	health	NOUN
aps-45	167	12	domain	domain	NOUN
aps-45	167	13	from	from	ADP
aps-45	167	14	the	the	DET
aps-45	167	15	index	index	NOUN
aps-45	167	16	of	of	ADP
aps-45	167	17	multiple	multiple	ADJ
aps-45	167	18	deprivation	deprivation	NOUN
aps-45	167	19	2004	2004	NUM
aps-45	167	20	effect	effect	NOUN
aps-45	167	21	on	on	ADP
aps-45	167	22	measured	measured	ADJ
aps-45	167	23	inequalities	inequality	NOUN
aps-45	167	24	in	in	ADP
aps-45	167	25	census	census	NOUN
aps-45	167	26	measures	measure	NOUN
aps-45	167	27	of	of	ADP
aps-45	167	28	health	health	NOUN
aps-45	167	29	.	.	PUNCT
aps-45	168	1	journal	journal	PROPN
aps-45	168	2	of	of	ADP
aps-45	168	3	public	public	ADJ
aps-45	168	4	health	health	NOUN
aps-45	168	5	28(4	28(4	NUM
aps-45	168	6	):	):	PUNCT
aps-45	168	7	379	379	NUM
aps-45	168	8	-	-	SYM
aps-45	168	9	383	383	NUM
aps-45	168	10	.	.	PUNCT
aps-45	169	1	ajebon	ajebon	PROPN
aps-45	169	2	m	m	PROPN
aps-45	169	3	and	and	CCONJ
aps-45	169	4	norman	norman	PROPN
aps-45	169	5	p	p	PROPN
aps-45	169	6	(	(	PUNCT
aps-45	169	7	2016	2016	NUM
aps-45	169	8	)	)	PUNCT
aps-45	169	9	beyond	beyond	ADP
aps-45	169	10	the	the	DET
aps-45	169	11	census	census	NOUN
aps-45	169	12	:	:	PUNCT
aps-45	169	13	a	a	DET
aps-45	169	14	spatial	spatial	ADJ
aps-45	169	15	analysis	analysis	NOUN
aps-45	169	16	of	of	ADP
aps-45	169	17	health	health	NOUN
aps-45	169	18	and	and	CCONJ
aps-45	169	19	deprivation	deprivation	NOUN
aps-45	169	20	in	in	ADP
aps-45	169	21	england	england	PROPN
aps-45	169	22	.	.	PUNCT
aps-45	170	1	geojournal	geojournal	PROPN
aps-45	170	2	81(3	81(3	NUM
aps-45	170	3	):	):	PUNCT
aps-45	170	4	395	395	NUM
aps-45	170	5	-	-	SYM
aps-45	170	6	410	410	NUM
aps-45	170	7	.	.	PUNCT
aps-45	171	1	atkinson	atkinson	PROPN
aps-45	171	2	j	j	PROPN
aps-45	171	3	,	,	PUNCT
aps-45	171	4	salmond	salmond	PROPN
aps-45	171	5	c	c	PROPN
aps-45	171	6	and	and	CCONJ
aps-45	171	7	crampton	crampton	PROPN
aps-45	171	8	p	p	PROPN
aps-45	171	9	(	(	PUNCT
aps-45	171	10	2014	2014	NUM
aps-45	171	11	)	)	PUNCT
aps-45	171	12	nzdep2013	nzdep2013	NOUN
aps-45	171	13	index	index	NOUN
aps-45	171	14	of	of	ADP
aps-45	171	15	deprivation	deprivation	NOUN
aps-45	171	16	.	.	PUNCT
aps-45	172	1	university	university	NOUN
aps-45	172	2	of	of	ADP
aps-45	172	3	otago	otago	PROPN
aps-45	172	4	(	(	PUNCT
aps-45	172	5	wellington	wellington	PROPN
aps-45	172	6	)	)	PUNCT
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aps-45	172	8	tml	tml	PROPN
aps-45	172	9	.	.	PUNCT
aps-45	173	1	accessed	access	VERB
aps-45	173	2	27	27	NUM
aps-45	173	3	september	september	PROPN
aps-45	173	4	2018	2018	NUM
aps-45	173	5	.	.	PUNCT
aps-45	174	1	bertotti	bertotti	PROPN
aps-45	174	2	m	m	PROPN
aps-45	174	3	,	,	PUNCT
aps-45	174	4	adams	adams	PROPN
aps-45	174	5	-	-	PUNCT
aps-45	174	6	eaton	eaton	PROPN
aps-45	174	7	f	f	PROPN
aps-45	174	8	,	,	PUNCT
aps-45	174	9	sheridan	sheridan	PROPN
aps-45	174	10	k	k	PROPN
aps-45	174	11	and	and	CCONJ
aps-45	174	12	renton	renton	PROPN
aps-45	174	13	a	a	DET
aps-45	174	14	(	(	PUNCT
aps-45	174	15	2012	2012	NUM
aps-45	174	16	)	)	PUNCT
aps-45	174	17	key	key	ADJ
aps-45	174	18	barriers	barrier	NOUN
aps-45	174	19	to	to	ADP
aps-45	174	20	community	community	NOUN
aps-45	174	21	cohesion	cohesion	NOUN
aps-45	174	22	:	:	PUNCT
aps-45	174	23	views	view	NOUN
aps-45	174	24	from	from	ADP
aps-45	174	25	residents	resident	NOUN
aps-45	174	26	of	of	ADP
aps-45	174	27	20	20	NUM
aps-45	174	28	london	london	PROPN
aps-45	174	29	deprived	deprive	VERB
aps-45	174	30	neighbourhoods	neighbourhood	NOUN
aps-45	174	31	geojournal	geojournal	ADJ
aps-45	174	32	77(2	77(2	NOUN
aps-45	174	33	):	):	PUNCT
aps-45	174	34	223	223	NUM
aps-45	174	35	-	-	SYM
aps-45	174	36	234	234	NUM
aps-45	174	37	.	.	PUNCT
aps-45	175	1	boyle	boyle	PROPN
aps-45	175	2	p	p	PROPN
aps-45	175	3	and	and	CCONJ
aps-45	175	4	dorling	dorling	PROPN
aps-45	175	5	d	d	X
aps-45	175	6	(	(	PUNCT
aps-45	175	7	2004	2004	NUM
aps-45	175	8	)	)	PUNCT
aps-45	175	9	the	the	DET
aps-45	175	10	2001	2001	NUM
aps-45	175	11	uk	uk	PROPN
aps-45	175	12	census	census	NOUN
aps-45	175	13	:	:	PUNCT
aps-45	175	14	remarkable	remarkable	ADJ
aps-45	175	15	resource	resource	NOUN
aps-45	175	16	or	or	CCONJ
aps-45	175	17	bygone	bygone	NOUN
aps-45	175	18	legacy	legacy	NOUN
aps-45	175	19	of	of	ADP
aps-45	175	20	the	the	DET
aps-45	175	21	‘	'	PUNCT
aps-45	175	22	pencil	pencil	NOUN
aps-45	175	23	and	and	CCONJ
aps-45	175	24	paper	paper	NOUN
aps-45	175	25	era	era	NOUN
aps-45	175	26	’	'	PUNCT
aps-45	175	27	?	?	PUNCT
aps-45	176	1	area	area	NOUN
aps-45	176	2	36(2	36(2	NUM
aps-45	176	3	):	):	PUNCT
aps-45	176	4	101	101	NUM
aps-45	176	5	-	-	SYM
aps-45	176	6	110	110	NUM
aps-45	176	7	.	.	PUNCT
aps-45	177	1	carstairs	carstair	NOUN
aps-45	177	2	v	v	PROPN
aps-45	177	3	and	and	CCONJ
aps-45	177	4	morris	morris	PROPN
aps-45	177	5	r	r	PROPN
aps-45	177	6	(	(	PUNCT
aps-45	177	7	1989	1989	NUM
aps-45	177	8	)	)	PUNCT
aps-45	177	9	deprivation	deprivation	NOUN
aps-45	177	10	:	:	PUNCT
aps-45	177	11	explaining	explain	VERB
aps-45	177	12	differences	difference	NOUN
aps-45	177	13	in	in	ADP
aps-45	177	14	mortality	mortality	NOUN
aps-45	177	15	between	between	ADP
aps-45	177	16	scotland	scotland	PROPN
aps-45	177	17	,	,	PUNCT
aps-45	177	18	england	england	PROPN
aps-45	177	19	and	and	CCONJ
aps-45	177	20	wales	wales	PROPN
aps-45	177	21	.	.	PUNCT
aps-45	178	1	british	british	ADJ
aps-45	178	2	medical	medical	PROPN
aps-45	178	3	journal	journal	PROPN
aps-45	178	4	299(6704	299(6704	NUM
aps-45	178	5	):	):	PUNCT
aps-45	178	6	886	886	NUM
aps-45	178	7	-	-	SYM
aps-45	178	8	889	889	NUM
aps-45	178	9	.	.	PUNCT
aps-45	179	1	congdon	congdon	PROPN
aps-45	179	2	p	p	PROPN
aps-45	179	3	(	(	PUNCT
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aps-45	179	5	)	)	PUNCT
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aps-45	179	7	:	:	PUNCT
aps-45	179	8	contextual	contextual	ADJ
aps-45	179	9	effects	effect	NOUN
aps-45	179	10	:	:	PUNCT
aps-45	179	11	index	index	NOUN
aps-45	179	12	construction	construction	NOUN
aps-45	179	13	and	and	CCONJ
aps-45	179	14	technique	technique	NOUN
aps-45	179	15	.	.	PUNCT
aps-45	180	1	international	international	ADJ
aps-45	180	2	journal	journal	NOUN
aps-45	180	3	of	of	ADP
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aps-45	180	5	33(4	33(4	NOUN
aps-45	180	6	):	):	PUNCT
aps-45	180	7	741	741	NUM
aps-45	180	8	-	-	SYM
aps-45	180	9	742	742	NUM
aps-45	180	10	.	.	PUNCT
aps-45	181	1	d’ambrosio	d’ambrosio	PROPN
aps-45	181	2	c	c	PROPN
aps-45	181	3	and	and	CCONJ
aps-45	181	4	frick	frick	VERB
aps-45	181	5	j	j	PROPN
aps-45	181	6	r	r	NOUN
aps-45	181	7	(	(	PUNCT
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aps-45	181	9	)	)	PUNCT
aps-45	181	10	.	.	PUNCT
aps-45	182	1	income	income	NOUN
aps-45	182	2	satisfaction	satisfaction	NOUN
aps-45	182	3	and	and	CCONJ
aps-45	182	4	relative	relative	ADJ
aps-45	182	5	deprivation	deprivation	NOUN
aps-45	182	6	:	:	PUNCT
aps-45	182	7	an	an	DET
aps-45	182	8	empirical	empirical	ADJ
aps-45	182	9	link	link	NOUN
aps-45	182	10	.	.	PUNCT
aps-45	183	1	social	social	ADJ
aps-45	183	2	indicators	indicator	NOUN
aps-45	183	3	research	research	NOUN
aps-45	183	4	81(3	81(3	NUM
aps-45	183	5	):	):	PUNCT
aps-45	183	6	497	497	NUM
aps-45	183	7	-	-	SYM
aps-45	183	8	519	519	NUM
aps-45	183	9	.	.	PUNCT
aps-45	184	1	dorling	dorle	VERB
aps-45	184	2	d	d	X
aps-45	184	3	(	(	PUNCT
aps-45	184	4	1999	1999	NUM
aps-45	184	5	)	)	PUNCT
aps-45	184	6	who	who	PRON
aps-45	184	7	’s	’	VERB
aps-45	184	8	afraid	afraid	ADJ
aps-45	184	9	of	of	ADP
aps-45	184	10	income	income	NOUN
aps-45	184	11	inequality	inequality	NOUN
aps-45	184	12	?	?	PUNCT
aps-45	185	1	environment	environment	NOUN
aps-45	185	2	&	&	CCONJ
aps-45	185	3	planning	plan	VERB
aps-45	185	4	a	a	DET
aps-45	185	5	31(4	31(4	NUM
aps-45	185	6	):	):	PUNCT
aps-45	185	7	571	571	NUM
aps-45	185	8	-	-	SYM
aps-45	185	9	574	574	NUM
aps-45	185	10	.	.	PUNCT
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aps-45	186	2	)	)	PUNCT
aps-45	186	3	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/australian+statistical+geography+standard+(asgs	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/australian+statistical+geography+standard+(asgs	NOUN
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aps-45	186	7	http://www.abs.gov.au/ausstats/abs@.nsf/mf/2033.0.55.001	http://www.abs.gov.au/ausstats/abs@.nsf/mf/2033.0.55.001	NOUN
aps-45	187	1	https://www.otago.ac.nz/wellington/departments/publichealth/research/hirp/otago020194.html	https://www.otago.ac.nz/wellington/departments/publichealth/research/hirp/otago020194.html	PROPN
aps-45	187	2	https://www.otago.ac.nz/wellington/departments/publichealth/research/hirp/otago020194.html	https://www.otago.ac.nz/wellington/departments/publichealth/research/hirp/otago020194.html	PROPN
aps-45	187	3	38	38	NUM
aps-45	187	4	norman	norman	NOUN
aps-45	187	5	,	,	PUNCT
aps-45	187	6	berrie	berrie	PROPN
aps-45	187	7	&	&	CCONJ
aps-45	187	8	exeter	exeter	PROPN
aps-45	187	9	australian	australian	ADJ
aps-45	187	10	population	population	NOUN
aps-45	187	11	studies	study	NOUN
aps-45	187	12	3	3	NUM
aps-45	187	13	(	(	PUNCT
aps-45	187	14	1	1	NUM
aps-45	187	15	)	)	PUNCT
aps-45	187	16	2019	2019	NUM
aps-45	187	17	exeter	exeter	NOUN
aps-45	187	18	d	d	PROPN
aps-45	187	19	j	j	PROPN
aps-45	187	20	,	,	PUNCT
aps-45	187	21	boyle	boyle	PROPN
aps-45	187	22	p	p	PROPN
aps-45	187	23	j	j	PROPN
aps-45	187	24	and	and	CCONJ
aps-45	187	25	norman	norman	PROPN
aps-45	187	26	p	p	PROPN
aps-45	187	27	(	(	PUNCT
aps-45	187	28	2011	2011	NUM
aps-45	187	29	)	)	PUNCT
aps-45	187	30	deprivation	deprivation	NOUN
aps-45	187	31	(	(	PUNCT
aps-45	187	32	im)mobility	im)mobility	NOUN
aps-45	187	33	and	and	CCONJ
aps-45	187	34	cause	cause	NOUN
aps-45	187	35	-	-	PUNCT
aps-45	187	36	specific	specific	ADJ
aps-45	187	37	premature	premature	ADJ
aps-45	187	38	mortality	mortality	NOUN
aps-45	187	39	in	in	ADP
aps-45	187	40	scotland	scotland	PROPN
aps-45	187	41	.	.	PUNCT
aps-45	188	1	social	social	ADJ
aps-45	188	2	science	science	PROPN
aps-45	188	3	&	&	CCONJ
aps-45	188	4	medicine	medicine	PROPN
aps-45	188	5	72(3	72(3	NUM
aps-45	188	6	):	):	PUNCT
aps-45	188	7	389	389	NUM
aps-45	188	8	-	-	SYM
aps-45	188	9	397	397	NUM
aps-45	188	10	.	.	PUNCT
aps-45	189	1	exeter	exeter	PROPN
aps-45	189	2	d	d	PROPN
aps-45	189	3	j	j	PROPN
aps-45	189	4	,	,	PUNCT
aps-45	189	5	zhao	zhao	PROPN
aps-45	189	6	j	j	PROPN
aps-45	189	7	,	,	PUNCT
aps-45	189	8	crengle	crengle	VERB
aps-45	189	9	s	s	PROPN
aps-45	189	10	,	,	PUNCT
aps-45	189	11	lee	lee	PROPN
aps-45	189	12	a	a	PROPN
aps-45	189	13	and	and	CCONJ
aps-45	189	14	browne	browne	PROPN
aps-45	189	15	m	m	PROPN
aps-45	189	16	(	(	PUNCT
aps-45	189	17	2017	2017	NUM
aps-45	189	18	)	)	PUNCT
aps-45	189	19	the	the	DET
aps-45	189	20	new	new	PROPN
aps-45	189	21	zealand	zealand	PROPN
aps-45	189	22	indices	index	NOUN
aps-45	189	23	of	of	ADP
aps-45	189	24	multiple	multiple	ADJ
aps-45	189	25	deprivation	deprivation	NOUN
aps-45	189	26	(	(	PUNCT
aps-45	189	27	imd	imd	PROPN
aps-45	189	28	):	):	PUNCT
aps-45	189	29	a	a	DET
aps-45	189	30	new	new	ADJ
aps-45	189	31	suite	suite	NOUN
aps-45	189	32	of	of	ADP
aps-45	189	33	indicators	indicator	NOUN
aps-45	189	34	for	for	ADP
aps-45	189	35	social	social	ADJ
aps-45	189	36	and	and	CCONJ
aps-45	189	37	health	health	NOUN
aps-45	189	38	research	research	NOUN
aps-45	189	39	in	in	ADP
aps-45	189	40	aotearoa	aotearoa	PROPN
aps-45	189	41	,	,	PUNCT
aps-45	189	42	new	new	PROPN
aps-45	189	43	zealand	zealand	PROPN
aps-45	189	44	.	.	PUNCT
aps-45	190	1	plos	plos	PROPN
aps-45	190	2	one	one	NUM
aps-45	190	3	12(8	12(8	NUM
aps-45	190	4	):	):	PUNCT
aps-45	190	5	e0181260	e0181260	PROPN
aps-45	190	6	.	.	PUNCT
aps-45	190	7	exeter	exeter	PROPN
aps-45	190	8	d	d	PROPN
aps-45	190	9	j	j	PROPN
aps-45	190	10	,	,	PUNCT
aps-45	190	11	feng	feng	PROPN
aps-45	190	12	z	z	PROPN
aps-45	190	13	,	,	PUNCT
aps-45	190	14	zhao	zhao	PROPN
aps-45	190	15	j	j	PROPN
aps-45	190	16	,	,	PUNCT
aps-45	190	17	cavadino	cavadino	VERB
aps-45	190	18	a	a	PRON
aps-45	190	19	and	and	CCONJ
aps-45	190	20	norman	norman	PROPN
aps-45	190	21	p	p	PROPN
aps-45	190	22	(	(	PUNCT
aps-45	190	23	2019	2019	NUM
aps-45	190	24	)	)	PUNCT
aps-45	190	25	the	the	DET
aps-45	190	26	geographic	geographic	ADJ
aps-45	190	27	harmonisation	harmonisation	NOUN
aps-45	190	28	of	of	ADP
aps-45	190	29	scotland	scotland	PROPN
aps-45	190	30	’s	’s	PART
aps-45	190	31	small	small	ADJ
aps-45	190	32	area	area	NOUN
aps-45	190	33	census	census	PROPN
aps-45	190	34	data	datum	NOUN
aps-45	190	35	,	,	PUNCT
aps-45	190	36	1981	1981	NUM
aps-45	190	37	to	to	ADP
aps-45	190	38	2011	2011	NUM
aps-45	190	39	.	.	PUNCT
aps-45	191	1	health	health	NOUN
aps-45	191	2	&	&	CCONJ
aps-45	191	3	place	place	PROPN
aps-45	191	4	57	57	NUM
aps-45	191	5	:	:	PUNCT
aps-45	191	6	22	22	NUM
aps-45	191	7	-	-	SYM
aps-45	191	8	26	26	NUM
aps-45	191	9	.	.	PUNCT
aps-45	192	1	flowerdew	flowerdew	NOUN
aps-45	192	2	r	r	NOUN
aps-45	192	3	,	,	PUNCT
aps-45	192	4	manley	manley	PROPN
aps-45	192	5	d	d	PROPN
aps-45	192	6	j	j	PROPN
aps-45	192	7	and	and	CCONJ
aps-45	192	8	sabel	sabel	PROPN
aps-45	192	9	s	s	PART
aps-45	192	10	e	e	X
aps-45	192	11	(	(	PUNCT
aps-45	192	12	2008	2008	NUM
aps-45	192	13	)	)	PUNCT
aps-45	192	14	neighbourhood	neighbourhood	NOUN
aps-45	192	15	effects	effect	NOUN
aps-45	192	16	on	on	ADP
aps-45	192	17	health	health	NOUN
aps-45	192	18	:	:	PUNCT
aps-45	192	19	does	do	AUX
aps-45	192	20	it	it	PRON
aps-45	192	21	matter	matter	VERB
aps-45	192	22	where	where	SCONJ
aps-45	192	23	you	you	PRON
aps-45	192	24	draw	draw	VERB
aps-45	192	25	the	the	DET
aps-45	192	26	boundaries	boundary	NOUN
aps-45	192	27	?	?	PUNCT
aps-45	193	1	social	social	ADJ
aps-45	193	2	science	science	PROPN
aps-45	193	3	&	&	CCONJ
aps-45	193	4	medicine	medicine	PROPN
aps-45	193	5	66(5	66(5	PROPN
aps-45	193	6	):	):	PUNCT
aps-45	193	7	1241	1241	NUM
aps-45	193	8	-	-	SYM
aps-45	193	9	1255	1255	NUM
aps-45	193	10	.	.	PUNCT
aps-45	194	1	fu	fu	PROPN
aps-45	194	2	m	m	PROPN
aps-45	194	3	,	,	PUNCT
aps-45	194	4	exeter	exeter	PROPN
aps-45	194	5	d	d	PROPN
aps-45	194	6	j	j	PROPN
aps-45	194	7	and	and	CCONJ
aps-45	194	8	anderson	anderson	PROPN
aps-45	194	9	a	a	DET
aps-45	194	10	(	(	PUNCT
aps-45	194	11	2015	2015	NUM
aps-45	194	12	)	)	PUNCT
aps-45	194	13	“	"	PUNCT
aps-45	194	14	so	so	ADV
aps-45	194	15	,	,	PUNCT
aps-45	194	16	is	be	AUX
aps-45	194	17	that	that	SCONJ
aps-45	194	18	your	your	PRON
aps-45	194	19	‘	'	PUNCT
aps-45	194	20	relative	relative	ADJ
aps-45	194	21	’	'	PUNCT
aps-45	194	22	or	or	CCONJ
aps-45	194	23	mine	mine	PRON
aps-45	194	24	?	?	PUNCT
aps-45	194	25	”	"	PUNCT
aps-45	194	26	a	a	DET
aps-45	194	27	political	political	ADJ
aps-45	194	28	-	-	PUNCT
aps-45	194	29	ecological	ecological	ADJ
aps-45	194	30	critique	critique	NOUN
aps-45	194	31	of	of	ADP
aps-45	194	32	census	census	NOUN
aps-45	194	33	-	-	PUNCT
aps-45	194	34	based	base	VERB
aps-45	194	35	area	area	NOUN
aps-45	194	36	deprivation	deprivation	NOUN
aps-45	194	37	indices	index	NOUN
aps-45	194	38	.	.	PUNCT
aps-45	195	1	social	social	ADJ
aps-45	195	2	science	science	PROPN
aps-45	195	3	&	&	CCONJ
aps-45	195	4	medicine	medicine	PROPN
aps-45	195	5	142	142	NUM
aps-45	195	6	:	:	PUNCT
aps-45	195	7	27	27	NUM
aps-45	195	8	-	-	SYM
aps-45	195	9	36	36	NUM
aps-45	195	10	.	.	PUNCT
aps-45	196	1	gilthorpe	gilthorpe	PROPN
aps-45	196	2	m	m	PROPN
aps-45	196	3	(	(	PUNCT
aps-45	196	4	1995	1995	NUM
aps-45	196	5	)	)	PUNCT
aps-45	196	6	the	the	DET
aps-45	196	7	importance	importance	NOUN
aps-45	196	8	of	of	ADP
aps-45	196	9	normalisation	normalisation	NOUN
aps-45	196	10	in	in	ADP
aps-45	196	11	the	the	DET
aps-45	196	12	construction	construction	NOUN
aps-45	196	13	of	of	ADP
aps-45	196	14	deprivation	deprivation	NOUN
aps-45	196	15	indices	index	NOUN
aps-45	196	16	.	.	PUNCT
aps-45	197	1	journal	journal	NOUN
aps-45	197	2	of	of	ADP
aps-45	197	3	epidemiology	epidemiology	NOUN
aps-45	197	4	and	and	CCONJ
aps-45	197	5	community	community	NOUN
aps-45	197	6	health	health	PROPN
aps-45	197	7	49(s2	49(s2	PROPN
aps-45	197	8	):	):	PUNCT
aps-45	197	9	s45	s45	NOUN
aps-45	197	10	-	-	PUNCT
aps-45	197	11	s50	s50	NOUN
aps-45	197	12	.	.	PUNCT
aps-45	198	1	green	green	PROPN
aps-45	198	2	m	m	PROPN
aps-45	198	3	a	a	NOUN
aps-45	198	4	,	,	PUNCT
aps-45	198	5	arcaya	arcaya	NOUN
aps-45	198	6	m	m	ADJ
aps-45	198	7	and	and	CCONJ
aps-45	198	8	subramanian	subramanian	PROPN
aps-45	198	9	s	s	PROPN
aps-45	198	10	v	v	NOUN
aps-45	198	11	(	(	PUNCT
aps-45	198	12	2017	2017	NUM
aps-45	198	13	)	)	PUNCT
aps-45	198	14	using	use	VERB
aps-45	198	15	internal	internal	ADJ
aps-45	198	16	migration	migration	NOUN
aps-45	198	17	to	to	PART
aps-45	198	18	estimate	estimate	VERB
aps-45	198	19	the	the	DET
aps-45	198	20	causal	causal	ADJ
aps-45	198	21	effect	effect	NOUN
aps-45	198	22	of	of	ADP
aps-45	198	23	neighbourhood	neighbourhood	NOUN
aps-45	198	24	socioeconomic	socioeconomic	ADJ
aps-45	198	25	context	context	NOUN
aps-45	198	26	on	on	ADP
aps-45	198	27	health	health	NOUN
aps-45	198	28	:	:	PUNCT
aps-45	198	29	a	a	DET
aps-45	198	30	longitudinal	longitudinal	ADJ
aps-45	198	31	analysis	analysis	NOUN
aps-45	198	32	(	(	PUNCT
aps-45	198	33	england	england	PROPN
aps-45	198	34	,	,	PUNCT
aps-45	198	35	1995	1995	NUM
aps-45	198	36	-	-	SYM
aps-45	198	37	2008	2008	NUM
aps-45	198	38	)	)	PUNCT
aps-45	198	39	.	.	PUNCT
aps-45	199	1	annals	annal	NOUN
aps-45	199	2	of	of	ADP
aps-45	199	3	the	the	DET
aps-45	199	4	association	association	NOUN
aps-45	199	5	of	of	ADP
aps-45	199	6	american	american	ADJ
aps-45	199	7	geographers	geographer	NOUN
aps-45	199	8	107(6	107(6	NUM
aps-45	199	9	):	):	PUNCT
aps-45	199	10	1266	1266	NUM
aps-45	199	11	-	-	SYM
aps-45	199	12	1278	1278	NUM
aps-45	199	13	.	.	PUNCT
aps-45	200	1	haynes	haynes	PROPN
aps-45	200	2	r	r	PROPN
aps-45	200	3	,	,	PUNCT
aps-45	200	4	gale	gale	NOUN
aps-45	200	5	s	s	PROPN
aps-45	200	6	,	,	PUNCT
aps-45	200	7	lovett	lovett	PROPN
aps-45	200	8	a	a	PROPN
aps-45	200	9	and	and	CCONJ
aps-45	200	10	bentham	bentham	PROPN
aps-45	200	11	g	g	PROPN
aps-45	200	12	(	(	PUNCT
aps-45	200	13	1996	1996	NUM
aps-45	200	14	)	)	PUNCT
aps-45	200	15	unemployment	unemployment	NOUN
aps-45	200	16	rate	rate	NOUN
aps-45	200	17	as	as	ADP
aps-45	200	18	an	an	DET
aps-45	200	19	updatable	updatable	ADJ
aps-45	200	20	health	health	NOUN
aps-45	200	21	needs	need	NOUN
aps-45	200	22	indicator	indicator	NOUN
aps-45	200	23	for	for	ADP
aps-45	200	24	small	small	ADJ
aps-45	200	25	areas	area	NOUN
aps-45	200	26	.	.	PUNCT
aps-45	201	1	journal	journal	NOUN
aps-45	201	2	of	of	ADP
aps-45	201	3	public	public	ADJ
aps-45	201	4	health	health	NOUN
aps-45	201	5	18(1	18(1	NOUN
aps-45	201	6	):	):	PUNCT
aps-45	201	7	27	27	NUM
aps-45	201	8	-	-	SYM
aps-45	201	9	32	32	NUM
aps-45	201	10	.	.	PUNCT
aps-45	202	1	holtermann	holtermann	PROPN
aps-45	202	2	s	s	PART
aps-45	202	3	(	(	PUNCT
aps-45	202	4	1975	1975	NUM
aps-45	202	5	)	)	PUNCT
aps-45	202	6	areas	area	NOUN
aps-45	202	7	of	of	ADP
aps-45	202	8	urban	urban	ADJ
aps-45	202	9	deprivation	deprivation	NOUN
aps-45	202	10	in	in	ADP
aps-45	202	11	great	great	ADJ
aps-45	202	12	britain	britain	PROPN
aps-45	202	13	:	:	PUNCT
aps-45	202	14	an	an	DET
aps-45	202	15	analysis	analysis	NOUN
aps-45	202	16	of	of	ADP
aps-45	202	17	1971	1971	NUM
aps-45	202	18	census	census	NOUN
aps-45	202	19	data	datum	NOUN
aps-45	202	20	.	.	PUNCT
aps-45	203	1	social	social	ADJ
aps-45	203	2	trends	trend	NOUN
aps-45	203	3	6	6	NUM
aps-45	203	4	:	:	SYM
aps-45	203	5	33	33	NUM
aps-45	203	6	-	-	SYM
aps-45	203	7	45	45	NUM
aps-45	203	8	.	.	PUNCT
aps-45	204	1	jarman	jarman	PROPN
aps-45	204	2	b	b	PROPN
aps-45	204	3	(	(	PUNCT
aps-45	204	4	1983	1983	NUM
aps-45	204	5	)	)	PUNCT
aps-45	204	6	identification	identification	NOUN
aps-45	204	7	of	of	ADP
aps-45	204	8	underprivileged	underprivileged	ADJ
aps-45	204	9	areas	area	NOUN
aps-45	204	10	.	.	PUNCT
aps-45	205	1	british	british	PROPN
aps-45	205	2	medical	medical	PROPN
aps-45	205	3	journal	journal	PROPN
aps-45	205	4	286	286	NUM
aps-45	205	5	:	:	PUNCT
aps-45	205	6	1705	1705	NUM
aps-45	205	7	-	-	SYM
aps-45	205	8	1709	1709	NUM
aps-45	205	9	.	.	PUNCT
aps-45	206	1	lucy	lucy	PROPN
aps-45	206	2	l	l	PROPN
aps-45	206	3	and	and	CCONJ
aps-45	206	4	burns	burns	PROPN
aps-45	206	5	l	l	NOUN
aps-45	206	6	(	(	PUNCT
aps-45	206	7	2017	2017	NUM
aps-45	206	8	)	)	PUNCT
aps-45	206	9	devising	devise	VERB
aps-45	206	10	a	a	DET
aps-45	206	11	composite	composite	ADJ
aps-45	206	12	index	index	NOUN
aps-45	206	13	to	to	PART
aps-45	206	14	analyze	analyze	VERB
aps-45	206	15	and	and	CCONJ
aps-45	206	16	model	model	VERB
aps-45	206	17	loneliness	loneliness	NOUN
aps-45	206	18	and	and	CCONJ
aps-45	206	19	related	relate	VERB
aps-45	206	20	health	health	NOUN
aps-45	206	21	risks	risk	NOUN
aps-45	206	22	in	in	ADP
aps-45	206	23	the	the	DET
aps-45	206	24	united	united	ADJ
aps-45	206	25	kingdom	kingdom	PROPN
aps-45	206	26	.	.	PUNCT
aps-45	207	1	gerontology	gerontology	NOUN
aps-45	207	2	and	and	CCONJ
aps-45	207	3	geriatric	geriatric	ADJ
aps-45	207	4	medicine	medicine	NOUN
aps-45	207	5	3	3	NUM
aps-45	207	6	:	:	SYM
aps-45	207	7	1	1	NUM
aps-45	207	8	-	-	SYM
aps-45	207	9	10	10	NUM
aps-45	207	10	.	.	PUNCT
aps-45	208	1	mackenzie	mackenzie	NOUN
aps-45	208	2	i	i	PRON
aps-45	208	3	f	f	NOUN
aps-45	208	4	,	,	PUNCT
aps-45	208	5	nelder	nelder	ADJ
aps-45	208	6	r	r	NOUN
aps-45	208	7	,	,	PUNCT
aps-45	208	8	maconachie	maconachie	NOUN
aps-45	208	9	m	m	PROPN
aps-45	208	10	and	and	CCONJ
aps-45	208	11	radford	radford	PROPN
aps-45	208	12	g	g	PROPN
aps-45	208	13	(	(	PUNCT
aps-45	208	14	1998	1998	NUM
aps-45	208	15	)	)	PUNCT
aps-45	208	16	my	my	PRON
aps-45	208	17	ward	ward	NOUN
aps-45	208	18	is	be	AUX
aps-45	208	19	more	more	ADV
aps-45	208	20	deprived	deprived	ADJ
aps-45	208	21	than	than	ADP
aps-45	208	22	yours	yours	PRON
aps-45	208	23	.	.	PROPN
aps-45	209	1	journal	journal	PROPN
aps-45	209	2	of	of	ADP
aps-45	209	3	public	public	ADJ
aps-45	209	4	health	health	NOUN
aps-45	209	5	medicine	medicine	NOUN
aps-45	209	6	20(2	20(2	NUM
aps-45	209	7	):	):	PUNCT
aps-45	209	8	186	186	NUM
aps-45	209	9	-	-	SYM
aps-45	209	10	190	190	NUM
aps-45	209	11	.	.	PUNCT
aps-45	210	1	noble	noble	ADJ
aps-45	210	2	m	m	PROPN
aps-45	210	3	,	,	PUNCT
aps-45	210	4	wright	wright	PROPN
aps-45	210	5	g	g	PROPN
aps-45	210	6	,	,	PUNCT
aps-45	210	7	smith	smith	PROPN
aps-45	210	8	g	g	PROPN
aps-45	210	9	and	and	CCONJ
aps-45	210	10	dibben	dibben	NOUN
aps-45	210	11	c	c	NOUN
aps-45	210	12	(	(	PUNCT
aps-45	210	13	2006	2006	NUM
aps-45	210	14	)	)	PUNCT
aps-45	210	15	measuring	measure	VERB
aps-45	210	16	multiple	multiple	ADJ
aps-45	210	17	deprivation	deprivation	NOUN
aps-45	210	18	at	at	ADP
aps-45	210	19	the	the	DET
aps-45	210	20	small	small	ADJ
aps-45	210	21	-	-	PUNCT
aps-45	210	22	area	area	NOUN
aps-45	210	23	level	level	NOUN
aps-45	210	24	.	.	PUNCT
aps-45	211	1	environment	environment	NOUN
aps-45	211	2	and	and	CCONJ
aps-45	211	3	planning	plan	VERB
aps-45	211	4	a	a	DET
aps-45	211	5	38(1	38(1	NOUN
aps-45	211	6	):	):	PUNCT
aps-45	211	7	169	169	NUM
aps-45	211	8	-	-	SYM
aps-45	211	9	185	185	NUM
aps-45	211	10	.	.	PUNCT
aps-45	212	1	norman	norman	PROPN
aps-45	212	2	p	p	PROPN
aps-45	212	3	(	(	PUNCT
aps-45	212	4	2010	2010	NUM
aps-45	212	5	)	)	PUNCT
aps-45	212	6	identifying	identify	VERB
aps-45	212	7	change	change	NOUN
aps-45	212	8	over	over	ADP
aps-45	212	9	time	time	NOUN
aps-45	212	10	in	in	ADP
aps-45	212	11	small	small	ADJ
aps-45	212	12	area	area	NOUN
aps-45	212	13	socio	socio	NOUN
aps-45	212	14	-	-	PUNCT
aps-45	212	15	economic	economic	ADJ
aps-45	212	16	deprivation	deprivation	NOUN
aps-45	212	17	.	.	PUNCT
aps-45	213	1	applied	apply	VERB
aps-45	213	2	spatial	spatial	ADJ
aps-45	213	3	analysis	analysis	NOUN
aps-45	213	4	and	and	CCONJ
aps-45	213	5	policy	policy	NOUN
aps-45	213	6	3(2	3(2	NUM
aps-45	213	7	-	-	SYM
aps-45	213	8	3	3	NUM
aps-45	213	9	):	):	PUNCT
aps-45	213	10	107	107	NUM
aps-45	213	11	-	-	SYM
aps-45	213	12	138	138	NUM
aps-45	213	13	.	.	PUNCT
aps-45	214	1	norman	norman	PROPN
aps-45	214	2	p	p	PROPN
aps-45	214	3	(	(	PUNCT
aps-45	214	4	2016	2016	NUM
aps-45	214	5	)	)	PUNCT
aps-45	214	6	the	the	DET
aps-45	214	7	changing	change	VERB
aps-45	214	8	geography	geography	NOUN
aps-45	214	9	of	of	ADP
aps-45	214	10	deprivation	deprivation	NOUN
aps-45	214	11	in	in	ADP
aps-45	214	12	britain	britain	PROPN
aps-45	214	13	,	,	PUNCT
aps-45	214	14	1971	1971	NUM
aps-45	214	15	to	to	ADP
aps-45	214	16	2011	2011	NUM
aps-45	214	17	and	and	CCONJ
aps-45	214	18	beyond	beyond	ADP
aps-45	214	19	.	.	PUNCT
aps-45	215	1	in	in	ADP
aps-45	215	2	champion	champion	NOUN
aps-45	215	3	t	t	PROPN
aps-45	215	4	and	and	CCONJ
aps-45	215	5	falkingham	falkingham	PROPN
aps-45	215	6	j	j	PROPN
aps-45	215	7	(	(	PUNCT
aps-45	215	8	eds	eds	PROPN
aps-45	215	9	.	.	PUNCT
aps-45	215	10	)	)	PUNCT
aps-45	216	1	population	population	NOUN
aps-45	216	2	change	change	NOUN
aps-45	216	3	in	in	ADP
aps-45	216	4	the	the	DET
aps-45	216	5	united	united	ADJ
aps-45	216	6	kingdom	kingdom	PROPN
aps-45	216	7	.	.	PUNCT
aps-45	217	1	london	london	PROPN
aps-45	217	2	:	:	PUNCT
aps-45	217	3	rowman	rowman	NOUN
aps-45	217	4	and	and	CCONJ
aps-45	217	5	littlefield	littlefield	PROPN
aps-45	217	6	;	;	PUNCT
aps-45	217	7	193	193	NUM
aps-45	217	8	-	-	SYM
aps-45	217	9	214	214	NUM
aps-45	217	10	.	.	PUNCT
aps-45	218	1	norman	norman	PROPN
aps-45	218	2	p	p	PROPN
aps-45	218	3	and	and	CCONJ
aps-45	218	4	darlington	darlington	PROPN
aps-45	218	5	-	-	PUNCT
aps-45	218	6	pollock	pollock	NOUN
aps-45	218	7	f	f	PROPN
aps-45	218	8	(	(	PUNCT
aps-45	218	9	2017	2017	NUM
aps-45	218	10	)	)	PUNCT
aps-45	218	11	the	the	DET
aps-45	218	12	changing	change	VERB
aps-45	218	13	geography	geography	NOUN
aps-45	218	14	of	of	ADP
aps-45	218	15	deprivation	deprivation	NOUN
aps-45	218	16	in	in	ADP
aps-45	218	17	great	great	ADJ
aps-45	218	18	britain	britain	NOUN
aps-45	218	19	:	:	PUNCT
aps-45	218	20	exploiting	exploit	VERB
aps-45	218	21	small	small	ADJ
aps-45	218	22	area	area	NOUN
aps-45	218	23	census	census	NOUN
aps-45	218	24	data	datum	NOUN
aps-45	218	25	,	,	PUNCT
aps-45	218	26	1971	1971	NUM
aps-45	218	27	to	to	ADP
aps-45	218	28	2011	2011	NUM
aps-45	218	29	.	.	PUNCT
aps-45	219	1	in	in	ADP
aps-45	219	2	stillwell	stillwell	PROPN
aps-45	219	3	j	j	PROPN
aps-45	219	4	(	(	PUNCT
aps-45	219	5	ed	ed	NOUN
aps-45	219	6	.	.	PUNCT
aps-45	219	7	)	)	PUNCT
aps-45	220	1	routledge	routledge	PROPN
aps-45	220	2	handbook	handbook	PROPN
aps-45	220	3	of	of	ADP
aps-45	220	4	census	census	NOUN
aps-45	220	5	resources	resource	NOUN
aps-45	220	6	,	,	PUNCT
aps-45	220	7	methods	method	NOUN
aps-45	220	8	and	and	CCONJ
aps-45	220	9	applications	application	NOUN
aps-45	220	10	.	.	PUNCT
aps-45	221	1	abingdon	abingdon	PROPN
aps-45	221	2	,	,	PUNCT
aps-45	221	3	oxon	oxon	PROPN
aps-45	221	4	:	:	PUNCT
aps-45	221	5	routledge	routledge	PROPN
aps-45	221	6	;	;	PUNCT
aps-45	221	7	404	404	NUM
aps-45	221	8	-	-	SYM
aps-45	221	9	420	420	NUM
aps-45	221	10	.	.	PUNCT
aps-45	222	1	norman	norman	PROPN
aps-45	222	2	p	p	PROPN
aps-45	222	3	,	,	PUNCT
aps-45	222	4	charles	charles	PROPN
aps-45	222	5	-	-	PUNCT
aps-45	222	6	edwards	edwards	PROPN
aps-45	222	7	e	e	PROPN
aps-45	222	8	and	and	CCONJ
aps-45	222	9	wilson	wilson	PROPN
aps-45	222	10	t	t	PROPN
aps-45	222	11	(	(	PUNCT
aps-45	222	12	2016	2016	NUM
aps-45	222	13	)	)	PUNCT
aps-45	222	14	relationships	relationship	NOUN
aps-45	222	15	between	between	ADP
aps-45	222	16	population	population	NOUN
aps-45	222	17	change	change	NOUN
aps-45	222	18	,	,	PUNCT
aps-45	222	19	deprivation	deprivation	NOUN
aps-45	222	20	change	change	NOUN
aps-45	222	21	and	and	CCONJ
aps-45	222	22	health	health	NOUN
aps-45	222	23	change	change	NOUN
aps-45	222	24	at	at	ADP
aps-45	222	25	small	small	ADJ
aps-45	222	26	area	area	NOUN
aps-45	222	27	level	level	NOUN
aps-45	222	28	:	:	PUNCT
aps-45	222	29	australia	australia	PROPN
aps-45	222	30	2001	2001	NUM
aps-45	222	31	-	-	SYM
aps-45	222	32	2011	2011	NUM
aps-45	222	33	.	.	PUNCT
aps-45	223	1	in	in	ADP
aps-45	223	2	wilson	wilson	PROPN
aps-45	223	3	t	t	PROPN
aps-45	223	4	,	,	PUNCT
aps-45	223	5	charles	charles	PROPN
aps-45	223	6	-	-	PUNCT
aps-45	223	7	edwards	edwards	PROPN
aps-45	223	8	e	e	PROPN
aps-45	223	9	and	and	CCONJ
aps-45	223	10	bell	bell	PROPN
aps-45	223	11	m	m	PROPN
aps-45	223	12	(	(	PUNCT
aps-45	223	13	eds	ed	NOUN
aps-45	223	14	.	.	PUNCT
aps-45	223	15	)	)	PUNCT
aps-45	224	1	demography	demography	NOUN
aps-45	224	2	for	for	ADP
aps-45	224	3	planning	planning	NOUN
aps-45	224	4	and	and	CCONJ
aps-45	224	5	policy	policy	NOUN
aps-45	224	6	:	:	PUNCT
aps-45	224	7	australian	australian	ADJ
aps-45	224	8	case	case	NOUN
aps-45	224	9	studies	study	NOUN
aps-45	224	10	.	.	PUNCT
aps-45	225	1	cham	cham	PROPN
aps-45	225	2	:	:	PUNCT
aps-45	225	3	springer	springer	NOUN
aps-45	225	4	;	;	PUNCT
aps-45	225	5	197	197	NUM
aps-45	225	6	-	-	SYM
aps-45	225	7	214	214	NUM
aps-45	225	8	.	.	PUNCT
aps-45	226	1	openshaw	openshaw	PROPN
aps-45	226	2	s	s	PROPN
aps-45	226	3	and	and	CCONJ
aps-45	226	4	taylor	taylor	PROPN
aps-45	226	5	p	p	PROPN
aps-45	226	6	j	j	PROPN
aps-45	226	7	(	(	PUNCT
aps-45	226	8	1981	1981	NUM
aps-45	226	9	)	)	PUNCT
aps-45	226	10	the	the	DET
aps-45	226	11	modifiable	modifiable	ADJ
aps-45	226	12	areal	areal	PROPN
aps-45	226	13	unit	unit	NOUN
aps-45	226	14	problem	problem	NOUN
aps-45	226	15	.	.	PUNCT
aps-45	227	1	in	in	ADP
aps-45	227	2	wrigley	wrigley	PROPN
aps-45	227	3	n	n	PROPN
aps-45	227	4	and	and	CCONJ
aps-45	227	5	bennett	bennett	PROPN
aps-45	227	6	r	r	PROPN
aps-45	227	7	j	j	PROPN
aps-45	227	8	(	(	PUNCT
aps-45	227	9	eds	eds	PROPN
aps-45	227	10	.	.	PUNCT
aps-45	227	11	)	)	PUNCT
aps-45	227	12	quantitative	quantitative	ADJ
aps-45	227	13	geography	geography	NOUN
aps-45	227	14	:	:	PUNCT
aps-45	227	15	a	a	DET
aps-45	227	16	british	british	ADJ
aps-45	227	17	view	view	NOUN
aps-45	227	18	.	.	PUNCT
aps-45	228	1	london	london	PROPN
aps-45	228	2	:	:	PUNCT
aps-45	228	3	routledge	routledge	PROPN
aps-45	228	4	and	and	CCONJ
aps-45	228	5	kegan	kegan	PROPN
aps-45	228	6	paul	paul	PROPN
aps-45	228	7	;	;	PUNCT
aps-45	228	8	335	335	NUM
aps-45	228	9	-	-	SYM
aps-45	228	10	350	350	NUM
aps-45	228	11	.	.	PUNCT
aps-45	229	1	paterson	paterson	PROPN
aps-45	229	2	l	l	PROPN
aps-45	229	3	l	l	PROPN
aps-45	230	1	and	and	CCONJ
aps-45	230	2	gregory	gregory	PROPN
aps-45	230	3	i	i	PRON
aps-45	230	4	n	n	PROPN
aps-45	230	5	(	(	PUNCT
aps-45	230	6	2019	2019	NUM
aps-45	230	7	)	)	PUNCT
aps-45	230	8	defining	define	VERB
aps-45	230	9	and	and	CCONJ
aps-45	230	10	measuring	measure	VERB
aps-45	230	11	poverty	poverty	NOUN
aps-45	230	12	.	.	PUNCT
aps-45	231	1	in	in	ADP
aps-45	231	2	representations	representation	NOUN
aps-45	231	3	of	of	ADP
aps-45	231	4	poverty	poverty	NOUN
aps-45	231	5	and	and	CCONJ
aps-45	231	6	place	place	NOUN
aps-45	231	7	.	.	PUNCT
aps-45	232	1	cham	cham	PROPN
aps-45	232	2	:	:	PUNCT
aps-45	232	3	palgrave	palgrave	PROPN
aps-45	232	4	macmillan	macmillan	PROPN
aps-45	232	5	.	.	PUNCT
aps-45	233	1	https://doi.org/10.1007/978-3-319-93503-4_1	https://doi.org/10.1007/978-3-319-93503-4_1	PUNCT
aps-45	233	2	pearce	pearce	PROPN
aps-45	233	3	j	j	PROPN
aps-45	233	4	,	,	PUNCT
aps-45	233	5	shortt	shortt	PROPN
aps-45	233	6	n	n	CCONJ
aps-45	233	7	,	,	PUNCT
aps-45	233	8	rind	rind	NOUN
aps-45	233	9	e	e	PROPN
aps-45	233	10	and	and	CCONJ
aps-45	233	11	mitchell	mitchell	PROPN
aps-45	233	12	r	r	PROPN
aps-45	233	13	(	(	PUNCT
aps-45	233	14	2016	2016	NUM
aps-45	233	15	)	)	PUNCT
aps-45	233	16	life	life	NOUN
aps-45	233	17	course	course	NOUN
aps-45	233	18	,	,	PUNCT
aps-45	233	19	green	green	ADJ
aps-45	233	20	space	space	NOUN
aps-45	233	21	and	and	CCONJ
aps-45	233	22	health	health	NOUN
aps-45	233	23	:	:	PUNCT
aps-45	233	24	incorporating	incorporate	VERB
aps-45	233	25	place	place	NOUN
aps-45	233	26	into	into	ADP
aps-45	233	27	life	life	NOUN
aps-45	233	28	course	course	NOUN
aps-45	233	29	epidemiology	epidemiology	NOUN
aps-45	233	30	.	.	PUNCT
aps-45	234	1	international	international	ADJ
aps-45	234	2	journal	journal	PROPN
aps-45	234	3	of	of	ADP
aps-45	234	4	environmental	environmental	ADJ
aps-45	234	5	research	research	NOUN
aps-45	234	6	in	in	ADP
aps-45	234	7	public	public	ADJ
aps-45	234	8	health	health	NOUN
aps-45	234	9	13(3	13(3	NUM
aps-45	234	10	):	):	PUNCT
aps-45	234	11	331	331	NUM
aps-45	234	12	.	.	PUNCT
aps-45	235	1	santana	santana	PROPN
aps-45	235	2	p	p	PROPN
aps-45	235	3	(	(	PUNCT
aps-45	235	4	2002	2002	NUM
aps-45	235	5	)	)	PUNCT
aps-45	235	6	poverty	poverty	NOUN
aps-45	235	7	,	,	PUNCT
aps-45	235	8	social	social	ADJ
aps-45	235	9	exclusion	exclusion	NOUN
aps-45	235	10	and	and	CCONJ
aps-45	235	11	health	health	NOUN
aps-45	235	12	in	in	ADP
aps-45	235	13	portugal	portugal	PROPN
aps-45	235	14	.	.	PUNCT
aps-45	236	1	social	social	PROPN
aps-45	236	2	science	science	PROPN
aps-45	236	3	&	&	CCONJ
aps-45	236	4	medicine	medicine	PROPN
aps-45	236	5	55(1	55(1	NUM
aps-45	236	6	):	):	PUNCT
aps-45	236	7	33	33	NUM
aps-45	236	8	-	-	SYM
aps-45	236	9	45	45	NUM
aps-45	236	10	.	.	PUNCT
aps-45	237	1	https://www.sciencedirect.com/science/article/pii/s0277953607006272	https://www.sciencedirect.com/science/article/pii/s0277953607006272	NOUN
aps-45	238	1	#	#	NOUN
aps-45	238	2	!	!	PUNCT
aps-45	239	1	https://www.sciencedirect.com/science/article/pii/s0277953607006272	https://www.sciencedirect.com/science/article/pii/s0277953607006272	VERB
aps-45	240	1	#	#	NOUN
aps-45	240	2	!	!	PUNCT
aps-45	241	1	https://www.sciencedirect.com/science/article/pii/s0277953607006272	https://www.sciencedirect.com/science/article/pii/s0277953607006272	VERB
aps-45	242	1	#	#	NOUN
aps-45	242	2	!	!	PUNCT
aps-45	243	1	https://www.sciencedirect.com/science/article/pii/s0277953615300526	https://www.sciencedirect.com/science/article/pii/s0277953615300526	NOUN
aps-45	243	2	#	#	NOUN
aps-45	243	3	!	!	PUNCT
aps-45	244	1	https://www.sciencedirect.com/science/article/pii/s0277953615300526	https://www.sciencedirect.com/science/article/pii/s0277953615300526	NOUN
aps-45	244	2	#	#	NOUN
aps-45	244	3	!	!	PUNCT
aps-45	245	1	https://www.sciencedirect.com/science/article/pii/s0277953615300526	https://www.sciencedirect.com/science/article/pii/s0277953615300526	NOUN
aps-45	245	2	#	#	NOUN
aps-45	245	3	!	!	PUNCT
aps-45	246	1	https://doi.org/10.1007/978-3-319-93503-4_1	https://doi.org/10.1007/978-3-319-93503-4_1	PUNCT
aps-45	247	1	australian	australian	ADJ
aps-45	247	2	population	population	NOUN
aps-45	247	3	studies	study	NOUN
aps-45	247	4	3	3	NUM
aps-45	247	5	(	(	PUNCT
aps-45	247	6	1	1	NUM
aps-45	247	7	)	)	PUNCT
aps-45	247	8	2019	2019	NUM
aps-45	247	9	norman	norman	NOUN
aps-45	247	10	,	,	PUNCT
aps-45	247	11	berrie	berrie	PROPN
aps-45	247	12	&	&	CCONJ
aps-45	247	13	exeter	exeter	PROPN
aps-45	247	14	39	39	NUM
aps-45	247	15	senior	senior	ADJ
aps-45	247	16	m	m	PROPN
aps-45	247	17	l	l	NOUN
aps-45	247	18	(	(	PUNCT
aps-45	247	19	2002	2002	NUM
aps-45	247	20	)	)	PUNCT
aps-45	247	21	deprivation	deprivation	NOUN
aps-45	247	22	indicators	indicator	NOUN
aps-45	247	23	.	.	PUNCT
aps-45	248	1	in	in	ADP
aps-45	248	2	rees	rees	PROPN
aps-45	248	3	p	p	PROPN
aps-45	248	4	,	,	PUNCT
aps-45	248	5	martin	martin	PROPN
aps-45	248	6	d	d	PROPN
aps-45	248	7	and	and	CCONJ
aps-45	248	8	williamson	williamson	PROPN
aps-45	248	9	p	p	PROPN
aps-45	248	10	(	(	PUNCT
aps-45	248	11	eds	ed	NOUN
aps-45	248	12	.	.	PUNCT
aps-45	248	13	)	)	PUNCT
aps-45	249	1	the	the	DET
aps-45	249	2	census	census	NOUN
aps-45	249	3	data	datum	NOUN
aps-45	249	4	system	system	NOUN
aps-45	249	5	.	.	PUNCT
aps-45	250	1	chichester	chichester	PROPN
aps-45	250	2	:	:	PUNCT
aps-45	250	3	john	john	PROPN
aps-45	250	4	wiley	wiley	PROPN
aps-45	250	5	;	;	PUNCT
aps-45	250	6	123	123	NUM
aps-45	250	7	-	-	SYM
aps-45	250	8	137	137	NUM
aps-45	250	9	.	.	PUNCT
aps-45	251	1	shackleton	shackleton	PROPN
aps-45	251	2	n	n	CCONJ
aps-45	251	3	,	,	PUNCT
aps-45	251	4	darlington	darlington	NOUN
aps-45	251	5	-	-	PUNCT
aps-45	251	6	pollock	pollock	NOUN
aps-45	251	7	f	f	PROPN
aps-45	251	8	,	,	PUNCT
aps-45	251	9	norman	norman	PROPN
aps-45	251	10	p	p	PROPN
aps-45	251	11	,	,	PUNCT
aps-45	251	12	jackson	jackson	PROPN
aps-45	251	13	r	r	PROPN
aps-45	251	14	and	and	CCONJ
aps-45	251	15	exeter	exeter	PROPN
aps-45	251	16	d	d	PROPN
aps-45	251	17	(	(	PUNCT
aps-45	251	18	2018	2018	NUM
aps-45	251	19	)	)	PUNCT
aps-45	251	20	longitudinal	longitudinal	ADJ
aps-45	251	21	deprivation	deprivation	NOUN
aps-45	251	22	trajectories	trajectory	NOUN
aps-45	251	23	and	and	CCONJ
aps-45	251	24	risk	risk	NOUN
aps-45	251	25	of	of	ADP
aps-45	251	26	cardiovascular	cardiovascular	ADJ
aps-45	251	27	disease	disease	NOUN
aps-45	251	28	in	in	ADP
aps-45	251	29	new	new	PROPN
aps-45	251	30	zealand	zealand	PROPN
aps-45	251	31	.	.	PUNCT
aps-45	252	1	health	health	NOUN
aps-45	252	2	and	and	CCONJ
aps-45	252	3	place	place	NOUN
aps-45	252	4	53	53	NUM
aps-45	252	5	:	:	PUNCT
aps-45	252	6	34	34	NUM
aps-45	252	7	-	-	SYM
aps-45	252	8	42	42	NUM
aps-45	252	9	.	.	PUNCT
aps-45	253	1	townsend	townsend	PROPN
aps-45	253	2	p	p	PROPN
aps-45	253	3	(	(	PUNCT
aps-45	253	4	1987	1987	NUM
aps-45	253	5	)	)	PUNCT
aps-45	253	6	deprivation	deprivation	NOUN
aps-45	253	7	.	.	PUNCT
aps-45	254	1	journal	journal	NOUN
aps-45	254	2	of	of	ADP
aps-45	254	3	social	social	ADJ
aps-45	254	4	policy	policy	NOUN
aps-45	254	5	16(2	16(2	NUM
aps-45	254	6	):	):	PUNCT
aps-45	254	7	125	125	NUM
aps-45	254	8	-	-	SYM
aps-45	254	9	146	146	NUM
aps-45	254	10	.	.	PUNCT
aps-45	255	1	townsend	townsend	PROPN
aps-45	255	2	p	p	PROPN
aps-45	255	3	,	,	PUNCT
aps-45	255	4	phillimore	phillimore	NOUN
aps-45	255	5	p	p	NOUN
aps-45	255	6	and	and	CCONJ
aps-45	255	7	beattie	beattie	PROPN
aps-45	255	8	a	a	DET
aps-45	255	9	(	(	PUNCT
aps-45	255	10	1988	1988	NUM
aps-45	255	11	)	)	PUNCT
aps-45	255	12	health	health	NOUN
aps-45	255	13	and	and	CCONJ
aps-45	255	14	deprivation	deprivation	NOUN
aps-45	255	15	:	:	PUNCT
aps-45	255	16	inequality	inequality	NOUN
aps-45	255	17	and	and	CCONJ
aps-45	255	18	the	the	DET
aps-45	255	19	north	north	NOUN
aps-45	255	20	.	.	PUNCT
aps-45	256	1	andover	andover	PROPN
aps-45	256	2	:	:	PUNCT
aps-45	256	3	croom	croom	PROPN
aps-45	256	4	helm	helm	PROPN
aps-45	256	5	.	.	PUNCT
aps-45	257	1	wilkinson	wilkinson	PROPN
aps-45	257	2	r	r	PROPN
aps-45	257	3	g	g	PROPN
aps-45	257	4	and	and	CCONJ
aps-45	257	5	pickett	pickett	PROPN
aps-45	257	6	k	k	PROPN
aps-45	257	7	e	e	PROPN
aps-45	257	8	(	(	PUNCT
aps-45	257	9	2007	2007	NUM
aps-45	257	10	)	)	PUNCT
aps-45	257	11	.	.	PUNCT
aps-45	258	1	the	the	DET
aps-45	258	2	problems	problem	NOUN
aps-45	258	3	of	of	ADP
aps-45	258	4	relative	relative	ADJ
aps-45	258	5	deprivation	deprivation	NOUN
aps-45	258	6	:	:	PUNCT
aps-45	258	7	why	why	SCONJ
aps-45	258	8	some	some	DET
aps-45	258	9	societies	society	NOUN
aps-45	258	10	do	do	VERB
aps-45	258	11	better	well	ADV
aps-45	258	12	than	than	ADP
aps-45	258	13	others	other	NOUN
aps-45	258	14	.	.	PUNCT
aps-45	259	1	social	social	ADJ
aps-45	259	2	science	science	PROPN
aps-45	259	3	&	&	CCONJ
aps-45	259	4	medicine	medicine	PROPN
aps-45	259	5	65(9	65(9	NUM
aps-45	259	6	):	):	PUNCT
aps-45	259	7	1965	1965	NUM
aps-45	259	8	-	-	SYM
aps-45	259	9	1978	1978	NUM
aps-45	259	10	.	.	PUNCT