A methodology for projecting sparse populations and its application to remote Indigenous communities

Author:

Dockery Alfred MichaelORCID,Harris Mark N.ORCID,Holyoak NicholasORCID,Singh Ranjodh B.ORCID

Abstract

AbstractA new method is proposed for generating projections for sparse populations by locality, age cohort and gender. An adaptation of the cohort replacement method, the approach uses a Tobit model with varying censoring limits to model population changes by cohort. As an applied example, projections are generated for 2016 Indigenous populations in communities in regional and remote Australia, and then compared to actual 2016 Census population counts. We argue the approach has considerable potential, with the model performing well in out-of-sample projection while offering projections at a much finer-grained level of disaggregation than currently available to planners and policy-makers.

Publisher

Springer Science and Business Media LLC

Subject

Economics and Econometrics,Geography, Planning and Development

Reference24 articles.

1. ABS (2011) Australian Statistical Geography Standard (ASGS): indigenous structure, vol 2. Australian Bureau of Statistics, cat no. 1270.0.55.002

2. ABS (2018) Census of population and housing: characteristics of Aboriginal and Torres Strait Islander Australians, 2016, Explanatory Notes. https://www.abs.gov.au/AUSSTATS/abs@.nsf/Lookup/2075.0Explanatory%20Notes252016?OpenDocument. Accessed 29 June 2020

3. Amemiya T (1984) Tobit models: a survey. J Econom 24(1):3–61

4. Biddle (2009) The geography and demography of Indigenous migration: insights for policy and planning. Technical report, Centre for Aboriginal Economic Policy Research, Australian National University, Canberra

5. Biddle N, Taylor J (2009) Indigenous population projections, 200631: planning for growth. Technical report, Centre for Aboriginal Economic Policy Research, Australian National University, Canberra

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