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Functional specialisation and socio-economic factors in population change: A clustering study in non-metropolitan Australia

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  • Karim K Mardaneh

    (Federation University, Australia)

Abstract

Although research has examined population growth and decline using functional specialisation, little attention has been paid to the possible combined effects of functional specialisation and socio-economic factors on population change. Using the Australian Bureau of Statistics Census Data 2001–2006 for statistical local areas, this study presents an investigation of the role of both functional specialisation and socio-economic factors in population change in non-metropolitan areas under the sustenance framework. The uniqueness of the study is twofold. Conceptually it develops a framework to compare the combined role of functional specialisation and socio-economic factors on population change; and, empirically it uses data mining (cluster analysis) techniques to investigate the extent of this combined role. The results show the significance of both functional specialisation and socio-economic factors. Policy implications of the study indicate the need to examine regional development and population change in relation to functional specialisation and socio-economic factors and their impact on viability of non-metropolitan areas.

Suggested Citation

  • Karim K Mardaneh, 2016. "Functional specialisation and socio-economic factors in population change: A clustering study in non-metropolitan Australia," Urban Studies, Urban Studies Journal Limited, vol. 53(8), pages 1591-1616, June.
    • Handle: RePEc:sae:urbstu:v:53:y:2016:i:8:p:1591-1616
    DOI: 10.1177/0042098015577340
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    References listed on IDEAS

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    1. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    2. Zhang, Kevin Honglin & Song, Shunfeng, 2003. "Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses," China Economic Review, Elsevier, vol. 14(4), pages 386-400.
    3. Allen J. Scott & Michael Storper, 2007. "Regions, Globalization, Development," Regional Studies, Taylor & Francis Journals, vol. 41(sup1), pages 191-205.
    4. Glenn Milligan, 1980. "An examination of the effect of six types of error perturbation on fifteen clustering algorithms," Psychometrika, Springer;The Psychometric Society, vol. 45(3), pages 325-342, September.
    5. Stephan J. Goetz & David L. Debertin, 1996. "Rural Population Decline in the 1980s: Impacts of Farm Structure and Federal Farm Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 517-529.
    6. Robert J. Stimson & Roger R. Stough & Brian H. Roberts, 2006. "Regional Economic Development," Springer Books, Springer, edition 0, number 978-3-540-34829-0, September.
    7. McGranahan, David A. & Beale, Calvin L., 2002. "Understanding Rural Population Loss," Rural America/ Rural Development Perspectives, United States Department of Agriculture, Economic Research Service, vol. 17(4), December.
    8. Tremblay, Juno, 2001. "Rural Youth Migration Between 1971 and 1996," Agriculture and Rural Working Paper Series 28042, Statistics Canada.
    9. Robert Freestone & Peter Murphy & Alan Jenner, 2003. "The functions of Australian towns, revisited," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 94(2), pages 188-204, May.
    10. Jeremy Lawson & Jacqueline Dwyer, 2002. "Labour Market Adjustment in Regional Australia," RBA Research Discussion Papers rdp2002-04, Reserve Bank of Australia.
    11. David L. Barkley & Mark S. Henry & Yunsoo Kim, 1999. "Industry Agglomerations and Employment Change in Non†Metropolitan Areas," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 11(3), pages 168-186, November.
    12. Duncan Black & Vernon Henderson, 1999. "A Theory of Urban Growth," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 252-284, April.
    13. Mario Polèse & Richard Shearmur, 2006. "Why some regions will decline: A Canadian case study with thoughts on local development strategies," Papers in Regional Science, Wiley Blackwell, vol. 85(1), pages 23-46, March.
    14. Duncan Black and Vernon Henderson, 1997. "A Theory of Urban Growth," Working Papers 97-1, Brown University, Department of Economics.
    15. Kyung-Min Nam & John M. Reilly, 2013. "City Size Distribution as a Function of Socioeconomic Conditions: An Eclectic Approach to Downscaling Global Population," Urban Studies, Urban Studies Journal Limited, vol. 50(1), pages 208-225, January.
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