IDEAS home Printed from https://ideas.repec.org/a/sae/urbstu/v53y2016i8p1591-1616.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0042098015577340
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0042098015577340?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    4. Robert J. Stimson & Roger R. Stough & Brian H. Roberts, 2006. "Regional Economic Development," Springer Books, Springer, edition 0, number 978-3-540-34829-0, January.
    5. 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.
    6. 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.
    7. Tremblay, Juno, 2001. "Rural Youth Migration Between 1971 and 1996," Agriculture and Rural Working Paper Series 28042, Statistics Canada.
    8. Jeremy Lawson & Jacqueline Dwyer, 2002. "Labour Market Adjustment in Regional Australia," RBA Research Discussion Papers rdp2002-04, Reserve Bank of Australia.
    9. 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.
    10. Allen J. Scott & Michael Storper, 2007. "Regions, Globalization, Development," Regional Studies, Taylor & Francis Journals, vol. 41(sup1), pages 191-205.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andrew Beer & Terry Clower, 2009. "Specialisation and Growth: Evidence from Australia's Regional Cities," Urban Studies, Urban Studies Journal Limited, vol. 46(2), pages 369-389, February.
    2. Martin JANOTKA & Vladimir GAZDA, 2012. "Modelling Of Interregional Migration In Slovakia," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 7(1(19)/ Sp), pages 48-55.
    3. Zhen Yang & Jun Lei & Jian-Gang Li, 2019. "Identifying the Determinants of Urbanization in Prefecture-Level Cities in China: A Quantitative Analysis Based on Spatial Production Theory," Sustainability, MDPI, vol. 11(4), pages 1-18, February.
    4. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair, 2014. "Labour adjustments in agriculture: evidence from Romania," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 116(2), pages 1-7, August.
    5. Chang, Hongqin & Dong, Xiao-yuan & MacPhail, Fiona, 2011. "Labor Migration and Time Use Patterns of the Left-behind Children and Elderly in Rural China," World Development, Elsevier, vol. 39(12), pages 2199-2210.
    6. Pholo Bala, Alain, 2009. "Urban concentration and economic growth: checking for specific regional effects," LIDAM Discussion Papers CORE 2009038, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    7. Jianglin Lu & Keqiang Wang & Hongmei Liu, 2023. "Land Development Rights, Spatial Injustice, and the Economic Development in Net-Incremental Reduction Regions of Construction Land: Evidence from Shanghai, China," IJERPH, MDPI, vol. 20(3), pages 1-25, January.
    8. Maureen Kilkenny, 2010. "Urban/Regional Economics And Rural Development," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 449-470, February.
    9. Agnieszka Witoń, 2013. "Economic Effects of the Urbanization Process in China," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 1(3), pages 57-69.
    10. Erik E. Lehmann & Nikolaus Seitz, 2017. "Freedom and innovation: a country and state level analysis," The Journal of Technology Transfer, Springer, vol. 42(5), pages 1009-1029, October.
    11. Mahreen Mahmud & Tareena Musaddiq & Farah Said, 2010. "Internal Migration Patterns in Pakistan—The Case for Fiscal Decentralisation," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 49(4), pages 593-607.
    12. Zhang, Xinxin & Van der Sluis, Evert, 2006. "U.S. Agricultural Labor Out-migration Determinants, 1939-2004," 2006 Annual meeting, July 23-26, Long Beach, CA 21412, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Dubé, Jean & Dieng, Ousmane & Lévesque, Mathieu & Racine, Antoine & Roberge, Olivier & Trapé, Thibault, 2023. "How public policies and other events can shape spatial distribution of local activities over time? An investigation based on spatial micro-data," Land Use Policy, Elsevier, vol. 125(C).
    14. Shima Hamidi & Ahoura Zandiatashbar, 2019. "Does urban form matter for innovation productivity? A national multi-level study of the association between neighbourhood innovation capacity and urban sprawl," Urban Studies, Urban Studies Journal Limited, vol. 56(8), pages 1576-1594, June.
    15. Hu, Yun-Zhi & Xuan, Ye & Wang, Hai-Feng, 2024. "Does “son preference” affect rural floating parents’ willingness to settle in towns and cities?," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 485-510.
    16. Canfei He & Xiyan Mao, 2016. "Population dynamics and regional development in China," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 535-549.
    17. Haoyang Lyu & Zengchuan Dong & Mahendran Roobavannan & Jaya Kandasamy & Saket Pande, 2019. "Rural unemployment pushes migrants to urban areas in Jiangsu Province, China," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-12, December.
    18. M. Rose Olfert & Mark D. Partridge, 2010. "Best Practices in Twenty‐First‐Century Rural Development and Policy," Growth and Change, Wiley Blackwell, vol. 41(2), pages 147-164, June.
    19. Yuanzhi Guo & Weifeng Qiao, 2020. "Rural Migration and Urbanization in China: Historical Evolution and Coupling Pattern," Sustainability, MDPI, vol. 12(18), pages 1-17, September.
    20. Munazah Nazeer & Uzma Tabassum, 2022. "Relative Attraction of Cities and Inter-City Migration – An Analysis Using the Gravity Setup," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 95-114.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:urbstu:v:53:y:2016:i:8:p:1591-1616. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: http://www.gla.ac.uk/departments/urbanstudiesjournal .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.