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  • Considering regional socio-economic outcomes in non-metropolitan Australia: A typology building approach

    Author(s)
    Baum, Scott
    Haynes, Michele
    van Gellecum, Yolanda
    Han, Jung Hoon
    Griffith University Author(s)
    Baum, Scott
    Year published
    2007
    Metadata
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    Abstract
    Australia's large regional cities and towns display wide variation in how they are adjusting to the socio-economic transitions that have occurred over the past decade. One area of research interest has been in developing typologies of non-metropolitan performance. The current paper represents an analysis of Australian Bureau of Statistics 2001 Census data aimed at analysing non-metropolitan regions based on their performance across a range of selected socio-economic variables. Using model-based clustering methods, this paper places non-metropolitan regions into clusters depending on the degree to which they share similar ...
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    Australia's large regional cities and towns display wide variation in how they are adjusting to the socio-economic transitions that have occurred over the past decade. One area of research interest has been in developing typologies of non-metropolitan performance. The current paper represents an analysis of Australian Bureau of Statistics 2001 Census data aimed at analysing non-metropolitan regions based on their performance across a range of selected socio-economic variables. Using model-based clustering methods, this paper places non-metropolitan regions into clusters depending on the degree to which they share similar socio-economic and demographic outcomes. These clusters form the basis of a typology representing the range of socio-economic and demographic outcomes at the regional level. Differences between the clusters are analysed using graphs of 95% confidence intervals on the individual means for each cluster. The typology provides a useful framework with which to develop a broad understanding of socio-economic processes and performance across different spatial scales.
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    Journal Title
    Papers in Regional Science
    Volume
    86
    Issue
    2
    Publisher URI
    https://rsaiconnect.onlinelibrary.wiley.com/doi/10.1111/j.1435-5957.2007.00117.x
    DOI
    https://doi.org/10.1111/j.1435-5957.2007.00117.x
    Subject
    Urban and regional planning
    Applied economics
    Human geography
    Publication URI
    http://hdl.handle.net/10072/18274
    Collection
    • Journal articles

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