IDEAS home Printed from https://ideas.repec.org/p/unu/wpaper/wp-2023-72.html
   My bibliography  Save this paper

Democracy clusters and patterns of inequality: A k-means approach

Author

Listed:
  • Klarizze Anne Martin Puzon

Abstract

This paper employs k-means clustering, a multidimensional pattern recognition method, to categorize countries using information from five Varieties of Democracy indices. K-means country clusters are similar but not entirely identical to both k-medians clusters and arbitrary groups formed using only one measure, namely the liberal democracy index. Simple correlations with different inequality measures yield varying results. Despite having higher absolute inequality, country clusters with extremely high levels of democracy are characterized by lower relative inequality.

Suggested Citation

  • Klarizze Anne Martin Puzon, 2023. "Democracy clusters and patterns of inequality: A k-means approach," WIDER Working Paper Series wp-2023-72, World Institute for Development Economic Research (UNU-WIDER).
    • Handle: RePEc:unu:wpaper:wp-2023-72
    as

    Download full text from publisher

    File URL: https://www.wider.unu.edu/sites/default/files/Publications/Working-paper/PDF/wp2023-72-democracy-clusters-patterns-inequality-k-means-approach.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Don J. Webber & Andrew Mearman, 2012. "Students’ perceptions of economics: identifying demand for further study," Applied Economics, Taylor & Francis Journals, vol. 44(9), pages 1121-1132, 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 Mearman & Tim Wakeley & Gamila Shoib & Don J. Webber, 2011. "Does Pluralism in Economics Education Make Better Educated, Happier Students? A Qualitative Analysis," International Review of Economic Education, Economics Network, University of Bristol, vol. 10(2), pages 50-62.
    2. Andrew Mearman & Aspasia Papa & Don Webber, 2014. "Why do Students Study Economics?," Economic Issues Journal Articles, Economic Issues, vol. 19(1), pages 119-147, March.
      • Andrew Mearman & Aspasia Papa & Don J. Webber, 2013. "Why do students study economics?," Working Papers 20131303, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    3. Robert Hoffmann & Swee Hoon Chuah & Jason Potts, 2017. "Behavioral policy and its stakeholders," Journal of Behavioral Economics for Policy, Society for the Advancement of Behavioral Economics (SABE), vol. 1(S), pages 5-8, November.

    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:unu:wpaper:wp-2023-72. 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: Siméon Rapin (email available below). General contact details of provider: https://edirc.repec.org/data/widerfi.html .

    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.