IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v123y2015i2p479-500.html
   My bibliography  Save this article

Scale-Invariant Measurement of Inequality and Welfare in Ordinal Achievements: An Application to Subjective Well-Being and Education in OECD Countries

Author

Listed:
  • Carlotta Balestra
  • Nicolas Ruiz

Abstract

Designing well-being policies often requires the use of qualitative data. In fact many dimensions of well-being have to be appraised through the use of an ordered status: that is the case with health, happiness and educational attainments. While it is important to look at the mean levels achieved by society, distributional features are also salient aspects for any evaluation exercises, as it is likely that strong disparities in achievements among the population will prevail in those dimensions. Nonetheless, standards tools for inequality analysis, essentially mean-based and thus scale-dependent, are not applicable in this context, as any choice of scale in an ordinal framework is likely to be arbitrary and subject to change. Relying on the median-based approach developed by Allison and Foster (J Health Econ 23:505–524, 2004 ) for the measurement of self-reported health status inequality, this paper applies scale-invariant measures to subjective well-being and educational attainments in OECD countries using the 2010 round of the Gallup World Poll. This scale-invariant approach, applied to the case of three-category ordinal variables with identical median states, generates an unambiguous inequality and welfare ordering. This ranking is further completed by the computation of a scale-invariant inequality index. Both these measures aim to provide a robust picture of inequality and welfare in an ordinal context. Copyright Springer Science+Business Media Dordrecht 2015

Suggested Citation

  • Carlotta Balestra & Nicolas Ruiz, 2015. "Scale-Invariant Measurement of Inequality and Welfare in Ordinal Achievements: An Application to Subjective Well-Being and Education in OECD Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(2), pages 479-500, September.
  • Handle: RePEc:spr:soinre:v:123:y:2015:i:2:p:479-500
    DOI: 10.1007/s11205-014-0751-2
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11205-014-0751-2
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11205-014-0751-2?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ruut Veenhoven, 2005. "Inequality Of Happiness in Nations," Journal of Happiness Studies, Springer, vol. 6(4), pages 351-355, December.
    2. Abul Naga, Ramses H. & Yalcin, Tarik, 2008. "Inequality measurement for ordered response health data," Journal of Health Economics, Elsevier, vol. 27(6), pages 1614-1625, December.
    3. A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 183-201.
    4. Kroh, Martin, 2007. "Measuring Left-Right Political Orientation: The Choice of Response Format," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 71(2), pages 204-220.
    5. Foster, James E & Shorrocks, Anthony F, 1988. "Poverty Orderings," Econometrica, Econometric Society, vol. 56(1), pages 173-177, January.
    6. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    7. Foster, James E. & Shorrocks, Anthony F., 1988. "Inequality and poverty orderings," European Economic Review, Elsevier, vol. 32(2-3), pages 654-661, March.
    8. Rothschild, Michael & Stiglitz, Joseph E., 1970. "Increasing risk: I. A definition," Journal of Economic Theory, Elsevier, vol. 2(3), pages 225-243, September.
    9. Carol Graham & Andrew Felton, 2006. "Inequality and happiness: Insights from Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 107-122, April.
    10. Wim Kalmijn & Ruut Veenhoven, 2005. "Measuring Inequality of Happiness in Nations: In Search for Proper Statistics," Journal of Happiness Studies, Springer, vol. 6(4), pages 357-396, December.
    11. Naga, Ramses H. Abul & Yalcin, Tarik, 2010. "Median Independent Inequality Orderings," SIRE Discussion Papers 2010-118, Scottish Institute for Research in Economics (SIRE).
    12. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975.
    13. Allison, R. Andrew & Foster, James E., 2004. "Measuring health inequality using qualitative data," Journal of Health Economics, Elsevier, vol. 23(3), pages 505-524, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. M. Azhar Hussain & Nikolaj Siersbæk & Lars Peter Østerdal, 2020. "Multidimensional welfare comparisons of EU member states before, during, and after the financial crisis: a dominance approach," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 55(4), pages 645-686, December.
    2. Ramses H. Abul Naga & Christopher Stapenhurstz & Gaston Yalonetzky, 2021. "Inferring Inequality: Testing for Median-Preserving Spreads in Ordinal Data," Working Papers 2021-01, Universidad de Málaga, Department of Economic Theory, Málaga Economic Theory Research Center.
    3. Martyna Kobus & Olga Półchłopek & Gaston Yalonetzky, 2019. "Inequality and Welfare in Quality of Life Among OECD Countries: Non-parametric Treatment of Ordinal Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 201-232, May.
    4. Martyna Kobus & Radosław Kurek, 2019. "Multidimensional polarization for ordinal data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(3), pages 301-317, September.
    5. Valérie Bérenger & Jacques Silber, 2022. "On the Measurement of Happiness and of its Inequality," Journal of Happiness Studies, Springer, vol. 23(3), pages 861-902, March.
    6. Vanesa Jorda & Borja López-Noval & José María Sarabia, 2019. "Distributional Dynamics of Life Satisfaction in Europe," Journal of Happiness Studies, Springer, vol. 20(4), pages 1015-1039, April.

    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. Valérie Bérenger & Jacques Silber, 2022. "On the Measurement of Happiness and of its Inequality," Journal of Happiness Studies, Springer, vol. 23(3), pages 861-902, March.
    2. Indranil Dutta & James Foster, 2011. "Inequality of Happiness in US: 1972-2008," Economics Discussion Paper Series 1110, Economics, The University of Manchester.
    3. Indranil Dutta & James Foster, 2013. "Inequality of Happiness in the U.S.: 1972–2010," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(3), pages 393-415, September.
    4. Niimi, Yoko, 2015. "Can Happiness Provide New Insights into Social Inequality? Evidence from Japan," AGI Working Paper Series 2015-12, Asian Growth Research Institute.
    5. Christoffer Sonne-Schmidt & Finn Tarp & Lars Peter Østerdal, 2013. "Ordinal Multidimensional Inequality," WIDER Working Paper Series wp-2013-097, World Institute for Development Economic Research (UNU-WIDER).
    6. Sonne-Schmidt, Christoffer & Tarp, Finn & Østerdal, Lars Peter, 2013. "Ordinal Multidimensional Inequality," WIDER Working Paper Series 097, World Institute for Development Economic Research (UNU-WIDER).
    7. I. Josa & A. Aguado, 2020. "Measuring Unidimensional Inequality: Practical Framework for the Choice of an Appropriate Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 541-570, June.
    8. Christophe Muller & Asha Kannan & Roland Alcindor, 2016. "Multidimensional Poverty in Seychelles," Working Papers halshs-01264444, HAL.
    9. Stephen P. Jenkins, 2020. "Better off? Distributional comparisons for ordinal data about personal well-being," New Zealand Economic Papers, Taylor & Francis Journals, vol. 54(3), pages 211-238, September.
    10. Pascarn R. Dickinson & Philip S. Morrison, 2022. "Aversion to Local Wellbeing Inequality is Moderated by Social Engagement and Sense of Community," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(3), pages 907-926, February.
    11. Martyna Kobus & Radosław Kurek, 2019. "Multidimensional polarization for ordinal data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(3), pages 301-317, September.
    12. Stephen P. Jenkins, 2020. "Comparing distributions of ordinal data," Stata Journal, StataCorp LP, vol. 20(3), pages 505-531, September.
    13. Coes, Donald V., 2008. "Income distribution trends in Brazil and China: Evaluating absolute and relative economic growth," The Quarterly Review of Economics and Finance, Elsevier, vol. 48(2), pages 359-369, May.
    14. Vanesa Jorda & Borja López-Noval & José María Sarabia, 2019. "Distributional Dynamics of Life Satisfaction in Europe," Journal of Happiness Studies, Springer, vol. 20(4), pages 1015-1039, April.
    15. Christoffer Sonne-Schmidt & Finn Tarp & Lars Peter Østerdal, 2016. "Ordinal Bivariate Inequality: Concepts and Application to Child Deprivation in Mozambique," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 559-573, September.
    16. Frank A Cowell & Martyna Kobus & Radoslaw Kurek, 2017. "Welfare and Inequality Comparisons for Uni- and Multi-dimensional Distributions of Ordinal Data," STICERD - Public Economics Programme Discussion Papers 31, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    17. Sonne-Schmidt, Christoffer & Tarp, Finn & Peter, Lars, 2011. "Ordinal multidimensional inequality: theory and application to the 2x2 case," MPRA Paper 72838, University Library of Munich, Germany.
    18. Tugce, Cuhadaroglu, 2013. "My Group Beats Your Group: Evaluating Non-Income Inequalities," SIRE Discussion Papers 2013-49, Scottish Institute for Research in Economics (SIRE).
    19. Duclos, Jean-Yves & Sahn, David & Younger, Stephen D., 2003. "Polarization: Robust Multidimensional Poverty Comparisons," Cahiers de recherche 0304, CIRPEE.
    20. Ingebjørg Kristoffersen, 2010. "The Metrics of Subjective Wellbeing: Cardinality, Neutrality and Additivity," The Economic Record, The Economic Society of Australia, vol. 86(272), pages 98-123, March.

    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:spr:soinre:v:123:y:2015:i:2:p:479-500. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.