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The Impact of Scale Transformations on National Subjective Well-Being Scores

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  • Cassondra Batz

    (Purdue University)

  • Scott Parrigon

    (Purdue University)

  • Louis Tay

    (Purdue University)

Abstract

Nation-level subjective well-being (SWB) indicators (e.g., happiness and life satisfaction) have received increased interest among researchers and policy makers. This increased interest has led to questions about the measurement and comparability of SWB scores. In this paper, we examined the comparability of scores derived from scale transformations (e.g., the “linear stretch method”): a procedure that places SWB scales with different scale points (e.g., 3-points, 4-points) on a common metric. Controlling for nation-level and temporal trends, our results reveal that scale transformations potentially lead to biases for both happiness and life satisfaction scales. Moreover, these potential biases may affect substantive research. This is illustrated when we demonstrate that scale transformations may substantially attenuate the relation between national Gross Domestic Product per capita and happiness. Implications of these findings and limitations of the current study are discussed.

Suggested Citation

  • Cassondra Batz & Scott Parrigon & Louis Tay, 2016. "The Impact of Scale Transformations on National Subjective Well-Being Scores," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(1), pages 13-27, October.
    • Handle: RePEc:spr:soinre:v:129:y:2016:i:1:d:10.1007_s11205-015-1088-1
    DOI: 10.1007/s11205-015-1088-1
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    1. Richard Easterlin, 2005. "Feeding the Illusion of Growth and Happiness: A Reply to Hagerty and Veenhoven," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 74(3), pages 429-443, December.
    2. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    3. Tineke Jonge & Ruut Veenhoven & Lidia Arends, 2014. "Homogenizing Responses to Different Survey Questions on the Same Topic: Proposal of a Scale Homogenization Method Using a Reference Distribution," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(1), pages 275-300, May.
    4. Carol Graham, 2005. "Insights on Development from the Economics of Happiness," The World Bank Research Observer, World Bank, vol. 20(2), pages 201-231.
    5. Hock-Eam Lim, 2008. "The Use of Different Happiness Rating Scales: Bias and Comparison Problem?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(2), pages 259-267, June.
    6. Ruut Veenhoven & Floris Vergunst, 2014. "The Easterlin illusion: economic growth does go with greater happiness," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 1(4), pages 311-343.
    7. Ed Diener & Robert Biswas-Diener, 2002. "Will Money Increase Subjective Well-Being?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 57(2), pages 119-169, February.
    8. E. Arampatzi & M. J. Burger & R. Veenhoven, 2015. "Financial distress and happiness of employees in times of economic crisis," Applied Economics Letters, Taylor & Francis Journals, vol. 22(3), pages 173-179, February.
    9. Ed Diener & Ronald Inglehart & Louis Tay, 2013. "Theory and Validity of Life Satisfaction Scales," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(3), pages 497-527, July.
    10. Ruut Veenhoven, 1995. "World Database of Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 34(3), pages 299-313, March.
    11. Michael Hagerty & Ruut Veenhoven, 2003. "Wealth and Happiness Revisited – Growing National Income Does Go with Greater Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 64(1), pages 1-27, October.
    12. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
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    2. Anastasia Charalampi & Catherine Michalopoulou & Clive Richardson, 2020. "Validation of the 2012 European Social Survey Measurement of Wellbeing in Seventeen European Countries," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 15(1), pages 73-105, March.
    3. Claire Durand & Luis Patricio Peña Ibarra & Nadia Rezgui & David Wutchiett, 2022. "How to combine and analyze all the data from diverse sources: a multilevel analysis of institutional trust in the world," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 1755-1797, June.

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