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Income and Subjective Well-Being: The Importance of Index Choice for Sustainable Economic Development

Author

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  • Tetsuya Tsurumi

    (Faculty of Policy Studies, Nanzan University, Nagoya 466-8673, Japan)

  • Shunsuke Managi

    (Urban Research Institute and Department of Civil Engineering, School of Engineering, Kyushu University, Fukuoka 819-0395, Japan)

Abstract

The relationship between income and subjective well-being (SWB) has been widely studied. While previous research has shown that the correlation between income and SWB is not always strong, there is limited research examining how the choice of SWB index influences this relationship. Drawing on survey data collected from 32 countries between 2015 and 2017, this study explores how the income–SWB relationship varies across different SWB indices. The dataset encompasses both developed and developing nations. We analyzed six types of SWB indices documented in the literature—covering a broader range than is typically included—and conducted comparative analyses. To account for the possibility of a nonlinear relationship between income and these SWB measures, we used a semiparametric approach by applying generalized additive models. Our findings show that these six indices can be categorized into three groups: (1) mental health and affect balance, (2) subjective happiness and eudaimonia, and (3) life satisfaction and the Cantril Ladder. These results underscore the significant impact that the selected SWB index can have on the income–SWB relationship. While economic development is often assumed to enhance SWB, our analysis reveals that this relationship does not hold consistently across all SWB indicators. In particular, certain indicators show little or no improvement in well-being despite increasing income levels, suggesting the presence of excessive or inefficient consumption that fails to contribute to genuine human flourishing. These findings challenge the conventional growth-centric paradigm and call for a deeper societal and academic inquiry into what constitutes “true prosperity.” From a sustainability perspective, aligning economic progress with authentic improvements in well-being is essential. This requires not only more careful selection and interpretation of SWB metrics, but also a broader re-evaluation of consumption patterns and policy goals to ensure that future development contributes meaningfully to human and ecological well-being.

Suggested Citation

  • Tetsuya Tsurumi & Shunsuke Managi, 2025. "Income and Subjective Well-Being: The Importance of Index Choice for Sustainable Economic Development," Sustainability, MDPI, vol. 17(12), pages 1-32, June.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:12:p:5266-:d:1673745
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    References listed on IDEAS

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    1. Joar Vittersø & Yngvil Søholt & Audun Hetland & Irina Thoresen & Espen Røysamb, 2010. "Was Hercules Happy? Some Answers from a Functional Model of Human Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(1), pages 1-18, January.
    2. Angus Deaton, 2008. "Income, Health, and Well-Being around the World: Evidence from the Gallup World Poll," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 53-72, Spring.
    3. Christopher Ambrey & Christopher Fleming, 2014. "Public Greenspace and Life Satisfaction in Urban Australia," Urban Studies, Urban Studies Journal Limited, vol. 51(6), pages 1290-1321, May.
    4. Welsch, Heinz, 2007. "Environmental welfare analysis: A life satisfaction approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 544-551, May.
    5. Betsey Stevenson & Justin Wolfers, 2013. "Subjective Well-Being and Income: Is There Any Evidence of Satiation?," American Economic Review, American Economic Association, vol. 103(3), pages 598-604, May.
    6. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    7. 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.
    8. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    9. Andrew E. Clark & Sarah Flèche & Richard Layard & Powdthavee Nattavudh, 2018. "The Origins of Happiness: The Science of Well-Being over the Life Course," Post-Print halshs-01631510, HAL.
    10. Rehdanz, Katrin & Maddison, David, 2008. "Local environmental quality and life-satisfaction in Germany," Ecological Economics, Elsevier, vol. 64(4), pages 787-797, February.
    11. Ruut Veenhoven, 1991. "Is happiness relative?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 24(1), pages 1-34, February.
    12. Johan Rockström & Will Steffen & Kevin Noone & Åsa Persson & F. Stuart Chapin & Eric F. Lambin & Timothy M. Lenton & Marten Scheffer & Carl Folke & Hans Joachim Schellnhuber & Björn Nykvist & Cynthia , 2009. "A safe operating space for humanity," Nature, Nature, vol. 461(7263), pages 472-475, September.
    13. Tsurumi, Tetsuya & Managi, Shunsuke, 2015. "Environmental value of green spaces in Japan: An application of the life satisfaction approach," Ecological Economics, Elsevier, vol. 120(C), pages 1-12.
    14. Di Tella, Rafael & MacCulloch, Robert, 2008. "Gross national happiness as an answer to the Easterlin Paradox?," Journal of Development Economics, Elsevier, vol. 86(1), pages 22-42, April.
    15. Simon N. Wood, 2008. "Fast stable direct fitting and smoothness selection for generalized additive models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(3), pages 495-518, July.
    16. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    17. Mark A. Cohen, 2008. "The Effect of Crime on Life Satisfaction," The Journal of Legal Studies, University of Chicago Press, vol. 37(S2), pages 325-353, June.
    18. Simon N. Wood, 2004. "Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 673-686, January.
    19. Welsch, Heinz & Kühling, Jan, 2009. "Determinants of pro-environmental consumption: The role of reference groups and routine behavior," Ecological Economics, Elsevier, vol. 69(1), pages 166-176, November.
    20. Heinz Welsch, 2002. "Preferences over Prosperity and Pollution: Environmental Valuation based on Happiness Surveys," Kyklos, Wiley Blackwell, vol. 55(4), pages 473-494, November.
    21. repec:bla:kyklos:v:55:y:2002:i:4:p:473-94 is not listed on IDEAS
    22. Alex Michalos, 1985. "Multiple discrepancies theory (MDT)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 16(4), pages 347-413, May.
    23. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    24. 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.
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