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Subjective Well-Being at the Macro Level—Empirics and Future Scenarios

Author

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  • Johannes Emmerling

    (Centro Euro-Mediterraneo sui Cambiamenti Climatici)

  • Paula Navarro

    (Norwegian School of Economics)

  • Matthew R. Sisco

    (Columbia University)

Abstract

We estimate the impact of a large number of determinants of subjective well-being (SWB) across 143 countries, and project SWB across macro-regions for different socio-economic scenarios. We focus on the 23% of the variance in SWB that is explained by cross-country differences, as the remaining 77% is due to individual-specific factors. We estimate a mixed-effects model to quantify the contributions of various socio-demographic, environmental, energy-related, economic, and institutional factors in explaining SWB. We find that the contribution of institutions to SWB is as large as that of economic factors. We then generate projections on the evolution of SWB until 2100 based on the five Shared Socioeconomic Pathways (SSPs), a framework that facilitates the integrated analysis of future climate impacts, vulnerabilities, adaptation, and mitigation. Holding constant some institutional and economic factors for which SSP projections are not available, the results show significant differences in SWB across SSPs, of up to two points on the standard 0–10 scale of life satisfaction. The highest levels of projected material SWB are likely to occur in the Sustainable Development scenario (SSP1) and the conventional development scenario (SSP5) which lead to very similar SWB levels in material factors. Differences across regions are large. The OECD region and Latin America show the highest levels of SWB historically. The current projections reveal that Latin America could overtake the OECD countries in terms of subjective well-being. Overall, our results can provide valuable insights to policy evaluation in the context of climate change. Future work could expand these scenarios to include also further social and societal variables.

Suggested Citation

  • Johannes Emmerling & Paula Navarro & Matthew R. Sisco, 2021. "Subjective Well-Being at the Macro Level—Empirics and Future Scenarios," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(3), pages 899-928, October.
  • Handle: RePEc:spr:soinre:v:157:y:2021:i:3:d:10.1007_s11205-021-02670-2
    DOI: 10.1007/s11205-021-02670-2
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    as
    1. Paolo Verme, 2011. "Life Satisfaction And Income Inequality," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(1), pages 111-127, March.
    2. Andrew E. Clark & Paul Frijters & Michael A. Shields, 2008. "Relative Income, Happiness, and Utility: An Explanation for the Easterlin Paradox and Other Puzzles," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 95-144, March.
    3. Grün, Carola & Grunewald, Nicole, 2010. "Subjective Well Being and the Impact of Climate Change," Proceedings of the German Development Economics Conference, Hannover 2010 61, Verein für Socialpolitik, Research Committee Development Economics.
    4. Christopher Barrington-Leigh & Eric Galbraith, 2019. "Feasible future global scenarios for human life evaluations," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    5. Cohen, Mark A. & Vandenbergh, Michael P., 2008. "Consumption, Happiness, and Climate Change," RFF Working Paper Series dp-08-39, Resources for the Future.
    6. Bjørnskov, Christian & Dreher, Axel & Fischer, Justina A.V., 2010. "Formal institutions and subjective well-being: Revisiting the cross-country evidence," European Journal of Political Economy, Elsevier, vol. 26(4), pages 419-430, December.
    7. Mazur, Allan, 2011. "Does increasing energy or electricity consumption improve quality of life in industrial nations?," Energy Policy, Elsevier, vol. 39(5), pages 2568-2572, May.
    8. Becchetti, Leonardo & Castriota, Stefano & Corrado, Luisa & Ricca, Elena Giachin, 2013. "Beyond the Joneses: Inter-country income comparisons and happiness," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 45(C), pages 187-195.
    9. Christian Bjørnskov & Axel Dreher & Justina Fischer, 2008. "Cross-country determinants of life satisfaction: exploring different determinants across groups in society," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 30(1), pages 119-173, January.
    10. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    11. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    12. Justina A.V. Fischer, 2009. "The Welfare Effects of Social Mobility," OECD Social, Employment and Migration Working Papers 93, OECD Publishing.
    13. Bjørnskov, Christian & Dreher, Axel & Fischer, Justina A.V. & Schnellenbach, Jan & Gehring, Kai, 2013. "Inequality and happiness: When perceived social mobility and economic reality do not match," Journal of Economic Behavior & Organization, Elsevier, vol. 91(C), pages 75-92.
    14. Christopher Barrington-Leigh & Alice Escande, 2018. "Measuring Progress and Well-Being: A Comparative Review of Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(3), pages 893-925, February.
    15. Rehdanz, Katrin & Maddison, David, 2005. "Climate and happiness," Ecological Economics, Elsevier, vol. 52(1), pages 111-125, January.
      • Katrin Rehdanz & David J. Maddison, 2003. "Climate and Happiness," Working Papers FNU-20, Research unit Sustainability and Global Change, Hamburg University, revised Apr 2003.
    16. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    17. Mikucka, Malgorzata & Sarracino, Francesco & Dubrow, Joshua K., 2017. "When Does Economic Growth Improve Life Satisfaction? Multilevel Analysis of the Roles of Social Trust and Income Inequality in 46 Countries, 1981–2012," World Development, Elsevier, vol. 93(C), pages 447-459.
    18. Mentzakis, Emmanouil & Moro, Mirko, 2009. "The poor, the rich and the happy: Exploring the link between income and subjective well-being," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(1), pages 147-158, January.
    19. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    20. Powdthavee, Nattavudh & Lekfuangfu, Warn N. & Wooden, Mark, 2015. "What's the good of education on our overall quality of life? A simultaneous equation model of education and life satisfaction for Australia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 54(C), pages 10-21.
    21. Ferreira, Susana & Akay, Alpaslan & Brereton, Finbarr & Cuñado, Juncal & Martinsson, Peter & Moro, Mirko & Ningal, Tine F., 2013. "Life satisfaction and air quality in Europe," Ecological Economics, Elsevier, vol. 88(C), pages 1-10.
    22. Hausman,Daniel M., 2008. "Essays on Philosophy and Economic Methodology," Cambridge Books, Cambridge University Press, number 9780521060141.
    23. Easterlin, Richard A. & Morgan, Robson & Switek, Maggie & Wang, Fei, 2013. "China's Life Satisfaction, 1990-2010," IZA Discussion Papers 7196, Institute of Labor Economics (IZA).
    24. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    25. Ribas, Aline & Lucena, André F.P. & Schaeffer, Roberto, 2017. "Bridging the energy divide and securing higher collective well-being in a climate-constrained world," Energy Policy, Elsevier, vol. 108(C), pages 435-450.
    26. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    27. Christopher Barrington-Leigh & Jan T. Wollenberg, 2019. "Informing Policy Priorities using Inference from Life Satisfaction Responses in a Large Community Survey," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 14(4), pages 911-924, September.
    28. Detlef Vuuren & Jae Edmonds & Mikiko Kainuma & Keywan Riahi & Allison Thomson & Kathy Hibbard & George Hurtt & Tom Kram & Volker Krey & Jean-Francois Lamarque & Toshihiko Masui & Malte Meinshausen & N, 2011. "The representative concentration pathways: an overview," Climatic Change, Springer, vol. 109(1), pages 5-31, November.
    29. Engelbrecht, Hans-Jürgen, 2009. "Natural capital, subjective well-being, and the new welfare economics of sustainability: Some evidence from cross-country regressions," Ecological Economics, Elsevier, vol. 69(2), pages 380-388, December.
    30. Hausman,Daniel M., 2008. "The Philosophy of Economics," Cambridge Books, Cambridge University Press, number 9780521883504.
    31. Jeffrey D. Sachs & Richard Layard & John F. Helliwell, 2018. "World Happiness Report 2018," Working Papers id:12761, eSocialSciences.
    32. Hausman,Daniel M., 2008. "The Philosophy of Economics," Cambridge Books, Cambridge University Press, number 9780521709842.
    33. Knight, S.J; Howley, P.;, 2017. "Can clean air make you happy? Examining the effect of nitrogen dioxide (NO2) on life satisfaction," Health, Econometrics and Data Group (HEDG) Working Papers 17/08, HEDG, c/o Department of Economics, University of York.
    34. Andrew T. Jebb & Louis Tay & Ed Diener & Shigehiro Oishi, 2018. "Happiness, income satiation and turning points around the world," Nature Human Behaviour, Nature, vol. 2(1), pages 33-38, January.
    35. Juncal Cuñado & Fernando Gracia, 2013. "Environment and Happiness: New Evidence for Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(3), pages 549-567, July.
    36. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    37. Kristoffersen, Ingebjørg, 2018. "Great expectations: Education and subjective wellbeing," Journal of Economic Psychology, Elsevier, vol. 66(C), pages 64-78.
    38. Sarracino, Francesco, 2010. "Social capital and subjective well-being trends: Comparing 11 western European countries," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(4), pages 482-517, August.
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