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Who’s miserable now? Identifying clusters of people with the lowest subjective wellbeing in the UK

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  • Paul Dolan

    (London School of Economics and Political Science)

  • Kate Laffan

    (London School of Economics and Political Science
    University College Dublin)

  • Alina Velias

    (University College Dublin
    University of London)

Abstract

Policymakers are generally most concerned about improving the lives of the worst-off members of society. Identifying these people can be challenging. We take various measures of subjective wellbeing (SWB) as indicators of the how well people are doing in life and employ Latent Class Analysis to identify those with greatest propensity to be among the worst-off in a nationally representative sample of over 215,000 people in the United Kingdom. Our results have important implications for how best to analyse data on SWB and who to target when looking to improve the lives of those with the lowest SWB (The authors owe a massive debt of gratitude to the Office for National Statistics for their support throughout this research. We are particularly grateful to Dawn Snape and Eleanor Rees for their valuable comments on earlier drafts of this paper, to Salah Mehad for the thorough review of methodology, and to Vahe Nafilyan for advice on clustering analysis. We also thank the anonymous reviewers for the very helpful comments. Thank you all very much.).

Suggested Citation

  • Paul Dolan & Kate Laffan & Alina Velias, 2022. "Who’s miserable now? Identifying clusters of people with the lowest subjective wellbeing in the UK," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 58(4), pages 679-710, May.
  • Handle: RePEc:spr:sochwe:v:58:y:2022:i:4:d:10.1007_s00355-021-01365-4
    DOI: 10.1007/s00355-021-01365-4
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    1. Robert Biswas-Diener & Ed Diener, 2006. "The Subjective Well-Being of the Homeless, and Lessons for Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 76(2), pages 185-205, April.
    2. Andrew Clark & Fabrice Etilé & Fabien Postel-Vinay & Claudia Senik & Karine Van der Straeten, 2005. "Heterogeneity in Reported Well-Being: Evidence from Twelve European Countries," Economic Journal, Royal Economic Society, vol. 115(502), pages 118-132, March.
    3. O'Donnell, Gus & Oswald, Andrew J., 2015. "National well-being policy and a weighted approach to human feelings," Ecological Economics, Elsevier, vol. 120(C), pages 59-70.
    4. Ed Diener, 1994. "Assessing subjective well-being: Progress and opportunities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 31(2), pages 103-157, February.
    5. Vermunt, Jeroen K. & Magidson, Jay, 2003. "Latent class models for classification," Computational Statistics & Data Analysis, Elsevier, vol. 41(3-4), pages 531-537, January.
    6. Ori Heffetz & Matthew Rabin, 2013. "Conclusions Regarding Cross-Group Differences in Happiness Depend on Difficulty of Reaching Respondents," American Economic Review, American Economic Association, vol. 103(7), pages 3001-3021, December.
    7. Joseph Stiglitz & Amartya Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited: Reflections and Overview," Sciences Po publications 2009-33, Sciences Po.
    8. Fernandez-Blanco, Victor & Orea, Luis & Prieto-Rodriguez, Juan, 2009. "Analyzing consumers heterogeneity and self-reported tastes: An approach consistent with the consumer's decision making process," Journal of Economic Psychology, Elsevier, vol. 30(4), pages 622-633, August.
    9. Anand, Paul & Krishnakumar, Jaya & Tran, Ngoc Bich, 2011. "Measuring welfare: Latent variable models for happiness and capabilities in the presence of unobservable heterogeneity," Journal of Public Economics, Elsevier, vol. 95(3-4), pages 205-215, April.
    10. repec:hal:wpspec:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    12. Andreas Knabe & Steffen Rätzel & Ronnie Schöb & Joachim Weimann, 2010. "Dissatisfied with Life but Having a Good Day: Time-use and Well-being of the Unemployed," Economic Journal, Royal Economic Society, vol. 120(547), pages 867-889, September.
    13. Gilles Celeux & Gilda Soromenho, 1996. "An entropy criterion for assessing the number of clusters in a mixture model," Journal of Classification, Springer;The Classification Society, vol. 13(2), pages 195-212, September.
    14. Guan-Hua Huang & Karen Bandeen-Roche, 2004. "Building an identifiable latent class model with covariate effects on underlying and measured variables," Psychometrika, Springer;The Psychometric Society, vol. 69(1), pages 5-32, March.
    15. Lamu, Admassu N. & Olsen, Jan Abel, 2016. "The relative importance of health, income and social relations for subjective well-being: An integrative analysis," Social Science & Medicine, Elsevier, vol. 152(C), pages 176-185.
    16. Eleftherios Giovanis, 2014. "Relationship between well-being and recycling rates: evidence from life satisfaction approach in Britain," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 3(2), pages 201-214, July.
    17. Bruno S. Frey, 2018. "Economics of Happiness," SpringerBriefs in Economics, Springer, number 978-3-319-75807-7, October.
    18. Brown, Sarah & Durand, Robert B. & Harris, Mark N. & Weterings, Tim, 2014. "Modelling financial satisfaction across life stages: A latent class approach," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 117-127.
    19. Senik, Claudia, 2017. "Gender Gaps in Subjective Wellbeing: A New Paradox to Explore," Review of Behavioral Economics, now publishers, vol. 4(4), pages 349-369, December.
    20. Paul Dolan & Aki Tsuchiya, 2011. "Determining the parameters in a social welfare function using stated preference data: an application to health," Applied Economics, Taylor & Francis Journals, vol. 43(18), pages 2241-2250.
    21. Joseph E. Stiglitz & Amartya Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited," Documents de Travail de l'OFCE 2009-33, Observatoire Francais des Conjonctures Economiques (OFCE).
    22. Ed Diener & Shigehiro Oishi & Louis Tay, 2018. "Advances in subjective well-being research," Nature Human Behaviour, Nature, vol. 2(4), pages 253-260, April.
    23. Binder, Martin & Coad, Alex, 2011. "From Average Joe's happiness to Miserable Jane and Cheerful John: using quantile regressions to analyze the full subjective well-being distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 79(3), pages 275-290, August.
    24. Laffan, Kate, 2018. "Every breath you take, every move you make: Visits to the outdoors and physical activity help to explain the relationship between air pollution and subjective wellbeing," Ecological Economics, Elsevier, vol. 147(C), pages 96-113.
    25. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
    26. Giovanis, Eleftherios & Ozdamar, Oznur, 2014. "Relationship between health status and recycling rates: Evidence from Great Britain," MPRA Paper 64405, University Library of Munich, Germany.
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