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Day-of-the-Week Effects in Subjective Well-Being: Does Selectivity Matter?

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  • Tumen, Semih
  • Zeydanli, Tugba

Abstract

Individuals tend to self-report higher well-being levels on certain days of the weeks than they do on the remaining days, controlling for observables. Using the 2008 release of the British Household Panel Survey, we test whether this empirical observation suffers from selection bias. In other words, we examine if subjective well-being is correlated with unobserved characteristics that lead the individuals to take the interview on specific days of the week. We focus on two distinct well-being measures: job satisfaction and happiness. We provide convincing evidence for both of these measures that the interviews are not randomly distributed across the days of the week. In other words, individuals with certain unobserved characteristics tend to take the interviews selectively. We conclude that a considerable part of the day-of-the-week patterns can be explained by a standard "non-random sorting on unobservables" argument rather than "mood fluctuations." This means that the day-of-the-week estimates reported in the literature are likely to be biased and should be treated cautiously.

Suggested Citation

  • Tumen, Semih & Zeydanli, Tugba, 2013. "Day-of-the-Week Effects in Subjective Well-Being: Does Selectivity Matter?," MPRA Paper 50475, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:50475
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    1. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 71, Elsevier.
    2. Manning, W. G. & Duan, N. & Rogers, W. H., 1987. "Monte Carlo evidence on the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 35(1), pages 59-82, May.
    3. Semih Tumen & Tugba Zeydanli, 2015. "Is Happiness Contagious? Separating Spillover Externalities from the Group-Level Social Context," Journal of Happiness Studies, Springer, vol. 16(3), pages 719-744, June.
    4. Mihaly Csikszentmihalyi & Jeremy Hunter, 2003. "Happiness in Everyday Life: The Uses of Experience Sampling," Journal of Happiness Studies, Springer, vol. 4(2), pages 185-199, June.
    5. 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.
    6. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    7. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
    8. Robert Pollak, 2003. "Gary Becker's Contributions to Family and Household Economics," Review of Economics of the Household, Springer, vol. 1(1), pages 111-141, January.
    9. 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.
    10. Mark P. Taylor, 2006. "Tell me why I don't like Mondays: investigating day of the week effects on job satisfaction and psychological well‐being," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(1), pages 127-142, January.
    11. 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.
    12. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    13. Akay, Alpaslan & Martinsson, Peter, 2009. "Sundays Are Blue: Aren’t They? - The Day-of-the-Week Effect on Subjective Well-Being and Socio-Economic Status," Working Papers in Economics 397, University of Gothenburg, Department of Economics.
    14. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    15. Semih Tumen & Tugba Zeydanli, 2016. "Social interactions in job satisfaction," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(3), pages 426-455, June.
    16. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
    17. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70, Elsevier.
    18. Clark, Andrew E. & Oswald, Andrew J. & Warr, Peter B., 1994. "Is job satisfaction u-shaped in age ?," CEPREMAP Working Papers (Couverture Orange) 9407, CEPREMAP.
    19. 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.
    20. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    21. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    22. John Helliwell & Shun Wang, 2014. "Weekends and Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(2), pages 389-407, April.
    23. Easterlin, Richard A, 2001. "Income and Happiness: Towards an Unified Theory," Economic Journal, Royal Economic Society, vol. 111(473), pages 465-484, July.
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    Cited by:

    1. John F Helliwell & Shun Wang, 2015. "How Was the Weekend? How the Social Context Underlies Weekend Effects in Happiness and Other Emotions for US Workers," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-16, December.
    2. Semih Tumen & Tugba Zeydanli, 2015. "Is Happiness Contagious? Separating Spillover Externalities from the Group-Level Social Context," Journal of Happiness Studies, Springer, vol. 16(3), pages 719-744, June.
    3. Adrian Chadi, 2019. "Dissatisfied with life or with being interviewed? Happiness and the motivation to participate in a survey," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 53(3), pages 519-553, October.
    4. Tsai, Alexander C. & Venkataramani, Atheendar S., 2015. "Communal bereavement and resilience in the aftermath of a terrorist event: Evidence from a natural experiment," Social Science & Medicine, Elsevier, vol. 146(C), pages 155-163.
    5. Ming-Chang Tsai, 2019. "The Good, the Bad, and the Ordinary: The Day-of-the-Week Effect on Mood Across the Globe," Journal of Happiness Studies, Springer, vol. 20(7), pages 2101-2124, October.
    6. Chadi, Adrian, 2015. "Concerns about the Euro and happiness in Germany during times of crisis," European Journal of Political Economy, Elsevier, vol. 40(PA), pages 126-146.
    7. Hie Joo Ahn & Ling Shao, 2017. "Precautionary On-the-Job Search over the Business Cycle," Finance and Economics Discussion Series 2017-025, Board of Governors of the Federal Reserve System (U.S.).

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    More about this item

    Keywords

    Day-of-the-week effects; subjective well-being; self-selection; treatment effects; BHPS.;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D60 - Microeconomics - - Welfare Economics - - - General
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy

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