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

Tumen, Semih and Zeydanli, Tugba (2013): Day-of-the-Week Effects in Subjective Well-Being: Does Selectivity Matter?

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.

• Item Type: MPRA Paper
• Language: English
• Keywords: Day-of-the-week effects; subjective well-being; self-selection; treatment effects; BHPS.
• Subjects: C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C25 - Discrete Regression and Qualitative Choice Models ; Discrete Regressors ; Proportions ; Probabilities; D - Microeconomics > D6 - Welfare Economics > D60 - General; J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J28 - Safety ; Job Satisfaction ; Related Public Policy

References

Akay, A. and P. Martinsson (2009): "Sundays are Blue: Aren't They? The Day-of-the-Week Effect on Subjective Well-Being and Socio-Economic Status," IZA Discussion Paper No. 4563.

Argyle, M. (2001): The Psychology of Happiness, London: Routledge.

Becker, G. S. (1976): The Economic Approach to Human Behavior, Chicago, IL: University of Chicago Press.

Blanchflower, D. and A. J. Oswald (2008): "Is Well-Being U-shaped over the Life Cycle?" Social Science & Medicine, 66, 1733-1749.

Borghans, L., L. A. Duckworth, J. J. Heckman, and B. ter Weel (2008): "The Economics and Psychology of Personality Traits," Journal of Human Resources, 43, 972-1059.

Clark, A. E., P. Frijters, and M. Shields (2008): "Relative Income, Happiness, and Utility: An Explanation for the Easterlin Paradox and Other Puzzles," Journal of Economic Literature, 46, 95-144.

Clark, A. E. and A. J. Oswald (1996): "Satisfaction and Comparison Income," Journal of Public Economics, 61, 359-381.

Clark, A. E., A. J. Oswald, and P. Warr (1996): "Is Job Satisfaction U-Shaped in Age," Journal of Occupational and Organizational Psychology, 69, 57-81.

Croft, G. P. and A. E. Walker (2001): "Are the Monday Blues Ail in the Mind? The Role of Expectancy in the Subjective Experience of Mood," Journal of Applied Social Psychology, 31, 1133-1145.

Csikszentmihalyi, M. and J. Hunter (2003): "Happiness in Everyday Life: The Uses of Experience Sampling," Journal of Happiness Studies, 4, 185-199.

Easterlin, R. A. (1974): "Does Economic Growth Improve the Human Lot?" in Nations and Households in Economic Growth: Essays in Honor of Moses Abramovitz, ed. by P. A. David and M. W. Reder, New York, NY: Academic Press.

Easterlin, R. A. (1995): "Will Raising the Incomes of All Increase the Happiness of All?" Journal of Economic Behavior & Organization, 27, 35-48.

Easterlin, R. A. (2001): "Income and Happiness: Towards a Unified Theory," Economic Journal, 111, 465-484.

Egloff, B., A. Tausch, C. Kohlmann, and H. Krohne (1995): "Relationships Between Time of Day, Day of the Week, and Positive Mood: Exploring the Role of the Mood Measure," Motivation and Emotion, 19, 99-110.

Frey, B. S. and A. Stutzer (2002): "What Can Economists Learn from Happiness Research?" Journal of Economic Literature, 40, 402-435.

Goldberg, D. P. (1972): The Detection of Psychiatric Illness by Questionnaire, Oxford, UK: Oxford University Press.

Goldberg, D. P. (1978): Manual of the General Health Questionnaire, Windsor, UK: NFER.

Goldberg, D. P. and P. Williams (1988): A User's Guide to the General Health Questionnaire, Windsor, UK: NFER.

Heckman, J. J. (1979): "Sample Selection Bias as a Specification Error," Econometrica, 47, 153-161.

Heckman, J. J. and B. E. Honore (1990): "The Empirical Content of the Roy Model," Econometrica, 58, 1121-1149.

Heckman, J. J. and R. Robb (1985): "Alternative Methods for Evaluating the Impact of Interventions: An Overview," Journal of Econometrics, 30, 239-267.

Heckman, J. J. and E. J. Vytlacil (2007a): "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models, and Econometric Policy Evaluation," in Handbook of Econometrics, ed. by J. J. Heckman and E. E. Leamer, New York, NY: Elsevier, vol. 6, chap. 70, 4779-4874.

Heckman, J. J. and E. J. Vytlacil (2007b): "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 Environments," in Handbook of Econometrics, ed. by J. J. Heckman and E. E. Leamer, New York, NY: Elsevier, vol. 6, chap. 71, 4875-5143.

Helliwell, J. F. and S. Wang (2011): "Weekends and Subjective Well-Being," NBER Working Paper No. 17180.

Hu, Y. J., S. Stewart-Brown, L. Twigg, and S. Weich (2007): "Can the 12-Item General Health Questionnaire be Used to Measure Positive Mental Health?" Psychological Medicine, 37, 1005-1013.

Kahneman, D., E. Diener, and N. Schwarz (1999): Well-Being: The Foundation of Hedonic Psychology, New York, NY: Russell Sage Foundation.

Kennedy-Moore, E., M. A. Greenberg, M. G. Newman, and A. A. Stone (1992): "The Relationship Between Daily Events and Mood: The Mood Measure may Matter," Motivation and Emotion, 162, 143-155.

Larsen, R. J. and M. Kasimatis (1990): "Individual Differences in Entrainment of Mood to the Weekly Calendar," Journal of Personality and Social Psychology, 58, 164-171.

Larsen, R. J. and M. Kasimatis (1991): "Day-to-Day Physical Symptoms: Individual Differences in the Occurrence, Duration, and Emotional Concomitants of Minor Daily Illnesses," Journal of Personality, 59, 387-423.

Leung, S. F. and S. Yu (1996): "On the Choice Between Sample Selection and Two-Part Models," Journal of Econometrics, 72, 197-229.

Little, R. J. A. and D. B. Rubin (1987): Statistical Analysis with Missing Data, New York, NY: John Wiley & Sons.

Manning, G. M., N. Duan, and W. H. Rogers (1987): "Monte Carlo Evidence on the Choice between Sample Selection and Two-Part Models," Journal of Econometrics, 35, 59-82.

McCabe, C. J., K. J. Thomas, J. E. Brazier, and P. Coleman (1996): "Measuring the Mental Health Status of a Population: A Comparison of the GHQ-12 and the SF-36," British Journal of Psychiatry, 169, 516-521.

Pettengill, G. N. (2003): "A Survey of the Monday Effect Literature," Quarterly Journal of Business and Economics, 42, 3-27.

Pollak, R. A. (2003): "Gary Becker's Contributions to Family and Household Economics," Review of Economics of the Household, 1, 111-141.

Rose, M. (1999): "Explaining and Forecasting Job Satisfaction: The Contribution of Occupational Pro�ling," Unpublished manuscript, University of Bath.

Rossi, A. S. and P. E. Rossi (1977): "Body Time and Social Time: Mood Patterns by Menstrual Cycle Phase and Day of Week," Social Science Research, 6, 273-308.

Roy, A. D. (1951): "Some Thoughts on the Distribution of Earnings," Oxford Economic Papers, 3, 135-146.

Stone, A. A., S. M. Hedges, J. M. Neale, and S. Satin (1985): "Prospective and Cross-Sectional Mood Reports Offer No Evidence of a "Blue Monday" Phenomenon," Journal of Personality and Social Psychology, 1, 129-134.

Taylor, M. P. (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), 169, 127-142.

Tumen, S. and T. Zeydanli (2012a): "Is Happiness Contagious? Separating Spillover Externalities from the Group-Level Social Context," Unpublished manuscript, Paris School of Economics.

Tumen, S. and T. Zeydanli (2012b): "Social Interactions in Job Satisfaction," Unpublished manuscript, Paris School of Economics.