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Published in: Social Indicators Research 1/2014

01-10-2014

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

Authors: Semih Tumen, Tugba Zeydanli

Published in: Social Indicators Research | Issue 1/2014

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Abstract

Individuals tend to self-report higher well-being levels on certain days of the week 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.

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Appendix
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Footnotes
1
Specifically, Taylor (2006) uses the BHPS data and documents that those who are interviewed on Fridays report higher levels of job satisfaction and lower levels of mental stress than those interviewed in the middle of the week. Akay and Martinsson (2009) test the same hypothesis using the German Socio-Economic Panel (GSOEP) data and the result yields a “blue” Sunday. Helliwell and Wang (2011) utilize the Gallup/Healthways U.S. daily poll to examine the differences in the dynamics of two key measures of subjective well-being: emotions and life evaluation. They find no day-of-the-week effect for life evaluations, but significantly more happiness, enjoyment, and laughter; while significantly less worry, sadness, and anger on weekend than on weekdays. Earlier studies on this topic include Rossi and Rossi (1977), Stone et al. (1985), Kennedy-Moore et al. (1992), and Egloff et al. (1995). See Csikszentmihalyi and Hunter (2003) and Pettengill (2003) for literature surveys.
 
2
That individual-level well-being significantly varies across the days of the week is an extreme version of short-term state dependency.
 
3
See Pollak (2003).
 
4
See Heckman (1979) for the original paper.
 
5
Table 1 presents the basic summary statistics for these variables as well as the outcome variables.
 
6
See, for example, Taylor (2006) and Akay and Martinsson (2009).
 
7
Conscientiousness is one of the big-five personality traits that constitute an individual’s non-cognitive skills. See Borghans et al. (2008) for an extensive description of these concepts.
 
8
See, for example, Blanchflower and Oswald (2008) for similar findings for happiness.
 
9
See also Heckman and Honore (1990).
 
10
Identification of the other parameters is also possible. But, in this paper, we are not interested in the magnitudes of the rest of the parameters. See Heckman and Honore (1990) for the details. See also Heckman and Robb (1985) and Heckman and Vytlacil (2007a, b).
 
11
Remember that in our case D = 1 refers to taking the interview on a Friday or Saturday versus the remaining days for the job satisfaction analysis and on a Sunday or Monday versus the remaining days for the happiness analysis.
 
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Metadata
Title
Day-of-the-Week Effects in Subjective Well-Being: Does Selectivity Matter?
Authors
Semih Tumen
Tugba Zeydanli
Publication date
01-10-2014
Publisher
Springer Netherlands
Published in
Social Indicators Research / Issue 1/2014
Print ISSN: 0303-8300
Electronic ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-013-0477-6

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