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Erschienen in: Journal of Happiness Studies 1/2023

10.11.2022 | Research Paper

Earnings, Intersectional Earnings Inequality, Disappointment in One’s Life Achievements and Life (Dis)satisfaction

verfasst von: William Magee

Erschienen in: Journal of Happiness Studies | Ausgabe 1/2023

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Abstract

Most research investigating inequality as a moderator of the effect of income on wellbeing focuses on inequality within geographic contexts. This study asks whether the association of income with subjective wellbeing varies with level of inequality within groups defined by the intersection of dichotomized race (white versus non-white) and gender. Two dimensions of subjective wellbeing are investigated—life (dis)satisfaction, and disappointment in one’s life achievements. Results of partial proportional odds and logistic regression analyses of data from the study of Midlife Development in the United States (MIDUS) indicate that the association of individual earnings with life (dis)satisfaction varies by level of inequality within intersectional groups. No evidence for moderation is observed in the analysis of disappointment. Within-group inequality varies much more by gender than race, and the results can be interpreted as indicating a gender difference in the effect of income on life satisfaction. The results are also consistent with the income rank hypothesis, which proposes that income effects will be larger among those in lower inequality groups than those in higher inequality groups. Although the statistical power to evaluate race differences is limited by the size and composition of the MIDUS sample, additional analyses suggest that the income-rank pattern might extend to race differences in (dis)satisfaction. The results can be broadly interpreted as suggesting that intersectional inequality does not influence the aspirations that provide the comparative standard for disappointment, but it does shape the way that the contemporaneous earnings differences relevant to life (dis)satisfaction are framed in social comparisons.

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Fußnoten
1
In studying within-group “individual inequality” Liao (2021) used a measure he created called the iGini, or individual-level Gini. That measure, as well as Liao’s iTheil measure, captures the contribution of the individual’s income to within-group, between-group, and thus overall Gini/Theil scores. The within-group iGini resembles relative income to some extent, as can be seen in its numerator \({\sum }_{j=1}^{n}\left|{x}_{i}-{x}_{j}\right|\), which is the sum of the absolute value of deviations of each individual income from the incomes of all others in the group. The denominator (\(2{n}^{2}\overline{x })\) scales the iGini to lie between 0–1. Like measures of relative income, the within-group iGini scores can vary among individuals in the same group. As noted below, the commonly used Theil index, rather than the iTheil (or iGini), is used to assess within-group income inequality in the current study, since the general Theil yields a single inequality value for the group that does not vary individually. This measure is preferable when considering inequality as a contextual factor that applies to all individuals within the same context or group.
 
2
Income is transformed by adding 1 before calculating Theil index scores. The Theil index calculating formula is SUM f_i (y_i / m) log(y_i / m), where i indexes each case, y = income, m = mean of income, and f_i is the fraction of the population with each income (w_i) given by f_i = w_i / N.
 
3
Additional analyses excluding respondents who were not currently working were conducted. In that analysis of 2199 cases (see Appendix E), a similar ascending pattern of coefficients for the interaction term was observed. However, the level-3 coefficient was substantially larger than in the main analyses (b = 0.23, se = 0.06, P < 05). This suggests that moderation of income effects by intersectional inequality on reporting the highest level of life dissatisfaction might be particularly evident among current workers.
 
4
Recall that the coding of income is capped at $250,000 (1995 dollars) in these analyses due to sparseness of data above that level. Thus, gender and race differences at higher income levels are not detected in these analyses.
 
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Metadaten
Titel
Earnings, Intersectional Earnings Inequality, Disappointment in One’s Life Achievements and Life (Dis)satisfaction
verfasst von
William Magee
Publikationsdatum
10.11.2022
Verlag
Springer Netherlands
Erschienen in
Journal of Happiness Studies / Ausgabe 1/2023
Print ISSN: 1389-4978
Elektronische ISSN: 1573-7780
DOI
https://doi.org/10.1007/s10902-022-00599-y

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