| Literature DB >> 26941687 |
Bin Li1, Aimei Li2, Xiaotian Wang2, Yunsong Hou2.
Abstract
This study examined the possibility that there is a curvilinear relationship between income and subjective well-being in China. This study also investigated whether this curvilinear relationship is moderated by social class and mediated by respondents' material affluence. The study was conducted in China, and the sample consisted of 900 blue-collar workers and 546 white-collar workers. The results for emotional well-being showed that income significantly predicted negative affect but not positive affect. This finding indicates that in China, high incomes may not make people happier but might allow them to worry less, which we call the "money buffer effect." The results also showed that material affluence mediates the interaction effect between income and social class on subjective well-being. The implications of these results for future research and practice are discussed.Entities:
Keywords: emotional well-being; income; material affluence; money buffer effect; negative affect; positive affect; social class; subjective well-being
Year: 2016 PMID: 26941687 PMCID: PMC4763027 DOI: 10.3389/fpsyg.2016.00234
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Means, standard deviations, and bivariate correlations between variables.
| 1 Sex | ||||||||||
| 2 Age | −0.091 | |||||||||
| 3 Education | −0.208 | 0.050 | ||||||||
| 4 Income | −0.050 | −0.273 | 0.165 | |||||||
| 5 Social Class | 0.057 | −0.029 | 0.058 | 0.363 | ||||||
| 6 Material affluence | −0.040 | −0.088 | −0.008 | 0.285 | 0.098 | |||||
| 7 Evaluation of life | −0.027 | −0.112 | 0.165 | 0.501 | 0.180 | 0.088 | ||||
| 8 Emotional well-being | 0.011 | −0.123 | 0.026 | 0.182 | 0.132 | 0.124 | 0.215 | |||
| 9 Positive affect | 0.050 | −0.213 | −0.016 | 0.066 | 0.219 | 0.111 | 0.116 | 0.773 | ||
| 10 Negative affect | 0.037 | −0.042 | −0.054 | −0.209 | 0.028 | −0.078 | −0.210 | −0.747 | −0.156 | |
| 1.51 | 24.00 | 2.51 | 0.93 | 1.38 | 20.30 | 5.11 | 0.92 | 3.88 | 2.95 | |
| 0.50 | 5.42 | 0.97 | 1.09 | 0.49 | 5.43 | 1.70 | 1.71 | 1.15 | 1.10 |
p < 0.05,
p < 0.01.
Curve regressions of evaluation of life on income.
| Sex | 0.01 | 0.02 | 0.03 |
| Age | 0.11 | 0.05 | 0.04 |
| Education | 0.12 | 0.07 | 0.05 |
| Social Class | 0.18 | 0.00 | 0.02 |
| Income | 0.50 | 0.58 | |
| Income2 | −0.15 | ||
| Δ | 0.07 | 0.20 | 0.01 |
| Δ | 25.10 | 360.72 | 19.26 |
p < 0.05,
p < 0.01,
p < 0.001.
Figure 1Curvilinear effect of income on evaluation of life.
Curve regressions of negative affect on income.
| Sex | 0.02 | 0.01 | 0.01 |
| Age | −0.02 | 0.01 | 0.02 |
| Education | −0.04 | −0.02 | 0.00 |
| Social Class | 0.03 | 0.11 | 0.10 |
| Income | −0.25 | −0.33 | |
| Income2 | 0.12 | ||
| Δ | – | 0.05 | 0.01 |
| Δ | 1.36 | 71.27 | 9.55 |
p < 0.01,
p < 0.001.
Figure 2Curvilinear effect of income on negative affect.
Curve regressions of evaluation of life on income: Mediation in material affluence.
| Sex | −0.06 | 0.03 | 0.03 |
| Age | 0.02 | 0.04 | 0.05 |
| Education | 0.02 | 0.05 | 0.07 |
| Social Class | 0.02 | 0.02 | 0.03 |
| Income | 0.14 | 0.58 | 0.54 |
| Income2 | −0.09 | −0.15 | −0.14 |
| Material affluence | 0.14 | ||
| Δ | 0.02 | ||
| Δ | 33.76 |
p < 0.05,
p < 0.01,
p < 0.001.
Curve regressions of negative affect on income: Mediation in material affluence.
| Sex | −0.06 | 0.01 | 0.01 |
| Age | 0.02 | 0.02 | 0.01 |
| Education | 0.02 | 0.00 | −0.01 |
| Social Class | 0.02 | 0.10 | 0.10 |
| Income | 0.14 | −0.33 | −0.30 |
| Income2 | −0.09 | 0.12 | 0.12 |
| Material affluence | −0.07 | ||
| Δ | 0.01 | ||
| Δ | 6.72 |
p < 0.05,
p < 0.01,
p < 0.001.
Regressions of well-being on income: Meditation in material affluence.
| Income-MA-EL | 0.47 | 0.39 | 0.08 | 0.04 ~ 0.12 |
| Income-MA-EWB | 0.21 | 0.08 | 0.13 | 0.08 ~ 0.19 |
| Income-MA-PA | 0.04 | −0.04 | 0.08 | 0.04 ~ 0.11 |
| Income-MA-NA | −0.16 | −0.11 | −0.05 | −0.08 ~−0.02 |
MA, Material affluence; EL, Evaluation of life; EWB, Emotional well-being; PA, Positive affect; NA, Negative affect.
p < 0.001.
Curve regressions of evaluation of life on income: Moderation in social class.
| Sex | 0.02 | 0.02 | 0.03 | 0.03 | 0.04 |
| Age | 0.11 | 0.05 | 0.04 | 0.05 | −0.01 |
| Education | 0.13 | 0.07 | 0.05 | 0.07 | −0.01 |
| Social class | – | 0.02 | 0.03 | 0.11 | |
| Income | 0.49 | 0.58 | 0.65 | 0.73 | |
| Income2 | −0.15 | −0.01 | 0.49 | ||
| Social class × Income | −0.23 | −0.25 | |||
| Social class × Income2 | −0.62 | ||||
| Δ | 0.04 | 0.23 | 0.01 | 0.02 | 0.02 |
| Δ | 17.67 | 209.25 | 19.26 | 38.63 | 35.20 |
p < 0.05,
p < 0.01,
p < 0.001.
Figure 3Income and evaluation of life: Moderation by social class.
Curve regressions of negative affect on income: Moderation of social class.
| Sex | 0.02 | 0.01 | 0.01 | – | – |
| Age | −0.02 | 0.01 | 0.02 | 0.03 | 0.04 |
| Education | −0.04 | −0.02 | – | 0.02 | 0.02 |
| Social class | 0.12 | 0.10 | 0.120 | 0.09 | |
| Income | −0.25 | −0.32 | −0.36 | −0.38 | |
| Income2 | 0.12 | 0.05 | −0.09 | ||
| Social class × Income | 0.12 | 0.12 | |||
| Social class × Income2 | 0.17 | ||||
| Δ | 0.03 | 0.05 | 0.01 | 0.01 | – |
| Δ | 1.48 | 36.185 | 9.53 | 7.44 | 1.90 |
p < 0.05,
p < 0.01,
p < 0.001.
Figure 4Income and negative affect: Moderation by social class.
Regressions of evaluation of life on income: Mediated moderation model.
| Sex | −0.06 | 0.04 | 0.03 |
| Age | 0.02 | −0.01 | – |
| Education | 0.02 | −0.01 | 0.01 |
| Social class | 0.02 | 0.11 | 0.11 |
| Income | 0.14 | 0.73 | 0.70 |
| Income2 | −0.09 | 0.49 | 0.45 |
| Social class × Income | 0.26 | −0.25 | −0.23 |
| Social class × Income2 | 0.05 | −0.62 | −0.57 |
| Material affluence | 0.12 | ||
| 0.09 | 0.30 | 0.32 | |
| Δ | 0.12 | ||
| Δ | 24.16 |
p < 0.05,
p < 0.001.
Regressions of negative affect on income: Mediated moderation model.
| Sex | −0.06 | – | 0.05 |
| Age | 0.02 | 0.04 | 0.03 |
| Education | 0.02 | 0.02 | 0.02 |
| Social class | 0.02 | 0.09 | 0.09 |
| Income | 0.14 | −0.38 | −0.35 |
| Income2 | −0.09 | −0.09 | −0.07 |
| Social class × Income | 0.26 | 0.12 | −0.11 |
| Social class × Income2 | 0.05 | 0.17 | 0.14 |
| Material affluence | −0.06 | ||
| 0.09 | 0.06 | 0.07 | |
| Δ | 0.01 | ||
| Δ | 5.15 |
p < 0.05,
p < 0.01,
p < 0.001.