Kudrna Laura, Kushlev Kostadin
Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom.
Department of Psychology, Georgetown University, Washington, DC, United States.
Front Psychol. 2022 May 31;13:883137. doi: 10.3389/fpsyg.2022.883137. eCollection 2022.
Do people who have more money feel happier during their daily activities? Some prior research has found no relationship between income and daily happiness when treating income as a continuous variable in OLS regressions, although results differ between studies. We re-analyzed existing data from the United States and Germany, treating household income as a categorical variable and using lowess and spline regressions to explore nonlinearities. Our analyses reveal that these methodological decisions change the results and conclusions about the relationship between income and happiness. In American and German diary data from 2010 to 2015, results for the continuous treatment of income showed a null relationship with happiness, whereas the categorization of income showed that some of those with higher incomes reported feeling less happy than some of those with lower incomes. Lowess and spline regressions suggested null results overall, and there was no evidence of a relationship between income and happiness in Experience Sampling Methodology (ESM) data. Not all analytic approaches generate the same results, which may contribute to explaining discrepant results in existing studies about the correlates of happiness. Future research should be explicit about their approaches to measuring and analyzing income when studying its relationship with subjective well-being, ideally testing different approaches, and making conclusions based on the pattern of results across approaches.
拥有更多金钱的人在日常活动中会感到更幸福吗?一些先前的研究发现,在OLS回归中将收入视为连续变量时,收入与日常幸福感之间没有关系,尽管不同研究的结果有所不同。我们重新分析了来自美国和德国的现有数据,将家庭收入视为分类变量,并使用局部加权回归和样条回归来探索非线性关系。我们的分析表明,这些方法上的决策改变了关于收入与幸福之间关系的结果和结论。在2010年至2015年的美国和德国日记数据中,对收入进行连续处理的结果显示与幸福感无关系,而收入分类显示,一些高收入者报告的幸福感低于一些低收入者。局部加权回归和样条回归总体上显示无显著结果,在经验抽样法(ESM)数据中也没有收入与幸福之间关系的证据。并非所有分析方法都能产生相同的结果,这可能有助于解释现有研究中关于幸福相关因素的不一致结果。未来的研究在研究收入与主观幸福感的关系时,应该明确其测量和分析收入的方法,理想情况下测试不同的方法,并根据不同方法的结果模式得出结论。