Rohrer Julia M, Schmukle Stefan C
Department of Psychology, University of Leipzig, Leipzig, DE.
International Max Planck Research School on the Life Course (LIFE), Max Planck Institute for Human Development, Berlin, DE.
Collabra Psychol. 2018;4(1). doi: 10.1525/collabra.116. Epub 2018 Feb 26.
Bottom-up models of life satisfaction are based on the assumption that individuals judge the quality of their lives by aggregating information across various life domains, such as health, family, and income. This aggregation supposedly involves a weighting procedure because individuals care about different parts of their lives to varying degrees. Thus, composite measures of well-being should be more accurate if domain satisfaction scores are weighted by the importance that respondents assign to the respective domains. Previous studies have arrived at mixed conclusions about whether such a procedure actually works. In the present study, importance weighting was investigated in the Panel Study of Income Dynamics (PSID; = 5,049). Both weighted composite scores and moderated regression analyses converged in producing the conclusion that importance weights did not result in higher correlations with the outcome variable, a global measure of life satisfaction. By contrast, using weights that vary across domains (e.g., assigning a larger weight to family satisfaction than to housing satisfaction for all respondents) significantly increased the correlation with global life satisfaction (although incremental validity was rather humble). These results converge with findings from other fields such as self-concept research, where evidence for individual importance weighting seems elusive as best.
生活满意度的自下而上模型基于这样一种假设,即个体通过汇总各个生活领域(如健康、家庭和收入)的信息来评判自己生活的质量。这种汇总据称涉及一个加权程序,因为个体对生活不同部分的关心程度各不相同。因此,如果领域满意度得分按照受访者赋予各个领域的重要性进行加权,那么幸福感的综合衡量指标应该会更准确。以往的研究对于这样一个程序是否真的有效得出了不一致的结论。在本研究中,在收入动态跟踪调查(PSID;样本量 = 5,049)中对重要性加权进行了调查。加权综合得分和调节回归分析都得出了这样的结论:重要性权重并未导致与结果变量(一种生活满意度的总体衡量指标)有更高的相关性。相比之下,使用跨领域变化的权重(例如,对所有受访者而言,赋予家庭满意度的权重比对住房满意度的权重更大)显著提高了与总体生活满意度的相关性(尽管增量效度相当有限)。这些结果与其他领域(如自我概念研究)的发现一致,在这些领域中,个体重要性加权的证据似乎最多也难以捉摸。