Lee Yoonjoo, Hofferth Sandra L, Flood Sarah M, Fisher Kimberly
Soc Indic Res. 2016 Apr 1;126(3):1355-1373. doi: 10.1007/s11205-015-0923-8. Epub 2015 Feb 28.
Part of a wider range of investigations to produce generally acceptable standards for measuring affective well-being, time diary surveys have tested several approaches to measuring subjective well-being during diary days. As an alternative to the standard approach of asking a single question about each activity reported in time diary surveys, the 2010 module of the American Time Use Survey asked six emotion questions about three activities. The perception questions captured how happy, meaningful, sad, tired, stressed, or in pain respondents felt on a 7-point scale. To evaluate this approach, our research examined the reliability and validity of the six emotion questions, and assessed their variability across activities. Using principal component analysis, we assessed the associations among items and obtained two activity-level components with Cronbach's alphas of 0.68 and 0.59 and two respondent-level components with Cronbach's alphas of 0.74 and 0.65. To test validity, we regressed self-rated health on the underlying components and socio-demographic controls. Both of the respondent level components were significantly associated with better health (odds ratio 1.81, 1.27). Using each of the perceptions individually, we found that happiness, meaningfulness, and lack of fatigue, stress, and pain were related to better health, but none as strongly as the first component. Finally, we examined the coefficients of variation to assess the variability in the well-being measures across activities. Measurement implications and limitations of this study are discussed.
作为制定普遍可接受的情感幸福衡量标准的更广泛调查的一部分,时间日记调查测试了几种在日记记录日测量主观幸福感的方法。作为时间日记调查中对每项报告活动仅问一个问题的标准方法的替代方案,美国时间使用调查2010年模块针对三项活动询问了六个情感问题。感知问题捕捉了受访者在7分制量表上感到多幸福、有意义、悲伤、疲惫、有压力或疼痛。为了评估这种方法,我们的研究检验了这六个情感问题的信度和效度,并评估了它们在各项活动中的变异性。使用主成分分析,我们评估了各项目之间的关联,得到了两个活动层面的成分,其克朗巴哈系数分别为0.68和0.59,以及两个受访者层面的成分,其克朗巴哈系数分别为0.74和0.65。为了检验效度,我们将自评健康状况对潜在成分和社会人口统计学控制变量进行回归分析。两个受访者层面的成分均与更好的健康状况显著相关(优势比分别为1.81和1.27)。单独使用每个感知问题时,我们发现幸福、有意义以及没有疲劳、压力和疼痛与更好的健康状况相关,但都不如第一个成分那么强烈。最后,我们检验了变异系数以评估幸福感测量在各项活动中的变异性。本文讨论了该研究的测量意义和局限性。