Analyzing Subjective Well-Being Data with Misclassification
نویسندگان
چکیده
We use novel nonparametric techniques to test for the presence of nonclassical measurement error in reported life satisfaction (LS) and study potential effects from ignoring it. Our dataset comes Wave 3 UK Understanding Society that is surveyed 35,000 British households. finds evidence LS entire as well 26 out 32 socioeconomic subgroups sample. estimate joint distribution latent nonparametrically order understand mis-reporting behavior. show this can then be used parametric models LS. find bias not severe enough distort main drivers But there an important difference policy relevant. women tend over-report their relative men. This may help explain gender puzzle questions why are reportedly happier than men despite being worse off objective outcomes such income employment.
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ژورنال
عنوان ژورنال: Journal of Business & Economic Statistics
سال: 2021
ISSN: ['1537-2707', '0735-0015']
DOI: https://doi.org/10.1080/07350015.2020.1865169