Have Econometric Analyses of Happiness Data Been Futile? A Simple Truth about Happiness Scales
Le-Yu Chen (),
Ekaterina Oparina (),
Nattavudh Powdthavee () and
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Le-Yu Chen: Academia Sinica
Ekaterina Oparina: University of Surrey
Nattavudh Powdthavee: University of Warwick
No 12152, IZA Discussion Papers from Institute of Labor Economics (IZA)
Econometric analyses in the happiness literature typically use subjective well-being (SWB) data to compare the mean of observed or latent happiness across samples. Recent critiques show that com-paring the mean of ordinal data is only valid under strong assumptions that are usually rejected by SWB data. This leads to an open question whether much of the empirical studies in the economics of happiness literature have been futile. In order to salvage some of the prior results and avoid future issues, we suggest regression analysis of SWB (and other ordinal data) should focus on the median ra-ther than the mean. Median comparisons using parametric models such as the ordered probit and logit can be readily carried out using familiar statistical softwares like STATA. We also show a previously as-sumed impractical task of estimating a semiparametric median ordered-response model is also possi-ble by using a novel constrained mixed integer optimization technique. We use GSS data to show the famous Easterlin Paradox from the happiness literature holds for the US independent of any paramet-ric assumption.
Keywords: ordered-response model; mixed-integer optimization; median regression; subjective well-being (search for similar items in EconPapers)
JEL-codes: C24 C61 I31 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-dcm, nep-hap, nep-hpe and nep-ltv
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Working Paper: Have Econometric Analyses of Happiness Data Been Futile? A Simple Truth About Happiness Scales (2019)
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