2010
DOI: 10.1016/j.joep.2009.08.009
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Understanding fixed effects in human well-being

Abstract: In studies of subjective well-being, economists and other researchers typically use a fixed or random effect estimation to control for unobservable heterogeneity across individuals. Such individual heterogeneity, although substantially reducing the estimated effect of many characteristics, is little understood. This paper shows that personality measures can account for 20% of this heterogeneity and a further 13% can be accounted for by other observable between-person information. This paper then demonstrates t… Show more

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Cited by 72 publications
(66 citation statements)
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“…As indicated by and Lani (2016), psychological factors, personality in particular, are also the key drivers for people's life satisfaction [71]. Similarly, Boyce (2010) suggests that these personality traits may serve to explain previously unobserved heterogeneity that might confound the effects of various explanatory variables on people's life satisfaction [72]. Therefore, the "Big Five", commonly known as the connotation of an individual's personality, is introduced into models of Equations (1) and (2).…”
Section: Variable Identificationsmentioning
confidence: 91%
“…As indicated by and Lani (2016), psychological factors, personality in particular, are also the key drivers for people's life satisfaction [71]. Similarly, Boyce (2010) suggests that these personality traits may serve to explain previously unobserved heterogeneity that might confound the effects of various explanatory variables on people's life satisfaction [72]. Therefore, the "Big Five", commonly known as the connotation of an individual's personality, is introduced into models of Equations (1) and (2).…”
Section: Variable Identificationsmentioning
confidence: 91%
“…As discussed by Boyce (2010), the role of unobserved personal characteristics, such as personality traits, is crucial with a subjective dependent variable. If these factors -as captured by the term α in equation (2) -are correlated with other regressors (E( it , x it ) = 0), then a fixed effects specification would be preferred.…”
Section: Econometric Specificationsmentioning
confidence: 99%
“…Despite the yet inconclusive discussion on the stability of the personality traits, inclusion of the measures of personality traits in the economic analysis is very important in different respects. First, personality measures are useful to control for unobserved individual heterogeneity (Boyce, 2010;Anand et al, 1991). Second, as emphasized by Carneiro & Heckman (2004) and given that this literature is relatively new, these studies are essential to shedding light on the importance of personality in determining economic outcomes.…”
Section: Personality Traits and Previous Findingsmentioning
confidence: 99%