title: Income-related reporting heterogeneity in self-assessed health: evidence from France.
abstract: This paper tests for income-related reporting heterogeneity in self-assessed health (SAH). It also constructs a synthetic measure of clinical health to decompose the effect of income on SAH into an effect on clinical health (which is called a health production effect) and a reporting heterogeneity effect. We find health production effects essentially for low-income individuals, and reporting heterogeneity for the choice between the medium labels, i.e. 'fair' vs 'good' and for high-income individuals. As such, SAH should be used cautiously for the assessment of income-related health inequalities in France. It is however possible to minimize the reporting heterogeneity bias by converting SAH into a binary variable for poor health vs other health statuses.
authors.affiliation: INRA - CORELA, HEDG and PSE (CNRS-EHESS-ENPC-ENS), Paris, France.
authors.forename: Fabrice
authors.initials: F
authors.lastname: Etilé
authors.forename: Carine
authors.initials: C
authors.lastname: Milcent
mesh_terms: D000328:Adult; D005260:Female; D005602:France; D006304:Health Status; D006306:Health Surveys; D006801:Humans; D007182:Income; D008297:Male; D008875:Middle Aged; D015233:Models, Statistical; D012650:Self Disclosure