Litcius/Paper detail

Health Recommendations and Selection in Health Behaviors

Emily Oster

2020American Economic Review Insights60 citationsDOIOpen Access PDF

Abstract

Consider a case in which a new research finding links a health behavior with good health outcomes. A possible consequence is take-up of this behavior among individuals who engage in other positive health behaviors. If this occurs, later analyses of observational data may be biased by the change in selection. This paper evaluates these dynamic biases in empirical settings. Using data from vitamin supplementation and diet, I show that selection responds endogenously to health recommendations. These results highlight how spurious findings on health behaviors can be self-reinforcing. (JEL I12)

Topics & Concepts

Spurious relationshipObservational studySelection (genetic algorithm)Selection biasEconomicsHealth behaviorPsychologyPublic economicsEnvironmental healthMedicineComputer scienceArtificial intelligenceMachine learningPathologyConsumer Attitudes and Food LabelingObesity, Physical Activity, DietNutritional Studies and Diet