This paper examines the impact of overweight family members on weight outcomes of Italian children aged 6 to 14 years. We use an original dataset matching the 2012 cross sections of the Italian Multipurpose Household Survey and the Household Budget Survey. Since the identification of within-family peer effects is known to be challenging, we implement our analysis on a partially identified model using inferential procedures recently introduced in the literature and based on standard Bayesian computation methods. We find evidence of a strong, positive effect of both overweight peer children in the family and of overweight adults on children weight outcomes. The impact of overweight peer children in the household is larger than the impact of adults. In particular, the estimated confidence sets associated to the peer children variable is positive with upper bound around one or larger, while the confidence sets for the parameter associated to obese adults often include zero and have upper bound that rarely is larger than one.

Crudu, F., Neri, L., Tiezzi, S. (2021). Family Ties and Child Obesity in Italy. ECONOMICS AND HUMAN BIOLOGY, 40 [10.1016/j.ehb.2020.100951].

Family Ties and Child Obesity in Italy

Federico Crudu
Membro del Collaboration Group
;
Laura Neri;Silvia Tiezzi
2021-01-01

Abstract

This paper examines the impact of overweight family members on weight outcomes of Italian children aged 6 to 14 years. We use an original dataset matching the 2012 cross sections of the Italian Multipurpose Household Survey and the Household Budget Survey. Since the identification of within-family peer effects is known to be challenging, we implement our analysis on a partially identified model using inferential procedures recently introduced in the literature and based on standard Bayesian computation methods. We find evidence of a strong, positive effect of both overweight peer children in the family and of overweight adults on children weight outcomes. The impact of overweight peer children in the household is larger than the impact of adults. In particular, the estimated confidence sets associated to the peer children variable is positive with upper bound around one or larger, while the confidence sets for the parameter associated to obese adults often include zero and have upper bound that rarely is larger than one.
Crudu, F., Neri, L., Tiezzi, S. (2021). Family Ties and Child Obesity in Italy. ECONOMICS AND HUMAN BIOLOGY, 40 [10.1016/j.ehb.2020.100951].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11365/1121496