Department of Economics and Statistics, University of Siena, Piazza San Francesco, 7/8, 53100 Siena, Italy; CRENoS, Cagliari, Italy.
Department of Economics and Statistics, University of Siena, Piazza San Francesco, 7/8, 53100 Siena, Italy.
Econ Hum Biol. 2021 Jan;40:100951. doi: 10.1016/j.ehb.2020.100951. Epub 2020 Nov 25.
This paper examines the impact of overweight family members on weight outcomes of Italian children aged 6-14 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.
本文考察了超重家庭成员对意大利 6-14 岁儿童体重状况的影响。我们使用了一个原始数据集,该数据集匹配了 2012 年意大利多用途家庭调查和家庭预算调查的横断面数据。由于在家庭内识别同伴效应具有挑战性,我们在部分识别模型上进行了分析,该模型使用了文献中最近引入的推理程序,并基于标准贝叶斯计算方法。我们发现超重同伴儿童和超重成年人对儿童体重状况都有很强的正向影响。家庭中超重同伴儿童的影响大于成年人的影响。具体来说,与同伴儿童变量相关的估计置信区间是正的,上限约为 1 或更大,而与肥胖成年人相关参数的置信区间通常包括 0,上限很少大于 1。