超重和肥胖是否影响自评健康?基于工具变量有序Probit模型的证据

Does Overweight and Obesity Impact on Self‐Rated Health? Evidence Using Instrumental Variables Ordered Probit Models

Health Economics · 2015
被引 42
人大 A-

中文导读

首次使用工具变量方法估计超重和肥胖对自评健康的因果影响,基于爱尔兰父母及其子女的大样本数据,发现肥胖有显著负向影响,超重影响可忽略。

Abstract

This paper, for the first time, presents estimates of the causal impact of overweight and obesity on self-rated health (SRH) using instrumental variables (IV) econometric methods. While a number of previous studies have sought to better understand the determinants of SRH, there is no consensus in relation to the impact of overweight and obesity. Using data from a large nationally representative sample of Irish parents and their children, we estimate a range of ordered probit models to isolate the causal effect of overweight and obesity on SRH. Our data includes independently and objectively recorded weight and height measures for parents and their children and we instrument for parental body mass index (BMI) status using the BMI of a biological child. After controlling for a range of individual, socioeconomic, health and lifestyle related variables, we find that being overweight has a negligible impact on SRH, while being obese has a practically and statistically significant negative impact on SRH, with these effects most pronounced for those who are most obese. We find only minor differences in these effects across gender. Copyright © 2015 John Wiley & Sons, Ltd.

肥胖自评健康工具变量有序Probit模型