Department of Economics, University of Victoria, Victoria, British Columbia, Canada.
Am J Hum Biol. 2018 Nov;30(6):e23138. doi: 10.1002/ajhb.23152. Epub 2018 Oct 4.
This article presents the first estimates of global associations between adult height and the distribution of income, and considers the roles of regional heterogeneity, heterogeneity across low- and high-income countries, and of infant mortality as a potential mediator.
Linear parametric and semiparametric regressions predicting mean height and sexual dimorphism in height are estimated using data on one cohort born in 1996 with height measured in 2016. Measurement error in income inequality is addressed using an instrumental variables method.
Across countries higher income per capita is strongly associated with higher mean height, and higher income inequality is associated with lower mean height after holding mean income constant. These relationships vary with mean income: at low incomes, higher mean income strongly predicts greater height but income inequality has no statistically significant effect, whereas for high-income countries, only higher income inequality predicts lower height, and only in Europe. Sexual dimorphism in height is positively associated with mean income at low incomes, but it is not related to income inequality.
Controlling for income inequality has modest effects on a positive height-income gradient. Greater inequality predicts lower height after holding income per capita constant, suggesting that mean height should be used with caution as a proxy for standard of living in some contexts. The extent to which these associations reflect causality running from economic conditions to height cannot be determined from these results.
本文首次估计了成人身高与收入分布之间的全球关联,并考虑了区域异质性、低收入和高收入国家之间的异质性以及婴儿死亡率作为潜在中介因素的作用。
使用 1996 年出生的一个队列的身高数据,采用线性参数和半参数回归预测平均身高和身高的性别二态性。使用工具变量方法解决收入不平等衡量中的测量误差。
在各国中,人均收入越高与平均身高越高密切相关,在保持平均收入不变的情况下,收入不平等程度越高与平均身高越低相关。这些关系随平均收入而变化:在低收入国家,较高的平均收入强烈预测更高的身高,但收入不平等没有统计学上显著的影响,而对于高收入国家,只有更高的收入不平等预测更低的身高,而且仅在欧洲。身高的性别二态性与低收入国家的平均收入呈正相关,但与收入不平等无关。
在控制收入不平等的情况下,对正身高-收入梯度的影响适度。在保持人均收入不变的情况下,更大的不平等程度预测更低的身高,这表明在某些情况下,平均身高作为生活水平的代表应该谨慎使用。从这些结果中,无法确定这些关联在多大程度上反映了从经济状况到身高的因果关系。