Akachi Yoko, Canning David
UNU WIDER, Katajanokanlaituri 6 B, FI-00160 Helsinki, Finland.
Harvard T.H. Chan School of Public Health, Department of Global Health and Population, 665 Huntington Avenue, SPH I 1211, Boston, MA 02115, United States.
Econ Hum Biol. 2015 Dec;19:114-28. doi: 10.1016/j.ehb.2015.08.005. Epub 2015 Sep 4.
Average adult height is a physical measure of the biological standard of living of a population. While the biological and economic standards of living of a population are very different concepts, they are linked and may empirically move together. If this is so, then cohort heights can also be used to make inferences about the economic standard of living and health of a population when other data are not available. We investigate how informative this approach is in terms of inferring income, nutrition, and mortality using data on heights from developing countries over the last 50 years for female cohorts born 1951-1992. We find no evidence that the absolute differences in adult height across countries are associated with different economic living standards. Within countries, however, faster increases in adult cohort height over time are associated with more rapid growth of GDP per capita, life expectancy, and nutritional intake. Using our instrumental variable approach, each centimeter gain in height is associated with a 6% increase in income per capita, a reduction in infant mortality of 7 per thousand (or an 1.25 year increase in life expectancy), and an increase in nutrition of 64 calories and 2 grams of protein per person per day relative to the global trend. We find that increases in cohort height can predict increases in income even for countries not used in the estimation of the relationship. This suggests our approach has predictive power out of sample for countries where we lack income and health data.
成年人的平均身高是衡量一个群体生物生活水平的一项身体指标。虽然一个群体的生物生活水平和经济生活水平是截然不同的概念,但它们相互关联,在经验上可能会同步变化。倘若如此,那么在缺乏其他数据时,同批出生者的身高也可用于推断一个群体的经济生活水平和健康状况。我们利用1951年至1992年出生的女性群体在过去50年里来自发展中国家的身高数据,研究这种方法在推断收入、营养和死亡率方面的信息量有多大。我们没有发现证据表明各国成年人身高的绝对差异与不同的经济生活水平相关。然而,在各国国内,成年群体身高随时间的更快增长与人均国内生产总值、预期寿命和营养摄入量的更快增长相关。使用我们的工具变量方法,身高每增加一厘米,人均收入会增加6%,婴儿死亡率每千人降低7例(或预期寿命增加1.25年),相对于全球趋势,每人每天的营养摄入量会增加64卡路里和2克蛋白质。我们发现,即使对于未用于估计这种关系的国家,群体身高的增加也能预测收入的增加。这表明我们的方法对于缺乏收入和健康数据的国家具有样本外预测能力。