International School of Doctoral Studies, University of Murcia, Campus de Espinardo, 30100 Murcia, Spain.
IES Isaac Peral, Cartagena, Región de Murcia, Spain.
Econ Hum Biol. 2022 Dec;47:101157. doi: 10.1016/j.ehb.2022.101157. Epub 2022 Jul 6.
Season of birth correlates to a wide range of health conditions throughout life measured by anthropometrics. This study explores whether the month of birth and weather during gestation influence male adult height, based on Spain's rural population before the end of the modernization process.
The database of heights (N = 16.266) is composed of conscripts who reached the age of 21 between 1908 and 1985 (birth cohorts 1886-1965). The population sample has been taken from a municipality in inner Spain: Hellín, in the region of Castilla-La Mancha, mainly an agrarian area, with poor resources and low income until the 1970 s/1980 s. Two different methodologies have been implemented: a harmonic regression using sinusoidal covariables and a random forest model.
we find that being born at the end of the summer and during the autumn was favorable to height. The birth month with the highest statures is September, with heights 0.5 cm above the annual average and 0.9 cm above February, the birth month with the lowest average height. Furthermore, we can observe that rainfall and temperature during gestation had little additional influence due to a substitution effect with the birth month variable.
Our results suggest that the seasonal effects on height can be significant and that it can be partially affected by environmental factors during early life. Our findings could be of interest for low-income populations and developing rural societies.
出生季节与通过人体测量学测量的一生中的各种健康状况密切相关。本研究探讨了出生月份和孕期天气是否会影响男性成人身高,研究对象基于西班牙现代化进程结束前的农村人口。
身高数据库(N=16266)由 1908 年至 1985 年期间年满 21 岁的应征者组成(出生队列 1886-1965)。该人群样本取自西班牙中部的一个市镇:卡斯蒂利亚-拉曼恰地区的赫林,主要是一个农业区,直到 20 世纪 70 年代/80 年代之前资源匮乏,收入水平较低。我们采用了两种不同的方法:使用正弦协变量的谐波回归和随机森林模型。
我们发现,在夏末和秋季出生有利于身高。出生月份中身高最高的是 9 月,比平均身高高出 0.5 厘米,比平均身高最低的 2 月高出 0.9 厘米。此外,我们可以观察到,由于与出生月份变量的替代效应,孕期的降雨量和温度对身高的影响很小。
我们的研究结果表明,季节对身高的影响可能是显著的,并且可能部分受到生命早期环境因素的影响。我们的研究结果可能对低收入人群和发展中农村社会有意义。