Nuffield College and Department of Sociology, University of Oxford, Oxford, UK.
Hum Reprod. 2021 Sep 18;36(10):2782-2792. doi: 10.1093/humrep/deab158.
Is there a negative relationship, as predicted in the Trivers-Willard hypothesis (TWH), between the intensity of maternal stress and sex ratio at birth (SRB)?
Using a comprehensive data set with multiple indicators of maternal stress, most measures of stress show no statistically significant association with SRB over a period spanning 243 years, indicating no support for the TWH.
Evolutionary biologists have proposed a widely discussed hypothesis that women in poor and stressful conditions during pregnancy are more likely to give birth to girls, and exposure to stressful events may therefore lead to a reduction in sex (male-to-female) ratio at birth. The empirical evidence so far is mixed.
STUDY DESIGN, SIZE, DURATION: Annual time series data, spanning 243 years between 1749 and 1991 for Sweden at the national level, were drawn from multiple sources. The outcome is defined as the percentage of male births relative to all births in Sweden in a given year. The covariates include a set of economic and climatic variables as proxies for maternal stress.
PARTICIPANTS/MATERIALS, SETTING, METHODS: We conduct a series of ARIMA (autoregressive integrated moving average) models to examine the relationship between maternal stress and SRB during three periods: 1749-1991, 1749-1861 and 1862-1991.
In 1749-1991, economic proxies for maternal stress showed no statistically significant association with SRB. In 1749-1861, two indicators were significantly associated with SRB, but the coefficients were opposite in direction to the TWH. In 1862-1991, five out of six covariates showed no significant association with SRB. An additional analysis found no significant correlation between sex ratio of stillbirths and all covariates in 1862-1991. Our results are incompatible with the TWH and suggest that previous findings in support of the TWH are not robust.
LIMITATIONS, REASONS FOR CAUTION: This study provides population-level evidence that may not necessarily reflect the nature of all individuals due to the ecological fallacy. The time series analysed in this study are annual data, and we cannot examine the potential seasonality due to the lack of disaggregated monthly data. Our findings may not be generalised to the contexts of extreme maternal stress conditions such as famine and war.
The results from existing studies in this topic may be speculative, and additional research with more comprehensive design, data and covariates is needed to reconsider the robustness of previous findings.
STUDY FUNDING/COMPETING INTEREST(S): The author receives no external funding and has no conflict of interest to declare.
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母体应激强度与出生性别比(SRB)之间是否存在如特里弗斯-威拉德假说(TWH)所预测的负相关关系?
使用具有母体应激多种指标的综合数据集,大多数应激指标在跨越 243 年的时间段内与 SRB 之间没有统计学上显著的关联,这表明 TWH 没有得到支持。
进化生物学家提出了一个广泛讨论的假说,即孕妇在怀孕期间处于贫困和压力环境中更有可能生下女孩,因此接触压力事件可能会导致出生时的性别(男性与女性)比例降低。到目前为止,实证证据是混杂的。
研究设计、大小和持续时间:瑞典全国层面的 1749 年至 1991 年期间的年度时间序列数据来自多个来源。结果定义为瑞典某一年男性出生比例与所有出生比例的百分比。协变量包括一组经济和气候变量,作为母体应激的替代指标。
参与者/材料、设置、方法:我们进行了一系列自回归综合移动平均(ARIMA)模型,以检验母体应激与 SRB 之间的关系,分为三个时期:1749-1991 年、1749-1861 年和 1862-1991 年。
在 1749-1991 年期间,母体应激的经济替代指标与 SRB 之间没有统计学上显著的关联。在 1749-1861 年期间,有两个指标与 SRB 显著相关,但系数与 TWH 的方向相反。在 1862-1991 年期间,六个协变量中有五个与 SRB 没有显著关联。进一步的分析发现,1862-1991 年期间,死产性别比与所有协变量之间没有显著相关性。我们的结果与 TWH 不一致,表明之前支持 TWH 的发现并不稳健。
局限性、谨慎的原因:本研究提供了人群水平的证据,由于生态谬误,这些证据可能不一定反映所有个体的性质。本研究分析的时间序列是年度数据,由于缺乏分解的月度数据,我们无法检查潜在的季节性。我们的研究结果可能不适用于母体应激极端情况(如饥荒和战争)的情况。
该主题现有研究的结果可能是推测性的,需要进行更全面的设计、数据和协变量的额外研究,以重新考虑之前发现的稳健性。
作者没有接受外部资金,也没有利益冲突需要声明。
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