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模型比较方法为生育率下降的经济模型提供了更强有力的支持。

A model comparison approach shows stronger support for economic models of fertility decline.

机构信息

Department of Anthropology, University of Missouri, Columbia, MO 65211-1440, USA.

出版信息

Proc Natl Acad Sci U S A. 2013 May 14;110(20):8045-50. doi: 10.1073/pnas.1217029110. Epub 2013 Apr 29.

Abstract

The demographic transition is an ongoing global phenomenon in which high fertility and mortality rates are replaced by low fertility and mortality. Despite intense interest in the causes of the transition, especially with respect to decreasing fertility rates, the underlying mechanisms motivating it are still subject to much debate. The literature is crowded with competing theories, including causal models that emphasize (i) mortality and extrinsic risk, (ii) the economic costs and benefits of investing in self and children, and (iii) the cultural transmission of low-fertility social norms. Distinguishing between models, however, requires more comprehensive, better-controlled studies than have been published to date. We use detailed demographic data from recent fieldwork to determine which models produce the most robust explanation of the rapid, recent demographic transition in rural Bangladesh. To rigorously compare models, we use an evidence-based statistical approach using model selection techniques derived from likelihood theory. This approach allows us to quantify the relative evidence the data give to alternative models, even when model predictions are not mutually exclusive. Results indicate that fertility, measured as either total fertility or surviving children, is best explained by models emphasizing economic factors and related motivations for parental investment. Our results also suggest important synergies between models, implicating multiple causal pathways in the rapidity and degree of recent demographic transitions.

摘要

人口转变是一个正在进行的全球现象,在这个现象中,高生育率和高死亡率被低生育率和低死亡率所取代。尽管人们对人口转变的原因,尤其是生育率下降的原因非常感兴趣,但推动人口转变的潜在机制仍存在很大争议。文献中充斥着相互竞争的理论,包括强调以下几点的因果模型:(i) 死亡率和外在风险;(ii) 投资自己和孩子的经济成本和收益;(iii) 低生育率社会规范的文化传播。然而,要区分这些模型,需要比迄今为止发表的更全面、控制更好的研究。我们使用来自最近实地调查的详细人口数据,确定哪些模型能对孟加拉国农村最近迅速发生的人口转变做出最合理的解释。为了严格比较模型,我们使用了一种基于证据的统计方法,该方法使用了源自似然理论的模型选择技术。这种方法使我们能够量化数据对替代模型的相对证据,即使模型预测不相互排斥。结果表明,生育率(以总生育率或存活子女数衡量)最好用强调经济因素和相关父母投资动机的模型来解释。我们的结果还表明,模型之间存在重要的协同作用,这表明在最近人口转变的速度和程度方面存在多种因果途径。

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