Evidence map›Paper›PMID 35966357›Full record

ArticleEuropean journal of population = Revue europeenne de demographie2022

Childlessness and Development in Sub-Saharan Africa: Is There Evidence for a U-shaped Pattern?

Florianne C J Verkroost, Christiaan W S Monden

Abstract read
In one paragraph

Article in European journal of population = Revue europeenne de demographie, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. High rates of polygyny do not lock large proportions of men out of the marriage market.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  2. Article
  3. Article
  4. Article
  5. Male Fertility and Internal Migration in Rural and Urban Sub-Saharan Africa.European journal of population = Revue europeenne de demographie · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Florianne C J VerkroostNuffield College and Department of Sociology, University of Oxford, Oxford, England.ORCID https://orcid.org/0000-0003-4664-3557
Christiaan W S MondenNuffield College, Department of Sociology and Leverhulme Centre for Demographic Science, University of Oxford, Oxford, England.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In high-income countries, women increasingly remain permanently childless. Little is known about the relationship between childlessness and socioeconomic development in non-Western societies and particularly sub-Saharan Africa. At lower levels of development, poverty-driven (i.e., involuntary) childlessness may decrease with increases in levels of development, while at higher levels of development opportunity-driven (i.e., voluntary and circumstantial) childlessness may rise with development. Thus, we expect a U-shaped relationship between childlessness and development overall. We examine this idea for sub-Saharan Africa. We further contribute by differentiating between female and male childlessness; and between involuntary, voluntary and circumstantial childlessness. Moreover, we construct new indicators of subnational historical development to assess both inter- and intra-country variation, and distinguish between three components (health, education and income) to investigate the drivers behind the hypothesized U-shaped relationship. Using 291 Demographic and Health Surveys between 1986 and 2018 from 38 countries and 384 regions, we find a U-shaped relationship between female childlessness and development, and a linear relationship for men. The U-shape for women results from negative associations of female involuntary childlessness with health and educational advancements, combined with positive correlations of voluntary and circumstantial childlessness with education and income improvements. While these positive associations are stronger among men than women, the negative relationships of involuntary childlessness with health and education observed for women are absent for men, resulting in an overall positive and linear relationship between development and childlessness among men. Our findings have implications for how we might expect childlessness rates to evolve with future levels of development. Supplementary Information: The online version contains supplementary material available at 10.1007/s10680-022-09608-5.

Indexed as

ChildlessnessDemographic and Health SurveysDevelopmentFertilitySub-Saharan Africa

Identifiers

PMID35966357
PMCPMC9363553

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.