Evidence map›Paper›PMID 41559611›Full record

ArticleBMC public health2026

Converging fertility trajectories across developed countries, 2010-2020: implications for public health policy.

Chaoliang Zhang, Fangyu He, Wenjuan Zhao, Runyao Zhang, Mingxia Gao

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

5 authors.

Chaoliang ZhangFirst Clinical Medical School, Lanzhou University, Lanzhou, 730000, China.
Fangyu HeFirst Clinical Medical School, Lanzhou University, Lanzhou, 730000, China.
Wenjuan ZhaoFirst Clinical Medical School, Lanzhou University, Lanzhou, 730000, China.
Runyao ZhangFirst Clinical Medical School, Lanzhou University, Lanzhou, 730000, China.
Mingxia GaoReproductive Medicine Center, The First Hospital of Lanzhou University, No. 1 Dong Gang Xi Road, Chengguan District, Lanzhou, Gansu, 730000, China. gaomx05@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFertility decline has emerged as a pervasive demographic challenge across developed countries. While demographic transition theory anticipates convergence toward similar fertility regimes, cross-national heterogeneity remains poorly understood. This study investigates fertility trends, regional differences, and convergence dynamics among developed countries over the past decade.

methodsWe conducted a comparative ecological time-series analysis using harmonized annual total fertility rate (TFR) data from the Human Fertility Database. 20 developed countries were grouped into five regions (Nordic, English-speaking, Western Europe, Southern Europe, and Eastern Europe). Ordinary least squares (OLS) models estimated annual fertility changes, with extended models controlling for GDP per capita (PPP) and female mean years of schooling. Between-region differences were assessed using ANOVA and Kruskal–Wallis tests, and convergence was evaluated by annual coefficients of variation (CV). Extended analyses incorporated 36 developed countries and 8 MENA nations to examine global consistency.

resultsFertility declined across nearly all regions except Eastern Europe, which exhibited a modest rebound. The steepest reductions occurred in the Nordic (β ≈ −0.037) and English-speaking (β ≈ −0.029) regions, while Western and Southern Europe remained persistently low. Extended OLS models confirmed that these declines were structural rather than cyclical. The CV decreased markedly, indicating moderate convergence across developed countries, although Eastern Europe’s recovery introduced slight regional divergence in trend directions. During the COVID-19 period, fertility declined further in most regions but continued to a mild upward trend in Eastern Europe.

conclusionFertility levels across developed regions have gradually converged toward similarly low values, yet trend directions diverged, most regions continued to decline, while Eastern Europe rebounded modestly. This dual pattern reflects shared structural constraints alongside region-specific policy responses. Sustained demographic resilience will require coherent, long-term family policies that promote gender equality, work–family compatibility, and childcare affordability rather than short-term pronatalist measures.

Indexed as

Birth RateDeveloped CountriesFertilityHealth PolicyPopulation DynamicsEuropeFemaleHumansConvergenceCross-national comparisonFertilityPublic healthTFR declineTotal fertility rate

Identifiers

PMID41559611
PMCPMC12895726

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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.