Evidence map›Paper›PMID 40498461›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Parental mixed-gender preferences revealed by IVF twin births.

C Y Cyrus Chu, Chang-Ching Lin, Shih-Ting Lu, Ching-Yuan Kao

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. 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. Parental mixed-gender preferences revealed by IVF twin births.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

4 authors.

C Y Cyrus ChuInstitute of Economics, Academia Sinica, Taipei City 115024, Taiwan.ORCID 0000-0003-4180-6935
Chang-Ching LinDepartment of Economics, National Cheng Kung University, Tainan City 701410, Taiwan.ORCID 0000-0001-8471-7583
Shih-Ting LuDepartment of Economics, National Taiwan University, Taipei City 106319, Taiwan.
Ching-Yuan KaoInstitute of Economics, Academia Sinica, Taipei City 115024, Taiwan.

Funding

Academia Sinica (AS) AS-IA-109-H02
6 · The paper itself

Abstract

In vitro fertilization (IVF) affects human fertility by 1) increasing the probability of multiple births through the transfer of multiple embryos, 2) raising the proportion of dizygotic twins, which leads to a higher occurrence of one-boy-one-girl twins, and 3) enabling gender selection through preimplantation genetic screening (PGS) when parents have specific gender preferences. While the above-mentioned increase in multiple births is well documented, the impact on the twins' gender composition remains under-explored, partly because 2) and 3) are intertwined. This study uses millions of administrative observations from Taiwan to disentangle the effects of IVF on twin birth rates, gender composition, and parental preferences. Families are grouped by maternal age and family wealth across different periods, enabling a comparative analysis of socioeconomic and temporal factors. By examining the gender composition of first-born twins within these age-wealth-time groups, we can identify and test whether parents have gender preferences for one-boy-one-girl twins. Our empirical evidence reveals a significant increase in IVF adoption, particularly among older and wealthier mothers. The proportion of one-boy-one-girl twins among first-birth twins has risen from 20.42 to 41.86% over the past 30 y, and this proportion increases with wealth ranking, significantly exceeding expected ratios in the absence of gender preference. Parental gender preference contributed to approximately 10.95% of one-boy-one-girl twins among the wealthiest group, revealing a significant impact of parental preference on twin gender composition. These trends raise ethical and social concerns regarding reproductive technologies.

Indexed as

Fertilization in VitroParentsTwinsAdultFemaleHumansMaleMaternal AgePregnancyTaiwanTwins, Dizygoticdizygotic twinsin vitro fertilization (IVF)parental gender preferencestwin birth trendswealth disparities

Identifiers

PMID40498461
PMCPMC12184328

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LicenceCC BY-NC-ND
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Registered trials

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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.