Evidence map›Paper›PMID 37887487›Full record

ArticleBehavioral sciences (Basel, Switzerland)2023

Educational Mismatch and Workers' Fertility Intentions: Evidence from China.

Zizhe Zhang, Nan Zhao, Wanqing Liao, Hounan Chen

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. Article
  2. 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.

Zizhe ZhangSchool of Statistics, Beijing Normal University, Beijing 100875, China.
Nan ZhaoSchool of Statistics, Beijing Normal University, Beijing 100875, China.
Wanqing LiaoSchool of Statistics, Beijing Normal University, Beijing 100875, China.ORCID 0000-0002-5132-8466
Hounan ChenSchool of Statistics, Beijing Normal University, Beijing 100875, China.

Funding

National Social Science Fund of China 22FTJB001
6 · The paper itself

Abstract

This paper focuses on the impact of the educational mismatch on workers' fertility intentions and explores the underlying mechanisms. Empirical research based on the China Family Panel Survey (CFPS) data shows that undereducation has a negative effect on the fertility intentions of women aged 18-35, whereas overeducation reports no effect, a finding that remains stable in the robustness test and the IV model. An explanation for this phenomenon is that undereducated female workers have a wage premium and higher expectations of career development, which implies a greater opportunity cost of fertility. The heterogeneity analysis shows that women with low socio-economic status, especially those who are less educated, from low-income households, and who are employed in the private sector, are more affected. It is therefore necessary to reduce the substitution risk in the labor market for this group and to lighten the fertility burden and pressure on women.

Indexed as

childbearing opportunity costeducational mismatchfertility intention

Identifiers

PMID37887487
PMCPMC10603843

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.