Evidence map›Paper›PMID 40514647›Full record

ArticleInternational journal for equity in health2025

The association between china's primary health care reform and inequalities in primary care utilisation and maternal mortality: a quasi-experimental longitudinal study from 2010 to 2019.

Chang Cai, Christopher Millett, Jin Xu, Yanshang Wang, Thomas Hone

Abstract read
In one paragraph

Article in International journal for equity in health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. [Disease burden and trends of preterm birth in China from 1990 to 2023].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2026
    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.

Chang CaiDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK. c.cai20@imperial.ac.uk.ORCID 0000-0003-0883-5021
Christopher MillettDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.
Jin XuChina Center for Health Development Studies, Peking University, Beijing, China.
Yanshang WangChina Center for Health Development Studies, Peking University, Beijing, China.
Thomas HoneDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChina's maternal health has substantial inequalities across regions, a similar challenge faced by many low- and middle-income countries. The Chinese government launched a comprehensive health reform since 2015 to deliver more affordable and equitable primary health care (PHC), with pregnant women being a priority group of beneficiaries. However, little is known about the impacts of this PHC reform on primary care utilisation among pregnant women or maternal health inequalities. This study aims to examine whether and how China's PHC reform affected primary care utilisation among pregnant women and maternity deaths differently across regions.

methodsThe study employed provincial-level panel data from the China Health Statistic Yearbook and China Statistic Yearbook (2010-2019). Reform implementation by province was identified using web-scrapping of 31 provincial government websites. Firstly, difference-in-differences method examined the reform impacts on visits to PHC facilities, the utilisation of family physician services and prenatal services, and the maternal mortality ratio (MMR). Secondly, fixed-effects panel regression models estimated the association between family physician service use, prenatal care and the MMR. Analyses were stratified by province human development index (HDI) to assess inequalities.

resultsThe introduction of China's PHC reform in a province was associated with increased utilisation of family physician services (59.7 per 10,000 people per year, 95% CI 32.8-86.5) and prenatal services (3.2% points per year, 95% CI 1.8-4.6) and reduced maternal death by 9.6 per 100,000 live births per year (95% CI 0.3-19.0) in low-HDI provinces. No reform impact was found in high-HDI provinces. In panel regression models for low-HDI provinces, with a 1.0% point increase in prenatal care utilisation and one increase in family physician visit per 100 people, maternal deaths would decrease by 1.4 (95% CI 0.2-2.5) and 2.4 (95% CI 1.4-3.5) per 100,000 live births per year, respectively. This association was not found in high-HDI provinces.

conclusionChina's PHC reforms and primary care utilisation were associated with reduction in MMR in less developed regions, suggesting contributions to lower inequalities in maternal health between regions. Community-level family physician services are likely effective for improving maternal health in high burden areas, but further system and quality improvements are needed in areas where maternal mortality is lower.

Indexed as

Healthcare DisparitiesHealth Care ReformMaternal MortalityPatient Acceptance of Health CarePrimary Health CareAdultChinaFemaleHumansLongitudinal StudiesPregnancySocioeconomic FactorsChinaLongitudinal studiesMaternal health inequalitiesPrimary health care

Identifiers

PMID40514647
PMCPMC12164202

What Socratic holds

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LicenceCC BY
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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 Socratic graph.