Evidence map›Paper›PMID 36822814›Full record

ArticleBMJ open2023

Does increasing physician volume in primary healthcare facilities under the hierarchical medical system help reduce hospital service utilisation in China? A fixed-effects analysis using province-level panel data.

Xiaotong Li, Huiwen Xu, Fang Du, Bin Zhu, Pei Xie, Hankun Wang, Xinxin Han

Abstract read
In one paragraph

Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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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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

8 citing papers in PubMed.

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  5. Development and validation of the healthcare access barrier scale (HABS).International journal for equity in health · 2025
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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

7 authors.

Xiaotong LiDivision of Public Policy, Hong Kong University of Science and Technology, Kowloon, Hong Kong.ORCID 0000-0002-0184-0779
Huiwen XuDepartment of Population Health and Health Disparities, University of Texas Medical Branch, Galveston, Texas, USA.
Fang DuShenzhen Health Development Research and Data Management Center, Shenzhen, China.
Bin ZhuSchool of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, China.
Pei XieSchool of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, China.
Hankun WangDepartment of Public and International Affairs, City University of Hong Kong, Hong Kong, Hong Kong.
Xinxin HanSchool of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, China hanxx@sustech.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo examine whether increases in physician volume in primary healthcare facilities are associated with reduced utilisation of hospital outpatient and inpatient services after China facilitated the establishment of the hierarchical medical system.

designWe used a two-way fixed-effects regression to examine the association between the annual number of physicians in primary healthcare facilities and that of patient visits per physician, inpatient admissions and total expenses per outpatient visit in public hospitals during 2010-2014 and 2015-2019. Variables were log transformed to ensure the normal distribution of the data.

settingProvince-level data of all 31 provinces in mainland China from 2010 to 2019 were collected from the China Health Statistics Yearbook published by the China Health Commission.

participantsAll 31 provinces in mainland China. PRIMARY AND SECONDARY OUTCOME MEASURES: The annual number of outpatient visits per physician, hospital admission and total expenses per outpatient visit in public hospitals.

resultsDuring 2015-2019, we found that, on average, a 1% increase in the number of primary healthcare physicians was accompanied by a 0.19% (95% CI -0.33% to -0.05%) reduction in the annual number of visits per physician in public hospitals, and a 0.31% (95% CI -0.52% to -0.10%) reduction in patient visits in city-administered hospitals. No significant associations were found between 2010 and 2014. We also did not observe any significant associations between primary healthcare physician volume and hospital admissions or outpatient expenses during neither 2010-2014 and 2015-2019.

conclusionsIn the context of the hierarchical medical system, enhancing physician volume in primary healthcare facilities helps reduce outpatient visits in public hospitals, especially city-administered hospitals. However, more efforts are required to be continuously made to improve primary healthcare capacity to avoid preventable hospital admissions and outpatient expenses.

Indexed as

Hospitals, PublicPhysiciansChinaHospitalizationHumansPrimary Health CareHealth economicsHealth policyPRIMARY CARE

Identifiers

PMID36822814
PMCPMC9950906

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