Evidence map›Paper›PMID 41017317›Full record

ArticleHealth policy and planning2026

Impact of the Family Doctor Contracting System on unmet healthcare needs in Shandong Province, China.

Jialong Tan, Jian Wang, Lingxuan Xu, Peilong Li, Jingjie Sun, Chen Chen

Abstract read
In one paragraph

Article in Health policy and planning, 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

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

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

6 authors.

Jialong TanDong Fureng Institute of Economic and Social Development, Wuhan University, Wuhan, Hubei Province 430072, China.
Jian WangDong Fureng Institute of Economic and Social Development, Wuhan University, Wuhan, Hubei Province 430072, China.
Lingxuan XuDepartment of Health Policy, London School of Economics and Political Science, London WC2A 2AE, United Kingdom.
Peilong LiMedical Management Service Center, Shandong Health Commission  , Jinan, Shandong Province 250014, China.
Jingjie SunMedical Management Service Center, Shandong Health Commission  , Jinan, Shandong Province 250014, China.
Chen ChenDepartment of Global Health, School of Public Health, Wuhan University, Wuhan, Hubei Province 430071, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unmet healthcare needs are a significant concern in China, possibly due to the underutilization of primary healthcare services. Patients disproportionately seek tertiary hospital services, reflecting the historical underinvestment in community healthcare and a weak referral system. This misallocation of medical resources burdens the capacity of tertiary hospitals and limits access to necessary healthcare. To address this, the Family Doctor Contracting System (FDCS) was introduced to enhance community health services and reduce unmet healthcare needs. This study empirically analyzes the impact of the FDCS on unmet healthcare needs using data from the 2018 National Health Service Survey in Shandong Province, which included 27 447 individuals aged ≥18 years. An entropy balancing method was employed to address self-selection bias. Logistic regression results show that individuals contracted with family doctors (FDs) are associated with a 1.6% lower probability of experiencing unmet outpatient healthcare needs compared to those who did not participate, although the FDCS had no significant impact on unmet inpatient needs. A potential mechanism is that the FDCS has improved the accessibility of outpatient services. We found that signing up with FDs reduced the likelihood of citing inaccessibility as the main reason for unmet outpatient care needs by 43.7 percentage points, while the impact on unacceptability and unavailability was relatively more minor at 0.5 percentage points. The findings highlight the effectiveness of the FDCS in enhancing the role of primary care and improving access to healthcare. Future policy initiatives should focus on promoting the benefits of the FDCS and encouraging utilization of the FD service while strengthening community-based primary care by providing adequate infrastructure, resources, and training.

Indexed as

Contract ServicesHealth Services AccessibilityHealth Services Needs and DemandPhysicians, FamilyAdolescentAdultAgedChinaFemaleHumansMaleMiddle AgedPrimary Health CareYoung Adultentropy balancingFamily Doctor Contracting Systemunmet healthcare needs

Identifiers

PMID41017317
PMCPMC12828699

What OpenQuestion holds

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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.