Evidence map›Paper›PMID 39916717›Full record

ArticleFrontiers in public health2025

Factors influencing health service utilization among 19,869 China's migrant population: an empirical study based on the Andersen behavioral model.

Yalin Song, Jingru Liu, Shuming Yan, Mingze Ma, Clifford Silver Tarimo, Yiyang Chen, Yanhong Lai, Xinghong Guo, Jian Wu, Beizhu Ye

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

10 authors.

Yalin Song *College of Public Health, Zhengzhou University, Zhengzhou, China.
Jingru Liu *College of Public Health, Zhengzhou University, Zhengzhou, China.
Shuming YanCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Mingze MaCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Clifford Silver TarimoCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Yiyang ChenCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Yanhong LaiCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Xinghong GuoCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Jian WuCollege of Public Health, Zhengzhou University, Zhengzhou, China.
Beizhu YeCollege of Public Health, Zhengzhou University, Zhengzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: With the surge in population migration across China, particularly from rural to urban regions, the migrant population encounters unique challenges in accessing healthcare services. This study addresses the gap in health service utilization among migrants, specifically examining their engagement with basic public health services and the factors that impact these interactions. Methods: In the year 2023, a cross-sectional survey was carried out among 19,869 migrants in China, employing a multi-stage stratified sampling technique for participant recruitment. The analysis was guided by the Andersen Health Service Utilization Model, examining predisposing, enabling, and needing factors related to health service utilization. Chi-square test and multivariate logistic regression were used to explore the group difference and the associations between demographic characteristics and utilization of health service. Results: The study revealed significant underutilization of health services among the migrant communities, with only a minority having established health records or engaged with family doctors. Additionally, there existed a notable disparity in health education and the proactive pursuit of health knowledge. Age, gender, educational level, socioeconomic status, employment status, and proximity to healthcare facilities significantly influenced health service utilization. Notably, healthier lifestyle choices correlated with the increased involvement in health services. Conclusion: The findings highlight a substantial need for targeted health policy interventions and healthcare system reforms to enhance the accessibility and utilization of health services among the migrant population in China. Promoting education on health services, improving healthcare infrastructure, and addressing the unique needs and barriers encountered by migrants are crucial measures for achieving equitable health outcomes.

Indexed as

Patient Acceptance of Health CareTransients and MigrantsAdolescentAdultChinaCross-Sectional StudiesFemaleHealth Services AccessibilityHumansMaleMiddle AgedSocioeconomic FactorsSurveys and QuestionnairesYoung AdultAnderson modelhealth service utilizationlifestylemigrant populationpublic health

Identifiers

PMID39916717
PMCPMC11798976

What OpenQuestion 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 OpenQuestion graph.