Evidence map›Paper›PMID 39516739›Full record

ArticleBMC public health2024

The impact of internet medical service on rural gender inequality in health opportunity: a cross-sectional study.

Jingjing Jia, Changli Jia, Xiang Zhang, Panpan Ren, Mengyao Chen, Jinglin Xu

Abstract read
In one paragraph

Article in BMC public health, 2024. 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

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

3 citing papers in PubMed.

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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

6 authors.

Jingjing JiaSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Changli JiaSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Xiang ZhangSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China. zhangchxiang@163.com.
Panpan RenSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Mengyao ChenSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Jinglin XuSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe increasing popularity of Internet medical service may have alleviated the gender inequality in health opportunity faced by rural women. However, research to ascertain the association between Internet medical service and gender inequality in health opportunity is scarce. This study explored the impact of Internet medical service on gender inequality in health opportunity among rural women and the underlying mechanisms involved.

methodsA multistage stratified cross-sectional survey was conducted across six counties in three provinces in China, yielding 3,108 responses for a 97.13% response rate. The questionnaire was used to collect information on Internet healthcare use, health status, health behaviors, social activities and personal exercise, chronic disease status, and demographic and socio-economic characteristics of the participants. Based on Roemer's theory of equality of opportunity (EOP), we established a decomposition strategy for the fairness gap between genders, which we used for the measurement of the gender inequality in health opportunity Fixed effects models, propensity score matching (PSM), and least absolute shrinkage and selection operator (LASSO) regression were utilized to explore the impact of Internet medical service on rural gender inequality in health opportunity.

resultsOn average, rural women experienced a gender health fairness gap of 1.63. Internet medical service significantly mitigated this inequality (β = -0.0602, P = 0.0002), and this finding remained significant across propensity score matching (PSM) and LASSO regression analyses. Mechanistic analysis revealed that human capital positively moderates this effect (β = -0.0510, P < 0.01), while income (β = 0.0370, P < 0.001) and marital status (β = 0.2039, P < 0.001) have negative moderating effects.

conclusionsBy focusing on gender inequality in the digital era, this study highlights the mitigating role of Internet medical service on gender inequality in health opportunity in rural areas. This study proposes and validates the mechanisms through which Internet medical service alleviates gender inequality in health opportunity, suggesting that human capital amplifies this effect, while high personal income and marital status attenuate this effect. These findings contribute to understanding how the digital age can narrow gender health opportunity equality, providing support for future interventions aimed at promoting health equity and gender equality.

Indexed as

InternetRural PopulationAdultChinaCross-Sectional StudiesFemaleGender EquityHumansMaleMiddle AgedSocioeconomic FactorsSurveys and QuestionnairesYoung AdultGender equalityHealth opportunityHuman capitalIncomeInternet medical serviceMarital status

Identifiers

PMID39516739
PMCPMC11545802

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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.