Evidence map›Paper›PMID 41888811›Full record

ArticleBMC public health2026

Positive impacts of digital capital on self-rated health: reducing disparities across demographic groups with economic capital as a mediator.

Yi Gao, Hancheng Huang, Renjie Luo, Zihao Wang, Jun Huang

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yi Gao *Faculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China.
Hancheng Huang *Department of Accountancy, Economics and Finance, Hong Kong Baptist University, Hong Kong, 999077, China.ORCID http://orcid.org/0009-0007-2332-9449
Renjie LuoFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China.
Zihao WangCollege of Public Administration, Chongqing University, Chongqing, 400044, China.
Jun HuangFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao, China. john0227@hotmail.com.ORCID http://orcid.org/0000-0002-9508-0984

Funding

Faculty of Humanities and Social Science, Macao Polytechnic University This research was supported by the Faculty of Humanities and Social Science, Macao Polytechnic University.
6 · The paper itself

Abstract

backgroundDigital capital is a vital social determinant of health outcomes, yet few studies have examined its impact across different social groups. This research analyzes the effects of digital capital on self-rated health (SRH) in diverse populations and explores how it influences SRH perceptions.

methodsThis paper utilizes the China Family Panel Studies database from 2016 to 2022 and includes 42,885 observations to analyze the impact of digital capital on SRH promotion and equity among various groups.

resultsThe findings suggest that digital capital enhances SRH and reduces health disparities across various groups. Notably, the marginal effects of digital capital are more pronounced for disadvantaged populations, including women, residents of rural areas, individuals from central and western regions, and the elderly. This underscores the potential of digital capital to alleviate health inequalities. Additionally, economic capital mediates the relationship between digital capital and self-rated health.

conclusionsThis research offers new empirical evidence that enhances our understanding of the health outcomes linked to digital capital and highlights its role in mitigating health inequalities.

Indexed as

Diagnostic Self EvaluationHealth Status DisparitiesAdultAgedChinaFemaleHumansMaleMiddle AgedSocial CapitalSocioeconomic Disparities in HealthSocioeconomic FactorsYoung AdultDifferent GroupsDigital capitalEconomic capitalSelf-rated health

Identifiers

PMID41888811
PMCPMC13141631

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.