Evidence map›Paper›PMID 42724006›Full record

ArticleFrontiers in public health2026

Digital public services and subjective well-being in rural China: health and multidomain lifestyle pathways in the cross-provincial Dabie Mountains region.

Lei Jiang, Yuqiao Ma, Zihan Yang, Hao Li

Abstract read
In one paragraph

Article in Frontiers in 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
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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

4 authors.

Lei JiangSchool of Business, Xinyang Normal University, Xinyang, Henan, China.
Yuqiao MaSchool of Business, Xinyang Normal University, Xinyang, Henan, China.
Zihan YangSchool of Business, Xinyang Normal University, Xinyang, Henan, China.
Hao LiSchool of Business, Xinyang Normal University, Xinyang, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Against the backdrop of China's Digital Rural Development Strategy and the growing emphasis on integrated health, food-purchasing access, and lifestyle approaches to well-being, digital public services (DPS) are increasingly important for rural public health. However, little is known about the association between integrated DPS and subjective well-being (SWB) in geographically constrained mountainous regions or about the health- and lifestyle-related pathways underlying this association. Methods: Using survey data from 1,287 rural residents across 26 counties in the Dabie Mountains Region, this study constructs comprehensive DPS and SWB indices using the entropy weight method and employs ordinary least squares as the baseline estimator, complemented by robustness checks and an instrumental-variable sensitivity analysis. Results: The results show that DPS is positively associated with SWB, and the association remains stable across alternative specifications. The estimated coefficients are descriptively larger in the Anhui section, among low-income households, and among residents with lower education levels. Separate exploratory models yield evidence consistent with five potential indirect pathways: livelihood stability and income diversification, improved education and medical service quality, enriched cultural and social interaction, greater daily-life purchasing and delivery convenience, and improved integrated health and multidomain lifestyle behaviors, including physical activity, sleep quality, stress management, and digital health-tool use. Discussion: These findings suggest that DPS may support rural well-being through service access, digital purchasing and delivery functions, and technology-supported multidomain health management, providing context-specific empirical evidence relevant to the design of integrated digital public service strategies in mountainous communities.

Indexed as

Life StyleRural PopulationAdultChinaDigital HealthDigital MediaFemaleHumansMiddle AgedPsychological Well-BeingSurveys and Questionnairesdigital healthdigital public servicesfood-purchasing accessphysical activitystress managementsubjective well-being

Identifiers

PMID42724006
PMCPMC13558195

What OpenQuestion holds

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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.