Evidence map›Paper›PMID 41550349›Full record

ArticleFrontiers in digital health2025

Digital technology empowers model innovation in chronic disease management in Chinese grassroots communities.

Quansheng Wang, Ziqing Zhang, Guoqing Han

Abstract read
In one paragraph

Article in Frontiers in digital health, 2025. 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

3 authors.

Quansheng WangDiscipline Inspection and Supervision School, Shandong University, Weihai, China.
Ziqing ZhangDiscipline Inspection and Supervision School, Shandong University, Weihai, China.
Guoqing HanDiscipline Inspection and Supervision School, Shandong University, Weihai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

China is one of the countries with a heavy burden of chronic diseases in the world. The number of people with chronic diseases and the number of deaths show a continuous, rapid growth trend. In recent years, China has actively promoted the innovation of digital management models for chronic diseases in grassroots communities, improved the allocation of community resources, clarified service specifications, strengthened information construction, and established a supervision and evaluation system. Digital management measures for chronic diseases in grassroots social areas include building a digital health management platform, promoting the popularization and application of intelligent detection equipment, and carrying out mobile medical and telemedicine services. However, it also faces some challenges, such as data security, privacy protection, uneven technology application, and patient acceptability. China should propose targeted measures to address these challenges, further promote the digital management of chronic diseases in grassroots communities, and protect the lives and health of people.

Indexed as

chronicdigitaldiseaseshealthinformation constructionmanagementmodel innovationnoncommunicable

Identifiers

PMID41550349
PMCPMC12808381

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.