Evidence mapPaperPMID 41737620Full record

ArticleFrontiers in public health2026

The

Hong Zhang, Shuang Liang, Lin Wu, Yixin Wang, Lanyue Luo, Bin Peng, Xue Xiong, Liyu Chen, Qianying Jia, Tao Dai and 5 more

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. 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.

  1. Article
  2. Article
  3. Review
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

15 authors.

Hong ZhangDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Shuang LiangChongqing Nursing Vocational College, Chongqing, China.
Lin WuChongqing College of Architecture and Technology, Chongqing, China.
Yixin WangDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Lanyue LuoDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Bin PengSchool of Public Health, Chongqing Medical University, Chongqing, China.
Xue XiongDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Liyu ChenDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Qianying JiaDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Tao DaiChongqing Nursing Vocational College, Chongqing, China.
Yuan JiaChongqing Nursing Vocational College, Chongqing, China.
Lily Dongxia XiaoCollege of Nursing and Health Sciences, Flinders University, Adelaide, SA, Australia.
Liu RenChongqing University of Chinese Medicine, Chongqing, China.
Xiaoli ZhangThe People's Hospital of Tongliang District, Chongqing, China.
Jun ShenDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Digital health technologies, as an integral component of age-friendly home modifications in rural China, provide a promising pathway to address the challenges of population aging. However, a Methods: This study employed a focused ethnographic approach, informed by the constant comparative method of grounded theory. Intensive fieldwork was undertaken from June to December 2024. Data were generated through participant observation and semi-structured interviews and subsequently analyzed using thematic analysis. Results: Within the context of age-friendly home modifications among older adults in rural China, the Conclusion: Within the framework of age-friendly home modifications for older adults in rural China, the application of digital health technologies must transcend the narrow assumption that access alone guarantees use, shifting instead toward a comprehensive perspective that spans the continuum from access to effective utilization. The

Indexed as

Rural PopulationAgedAged, 80 and overAnthropology, CulturalChinaDigital HealthFemaleHumansMaleage-friendly home modificationsaging in placedigital health technologiesethnographic researchfield studyolder adultsrural areasusage divide

Identifiers

PMID41737620
PMCPMC12927482

What Socratic 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 Socratic graph.