Evidence map›Paper›PMID 40255386›Full record

ArticleFrontiers in public health2025

The smart senior care demand in China in the context of active ageing: a qualitative study with multiple perspectives.

Qiyuan Huang, Fang Liu, Song Ge, Shuang Teng, Xiang Wu, Xiao Zhang, Zhe Qu, Ying Li, Aming Wang, Mei Li and 1 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. 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

11 authors.

Qiyuan Huang *School of Nursing, Xuzhou Medical University, Xuzhou, China.
Fang Liu *School of Nursing, Xuzhou Medical University, Xuzhou, China.
Song GeDepartment of Natural Sciences/Nursing, University of Houston-Downtown, Houston, TX, United States.
Shuang TengSchool of Nursing, Xuzhou Medical University, Xuzhou, China.
Xiang WuSchool of Medical Information Technology, Xuzhou Medical University, Xuzhou, China.
Xiao ZhangSchool of Medical Information Technology, Xuzhou Medical University, Xuzhou, China.
Zhe QuDepartment of Pediatrics, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Ying LiAffiliated Hospital of Xuzhou Medical University, Xuzhou, China.
Aming WangSchool of Medical Information Technology, Xuzhou Medical University, Xuzhou, China.
Mei LiThe People's Hospital of Pizhou, Xuzhou, China.
Xianping TangSchool of Nursing, Xuzhou Medical University, Xuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: With the rapid population aging in China, smart senior care is urgently demanded. Therefore, it is necessary to comprehensively consider people's demand for smart senior care for its better development. This study aimed to explore the needs and expectations of relevant stakeholders of smart senior care in China in the context of active aging. Methods: This is a qualitative descriptive study, in which 21 semi-structured interviews were conducted between October 2021 and March 2022. A total of seven community-dwelling older adults, seven smart senior care managers, and seven providers were selected using purposeful sampling. Interviews were transcribed, translated into English, and analyzed by the thematic analysis method. Results: Four major themes and 12 subcategories were identified in the data: "challenges of smart senior care" (low acceptance of users; high cost vs. low purchasing power; low coverage of smart devices and applications), "meet the demands of users" (strong medical care needs; meticulous life care needs; extensive social interaction needs), "multi-body participation" (online and offline integration; government's broader role; cooperative gaming), and "all-around guarantee" (legal guarantee, technological empowerment, network security guarantee). Conclusion: To develop smart senior care in China in the context of active aging, it is essential to clarify the current issues and challenges faced by relevant stakeholders of smart senior care. To better develop smart senior care, we need to meet the health, life, and social care need of users, through multi-body participation and all-around guarantee.

Indexed as

AgingHealth Services for the AgedHealth Services Needs and DemandAgedAged, 80 and overChinaFemaleHumansIndependent LivingInterviews as TopicMaleMiddle AgedQualitative Researchactive ageingChinaolder adultsqualitative researchsmart senior care

Identifiers

PMID40255386
PMCPMC12006124

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.