Evidence map›Paper›PMID 41103472›Full record

ArticleFrontiers in public health2025

Improving the smart care service system for older adults: an emotional experience evaluation framework in the Chinese community.

Yuexuan Wu, Zijian Liu, Xuemei He, Xianru Shang

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
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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.

Yuexuan WuSchool of Art and Design, Shaanxi University of Science and Technology, Xi'an, China.
Zijian LiuSchool of Art and Design, Shaanxi University of Science and Technology, Xi'an, China.
Xuemei HeSchool of Art and Design, Shaanxi University of Science and Technology, Xi'an, China.
Xianru ShangSchool of Art and Design, Shaanxi University of Science and Technology, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Given the rapid growth of the older population, an emotional experience evaluation system is proposed to quantitatively analyze the emotional experiences of older adults within the smart care service system in the current Chinese community settings. Methods: The study is informed by the Pleasure-Arousal-Dominance (PAD) emotion theory and guided by service design thinking. Qualitative research methods were employed to gather information about older adults within the target community. By mapping service scenario interaction touchpoints, the research team deconstructed, clustered, and transformed the system service touchpoints. Evaluation indicators were set from three aspects: smart devices, online software, and offline services, to construct an emotional experience evaluation system. Using quantitative research methods, with user emotional valence as the variable, the study conducted measurement experiments on the emotional experience evaluation of older users, obtaining measurement results from two dimensions: emotional experience tendencies and emotional requirement assessment. Results: We organized the results of emotional experience evaluation data, analyzed the indicator data of each part of the system through visual analysis graphics, and proposed improvement strategies for the three structures of the smart care service system. Conclusion: Care for older adults is facing multifaceted challenges, our research results have obtained the emotional tendencies of older adults toward each indicator of the system. In addition, we have obtained the judgment results of emotional demand for each indicator, analyzed the reasons from both emotional and demand dimensions, proposed service strategies to improve the system, and facilitated the implementation of a circular economy model in community care services for older adults.

Indexed as

EmotionsHealth Services for the AgedAgedAged, 80 and overChinaEast Asian PeopleFemaleHumansMaleMiddle AgedQualitative ResearchChina’s community settingsemotional experience evaluationPAD emotion theorysmart care service systemstrategy research

Identifiers

PMID41103472
PMCPMC12521255

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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.