Evidence map›Paper›PMID 40717957›Full record

ArticleFrontiers in public health2025

Developing and evaluating an intelligent integration system for older adult care and health based on the sport-medicine-tourism model.

Xiaoxue Ma, Xiaofei Fang, Shuqian Liu, Xueqing Wang, Ping Wang, Fugao Jiang

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 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

6 authors.

Xiaoxue MaCollege of Physical Education and Sport Science, Qufu Normal University, Qufu, China.
Xiaofei FangCollege of Physical Education and Sport Science, Qufu Normal University, Qufu, China.
Shuqian LiuFaculty of Psychology, Shandong Normal University, Jinan, China.
Xueqing WangCollege of Physical Education and Sport Science, Qufu Normal University, Qufu, China.
Ping WangSchool of Information Engineering, Shandong Vocational and Technical University of International Studies, Rizhao, China.
Fugao JiangCollege of Physical Education and Sport Science, Qufu Normal University, Qufu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study develops a comprehensive intelligent integration system for older adult care and health by combining resources from sport, medicine, and tourism. The research aims to address the dual challenges of population aging and the transformation of older adult care services in the digital era. The study follows a five-stage research framework: theoretical construction, user needs identification, system design, prototype modeling, and empirical evaluation. A 12-month quasi-experimental study was conducted with 300 older adult participants from Jinan, Qingdao, and Rizhao in China, utilizing both control and experimental groups. Physical health, psychological well-being, social participation, and quality of life were measured using standardized scales (GDS-15, SWLS, WHOQOL-BREF), while system performance was assessed using the Analytic Hierarchy Process and fuzzy comprehensive evaluation. The findings demonstrate significant improvements in the experimental group across all health dimensions (

Indexed as

Health Services for the AgedSportsAgedAged, 80 and overChinaFemaleHumansMaleMiddle AgedQuality of LifeTravelactor-network theorydigital aging servicesintelligent older adult care systemSMT integrationsystem evaluation

Identifiers

PMID40717957
PMCPMC12289681

What OpenQuestion holds

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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.