Evidence map›Paper›PMID 40988678›Full record

ArticleFrontiers in public health2025

Impact of smart healthcare on the physical and mental health of older adults Chinese patients with chronic diseases under the background of "Internet Plus": analysis of data from the China family panel studies.

Fanbao Xie, Xinyi Liang, Xin Guan, Peng Ji, Xiaojing Cao, Jiarong Liao

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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Fanbao Xie *School of History and Public Administration, Yancheng Teachers University, Yancheng, China.
Xinyi LiangSchool of Public Administration, Guangzhou University, Guangzhou, China.
Xin GuanGuangzhou Xinhua University, Dongguan, China.
Peng Ji *School of History and Public Administration, Yancheng Teachers University, Yancheng, China.
Xiaojing CaoResearching Center of Social Security, Wuhan University, Wuhan, Hubei, China.
Jiarong LiaoSchool of Public Administration, Guangzhou University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study was to investigate the impact of smart healthcare on the physical and mental health of older adults chronic disease patients in China. Methods: Data from 6,092 chronic disease patients were collected from the 2022 China family panel studies (CFPS). Participants were rolled into two groups based on whether they utilized Internet Plus-based smart healthcare technology for chronic disease management: the usage group ( Results: Post-intervention, the SRH and ADL scores of the usage group were greatly superior to those of the non-usage group, while the CES-D scores were greatly lower ( Conclusion: With the assistance of Internet Plus-based smart healthcare, the physical and mental health of older adults chronic disease patients in China can be effectively improved. However, the influence of longer chronic disease duration, chronic pain, low income, and low educational attainment on the effectiveness of smart healthcare assistance should be considered.

Indexed as

Health StatusInternetMental HealthActivities of Daily LivingAgedAged, 80 and overChinaChronic DiseaseEast Asian PeopleFemaleHumansMaleMiddle Ageddepressioninternetolder adults chronic diseasephysical and mental healthsmart healthcare

Identifiers

PMID40988678
PMCPMC12450674

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.