Evidence map›Paper›PMID 42293680›Full record

ArticleFrontiers in public health2026

Research on the intervention mechanism and dynamic evolution of the digital divide's impact on the physical and mental health of older adults: a system dynamics perspective.

Tianshu Shao, Yixuan Chen, Benyan Ren, Sheng Gang

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. Not yet cited in PubMed.

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

4 authors.

Tianshu ShaoZhejiang University of Finance and Economics Dongfang College, Haining, China.
Yixuan ChenZhejiang University of Finance and Economics Dongfang College, Haining, China.
Benyan RenZhejiang University of Finance and Economics Dongfang College, Haining, China.
Sheng GangJiang Su High Hope Group, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With the trend of global population aging and digital transformation, the problem of the digital divide among older adults has become increasingly serious. Narrowing the digital divide is a necessary way to improve the physical and mental health of older adults. Since the impact of the digital divide on the physical and mental health of older adults is a dynamic process involving feedback effects among multiple factors, this paper constructs a dynamic simulation model from the system dynamics perspective, and including variables such as digital literacy level, positive attitude toward aging, social network support intensity, and overall health and well-being. This study examines the feedback mechanisms by which digital divide affects the physical and mental health of older adults, overcoming the limitation of traditional empirical research in capturing dynamic interactions occurring within the system. The results show that the overall health and well-being of older adults increases 28% over the 100-month simulation period, showing an upward trend at first and then tends to stabilize. Sensitivity analysis indicates that the influence of policy support intensity, intensity of digital reverse mentoring in families, and digital device age-friendly adaptation level on the overall health and well-being of older adults decreases in that order. Based on the results, this paper identifies positive attitude toward aging, social adaptability, and social network support intensity as mediating variables in the empowerment of older adults' physical and mental health through digital technology, thereby enriching the application of system dynamics in the field of digital health.

Indexed as

AgingDigital DivideHealth StatusMental HealthAgedDigital HealthDigital MediaHumansSocial Supportdigital divideolder adultsphysical and mental healthsocial supportsystem dynamics

Identifiers

PMID42293680
PMCPMC13253727

What OpenQuestion holds

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LicenceCC BY
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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.