Evidence map›Paper›PMID 42889465›Full record

ReviewFrontiers in psychiatry2026

From movement to mood regulation: exercise-based digital interventions using mobile health and ecological momentary assessment for mental health and cognitive function in older adults: a narrative review.

Wenjie Wu

Abstract readReview
In one paragraph

Review in Frontiers in psychiatry, 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
–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

1 author.

Wenjie WuPhysical Institute of Suzhou University of Science and Technology, Suzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This narrative review aims to synthesize current evidence on the integration of exercise with mobile health technologies and ecological momentary assessment or intervention (EMA/EMI) to promote mental and cognitive well-being in older adults. Given the rapid aging of the global population and the high attrition rates in traditional exercise programs, evaluating these digital, real-time modalities is of significant scientific interest. To capture the current evidence base, a comprehensive literature search was conducted across PubMed/MEDLINE, Scopus, Web of Science, and Google Scholar. Peer-reviewed articles encompassing randomized controlled trials, pilot studies, and observational designs that evaluated digitally supported exercise interventions for mental and cognitive health in adults aged 50 and older were selected for this narrative synthesis. Recent empirical investigations have demonstrated the increasing application of digital modalities, including wearable activity monitors, smartphone applications, and sensor-initiated evaluations, within exercise regimens to facilitate the real-time tracking and adjustment of physical activity levels. The potential benefits of these technological interventions on mental and cognitive outcomes may operate via dynamic behavioral and neurophysiological feedback processes. The evidence generally suggests that elevated levels of physical activity correlate positively with enhanced mood, reductions in depressive symptoms, and improved cognitive functioning, whereas sedentary behaviors and fatigue are associated with detrimental affective outcomes. Significantly, studies employing EMA elucidate considerable intra-individual variability, indicating that alterations in motivation, self-efficacy, stress, fatigue, and social context may influence behavioral engagement and emotional reactivity over time. Ecological momentary interventions and just-in-time adaptive interventions further suggest that customized exercise prompts delivered within real-world environments may support increases in physical activity engagement, reductions in sedentary behavior, and improvements in selected cognitive outcomes, potentially through the context-sensitive reinforcement of self-regulation, neuroplasticity, and adaptive stress-response mechanisms. Collectively, these investigations provide emerging evidence supporting the potential role of exercise-oriented digital interventions as a bio-digital framework for promoting mental and cognitive well-being in aging populations via real-time monitoring and adaptive behavioral assistance.

Indexed as

ecological momentary assessmentexercise-based digital interventionsmobile healthmood regulationmovementolder adults

Identifiers

PMID42889465
PMCPMC13669503

What OpenQuestion holds

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Registered trials

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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.