Evidence map›Paper›PMID 41200471›Full record

ArticleResearch in health and medicine2025

Using Ecological Momentary Assessment to Examine Predictors of Motivation for Physical Activity in Older Adults.

Chitra Banarjee, Rui Xie, Chen Chen, Janet Lopez, Ladda Thiamwong

Abstract read
In one paragraph

Article in Research in health and medicine, 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
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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

5 authors.

Chitra BanarjeeCollege of Medicine, University of Central Florida, Orlando, FL, USA.
Rui XieCollege of Nursing, University of Central Florida, Orlando, FL, USA.
Chen ChenCenter for Research in Computer Vision, University of Central Florida, Orlando, FL, USA.
Janet LopezCollege of Nursing, University of Central Florida, Orlando, FL, USA.
Ladda ThiamwongCollege of Nursing, University of Central Florida, Orlando, FL, USA.

Funding

Optimizing a technology-based body and mind intervention to prevent falls and reduce health disparities in low-income populations.R01MD018025 · NIMHD · UNIVERSITY OF CENTRAL FLORIDA · PI THIAMWONG, LADDA · 2022 to 2025
$3.0M
NIMHD NIH HHS R01 MD018025
6 · The paper itself

Abstract

Introduction: Ecological Momentary Assessment (EMA) involves repeated assessments of patients' real-time experiences. Smartphone delivery of EMA can monitor healthy behaviors, including physical activity (PA). PA is critical for maintaining mobility and independence in older adults. We aimed to utilize EMA for monitoring motivation for PA, while assessing PA and physical function (PF) as predictors. Methods: We collected 179 EMA responses from 28 community-dwelling older adults (M Results: Motivation for PA showed weak correlations with PA (ρ=0.187), dynamic balance (ρ=-0.157) and lower limb power (ρ=0.200). However, mixed effects models revealed that only better dynamic balance ( Conclusions: This study revealed the feasibility of monitoring motivation through mobile delivery of EMA, validating the method for future interventions. Evaluation of motivation can assess older adults' subjective attitudes towards interventions. Additionally, these findings have implications for intervention designs that aim to increase engagement in PA; exercises or methods designed to improve dynamic balance may provide more lasting improvements than focusing on increasing PA alone.

Indexed as

digital healthexercisephysical functiontelehealth

Identifiers

PMID41200471
PMCPMC12588163

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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.