# Feasibility and acceptability of 7-day smartphone-based, activity-triggered Ecological Momentary Assessment among low-income older adults

**Authors:** Olivia S Malkowski, Genevieve F Dunton, Nick P Townsend, Mark J Kelson, Max J Western

PMC · DOI: 10.1093/geroni/igaf151 · Innovation in Aging · 2026-01-07

## TL;DR

Researchers tested if low-income older adults could use smartphones to track their activity and report feelings in real time, finding it feasible with proper support.

## Contribution

This study is the first to evaluate activity-triggered EMA in low-income older adults, demonstrating its feasibility and acceptability.

## Key findings

- Participants completed 84% of the EMA surveys they received.
- EMA compliance was not affected by age, sex, time of day, or physical activity.
- Community partnerships and technical support were crucial for engagement and retention.

## Abstract

Smartphone-based Ecological Momentary Assessment (EMA) is increasingly used to collect real-time data on physical activity behavior. However, no activity-triggered EMA studies have been conducted among low-income older adults. We aim to assess the feasibility and acceptability of activity-triggered EMA in low-income older adults.

Researchers partnered with community organizations and provided technical support to facilitate the recruitment and retention of low-income older adults. For 7 days, 39 older adults (76.4 ± 8.5 years; 76% earning below £25 000/year) received EMA surveys when they surpassed a predefined activity/inactivity threshold, or when two hours elapsed between prompts. Participants wore a Move 4 activity sensor to measure their steps. A post-study questionnaire assessed perceptions of acceptability.

Participants completed 84% of the EMA surveys they received. EMA compliance did not appear to differ as a function of age, biological sex, time of day, day of week, or concurrent physical activity. Responses to the post-study questionnaire revealed that the most enjoyable aspects of participating in the study were making a worthwhile contribution to science and becoming more self-aware of their feelings and/or activities. The least enjoyable aspects included the frequency or timing of EMA prompts, the interruption of activities to complete an EMA survey, and limited or inadequate response options for certain EMA items.

Smartphone-based, activity-triggered EMA is feasible and acceptable among low-income older adults. Fostering community partnerships, managing participant resource constraints, and providing technical support are crucial strategies for engaging and retaining this population in mobile health research.

## Full-text entities

- **Diseases:** depression (MESH:D003866), dementia (MESH:D003704), cognitive decline (MESH:D003072), frailty (MESH:D000073496), Alzheimer's disease (MESH:D000544)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926715/full.md

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Source: https://tomesphere.com/paper/PMC12926715