Parenting Journal · Volume 2 · Issue 5 · Licensed source edition
Development and Feasibility of a Family-Based Health Behavior Intervention Using Intelligent Personal Assistants: Randomized Controlled Trial
Originally published 2021-01-28 · JMIR Formative Research
JMIR Publications Inc. · DOI 10.2196/17501 ↗
AI / system type
Earlier commercial speech/NLP personal assistant with configured prompts; not an LLM health coach
Direct parenting evidenceDirectly addresses parents or caregiving, including parent studies, syntheses and audits of parenting advice.
The AI connection
An Echo Dot/Alexa assistant delivered existing skills, researcher-configured reminders, and weekly family health prompts.
Why this reading matters
Useful for judging whether a proposed family AI routine is practicable and meaningful before expecting a health payoff.
Editorial reading guide · Collaboration
Would an assistant’s reminders fit our shared health routine, and would we actually use its health features?
Tested whether families could use an intelligent personal assistant for shared health-behavior support and whether a larger trial was workable. Interaction logs showed a substantial distinction between using the device and using it for the intended health purpose: in phase two, only 11% of interactions were health-related. Family access, reminders, researcher support, and study burden all mattered to feasibility.
Study context
26 Northern Irish families with 34 children across two 12-week feasibility phases; the first phase recruited through a community weight-management program
Age / stage: Children 5–12 years
Read with three questions
- What did interaction logs reveal that overall device-use counts would conceal?
- How did recruitment through an existing program differ from recruitment of other families?
- Which retention, measurement, and usability issues would have to improve before testing health effectiveness?
Keep the limits in view
This small feasibility trial was not powered to establish health effects and did not statistically test effectiveness. Phase-one attrition and low accelerometer completion complicated evaluation. Internet/device access and concurrent program participation limit generalizability; retention and enjoyable use must not be read as proof of healthier behavior.
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Original authorship, publication date, journal and DOI are preserved. This issue’s TRICK placement and reading questions are editorial additions, not claims made by the original authors.
Angela Carlin; Caomhan Logue; Jonathan Flynn; Marie H Murphy; Alison M Gallagher (2021). Development and Feasibility of a Family-Based Health Behavior Intervention Using Intelligent Personal Assistants: Randomized Controlled Trial JMIR Formative Research. https://doi.org/10.2196/17501
Permissions checked against the saved article notice; repository publication notices screened 2026-11-04. This is not a new peer-review decision. The source authors and publishers are not represented as endorsing this issue.