Content area

Abstract

Background

Wearable technologies combined with health feedback can influence health behaviours in older adults and individuals with neurodegenerative diseases (NDD). Despite their potential, limited research explores how health feedback from wearables affects behaviour change in these populations. This study used data from the Health in Aging, Neurodegenerative Diseases and Dementias in Ontario (HANDDS‐ONT) study to examine behaviour changes following the delivery of personalized health feedback reports. Reports were co‐designed with input from clinicians, community stakeholders, and individuals with NDD (Van Ooteghem et al., 2023).

Method

Participants wore wearable devices for 7–10 days, collecting data on physical activity, sedentary behaviour, and sleep. Personalized feedback reports were generated and reviewed in a guided session. After four weeks, participants completed an online survey and interview with a research coordinator assessing feedback utility and behaviour changes. This prospective observational study included participants with at least four days of device wear and survey/interview data (n = 203; 98 controls, 105 NDD) (Table 1). Statistical analyses examined group differences (NDD/controls) and predictors of behaviour change, complemented by a thematic analysis of open‐ended survey responses.

Results

No significant group differences were observed in the proportion of participants (Control = 64.3%; NDD = 52.4%) reporting at least one behaviour change (p = 0.086, η2 = 0.12) or in the number of changes reported (t(200.31) = 1.283, p = 0.201, d = 0.180) (Figure 1). A key predictor of behaviour change included sharing the report with family/friends (OR = 2.258, p = 0.021). Participants who rated the report as less helpful were less likely to change behaviour (OR = ‐0.527, p = 0.001) (Figure 2). Thematic analysis identified subthemes of contemplating change, seeking health information, and social support in behaviour change.

Conclusion

Personalized health feedback reports can encourage behaviour change in individuals with NDD. Perceived helpfulness and social sharing play critical roles. Findings highlight the potential of wearable technologies and tailored feedback in promoting self‐management and health optimization. Future research should explore long‐term behaviour change and the factors influencing sustainability over time.

Details

1009240
Title
Health Behaviour Changes driven by Personalized Feedback Reports from wearables data: A HANDDS‐ONT Study
Author
Culum, Ivan 1 ; Narayan, Emily 2 ; Godkin, Elizabeth F. 3 ; Beyer, Kit B. 3 ; Swartz, Richard H. 4 ; Munoz, Douglas P. 5 ; Black, Sandra E. 6 ; Masellis, Mario 7 ; Lang, Anthony E. 8 ; Thai, Vanessa 3 ; Oklikah, Desmond O. 2 ; McIlroy, William E. 3 ; Ooteghem, Karen Van 3 ; Roberts, Angela C. 1 

 Canadian Centre for Activity and Aging, London, ON, Canada,, Western University, London, ON, Canada, 
 Western University, London, ON, Canada, 
 University of Waterloo, Waterloo, ON, Canada, 
 ICES, Toronto, ON, Canada,, Sunnybrook Research Institute, Toronto, ON, Canada,, University of Toronto, Toronto, ON, Canada, 
 Queen's University, Kingston, ON, Canada, 
 Sunnybrook Research Institute, Toronto, ON, Canada, 
 Sunnybrook Research Institute, Toronto, ON, Canada,, University of Toronto, Toronto, ON, Canada, 
 University of Toronto, Toronto, ON, Canada,, University Health Network, Toronto, ON, Canada, 
Publication title
Volume
21
Supplement
S6
Number of pages
5
Publication year
2025
Publication date
Dec 1, 2025
Section
PUBLIC HEALTH
Publisher
John Wiley & Sons, Inc.
Place of publication
Chicago
Country of publication
United States
ISSN
1552-5260
e-ISSN
1552-5279
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2025-12-23
Milestone dates
2025-12-23 (publishedOnlineFinalForm)
Publication history
 
 
   First posting date
23 Dec 2025
ProQuest document ID
3286000703
Document URL
https://www.proquest.com/scholarly-journals/health-behaviour-changes-driven-personalized/docview/3286000703/se-2?accountid=208611
Copyright
© 2025. This work is published under http://creativecommons.org/licenses/by/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2026-01-02
Database
ProQuest One Academic