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A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
Adaptive web-based stress management programs among adults with a cardiovascular disease: A pilot Sequential Multiple
Sylvie D Lambert1, Steven Grover2, Andrea Maria Laizner3
1Ingram School of Nursing, McGill University, 80 Sherbrooke St W, Suite 1800, Montreal, Quebec, Canada H3A 2M7; St. Mary's Research Centre, 3830 Lacombe Ave., Hayes Pavilion, Suite 4720, Montreal, Quebec, Canada H3T 1M5.
A Sequential Multiple Assignment Randomized Trial (SMART) is feasible for optimizing web-based stress management in cardiovascular disease (CVD) patients. Addressing attrition and satisfaction is key for future e-Health interventions.
Area of Science:
- Digital health interventions
- Cardiovascular disease management
- Behavioral science
Background:
- Web-based stress management programs show promise for cardiovascular disease (CVD) patients.
- Optimizing intervention delivery is crucial for maximizing efficacy and patient engagement.
- Sequential Multiple Assignment Randomized Trials (SMART) offer a flexible approach to intervention optimization.
Purpose of the Study:
- To evaluate the feasibility and acceptability of a SMART design for a web-based stress management intervention in CVD patients.
- To explore different delivery strategies, including lay telephone coaching and motivational interviewing (MI).
- To assess the clinical significance of optimized intervention pathways.
Main Methods:
- A total of 59 CVD patients with moderate stress were enrolled.
- Participants were initially randomized to a web-based program alone or with lay coaching.
- Non-responders were re-randomized to their initial intervention or to motivational interviewing (MI).
Main Results:
- SMART procedures were found to be feasible.
- Attrition rates were higher in the web-only group compared to the lay coach group, potentially due to lower satisfaction (47%).
- Effect sizes for stress and quality of life generally exceeded the 0.2 clinical benchmark, with an exception for one subgroup.
Conclusions:
- The findings suggest that a larger-scale trial employing a SMART design is feasible.
- Strategies to mitigate attrition and improve satisfaction among non-responders require further attention.
- This study contributes to developing effective and cost-efficient e-Health interventions for chronic disease management.
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