Biopsychosocial Profiles of Patients With Cardiac Disease in Remote Rehabilitation Processes: Mixed Methods Grounded Theory Approach.
Marjo-Riitta Anttila, Anne Soderlund, Teemu Paajanen and 3 others
PMID 34730548WHAT IT FOUND
Patients in remote cardiac rehab fell into four technology-use profiles.
Those afraid of tech had low activity and poor self-awareness. Those uninterested had high waistlines and needed external prompts. Those who saw benefits were balanced. Those enthusiastic about tech had low self-efficacy despite healthy habits.
Key findings
01Patients were grouped by their attitude toward technology: feeling outsider, being uninterested, reflecting benefit, and enthusiastic using.
02The 'feeling outsider' group had lower physical fitness and engaged less with the web-based program than the 'enthusiastic using' group.
03The 'enthusiastic using' group had the lowest self-efficacy for exercise despite having low-risk behavior profiles.
STILL TO COME
How it was doneWhat they found
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What it does not show
The sample size was small (39 participants) and unevenly distributed across the four groups. Key psychological measures (SERES and BREQ-3) were only collected post-intervention, so changes over time could not be assessed. The study used grounded theory for theoretical generalization, not statistical generalization, so findings may not apply to other populations. Participants were from a specific Finnish cardiac rehabilitation program, limiting broader applicability.
Declared interests
None declared.
The easy way to misread this
Do not interpret these profiles as evidence that a specific intervention works for these groups. The study identifies patterns in how patients relate to technology and their health behaviors, but it does not test whether tailoring interventions to these profiles improves outcomes.