Health care app users were unfamiliar with the term 'physical activity' but recognized the importance of movement and reducing sedentary behavior, with motivators including mood improvement, physical appearance changes, and family support, while barriers included work-related time restrictions, fatigue, weather, and social pressure in workplace settings.
Key Findings
Results
Health care app users were unfamiliar with the term 'physical activity' but recognized the importance of movement and reducing sedentary behavior.
Eleven participants were interviewed in focus group interviews
Participants were recruited regardless of age, sex, or body mass index
Despite unfamiliarity with the formal term 'physical activity,' participants understood the concept through the lens of movement and avoiding sedentary behavior
A thematic analysis was conducted using a combination of inductive and deductive approaches
Results
Multiple motivating factors for engaging in physical activity were identified among health care app users.
Motivators included improvements in mood and changes in physical appearance
Social motivators included support from family
Personal and behavioral motivators included alignment with personal routines and conditions such as goal setting, feedback, reminders, and praise
Environmental and situational tailoring to physical condition, daily schedules, and weather were also identified as motivators
Questions about motivating factors were analyzed deductively based on the social ecological model
Results
Several barriers to engaging in physical activity were reported by health care app users.
Reported barriers included time restrictions due to work and fatigue
Weather was identified as an environmental barrier
Remote work and social pressure in workplace settings were identified as contextual barriers
Barrier questions were analyzed deductively based on the social ecological model
Background
Most health care apps lack personalized features that promote physical activity despite its importance for health outcomes.
Health care apps are widely used to support weight loss and lifestyle modification
Many apps offer tailored feedback on dietary intake and nutritional behavior
However, most lack personalized features that promote physical activity
Physical activity is described as important for weight management, metabolic health, and chronic disease prevention
Methods
The study applied the social ecological model as a deductive framework for analyzing motivators and barriers to physical activity.
Question 1 ('How do you perceive the importance of physical activity?') was analyzed inductively
Questions 2 and 3 regarding motivating factors and barriers were analyzed deductively based on the social ecological model
A combination of inductive and deductive thematic analysis approaches was used
The study included 11 participants in focus group interviews
Shi Y, Kim J, Mizushima R, Mizuno S, Yanagisawa T, Nakata Y. (2026). Understanding User Perspectives to Inform Personalized Physical Activity Promotion in a Health Care App: Qualitative Focus Group Interview Study.. JMIR formative research. https://doi.org/10.2196/85390