ArticleFrontiers in sports and active living2026
A pragmatic single-group evaluation of a self-determination theory-informed health literacy course for exercise behavior readiness among Japanese university students.
Article in Frontiers in sports and active living, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Introduction: Health literacy education may provide a pragmatic setting for supporting students' reflection on physical activity and health behaviors when embedded within credit-bearing university courses. However, evidence from course-integrated, single-group evaluations remains limited. This exploratory study examined changes in exercise behavior readiness and related process indicators during a 15-week "Smart Health Literacy" course at The University of Osaka. Methods: Forty-four first-year students engaged in weekly self-directed goal setting, inclusive physical activities, and data-driven instruction using wearable sensors. Assessments included pre- and post-course stages of exercise behavior change, weekly self-rated goal-attainment effort, free-living step counts, and session-specific affective responses during a cooperative Mölkky session. The primary outcome was analyzed using a mixed-effects ordinal regression model with participant-specific random intercepts. Results: The mixed-effects ordinal regression model indicated that the post-course assessment was associated with higher exercise behavior stages compared with baseline (OR=3.89, 95% CI: 2.57-5.89; Wald-type Discussion: These findings provide preliminary evidence that a course-based health literacy program may be associated with increased exercise behavior readiness and self-regulatory engagement with self-selected health goals. However, because this was a single-group pre-post evaluation without a control group, the findings should be interpreted as exploratory associations rather than evidence of causal intervention effectiveness.
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