Evidence map›Paper›PMID 42529092›Full record

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.

Issei Ogasawara, Shoji Konda, Susumu Iwasaki, Kayo Yoda-Tsumura, Tatsuya Hayashi, Tomoyuki Matsuo, Takufumi Yanagisawa, Ken Nakata

Abstract read
In one paragraph

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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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Issei OgasawaraNeuroinformatics, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Toyonaka, Japan.
Shoji KondaNeuroinformatics, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Toyonaka, Japan.
Susumu IwasakiDepartment of Health and Human Performance, Fort Lewis College, Durango, CO, United States.
Kayo Yoda-TsumuraMedicine for Sports and Performing Arts, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Suita, Japan.
Tatsuya HayashiMedicine for Sports and Performing Arts, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Suita, Japan.
Tomoyuki MatsuoNeuroinformatics, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Toyonaka, Japan.
Takufumi YanagisawaNeuroinformatics, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Toyonaka, Japan.
Ken NakataMedicine for Sports and Performing Arts, Department of Health and Sport Sciences, Graduate School of Medicine, The University of Osaka, Suita, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

affective responsehealth literacyphysical activityself-determination theoryuniversity students

Identifiers

PMID42529092
PMCPMC13416518

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.