Exploring the quality of participation and strategies to support meaningful engagement in an adapted paddleboard program among individuals with disabilities
Bibliographic record
Abstract
AIM: Adapted paddleboard provides an outdoor leisure-time physical activities (LTPA) opportunity with many health benefits (e.g., physical activity, reduced stress, social engagement). However, nearly 50% of individuals with disabilities do not participate in any LTPA. Quality of LTPA participation influences sustainable adherence, while optimizing participant experiences. An adapted paddleboard program is offered in Quebec City, for adults with physical disabilities, but little is known about how participants perceive their quality of participation. This study aimed to describe individuals with disabilities' perceived quality of participation in the adapted paddleboard program, and to explore their suggestions of strategies to support meaningful engagement in the program. METHODS: An ethnographic mixed-methods design was conducted, consisting of participant observations during the 13-week program and semi-structured interviews based on the Quality Parasport Participation Framework (QPPF). Measure of Experiential Aspects of Participation (MeEAP) questionnaire were collected. A mixed approach of data analysis was used for qualitative data and descriptive statistics were conducted for quantitative data. RESULTS: Nine participants (8F) with various disabilities (42±15 years old) participated in the study. Emergent dimensions of quality of participation included belongingness and autonomy. Facilitators to participation were identified, such as autonomy support through volunteers and provision of adaptive equipment. Barriers to participation included water access and level of individual challenge. Suggested strategies to improve engagement included water access closer to parking and multiple groups for variable skill levels. CONCLUSIONS: Participants expressed high-quality of participation in adapted paddleboarding. The study allows the development of knowledge about conditions that enhance the experience of participating in outdoor LTPA.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".