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Research summary · Para sport

Wheelchair basketball pilot separates physiological and perceived pre-match stress

Thirty-four male regional-league wheelchair basketball players, averaging 35 years old, provided saliva samples 35–50 minutes before competition and completed anxiety and perceived-stress questionnaires. Researchers explored whether combinations of cortisol and questionnaire scores formed distinct stress profiles.

Publication year
2026
First published online
Publication type
Cross-sectional exploratory clustering study
Journal
Life
Population / context
Men's wheelchair basketball · Regional competition

What the publication reports

The exploratory analysis identified three groups with different combinations of cortisol, anxiety and perceived stress, while self-confidence did not differ. Functional classification, sporting experience, location and match result did not significantly predict membership of the high-physiological-stress group. The study illustrates that physiological and reported stress need not move together, rather than validating clinical athlete types.

Limits and interpretation

The sample was small, male-only and cross-sectional, with the smallest cluster containing five athletes. Bootstrap cluster stability was modest, and differences on the same variables used to form clusters are not independent validation. These profiles require external replication and cannot prescribe treatment or predict performance.

Original editorial summary by iintroo editorial · Added · Source-checked .

This is an educational research summary, not a reproduced abstract, a new scientific study or an individual treatment plan.

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