Association of Temperature and Cloud Conditions with Skiing and Snowboarding Injuries

ObjectiveTo evaluate the association between environmental conditions, specifically air temperature and cloud conditions (eg, sunny, partly cloudy, or cloudy/foggy), and types of injuries sustained by skiers and snowboarders.MethodsWe conducted a retrospective observational study of adult patients (≥18 y of age) who presented with skiing- or snowboarding-related musculoskeletal injuries at a Utah ski resort clinic during the 2022-24 ski seasons. Data were extracted from electronic medical records and included demographics, injury type, air temperature, and categorized cloud conditions. Statistical analyses included bivariate comparisons using <i>χ</i><sup>2</sup> analysis and analysis of variance and adjusted analyses using multinomial logistic regression.ResultsA total of 1813 patients were included; 62.2% were male, and 81.3% were skiers. Ligamentous knee injuries were the most common injury (31.3%). Unadjusted analysis showed a significant association between temperature and injury type (<i>P</i><0.001), with higher temperatures linked to more upper extremity injuries and lacerations. Cloud condition showed no significant association with injury patterns (<i>P</i>=0.99). In the adjusted analysis, only head injuries remained significantly associated with temperature: For each 1°C increase, the odds of head injury increased by 6.4% (odds ratio = 1.06; 95% CI, 1.02-1.11; <i>P</i> = 0.01). Cloud conditions were not significantly associated with any injury type.ConclusionHigher temperatures are associated with a modest increase in head injuries among skiers/snowboarders, whereas general cloud conditions do not significantly impact injury type. These findings suggest that while temperature may influence injury risk, particularly for head injuries, other factors likely contribute to injury patterns.

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Publication Details

Journal
Wilderness and Environmental Medicine
Published
2025-10-17
DOI
https://doi.org/10.1177/10806032251382446
Citations
1
Primary Topic
Winter Sports Injuries and Performance
Type
article
Field-Weighted Citation Impact
1.52
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article

Association of Temperature and Cloud Conditions with Skiing and Snowboarding Injuries

Bangyan Zhang, Stuart E. Willick, Emad Awad, Jamal Jones et al.
1 citations
Wilderness and Environmental Medicine
Winter Sports Injuries and Performance
1.52
article

Association of Temperature and Cloud Conditions with Skiing and Snowboarding Injuries

Bangyan Zhang, Stuart E. Willick, Emad Awad, Jamal Jones, M. Brewster Smith, Heba Abushanab
article en
1 citations

Abstract

ObjectiveTo evaluate the association between environmental conditions, specifically air temperature and cloud conditions (eg, sunny, partly cloudy, or cloudy/foggy), and types of injuries sustained by skiers and snowboarders.MethodsWe conducted a retrospective observational study of adult patients (≥18 y of age) who presented with skiing- or snowboarding-related musculoskeletal injuries at a Utah ski resort clinic during the 2022-24 ski seasons. Data were extracted from electronic medical records and included demographics, injury type, air temperature, and categorized cloud conditions. Statistical analyses included bivariate comparisons using <i>χ</i><sup>2</sup> analysis and analysis of variance and adjusted analyses using multinomial logistic regression.ResultsA total of 1813 patients were included; 62.2% were male, and 81.3% were skiers. Ligamentous knee injuries were the most common injury (31.3%). Unadjusted analysis showed a significant association between temperature and injury type (<i>P</i><0.001), with higher temperatures linked to more upper extremity injuries and lacerations. Cloud condition showed no significant association with injury patterns (<i>P</i>=0.99). In the adjusted analysis, only head injuries remained significantly associated with temperature: For each 1°C increase, the odds of head injury increased by 6.4% (odds ratio = 1.06; 95% CI, 1.02-1.11; <i>P</i> = 0.01). Cloud conditions were not significantly associated with any injury type.ConclusionHigher temperatures are associated with a modest increase in head injuries among skiers/snowboarders, whereas general cloud conditions do not significantly impact injury type. These findings suggest that while temperature may influence injury risk, particularly for head injuries, other factors likely contribute to injury patterns.

Wilderness and Environmental Medicine
Utah State University (US), University of Utah (US)
Openalex Percentile: Top 13%
Winter Sports Injuries and Performance
1.52
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