ArticleJournal of athletic training2023
Validation and Clinical Utility of the Patient Health Questionnaire-9 and Center for Epidemiologic Studies Depression Scale as Depression Screening Tools in Collegiate Student-Athletes.
Article in Journal of athletic training, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Assessment of depression and suicidal thoughts among female trail runners.Frontiers in psychology · 2026Article
- Experiences of Discharge Preparedness Among Patients with Chronic Heart Failure and Their Caregivers: A Phenomenological Study.Patient preference and adherence · 2026Article
- Screening for eating disorders and low energy availability in female trail runners: A cross-sectional study.PloS one · 2026Article
- Development of a Recommendation Engine to University Student Mental Health Support Aligned With Stepped Care: Longitudinal Cohort Study.Journal of medical Internet research · 2025Article
- The preparticipation evaluation of the young athlete-an update to what the orthopedic surgeon needs to know.Frontiers in sports and active living · 2025Review
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Authors and funding
5 authors.
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Abstract
contextThe National Athletic Trainers' Association recommends including mental health screening measures as part of the preparticipation examination for all student-athletes (SAs). Despite this recommendation, most mental health screening tools have not been validated in the SA population.
objectiveTo validate and examine the clinical utility of 2 depression screening tools in the collegiate SA population.
designCross-sectional mixed-methods study.
settingTwo Northeastern United States university athletics programs. PATIENTS OR OTHER
participantsA total of 881 (men = 426, 48.4%; women = 455, 51.6%; mean age = 19.7 ± 1.4 years) National Collegiate Athletic Association Division II collegiate SAs completed the Patient Health Questionnaire-9 (PHQ-9) and Center for Epidemiologic Studies Depression Scale (CES-D); 290 SAs participated in a Mini-International Neuropsychiatric Interview. MAIN OUTCOME MEASURE(S): Depression symptoms were measured using 2 self-report depression screening tools, the PHQ-9 and CES-D, during the fall preparticipation examination. The SAs were selected using a random stratified sampling technique to participate in a Mini-International Neuropsychiatric Interview as the reference standard comparison for the receiver operating characteristic analysis.
resultsA cutoff score of 6 on the PHQ-9 corresponded to 78% sensitivity, 75% specificity, 17.3% positive predictive value, 98.1% negative predictive value (NPV), 3.2 positive likelihood ratio (+LR), and 0.3 negative likelihood ratio (-LR). A cutoff score of 15 on the CES-D corresponded to 83% sensitivity, 78% specificity, 19.7% positive predictive value, 98.6% NPV, 3.7 +LR, and 0.22 -LR.
conclusionsThis was the first study to validate depression screening tools in the collegiate SA population. The results suggest cutoff scores on the PHQ-9 and CES-D in SA may need to be lower than those recommended for the general population and provide strong evidence for use as screeners to rule out depression. Referral and confirmatory testing should be implemented to confirm the presence of depression for SAs scoring at or above the cutoff thresholds. Given its brevity, inclusion of a suicidality or self-harm question and evidence of -LR and NPV strength, the PHQ-9 is a practical and effective screener for the SA population.
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