Bruce Jared M, Meeuwisse Willem, Thelen Joan, Hutchison Michael G, Comper Paul, Echemendia Ruben J
Department of Biomedical and Health Informatics, University of Missouri-Kansas City, Kansas City, MO 64108, USA.
The National Hockey League.
Arch Clin Neuropsychol. 2022 Feb 22;37(3):621-632. doi: 10.1093/arclin/acab092.
Neuropsychologists commonly use a large battery of tests to inform clinical decisions. Decision analysis can be used to determine which individual tests play a role in the decision-making process. The objective of this project was to conduct quantitative and qualitative decision analysis of decisions by team neuropsychologists with professional hockey players being evaluated as part of the National Hockey League (NHL)/NHL Players Association Concussion Protocol.
We extracted neuropsychological data from an NHL clinical program database. Team neuropsychologists evaluated concussed players using a hybrid neuropsychological test battery. The neuropsychologists then determined whether players were experiencing concussion-related cognitive difficulties. Logistic regression was used to examine which tests accounted for unique variance in the decision-making process. We also conducted a survey of NHL neuropsychologists, asking them to rate the usefulness of each test in the battery.
Five of the fifteen measures accounted for unique variance in team neuropsychologists' decisions, including the ImPACT Verbal Memory Composite, Visual Motor Composite, Reaction Time Composite, Symptom Score, and Brief Visuospatial Memory Test-Revised Delayed Recall. Notable discrepancies were uncovered between quantitative indications of usefulness and self-reported qualitative perceptions of test usefulness when making decisions. Qualitatively, clinicians reported that the Hopkins Verbal Learning Test-Revised, Symbol Digit Modalities Test, ImPACT Reaction Time, and Color Trails 2 were the most useful tests when making decisions.
Along with validation studies, decision analysis can be used as part of a comprehensive evaluation process to inform the development of best-practice batteries for use among athletes with sports concussion.
神经心理学家通常会使用大量测试来辅助临床决策。决策分析可用于确定哪些个别测试在决策过程中发挥作用。本项目的目的是对团队神经心理学家针对国家冰球联盟(NHL)/NHL球员协会脑震荡协议评估职业冰球运动员时所做的决策进行定量和定性决策分析。
我们从一个NHL临床项目数据库中提取神经心理学数据。团队神经心理学家使用混合神经心理学测试组合评估脑震荡球员。然后,神经心理学家确定球员是否存在与脑震荡相关的认知困难。使用逻辑回归来检验哪些测试在决策过程中解释了独特的方差。我们还对NHL神经心理学家进行了一项调查,询问他们对测试组合中每项测试的有用性进行评分。
15项测量指标中的5项在团队神经心理学家的决策中解释了独特的方差,包括ImPACT言语记忆综合得分、视觉运动综合得分、反应时间综合得分、症状评分以及简短视觉空间记忆测试修订版延迟回忆。在决策时,有用性的定量指标与自我报告的测试有用性定性认知之间发现了显著差异。定性方面,临床医生报告说,霍普金斯言语学习测试修订版、符号数字模态测试、ImPACT反应时间和颜色轨迹2在决策时是最有用的测试。
除了验证研究之外,决策分析可作为综合评估过程的一部分,为制定用于运动性脑震荡运动员的最佳实践测试组合提供参考。