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拓展消防员学员体能研究、学院退学原因及体能测试预测能力。

Expanding Research on Firefighter Trainee Fitness, Reasons for Academy Release, and the Predictive Capabilities of Fitness Tests.

机构信息

Department of Kinesiology, California State University, Fullerton, Fullerton, California.

Tactical Research Unit, Bond University, Robina, Australia.

出版信息

J Strength Cond Res. 2024 Apr 1;38(4):724-733. doi: 10.1519/JSC.0000000000004696.

Abstract

Lockie, RG, Orr, RM, Montes, F, and Dawes, JJ. Expanding research on firefighter trainee fitness, reasons for academy release, and the predictive capabilities of fitness tests. J Strength Cond Res 38(4): 724-733, 2024-Firefighter trainees need a level of fitness to be admitted to and complete a training academy. Fitness could indicate a trainee's likelihood of graduation, in addition to their reasons for release. This study determined fitness differences between firefighter trainees who graduated (GRAD) from academy or were released because of injury (RELI), performance test failures (RELP), or resignation (RELR), and whether fitness predicted graduation. Occupational physical ability test (OPAT) data for 686 trainees were analyzed, including: Illinois agility test; push-ups; pull-ups; leg tucks; maximal aerobic capacity (V̇O2max); backward overhead medicine ball throw; 10-repetition maximum deadlift; and farmer's carry. Raw and scaled (based on internal scoring) scores were recorded. Trainees were split into GRAD (n = 576), RELI (n = 33), RELP (n = 66), and RELR (n = 11) groups. A 1-way ANOVA with Bonferroni post hoc calculated between-group differences. Stepwise linear regression determined whether fitness predicted group inclusion. Receiver operating curves and area under the curve (AUC) derived test accuracy for predicting academy release. The GRAD group was superior (p ≤ 0.04) to the RELI group in all tests except push-ups, pull-ups, and farmer's carry; RELP group in all tests except the farmer's carry; and RELR group in V̇O2max, deadlift, and total OPAT score. Select fitness tests could predict inclusion in each group, although the explained variances were low (∼1-11%). Raw V̇O2max (AUC = 0.71) and total OPAT score (AUC = 0.74) had acceptable prediction accuracy. Fitness influenced academy graduation and reasons for release. Scaled scores could predict group inclusion in this department; V̇O2max and total OPAT score provided the most accurate predictors for release.

摘要

洛克,RG,奥尔,RM,蒙特斯,F 和道斯,JJ。扩大消防学员体能、学院退学原因以及体能测试预测能力的研究。J 力量与体能研究 38(4):724-733,2024-消防员学员需要达到一定的体能水平才能被录取并完成培训学院。体能可以表明学员毕业的可能性,以及他们退学的原因。本研究确定了从学院毕业 (GRAD) 或因受伤 (RELI)、绩效测试失败 (RELP) 或辞职 (RELR) 而退学的消防员学员之间的体能差异,以及体能是否可以预测毕业。对 686 名学员的职业体能测试 (OPAT) 数据进行了分析,包括:伊利诺伊州敏捷测试;俯卧撑;引体向上;腿部折叠;最大有氧能力 (V̇O2max);向后头顶药球投掷;10 次最大重复举重;和农夫携带。记录了原始和缩放 (基于内部评分) 分数。学员被分为 GRAD( n = 576)、RELI( n = 33)、RELP( n = 66) 和 RELR( n = 11) 组。使用 Bonferroni 事后检验的单向方差分析计算组间差异。逐步线性回归确定体能是否可以预测组内包含。接收者操作曲线和曲线下面积 (AUC) 得出预测学院退学的测试准确性。GRAD 组在除俯卧撑、引体向上和农夫携带外的所有测试中均优于 RELI 组;RELP 组在除农夫携带外的所有测试中均优于 RELI 组;RELR 组在 V̇O2max、举重和总 OPAT 得分中均优于 RELI 组。选择体能测试可以预测每个组的纳入,但解释的方差较低(约 1-11%)。原始 V̇O2max(AUC = 0.71)和总 OPAT 得分(AUC = 0.74)具有可接受的预测准确性。体能影响学院毕业和退学原因。缩放分数可以预测该部门的组内包含;V̇O2max 和总 OPAT 得分提供了最准确的释放预测指标。

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