31 Canadian Forces Health Services Center, Meaford, Ontario N4L 0A1, Canada.
Canadian Forces Morale and Welfare Services, Personnel Support Program, Human Performance Research & Development, Ottawa, Ontario K1J 1J7, Canada.
Mil Med. 2024 Jul 3;189(7-8):e1675-e1682. doi: 10.1093/milmed/usae015.
Musculoskeletal injuries (MSKI) impact military organizations by threatening their operational readiness, warranting investigation into relevant factors to inform risk reduction strategies. While several self-reported and physical performance measures have been associated with MSKI among military personnel, few have been validated and none have been reported in Canadian basic infantry candidates. The purpose of this study was to investigate associations between self-reported and physical performance measures and MSKI, and determine their validity as predictors of MSKI, in Canadian basic infantry candidates.
This was a planned secondary analysis of a study tracking MSKI at a basic infantry training facility in Ontario, Canada approved by Defence Research & Development Canada. Before the basic infantry training, consenting candidates completed a baseline testing session including self-reported questionnaires, measures of anthropometry, and physical performance previously associated with MSKI (ankle dorsiflexion test, Y-Balance Test, Isometric Mid-Thigh Pull, and the Fitness for Operational Requirements of CAF Employment (FORCE) evaluation). All MSKI reported by candidates were diagnosed by licensed healthcare providers. From a total sample of 129 candidates, 76% (n = 98) were used to determine any associations between baseline testing variables and MSKI and to develop a predictive model (Development Sample), while 24% (n = 33) were used to offer preliminary validation of the same predictive model (Validation Sample). The binary logistic regression and independent sample t-testing determined independent associations with MSKI in the Development Sample. All continuous variables and dichotomous variables previously associated with MSKI risk (Smoker Yes/No, previous history of MSKI, and physical inactivity) were entered into a backward stepwise logistic regression analysis to assess the predictive association with MSKI incidence in the Development Sample. The regression model was then applied to the Validation Sample.
A total of 35 MSKI were diagnosed by Health Services Centre staff. The majority of the MSKI were acute (63%), sustained to the hip, knee, and ankle (74%). The most common diagnoses were strains and sprains (71%). Uninjured participants performed significantly better on the Relative Isometric Mid-Thigh Pull, FORCE 20 mR, FORCE ILS, and FORCE Estimated VO2peak compared to injured participants. Logistic regression analysis showed that the only variable with significant independent association with diagnosed MSKI incidence was self-reported previous history of MSKI. However, the backward stepwise logistic regression analysis retained self-reported previous history of MSKI, FORCE SBD, FORCE Estimated VO2peak, and Isometric Mid-Thigh Pull Peak Force as predictors of MKSI. The logistic regression model including these variables could predict MSKI with an accuracy of 79% in the Development Sample and 67% in the Validation Sample.
This study provides preliminary support for the value of measures of absolute muscular strength and cardiorespiratory fitness as predictors of MSKI in Canadian basic infantry candidates. Given the associations between physical performance measures and MSKI, and their necessity during occupational tasks, it is recommended that Canadian basic infantry training facilities integrate resistance training with external loads to best prepare their candidates to meet their occupational demands and potentially minimize MSKI. Further investigations to confirm the predictive capacity of these variables in a larger sample across additional facilities are warranted.
肌肉骨骼损伤(MSKI)通过威胁军事组织的战备能力而对其产生影响,因此有必要对相关因素进行调查,以制定风险降低策略。尽管已经有几项自我报告和身体表现测量方法与军事人员的 MSKI 相关,但这些方法的有效性尚未得到验证,也没有在加拿大基础步兵候选人中得到报道。本研究的目的是调查自我报告和身体表现测量与 MSKI 之间的关联,并确定它们作为 MSKI 预测因子的有效性,研究对象为加拿大基础步兵候选人。
这是对在加拿大安大略省一个基础步兵训练设施跟踪 MSKI 的研究的计划二次分析,该研究得到了加拿大国防研究与发展局的批准。在基础步兵训练之前,同意的候选人完成了基线测试,包括自我报告的问卷、人体测量学指标以及以前与 MSKI 相关的身体表现测试(踝关节背屈测试、Y 平衡测试、等长大腿中部拉力和加拿大武装部队职业要求的体能评估(FORCE))。所有由候选人报告的 MSKI 都由持牌医疗保健提供者进行诊断。在总共 129 名候选人中,76%(n=98)用于确定基线测试变量与 MSKI 之间的任何关联,并制定预测模型(开发样本),而 24%(n=33)用于初步验证相同的预测模型(验证样本)。二元逻辑回归和独立样本 t 检验确定了与 MSKI 在开发样本中的独立关联。所有与 MSKI 风险相关的连续变量和二分变量(吸烟者/不吸烟者、以前的 MSKI 病史和身体不活动)均被纳入向后逐步逻辑回归分析,以评估在开发样本中与 MSKI 发生率的预测关联。然后将回归模型应用于验证样本。
共有 35 例 MSKI 由医疗服务中心工作人员诊断。大多数 MSKI 为急性(63%),累及髋、膝和踝(74%)。最常见的诊断是拉伤和扭伤(71%)。与受伤参与者相比,未受伤的参与者在相对等长大腿中部拉力、FORCE 20mR、FORCE ILS 和 FORCE 估计的 VO2peak 测试中表现更好。逻辑回归分析表明,唯一与诊断的 MSKI 发生率有显著独立关联的变量是自我报告的既往 MSKI 病史。然而,向后逐步逻辑回归分析保留了自我报告的既往 MSKI 病史、FORCE SBD、FORCE 估计的 VO2peak 和等长大腿中部拉力峰值力作为 MSKI 的预测因子。包括这些变量的逻辑回归模型可以在开发样本中以 79%的准确率和验证样本中以 67%的准确率预测 MSKI。
本研究初步支持绝对肌肉力量和心肺功能作为加拿大基础步兵候选人 MSKI 预测因子的价值。鉴于身体表现测量与 MSKI 之间的关联,以及它们在职业任务中的必要性,建议加拿大基础步兵训练设施将抗阻训练与外部负荷相结合,以最好地为其候选人做好应对职业需求的准备,并可能最大限度地减少 MSKI。需要进一步的调查来确认这些变量在更大样本和其他设施中的预测能力。