Tvaryanas Anthony P, Greenwell Brandon, Vicen Gloria J, Maupin Genny M
711th Human Performance Wing, 2510 Fifth St, WPAFB OH.
InfoSciTex, a DCS Company, 4027 Colonel Glenn Hwy, Beavercreek OH.
Mil Med. 2018 Sep 1;183(9-10):e612-e618. doi: 10.1093/milmed/usx221.
Air Force Medical Service health promotions staff have identified a set of evidenced-based interventions targeting tobacco use, sleep habits, obesity/healthy weight, and physical activity that could be integrated, packaged, and deployed as a Commander's Wellness Program. The premise of the program is that improvements in the aforementioned aspects of the health of unit members will directly benefit commanders in terms of members' fitness assessment scores and the duration of periods of limited duty. The purpose of this study is to validate the Commander's Wellness Program assumption that body mass index (BMI), physical activity habits, tobacco use, sleep, and nutritional habits are associated with physical fitness assessment scores, fitness assessment exemptions, and aggregate days of limited duty in the population of active duty U.S. Air Force personnel.
This study used a cross-sectional analysis of active duty U.S. Air Force personnel with an Air Force Web-based Health Assessment and fitness assessment data during fiscal year 2013. Predictor variables included age, BMI, gender, physical activity level (moderate physical activity, vigorous activity, and muscle activity), tobacco use, sleep, and dietary habits (consumption of a variety of foods, daily servings of fruits and vegetables, consumption of high-fiber foods, and consumption of high-fat foods). Nonparametric methods were used for the exploratory analysis and parametric methods were used for model building and statistical inference.
The study population comprised 221,239 participants. Increasing BMI and tobacco use were negatively associated with the outcome of composite fitness score. Increasing BMI and tobacco use and decreasing sleep were associated with an increased likelihood for the outcome of fitness assessment exemption status. Increasing BMI and tobacco use and decreasing composite fitness score and sleep were associated with an increased likelihood for the outcome of limited duty status, whereas increasing BMI and decreasing sleep were associated with the outcome of increased aggregate days of limited duty. The observed associations were in the expected direction and the effect sizes were modest. Physical activity habits and nutritional habits were not observed to be associated with any of the outcome measures.
The Commander's Wellness Program should be scoped to those interventions targeting BMI, composite fitness score, sleep, and tobacco use. Although neither self-reported physical activity nor nutritional habits were associated with the outcomes, it is still worthwhile to include related interventions in the Commander's Wellness Program because of the finding in other studies of a consistent association between the overall number of health risks and productivity outcomes.
美国空军医疗服务部的健康促进工作人员确定了一系列针对烟草使用、睡眠习惯、肥胖/健康体重和体育活动的循证干预措施,这些措施可以整合、打包并作为指挥官健康计划加以部署。该计划的前提是,改善部队成员上述健康方面的状况将在成员的体能评估分数和有限执勤期时长方面直接使指挥官受益。本研究的目的是验证指挥官健康计划的假设,即体重指数(BMI)、体育活动习惯、烟草使用、睡眠和营养习惯与美国现役空军人员群体的体能评估分数、体能评估豁免情况以及有限执勤总天数相关。
本研究对2013财年具有空军基于网络的健康评估和体能评估数据的美国现役空军人员进行了横断面分析。预测变量包括年龄、BMI、性别、体育活动水平(适度体育活动、剧烈活动和肌肉活动)、烟草使用、睡眠和饮食习惯(各类食物的摄入量、每日水果和蔬菜的份数、高纤维食物的摄入量以及高脂肪食物的摄入量)。探索性分析采用非参数方法,模型构建和统计推断采用参数方法。
研究人群包括221,239名参与者。BMI增加和烟草使用与综合体能分数结果呈负相关。BMI增加、烟草使用增加以及睡眠减少与体能评估豁免状态结果的可能性增加相关。BMI增加、烟草使用增加、综合体能分数和睡眠减少与有限执勤状态结果的可能性增加相关,而BMI增加和睡眠减少与有限执勤总天数增加的结果相关。观察到的关联方向符合预期,效应大小适中。未观察到体育活动习惯和营养习惯与任何结果指标相关。
指挥官健康计划应涵盖针对BMI、综合体能分数、睡眠和烟草使用的干预措施。虽然自我报告的体育活动和营养习惯均与结果无关,但由于其他研究发现健康风险总数与生产力结果之间存在一致关联,因此在指挥官健康计划中纳入相关干预措施仍然是值得的。