低心理复原力和体能可预测美国海军陆战队军官候选学校培训的减员情况。

IF 1.1 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY
Jennifer N Forse, Kristen J Koltun, Matthew B Bird, Mita Lovalekar, Evan D Feigel, Elizabeth J Steele, Brian J Martin, Bradley C Nindl
{"title":"低心理复原力和体能可预测美国海军陆战队军官候选学校培训的减员情况。","authors":"Jennifer N Forse, Kristen J Koltun, Matthew B Bird, Mita Lovalekar, Evan D Feigel, Elizabeth J Steele, Brian J Martin, Bradley C Nindl","doi":"10.1080/08995605.2024.2403826","DOIUrl":null,"url":null,"abstract":"<p><p>The objective is to examine the predictors of attrition in male and female candidates undergoing a 10-week early career military training program. 1006 candidates (79.5% male, 24.7 ± 3.2 years) consented to participating in a larger study examining predictors of injury during US Marine Corps Officer Candidates School (OCS). Participants completed a blood draw, demographic and psychological characteristics questionnaires, and two fitness tests. Participants were then grouped based on successful completion of OCS or not. Associations between potential predictors and attrition were analyzed using simple logistic regression analyses, followed by a backward stepwise elimination method. Area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to determine the accuracy of the attrition prediction model. 260 candidates (25.8%) attritted over the 10-week training, with the highest number of discharges during week 5. Musculoskeletal injury (MSKI) was the most common cause of attrition (30%), followed by non-MSKI medical (21.5%), and volitional withdrawals (19.6%). Sex, body mass index (BMI), resilience, initial physical fitness test score, combat fitness test (CFT) score, and prior military service were all significantly associated with attrition from OCS (all <i>p</i> < .05). The final prediction model of attrition included CFT score (<i>p</i> = .027) and resilience (<i>p</i> = .018). Multiple demographic, psychological, and fitness characteristics are associated with attrition from an early career military training course (OCS) and may be utilized as part of early screening procedures to identify and provide guidance for individuals at risk for not completing OCS.</p>","PeriodicalId":18696,"journal":{"name":"Military Psychology","volume":null,"pages":null},"PeriodicalIF":1.1000,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Low psychological resilience and physical fitness predict attrition from US Marine Corps Officer Candidate School training.\",\"authors\":\"Jennifer N Forse, Kristen J Koltun, Matthew B Bird, Mita Lovalekar, Evan D Feigel, Elizabeth J Steele, Brian J Martin, Bradley C Nindl\",\"doi\":\"10.1080/08995605.2024.2403826\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The objective is to examine the predictors of attrition in male and female candidates undergoing a 10-week early career military training program. 1006 candidates (79.5% male, 24.7 ± 3.2 years) consented to participating in a larger study examining predictors of injury during US Marine Corps Officer Candidates School (OCS). Participants completed a blood draw, demographic and psychological characteristics questionnaires, and two fitness tests. Participants were then grouped based on successful completion of OCS or not. Associations between potential predictors and attrition were analyzed using simple logistic regression analyses, followed by a backward stepwise elimination method. Area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to determine the accuracy of the attrition prediction model. 260 candidates (25.8%) attritted over the 10-week training, with the highest number of discharges during week 5. Musculoskeletal injury (MSKI) was the most common cause of attrition (30%), followed by non-MSKI medical (21.5%), and volitional withdrawals (19.6%). Sex, body mass index (BMI), resilience, initial physical fitness test score, combat fitness test (CFT) score, and prior military service were all significantly associated with attrition from OCS (all <i>p</i> < .05). The final prediction model of attrition included CFT score (<i>p</i> = .027) and resilience (<i>p</i> = .018). Multiple demographic, psychological, and fitness characteristics are associated with attrition from an early career military training course (OCS) and may be utilized as part of early screening procedures to identify and provide guidance for individuals at risk for not completing OCS.</p>\",\"PeriodicalId\":18696,\"journal\":{\"name\":\"Military Psychology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2024-10-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Military Psychology\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.1080/08995605.2024.2403826\",\"RegionNum\":4,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PSYCHOLOGY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Military Psychology","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1080/08995605.2024.2403826","RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

目的是研究在接受为期 10 周的早期职业军事训练的男女候选人中出现减员的预测因素。1006 名候选人(79.5% 为男性,24.7 ± 3.2 岁)同意参加一项更大规模的研究,该研究对美国海军陆战队军官候选人学校(OCS)期间的受伤预测因素进行了调查。参与者完成了抽血、人口和心理特征问卷调查以及两项体能测试。然后根据学员是否成功完成 OCS 进行分组。我们使用简单的逻辑回归分析法分析了潜在预测因素与自然减员之间的关系,然后使用了后向逐步排除法。接收者操作特征曲线(ROC)的曲线下面积(AUC)用于确定减员预测模型的准确性。在为期 10 周的培训中,有 260 名候选人(25.8%)流失,其中第 5 周流失人数最多。肌肉骨骼损伤(MSKI)是最常见的减员原因(30%),其次是非肌肉骨骼损伤的医疗原因(21.5%)和自愿退出(19.6%)。性别、体重指数(BMI)、复原力、初始体能测试得分、战斗体能测试(CFT)得分以及服役经历都与OCS的减员(所有P = .027)和复原力(P = .018)显著相关。多种人口、心理和体能特征与早期职业军事训练课程(OCS)的减员有关,可作为早期筛选程序的一部分,用于识别有可能无法完成 OCS 的人员并为其提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low psychological resilience and physical fitness predict attrition from US Marine Corps Officer Candidate School training.

The objective is to examine the predictors of attrition in male and female candidates undergoing a 10-week early career military training program. 1006 candidates (79.5% male, 24.7 ± 3.2 years) consented to participating in a larger study examining predictors of injury during US Marine Corps Officer Candidates School (OCS). Participants completed a blood draw, demographic and psychological characteristics questionnaires, and two fitness tests. Participants were then grouped based on successful completion of OCS or not. Associations between potential predictors and attrition were analyzed using simple logistic regression analyses, followed by a backward stepwise elimination method. Area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to determine the accuracy of the attrition prediction model. 260 candidates (25.8%) attritted over the 10-week training, with the highest number of discharges during week 5. Musculoskeletal injury (MSKI) was the most common cause of attrition (30%), followed by non-MSKI medical (21.5%), and volitional withdrawals (19.6%). Sex, body mass index (BMI), resilience, initial physical fitness test score, combat fitness test (CFT) score, and prior military service were all significantly associated with attrition from OCS (all p < .05). The final prediction model of attrition included CFT score (p = .027) and resilience (p = .018). Multiple demographic, psychological, and fitness characteristics are associated with attrition from an early career military training course (OCS) and may be utilized as part of early screening procedures to identify and provide guidance for individuals at risk for not completing OCS.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Military Psychology
Military Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
2.30
自引率
18.20%
发文量
80
期刊介绍: Military Psychology is the quarterly journal of Division 19 (Society for Military Psychology) of the American Psychological Association. The journal seeks to facilitate the scientific development of military psychology by encouraging communication between researchers and practitioners. The domain of military psychology is the conduct of research or practice of psychological principles within a military environment. The journal publishes behavioral science research articles having military applications in the areas of clinical and health psychology, training and human factors, manpower and personnel, social and organizational systems, and testing and measurement.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信