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预测护林员的消耗情况
Aaron K Coombs1, Neil M A Hauenstein2
1Department of Command, Leadership, and Management, United States Army War College, Carlisle, Pennsylvania.
概括
身体和个性特征强烈预测成功的精英军事训练,如护林员评估和选择计划 (RASP). 了解这些因素可以改善候选人选择,并降低高 attrition rates.
科学领域:
- 军事心理学 军事心理学
- 人员的选择人员的选择
- 性能预测性能预测的预测.
背景情况:
- 精英军事计划面临着高消耗率,在某些情况下超过50%.
- 对候选人的有效选对于成功的课程入学至关重要.
- 现有的选择方法可能无法完全捕捉成功的预测因素.
研究的目的:
- 开发和验证"护林员评估和选择计划" (RASP) 中消耗的预测模型.
- 确定身体能力,认知能力和个性得分在预测候选人成功中的相对重要性.
- 探索复合概率得分对于入学决策的有用性.
主要方法:
- 回归模型的开发和交叉验证.
- 利用了候选人招生查数据,包括身体,认知和人格分数.
- 在三个不同的程序时间框架中分析预测因素.
主要成果:
- 身体能力得分是RASP磨损的最强的预测因素,尽管它们在初始选择中被使用.
- 人格分数解释了候选人成功的差异比认知能力分数更多.
- 人格内部的开放性维度特别预测了早期 (第一周) 的磨损.
结论:
- 身体能力仍然是磨损的关键预测因素,需要在选择时仔细考虑.
- 人格评估为预测候选人的成功提供了宝贵的见解,特别是在培训的早期.
- 整合多样化的预测数据可以提高要求高的军事计划候选人选择的准确性.
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