任务,人,和体验特征驱动学习转移的学习
Kyle J LaFollette1,2, David J Frank3, Alexander P Burgoyne4,5
1Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH, USA. kyle.lafollette@chicagobooth.edu.
Communications psychology
|January 29, 2026
概括
技能转移对于复杂的任务至关重要. 这项研究表明压力,任务环境和个体特征如何相互作用影响技能转移,揭示了超出群体平均值的复杂适应.
科学领域:
- 认知心理学 认知心理学
- 人类因素工程 人类因素工程
- 学习科学 学习科学
背景情况:
- 技能转移对于复杂的表现至关重要.
- 现有的研究往往忽视了任务,个人和经验因素之间的相互作用.
- 了解这些相互作用是优化动态环境中学习和表现的关键.
研究的目的:
- 调查干预层面的因素 (任务一致性,压力),人与人之间的差异 (情感认知特征,生理特征) 和人内波动 (练习量) 如何共同影响技能转移.
- 探索情绪和生理调节与技能转移中的环境因素的相互作用.
- 为了提供一个更细致的理解转移超越传统的组级分析.
主要方法:
- 游戏化学习任务在6轮中使用了241名参与者.
- 参与者在不同的压力和任务一致性条件下进行训练 (一致与不一致的环境).
- 在参与者继续在不同的任务环境中或切换到不同的任务环境后,评估了绩效.
主要成果:
- 任务一致性提高了学习效率,但切换到不一致的环境影响了绩效.
- 在生理反应和情感认知特征 (认知重新评估,不容忍不确定性) 的个体差异显著塑造了切换后的表现.
- 观察到补偿性适应,突出了个别监管策略如何与环境变化相互作用.
结论:
- 技能转移受到任务设计,环境要求和个人监管能力的复杂相互作用的影响.
- 情绪和生理调节是技能转移的关键调节者,特别是在任务环境发生变化时.
- 这项研究通过强调人体内变异性和个体适应差异的重要性来推进转移模型.
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