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A revisionist approach to Jean Piaget's theory of cognitive development has brought new insights that challenge and reinterpret his established ideas. Piaget proposed that the formal operational stage, emerging in adolescence, represents the culmination of cognitive maturity. During this stage, individuals are said to develop abstract thinking, engage in systematic problem-solving, and show a form of egocentrism, believing others are as preoccupied with their behavior as they are...
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从青春期到成年期,决策噪音的减少会导致更复杂的选择行为和绩效增长的增加.

Vanessa Scholz1,2, Maria Waltmann1,3, Nadine Herzog3,4

  • 1Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Centre of Mental Health, University of Würzburg, Würzburg, Germany.

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青少年的决策过程显示噪音增加,影响了复杂的选择. 这种决策噪音,衡量非最佳选择,调解学习和行为的发展变化,为精神疾病发病提供了洞察力.

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科学领域:

  • 神经科学是一个神经科学.
  • 发展心理学 发展心理学
  • 计算精神病学是一种计算精神病学.

背景情况:

  • 青春期是学习和决策的发展变化的一个关键时期.
  • 青少年表现出较高的决策噪音,导致不理想的选择.
  • 决策噪音与特定选择行为发展之间的关系尚不清楚.

研究的目的:

  • 研究决策噪音与发展过程中的特定选择行为之间的关系.
  • 确定决策噪声的年龄相关变化是否介导了复杂的选择过程的发展.
  • 探索与决策噪声相关的计算参数的跨任务概括.

主要方法:

  • 利用了三个强化学习 (RL) 任务:一个激励性的Go/NoGo任务,一个反转学习任务和一个顺序选择任务.
  • 检查了93名12至42岁的参与者.
  • 分析计算参数,重点关注决策噪音及其对选择行为调解效应.

主要成果:

  • 决策噪声水平在不同的RL任务之间有很强的相关性.
  • 决策噪音显著介导了复杂的选择行为和表现的年龄相关增加.
  • 调查结果强调了一般噪音水平变化在特定选择发展中的关键作用.

结论:

  • 决策噪音在复杂的决策组件的发展轨迹中起着至关重要的作用.
  • 了解噪音的神经计算机制是理解决策中的发育变化的关键.
  • 这项研究提供了关于精神疾病发育起源的见解.