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相关概念视频

Gene-Environment Interactions01:20

Gene-Environment Interactions

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Gene expression is a dynamic process that is significantly influenced by environmental factors. This interaction underlies the complex nature of biological development and the phenotypic differences observed among individuals, even among those with identical genetic makeups. Factors such as radiation, temperature, behavior, nutrition, and stress play pivotal roles in determining how genes are expressed. The concept of the reaction range is central to understanding this interaction. It posits...
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Although the genetic makeup of an organism plays a major role in determining the phenotype, there are also several environmental factors, such as temperature, oxygen availability, presence of mutagens, that can alter an organism’s phenotype.
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Behavior is a product of both the situation (e.g., cultural influences, social roles, and the presence of bystanders) and of the person (e.g., personality characteristics). Subfields of psychology tend to focus on one influence or behavior over others. Situationism is the view that our behavior and actions are determined by our immediate environment and surroundings. In contrast, dispositionism holds that our behavior is determined by internal factors (Heider, 1958).
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Environmental Influences on Intelligence01:29

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Despite the strong genetic influence on traits like intelligence, environmental factors significantly shape outcomes. For example, while over 90% of height variation is due to genetic differences, environmental factors such as nutrition also have a notable impact. Similarly, for intelligence, changes in a child's surroundings can significantly alter their IQ. Research shows that enriched environments boost children's academic success and help them develop key cognitive skills. Children...
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The Behavioral Perspective on Personality01:19

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Behaviorists view personality as primarily shaped by environmental reinforcements and consequences. According to this perspective, behavior is influenced by external stimuli, and individuals adjust their actions based on rewards and punishments. Over time, learning histories — accumulated patterns of reinforcement — play a significant role in shaping personality. Behaviors that lead to positive outcomes are reinforced, while those resulting in negative outcomes are diminished.
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Social Cognitive Perspective on Personality01:30

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Social cognitive perspectives on personality emphasize the importance of conscious awareness, beliefs, expectations, and goals in shaping behavior. These perspectives incorporate behaviorist principles, such as learning through reinforcement and conditioning, but extend beyond them by highlighting human reasoning and planning. Unlike traditional behaviorist views, social cognitive theory focuses on how individuals reflect on their past experiences and plan for future outcomes by considering...
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相关实验视频

Updated: Jun 27, 2025

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在环境敏感性元框架内探索人×环境相互作用的贝叶斯方法.

Francesca Lionetti1, Antonio Calcagnì2, Giulio D'Urso3

  • 1Department of Neurosciences, Imaging and Clinical Sciences, G. d'Annunzio University of Chieti-Pescara, Chieti, Italy.

Journal of child psychology and psychiatry, and allied disciplines
|May 3, 2024
PubMed
概括

使用马尔科夫链蒙特卡洛 (MCMC) 的新贝叶斯方法有效估计了环境敏感性相互作用. 这种方法优于传统方法,特别是在小样本中,为个人与环境相互作用研究提供更准确的结果.

关键词:
贝叶斯的方法是贝叶斯的方法.不同的敏感性差异.在MCMC的估计中,MCMC的估计是:病变症 - 压力压力优势的灵敏度 优势的灵敏度

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科学领域:

  • 心理学 心理学 心理学
  • 统计 统计 统计 统计
  • 环境健康 环境健康

背景情况:

  • 研究个人与环境的相互作用对于理解环境敏感性至关重要.
  • 现有的统计模型,如透析-压力,面临着计算挑战,特别是在临床研究中常见的小样本大小.

研究的目的:

  • 提出贝叶斯式解决方案,用于估计环境灵敏度模型中的相互作用参数.
  • 使用蒙特卡洛马尔科夫链 (MCMC) 调整现有的非线性最小平方 (NLS) 方法.

主要方法:

  • 开发了一种使用蒙特卡洛马尔科夫链 (MCMC) 的贝叶斯方法.
  • 该MCMC方法是根据Widaman等人所采用的. 的非线性最小平方 (NLS) 方法.

主要成果:

  • 无论是MCMC还是NLS,在样本大小的情况下都产生了类似的结果.
  • 与NLS相比,MCMC表现优越,特别是在小样本和更高的残余方差方面,解决了估计问题并提高了准确性.

结论:

  • 贝叶斯式MCMC方法为研究个人与环境相互作用的频率主义方法中的计算挑战提供了可行的解决方案.
  • 这种方法提高了研究结果的可信度,对临床和应用理解环境敏感性的潜在影响.