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相关概念视频

Information Processing Approach01:30

Information Processing Approach

37
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
37
Cognitive Development During Adulthood01:30

Cognitive Development During Adulthood

109
Cognitive development continues throughout adulthood, undergoing significant shifts across early, middle, and late stages. Individual transition occurs from adolescent idealism to pragmatic and adaptable thinking in early adulthood. During this period, individuals learn to integrate personal beliefs with the recognition that other perspectives are equally valid. Exposure to the complexities of modern society, diverse experiences, and higher education contribute to this adaptive thought process,...
109
Cognitivism01:17

Cognitivism

1.4K
Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
1.4K
Cognitive Development During Adolescence01:18

Cognitive Development During Adolescence

55
During adolescence, individuals experience significant cognitive development that enhances their understanding of others' emotions and thoughts, known as cognitive empathy. This period is marked by an increased ability to adapt to others' perspectives and a more nuanced understanding of others' mental states, a skill that is foundational for social problem-solving and conflict avoidance. The development of cognitive empathy relies heavily on the theory of mind — the...
55
Piaget's Stage 3 of Cognitive Development01:17

Piaget's Stage 3 of Cognitive Development

550
During Piaget's concrete operational stage, from ages 7 to 11, children exhibit a marked increase in logical thinking skills, specifically in relation to tangible, real-world events. This stage is characterized by the development of several essential cognitive concepts, including conservation, reversibility, and classification, all of which support the child's evolving capacity for structured thought.
Conservation and Constancy of Quantity
A significant cognitive milestone in the...
550
Cognitive Learning01:21

Cognitive Learning

243
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
243

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Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
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生命周期,教育和统计认知能力.

Kejie Zhao1, Wei Zang1, Erman Nie2

  • 1Shandong Jianzhu University, 1000 Fengming Road, Licheng District, Jinan, Shandong, 250101, China.

Heliyon
|February 19, 2024
PubMed
概括

统计认知能力在整个生命周期中遵循一个反转的U形曲线. 更高的个人和家长教育会对这种能力产生积极影响,这对人工智能和大数据开发至关重要.

科学领域:

  • 认知科学 认知科学
  • 数据科学数据科学数据科学
  • 社会学 社会学 社会学

背景情况:

  • 高统计认知能力对于AI和大数据时代的发展至关重要.
  • 了解生命周期的变化和影响统计认知能力的因素至关重要.
  • 中国家庭小组研究 (CFPS) 为分析个人和社会因素提供了丰富的数据集.

研究的目的:

  • 分析统计认知能力的生命周期轨迹.
  • 研究个人教育和家长教育对统计认知能力的影响.
  • 检查不同的人口群体之间的这些影响.

主要方法:

  • 利用机器学习,特别是局部加权回归算法.
  • 分析了来自中国家庭小组研究 (CFPS) 的26000个人的大型数据集.
  • 采用强大的局部加权和光滑散射图用于曲线分析.

主要成果:

  • 统计认知能力在整个生命周期中表现出一个反转的U形曲线.
  • 教育年数的增加与统计认知能力有积极的相关性.
  • 父母的高等教育也与个人的统计认知能力成比例.

结论:

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  • 统计认知能力在成年期中期达到顶峰,然后下降.
  • 在个人和家长层面的教育成就显著提高了统计认知能力.
  • 调查结果强调了教育在培养现代数据驱动经济所必需的认知技能方面的重要性.