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相关概念视频

Cognitive Learning01:21

Cognitive Learning

431
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...
431
Community Based Intervention01:30

Community Based Intervention

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Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
66
Operant Conditioning Intervention01:24

Operant Conditioning Intervention

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Operant conditioning serves as a foundational principle in therapeutic interventions aimed at modifying maladaptive behaviors. Central to this approach is the notion that behaviors, both adaptive and maladaptive, are learned through reinforcement. By analyzing the environmental factors that reinforce problematic behaviors, clinicians can design interventions to weaken these reinforcements and replace maladaptive behaviors with healthier alternatives.
In operant conditioning, behaviors that are...
87
The Scientific Method02:40

The Scientific Method

59.6K
Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.
59.6K
Case Studies01:22

Case Studies

11.7K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.7K
Introduction to Learning01:18

Introduction to Learning

474
Learning is the process of acquiring knowledge or skills through practice or experience, leading to long-lasting behavioral changes. This acquisition occurs through interaction with the environment and requires practice or experience. For instance, mastering a skill such as surfing requires considerable practice and experience, highlighting the essential role of repeated interactions with the environment in learning.
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
474

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相关实验视频

Updated: Jul 23, 2025

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
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Published on: September 11, 2021

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一个基于人工智能的干预措施,以改善本科生STEM学习.

Mohammad Rashedul Hasan1, Bilal Khan2

  • 1Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, United States of America.

PloS one
|July 19, 2023
PubMed
概括
此摘要是机器生成的。

在一项试点研究中,即时干预显著提高了STEM学生的合格率. 这些数据驱动的教育工具有望提高科学,技术,工程和数学学习的学术成功.

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科学领域:

  • 教育技术的教育技术
  • 在STEM教育方面.
  • 学习分析学习分析

背景情况:

  • 本科STEM课程面临的挑战是留住学生和取得成功.
  • 预测分析可以早期识别有风险的学生.
  • 个性化,及时的干预措施可以改善学术成果.

研究的目的:

  • 评估即时干预对本科生STEM学生学术表现的有效性.
  • 评估机器学习驱动的洞察力对学生成功的影响.

主要方法:

  • 一个小规模的随机对照试验,涉及65名本科生参加STEM课程.
  • 干预内容是使用机器学习模型开发的,这些模型是根据学生三年历史数据 (N=537) 进行训练的.
  • 干预组和对照组之间的学术成果的比较.

主要成果:

  • 准时干预组显示,通过率在统计学上显著增加.
  • 该研究表明,数据驱动干预措施对学生成绩产生了积极影响.
  • 在其他学术成果中没有观察到任何显著差异 (摘要中未指明的细节).

结论:

  • 根据学习分析的信息,即时干预具有改善STEM教育的巨大潜力.
  • 需要更大,更强大的随机对照试验来证实这些发现.
  • 这种方法提供了一种可扩展的方法,以支持学生在高等教育STEM领域的成功.