维度与分类方法:对数学认知进行比较研究
Ankit Mishra1, Azizuddin Khan1
1Psychophysiology Laboratory, Department of Humanities and Social Sciences, Indian Institute of Technology Bombay, Mumbai 400076, India.
Trends in neuroscience and education
|December 5, 2024
概括
维度方法比分类方法更好地预测儿童的数学能力. 这种方法提供了对数学认知及其预测因素的更全面的理解.
科学领域:
- 认知心理学 认知心理学
- 教育心理学教育心理学
- 神经科学是一个神经科学.
背景情况:
- 数学能力是通过不同假设的分类和维度方法来理解的.
- 之前的研究没有经验性地比较这些方法来预测数学能力差异.
研究的目的:
- 实证地比较分类与维度方法对数学能力的预测能力.
- 为了研究哪种方法提供了对数学认知的更全面的洞察.
主要方法:
- 104名三年级和四年级的学生完成了数学能力和认知测试.
- 参与者被分类 (分类方法) 或集体分析 (维度方法).
- 认知测量包括近似数值系统,工作记忆,抑制控制和空间能力.
主要成果:
- 维度方法显示了数学能力的显著更大的预测能力.
- 层次回归证实了维度方法对分类方法的优越预测能力.
结论:
- 维度方法提供了对数学认知的更细致和更全面的理解.
- 这种方法可以更好地控制预测因素,提高研究准确性.
相关概念视频
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...
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
Language and Cognition
323
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
323
Dimensional Analysis
44.5K
Dimensional analysis, also known as the factor label method, is a versatile approach for mathematical operations. The main principle behind this approach is: the units of quantities must be subjected to the same mathematical operations as their associated numbers. This method can be applied to computations ranging from simple unit conversions to more complex and multi-step calculations involving several different quantities and their units.
Conversion Factors and Dimensional Analysis
The unit...
Conversion Factors and Dimensional Analysis
The unit...
44.5K
How Data are Classified: Categorical Data
31.6K
A variable, usually notated by capital letters such as X and Y, is a characteristic or measurement that can be determined for each member of a population. Data are the actual values of variables. They may be numbers, or they may be words. Datum is a single value.
Data are classified based on whether they are measurable or not. Categorical data cannot be measured; instead, it can be divided into categories. For example, if Y denotes a person's party affiliation, some examples of Y include...
Data are classified based on whether they are measurable or not. Categorical data cannot be measured; instead, it can be divided into categories. For example, if Y denotes a person's party affiliation, some examples of Y include...
31.6K
Introduction to Cognitive Psychology
427
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
427
Nominal Level of Measurement
27.7K
The way a set of data is measured is called its level of measurement. Correct statistical procedures depend on a researcher being familiar with levels of measurement. Not every statistical operation can be used with every set of data. For analysis, data are classified into four levels of measurement—nominal, ordinal, interval, and ratio.
The data that cannot be measured but can be grouped into categories fall under the nominal level of measurement. Data that is measured using a nominal...
The data that cannot be measured but can be grouped into categories fall under the nominal level of measurement. Data that is measured using a nominal...
27.7K


