The task of modeling a random experiment as a tool for developing students' thinking

The article describes the structure of educational mathematical activity on modeling a random experiment. Emphasis is placed on the need to include in the modeling process a description of the action that leads to a random result. It is shown that modeling a probabilistic and deterministic applied problem has a single structure. The possibilities of modeling a probabilistic problem in the context of developing students' completeness and structured reasoning as characteristics of thinking are demonstrated. The proposed idea of working with the problem is illustrated by an example of a "routine" probabilistic problem with chess pieces. The possibility of varying and comprehensively studying this problem in the context of developing students' scientific and research types of thinking is described. All problems given in the material have visual illustrated solutions. The definitions of unconditional and conditional probability of a random event, the formula for total probability, and Bayes' formula are used as mathematical tools for solving the problem.

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Publication Details

Journal
Journal of Pedagogical Studies
Published
2025-11-12
DOI
https://doi.org/10.12737/2500-3305-2025-10-5-53-69
Primary Topic
Diverse Interdisciplinary Research Studies
Type
article
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article

The task of modeling a random experiment as a tool for developing students' thinking

Olga Viktorovna Makeeva, Nikita Matrenin
Journal of Pedagogical Studies
Diverse Interdisciplinary Research Studies
article

The task of modeling a random experiment as a tool for developing students' thinking

Olga Viktorovna Makeeva, Nikita Matrenin
article en

Abstract

The article describes the structure of educational mathematical activity on modeling a random experiment. Emphasis is placed on the need to include in the modeling process a description of the action that leads to a random result. It is shown that modeling a probabilistic and deterministic applied problem has a single structure. The possibilities of modeling a probabilistic problem in the context of developing students' completeness and structured reasoning as characteristics of thinking are demonstrated. The proposed idea of working with the problem is illustrated by an example of a "routine" probabilistic problem with chess pieces. The possibility of varying and comprehensively studying this problem in the context of developing students' scientific and research types of thinking is described. All problems given in the material have visual illustrated solutions. The definitions of unconditional and conditional probability of a random event, the formula for total probability, and Bayes' formula are used as mathematical tools for solving the problem.

Journal of Pedagogical StudiesVol. 10(5)
Ulyanovsk State Pedagogical University Named After I. Ulyanov (RU)
Openalex Percentile: Top 82%
Diverse Interdisciplinary Research Studies
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