Application for Statistical Processing of Pedagogical Experiment Results: A Component-Based Approach

Pedagogical scientists often need to process the results of a pedagogical experiment. The purpose of the article is to reveal the features of the architecture and structure of the application for statistical processing of the results of a pedagogical experiment. To statistically process the results of a pedagogical experiment, we have developed an application that provides the calculation of Mann-Whitney, Pearson, and Student criteria. For the application, we chose the modular architecture, which is a hierarchical structure. Due to the component-oriented approach, it is possible to modernize and expand the application's functionality. The application can read data from a text file, an XLSX file, a database, or a table in the main form of the application.

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Publication Details

Published
2025-04-23
DOI
https://doi.org/10.1109/icict64420.2025.11004909
Primary Topic
Experimental Learning in Engineering
Type
article
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article

Application for Statistical Processing of Pedagogical Experiment Results: A Component-Based Approach

Vitalii M. Bazurin, Ольга Серафимівна Чашечникова, Oleg Pursky
Experimental Learning in Engineering
article

Application for Statistical Processing of Pedagogical Experiment Results: A Component-Based Approach

Vitalii M. Bazurin, Ольга Серафимівна Чашечникова, Oleg Pursky
article en

Abstract

Pedagogical scientists often need to process the results of a pedagogical experiment. The purpose of the article is to reveal the features of the architecture and structure of the application for statistical processing of the results of a pedagogical experiment. To statistically process the results of a pedagogical experiment, we have developed an application that provides the calculation of Mann-Whitney, Pearson, and Student criteria. For the application, we chose the modular architecture, which is a hierarchical structure. Due to the component-oriented approach, it is possible to modernize and expand the application's functionality. The application can read data from a text file, an XLSX file, a database, or a table in the main form of the application.

State University of Trade and Economics (UA), Sumy State Pedagogical University named after A. S. Makarenko (UA)
Openalex Percentile: Top 84%
Experimental Learning in Engineering
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