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Exams Security and Fairness Trade-Offs

Analysis of Multiple Versions in Introductory Programming Exam

Title: Exams Security and Fairness Trade-Offs

Term Paper , 2025 , 8 Pages , Grade: 87

Autor:in: Mangeti Wesonga (Author)

Computer Science - Miscellaneous
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Summary Details

Exam security strategies that are frequently used to stop cheating in a range of situations include using numerous copies of the test. Large, commercial testing firms sometimes employ psychometric procedures to guarantee test version equivalency, but these methods are usually too expensive and time-consuming for individual schools. Because of this, there is a practical conflict with test versions between exam security (improved by versioning) and fairness (arising from variations in difficulty among versions). In this study, we collected data from 2 sets of exams of students to see the trade-off between test security and fairness on a versioned programming exam. The results indicate that certain populations place a higher importance on one feature than the other. Nevertheless, developing equivalent versions, which will have equal levels of difficulty and require the same level of conceptual understanding, remains a significant task. The present analysis project involved data obtained from the latest exam trials the students performed in the introductory programming course, which delivers various classes over many days. Through thorough scrutiny, this article aims to reveal the complex factors involved in choosing exam versions, which can lead to student assessment inequality but also provides security measures for the system.

Details

Title
Exams Security and Fairness Trade-Offs
Subtitle
Analysis of Multiple Versions in Introductory Programming Exam
College
University of Auckland
Course
COMPSCI 399
Grade
87
Author
Mangeti Wesonga (Author)
Publication Year
2025
Pages
8
Catalog Number
V1707792
ISBN (PDF)
9783389184820
Language
English
Tags
Exam; Security; Test; Versioning; Student; Assessment.
Product Safety
GRIN Publishing GmbH
Quote paper
Mangeti Wesonga (Author), 2025, Exams Security and Fairness Trade-Offs, Munich, GRIN Verlag, https://www.grin.com/document/1707792
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