Research Article

Decoding mathematics values in a Turkish high-stakes exam: A qualitative content analysis

Volume: 13 Number: 1 January 2, 2026
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Decoding mathematics values in a Turkish high-stakes exam: A qualitative content analysis

Abstract

This study investigated the mathematical values conveyed in questions in a Turkish high-stakes exam, the High School Transition System, which marks the transition from middle school to high school. For this purpose, 100 mathematics questions from the High School Transition System exams over the past five years were obtained from open sources. Adopting a qualitative research design based on document analysis, the study employed content analysis methods focused on sentence-based meaning. The findings indicated that the questions were grouped into two mathematics value categories: transformational and structurational. Here, structurational values include structures and processes such as being disconnected, dehumanized, theoretical, abstract, objective, and controlling the environment. In contrast, transformational values are related to the applicability of mathematics in daily life, its connection to dynamic processes, humanization, and its openness to development. Some suggestions for education stakeholders and further research were also made, based on the study findings.

Keywords

Ethical Statement

This article was conducted by document analysis method. Since no data were collected from any living creature (human, animal, etc.) in this study, it does not require ethics committee permission. The authors declare no conflict of interest. This research study complies with research publishing ethics. The scientific and legal responsibility for manuscripts published in IJATE belongs to the authors.

References

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Details

Primary Language

English

Subjects

Measurement and Evaluation in Education (Other)

Journal Section

Research Article

Publication Date

January 2, 2026

Submission Date

April 21, 2025

Acceptance Date

November 12, 2025

Published in Issue

Year 2026 Volume: 13 Number: 1

APA
Türkmen Dural, S., & Dede, Y. (2026). Decoding mathematics values in a Turkish high-stakes exam: A qualitative content analysis. International Journal of Assessment Tools in Education, 13(1), 289-307. https://doi.org/10.21449/ijate.1681246

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