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

Year 2026, Volume: 13 Issue: 1, 289 - 307, 02.01.2026
https://doi.org/10.21449/ijate.1681246

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.

Project Number

-

References

  • Aktaş, F.N., & Argün Z. (2018). Examination of mathematical values in classroom practices: A case study of secondary mathematics teachers. Education and Science, 43(193), 121 141. https://doi.org/10.15390/EB.2018.7177
  • Aktaş, F.N., & Dede, Y. (2022). Gifted students’ mathematics educational and socio-cultural values in the decision-making process through STEM tasks. In T. Barkatsas (Eds.), Educating gifted, talented, creative and dissimilar learners (pp. 36-63). Brill. https://doi.org/10.1163/9789004532571_003
  • Aktaş, F.N., & Dede, Y. (2024). Re-imagining mathematics teacher education for 21st century skills: Harmful mathematics educational values. In T. Barkatsas, T. McLaughlin, & W. Goff (Eds.), Global education in the 21st century series. Brill Sense Publications.
  • Aktaş, F.N., & Dede, Y. (2025). Evidence from mathematical language for mathematics educational values through the lens of cultural neuroscience. In T. Barkatsas, & W. Goff (Eds.), Advances in mathematics and stem education: Incorporating developments in neuroscience, brain, science and neurodiversity (pp. 116-136). Brill Sense Publications.
  • Aşıcı, F., & Dede, Y. (2019). The transmission of educational values through mathematical problems: A theoretical study. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 13(1), 260-283. https://doi.org/10.17522/balikesirnef.518832
  • Au, W. (2007). High-stakes testing and curricular control: A qualitative metasynthesis. Educational Researcher, 36(5), 258-267. https://doi.org/10.3102/0013189X07306523
  • Berliner, D. (2011). Rational responses to high stakes testing: The case of curriculum narrowing and the harm that follows. Cambridge Journal of Education, 41(3), 287 302. https://doi.org/10.1080/0305764X.2011.607151
  • Bishop, A.J. (1988). Mathematical enculturation: A cultural perspective on mathematics education. Kluwer Press.
  • Bishop, A.J. (1998, January 1). Culture, values, and assessment in mathematics [Paper presentation]. 1st Int. Comm Mathematics Instruction EAsia Conf Mathematics Education, Cheongju, Korea.
  • Bishop, A.J., Clarkson, P., Fitzsimons, G., & Seah, W.T. (2000). Why study values in mathematics teaching: Contextualising the VAMP project? In W.S. Horng & F.-L. Lin (Eds.), Proceedings of the HPM 2000 conference on history in mathematics education (Vol. 2. pp. 147-154). National Taiwan Normal University.
  • Bishop, A.J., Clarkson, P., FitzSimons, G., & Seah, W.T. (2001). Studying values in mathematics education: Aspects of the VAMP Project. In J. Novotná (Ed.), Proceedings of the second conference of the European society for research in mathematics education. (pp. 368-376). HAL open science.
  • Bishop, A.J., Seah, W.T., & Chin, C. (2003). Values in mathematics teaching‐the hidden persuaders? In A.J. Bishop,F. Leung, J.Kilpatrick, K.Clements (Eds.), Second international handbook of mathematics education (2nd ed., pp. 717‐766). Kluwer Academic Publications.
  • Bishop, A.J. (2004, July 4-11). Critical issues in researching cultural aspects of mathematics education [Paper presentation]. International Congress on Mathematical Education Copenhagen, Denmark.
  • Bishop, A.J. (2008). Teachers’ mathematical values for developing mathematical thinking in classrooms: Theory, research, and policy. The Mathematics Educator, 11(1/2), 79-88.
  • Bishop, A.J. (2016). Can values awareness help teachers and parents transition preschool learners into mathematics learning? In T. Meaney, T. Lange, A. Wernberg, O. Helenius, & M.L. Johansson (Eds.), Mathematics education in the early years (pp. 43-56). Springer International Publications.
  • Boesen, J., Lithner, J., & Palm, T. (2018). Assessing mathematical competencies: An analysis of Swedish national mathematics tests. Scandinavian Journal of Educational Research, 62(1), 109-124. https://doi.org/10.1080/00313831.2016.1212256
  • Bowen, G.A. (2009). Document analysis as a qualitative research method. Qualitative Research Journal, 9(2), 27-40. https://doi.org/10.3316/QRJ0902027
  • Burke, C.A. (2010). Mindfulness-based approaches with children and adolescents: a preliminary review of current research in an emergent field. Journal of Child and Family Studies, 19, 133 144. https://doi.org/10.1007/s10826-009-9282-x
  • Cai, J., & Howson, A.G. (2013). Toward an international mathematics curriculum. In M.A. Clements, A. Bishop, C. Keitel, J. Kilpatrick & K.S.F. Leung (Eds.), Third international handbook of mathematics education research (pp. 949–978). Springer Publications.
  • Chin, C., Leu, Y.C., & Lin, F.L. (2001). Pedagogical values, mathematics teaching, and teacher education: Case studies of two experienced teachers. In F.-L. Lin & T.J. Cooney (Eds.), Making sense of mathematics teacher education (pp. 247-269). Kluwer Academic Publications.
  • Chin, C., & Lin, F.L. (2000). A case study of a mathematics teacher’s pedagogical values: Use of a methodological framework of interpretation and reflection. Proceedings of the National Science Council, 10(2), 90-101.
  • Chiu, M.S., & Seah, W.T. (2024). Values and valuing pedagogies in affect-focused mathematics teaching. Social Sciences & Humanities Open, 10, Article 101050. https://doi.org/10.1016/j.ssaho.2024.101050
  • Chung, Y., & Kim, S. (2022). Expectancies, task values, and perceived costs: Reciprocal effects on math-related career intention and achievement among middle school girls. Learning and Individual Differences, 96, Article 102145. https://doi.org/10.1016/j.lindif.2022.102145
  • Clarkson, P.C. (2007). The development of research into values in mathematics education. In G. Leder & H. Forgasz (Eds.), Stepping stones for the 21st century (p. 223). Sense.
  • Clarkson, P., Seah, W.T., & Pang, J. (2019). Scanning and scoping of values and valuing in mathematics education. In P. Clarkson, W.T. Seah, & J. Pang (Eds.), Values and valuing in mathematics education (pp. 1–10). Springer.
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Decoding mathematics values in a Turkish high-stakes exam: A qualitative content analysis

Year 2026, Volume: 13 Issue: 1, 289 - 307, 02.01.2026
https://doi.org/10.21449/ijate.1681246

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.

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.

Supporting Institution

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Project Number

-

Thanks

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References

  • Aktaş, F.N., & Argün Z. (2018). Examination of mathematical values in classroom practices: A case study of secondary mathematics teachers. Education and Science, 43(193), 121 141. https://doi.org/10.15390/EB.2018.7177
  • Aktaş, F.N., & Dede, Y. (2022). Gifted students’ mathematics educational and socio-cultural values in the decision-making process through STEM tasks. In T. Barkatsas (Eds.), Educating gifted, talented, creative and dissimilar learners (pp. 36-63). Brill. https://doi.org/10.1163/9789004532571_003
  • Aktaş, F.N., & Dede, Y. (2024). Re-imagining mathematics teacher education for 21st century skills: Harmful mathematics educational values. In T. Barkatsas, T. McLaughlin, & W. Goff (Eds.), Global education in the 21st century series. Brill Sense Publications.
  • Aktaş, F.N., & Dede, Y. (2025). Evidence from mathematical language for mathematics educational values through the lens of cultural neuroscience. In T. Barkatsas, & W. Goff (Eds.), Advances in mathematics and stem education: Incorporating developments in neuroscience, brain, science and neurodiversity (pp. 116-136). Brill Sense Publications.
  • Aşıcı, F., & Dede, Y. (2019). The transmission of educational values through mathematical problems: A theoretical study. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 13(1), 260-283. https://doi.org/10.17522/balikesirnef.518832
  • Au, W. (2007). High-stakes testing and curricular control: A qualitative metasynthesis. Educational Researcher, 36(5), 258-267. https://doi.org/10.3102/0013189X07306523
  • Berliner, D. (2011). Rational responses to high stakes testing: The case of curriculum narrowing and the harm that follows. Cambridge Journal of Education, 41(3), 287 302. https://doi.org/10.1080/0305764X.2011.607151
  • Bishop, A.J. (1988). Mathematical enculturation: A cultural perspective on mathematics education. Kluwer Press.
  • Bishop, A.J. (1998, January 1). Culture, values, and assessment in mathematics [Paper presentation]. 1st Int. Comm Mathematics Instruction EAsia Conf Mathematics Education, Cheongju, Korea.
  • Bishop, A.J., Clarkson, P., Fitzsimons, G., & Seah, W.T. (2000). Why study values in mathematics teaching: Contextualising the VAMP project? In W.S. Horng & F.-L. Lin (Eds.), Proceedings of the HPM 2000 conference on history in mathematics education (Vol. 2. pp. 147-154). National Taiwan Normal University.
  • Bishop, A.J., Clarkson, P., FitzSimons, G., & Seah, W.T. (2001). Studying values in mathematics education: Aspects of the VAMP Project. In J. Novotná (Ed.), Proceedings of the second conference of the European society for research in mathematics education. (pp. 368-376). HAL open science.
  • Bishop, A.J., Seah, W.T., & Chin, C. (2003). Values in mathematics teaching‐the hidden persuaders? In A.J. Bishop,F. Leung, J.Kilpatrick, K.Clements (Eds.), Second international handbook of mathematics education (2nd ed., pp. 717‐766). Kluwer Academic Publications.
  • Bishop, A.J. (2004, July 4-11). Critical issues in researching cultural aspects of mathematics education [Paper presentation]. International Congress on Mathematical Education Copenhagen, Denmark.
  • Bishop, A.J. (2008). Teachers’ mathematical values for developing mathematical thinking in classrooms: Theory, research, and policy. The Mathematics Educator, 11(1/2), 79-88.
  • Bishop, A.J. (2016). Can values awareness help teachers and parents transition preschool learners into mathematics learning? In T. Meaney, T. Lange, A. Wernberg, O. Helenius, & M.L. Johansson (Eds.), Mathematics education in the early years (pp. 43-56). Springer International Publications.
  • Boesen, J., Lithner, J., & Palm, T. (2018). Assessing mathematical competencies: An analysis of Swedish national mathematics tests. Scandinavian Journal of Educational Research, 62(1), 109-124. https://doi.org/10.1080/00313831.2016.1212256
  • Bowen, G.A. (2009). Document analysis as a qualitative research method. Qualitative Research Journal, 9(2), 27-40. https://doi.org/10.3316/QRJ0902027
  • Burke, C.A. (2010). Mindfulness-based approaches with children and adolescents: a preliminary review of current research in an emergent field. Journal of Child and Family Studies, 19, 133 144. https://doi.org/10.1007/s10826-009-9282-x
  • Cai, J., & Howson, A.G. (2013). Toward an international mathematics curriculum. In M.A. Clements, A. Bishop, C. Keitel, J. Kilpatrick & K.S.F. Leung (Eds.), Third international handbook of mathematics education research (pp. 949–978). Springer Publications.
  • Chin, C., Leu, Y.C., & Lin, F.L. (2001). Pedagogical values, mathematics teaching, and teacher education: Case studies of two experienced teachers. In F.-L. Lin & T.J. Cooney (Eds.), Making sense of mathematics teacher education (pp. 247-269). Kluwer Academic Publications.
  • Chin, C., & Lin, F.L. (2000). A case study of a mathematics teacher’s pedagogical values: Use of a methodological framework of interpretation and reflection. Proceedings of the National Science Council, 10(2), 90-101.
  • Chiu, M.S., & Seah, W.T. (2024). Values and valuing pedagogies in affect-focused mathematics teaching. Social Sciences & Humanities Open, 10, Article 101050. https://doi.org/10.1016/j.ssaho.2024.101050
  • Chung, Y., & Kim, S. (2022). Expectancies, task values, and perceived costs: Reciprocal effects on math-related career intention and achievement among middle school girls. Learning and Individual Differences, 96, Article 102145. https://doi.org/10.1016/j.lindif.2022.102145
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There are 91 citations in total.

Details

Primary Language English
Subjects Measurement and Evaluation in Education (Other)
Journal Section Research Article
Authors

Seda Türkmen Dural 0000-0002-0308-6677

Yüksel Dede 0000-0001-7634-4908

Project Number -
Submission Date April 21, 2025
Acceptance Date November 12, 2025
Publication Date January 2, 2026
Published in Issue Year 2026 Volume: 13 Issue: 1

Cite

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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