Research Article

Validation and psychometric properties of the Computational Thinking Multidimensional Test

Volume: 12 Number: 3 September 4, 2025
EN TR

Validation and psychometric properties of the Computational Thinking Multidimensional Test

Abstract

In this study, it was aimed to translate and adapt the Computational Thinking Multidimensional Test (CTMT) developed by Kang et al. (2023) into Turkish and to investigate its psychometric qualities with Turkish university students. Following the translation procedures of the CTMT with 12 multiple-choice questions developed based on real-life situations, the data were collected from 359 university students studying in different disciplines of a state university in the northern part of Türkiye. The structure validity and item quality of the Turkish version of CTMT were verified using multidimensional item response theory and the results showed that the Turkish test has good psychometric quality. In addition, its structure and item difficulty and discrimination characteristics are similar to the original test. Therefore, it can be stated that the Turkish version of CTMT can be used as an effective and valid assessment tool to evaluate the computational thinking skills of Turkish university students.

Keywords

Ethical Statement

Zonguldak Bülent Ecevi̇t Üni̇versi̇tesi, Human Research Ethics Committee, 24.10.2023/368263, Protocol no. 322.

References

  1. Ackerman, T.A., Gierl, M.J., & Walker, C.M. (2003). Using multidimensional item response theory to evaluate educational and psychological tests. Educational Measurement: Issues and Practice, 22, 37-51. https://doi.org/10.1111/j.1745-3992.2003.tb00136.x
  2. Ackerman, T.A. (1994). Using multidimensional item response theory to understand what items and tests are measuring. Applied Measurement in Education, 7(4), 255–278. https://doi.org/10.1207/s15324818ame0704_1
  3. Aho, A.A. (2012). Computation and computational thinking. The Computer Journal, 55(7), 832e835. https://doi.org/10.1093/comjnl/bxs074
  4. Akerfeldt, A., Kjällander, S., & Petersen, P. (2024). A research review of computational thinking and programming in education. Technology, Pedagogy and Education, 33(3), 375–390. https://doi.org/10.1080/1475939X.2024.2316087
  5. Araujo, A.L.S.O., Andrade, W.L., Guerrero, D.D.S., & Melo, M.R.A. (2019, February). How many abilities can we measure in computational thinking? A study on bebras challenge. In E.K. Hawthorne, et al. (Eds.), SIGCSE '19 Proceedings of the 50th ACM Technical Symposium on Computer Science Education (pp. 545-551).
  6. Barr, V., & Stephenson, C. (2011). Bringing computational thinking to K-12: What is involved and what is the role of the computer science education community?. Acm Inroads, 2(1), 48-54. https://doi.org/10.1145/1929887.1929905
  7. Bentler, P.M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. https://doi.org/10.1037/0033-2909.107.2.238
  8. Bonifay, W. (2019). Multidimensional item response theory. Sage Publications.

Details

Primary Language

English

Subjects

Cross-Cultural Scale Adaptation

Journal Section

Research Article

Early Pub Date

July 21, 2025

Publication Date

September 4, 2025

Submission Date

November 21, 2024

Acceptance Date

June 28, 2025

Published in Issue

Year 2025 Volume: 12 Number: 3

APA
Orhan, A., Tekin, İ., & Şen, S. (2025). Validation and psychometric properties of the Computational Thinking Multidimensional Test. International Journal of Assessment Tools in Education, 12(3), 825-842. https://doi.org/10.21449/ijate.1588902
AMA
1.Orhan A, Tekin İ, Şen S. Validation and psychometric properties of the Computational Thinking Multidimensional Test. Int. J. Assess. Tools Educ. 2025;12(3):825-842. doi:10.21449/ijate.1588902
Chicago
Orhan, Ali, İnan Tekin, and Sedat Şen. 2025. “Validation and Psychometric Properties of the Computational Thinking Multidimensional Test”. International Journal of Assessment Tools in Education 12 (3): 825-42. https://doi.org/10.21449/ijate.1588902.
EndNote
Orhan A, Tekin İ, Şen S (September 1, 2025) Validation and psychometric properties of the Computational Thinking Multidimensional Test. International Journal of Assessment Tools in Education 12 3 825–842.
IEEE
[1]A. Orhan, İ. Tekin, and S. Şen, “Validation and psychometric properties of the Computational Thinking Multidimensional Test”, Int. J. Assess. Tools Educ., vol. 12, no. 3, pp. 825–842, Sept. 2025, doi: 10.21449/ijate.1588902.
ISNAD
Orhan, Ali - Tekin, İnan - Şen, Sedat. “Validation and Psychometric Properties of the Computational Thinking Multidimensional Test”. International Journal of Assessment Tools in Education 12/3 (September 1, 2025): 825-842. https://doi.org/10.21449/ijate.1588902.
JAMA
1.Orhan A, Tekin İ, Şen S. Validation and psychometric properties of the Computational Thinking Multidimensional Test. Int. J. Assess. Tools Educ. 2025;12:825–842.
MLA
Orhan, Ali, et al. “Validation and Psychometric Properties of the Computational Thinking Multidimensional Test”. International Journal of Assessment Tools in Education, vol. 12, no. 3, Sept. 2025, pp. 825-42, doi:10.21449/ijate.1588902.
Vancouver
1.Ali Orhan, İnan Tekin, Sedat Şen. Validation and psychometric properties of the Computational Thinking Multidimensional Test. Int. J. Assess. Tools Educ. 2025 Sep. 1;12(3):825-42. doi:10.21449/ijate.1588902

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