Systematic Reviews and Meta Analysis

Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey

Number: 58 September 8, 2025
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Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey

Abstract

In this study, the trends of cognitive structure researches published in the field of science education in Turkey were identified. A descriptive analysis of 156 studies (113 articles, 34 postgraduate theses and 9 proceeding papers) published between 2003 and 2023 was carried out using document analysis method. These studies were accessed from the National Thesis Centre of the Council of Higher Education, articles published by Turkish researchers searched in national and international databases, and proceedings of national congresses/conferences/symposiums held in Turkey. In order to evaluate the studies, the publication classification form prepared for the subject area by making use of the literature was used. With this form, the distribution of the studies according to year, language of publication, place of publication, type of publication, subject of the study, research model, sample, research method, data analysis, results and recommendations were determined. Descriptive statistics and descriptive content analysis were used to present the analysis's findings. In this study, it was seen that many studies were conducted on cognitive structures in science education and these studies were concentrated between 2017-2020. It was determined that the studies mostly aimed to determine the cognitive structures of individuals with a subject, mostly qualitative research method was used and mostly Word Association Test (WAT) was used as a data collection tool. The most common conclusions drawn from the investigations were that the sample's cognitive structures were lacking and that they had misconceptions regarding the topic.

Keywords

Cognitive structure, Science education, Content analysis, word association test

Ethical Statement

Since this study was a review study and did not involve any application on humans or animals, it did not require ethics committee approval. However, ethical guidelines were followed throughout the study.

References

  1. Akdemir, A. B., & Kılıç, A. (2021). Methodological analysis of qualitative articles. Muğla Sıtkı Koçman University Journal of Faculty of Education, 8(2), 486-502. https://doi.org/ 10.21666/muefd.834707
  2. Aksoy, E. (2022). Determination of students' cognitive structures towards Atatürk's principles through word association test (WAT) (Published no.769523) [Master's thesis, Bolu Abant İzzet Baysal University- Bolu]. Council of Higher Education National Thesis Centre.
  3. Arduç, M. A. (2024). Investigation of technology-supported science education studies (2020-2023): Content analysis. Literature, 5(1), 85-103. https://doi.org/10.59320/alanyazin.1422735
  4. Arslan, E. (2022). Validity and reliability in qualitative research", Pamukkale University Journal of Institute of Social Sciences, 51(Special issue 1), 395-407. https://doi.org/10.30794/pausbed.1116878
  5. Aslan, E. (2019). Investigation of translation and interpreting department students' cognitive structures related to the concept of translation acts with word association test. International Journal of Language Academy, 6(25), 124-135. http://doi.org/10.18033/ijla.4007.
  6. Ausubel, D. p. (1963). The psychology of meaningful verbal learning. Grune & Stratton. Bahar, M. (2003). Misconceptions in biology education and conceptual change strategies. Educational Sciences in Theory and Practice, 3(1), 27-64.
  7. Bahar, M., Johnstone, A.H., & Sutcliffe, R. G. (1999). Investigation of students" cognitive structure in elementary genetics through word association tests. Journal of Biological Education, 33, 134-141. http://doi.org/ 10.1080/00219266.1999.9655653.
  8. Baptista, M., & Martins, I. (2023). Effect of a STEM approach on students' cognitive structures about electrical circuits. International Journal of STEM Education, 10(1), 1-21. https://doi.org/10.1186/s40594-022-00393-5.
  9. Bayraklı, S. (2019). Content analysis of master's theses with experimental research in science education between 2008-2018 (Published no. 618566) [Master's thesis, Marmara University-İstanbul]. Council of Higher Education National Thesis Centre.
  10. Ceylan, Ö. (2015). Investigation of the effect of using concept cartoon in science teaching on 7th grade students' academic achievement and cognitive structures (Published no. 396094) [Master's thesis, Sakarya University- Sakarya]. Council of Higher Education National Thesis Centre.
APA
Yıldırır, H. E., & Kızmaz, N. (2025). Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey. Educational Academic Research, 58, 153-168. https://doi.org/10.33418/education.1538016
AMA
1.Yıldırır HE, Kızmaz N. Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey. Educational Academic Research. 2025;(58):153-168. doi:10.33418/education.1538016
Chicago
Yıldırır, Hasene Esra, and Nesrin Kızmaz. 2025. “Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey”. Educational Academic Research, nos. 58: 153-68. https://doi.org/10.33418/education.1538016.
EndNote
Yıldırır HE, Kızmaz N (September 1, 2025) Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey. Educational Academic Research 58 153–168.
IEEE
[1]H. E. Yıldırır and N. Kızmaz, “Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey”, Educational Academic Research, no. 58, pp. 153–168, Sept. 2025, doi: 10.33418/education.1538016.
ISNAD
Yıldırır, Hasene Esra - Kızmaz, Nesrin. “Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey”. Educational Academic Research. 58 (September 1, 2025): 153-168. https://doi.org/10.33418/education.1538016.
JAMA
1.Yıldırır HE, Kızmaz N. Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey. Educational Academic Research. 2025;:153–168.
MLA
Yıldırır, Hasene Esra, and Nesrin Kızmaz. “Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey”. Educational Academic Research, no. 58, Sept. 2025, pp. 153-68, doi:10.33418/education.1538016.
Vancouver
1.Hasene Esra Yıldırır, Nesrin Kızmaz. Descriptive Content Analysis of Research on Cognitive Structures in Science Education in Turkey. Educational Academic Research. 2025 Sep. 1;(58):153-68. doi:10.33418/education.1538016