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The Impact of the STEM-Integrated Learning Model on Students' Academic Achievement and Attitudes Towards Science Courses

Year 2025, Issue: 57, 110 - 121, 02.06.2025
https://doi.org/10.33418/education.1625962

Abstract

This study examines the effects of integrating STEM activities into the science curriculum on students’ academic achievement in the circulatory system topic and their attitudes toward science. This study was designed as a quantitative research and implemented using a pretest–posttest control group quasi-experimental design. This design is commonly employed in experimental research, as it s considered to provide a means to establish valid causal relationships through the control of extraneous variables. The study sample consisted of 40 sixth-grade students (Experimental group = 20 Control group = 20) from a middle school in Erzurum province during the 2022–2023 academic year. In the study, the Circulatory System Academic Achievement Test (CSAT) and the Attitude Scale Toward Science Course (ASSC) were employed to assess students' academic achievement and attitudes toward the science course. Following data collection, statistical analyses were conducted to examine group differences. T-tests, one-way analysis of variance (ANOVA), and analysis of covariance (ANCOVA) were conducted. Based on the analysis results, the derived findings were systematically organized into tables and subsequently interpreted in a comprehensive manner. An effect size was also calculated for the ASSC. The research findings indicate a statistically significant difference in academic achievement between the experimental and control groups, favoring the experimental group. However, no statistically significant difference was observed in students' attitudes toward the science course.

Ethical Statement

Ethics committee approval was obtained from Atatürk University Educational Sciences Ethics Committee (Date: 05.07.2022, Number: E-56785782-050.02.04-2200207614)

References

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STEM ETKİNLİKLERİ ENTEGRE EDİLMİŞ ÖĞRENME MODELİNİN ÖĞRENCİLERİN AKADEMİK BAŞARILARI VE FEN BİLİMLERİ DERSİNE YÖNELİK TUTUMLARI ÜZERİNDEKİ ETKİSİ

Year 2025, Issue: 57, 110 - 121, 02.06.2025
https://doi.org/10.33418/education.1625962

Abstract

Bu çalışma, STEM etkinliklerinin fen bilimleri dersi öğretim programına entegre edilmesinin dolaşım sistemi konusundaki öğrenci akademik başarısı ve fen dersine yönelik tutumları üzerindeki etkilerini incelemektedir. Araştırma, nicel bir araştırma olarak tasarlanmış ve ön test-son test kontrol gruplu yarı deneysel desen kullanılarak uygulanmıştır. Bu desen, deneysel araştırmalarda yaygın olarak tercih edilmekte olup, dış değişkenlerin kontrol edilmesi yoluyla geçerli nedensel ilişkilerin kurulmasını sağlamaktadır. Araştırmanın örneklemi, 2022-2023 akademik yılı boyunca Erzurum ilindeki bir ortaokulda öğrenim gören 40 altıncı sınıf öğrencisinden (Deney grubu = 20, Kontrol grubu = 20) oluşmaktadır. Çalışmada, öğrencilerin akademik başarısını ve fen dersine yönelik tutumlarını değerlendirmek amacıyla Dolaşım Sistemi Akademik Başarı Testi (CSAT) ve Fen Dersine Yönelik Tutum Ölçeği (ASSC) kullanılmıştır. Verilerin toplanmasının ardından, gruplar arasındaki farkları incelemek için istatistiksel analizler gerçekleştirilmiştir. Bu kapsamda t-testi, tek yönlü varyans analizi (ANOVA) ve kovaryans analizi (ANCOVA) uygulanmıştır. Analiz sonuçları doğrultusunda elde edilen bulgular sistematik olarak tablolar halinde düzenlenmiş ve kapsamlı bir şekilde yorumlanmıştır. Ayrıca, ASSC için etki büyüklüğü hesaplanmıştır. Araştırma bulguları, deney ve kontrol grupları arasında akademik başarı açısından deney grubu lehine istatistiksel olarak anlamlı bir fark bulunduğunu ortaya koymaktadır. Ancak, öğrencilerin fen dersine yönelik tutumlarında istatistiksel olarak anlamlı bir fark tespit edilmemiştir.

References

  • Akki̇ren, B. (2019). The effect of augmented reality applications on 6th grade students' academic achievements in the circulatory system topic and their attitudes towards the science course (Publication No. 566128) [Master's thesis, Zonguldak Bülent Ecevit University-Zonguldak]. National Thesis Center of the Council of Higher Education.
  • Alp, A.T. (2019). The impact of stem applications on physics achievement: Pressure (Publication No. 559831) [Master's thesis, Necmettin Erbakan University-Konya]. National Thesis Center of the Council of Higher Education.
  • Aluç, K. (2024). The effect of educational game supported STEM activities in science education on student achievement and attitudes towards science course (Publication No. 876380) [Master's thesis Gazi University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Baptista, M., & Martins, I. (2023). The impact of the STEM approach on students' cognitive structures regarding electrical circuits. International Journal of STEM Education, 10(1), 1-21.
  • Bastem, E. (2012). The ımpact of teaching the circulatory system topic using the mind mapping technique on academic achievement in the 6th grade science and technology course (Publication No. 301133) [Master's thesis, Atatürk University-Erzurum]. National Thesis Center of the Council of Higher Education.
  • Bekereci, Ü. (2022). The effect of the use of project-based learning methods and station technique in STEM learning model on students' academic achievement, retention, towars attitudes to STEM (Publication No. 734595) [Doctoral dissertation, Gazi University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Biçer, S. (2011). The ımpact of the ıncremental teaching method on student achievement, retention, and attitudes in the science and technology course (Publication No. 289694) [Master's thesis, Fırat University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Büyükkara, S. (2011). The effect of teaching unit sound of primary school 8th grade science and technology course with computer simulations and animations on students success and attitude (Publication No. 280675) [Master's thesis, Selçuk University-Konya]. National Thesis Center of the Council of Higher Education.
  • Büyüköztürk, Ş. (2009). Handbook of data analysis for the social sciences (10th ed.). Pegem Publications.
  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
  • Cömert, G.G. (2014). The effect of project based learning oriented instruction on students' understanding of human circulatory system concepts and attitude toward biology (Publication No. 368920) [Doctoral dissertation, Middle East Technical University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Çakıcı, Ş. (2019). The effect of using the inquiry based learning method in teaching human circulatory system concepts on effect of learning products (Publication No. 568952) [Master's thesis, Ondokuz Mayıs University-Samsun]. National Thesis Center of the Council of Higher Education.
  • De Loof, H., Boeve-de Pauw, J., & Van Petegem, P. (2022). Integrated STEM education: The effects of a long-term intervention on students’ cognitive performance. European Journal of STEM Education, 7(1), 13. https://doi.org/10.20897/ejsteme/12738
  • Değerli, M. (2021). The effectiveness of STEM approach in science education: A meta analysis study (Publication No. 694323) [Master's thesis Dicle University-Diyarbakır]. National Thesis Center of the Council of Higher Education.
  • Demir, İ. C. (2023). The effect of using interactive digital storytelling on the academic achievement and attitudes of the students in the teaching of the 6th grade "circulatory system" subject in secondary school (Publication No. 879181) [Master's thesis, Ordu University-Ordu]. National Thesis Center of the Council of Higher Education.
  • Demir, Y., & Şenyurt, S. (2021). Cultural heritage academic achievement test (CHAAT): Validity and reliability study. National Journal of Education Academy, 5(2), 279-298.
  • Demirci, E. (2023). Investigation of the effects of STEM activities based on STEM applications on light pollution on candidates' science teachers' awareness of STEM education, their attitudes towards technology and the environment (Publication No. 785458) [Master's thesis, Gazi University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Doğan, İ. (2019). Determine the effect of science, technology, engineering and mathematics (STEM) activities on the academic success in the science course, science process skills, attitudes towards science subjects, and attitudes towards STEM of the 7th grade student (Publication No. 561644) [Doctoral dissertation, Balıkesir University]. National Thesis Center of the Council of Higher Education.
  • Eren, E. (2024). The effects of robotic STEM applications on pre-services science teachers' achievement, interest, performance and opinions about STEM teacher identity (Publication No. 87136) [Doctoral dissertation, Gazi University-Ankara]. National Thesis Center of the Council of Higher Education.
  • Erkan, H. (2023). The effect of STEM activities conducted with the reverse face learning model on scientific creativity, STEM attitudes, and STEM perceptions of primary school 4th grade students (Publication No. 793655) [Master's thesis, Giresun University-Giresun]. National Thesis Center of the Council of Higher Education.
  • Fancovicova, J., & Prokop, P. (2019). Examining secondary school students’ misconceptions about the human body: Correlations between the methods of drawing and open-ended questions. Journal of Baltic Science Education, 18 (4), 549-557.
  • Gazibeyoğlu, T. (2018). Investigation of the effect of STEM applications on achievement in force and energy unit and attitudes towards science course of 7th grade students (Publication No. 496276) [Master's Thesis, Kastamonu University]. National Thesis Center of the Council of Higher Education.
  • Gnidovec, T., Žemlja, M., Dolenec, A., & Torkar, G. (2020). Using augmented reality and the structure-behavior-function model to teach lower secondary school students about the human circulatory system. Journal of Science Education Technology 29(6), 774-784. https://doi.org/10.1007/s10956-020-09850
  • Gökçe, Y. (2019). Impact of STEM applications on academic success and permanence in the solar system and beyond unit (Publication No. 586370) [Master's thesis, Bayburt University-Bayburt]. National Thesis Center of the Council of Higher Education.
  • Gülbahar, S. N. (2023). The effect of station technique on sixth grade students' academic achievement on circulatory system and attitudes towards science (Publication No. 791487) [Master's thesis, Dicle University-Diyarbakır]. National Thesis Center of the Council of Higher Education.
  • İlkay, D. (2022). The effect of educational digital games in science lessons on the motivation and academic success of 6th-grade students science (Publication No. 774611) [Master's thesis, Kilis 7 Aralık University-Kilis]. National Thesis Center of the Council of Higher Education.
  • İnce, M. (2024). The effect of project-based STEM education activities on 7th grade students' academic achievements, self-regulation, attitudes towards science and STEM, and self-efficacy beliefs and student opinions (Publication No. 870135) [Master's thesis, Kafkas University-Kars]. National Thesis Center of the Council of Higher Education.
  • Jones, M. G., Childers, G., & Stanley, R. (2020). Science instruction in STEM and non-STEM high schools. Electronic Journal for Research in Scıence & Mathematıcs Educatıon 24(4), 69-90.
  • Kader, O. (2022). The effect of Scratch-assisted teaching on grade seven primary students' academic achievement and attitudes towards science in the unit "Pure substances and mixtures" (Publication No. 763403) [Master's thesis, Ağrı İbrahim Çeçen University-Ağrı]. National Thesis Center of the Council of Higher Education.
  • Kalaycı, Ş. (2010). Applied Multivariate Statistical Techniques with SPSS (5nd ed.). Asil Publishing & Distribution.
  • Kapan, G. (2019). Examining the effect of STEM applications on academic achievements, motivations, and scientific process skills in the electrical circuits unit of the 7th grade physical sciences course (Publication No. 595569) [Master's thesis, Zonguldak Bülent Ecevit University-Zonguldak]. National Thesis Center of the Council of Higher Education.
  • Karagöz, E. (2024). The effect of Scratch-supported teaching in the 7th grade science course on students' academic achievement, motivation and opinions on the course (Publication No. 863518) [Master's thesis, Kastamonu University-Kastamonu]. National Thesis Center of the Council of Higher Education.
  • Karasar, N. (2011). Scientific research method (22nd ed.). Nobel.
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There are 64 citations in total.

Details

Primary Language English
Subjects Science Education
Journal Section Research Articles
Authors

Ümmügülsüm Altun 0000-0001-6733-9816

Ümit Şimşek 0000-0003-2010-9321

Early Pub Date May 20, 2025
Publication Date June 2, 2025
Submission Date January 23, 2025
Acceptance Date May 10, 2025
Published in Issue Year 2025 Issue: 57

Cite

APA Altun, Ü., & Şimşek, Ü. (2025). The Impact of the STEM-Integrated Learning Model on Students’ Academic Achievement and Attitudes Towards Science Courses. Educational Academic Research(57), 110-121. https://doi.org/10.33418/education.1625962

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