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Investigating High School Students’ Mathematics Attitude, Self-Efficacy, and Anxiety Regarding Gender and Grade Level

Year 2025, Volume: 14 Issue: 3, 669 - 684, 31.07.2025
https://doi.org/10.14686/buefad.1424194

Abstract

The present study investigated high school Turkish students’ mathematics attitudes, self-efficacy, and anxiety in terms of their gender and grade level, and the association among those elements. For the purpose of investigating distinctions in attitude, self-efficacy, and anxiety regarding gender and grade level, one-way ANOVAs and independent sample t-tests were carried out, respectively. Also, the Pearson product-moment correlation was utilized to examine the connection among students’ mathematics attitude, self-efficacy, and anxiety. The findings showed that while students' attitudes and anxiety scores in mathematics did not differ by gender, significant differences existed in their mathematics self-efficacy scores regarding gender. Furthermore, a significant mean difference existed between 10th grade and 12th grade students, and 10th grade and graduated students concerning mathematics attitude. Furthermore, a significant mean difference was observed between 10th grade and graduated students concerning mathematics self-efficacy as well as between 10th grade and 12th grade students in terms of mathematics anxiety. Findings also confirmed the strong association among mathematics attitude, self-efficacy, and anxiety.

References

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  • Diseth, Å., Meland, E., & Breidablik, H. J. (2014). Self-beliefs among students: Grade level and gender differences in self-esteem, self-efficacy and implicit theories of intelligence. Learning and Individual Differences, 35, 1-8. https://doi.org/10.1016/j.lindif.2014.06.003
  • Erdem, E. (2017). A current study on grade/age and gender-related change in math anxiety. European Journal of Education Studies, 3(6). https://doi.org/10.5281/zenodo.583292
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Lise Öğrencilerinin Matematik Tutum, Özyeterlik ve Kaygılarının Cinsiyet ve Sınıf Düzeyine Göre İncelenmesi

Year 2025, Volume: 14 Issue: 3, 669 - 684, 31.07.2025
https://doi.org/10.14686/buefad.1424194

Abstract

Bu çalışmada lise düzeyindeki Türk öğrencilerinin cinsiyet ve sınıf düzeylerine göre matematiğe yönelik tutumları, matematik öz-yeterlikleri, matematik kaygıları ile bu değişkenler arasındaki ilişki incelenmiştir. Cinsiyet ve sınıf düzeyine göre öz-yeterlik, kaygı ve tutumdaki farklılıkları araştırmak amacıyla sırasıyla tek yönlü varyans analizleri (ANOVAs) ve bağımsız örneklem t-testi yapılmıştır. Ayrıca, öğrencilerin matematik tutumları, öz-yeterlikleri ve kaygıları arasındaki bağlantının araştırılması için Pearson Momentler Çarpımı Korelasyonu kullanımına yer verilmiştir. Bulgular, öğrencilerin matematikteki tutum ve kaygı puanlarının cinsiyete göre farklılık göstermediğini, ancak matematik öz yeterlilik puanlarında cinsiyete göre anlamlı farklılıklar olduğunu göstermiştir. Ayrıca, 10. sınıf ile 12. sınıf öğrencileri ve 10. sınıf ile mezun öğrenciler arasında matematiğe yönelik tutum açısından anlamlı bir fark bulunmuştur. Buna ek olarak, matematik öz-yeterliği açısından 10. sınıf öğrencileri ile mezun öğrenciler arasında ve matematik kaygısı açısından 10. sınıf ile 12. sınıf öğrencileri arasında anlamlı bir fark bulunmuştur. Bulgular ayrıca matematik tutum, öz-yeterlik ve kaygı arasındaki güçlü ilişkiyi de doğrulamıştır.

References

  • Adal, A. A., & Yavuz, I. (2017). Ortaokul öğrencilerinin matematik öz yeterlik algıları ile matematik kaygı düzeyleri arasındaki ilişki. [The relationship between mathematics self-efficacy and mathematics anxiety levels of middle school students]. International Journal of Field Education, 3(1), 20-41.
  • Aiken, L. R. (1970). Attitudes toward mathematics. Review of Educational Research, 40(4), 551-596. https://doi.org/10.3102/00346543040004 B551
  • Akin, A., & Kurbanoglu, I. N. (2011). The relationships between math anxiety, math attitudes, and self-efficacy: A structural equation model. Studia Psychologica, 53(3), 263-273.
  • Alkan, H., Guzel, E. B., & Elci, A. N. (2004). Öğrencilerin matematiğe yönelik tutumlarında matematik öğretmenlerinin üstlendiği rollerin belirlenmesi. XIII. Ulusal eğitim bilimleri kurultayı, 6(9).
  • Al Mutawah, M. A. (2015). The influence of mathematics anxiety in middle and high school students math achievement. International Education Studies, 8(11), 239-252.
  • Anokye-Poku, D., & Ampadu, E. (2020). Gender differences in attitudes and achievement in mathematics among Ghanaian JHS Students. International Journal of Education, 12(3), 84- 95. https://doi.org/10.5296/IJE.V12I3.17136
  • Author. (2005). The effect of spreadsheet and dynamic geometry software on the achievement and self-efficacy of 7th-grade students. Educational Research, 47(3), 333-350. https://doi.org/10.1080/00131880500287815
  • Author. (2018). Investigating self-efficacy, anxiety, attitudes and mathematics achievement regarding gender and school type. Anales de Psicología/Annals of Psychology, 34(1), 41-51. https://doi.org/10.6018/analesps.34.1.229571
  • Ashcraft, M. H., & Moore, A. M. (2009). Mathematics anxiety and the affective drop in performance. Journal of Psychoeducational Assessment, 27(3), 197-205. https://doi.org/10.1177/0734282908330580
  • Askar, P. (1986). Matematik dersine yönelik tutumu ölçen likert tipi bir ölçeğin geliştirilmesi. [Development of a likert-type scale measuring attitude towards mathematics course]. Eğitim ve Bilim, 11(62), 31-36.
  • Avci, E., Coskuntuncel, O., & Inandi, Y. (2012). Ortaöğretim on ikinci sınıf öğrencilerinin matematik dersine karşı tutumları [Attitudes of twelfth grade students towards mathematics]. Mersin Üniversitesi Eğitim Fakültesi Dergisi, 7(1), 50-58. https://doi.org/10.17860/efd.44108
  • Ayotola, A., & Adedeji, T. (2009). The relationship between mathematics self-efficacy and achievement in mathematics. Procedia - Social and Behavioral Sciences, 1(1), 953-957. https://doi.org/10.1016/j.sbspro.2009.01.169
  • Baloğlu, M., & Koçak, R. (2006). A multivariate investigation of the differences in mathematics anxiety. Personality and Individual Differences, 40 (7), 1325-1335.
  • Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191-215. https://doi.org/10.1037/0033-295X.84.2.191
  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ.
  • Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychologist, 28(2), 117-148. https://doi.org/10.1207/s15326985ep2802_3
  • Betz, N. E., & Hackett, G. (1983). The relationship of mathematics self-efficacy expectations to the selection of science-based college majors. Journal of Vocational Behavior, 23(3), 329-345.
  • Bhowmik, M., & Roy, B. B. (2016). A study on relationship between achievement in mathematics and attitude towards mathematics of secondary school students.’ IRA International Journal of Education and Multidisciplinary Studies, 1(2), 49-55. https://doi.org/10.21013/jems.v4.n3.p7
  • Bindak, R. (2005). İlköğretim öğrencileri için matematik kaygı ölçeği. [Math anxiety scale for elementary school students]. Fırat Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, 17(2), 442-448.
  • Bingol, O. (2014). Toplumsal cinsiyet olgusu ve Türkiye’de kadınlık. [The fact of gender and womanhood in Türkiye]. Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi, 2014(3), 108-114. https://doi.org/10.18493/kmusekad.36760
  • Cemen, P.B. (1987). The nature of mathematics anxiety. Oklahoma State University. https://eric.ed.gov/?id=ED287729
  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Erlbaum.
  • Diseth, Å., Meland, E., & Breidablik, H. J. (2014). Self-beliefs among students: Grade level and gender differences in self-esteem, self-efficacy and implicit theories of intelligence. Learning and Individual Differences, 35, 1-8. https://doi.org/10.1016/j.lindif.2014.06.003
  • Erdem, E. (2017). A current study on grade/age and gender-related change in math anxiety. European Journal of Education Studies, 3(6). https://doi.org/10.5281/zenodo.583292
  • ERG Education Reform Initiative. (2015). Eğitim İzleme Raporu 2014-2015. Retrieved from https://www.egitimreformugirisimi.org/wp-content/uploads/2017/03/ERG_EİR_2014-15.pdf
  • Ergün, A. (2019). Sosyal bilişsel kariyer kuramı açısından STEM kariyer ilgisine cinsiyetin etkisi. OPUS International Journal of Society Researches, 14(20), 1284-1311.
  • Fraenkel, J. R., Wallen, N. E., & Hyun H. H. (2012). How to design and evaluate research in education. New York, NY: McGraw-Hill, Inc.
  • Hackett, G., & Betz, N. E. (1989). An exploration of the mathematics self-efficacy/mathematics performance correspondence. Journal for Research in Mathematics Education, 20(3), 261-273. https://doi.org/10.2307/749515
  • Harper, N. W., & Daane, C. J. (1998). Causes and reduction of mathematics anxiety in pre-service elementary teachers. Action in Teacher Education, 19(4), 29-38. https://doi.org/10.1080/01626620.1998.10462889
  • Hill, F., Mammarella, I. C., Devine, A., Caviola, S., Passolunghi, M. C., & Szucs, D. (2016). Maths anxiety in primary and secondary school students: Gender differences, developmental changes and anxiety specificity. Learning and Individual Differences, 48, 45-53. https://doi.org/10.1016/j.lindif.2016.02.006
  • Huang, X., Zhang, J., & Hudson, L. (2019). Impact of math self-efficacy, math anxiety, and growth mindset on math and science career interest for middle school students: The gender moderating effect. European Journal of Psychology of Education, 34(3), 621-640. https://doi.org/10.1007/s10212-018-0403-z
  • Idris, K., Khazila, K., Agustina, A., & Lisa, L. (2021). High school students’ attitudes toward mathematics and its relation to mathematics learning achievement. Jurnal Riset Pendidikan Matematika, 8(1), 33-45. https://doi.org/10.21831/jrpm.v8i1.37002
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Details

Primary Language English
Subjects Mathematics Education
Journal Section Articles
Authors

Irem Cere 0000-0002-9338-2161

Esma Nur İnci 0000-0002-4557-7714

Gizem Güngör 0009-0002-9100-2644

Elona Gjonı 0009-0001-8439-7572

Mine Işıksal 0000-0001-7619-1390

Early Pub Date July 30, 2025
Publication Date July 31, 2025
Submission Date January 23, 2024
Acceptance Date May 29, 2025
Published in Issue Year 2025 Volume: 14 Issue: 3

Cite

APA Cere, I., İnci, E. N., Güngör, G., … Gjonı, E. (2025). Investigating High School Students’ Mathematics Attitude, Self-Efficacy, and Anxiety Regarding Gender and Grade Level. Bartın University Journal of Faculty of Education, 14(3), 669-684. https://doi.org/10.14686/buefad.1424194

All the articles published in the journal are open access and distributed under the conditions of CommonsAttribution-NonCommercial 4.0 International License 

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Bartın University Journal of Faculty of Education