Systematic Reviews and Meta Analysis
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Matematik Kaygısının Azaltılması: Bir Sistematik Derleme

Year 2025, Volume: 6 Issue: 1, 77 - 90, 30.06.2025
https://doi.org/10.52911/itall.1563157

Abstract

Bu çalışmanın amacı bir öğretimsel müdahalenin matematik kaygısı üzerindeki etkisini belirlemeyi amaçlayan lisansüstü tezleri incelemektir. Bu amaçla lisansüstü tezler taranmış ve 22 adet tez belirlenmiştir. Çalışmada sistematik derleme yöntemlerinden olan betimsel içerik analizi kullanılmıştır. Tezler, yıllarına, türlerine, katılımcı gruplarına, matematik kaygısını gidermek veya azaltmak için kullanılan öğretimsel müdahalelere, ele alınan öğretimsel müdahalelerin etkilerine göre incelenmiştir. Çalışma sonuçlarına göre bu konuda yapılan lisansüstü tezlerin en fazla 2016 ve 2019 yıllarında hazırlandığı görülmüştür. Lisansüstü tezlerin çoğunluğunun yüksek lisans tez çalışması olduğu belirlenmiştir. Ayrıca tezlerin en fazla 7. sınıf öğrencileriyle yürütüldüğü sonucuna ulaşılmıştır. İncelenen tezlerin neredeyse tamamında matematik kaygısının üstesinden gelmek için kullanılan öğretimsel müdahalelerin farklı olduğu da görülmüştür. Ele alınan öğretimsel müdahalelerin etkilerine bakıldığında ise tezlerin çoğunda, öğretimsel müdahalenin matematik kaygısını azaltmada anlamlı bir etkiye sahip olmadığı ulaşılan sonuçlar arasındadır.

References

  • Alkan, V. (2010). Matematikten Nefret Ediyorum!. *Pamukkale Üniversitesi Eğitim Fakültesi Dergisi*, **28**(28), 189–199.
  • Alkan, V. (2011). Etkili matematik öğretiminin gerçekleştirilmesindeki engellerden biri: kaygı ve nedenleri. *Pamukkale Üniversitesi Eğitim Fakültesi Dergisi*, **29**(I), 89–107.
  • Ashcraft, M. H., & Kirk, E. P. (2001). The relationships among working memory, math anxiety, and performance. *Journal of Experimental Psychology: General*, **130**(2), 224–237. https://doi.org/10.1037/0096-3445.130.2.224
  • Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. *Psychonomic Bulletin & Review*, **14**(2), 243–248. https://doi.org/10.3758/BF03194059
  • Beilock, S. L., Gunderson, E. A., Ramirez, G., & Levine, S. C. (2010). Female teachers' math anxiety affects girls' math achievement. *Proceedings of the National Academy of Sciences*, **107**(5), 1860–1863. https://doi.org/10.1073/pnas.0910967107
  • Beilock, S. L., & Maloney, E. A. (2015). Math anxiety: A factor in math achievement not to be ignored. *Policy Insights from the Behavioral and Brain Sciences*, **2**(1), 4–12. https://doi.org/10.1177/2372732215601438
  • Bellibaş, M. Ş. (2018). Sistematik derleme çalışmalarında betimsel içerik analizi. İçinde K. Beycioğlu, N. Özer, & Y. Kondakçı (Eds.), *Eğitim Yönetiminde Araştırma* (ss. 505–509). Pegem Akademi.
  • Bindak, R. (2005). İlköğretim öğrencileri için matematik kaygı ölçeği. *Fırat Üniversitesi Fen ve Mühendislik Bilimleri Dergisi*, **17**(2), 442–448.
  • Carey, E., Hill, F., Devine, A., & Szücs, D. (2016). The chicken or the egg? The direction of the relationship between mathematics anxiety and mathematics performance. *Frontiers in Psychology*, **6**, Article 1987. https://doi.org/10.3389/fpsyg.2015.01987
  • Codding, R. S., Goodridge, A. E., Hill, E., Kromminga, K. R., Chehayeb, R., Volpe, R. J., & Scheman, N. (2023). Meta-analysis of skill-based and therapeutic interventions to address math anxiety. *Journal of School Psychology*, **100**, 101229. https://doi.org/10.1016/j.jsp.2023.101229
  • Dilmaç, B., & Bakır, V. (2022). Matematik kaygısını azaltmaya yönelik etkinlikler. İçinde E. Ertekin, & B. Dilmaç (Eds.), *Matematik Kaygısı* (ss. 201–231). Pegem Akademi.
  • Dowker, A., Sarkar, A., & Looi, C. Y. (2016). Mathematics anxiety: What have we learned in 60 years? *Frontiers in Psychology*, **7**, 508. https://doi.org/10.3389/fpsyg.2016.00508
  • Dreger, R. M., & Aiken, L. R. (1957). The identification of number anxiety in a college population. *Journal of Educational Psychology*, **48**(6), 344–351.
  • Espino, M., Pereda, J., Recon, J., Perculeza, E., & Umali, C. (2017). Mathematics anxiety and its impact on the course and career choice of grade 11 students. *International Journal of Education, Psychology and Counselling*, **2**(5), 99–119.
  • Finell, J., Sammallahti, E., Korhonen, J., Eklöf, H., & Jonsson, B. (2022). Working memory and its mediating role on the relationship of math anxiety and math performance: A meta-analysis. *Frontiers in Psychology*, **12**, Article 798090. https://doi.org/10.3389/fpsyg.2021.798090
  • Gabriel, F., Buckley, S., & Barthakur, A. (2020). The impact of mathematics anxiety on self-regulated learning and mathematical literacy. *Australian Journal of Education*, **64**(3), 227–242. https://doi.org/10.1177/0004944120947881
  • Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. *Journal for Research in Mathematics Education*, **21**(1), 33–46. https://doi.org/10.2307/749455
  • Hunt, T. E., Clark-Carter, D., & Sheffield, D. (2011). The development and part validation of a U.K. scale for mathematics anxiety. *Journal of Psychoeducational Assessment*, **29**(5), 455–466. https://doi.org/10.1177/0734282910392892
  • Kurnaz, M. F., Dilmaç, B., & Ertekin, E. (2021). Matematik kaygısı. İçinde E. Ertekin, & B. Dilmaç (Eds.), *Matematiğin Duyuşsal Özellikleri* (ss. 85–105). Pegem Akademi.
  • Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on math anxiety. *Psychology Research and Behavior Management*, **11**, 311–322. https://doi.org/10.2147/PRBM.S141421
  • Ma, X. (1999). A Meta-Analysis of the Relationship between Anxiety toward Mathematics and Achievement in Mathematics. *Journal for Research in Mathematics Education*, **30**(5), 520–540. https://doi.org/10.2307/749772
  • Maloney, E. A., Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2015). Intergenerational effects of parents' math anxiety on children's math achievement and anxiety. *Psychological Science*, **26**(9), 1480–1488. https://doi.org/10.1177/0956797615592630
  • Morsanyi, K., Busdraghi, C., & Primi, C. (2014). Mathematical anxiety is linked to reduced cognitive reflection: a potential road from discomfort in the mathematics classroom to susceptibility to biases. *Behavioral and Brain Functions*, **10**, 31. https://doi.org/10.1186/1744-9081-10-31
  • Park, D., Ramirez, G., & Beilock, S. L. (2014). The role of expressive writing in math anxiety. *Journal of Experimental Psychology: Applied*, **20**(2), 103–111. https://doi.org/10.1037/xap0000013
  • Plake, B. S., & Parker, C. S. (1982). The development and validation of a revised version of the Mathematics Anxiety Rating Scale. *Educational and Psychological Measurement*, **42**(2), 551–557. https://doi.org/10.1177/001316448204200218
  • Ramirez, G., & Beilock, S. L. (2011). Writing about testing worries boosts exam performance in the classroom. *Science*, **331**(6014), 211–213.
  • Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2013). Math anxiety, working memory, and math achievement in early elementary school. *Journal of Cognition and Development*, **14**(2), 187–202. https://doi.org/10.1080/15248372.2012.664593
  • Richardson, F. C., & Suinn, R. M. (1972). The Mathematics Anxiety Rating Scale: Psychometric data. *Journal of Counseling Psychology*, **19**(6), 551–554. https://doi.org/10.1037/h0033456
  • Supekar, K., Iuculano, T., Chen, L., & Menon, V. (2015). Remediation of childhood math anxiety and associated neural circuits through cognitive tutoring. *Journal of Neuroscience*, **35**(36), 12574–12583. https://doi.org/10.1523/JNEUROSCI.0786-15.2015
  • Tobias, S. (1990). Math Anxiety: An Update. *NACADA Journal*, **10**(1), 47–50.
  • Wang, L. (2020). Mediation relationships among gender, spatial ability, math anxiety, and math achievement. *Educational Psychology Review*, **32**(1), 1–15. https://doi.org/10.1007/s10648-019-09487-z
  • Zhu, Y., Liu, X., Xiao, Y., & Sindakis, S. (2024). Mathematics anxiety and problem-solving proficiency among high school students: Unraveling the complex interplay in the knowledge economy. *Journal of Knowledge Economy*. https://doi.org/10.1007/s13132-023-01688-w

Reducing Mathematics Anxiety: A Systematic Review

Year 2025, Volume: 6 Issue: 1, 77 - 90, 30.06.2025
https://doi.org/10.52911/itall.1563157

Abstract

The aim of this study is to examine the graduate theses that aimed to determine the effect of an instructional intervention on mathematics anxiety. For this purpose, graduate theses were reviewed and 22 theses were identified. Descriptive content analysis, which is one of the systematic review methods, was used in the study. Theses were examined according to their years, types, participant groups, instructional interventions used to eliminate or reduce mathematics anxiety, and the effects of the instructional interventions discussed. According to the results of the study, it was seen that most theses on this subject were prepared in 2016 and 2019. It has been determined that the majority of the theses are master thesis. In addition, it was concluded that the theses were carried out with 7th grade students at most. It was also found that the instructional interventions used to overcome mathematics anxiety were different in almost all of the theses examined. Considering the effects of the instructional interventions discussed, it is among the results that in the most of the theses, the instructional intervention did not have a significant effect on reducing mathematics anxiety.

References

  • Alkan, V. (2010). Matematikten Nefret Ediyorum!. *Pamukkale Üniversitesi Eğitim Fakültesi Dergisi*, **28**(28), 189–199.
  • Alkan, V. (2011). Etkili matematik öğretiminin gerçekleştirilmesindeki engellerden biri: kaygı ve nedenleri. *Pamukkale Üniversitesi Eğitim Fakültesi Dergisi*, **29**(I), 89–107.
  • Ashcraft, M. H., & Kirk, E. P. (2001). The relationships among working memory, math anxiety, and performance. *Journal of Experimental Psychology: General*, **130**(2), 224–237. https://doi.org/10.1037/0096-3445.130.2.224
  • Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. *Psychonomic Bulletin & Review*, **14**(2), 243–248. https://doi.org/10.3758/BF03194059
  • Beilock, S. L., Gunderson, E. A., Ramirez, G., & Levine, S. C. (2010). Female teachers' math anxiety affects girls' math achievement. *Proceedings of the National Academy of Sciences*, **107**(5), 1860–1863. https://doi.org/10.1073/pnas.0910967107
  • Beilock, S. L., & Maloney, E. A. (2015). Math anxiety: A factor in math achievement not to be ignored. *Policy Insights from the Behavioral and Brain Sciences*, **2**(1), 4–12. https://doi.org/10.1177/2372732215601438
  • Bellibaş, M. Ş. (2018). Sistematik derleme çalışmalarında betimsel içerik analizi. İçinde K. Beycioğlu, N. Özer, & Y. Kondakçı (Eds.), *Eğitim Yönetiminde Araştırma* (ss. 505–509). Pegem Akademi.
  • Bindak, R. (2005). İlköğretim öğrencileri için matematik kaygı ölçeği. *Fırat Üniversitesi Fen ve Mühendislik Bilimleri Dergisi*, **17**(2), 442–448.
  • Carey, E., Hill, F., Devine, A., & Szücs, D. (2016). The chicken or the egg? The direction of the relationship between mathematics anxiety and mathematics performance. *Frontiers in Psychology*, **6**, Article 1987. https://doi.org/10.3389/fpsyg.2015.01987
  • Codding, R. S., Goodridge, A. E., Hill, E., Kromminga, K. R., Chehayeb, R., Volpe, R. J., & Scheman, N. (2023). Meta-analysis of skill-based and therapeutic interventions to address math anxiety. *Journal of School Psychology*, **100**, 101229. https://doi.org/10.1016/j.jsp.2023.101229
  • Dilmaç, B., & Bakır, V. (2022). Matematik kaygısını azaltmaya yönelik etkinlikler. İçinde E. Ertekin, & B. Dilmaç (Eds.), *Matematik Kaygısı* (ss. 201–231). Pegem Akademi.
  • Dowker, A., Sarkar, A., & Looi, C. Y. (2016). Mathematics anxiety: What have we learned in 60 years? *Frontiers in Psychology*, **7**, 508. https://doi.org/10.3389/fpsyg.2016.00508
  • Dreger, R. M., & Aiken, L. R. (1957). The identification of number anxiety in a college population. *Journal of Educational Psychology*, **48**(6), 344–351.
  • Espino, M., Pereda, J., Recon, J., Perculeza, E., & Umali, C. (2017). Mathematics anxiety and its impact on the course and career choice of grade 11 students. *International Journal of Education, Psychology and Counselling*, **2**(5), 99–119.
  • Finell, J., Sammallahti, E., Korhonen, J., Eklöf, H., & Jonsson, B. (2022). Working memory and its mediating role on the relationship of math anxiety and math performance: A meta-analysis. *Frontiers in Psychology*, **12**, Article 798090. https://doi.org/10.3389/fpsyg.2021.798090
  • Gabriel, F., Buckley, S., & Barthakur, A. (2020). The impact of mathematics anxiety on self-regulated learning and mathematical literacy. *Australian Journal of Education*, **64**(3), 227–242. https://doi.org/10.1177/0004944120947881
  • Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. *Journal for Research in Mathematics Education*, **21**(1), 33–46. https://doi.org/10.2307/749455
  • Hunt, T. E., Clark-Carter, D., & Sheffield, D. (2011). The development and part validation of a U.K. scale for mathematics anxiety. *Journal of Psychoeducational Assessment*, **29**(5), 455–466. https://doi.org/10.1177/0734282910392892
  • Kurnaz, M. F., Dilmaç, B., & Ertekin, E. (2021). Matematik kaygısı. İçinde E. Ertekin, & B. Dilmaç (Eds.), *Matematiğin Duyuşsal Özellikleri* (ss. 85–105). Pegem Akademi.
  • Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on math anxiety. *Psychology Research and Behavior Management*, **11**, 311–322. https://doi.org/10.2147/PRBM.S141421
  • Ma, X. (1999). A Meta-Analysis of the Relationship between Anxiety toward Mathematics and Achievement in Mathematics. *Journal for Research in Mathematics Education*, **30**(5), 520–540. https://doi.org/10.2307/749772
  • Maloney, E. A., Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2015). Intergenerational effects of parents' math anxiety on children's math achievement and anxiety. *Psychological Science*, **26**(9), 1480–1488. https://doi.org/10.1177/0956797615592630
  • Morsanyi, K., Busdraghi, C., & Primi, C. (2014). Mathematical anxiety is linked to reduced cognitive reflection: a potential road from discomfort in the mathematics classroom to susceptibility to biases. *Behavioral and Brain Functions*, **10**, 31. https://doi.org/10.1186/1744-9081-10-31
  • Park, D., Ramirez, G., & Beilock, S. L. (2014). The role of expressive writing in math anxiety. *Journal of Experimental Psychology: Applied*, **20**(2), 103–111. https://doi.org/10.1037/xap0000013
  • Plake, B. S., & Parker, C. S. (1982). The development and validation of a revised version of the Mathematics Anxiety Rating Scale. *Educational and Psychological Measurement*, **42**(2), 551–557. https://doi.org/10.1177/001316448204200218
  • Ramirez, G., & Beilock, S. L. (2011). Writing about testing worries boosts exam performance in the classroom. *Science*, **331**(6014), 211–213.
  • Ramirez, G., Gunderson, E. A., Levine, S. C., & Beilock, S. L. (2013). Math anxiety, working memory, and math achievement in early elementary school. *Journal of Cognition and Development*, **14**(2), 187–202. https://doi.org/10.1080/15248372.2012.664593
  • Richardson, F. C., & Suinn, R. M. (1972). The Mathematics Anxiety Rating Scale: Psychometric data. *Journal of Counseling Psychology*, **19**(6), 551–554. https://doi.org/10.1037/h0033456
  • Supekar, K., Iuculano, T., Chen, L., & Menon, V. (2015). Remediation of childhood math anxiety and associated neural circuits through cognitive tutoring. *Journal of Neuroscience*, **35**(36), 12574–12583. https://doi.org/10.1523/JNEUROSCI.0786-15.2015
  • Tobias, S. (1990). Math Anxiety: An Update. *NACADA Journal*, **10**(1), 47–50.
  • Wang, L. (2020). Mediation relationships among gender, spatial ability, math anxiety, and math achievement. *Educational Psychology Review*, **32**(1), 1–15. https://doi.org/10.1007/s10648-019-09487-z
  • Zhu, Y., Liu, X., Xiao, Y., & Sindakis, S. (2024). Mathematics anxiety and problem-solving proficiency among high school students: Unraveling the complex interplay in the knowledge economy. *Journal of Knowledge Economy*. https://doi.org/10.1007/s13132-023-01688-w
There are 32 citations in total.

Details

Primary Language English
Subjects Other Fields of Education (Other)
Journal Section Systematic Reviews and Meta Analysis
Authors

Emel Topbaş Tat 0000-0002-1487-3027

Ayşegül Topbaş 0009-0004-6341-3440

Submission Date October 7, 2024
Acceptance Date November 24, 2024
Early Pub Date June 28, 2025
Publication Date June 30, 2025
Published in Issue Year 2025 Volume: 6 Issue: 1

Cite

APA Topbaş Tat, E., & Topbaş, A. (2025). Reducing Mathematics Anxiety: A Systematic Review. Instructional Technology and Lifelong Learning, 6(1), 77-90. https://doi.org/10.52911/itall.1563157

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