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Tıpta Uzmanlık Öğrencileri İçin Uygulamalı Biyoistatistik Kursunun Sonuçları: İstatistik Kaygısı Üzerine Etkisi

Year 2025, Volume: 12 Issue: 2, 145 - 148, 28.08.2025
https://doi.org/10.47572/muskutd.1629835

Abstract

İstatistik kaygısı, özellikle kanıta dayalı karar vermenin kritik olduğu sağlık bilimleri alanında, akademik ve profesyonel gelişim açısından önemli bir engeldir. Bu çalışma, “Uygulamalı Temel Düzey Biyoistatistik Kursu”nun tıpta uzmanlık öğrencilerinde istatistik kaygısını azaltmadaki etkisini araştırmaktadır. Çalışmaya, Muğla Sıtkı Koçman Üniversitesi Tıp Fakültesi'nde üç günlük kursa katılan 16 tıpta uzmanlık öğrencisi dahil edilmiştir. Kurs öncesi ve sonrası veriler, endişe, kaçınma ve duygusallık boyutlarını içeren 17 maddelik İstatistik Kaygısı Ölçeği kullanılarak toplanmış ve analiz edilmiştir. Normallik varsayımlarına bağlı olarak parametrik ya da parametrik olmayan testler uygulanmış, iç tutarlılık Cronbach’ın alfa katsayısı ile değerlendirilmiştir. Sonuçlar, kurs sonrası istatistik kaygı düzeylerinde anlamlı bir düşüş olduğunu göstermiştir (p<0.001). İstatistik Kaygısı Ölçeği’nin tüm boyutlarında (endişe, kaçınma ve duygusallık) puanların azaldığı belirlenmiş ve uygulamalı eğitimin etkinliği kanıtlanmıştır. İç tutarlılığın tüm boyutlarda artması, katılımcıların kavrayış ve güven düzeylerinin yükseldiğini göstermektedir. Bu çalışma, Muğla Sıtkı Koçman Üniversitesi’nde sunulan uygulamalı Biyoistatistik kursunun istatistik kaygısını azaltmadaki etkisini vurgulamaktadır. Teorik istatistik ile bilgisayar uygulamalarının entegrasyonu, çalışma grubunun istatistiksel gereklilikleri karşılamaya yönelik bilişsel ve duygusal hazırlığını artırmıştır.

References

  • Sullivan LM. Essentials of biostatistics for public health, 4th ed. Jones & Bartlett Learning, pp 2-6, 2022.
  • Altman DG. Practical statistics for medical research, 1st ed. Chapman and Hall/CRC, pp 3-8, 1990.
  • Colquhoun D. Lectures on biostatistics: an introduction to statistics with applications in biology and medicine, Oxford Press, pp 1-8, 1971.
  • Enoyoze E and Enoyoze GE. Statistical applications in the biomedical sciences: A review. Int J Sci Res Arch. 2024;12(2):1594-601.
  • Li M. Exploring the Future of Biostatistics in Genomic Research: Opportunities and Challenges. Genomics Appl Biol. 2024;15:172-81.
  • Althubaiti A. Attitudes of medical students toward statistics in medical research: Evidence from Saudi Arabia. J Stat Data Sci Educ. 2021;29(1):115-21.
  • Shahsavari S and Jambarsang S. The Effect of Blended Learning on Teaching Applied Biostatistics for Postgraduate Medical Students. J Med Educ Dev. 2022;17(1):46-56.
  • Onwuegbuzie AJ, Da Ros D and Ryan JM. The Components of Statistics Anxiety: A Phenomenological Study. Focus Learn Probl Math. 1997;19(4):11-35.
  • Tutkun T. Statistics Anxiety of Graduate Students. Int J Prog Educ. 2019;15(5):32-41.
  • Chew KHP and Dillon DB. Statistics anxiety and the Big Five personality factors. Procedia Soc Behav Sci. 2014;112:1177-86.
  • Macher D, Paechter M, Papousek I, et al. Statistics anxiety, trait anxiety, learning behavior, and academic performance. Eur J Psychol Educ. 2012;27:483-98.
  • Boyle CR. A problem-based learning approach to teaching biostatistics. J Stat Educ. 1999;7(1).
  • Onwuegbuzie AJ and Wilson VA. Statistics Anxiety: Nature, etiology, antecedents, effects, and treatments--a comprehensive review of the literature. Teach High Educ. 2003;8(2):195-209.
  • Faber G, Drexler H, Stappert A, et al. Education science students’ statistics anxiety: Developing and analyzing a scale for measuring their worry, avoidance, and emotionality cognitions. Int J Educ Psychol. 2018;7(3):248-85.
  • Güler N, Teker GT and İlhan M. Lisansüstü Eğitim Öğrencilerine Yönelik İstatistik Kaygısı Ölçeği’nin Türkçeye Uyarlanması. EPOD. 2019;10(4):435-50.
  • Graue ME. Integrating theory and practice through instructional assessment. Educ Assess. 1993;1(4):283-309.
  • Wrenn J and Wrenn B. Enhancing learning by integrating theory and practice. Int J Teach Learn High Educ. 2009;21(2):258-65.
  • Chang C and Lin H-CK. Classroom interaction and learning anxiety in the IRs-integrated flipped language classrooms. Asia Pac Educ Res. 2019;28:193-201.
  • Zeidner M and Safir MP. Sex, ethnic, and social differences in test anxiety among Israeli adolescents. J Genet Psychol. 1989;150(2):175-85.
  • Huang L. A Mixed Method Investigation of Social Science Graduate Students' Statistics Anxiety Conditions before and after the Introductory Statistics Course. Int J High Educ. 2018;7(3):156-62.
  • Pallant J. SPSS survival manual: A step by step guide to data analysis using IBM SPSS, Routledge, pp 13-23, 2020.
  • Malik S. Undergraduates' Statistics Anxiety: A Phenomenological Study. Qualitative Report. 2015;20(2).
  • McGrath AL, Ferns A, Greiner L, et al. Reducing anxiety and increasing self-efficacy within an advanced graduate psychology statistics course. Canadian Journal for the Scholarship of Teaching and Learning. 2015;6(1):5.
  • Pan W and Tang M. Students' perceptions on factors of statistics anxiety and instructional strategies. J. Instr. Psycho. 2005;32(3):205.
  • Yusuf Y, Suyitno H, Sukestiyarno Y, et al. The influence of statistical anxiety on statistic reasoning of pre-service mathematics teachers. Bolema: Boletim de Educação Matemática. 2019;33(64):694-706.

Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety

Year 2025, Volume: 12 Issue: 2, 145 - 148, 28.08.2025
https://doi.org/10.47572/muskutd.1629835

Abstract

Statistics anxiety is a significant academic and professional development barrier, particularly in health sciences, where statistical competency is critical for evidence-based decision-making. This study examines the effects of the “Applied Basic Level Biostatistics Course” on reducing statistics anxiety among postgraduate medical specialty students. The study included 16 medical specialty students at Muğla Sıtkı Koçman University Faculty of Medicine who participated in a three-day course. Pre- and post-course data were collected and analysed using the Statistical Anxiety Scale with 17 items across worry, avoidance, and emotionality factors. Parametric or non-parametric tests were employed based on normality assumptions, and internal consistency was measured using Cronbach's alpha coefficient. Results revealed a significant decrease in statistics anxiety levels post-course (p<0.001). Scores across all Statistical Anxiety Scale factors (worry, avoidance, and emotionality) were reduced, demonstrating the effectiveness of hands-on training. Internal consistency improved across all factors, suggesting enhanced participant comprehension and confidence. The study highlights the impact of the applied Biostatistics course offered at Muğla Sıtkı Koçman University on reducing statistics anxiety. The integration of theoretical statistics with computer applications has enhanced the cognitive and emotional readiness of the study group to meet statistical requirements.

References

  • Sullivan LM. Essentials of biostatistics for public health, 4th ed. Jones & Bartlett Learning, pp 2-6, 2022.
  • Altman DG. Practical statistics for medical research, 1st ed. Chapman and Hall/CRC, pp 3-8, 1990.
  • Colquhoun D. Lectures on biostatistics: an introduction to statistics with applications in biology and medicine, Oxford Press, pp 1-8, 1971.
  • Enoyoze E and Enoyoze GE. Statistical applications in the biomedical sciences: A review. Int J Sci Res Arch. 2024;12(2):1594-601.
  • Li M. Exploring the Future of Biostatistics in Genomic Research: Opportunities and Challenges. Genomics Appl Biol. 2024;15:172-81.
  • Althubaiti A. Attitudes of medical students toward statistics in medical research: Evidence from Saudi Arabia. J Stat Data Sci Educ. 2021;29(1):115-21.
  • Shahsavari S and Jambarsang S. The Effect of Blended Learning on Teaching Applied Biostatistics for Postgraduate Medical Students. J Med Educ Dev. 2022;17(1):46-56.
  • Onwuegbuzie AJ, Da Ros D and Ryan JM. The Components of Statistics Anxiety: A Phenomenological Study. Focus Learn Probl Math. 1997;19(4):11-35.
  • Tutkun T. Statistics Anxiety of Graduate Students. Int J Prog Educ. 2019;15(5):32-41.
  • Chew KHP and Dillon DB. Statistics anxiety and the Big Five personality factors. Procedia Soc Behav Sci. 2014;112:1177-86.
  • Macher D, Paechter M, Papousek I, et al. Statistics anxiety, trait anxiety, learning behavior, and academic performance. Eur J Psychol Educ. 2012;27:483-98.
  • Boyle CR. A problem-based learning approach to teaching biostatistics. J Stat Educ. 1999;7(1).
  • Onwuegbuzie AJ and Wilson VA. Statistics Anxiety: Nature, etiology, antecedents, effects, and treatments--a comprehensive review of the literature. Teach High Educ. 2003;8(2):195-209.
  • Faber G, Drexler H, Stappert A, et al. Education science students’ statistics anxiety: Developing and analyzing a scale for measuring their worry, avoidance, and emotionality cognitions. Int J Educ Psychol. 2018;7(3):248-85.
  • Güler N, Teker GT and İlhan M. Lisansüstü Eğitim Öğrencilerine Yönelik İstatistik Kaygısı Ölçeği’nin Türkçeye Uyarlanması. EPOD. 2019;10(4):435-50.
  • Graue ME. Integrating theory and practice through instructional assessment. Educ Assess. 1993;1(4):283-309.
  • Wrenn J and Wrenn B. Enhancing learning by integrating theory and practice. Int J Teach Learn High Educ. 2009;21(2):258-65.
  • Chang C and Lin H-CK. Classroom interaction and learning anxiety in the IRs-integrated flipped language classrooms. Asia Pac Educ Res. 2019;28:193-201.
  • Zeidner M and Safir MP. Sex, ethnic, and social differences in test anxiety among Israeli adolescents. J Genet Psychol. 1989;150(2):175-85.
  • Huang L. A Mixed Method Investigation of Social Science Graduate Students' Statistics Anxiety Conditions before and after the Introductory Statistics Course. Int J High Educ. 2018;7(3):156-62.
  • Pallant J. SPSS survival manual: A step by step guide to data analysis using IBM SPSS, Routledge, pp 13-23, 2020.
  • Malik S. Undergraduates' Statistics Anxiety: A Phenomenological Study. Qualitative Report. 2015;20(2).
  • McGrath AL, Ferns A, Greiner L, et al. Reducing anxiety and increasing self-efficacy within an advanced graduate psychology statistics course. Canadian Journal for the Scholarship of Teaching and Learning. 2015;6(1):5.
  • Pan W and Tang M. Students' perceptions on factors of statistics anxiety and instructional strategies. J. Instr. Psycho. 2005;32(3):205.
  • Yusuf Y, Suyitno H, Sukestiyarno Y, et al. The influence of statistical anxiety on statistic reasoning of pre-service mathematics teachers. Bolema: Boletim de Educação Matemática. 2019;33(64):694-706.
There are 25 citations in total.

Details

Primary Language English
Subjects Clinical Sciences (Other)
Journal Section Original Article
Authors

Fulden Cantaş Türkiş 0000-0002-7018-7187

Buğra Varol 0000-0001-8052-7782

Publication Date August 28, 2025
Submission Date January 30, 2025
Acceptance Date April 1, 2025
Published in Issue Year 2025 Volume: 12 Issue: 2

Cite

APA Cantaş Türkiş, F., & Varol, B. (2025). Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety. Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi, 12(2), 145-148. https://doi.org/10.47572/muskutd.1629835
AMA Cantaş Türkiş F, Varol B. Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety. MMJ. August 2025;12(2):145-148. doi:10.47572/muskutd.1629835
Chicago Cantaş Türkiş, Fulden, and Buğra Varol. “Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety”. Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi 12, no. 2 (August 2025): 145-48. https://doi.org/10.47572/muskutd.1629835.
EndNote Cantaş Türkiş F, Varol B (August 1, 2025) Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety. Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi 12 2 145–148.
IEEE F. Cantaş Türkiş and B. Varol, “Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety”, MMJ, vol. 12, no. 2, pp. 145–148, 2025, doi: 10.47572/muskutd.1629835.
ISNAD Cantaş Türkiş, Fulden - Varol, Buğra. “Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety”. Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi 12/2 (August2025), 145-148. https://doi.org/10.47572/muskutd.1629835.
JAMA Cantaş Türkiş F, Varol B. Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety. MMJ. 2025;12:145–148.
MLA Cantaş Türkiş, Fulden and Buğra Varol. “Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety”. Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi, vol. 12, no. 2, 2025, pp. 145-8, doi:10.47572/muskutd.1629835.
Vancouver Cantaş Türkiş F, Varol B. Results of Applied Biostatistics Course for Medical Specialty Students: Effect on Statistics Anxiety. MMJ. 2025;12(2):145-8.