The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis

Kamber Kaşali; Senem Gönenç; Didem Özkal Eminoğlu; Şennur Bakırtaş; Didar Betül Doğan

doi:10.17343/sdutfd.1606593

The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis

Öz

Objective: In this study, the mediating relationship among statistical self-efficacy beliefs, statistical anxiety, and statistical attitudes of students taking biostatistics courses was examined. The population of our study consisted of undergraduate, graduate, and doctoral students taking biostatistics courses. Material and Method: The study population comprised a total of 85 students, with 51 at the undergraduate level and 34 at the graduate and doctoral levels. Data for our study were collected at three different stages before the course (Pre), in the 8th week of the course (Intra), and at the end of the course (Post). The participation rates were as follows: Pre-course: 74 (87%), Intra-course: 59 (69%), and Post-course: 62 (73%). The "Statistical Self-Efficacy Belief Scale," "Statistical Anxiety Scale," and "Statistical Attitude Scale" were used to collect data in the research. The mediating role between statistical self-efficacy beliefs, statistical anxiety, and statistical attitudes was analyzed using the regression-based Bootstrapping technique. Results: Analysis results showed that statistical anxiety had a mediating effect on the relationship between statistical attitudes and statistical self-efficacy beliefs before the course (p=0.013). At the 8th week of the course, a mediating effect of statistical anxiety was found in the relationship between statistical attitudes and self-efficacy beliefs (p=0.033). At the end of the course, no mediating effect of statistical anxiety was found in the relationship between statistical attitudes and self-efficacy beliefs (p=0.298). Conclusion: Our study demonstrated that during the biostatistics course, statistical anxiety had a mediating effect on the relationship between statistical attitudes and statistical self-efficacy beliefs at the beginning and during the course; however, this effect disappeared at the end of the course. As a result of the research, the mediating role among statistical self-efficacy beliefs, statistical anxiety, and statistical attitudes of students taking biostatistics courses was found to be significant.

Anahtar Kelimeler

Etik Beyan

Ethical approval was obtained from "Atatürk University Faculty of Medicine Clinical Research Ethics Committee" (date: 31/103/2022; number: B.30.2.ATA.0.01.00/244). The study was conducted in accordance with the principles set forth in the Declaration of Helsinki.

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Ayrıntılar

Birincil Dil

İngilizce

Konular

Tıp Eğitimi

Bölüm

Araştırma Makalesi

Yazarlar

Kamber Kaşali
0000-0002-2851-5263
Türkiye

Senem Gönenç
0000-0002-6990-1507
Türkiye

Didem Özkal Eminoğlu
0000-0001-9406-3368
Türkiye

Şennur Bakırtaş
0000-0002-2359-0790
Türkiye

Didar Betül Doğan ^*
0000-0001-9495-6254
Türkiye

Yayımlanma Tarihi

19 Haziran 2025

Gönderilme Tarihi

25 Aralık 2024

Kabul Tarihi

23 Mayıs 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 32 Sayı: 2

DOI

https://doi.org/10.17343/sdutfd.1606593

IZ

https://izlik.org/JA65FN96ZF

Kaynak Göster

RIS / Bibtex

APA

Kaşali, K., Gönenç, S., Özkal Eminoğlu, D., Bakırtaş, Ş., & Doğan, D. B. (2025). The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis. Medical Journal of Süleyman Demirel University, 32(2), 145-155. https://doi.org/10.17343/sdutfd.1606593

AMA

1.Kaşali K, Gönenç S, Özkal Eminoğlu D, Bakırtaş Ş, Doğan DB. The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis. SDÜ Tıp Fak Derg. 2025;32(2):145-155. doi:10.17343/sdutfd.1606593

Chicago

Kaşali, Kamber, Senem Gönenç, Didem Özkal Eminoğlu, Şennur Bakırtaş, ve Didar Betül Doğan. 2025. “The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis”. Medical Journal of Süleyman Demirel University 32 (2): 145-55. https://doi.org/10.17343/sdutfd.1606593.

EndNote

Kaşali K, Gönenç S, Özkal Eminoğlu D, Bakırtaş Ş, Doğan DB (01 Haziran 2025) The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis. Medical Journal of Süleyman Demirel University 32 2 145–155.

IEEE

[1]K. Kaşali, S. Gönenç, D. Özkal Eminoğlu, Ş. Bakırtaş, ve D. B. Doğan, “The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis”, SDÜ Tıp Fak Derg, c. 32, sy 2, ss. 145–155, Haz. 2025, doi: 10.17343/sdutfd.1606593.

ISNAD

Kaşali, Kamber - Gönenç, Senem - Özkal Eminoğlu, Didem - Bakırtaş, Şennur - Doğan, Didar Betül. “The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis”. Medical Journal of Süleyman Demirel University 32/2 (01 Haziran 2025): 145-155. https://doi.org/10.17343/sdutfd.1606593.

JAMA

1.Kaşali K, Gönenç S, Özkal Eminoğlu D, Bakırtaş Ş, Doğan DB. The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis. SDÜ Tıp Fak Derg. 2025;32:145–155.

MLA

Kaşali, Kamber, vd. “The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis”. Medical Journal of Süleyman Demirel University, c. 32, sy 2, Haziran 2025, ss. 145-5, doi:10.17343/sdutfd.1606593.

Vancouver

1.Kamber Kaşali, Senem Gönenç, Didem Özkal Eminoğlu, Şennur Bakırtaş, Didar Betül Doğan. The Mediating Role of Statistical Anxiety in the Relationship Between Statistical Attitudes and Statistical Self-Efficacy Beliefs of Students Taking Biostatistics Courses: A Path Analysis. SDÜ Tıp Fak Derg. 01 Haziran 2025;32(2):145-5. doi:10.17343/sdutfd.1606593