Research Article

Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior

Volume: 13 Number: 2 October 4, 2026
TR EN

Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior

Abstract

Purpose: The aim of this study is the investigation of the moderating role of general attitudes towards artificial intelligence in the relationship between medical error attitudes (causes of medical errors and medical error approaches) and proactive behaviour, within the context of social cognitive theory. Methodology: The study was conducted using a quantitative research approach. The study sample included 399 healthcare workers identified using convenience sampling. The research data were collected at two different points in time using a time-lagged data collection method; analyses were carried out after the data obtained from the two data collection processes were matched. Findings: The research found that both the causes of medical errors and medical error approaches have a positive and significant effect on proactive behaviour. Similarly, it was found that general attitudes towards artificial intelligence also have a positive effect on proactive behaviour. However, the results of the moderation analysis indicate that general attitudes towards artificial intelligence act as a moderator in the effect of the causes of medical errors and medical error approaches on proactive behaviour. Accordingly, it was determined that where general attitudes towards artificial intelligence are high, the positive effect of the causes of medical errors and medical error approaches on proactive behaviour is weakened. Originality: This study contributes to extending Social Cognitive Theory in the context of attitudes toward emerging technologies such as artificial intelligence in healthcare. The findings demonstrate that the influence of individual cognitive factors on behaviour differs across contexts and contribute to the literature by explaining the relationship between attitudes toward medical errors, general attitudes toward artificial intelligence, and the proactive behaviour of healthcare professionals.

Keywords

Supporting Institution

Gümüşhane University

Ethical Statement

Permission for this research was obtained from the Gümüşhane University Ethics Committee with decision number E-95674917-108.99-340370, dated 25/06/2026 and numbered 2025/06.

References

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  4. Bandura, A. (2004). Health promotion by social cognitive means. Health Education & Behavior, 31(2), 143–164. https://doi.org/10.1177/1090198104263660
  5. Bandura, A. (2010). Social-cognitive theory. In R. B. Ewen, An introduction to theories of personality (7th ed.). Psychology Press.
  6. Bartlett, J. E., Kotrlik, J. W., & Higgins, C. C. (2001). Organizational research: Determining appropriate sample size in survey research. Information Technology, Learning, and Performance Journal, 19(1), 43–50.
  7. Batuk, B., Kaya, A., Yıldırım, O., & Türk, N. (2024). Investigation of variables predicting university students’ acceptance levels of generative artificial intelligence. 25. Uluslararası Psikolojik Danışmanlık ve Rehberlik Kongresi, Ankara.
  8. Bekar, F. (2022). İşin anlamlılığı ve işe yabancılaşmanın proaktif davranış ile ilişkisi: İşte kendini geliştirmenin aracılık etkisi [Yayımlanmamış doktora tezi]. Gümüşhane Üniversitesi Lisansüstü Eğitim Enstitüsü.

Details

Primary Language

English

Subjects

Organisational Behaviour

Journal Section

Research Article

Publication Date

October 4, 2026

Submission Date

March 6, 2026

Acceptance Date

September 16, 2026

Published in Issue

Year 2026 Volume: 13 Number: 2

APA
Bekar, F. (2026). Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior. İş Ve İnsan Dergisi, 13(2), 102-119. https://doi.org/10.18394/iid.1903943
AMA
1.Bekar F. Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior. İş ve İnsan Dergisi. 2026;13(2):102-119. doi:10.18394/iid.1903943
Chicago
Bekar, Fevziye. 2026. “Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior”. İş Ve İnsan Dergisi 13 (2): 102-19. https://doi.org/10.18394/iid.1903943.
EndNote
Bekar F (October 1, 2026) Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior. İş ve İnsan Dergisi 13 2 102–119.
IEEE
[1]F. Bekar, “Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior”, İş ve İnsan Dergisi, vol. 13, no. 2, pp. 102–119, Oct. 2026, doi: 10.18394/iid.1903943.
ISNAD
Bekar, Fevziye. “Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior”. İş ve İnsan Dergisi 13/2 (October 1, 2026): 102-119. https://doi.org/10.18394/iid.1903943.
JAMA
1.Bekar F. Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior. İş ve İnsan Dergisi. 2026;13:102–119.
MLA
Bekar, Fevziye. “Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior”. İş Ve İnsan Dergisi, vol. 13, no. 2, Oct. 2026, pp. 102-19, doi:10.18394/iid.1903943.
Vancouver
1.Fevziye Bekar. Moderating Role of General Attitude Towards Artificial Intelligence in The Relationship Between Attitudes Towards Medical Error and Proactive Behavior. İş ve İnsan Dergisi. 2026 Oct. 1;13(2):102-19. doi:10.18394/iid.1903943