Kamalov F, Santandreu Calonge D, Gurrib I. New era of artificial intelligence in education: towards a sustainable multifaceted revolution. Sustainability. 2023;15(16): 12451. https://doi.org/10.3390/su151612451.

Article  Google Scholar 

Strielkowski W, Grebennikova V, Lisovskiy A, et al. AI‐driven adaptive learning for sustainable educational transformation. Sustain Dev. 2024;1–27. https://doi.org/10.1002/sd.3221

Pacheco-Mendoza S, Guevara C, Mayorga-Albán A, et al. Artificial intelligence in higher education: a predictive model for academic performance. Educ Sci. 2023;13(10): 990. https://doi.org/10.3390/educsci13100990.

Article  Google Scholar 

Weidmann AE. Artificial intelligence in academic writing and clinical pharmacy education: consequences and opportunities. Int J Clin Pharm. 2024;46(3):751–4. https://doi.org/10.1007/s11096-024-01705-1.

Article  PubMed  PubMed Central  Google Scholar 

Araiza M, Leal MG. Impact of an LMS platform: a study from data analytics. Int J Technol Learn. 2021;28(1):75. https://doi.org/10.18848/2327-0144/CGP/v28i01/75-91.

Article  Google Scholar 

Suharyat Y. Artificial intelligent: positive and negative role in education management. In: International conference on education. 2023, p. 349–57.

Banerjee M, Chiew D, Patel K, et al. The impact of artificial intelligence on clinical education: perceptions of postgraduate trainee doctors in London (UK) and recommendations for trainers. BMC Med Educ. 2021;21(1):1–10. https://doi.org/10.1186/s12909-021-02870-x.

Article  Google Scholar 

Soong T, Ho CC. Artificial intelligence in medical OSCEs: reflections and future developments. Adv Med Educ Pract. 2021;12:167–73. https://doi.org/10.2147/amep.s287926.

Article  PubMed  PubMed Central  Google Scholar 

Martin RD, Naziruddin Z. Systematic review of student anxiety and performance during objective structured clinical examinations. Curr Pharm Teach Learn. 2020;12(12):1491–7. https://doi.org/10.1016/j.cptl.2020.07.007.

Article  PubMed  Google Scholar 

Mavis B. Self-efficacy and OSCE performance among second year medical students. Adv Health Sci Educ. 2001;6:93–102. https://doi.org/10.1023/a:1011404132508.

Article  CAS  Google Scholar 

Hadi MA, Ali M, Haseeb A, et al. Impact of test anxiety on pharmacy students’ performance in objective structured clinical examination: a cross-sectional survey. Int J Pharm Pract. 2018;26(2):191–4. https://doi.org/10.1111/ijpp.12389.

Article  PubMed  Google Scholar 

Wachelka D, Katz RC. Reducing test anxiety and improving academic self-esteem in high school and college students with learning disabilities. J Behav Ther Exp Psychiatry. 1999;30(3):191–8.

Article  CAS  PubMed  Google Scholar 

Brand HS, Schoonheim-Klein M. Is the OSCE more stressful? Examination anxiety and its consequences in different assessment methods in dental education. Eur J Dent Educ. 2009;13(3):147–53. https://doi.org/10.1111/j.1600-0579.2008.00554.x.

Article  CAS  PubMed  Google Scholar 

Kim KJ. Factors associated with medical student test anxiety in objective structured clinical examinations: a preliminary study. Int J Med Educ. 2016;7:424. https://doi.org/10.5116/ijme.5845.caec.

Article  PubMed  PubMed Central  Google Scholar 

Faramarzi M, Pasha H, Bakhtiari A, et al. Test anxiety in objective structured clinical examinations (OSCEs) compared with traditional assessment methods in undergraduate midwifery students. Health. 2013;5: 41474. https://doi.org/10.4236/health.2013.512299.

Article  Google Scholar 

Yalcin BM, Unal M, Pirdal H, et al. The effect of a stress and anxiety coping programme on objective structured clinical exam performance in medical students, a randomised clinical trial. Educ Psychol. 2018;38(4):1–4. https://doi.org/10.1080/01443410.2015.1050355.

Article  Google Scholar 

Spielberger CD. Test anxiety inventory: preliminary professional manual. Palo Alto: Consulting Psychologists Press; 1980.

Google Scholar 

Kaledio P, Robert A, Frank L. The impact of artificial intelligence on students’ learning experience. SSRN. 2024:4716747.

Namjoo F, Liaghat E, Shabaziasl S, et al. Students experience on self-study through AI. AI Tech Behav Soc Sci. 2023;1(3):35–42. https://doi.org/10.61838/kman.aitech.1.3.6.

Article  Google Scholar 

Adeleye OO, Eden CA, Adeniyi IS. Innovative teaching methodologies in the era of artificial intelligence: a review of inclusive educational practices. World J Adv Eng Technol Sci. 2024;11(2):69–79. https://doi.org/10.30574/wjaets.2024.11.2.0091.

Article  Google Scholar 

Duong T, Suppasetseree S. The effects of an artificial intelligence voice chatbot on improving Vietnamese undergraduate students’ English speaking skills. Int J Learn Teach Educ Res. 2024;23(3):293–321. https://doi.org/10.26803/ijlter.23.3.15.

Article  Google Scholar 

Tossell C, Tenhundfeld N, Momen A, et al. Student perceptions of ChatGPT use in a college essay assignment: implications for learning, grading, and trust in artificial intelligence. IEEE Trans Learn Technol. 2024;17:1069–81. https://doi.org/10.1109/tlt.2024.3355015.

Article  Google Scholar 

Sinclair J, Jang E, Rudzicz F. Using machine learning to predict children’s reading comprehension from linguistic features extracted from speech and writing. J Educ Psychol. 2021;113(6):1088–106. https://doi.org/10.1037/edu0000658.

Article  Google Scholar 

Kolachalama V, Garg P. Machine learning and medical education. NPJ Digit Med. 2018;1(1):54. https://doi.org/10.1038/s41746-018-0061-1.

Article  PubMed  PubMed Central  Google Scholar 

Memon S, Shaikh S. Comparison of performance on written and OSCE assessment during end semester pediatric examination. Pak J Med Sci. 2020;36(4):711. https://doi.org/10.12669/pjms.36.4.2026.

Article  PubMed  PubMed Central  Google Scholar 

Eftekhar H, Labaf A, Anvari P, et al. Association of the pre-internship objective structured clinical examination in final year medical students with comprehensive written examinations. Med Educ Online. 2012;17(1): 15958. https://doi.org/10.3402/meo.v17i0.15958.

Article  Google Scholar 

Pell G, Homer M, Roberts T. Assessor training: its effects on criterion-based assessment in a medical context. Int J Res Method Educ. 2008;31(2):143–54. https://doi.org/10.1080/17437270802124525.

Article  Google Scholar 

Bin Dahmash A, Alabdulkareem M, Alfutais A, et al. Artificial intelligence in radiology: Does it impact medical students preference for radiology as their future career? BJR Open. 2020;2(1): 20200037. https://doi.org/10.1259/bjro.20200037.

Article  PubMed  PubMed Central  Google Scholar 

Zeidner M. Test anxiety: the state of the art. New York: Plenum Press; 1998.

Google Scholar 

Campbell DT, Stanley JC. Experimental and quasi-experimental designs for research. ISBN: 0306471450, 9780306471452. Dublin: Ravenio Books; 2015.

Google Scholar 

Torgerson CJ. Randomised controlled trials in education research: a case study of an individually randomised pragmatic trial. Education 3-13. 2009;37(4):313–21.

Article  Google Scholar 

Cassady JC, Johnson RE. Cognitive test anxiety and academic performance. Contemp Educ Psychol. 2002;27(2):270–95.

Article  Google Scholar