Application of generative artificial intelligence chatbots + project task driven teaching in undergraduate nursing students: a quasi-experimental study | BMC Medical Education

Moulaei K, Yadegari A, Baharestani M, Farzanbakhsh S, Sabet B, Reza Afrash M. Generative artificial intelligence in healthcare: A scoping review on benefits, challenges and applications. Int J Med Inf. 2024;188:105474.

Google Scholar 

Morosky CM, Baecher-Lind L, Chen KT, Fleming A, Sims SM, Morgan HK, Royce CS, Sonn T, Stephenson-Famy A, Sutton J, et al. Practical applications of artificial intelligence chatbots in obstetrics and gynecology medical education. Am J Obstet Gynecol. 2025;233(1):4–11.

Google Scholar 

Chakraborty C, Pal S, Bhattacharya M, Dash S, Lee SS. Overview of chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science. Front Artif Intell. 2023;6:1237704.

Google Scholar 

Chen F, Xu X-L, Yang Z, Tan H-W, Zhang L. The Willingness-to-Pay for general practitioners in contractual service and influencing factors among empty nesters in Chongqing, China. Int J Environ Res Public Health. 2015;12(8):9330–41.

Google Scholar 

Laymouna M, Ma Y, Lessard D, Schuster T, Engler K, Lebouché B. Roles, Users, Benefits, and limitations of chatbots in health care: rapid review. J Med Internet Res. 2024;26:e56930.

Google Scholar 

Lee H, Kang J, Yeo J. Medical specialty recommendations by an artificial intelligence chatbot on a smartphone: development and deployment. J Med Internet Res. 2021;23(5):e27460.

Google Scholar 

Kadariya D, Venkataramanan R, Yip HY, Kalra M, Thirunarayanan K, Sheth A. kBot: Knowledge-enabled personalized chatbot for asthma Self-Management. Proc Int Conf Smart Comput SMARTCOMP. 2019;2019:138–43.

Google Scholar 

Oh J, Jang S, Kim H, Kim JJ. Efficacy of mobile app-based interactive cognitive behavioral therapy using a chatbot for panic disorder. Int J Med Inf. 2020;140:104171.

Google Scholar 

Labrague LJ, Aguilar-Rosales R, Yboa BC, Sabio JB, de Los Santos JA. Student nurses’ attitudes, perceived utilization, and intention to adopt artificial intelligence (AI) technology in nursing practice: A cross-sectional study. Nurse Educ Pract. 2023;73:103815.

Google Scholar 

Shorey S, Ang E, Yap J, Ng ED, Lau ST, Chui CK. A virtual counseling application using artificial intelligence for communication skills training in nursing education: development study. J Med Internet Res. 2019;21(10):e14658.

Google Scholar 

Han JW, Park J, Lee H. Analysis of the effect of an artificial intelligence chatbot educational program on non-face-to-face classes: a quasi-experimental study. BMC Med Educ. 2022;22(1):830.

Google Scholar 

Sun GH, Hoelscher SH. The ChatGPT storm and what faculty can do. Nurse Educ. 2023;48(3):119–24.

Google Scholar 

Lifshits I, Rosenberg D. Artificial intelligence in nursing education: A scoping review. Nurse Educ Pract. 2024;80:104148.

Google Scholar 

Shorey S, Ang E, Ng ED, Yap J, Lau LST, Chui CK. Communication skills training using virtual reality: A descriptive qualitative study. Nurse Educ Today. 2020;94:104592.

Google Scholar 

Alizadeh M, Masoomi R, Mafinejad MK, Parmelee D, Khalaf RJ, Norouzi A. Team-based learning in health professions education: an umbrella review. BMC Med Educ. 2024;24(1):1131.

Google Scholar 

Mennenga HA, Smyer T. A model for easily incorporating team-based learning into nursing education. Int J Nurs Educ Scholarsh. 2010;7:Article4.

Google Scholar 

Abdelkhalek N, Hussein A, Gibbs T, Hamdy H. Using team-based learning to prepare medical students for future problem-based learning. Med Teach. 2010;32(2):123–9.

Google Scholar 

Vakani F, Jafri W, Ahmad A, Sonawalla A, Sheerani M. Task-based learning versus problem-oriented lecture in neurology continuing medical education. J Coll Physicians Surg Pak. 2014;24(1):23–6.

Google Scholar 

Han L, Cao Q, Xie T, Chen X, Liu Y, Bai J. Exploring the experience of nursing undergraduates in using gamification teaching mode based on the flow theory in nursing research: A qualitative study. Nurse Educ Today. 2021;107:105158.

Google Scholar 

Gupta R, Park JB, Bisht C, Herzog I, Weisberger J, Chao J, Chaiyasate K, Lee ES. Expanding cosmetic plastic surgery research with ChatGPT. Aesthet Surg J. 2023;43(8):930–7.

Google Scholar 

Swenson-Britt E, Reineck C. Research education for clinical nurses: a pilot study to determine research self-efficacy in critical care nurses. J Contin Educ Nurs. 2009;40(10):454–61.

Google Scholar 

Zhang Z, Gevorgyan V. Visible Light-Induced reactions of Diazo compounds and their precursors. Chem Rev. 2024;124(11):7214–61.

Google Scholar 

Chang CY, Yang CL, Jen HJ, Ogata H, Hwang GH. Facilitating nursing and health education by incorporating ChatGPT into learning designs. Educational Technology & Society,27(1):215–30.

Castonguay A, Farthing P, Davies S, Vogelsang L, Kleib M, Risling T, Green N. Revolutionizing nursing education through Ai integration: A reflection on the disruptive impact of ChatGPT. Nurse Educ Today. 2023;129:105916.

Google Scholar 

Jung S. Challenges for future directions for artificial intelligence integrated nursing simulation education. Korean J Women Health Nurs. 2023;29(3):239–42.

Google Scholar 

Kong W, Ning Y, Ma T, Song F, Mao Y, Yang C, Li X, Guo Y, Liu H, Shi J, et al. Experience of undergraduate nursing students participating in artificial intelligence + project task driven learning at different stages: a qualitative study. BMC Nurs. 2024;23(1):314.

Google Scholar 

Makhlouf E, Alenezi A, Shokr EA. Effectiveness of designing a knowledge-based artificial intelligence chatbot system into a nursing training program: A quasi-experimental design. Nurse Educ Today. 2024;137:106159.

Google Scholar 

Choi EPH, Lee JJ, Ho MH, Kwok JYY, Lok KYW. Chatting or cheating? The impacts of ChatGPT and other artificial intelligence Language models on nurse education. Nurse Educ Today. 2023;125:105796.

Google Scholar 

Kowitlawakul Y, Tan JJM, Suebnukarn S, Nguyen HD, Poo DCC, Chai J, Kamala DM, Wang W. Development of artificial Intelligence-Teaching assistant system for undergraduate nursing students: A Field-Testing study. Comput Inf Nurs. 2024;42(5):334–42.

Google Scholar 

Liu J, Liu F, Fang J, Liu S. The application of chat generative Pre-trained transformer in nursing education. Nurs Outlook. 2023;71(6):102064.

Google Scholar 

Biswas S. ChatGPT and the future of medical writing. Radiology. 2023;307(2):e223312.

Google Scholar 

Yalcinkaya T, Cinar Yucel S. Bibliometric and content analysis of ChatGPT research in nursing education: the rabbit hole in nursing education. Nurse Educ Pract. 2024;77:103956.

Google Scholar 

Stokel-Walker C. AI bot ChatGPT writes smart essays – should professors worry? Nature. 2022.

Lin Y, Yang W, Zhang H, Hui H, Hu S, Xiao L, Liu J, Xiao Z, Yue Z, Zhang J, et al. Return to the moon: new perspectives on lunar exploration. Sci Bull (Beijing). 2024;69913:2136–48.

Google Scholar