Students' perceptions of using ChatGPT in a physics class as a virtual tutor

被引:69
作者
Ding, Lu [1 ]
Li, Tong [2 ]
Jiang, Shiyan [3 ]
Gapud, Albert [4 ]
机构
[1] Univ S Alabama, Dept Counselling & Instruct Sci, UCOM 3858, Mobile, AL 36688 USA
[2] Ball State Univ, Ctr Emerging Media Design & Dev, Muncie, IN USA
[3] North Carolina State Univ, Teacher Educ & Learning Sci, Raleigh, NC USA
[4] Univ S Alabama, Dept Phys, Mobile, AL USA
关键词
GenAI; ChatGPT; Perception; Misconception; Physics problems; HELP;
D O I
10.1186/s41239-023-00434-1
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
The latest development of Generative Artificial Intelligence (GenAI), particularly ChatGPT, has drawn the attention of educational researchers and practitioners. We have witnessed many innovative uses of ChatGPT in STEM classrooms. However, studies regarding students' perceptions of ChatGPT as a virtual tutoring tool in STEM education are rare. The current study investigated undergraduate students' perceptions of using ChatGPT in a physics class as an assistant tool for addressing physics questions. Specifically, the study examined the accuracy of ChatGPT in answering physics questions, the relationship between students' ChatGPT trust levels and answer accuracy, and the influence of trust on students' perceptions of ChatGPT. Our finding indicates that despite the inaccuracy of GenAI in question answering, most students trust its ability to provide correct answers. Trust in GenAI is also associated with students' perceptions of GenAI. In addition, this study sheds light on students' misconceptions toward GenAI and provides suggestions for future considerations in AI literacy teaching and research.
引用
收藏
页数:18
相关论文
共 60 条
[1]   Cultivating admiration in brands: Warmth, competence, and landing in the "golden quadrant" [J].
Aaker, Jennifer L. ;
Garbinsky, Emily N. ;
Vohs, Kathleen D. .
JOURNAL OF CONSUMER PSYCHOLOGY, 2012, 22 (02) :191-194
[2]   Revolutionizing education with AI: Exploring the transformative potential of ChatGPT [J].
Adiguzel, Tufan ;
Kaya, Mehmet Haldun ;
Cansu, Fatih Kursat .
CONTEMPORARY EDUCATIONAL TECHNOLOGY, 2023, 15 (03)
[3]   The Cognitive Bases of Anthropomorphism: From Relatedness to Empathy [J].
Airenti, Gabriella .
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2015, 7 (01) :117-127
[4]  
Alshater M, 2022, SSRN Electronic Journal, DOI [10.2139/ssrn.4312358, 10.2139/SSRN.4312358, 10.2139/ssrn.4312358, DOI 10.2139/SSRN.4312358]
[5]  
Baidoo-Anu D., 2023, J. AI, DOI [10.2139/ssrn.4337484, DOI 10.2139/SSRN.4337484]
[6]   Examining the effects of robots' physical appearance, warmth, and competence in frontline services: The Humanness-Value-Loyalty model [J].
Belanche, Daniel ;
Casalo, Luis V. ;
Schepers, Jeroen ;
Flavian, Carlos .
PSYCHOLOGY & MARKETING, 2021, 38 (12) :2357-2376
[7]  
Bewersdorff A, 2023, Computers and Education Artificial Intelligence, V4, P100143, DOI [10.1016/j.caeai.2023.100143, 10.1016/j.caeai.2023.100143, DOI 10.1016/J.CAEAI.2023.100143]
[8]  
Bingham A.J., 2022, Analyzing and interpreting qualitative data: After the interview, P133
[9]   Artificial Intelligence in Medicine: A Multinational Multi-Center Survey on the Medical and Dental Students' Perception [J].
Bisdas, Sotirios ;
Topriceanu, Constantin-Cristian ;
Zakrzewska, Zosia ;
Irimia, Alexandra-Valentina ;
Shakallis, Loizos ;
Subhash, Jithu ;
Casapu, Maria-Madalina ;
Leon-Rojas, Jose ;
Pinto dos Santos, Daniel ;
Andrews, Dilys Miriam ;
Zeicu, Claudia ;
Bouhuwaish, Ahmad Mohammad ;
Lestari, Avinindita Nura ;
Abu-Ismail, Lua'i ;
Sadiq, Arsal Subbah ;
Khamees, Almu'atasim ;
Mohammed, Khaled M. G. ;
Williams, Estelle ;
Omran, Aya Ibrahim ;
Ismail, Dima Y. Abu ;
Ebrahim, Esraa Hasan .
FRONTIERS IN PUBLIC HEALTH, 2021, 9
[10]   ChatGPT in physics education: A pilot study on easy-to-implement activities [J].
Bitzenbauer, Philipp .
CONTEMPORARY EDUCATIONAL TECHNOLOGY, 2023, 15 (03)