Research Article
Salima Aldazharova, Gulnara Issayeva, Samat Maxutov, Nuri Balta
CONT ED TECHNOLOGY, Volume 16, Issue 4, Article No: ep538
ABSTRACT
This study investigates the performance of GPT-4, an advanced AI model developed by OpenAI, on the force concept inventory (FCI) to evaluate its accuracy, reasoning patterns, and the occurrence of false positives and false negatives. GPT-4 was tasked with answering the FCI questions across multiple sessions. Key findings include GPT-4’s proficiency in several FCI items, particularly those related to Newton’s third law, achieving perfect scores on many items. However, it struggled significantly with questions involving the interpretation of figures and spatial reasoning, resulting in a higher occurrence of false negatives where the reasoning was correct, but the answers were incorrect. Additionally, GPT-4 displayed several conceptual errors, such as misunderstanding the effect of friction and retaining the outdated impetus theory of motion. The study’s findings emphasize the importance of refining AI-driven tools to make them more effective in educational settings. Addressing both AI limitations and common misconceptions in physics can lead to improved educational outcomes.
Keywords: AI assisted learning, force concept inventory, GPT-4, physics education
Research Article
Alexander Volfson, Haim Eshach, Yuval Ben-Abu
CONT ED TECHNOLOGY, Volume 15, Issue 2, Article No: ep413
ABSTRACT
Circus art excites amazes and delights. Most of circus genres are based on the principles of classical physics. Dialogic discussions are known as an instrument to identify conceptual barriers (misconceptions) and facilitate their further revision. The present study integrates the three worlds: physics education, dialogic teaching and circus art; and provides a research foundation for experiential physics teaching through dialogic discussions about circus tricks (DDCT) in formal and informal setups. It aims at examining the potential of DDCT as a tool for identifying misconceptions and facilitating conceptual change regarding physics concepts. The study encircles about 40 DDCT provided in the Israeli KESHET circus. In total, about 5,500 people watched the shows. From them, about 400 actively participated in the DDCT. We analyze in details four typical DDCT relating (a) circular motion, (b) moment of inertia, (c) torque, and (d) heat transfer. For each DDCT we demonstrate the way it pinpoints participants’ knowledge and its implementation in circus devices’ analysis. Further we examine whether and how the DDCT could facilitate developing physics knowledge and/or going through a meaningful conceptual change regarding each of these concepts. Due to our results DDCT seems to be an original and promising approach to bring advanced physics ideas to the general public, in ways that are interesting, experiential and relatively easy to understand. We finish with practical recommendations for physics educators (as well as circus artists) who would like to implement DDCT in their classes (shows).
Keywords: physics education, dialogic teaching, informal teaching, misconceptions, conceptual change, circular motion, moment of inertia, torque, heat transfer