How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

This research paper contributes to the computing education research community's understanding of Generative AI (GenAI) in the context of introductory programming, and specifically, how students utilize related tools, such as ChatGPT. An increased understanding of students' use is mandatory for educators and higher education institutions, as GenAI is here to stay, and its performance is likely to improve rapidly in the near future. Learning about students' use patterns is not only crucial to support their learning, but to develop adequate forms of instruction and assessment. With the rapid advancement of AI, its broad availability, and ubiquitous presence in educational environments, elaborating how AI can enhance learning experiences, especially in courses such as introductory programming is important. To date, most studies have focused on the educator's perspective on GenAI, its performance, characteristics, and limitations. However, the student perspective, and how they actually use GenAI tools in course contexts, has not been subject to a great number of studies. Therefore, this study is guided by the following research questions: (1) What do students report on their use pattern of ChatGPT in the context of introductory programming exercises? and (2) How do students perceive ChatGPT in the context of introductory programming exercises? To address these questions, computing students at a large German university were asked to solve programming tasks with the assistance of ChatGPT as part of their introductory programming course. Students (n=298) provided information regarding the use of ChatGPT, and their evaluation of the tool via an online survey. This research provides a comprehensive evaluation of ChatGPT-3.5's application by novice programmers in a higher education context. The findings reveal that while students widely adopt GenAI, their use varies significantly, ranging from acceptance of generated solutions to dynamic, and critical engagement. Therefore, this work has implications for educators designing guardrails or forms of instructions on the use of GenAI tools in the classroom.

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Publication Details

Published
2024-10-13
DOI
https://doi.org/10.1109/fie61694.2024.10893442
Citations
21
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
8.65
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article

How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

Natalie Kiesler, Andreas Scholl
21 citations
Online Learning and Analytics
8.65
article

How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

Natalie Kiesler, Andreas Scholl
article en
21 citations

Abstract

This research paper contributes to the computing education research community's understanding of Generative AI (GenAI) in the context of introductory programming, and specifically, how students utilize related tools, such as ChatGPT. An increased understanding of students' use is mandatory for educators and higher education institutions, as GenAI is here to stay, and its performance is likely to improve rapidly in the near future. Learning about students' use patterns is not only crucial to support their learning, but to develop adequate forms of instruction and assessment. With the rapid advancement of AI, its broad availability, and ubiquitous presence in educational environments, elaborating how AI can enhance learning experiences, especially in courses such as introductory programming is important. To date, most studies have focused on the educator's perspective on GenAI, its performance, characteristics, and limitations. However, the student perspective, and how they actually use GenAI tools in course contexts, has not been subject to a great number of studies. Therefore, this study is guided by the following research questions: (1) What do students report on their use pattern of ChatGPT in the context of introductory programming exercises? and (2) How do students perceive ChatGPT in the context of introductory programming exercises? To address these questions, computing students at a large German university were asked to solve programming tasks with the assistance of ChatGPT as part of their introductory programming course. Students (n=298) provided information regarding the use of ChatGPT, and their evaluation of the tool via an online survey. This research provides a comprehensive evaluation of ChatGPT-3.5's application by novice programmers in a higher education context. The findings reveal that while students widely adopt GenAI, their use varies significantly, ranging from acceptance of generated solutions to dynamic, and critical engagement. Therefore, this work has implications for educators designing guardrails or forms of instructions on the use of GenAI tools in the classroom.

Georg Simon Ohm University of Applied Sciences Nuremberg (DE)
Quality Education
Openalex Percentile: Top 2%
Online Learning and Analytics
8.65
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How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course — Natalie Kiesler, Andreas Scholl · (2024) | TGRS Research Map | TGRS