TY - GEN
T1 - Work in Progress
T2 - 54th IEEE Frontiers in Education Conference, FIE 2024
AU - Hammond, Emily
AU - Faber, Courtney
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This work-in-progress, innovative practice paper describes the design and implementation of a computer programming project that encouraged students to use artificial intelligence (AI) tools (e.g., ChatGPT). This innovative practice was implemented at a state university in an introduction to programming course. Course assessments included weekly homework assignments, an open-ended project, one quiz, and three midterm exams. Students were explicitly told in class and in the syllabus that no AI was allowed for weekly homework assignments; however, students were encouraged to use AI for the open-ended project. This decision was made because the problems on weekly assignments were more structured and could be easily solved by AI tools. In comparison, the learning objective of the project was focused on code design with open-ended requirements making it harder for AI to provide workable code. Students who reported using AI indicated that they used it to help start the project and/or a piece of the project and to aid in debugging or finding errors. Project grades were similar to grades seen in previous years for similar projects; however, grades on midterm two, which occurred after the project, were surprisingly higher than the grades for midterm one and higher than exam grades from previous years on similar topics. At this point, we do not know if/how the project contributed to these improved exam scores. Given the success of the project in its first implementation, Dr. E plans to use the assignment in future semesters. Additionally, Dr. C plans to collect data to begin exploring how the use of AI tools in this open-ended project supported students' learning and understanding of principles in the course.
AB - This work-in-progress, innovative practice paper describes the design and implementation of a computer programming project that encouraged students to use artificial intelligence (AI) tools (e.g., ChatGPT). This innovative practice was implemented at a state university in an introduction to programming course. Course assessments included weekly homework assignments, an open-ended project, one quiz, and three midterm exams. Students were explicitly told in class and in the syllabus that no AI was allowed for weekly homework assignments; however, students were encouraged to use AI for the open-ended project. This decision was made because the problems on weekly assignments were more structured and could be easily solved by AI tools. In comparison, the learning objective of the project was focused on code design with open-ended requirements making it harder for AI to provide workable code. Students who reported using AI indicated that they used it to help start the project and/or a piece of the project and to aid in debugging or finding errors. Project grades were similar to grades seen in previous years for similar projects; however, grades on midterm two, which occurred after the project, were surprisingly higher than the grades for midterm one and higher than exam grades from previous years on similar topics. At this point, we do not know if/how the project contributed to these improved exam scores. Given the success of the project in its first implementation, Dr. E plans to use the assignment in future semesters. Additionally, Dr. C plans to collect data to begin exploring how the use of AI tools in this open-ended project supported students' learning and understanding of principles in the course.
KW - computational thinking
KW - learning technology
KW - undergraduate
UR - https://www.scopus.com/pages/publications/105000665678
U2 - 10.1109/FIE61694.2024.10892956
DO - 10.1109/FIE61694.2024.10892956
M3 - Conference contribution
AN - SCOPUS:105000665678
T3 - Proceedings - Frontiers in Education Conference, FIE
BT - 2024 IEEE Frontiers in Education Conference, FIE 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 13 October 2024 through 16 October 2024
ER -