ERIC Number: EJ1454604
Record Type: Journal
Publication Date: 2024-Dec
Pages: 7
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-2168-8273
EISSN: EISSN-2168-8281
Available Date: N/A
Agriculture Students' Use of Generative Artificial Intelligence for Microcontroller Programming
Natural Sciences Education, v53 n2 e20155 2024
Microcontrollers are widely used in agriculture, yet most undergraduate agriculture students do not have the programming skills necessary to make use of these devices in their academic programs or careers. However, generative artificial intelligence (AI) chatbots, such as ChatGPT, have the ability to write complex microcontroller programs when properly queried. The study was conducted to determine the effects of undergraduate agriculture students' (n = 22) use of ChatGPT to write a microcontroller program on their programming task performance, self-efficacy, and attitudes toward generative AI. Nine of 11 (81.8%) student pairs were successful in the ChatGPT-assisted programming activity, requiring between one (33.3%) and six (11.1%) queries to develop their programs. The two unsuccessful pairs used either one or two queries and produced somewhat functional programs that did not fully operate as specified. Pre- and posttest surveys indicated significant (p < 0.001) increases in self-efficacy for writing microcontroller programs, for using ChatGPT to write microcontroller programs, and attitudes toward generative AI. This research confirmed that undergraduate agriculture students can successfully use generative AI chatbots to write microcontroller programs and that successful task completion increases student self-efficacy. Further research is needed to determine best practices for using generative AI in teaching and learning microcontroller programming.
Descriptors: Undergraduate Students, Agricultural Education, Programming, Artificial Intelligence, Computer Software, Technology Uses in Education, Computer Science Education, Learning Activities, Self Efficacy, Outcomes of Education, Student Attitudes, Best Practices, Teaching Methods
Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www-wiley-com.bibliotheek.ehb.be/en-us
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: National Institute of Food and Agriculture (NIFA) (USDA)
Authoring Institution: N/A
Grant or Contract Numbers: 1024473
Author Affiliations: N/A