Stephen MacNeil
Impact in
- Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
- Computer Science Applications top 0.5%
- Online Learning and Analytics
- Teaching and Learning Programming
Papers in
-
- Online Learning and Analytics 21
- Teaching and Learning Programming 18
- Co-authors
- Andrew Tran (7 shared papers)Juho Leinonen (21 shared papers)Paul Denny (17 shared papers)Arto Hellas (9 shared papers)Sami Sarsa (6 shared papers)Joanne Kim (4 shared papers)James Prather (13 shared papers)Brent N. Reeves (9 shared papers)
- Journals
- Proceedings of the ACM on Human-Computer Interaction (2 papers)American Journal of Speech-Language Pathology (1 paper)Folia Phoniatrica et Logopaedica (1 paper)Journal of Biomechanics (1 paper)Seminars in Speech and Language (1 paper)
- Partner nations
- United StatesFinlandNew Zealand
In The Last Decade
Stephen MacNeil
61 papers receiving 1.2k citations
Stephen MacNeil's Hit Papers
Peers
Comparison fields: 5 of 82
- Health Informatics 166
- Computer Science Applications 624
- Software 95
- Artificial Intelligence 471
- Information Systems 281
Countries citing papers authored by Stephen MacNeil
This map shows the geographic impact of Stephen MacNeil's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stephen MacNeil with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephen MacNeil more than expected).
Fields of papers citing papers by Stephen MacNeil
This network shows the impact of papers produced by Stephen MacNeil. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stephen MacNeil. The network helps show where Stephen MacNeil may publish in the future.
Co-authors
The 25 scholars most cited alongside Stephen MacNeil, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 68 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | The Robots Are Here: Navigating the Generative AI Revolution in Computing Education Hit paper breakdown → | 2023 | 186 |
| 2 | Generating Diverse Code Explanations using the GPT-3 Large Language Model Hit paper breakdown → | 2022 | 144 |
| 3 | Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book Hit paper breakdown → | 2023 | 128 |
| 4 | Comparing Code Explanations Created by Students and Large Language Models Hit paper breakdown → | 2023 | 120 |
| 5 | 2023 | 79 | |
| 6 | The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers Hit paper breakdown → | 2024 | 78 |
| 7 | 2024 | 59 | |
| 8 | 2022 | 29 | |
| 9 | 2023 | 28 | |
| 10 | Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Hit paper breakdown → | 2025 | 25 |
| 11 | 2021 | 22 | |
| 12 | 2023 | 20 | |
| 13 | 2024 | 19 | |
| 14 | 2024 | 19 | |
| 15 | 2016 | 19 | |
| 16 | 2023 | 17 | |
| 17 | 2021 | 17 | |
| 18 | 2024 | 16 | |
| 19 | 2023 | 16 | |
| 20 | 2021 | 15 |
About Stephen MacNeil
Stephen MacNeil is a scholar working on Computer Science Applications, Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition and Education, having authored 68 papers that have together received 1.3k indexed citations. Recurring topics across this work include Online Learning and Analytics (21 papers), Teaching and Learning Programming (18 papers), Innovative Teaching and Learning Methods (7 papers), Software Engineering Research (7 papers), Design Education and Practice (5 papers), Data Visualization and Analytics (5 papers), Experimental Learning in Engineering (5 papers) and Scientific Computing and Data Management (5 papers). The work is most often cited by research in Health Informatics (166 citations), Computer Science Applications (624 citations), Software (95 citations), Artificial Intelligence (471 citations) and Information Systems (281 citations). Stephen MacNeil has collaborated with scholars based in United States, Finland and New Zealand. Frequent co-authors include Andrew Tran, Juho Leinonen, Paul Denny, Arto Hellas, Sami Sarsa, Joanne Kim, James Prather, Brent N. Reeves, Brett A. Becker and Zijian Ding. Their work appears in journals such as Proceedings of the ACM on Human-Computer Interaction, American Journal of Speech-Language Pathology, Folia Phoniatrica et Logopaedica, Journal of Biomechanics and Seminars in Speech and Language.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.