| 2026 | ITiCSE | A Qualitative Examination of Undergraduate CS Students' Self-Regulated Learning. | John Bacher, Christina L. Hollander, Michael Berro, Julia Y. Choi, Thomas W. Price, Jeffrey Alan Greene, Matthew L. Bernacki |
| 2026 | ITiCSE | Investigating Alignment Between Computing Students' Self-Reported and Verbalized Self-Regulated Learning Behaviors. | Thomas Rexin, Christina L. Hollander, John Thomas Bacher, Michael Berro, Matthew L. Bernacki, Jeffrey A. Greene, Thomas W. Price |
| 2026 | LAK | Expanding Design Heuristics for Supporting Impasse-Driven Learning in a Puzzle Video Game Using a Problem-Solving Framework and Multimodal Network Models. | Zack Carpenter, Yeyu Wang, David DeLiema, Panayiota Kendeou, Matthew L. Bernacki, David Williamson Shaffer |
| 2018 | HCI | The Psychological Cost of College Math: Digital Learning Behaviors, Outcomes, and Genders Differences. | Xing Huang, Woonjon Hong, Matthew L. Bernacki |
| 2017 | EDM | A Prediction and Early Alert Model Using Learning Management System Data and Grounded in Learning Science Theory. | Won-Joon Hong, Matthew L. Bernacki |
| 2016 | EDM | Predicting STEM Achievement with Learning Management System Data: Prediction Modeling and a Test of an Early Warning System. | Michelle Dominguez, Matthew L. Bernacki, Phillip Merlin Uesbeck |
| 2014 | CogSci | Goal Orientation, Self-Efficacy, and "Online Measures" in Intelligent Tutoring Systems. | Stephen Fancsali, Matthew L. Bernacki, Timothy J. Nokes-Malach, Michael Yudelson, Steven Ritter |
| 2014 | CogSci | Relating a Task-Based, Behavioral Measure of Achievement Goals to Self-Reported Goals and Performance in the Classroom. | J. Elizabeth Richey, Matthew L. Bernacki, Daniel M. Belenky, Timothy J. Nokes-Malach |
| 2014 | EDM | The Impact of a Personalization Intervention for Mathematics on Learning and Non-Cognitive Factors. | Matthew L. Bernacki, Candace A. Walkington |
| 2011 | CogSci | Achievement Goals and Learning in a Lecture Course: Moving Towards Mastery Goals Predicts Deeper Learning. | Daniel M. Belenky, Timothy J. Nokes, Matthew L. Bernacki |