Dr. Miller's research has three main thrusts: ergonomic product design, design cognition, and human-computer interaction.
In the News
Research Keywords
These keywords and phrases come from the publications and other research output of this person. See other researchers related to these topics by clicking on any keyword.
Recent Publications
Linking UI design to training effectiveness, efficiency, and satisfaction in central venous catheterization simulation
Knaf, A., Motamedi, S., Moore, J. Z., Adhikary, S. & Miller, S. R., Jun 2026, In: Human Factors in Healthcare. 9, 100118.Research output: Contribution to journal › Review article › peer-review
Guided activity kits impact parents’ scaffolding of child STEM play
Bierman, K. L., Liben, L. S., Small, M., Connell, J., Heinrichs, B., Menold, J., Miller, S. & Mannweiler, M., Apr 2025, In: Learning and Instruction. 96, 102082.Research output: Contribution to journal › Article › peer-review
Bridging the gap in engineering creativity evaluations: Exploring novice eye-gaze behavior across design modalities
Ka, D. H., Motamedi, S., Ahmed, F., Tehranchi, F. & Miller, S. R., Aug 1 2025, In: Proceedings of the Design Society. 5, p. 781-790 10 p.Research output: Contribution to journal › Conference article › peer-review
Exploring Human and Language Model Alignment in Perceived Design Similarity Using Ordinal Embeddings
Keeler, M., Fuge, M. D., Peng, A. & Miller, S., Oct 1 2025, In: Journal of Mechanical Design. 147, 10, 101402.Research output: Contribution to journal › Article › peer-review
From gaze to proficiency: deep learning-driven prediction of novice performance in laparoscopic training using AOI-dependent metrics
Khanfar, A. F., Motamedi, S., Safford, S. D., Moore, J., Menold, J. & Miller, S., 2025, (Accepted/In press) In: Surgical endoscopy.Research output: Contribution to journal › Article › peer-review
Visual attention and cognitive workload using different laparoscopic box trainers and mixed-reality feedback
Khanfar, A. F., Motamedi, S., Safford, S. D., Moore, J., Menold, J. & Miller, S., Aug 2025, In: Surgical endoscopy. 39, 8, p. 5057-5071 15 p.Research output: Contribution to journal › Article › peer-review
Malevolent Creativity as Parochial Altruism? Examining the Intergroup Bases of New and Harmful Ideas
Nguyen, T. L., d’Amato, A. L., Miller, S. R. & Hunter, S. T., 2025, In: Creativity Research Journal. 37, 1, p. 104-119 16 p.Research output: Contribution to journal › Article › peer-review
CAP: The creativity assessment platform for online testing and automated scoring
Patterson, J. D., Pronchick, J., Panchanadikar, R., Fuge, M., van Hell, J. G., Miller, S. R., Johnson, D. R. & Beaty, R. E., Sep 2025, In: Behavior research methods. 57, 9, 264.Research output: Contribution to journal › Article › peer-review
An Examination of Individual Attributes and their Impact on Team Creative Design Outputs
Peng, A., Hunter, S. & Miller, S. R., 2025, In: International Journal of Engineering Education. 41, 3, p. 598-615 18 p.Research output: Contribution to journal › Article › peer-review
Map to safety: longitudinal examination of psychological safety in engineering capstone students
Peng, A., Fang, W., Menold, J., Moore, R. & Miller, S., Aug 1 2025, In: Proceedings of the Design Society. 5, p. 2331-2340 10 p.Research output: Contribution to journal › Conference article › peer-review
Nature Versus Nurture: Examining Engineering Classrooms and Their Effectiveness in Fostering Student Perception of Creative Climate
Peng, A., Menold, J. & Miller, S. R., Oct 1 2025, In: Journal of Mechanical Design. 147, 10, 102301.Research output: Contribution to journal › Article › peer-review
Tracking success: Exploring the application of eye tracking for simulator validation in the clinical and simulated environments
Tzamaras, H. M., Mast, J., Sinz, E., Moore, J. & Miller, S., Jun 2025, In: Human Factors in Healthcare. 7, 100101.Research output: Contribution to journal › Article › peer-review
Guided STEM Activity Kits for Parents With Preschool Children: Design, Frequency of Use, and Parent Evaluation
Bierman, K. L., Small, M., Liben, L. S., Connell, J., Menold, J., Miller, S., Heinrichs, B. & Mannweiler, M. D., 2024, In: Journal of Research in Childhood Education. 38, 4, p. 540-558 19 p.Research output: Contribution to journal › Article › peer-review
Evaluating the Impact of Assessment Metrics for Simulated Central Venous Catheterization Training
Brown, D. C., Gonzalez-Vargas, J. M., Tzamaras, H. M., Sinz, E. H., Ng, P. K., Yang, M. X., Adhikary, S. D., Miller, S. R. & Moore, J. Z., Feb 1 2024, In: Simulation in Healthcare. 19, 1, p. 27-34 8 p.Research output: Contribution to journal › Article › peer-review
Identifying diversity of patient anatomy through automated image analysis of clinical ultrasounds
Brown, D. C., Nguyen, K., Miller, S. R. & Moore, J. Z., Sep 2024, In: Journal of Ultrasound. 27, 3, p. 635-643 9 p.Research output: Contribution to journal › Article › peer-review