To read or to rotate? comparing the effects of technical reading training and spatial skills training on novice programming ability
Madeline Endres, Madison Fansher, Priti Shah, Westley Weimer
Abstract
Understanding how to best support and train novice programmers is a critical component of producing better and more diverse software engineers. In this paper, we present the results of a controlled 11-week longitudinal study with 57 CS1 students comparing two skill-based interventions to improve programming performance. The first intervention involves spatial training, an established baseline known to be helpful in engineering contexts. The second intervention is a novel CS-focused technical reading training.
Ask about this paper
Ask your agent about it.
Lune has read the top-tier papers around this one, so every answer names the papers it rests on.
Your agent calls
Lunesearch_papers
Free to start. No credit card required.
Terminal
Install the CLIlune papers get 1d06b604-67aa-4f70-99a3-1a246d80ed6dCited by top-tier papers3
- A Four-Year Study of Student Contributions to OSS vs. OSS4SG with a Lightweight InterventionZihan Fang, Madeline Endres, Thomas Zimmermann, Denae Ford et al.FSE 2023 · 6 citations
- Causal Relationships and Programming Outcomes: A Transcranial Magnetic Stimulation ExperimentHammad Ahmad, Madeline Endres, Kaia Newman, Priscila Santiesteban et al.ICSE 2024 · 2 citations
- High Expectations: An Observational Study of Programming and Cannabis IntoxicationWenxin He, Manasvi Parikh, Westley Weimer, Madeline EndresICSE 2024 · 2 citations
Related papers
- Relating Reading, Visualization, and Coding for New Programmers: A Neuroimaging StudyMadeline Endres, Zachary Karas, Xiaosu Hu, Ioulia Kovelman et al.ICSE 2021 · 1 citation
- Investigating the Interaction of Game Features and Spatial Skills with Performance and Perceived Difficulty in a Block-Based 3D Programming Puzzle GameYasitha Rajapaksha, John Thomas Bacher, Tiffany BarnesCHI 2026 · 1 citation
- Virtual Reality Impacts on Novice Programmers' Self-EfficacyNanlin Sun, Wallace Santos LagesIEEE VR 2025 · 3 citations
- Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory ProgrammingMajeed Kazemitabaar, Justin Chow, Carl Ka To Ma, Barbara J. Ericson et al.CHI 2023 · 348 citations
- Developers' Visuo-spatial Mental Model and Program ComprehensionAbir Bouraffa, Gian-Luca Fuhrmann, Walid MaalejICSE 2023 · 1 citation
