Can students' spatial skills predict their programming abilities?

R Bockmon, S Cooper, J Gratch, J Zhang… - Proceedings of the …, 2020 - dl.acm.org
Spatial abilities have been shown to have high predictability in students' success in STEM
related fields. Studies have also shown that there is a correlation between students' spatial …

A CS1 spatial skills intervention and the impact on introductory programming abilities

R Bockmon, S Cooper, W Koperski, J Gratch… - Proceedings of the 51st …, 2020 - dl.acm.org
This paper discusses the results of replicating and extending a study performed by Cooper
et al. examining the relationship between students' spatial skills and their success in …

[HTML][HTML] Analysis of Machine Learning Classification Approaches for Predicting Students' Programming Aptitude

A Çetinkaya, ÖK Baykan, H Kırgız - Sustainability, 2023 - mdpi.com
With the increasing prevalence and significance of computer programming, a crucial
challenge that lies ahead of teachers and parents is to identify students adept at computer …

Spatial skills and demographic factors in CS1

A Ly, J Parkinson, Q Cutts, M Liut… - Proceedings of the 21st …, 2021 - dl.acm.org
Motivation Prior studies have established that training spatial skills may improve outcomes
in computing courses. Very few of these studies have, however, explored the impact of …

Exploring the value of student self-evaluation in introductory programming

R Duran, JM Rybicki, J Sorva, A Hellas - … of the 2019 ACM Conference on …, 2019 - dl.acm.org
Programming teachers have a strong need for easy-to-use instruments that provide reliable
and pedagogically useful insights into student learning. Currently, no validated tools exist for …

Uses, revisions, and the future of validated assessments in computing education: A case study of the FCS1 and SCS1

MC Parker, M Guzdial, AE Tew - … of the 17th ACM Conference on …, 2021 - dl.acm.org
Validated instruments of knowledge are important for creating an accepted and shared
measurement for the most important part of education–student learning. The Force Concept …

Toward CS1 Content Subscales: A Mixed-Methods Analysis of an Introductory Computing Assessment

MC Parker, MJ Davidson, YS Kao… - Proceedings of the 23rd …, 2023 - dl.acm.org
Background and Context. There is a constant, demonstrated need for valid and reliable
assessments in computing education research. While there exist assessments at a course …

Validation of the placement skill inventory: A cs0/cs1 placement exam

R Bockmon, C Bourke - Proceedings of the 54th ACM Technical …, 2023 - dl.acm.org
Student success in introductory computing course continues to be a major challenge.
Though there has been much research and innovation in recent years to help reduce high …

Exploring Models and Theories of Spatial Skills in CS through a Multi-National Study

J Parkinson, S Dziallas, F McNeill… - Proceedings of the 2023 …, 2023 - dl.acm.org
Background and Context. The relationship between spatial skills and computing science
success has been demonstrated at multiple institutions. ICER has reacted positively to two …

Relating spatial skills and expression evaluation

J Parkinson, Q Cutts, S Draper - United Kingdom & Ireland Computing …, 2020 - dl.acm.org
Work connecting spatial skills to computing has used course grades or marks, or general
programming tests as the measure of computing ability. In order to map the relationship …