Theories and models of emotions, attitudes, and self-efficacy in the context of programming education

L Malmi, J Sheard, P Kinnunen, Simon… - Proceedings of the 2020 …, 2020 - dl.acm.org
Research into the relationship between learning computing and students' attitudes, beliefs,
and emotions often builds on theoretical frameworks from the social sciences in order to …

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 …

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 …

Relationships between an early-stage spatial skills test and final CS degree outcomes

J Parkinson, Q Cutts - Proceedings of the 53rd ACM Technical …, 2022 - dl.acm.org
Four years ago, the authors' institution conducted a spatial skills test with entry level
computing students. At the time of writing, these students have just graduated and some …

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 …

To read or to rotate? comparing the effects of technical reading training and spatial skills training on novice programming ability

M Endres, M Fansher, P Shah, W Weimer - Proceedings of the 29th ACM …, 2021 - dl.acm.org
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 …

A pair of aces: An analysis of isomorphic questions on an elementary computing assessment

MC Parker, L Garcia, YS Kao, D Franklin… - Proceedings of the …, 2022 - dl.acm.org
Background and Context. With increasing efforts to bring computing education opportunities
into elementary schools, there is a growing need for assessments, with arguments for …

Causal Relationships and Programming Outcomes: A Transcranial Magnetic Stimulation Experiment

H Ahmad, M Endres, K Newman… - Proceedings of the …, 2024 - dl.acm.org
Understanding the relationship between cognition and programming outcomes is important:
it can inform interventions that help novices become experts faster. Neuroimaging …

Psychometric evaluation of the cybersecurity concept inventory

S Poulsen, GL Herman, PAH Peterson… - ACM Transactions on …, 2021 - dl.acm.org
We present a psychometric evaluation of a revised version of the Cybersecurity Concept
Inventory (CCI), completed by 354 students from 29 colleges and universities. The CCI is a …

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 …