Computer Science Student Selection - A Scoping Review and a National Entrance Examination Reform. - Outi T. Virkki (SIGCSE, 2021)

Reasoning Skills Assessment in Information Technology National Entrance Examination Reform; a Design Science Approach. - Outi T. Virkki (EDUCON, 2022)

Performance and Attrition in Information Technology Studies; A Survey of Students' Viewpoints. - Outi T. Virkki (EDUCON, 2023)

Developing Critical Thinking Practices Interwoven with Generative AI Usage in an Introductory Programming Course. - Arne Styve; Outi T. Virkki; Usman Naeem (EDUCON, 2024)

Stimulating Critical Thinking in a Web Programming Module with Generative AI Tools. - Usman Naeem; Arne Styve; Outi T. Virkki (EDUCON, 2025)