Using video analysis and learning analytics to understand programming trajectories in data science activities with Scratch. - Cassia Fernandez; João Adriano Freitas; Roseli de Deus Lopes; Paulo Blikstein (IDC, 2022)

The design space of visualization tools for data science education: Literature review and framework for future designs. - Cassia Fernandez; João Adriano Freitas; Paulo Blikstein; Roseli de Deus Lopes (Int. J. Child Comput. Interact., 2025)