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Miitta Järvinen; Katriina Sipiläinen; Janne Roslöf; Sami Lehesvuori; Lauri Kettunen; Raija Hämäläinen – European Journal of Engineering Education, 2025
This study explored the learning experiences of first-year information technology students at the beginning of their studies. Identifying the early experiences is important, as we know they can predict later challenges and persistence in studies. We focus on a novel understanding of relations between learning approaches, self-efficacy and burnout…
Descriptors: Information Technology, College Freshmen, Computer Science Education, Self Efficacy

Campbell, N. Jo – Journal of Research on Computing in Education, 1992
Describes a study of undergraduate students that examined the relationship between selection of college computer courses and self-perceived proficiency in using computers, computer causal attributions, and selected computer attitudes. Gender issues are addressed, correlations between variables are examined, and implications for educators are…
Descriptors: Attribution Theory, Computer Literacy, Computer Science Education, Correlation