Judy Sheard
Angela Carbone
Raymond Lister
Errol Thompson
Jacqueline L. Whalley
Abstract
This paper explores the programming knowledge of novices using Biggs' SOLO taxonomy. It builds on previous work of Lister et al. (2006) and addresses some of the criticisms of that work. The research was conducted by studying the exam scripts for 120 introductory programming students, in which three specific questions were analyzed using the SOLO taxonomy. The study reports the following four findings: when the instruction to students used by Lister et al. - "In plain English, explain what the following segment of Java code does" - is replaced with a less ambiguous instruction, many students still provide multistructural responses; students are relatively consistent in the SOLO level of their answers; student responses on SOLO reading tasks correlate positively with performance on writing tasks; postgraduates students manifest a higher level of thinking than undergraduates.
- Adelson, B. When novices surpass experts: The difficulty of a task may increase with expertise. Journal of Experimental Psychology: Learning, Memory, and Cognition, 10, 3 (1984), 483--495.Google Scholar
- Biggs, J. B. & Collis, K. F. Evaluating the quality of learning: The SOLO taxonomy (Structure of the Observed Learning Outcome). New York, Academic Press, 1982.Google Scholar
- Lister, R., Simon, B., Thompson, E., Whalley, J. L., and Prasad, C. (2006). Not seeing the forest for the trees: novice programmers and the SOLO taxonomy. In Proceedings of the 11th Annual SIGCSE Conference on innovation and Technology in Computer Science Education. (Bologna, Italy, June 26 - 28, 2006), 118--122. Google ScholarDigital Library
- McKeithen, K., Reitman, J., Rueter, H., & Hirtle, S. (1981). Knowledge organization and skill differences in computer programmers. Canadian J. of Psychology, 13, 307--325.Google Scholar
- Wiedenbeck, S., Fix, V. & Scholtz, J. (1993) Characteristics of the mental representations of novice and expert programmers: An empirical study. International Journal of Man-Machine Studies, 39, 793--812. Google ScholarDigital Library
Index Terms
- Going SOLO to assess novice programmers
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