Gender-Based Factors in Computing Enrollments and Achievement: Evidence from a Study of Tertiary Students

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Abstract
Fewer females than males enroll in secondary and tertiary computing courses. This has implications for both the national economy and for the development of women as individuals. Explanations for gender differences in enrollments place varying emphasis on 1) social learning explanations focusing on the importance of experience, encouragement from significant others, the provision of male role models, and the generalization of pre-existing attitudes to mathematics and science, 2) category-based explanations of computer selection and avoidance, 3) beliefs about gender differences in abilities, and 4) gender differences in attributions for success and failure. Using a sample of 222 Australian first year tertiary students enrolled in a compulsory unit of computer studies, data were collected from questionnaires and the university database. Initial gender differences in computing experience and attitudes were found. Women were less likely to intend to pursue further computing studies, although their achievement was comparable to that of men. Achievement related to computing experience and in the case of men, to mathematics experience. Intentions to pursue further computing studies related to attitudes to computing and, in the case of women to mathematics experience and attitudes to statistics. The results are discussed in terms of the different roles of prior experience and attitudes and the implications for changing women's attitudes to computing.