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Autor/inn/enPappas, Ilias O.; Giannakos, Michail N.; Jaccheri, Letizia; Sampson, Demetrios G.
TitelAssessing Student Behavior in Computer Science Education with an fsQCA Approach: The Role of Gains and Barriers
QuelleIn: ACM Transactions on Computing Education, 17 (2017) 2, Artikel 10 (23 Seiten)Infoseite zur Zeitschrift
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Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN1946-6226
DOI10.1145/3036399
SchlagwörterIntention; Student Behavior; Computer Science Education; Barriers; Student Motivation; Academic Achievement; Predictor Variables; Academic Persistence; College Students; College Environment; Student Attitudes; Beliefs; Value Judgment; Teacher Competencies; Foreign Countries; Student Satisfaction; Grade Point Average; Career Choice; Norway
AbstractThis study uses complexity theory to understand the causal patterns of factors that stimulate students' intention to continue studies in computer science (CS). To this end, it identifies gains and barriers as essential factors in CS education, including motivation and learning performance, and proposes a conceptual model along with research propositions. To test its propositions, the study employs fuzzy-set qualitative comparative analysis on a data sample from 344 students. Findings indicate eight configurations of cognitive and noncognitive gains, barriers, motivation for studies, and learning performance that explain high intention to continue studies in CS. This research study contributes to the literature by (1) offering new insights into the relationships among the predictors of CS students' intention to continue their studies and (2) advancing the theoretical foundation of how students' gains, barriers, motivation, and learning performance combine to better explain high intentions to continue CS studies. (As Provided).
AnmerkungenAssociation for Computing Machinery. 2 Penn Plaza Suite 701, New York, NY 10121. Tel: 800-342-6626; Tel: 212-626-0500; Fax: 212-944-1318; e-mail: acmhelp@acm.org; Web site: http://toce.acm.org/
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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