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Using static analysis tools for analyzing student behavior in an introductory programming course
Joint Authors
al-Balwi, Ibrahim
Salter, Juzif
Source
Jordanian Journal of Computetrs and Information Technology
Issue
Vol. 6, Issue 3 (30 Sep. 2020), pp.215-233, 19 p.
Publisher
Princess Sumaya University for Technology
Publication Date
2020-09-30
Country of Publication
Jordan
No. of Pages
19
Main Subjects
Information Technology and Computer Science
Abstract EN
Analyzing student coding data can help researchers understand how novice programmers learn and inform practitioners on how to best teach them.
this work explores how using static analysis tools in programming assignments can provide insight into student behavior and performance.
the use of three static analysis tools in the assignments of an introductory programming course has been analyzed.
our findings confirm previous work regarding that formatting and documentation issues are the most common issues found in student code, that this is constant regardless of major and performance in the course and that there are certain error types which are more correlated with performance.
we also found that total error frequency in the course correlates with final course grade and that the presence of any kind of error in final submissions correlates with low performance on exams.
furthermore, we found females to produce less documentation and style errors than males and students who partner to produce less errors in general than students working alone.
our results also raise concerns on the use of certain metrics for assessing the difficulty of fixing errors by students.
American Psychological Association (APA)
al-Balwi, Ibrahim& Salter, Juzif. 2020. Using static analysis tools for analyzing student behavior in an introductory programming course. Jordanian Journal of Computetrs and Information Technology،Vol. 6, no. 3, pp.215-233.
https://search.emarefa.net/detail/BIM-1415644
Modern Language Association (MLA)
al-Balwi, Ibrahim& Salter, Juzif. Using static analysis tools for analyzing student behavior in an introductory programming course. Jordanian Journal of Computetrs and Information Technology Vol. 6, no. 3 (Sep. 2020), pp.215-233.
https://search.emarefa.net/detail/BIM-1415644
American Medical Association (AMA)
al-Balwi, Ibrahim& Salter, Juzif. Using static analysis tools for analyzing student behavior in an introductory programming course. Jordanian Journal of Computetrs and Information Technology. 2020. Vol. 6, no. 3, pp.215-233.
https://search.emarefa.net/detail/BIM-1415644
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 229-232
Record ID
BIM-1415644