Approach to Develop a Concept Inventory Informing Teachers of Novice Programmers' Mental Models

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Résumé

This Research Full Paper proposes an approach for developing and administering a concept inventory (CI). Based on misconceptions, the CI should allow the identification of mental models, but more importantly, the visualization of the evolution of these mental models - from intuitive to correct mental models - over a given period of teaching time. This approach is illustrated by the development of three questionnaires, each focusing on a basic programming concept: Variables, conditional statements, and functions. Its main steps are: Identifying topics and students' misconceptions, creating questions that reflect these misconceptions, administering questions to students, and selecting most relevant questions to become part of the CI. The research was conducted over four years with four groups of students, as part of an introductory programming course. During the first year, an ethnographic approach was applied to define the problematic topics and identify the misconceptions of the students. From the second to the fourth year, each year and for one semester, students were assessed longitudinally, according to a specific schedule. The developed questionnaires were iterated three times and administered to more than 250 students.
langue originaleAnglais
titre2020 IEEE Frontiers in Education Conference, FIE 2020 - Proceedings
EditeurInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronique)978-1-7281-8961-1
ISBN (imprimé)9781728189611
Les DOIs
Etat de la publicationPublié - 21 oct. 2020
EvénementIEEE Frontiers in Education Conference - FIE2020 - Uppsala, Suède
Durée: 21 oct. 202024 oct. 2020

Série de publications

NomProceedings - Frontiers in Education Conference, FIE
Volume2020-October
ISSN (imprimé)1539-4565

Une conférence

Une conférenceIEEE Frontiers in Education Conference - FIE2020
PaysSuède
La villeUppsala
période21/10/2024/10/20

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