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Relationships between computational thinking and the quality of computer programs
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In: ISSN: 1360-2357 ; EISSN: 1573-7608 ; Education and Information Technologies ; https://hal.archives-ouvertes.fr/hal-03596834 ; Education and Information Technologies, Springer Verlag, In press, ⟨10.1007/s10639-022-10921-z⟩ (2022)
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Abstract:
International audience ; Computational thinking-the ability to reformulate and solve problems in ways that can be undertaken by computers-has been heralded as a foundational capability for the 21st Century. However, there are potentially different ways to conceptualise and measure computational thinking, for instance, as generalized problem solving capabilities or as applied practice during computer programming tasks, and there is little evidence to substantiate whether higher computational thinking capabilities using either of these measures result in better quality computer programs. This study examines the relationship between different forms of computational thinking and two different measures of programming quality for a group of 37 pairs of preservice teachers. General computational thinking capabilities were measured using Bebras tests, while applied computational thinking processes were measured using a Computational Thinking Behavioural Scheme. The quality of computer programs was measured using a qualitative rubric, and programs were also assessed using the Dr Scratch auto-grading platform. The Test of Nonverbal Intelligence (3rd edition, TONI-3) was used to test for confounding effects. While significant correlations between both measures of computational thinking and program quality were detected, regression analysis revealed that only applied computational thinking processes significantly predicted program quality (general computational thinking capability and non-verbal intelligence were not significant predictors). The results highlight the importance of students developing applied computational thinking procedural capabilities more than generalized computational thinking capabilities in order to improve the quality of their computer programs.
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Keyword:
[SHS.EDU]Humanities and Social Sciences/Education; [SHS.PSY]Humanities and Social Sciences/Psychology; Computational thinking; Program quality; Scratch; Visual programming
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URL: https://hal.archives-ouvertes.fr/hal-03596834
https://hal.archives-ouvertes.fr/hal-03596834/file/2022_Boom.pdf
https://doi.org/10.1007/s10639-022-10921-z
https://hal.archives-ouvertes.fr/hal-03596834/document
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| 22 |
Questions vives autour du "nœud verbal", des "actants" et des "circonstants" chez Lucien Tesnière et leur impact sur l’enseignement de la grammaire française
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In: L’œuvre de Lucien Tesnière : lectures contemporaines ; https://hal-cyu.archives-ouvertes.fr//hal-03648375 ; F. Neveu & A. Roig. L’œuvre de Lucien Tesnière : lectures contemporaines, De Gruyter, pp.403-423, 2022, ⟨10.1515/9783110715118-02210.1515/9783110715118-022⟩ (2022)
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| 23 |
Professional Testimony: Construction and Analysis of a “Graphic Object” in a Physics Class in a 12th Grade Science Major
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In: Objects to Learn About and Objects for Learning 1 ; https://hal.archives-ouvertes.fr/hal-03589558 ; Joël Bisault, Roselyne Le Bourgeois, Jean-François Thémines, Mickaël Le Mentec, Céline Chauvet-Chanoine. Objects to Learn About and Objects for Learning 1, Wiley, 2022, Online ISBN: 9781119902171 Print ISBN: 9781786306715. ⟨10.1002/9781119902171.ch5⟩ (2022)
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| 24 |
Briser la glace entre lexique et syntaxe auprès d'élèves de 10-11 ans
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In: L'étude du fonctionnement de la langue dans la discipline Français : quelles articulations ? ; https://hal-unilim.archives-ouvertes.fr/hal-03611379 ; L'étude du fonctionnement de la langue dans la discipline Français : quelles articulations ?, 2022, 978-2-39029-148-0 (2022)
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| 25 |
Simplification of literary and scientific texts to improve reading fluency and comprehension in beginning readers of French
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In: ISSN: 0142-7164 ; EISSN: 1469-1817 ; Applied Psycholinguistics ; https://hal-amu.archives-ouvertes.fr/hal-03549026 ; Applied Psycholinguistics, Cambridge University Press (CUP), 2022, pp.1-28. ⟨10.1017/S014271642100062X⟩ (2022)
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| 26 |
Interpréter avec Alceste (ou IramuteQ)
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In: Séminaire Humanités numériques 2022 ; https://hal.archives-ouvertes.fr/hal-03649792 ; Séminaire Humanités numériques 2022, Maison des sciences de l'Homme de Bretagne (MSHB), Apr 2022, web-conférence, France ; https://www.mshb.fr/medias_mshb/seminaire-hn-2022-1-utiliser-des-outils-et-des-services-numeriques-dans-sa-pratique-d-analyse-de-discours-oraux-et-ecrits/8215/ (2022)
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| 27 |
Rapport et Bilan Scientifique - 2e Symposium sur la Politique Linguistique Familiale 2021
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In: https://hal-inalco.archives-ouvertes.fr/hal-03525635 ; [Rapport de recherche] INALCO, Sorbonne Paris-Cité (SPC). 2022 (2022)
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| 28 |
Valeria Villa-Perez (dir.), Minorations en chansons. Approches sociolinguistiques
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In: EISSN: 1769-7425 ; Glottopol ; https://hal.archives-ouvertes.fr/hal-03617965 ; Glottopol, Université de Rouen, Laboratoire Dylis, 2022, ⟨10.4000/glottopol.1958⟩ (2022)
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| 29 |
Regards sur dix ans de politique linguistique en faveur des langues régionales en Rhône-Alpes
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In: La Suisse romande et ses patois. Autour de la place et du devenir des langues francoprovençale et oïlique ; https://hal-univ-montpellier3-paul-valery.archives-ouvertes.fr/hal-03619034 ; Aquino-Weber Dorothée; Sauzet Maguelone. La Suisse romande et ses patois. Autour de la place et du devenir des langues francoprovençale et oïlique, pp.221-240, 2022, Glossaire des patois de la Suisse romande, 978-2-88930-391-5 (2022)
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| 31 |
Implicit Instruction of Direct and Indirect Object Pronouns in Spanish through Technology-Mediated Task-Based Language Teaching
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| 32 |
From Disrupted Classrooms to Human-Machine Collaboration? The Pocket Calculator, Google Translate, and the Future of Language Education
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In: L2 Journal, vol 14, iss 1 (2022)
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| 33 |
Do You Speak Translate?: Reflections on the Nature and Role of Translation
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In: L2 Journal, vol 14, iss 1 (2022)
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| 34 |
Current Practices in Translation and L2 Learning in Higher Education: Lessons Learned
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In: L2 Journal, vol 14, iss 2 (2022)
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| 35 |
Math Attitudes and Achievement: The Moderating Role of Perceived Same-Ethnic Representation in Math Class
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| 36 |
A Comparative Study of Mathematics Classroom Practices in Chile, Colombia, and Mexico
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| 37 |
What’s Wrong with “What is your name?” > “Quel est votre nom?”:Teaching Responsible Use of MT through Discursive Competence and Metalanguage Awareness
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In: L2 Journal, vol 14, iss 1 (2022)
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| 38 |
Still I Aspire: Graduate Degree Aspirations for Community College Transfer Students of Color
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| 39 |
Le français au Maghreb et au Moyen Orient. Contextes, histoires, pratiques, recherches
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In: https://hal.archives-ouvertes.fr/hal-03560167 ; 2022 (2022)
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| 40 |
“Dawning the Word”, language politics for life ; “Amanecer la palabra”, políticas lingüísticas para la vida
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In: ISSN: 2145-5082 ; Revista Mundo Amazonico ; https://hal.archives-ouvertes.fr/hal-03580959 ; Revista Mundo Amazonico, 2022, Regímenes de movilidad y presencia en la Amazonía urbana, 13 (1) ; https://revistas.unal.edu.co/index.php/imanimundo/article/view/88495 (2022)
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