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Why most definitions of modeling competence in science education fall short

Analyzing the relevance of volition for modeling

Dados Bibliográficos

ID21392723
AutoresRieke Ammoneit (0000-0003-1016-8336, Department of Biology Education Leibniz Institute for Science and Mathematics Education (IPN) Kiel Germany, autor correspondente), Maximilian Felix Göhner (0000-0003-4938-372X, Institute of Biology Freie Universität Berlin Germany), Tom Bielik (0000-0002-8227-5870, Faculty of Education Beit Berl College Kfar Sava Israel), Moritz Krell (0000-0003-2226-0383, Department of Biology Education Leibniz Institute for Science and Mathematics Education (IPN) Kiel Germany)
Ano2024
Volume108
Fascículo2
Páginas443-466
Data de publicação2024-03-01
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoScience Education (JOURNAL)
Identificadores do periódicoISSN: 0036-8326 • E-ISSN: 1098-237X
EditoraWiley (PUBLISHER • GB)
DOI10.1002/sce.21841
OpenAlexW4388688676
IdiomaEN
Citações recebidas4
Referências citadas61

Definitions of modeling competence in science education do not yet include noncognitive factors. However, noncognitive factors are central to competence and might thus substantially improve our understanding of modeling competence. In this article, we analyze volition during preservice science teachers' engagement with a black‐box modeling task and its relation to established aspects of modeling competence: metamodeling knowledge, modeling process, and modeling product. A cluster analysis of the occurrence of volition categories resulted in three clusters of volitional behavior. The clusters describe three different volition types: one action‐oriented type applying a self‐regulative strategy and two state‐oriented types applying self‐controlling strategies. Correlation analyses between clusters, volition categories and modeling process variables indicate benefits of the self‐regulative strategy

Cognitive psychology · Competence (human resources) · Volition (linguistics) · Educational Strategies and Epistemologies · Innovative Teaching and Learning Methods · Psychology · Science Education and Pedagogy · Social Psychology

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Obras citantes distintas4
Citações por ano4
Intervalo de citações2025 - 2026 (2)
Velocidade de citaçãocurrent
Altamente citadoNão
Tipos de citaçãoNeutras: 4
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