Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism
Relational interlinked dependencies between concepts constitute the structure of abstract knowledge and are crucial in learning conceptual knowledge and the meaning of concepts. To explore pre-service teachers’ declarative knowledge of physics concepts, we have analyzed concept networks, w...
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-01-01
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| Series: | Education Sciences |
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| Online Access: | https://www.mdpi.com/2227-7102/9/1/18 |
| _version_ | 1818040890002767872 |
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| author | Ismo T. Koponen Maija Nousiainen |
| author_facet | Ismo T. Koponen Maija Nousiainen |
| author_sort | Ismo T. Koponen |
| collection | DOAJ |
| description | Relational interlinked dependencies between concepts constitute the structure of abstract knowledge and are crucial in learning conceptual knowledge and the meaning of concepts. To explore pre-service teachers’ declarative knowledge of physics concepts, we have analyzed concept networks, which agglomerate 12 pre-service teacher students’ representations of the key elements in electricity and magnetism. We show that by using network-based methods, the interlinked connections of nodes, locally and globally, can be analyzed to reveal how different elements of the network are supported through their connections to other nodes in the network. Nodes with high global connectivity initialize contiguous concept patchworks within the network and are thus most often found to be abstract, general, and advanced concepts. Locally cohesive concepts, on the other hand, are nearly always auxiliary supporting concepts, related to specific textbook-type experiments and model-type conceptional elements. Comparisons of group-level knowledge and individual pre-service teacher students’ knowledge in the form of networks shows that while in group-level the aggregated knowledge is expert-like, at the individual level pre-service teacher students possess only a fraction of that knowledge. |
| first_indexed | 2024-12-10T08:21:42Z |
| format | Article |
| id | doaj.art-d9980aef7b274d7999a6c882689e7437 |
| institution | Directory Open Access Journal |
| issn | 2227-7102 |
| language | English |
| last_indexed | 2024-12-10T08:21:42Z |
| publishDate | 2019-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Education Sciences |
| spelling | doaj.art-d9980aef7b274d7999a6c882689e74372022-12-22T01:56:20ZengMDPI AGEducation Sciences2227-71022019-01-01911810.3390/educsci9010018educsci9010018Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and MagnetismIsmo T. Koponen0Maija Nousiainen1Department of Physics, University of Helsinki, Helsinki 01051, FinlandDepartment of Physics, University of Helsinki, Helsinki 01051, FinlandRelational interlinked dependencies between concepts constitute the structure of abstract knowledge and are crucial in learning conceptual knowledge and the meaning of concepts. To explore pre-service teachers’ declarative knowledge of physics concepts, we have analyzed concept networks, which agglomerate 12 pre-service teacher students’ representations of the key elements in electricity and magnetism. We show that by using network-based methods, the interlinked connections of nodes, locally and globally, can be analyzed to reveal how different elements of the network are supported through their connections to other nodes in the network. Nodes with high global connectivity initialize contiguous concept patchworks within the network and are thus most often found to be abstract, general, and advanced concepts. Locally cohesive concepts, on the other hand, are nearly always auxiliary supporting concepts, related to specific textbook-type experiments and model-type conceptional elements. Comparisons of group-level knowledge and individual pre-service teacher students’ knowledge in the form of networks shows that while in group-level the aggregated knowledge is expert-like, at the individual level pre-service teacher students possess only a fraction of that knowledge.https://www.mdpi.com/2227-7102/9/1/18concept networksrelational knowledgepre-service teacher educationnetwork methodsconnectivitycohesion |
| spellingShingle | Ismo T. Koponen Maija Nousiainen Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism Education Sciences concept networks relational knowledge pre-service teacher education network methods connectivity cohesion |
| title | Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism |
| title_full | Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism |
| title_fullStr | Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism |
| title_full_unstemmed | Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism |
| title_short | Pre-Service Teachers’ Knowledge of Relational Structure of Physics Concepts: Finding Key Concepts of Electricity and Magnetism |
| title_sort | pre service teachers knowledge of relational structure of physics concepts finding key concepts of electricity and magnetism |
| topic | concept networks relational knowledge pre-service teacher education network methods connectivity cohesion |
| url | https://www.mdpi.com/2227-7102/9/1/18 |
| work_keys_str_mv | AT ismotkoponen preserviceteachersknowledgeofrelationalstructureofphysicsconceptsfindingkeyconceptsofelectricityandmagnetism AT maijanousiainen preserviceteachersknowledgeofrelationalstructureofphysicsconceptsfindingkeyconceptsofelectricityandmagnetism |