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Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula

Despite iterative learning design being increasingly implemented, such approaches are often delineated by well-defined periods of design/implementation. However, second-order cybernetics, which suggests a participatory approach to learning design, involves responsively adapting learning environments...

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Detalles Bibliográficos
Autores principales: Tilak, Shantanu, Evans, Marvin, Wen, Ziye, Glassman, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9702856/
https://www.ncbi.nlm.nih.gov/pubmed/36466296
http://dx.doi.org/10.1007/s11213-022-09625-9
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author Tilak, Shantanu
Evans, Marvin
Wen, Ziye
Glassman, Michael
author_facet Tilak, Shantanu
Evans, Marvin
Wen, Ziye
Glassman, Michael
author_sort Tilak, Shantanu
collection PubMed
description Despite iterative learning design being increasingly implemented, such approaches are often delineated by well-defined periods of design/implementation. However, second-order cybernetics, which suggests a participatory approach to learning design, involves responsively adapting learning environments to meet students’ needs, treating them as agentic participants in the classroom. In our mixed methods study, we investigate whether such a process can facilitate egalitarian participation and collaborative interactions in a technology-assisted classroom. We use the example of a graduate psychology class of 17 students and suggest that adaptation of live-chat activities by a participant observer on the Reddit social media platform that supplemented the in-person lecture dynamically, using a network analysis and qualitative ethnography as a modelling facility mimicked the ongoing feedback loops of social media platforms, enabling students to use social media with a critical eye, and engage in productive collaboration. Our quantitative results present network graphs for weekly eigen centrality to understand the egalitarian nature of the network, and transitivity to understand the likelihood for collaboration between more than two agents. Our qualitative results elaborate selected Reddit posts, and weekly field notes to explain how redesigning the chat weekly helped augment lecture-based discussion with the instructor and critique of student presentations, spurring egalitarian participation through a space-place dialectic. Students also provided end-semester feedback that was analyzed using inductive coding, to design future courseware.
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spelling pubmed-97028562022-11-28 Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula Tilak, Shantanu Evans, Marvin Wen, Ziye Glassman, Michael Syst Pract Action Res Original Research Despite iterative learning design being increasingly implemented, such approaches are often delineated by well-defined periods of design/implementation. However, second-order cybernetics, which suggests a participatory approach to learning design, involves responsively adapting learning environments to meet students’ needs, treating them as agentic participants in the classroom. In our mixed methods study, we investigate whether such a process can facilitate egalitarian participation and collaborative interactions in a technology-assisted classroom. We use the example of a graduate psychology class of 17 students and suggest that adaptation of live-chat activities by a participant observer on the Reddit social media platform that supplemented the in-person lecture dynamically, using a network analysis and qualitative ethnography as a modelling facility mimicked the ongoing feedback loops of social media platforms, enabling students to use social media with a critical eye, and engage in productive collaboration. Our quantitative results present network graphs for weekly eigen centrality to understand the egalitarian nature of the network, and transitivity to understand the likelihood for collaboration between more than two agents. Our qualitative results elaborate selected Reddit posts, and weekly field notes to explain how redesigning the chat weekly helped augment lecture-based discussion with the instructor and critique of student presentations, spurring egalitarian participation through a space-place dialectic. Students also provided end-semester feedback that was analyzed using inductive coding, to design future courseware. Springer US 2022-11-25 /pmc/articles/PMC9702856/ /pubmed/36466296 http://dx.doi.org/10.1007/s11213-022-09625-9 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Research
Tilak, Shantanu
Evans, Marvin
Wen, Ziye
Glassman, Michael
Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title_full Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title_fullStr Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title_full_unstemmed Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title_short Social Network Analysis as a Cybernetic Modelling Facility for Participatory Design in Technology-Supported College Curricula
title_sort social network analysis as a cybernetic modelling facility for participatory design in technology-supported college curricula
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9702856/
https://www.ncbi.nlm.nih.gov/pubmed/36466296
http://dx.doi.org/10.1007/s11213-022-09625-9
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