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Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach
Schema acquisition processes comprise an essential source of cognitive demands in learning situations. To shed light on related mechanisms and influencing factors, this study applied a continuous multi-measure approach for cognitive load assessment. In a dual-task setting, a sample of 123 student pa...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286294/ https://www.ncbi.nlm.nih.gov/pubmed/30535538 http://dx.doi.org/10.1186/s41235-018-0138-z |
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author | Wirzberger, Maria Herms, Robert Esmaeili Bijarsari, Shirin Eibl, Maximilian Rey, Günter Daniel |
author_facet | Wirzberger, Maria Herms, Robert Esmaeili Bijarsari, Shirin Eibl, Maximilian Rey, Günter Daniel |
author_sort | Wirzberger, Maria |
collection | PubMed |
description | Schema acquisition processes comprise an essential source of cognitive demands in learning situations. To shed light on related mechanisms and influencing factors, this study applied a continuous multi-measure approach for cognitive load assessment. In a dual-task setting, a sample of 123 student participants learned visually presented symbol combinations with one of two levels of complexity while memorizing auditorily presented number sequences. Learners’ cognitive load during the learning task was addressed by secondary task performance, prosodic speech parameters (pauses, articulation rate), and physiological markers (heart rate, skin conductance response). While results revealed increasing primary and secondary task performance over the trials, decreases in speech and physiological parameters indicated a reduction in the overall level of cognitive load with task progression. In addition, the robustness of the acquired schemata was confirmed by a transfer task that required participants to apply the obtained symbol combinations. Taken together, the observed pattern of evidence supports the idea of a logarithmically decreasing progression of cognitive load with increasing schema acquisition, and further hints on robust and stable transfer performance, even under enhanced transfer demands. Finally, theoretical and practical consequences consider evidence on desirable difficulties in learning as well as the potential of multimodal cognitive load detection in learning applications. |
format | Online Article Text |
id | pubmed-6286294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-62862942018-12-26 Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach Wirzberger, Maria Herms, Robert Esmaeili Bijarsari, Shirin Eibl, Maximilian Rey, Günter Daniel Cogn Res Princ Implic Original Article Schema acquisition processes comprise an essential source of cognitive demands in learning situations. To shed light on related mechanisms and influencing factors, this study applied a continuous multi-measure approach for cognitive load assessment. In a dual-task setting, a sample of 123 student participants learned visually presented symbol combinations with one of two levels of complexity while memorizing auditorily presented number sequences. Learners’ cognitive load during the learning task was addressed by secondary task performance, prosodic speech parameters (pauses, articulation rate), and physiological markers (heart rate, skin conductance response). While results revealed increasing primary and secondary task performance over the trials, decreases in speech and physiological parameters indicated a reduction in the overall level of cognitive load with task progression. In addition, the robustness of the acquired schemata was confirmed by a transfer task that required participants to apply the obtained symbol combinations. Taken together, the observed pattern of evidence supports the idea of a logarithmically decreasing progression of cognitive load with increasing schema acquisition, and further hints on robust and stable transfer performance, even under enhanced transfer demands. Finally, theoretical and practical consequences consider evidence on desirable difficulties in learning as well as the potential of multimodal cognitive load detection in learning applications. Springer International Publishing 2018-12-07 /pmc/articles/PMC6286294/ /pubmed/30535538 http://dx.doi.org/10.1186/s41235-018-0138-z Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Article Wirzberger, Maria Herms, Robert Esmaeili Bijarsari, Shirin Eibl, Maximilian Rey, Günter Daniel Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title | Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title_full | Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title_fullStr | Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title_full_unstemmed | Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title_short | Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach |
title_sort | schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: a continuous multi-measure approach |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286294/ https://www.ncbi.nlm.nih.gov/pubmed/30535538 http://dx.doi.org/10.1186/s41235-018-0138-z |
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