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Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course

This study measured student engagement in real time through the use of skin biosensors, specifically galvanic skin response (GSR), in a large undergraduate lecture classroom. The study was conducted during an intervention in an introductory-level biology course (N = 420) in which one section of the...

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Autores principales: McNeal, Karen S., Zhong, Min, Soltis, Nick A., Doukopoulos, Lindsay, Johnson, Elijah T., Courtney, Stephanie, Alwan, Akilah, Porch, Mallory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Cell Biology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8693938/
https://www.ncbi.nlm.nih.gov/pubmed/33001773
http://dx.doi.org/10.1187/cbe.19-08-0158
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author McNeal, Karen S.
Zhong, Min
Soltis, Nick A.
Doukopoulos, Lindsay
Johnson, Elijah T.
Courtney, Stephanie
Alwan, Akilah
Porch, Mallory
author_facet McNeal, Karen S.
Zhong, Min
Soltis, Nick A.
Doukopoulos, Lindsay
Johnson, Elijah T.
Courtney, Stephanie
Alwan, Akilah
Porch, Mallory
author_sort McNeal, Karen S.
collection PubMed
description This study measured student engagement in real time through the use of skin biosensors, specifically galvanic skin response (GSR), in a large undergraduate lecture classroom. The study was conducted during an intervention in an introductory-level biology course (N = 420) in which one section of the course was taught with active-learning approaches and the other with traditional didactic teaching. GSR results were aligned and correlated with the Classroom Observation Protocol for Undergraduate STEM, or COPUS, and student self-reflections on their own engagement. Results showed that the active-learning section spent more time working in groups, resulting in GSR measures that trended higher and self-reported engagement, while showing indications of higher content learning gains compared with the traditional lecture section. Comparisons between COPUS scores and GSR readings indicate that engagement increased during group work and decreased during listening activities. Throughout a class period, GSR activity of the active-learning group showed increased trends compared with baseline measures, while the traditional lecture group showed decreased trends. Results indicate that GSR is a promising measure of real-time student engagement in the undergraduate classroom, bringing a new technique to discipline-based education researchers who aim to better measure student engagement; however, some limitations exist for broad-scale implementation.
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spelling pubmed-86939382022-01-03 Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course McNeal, Karen S. Zhong, Min Soltis, Nick A. Doukopoulos, Lindsay Johnson, Elijah T. Courtney, Stephanie Alwan, Akilah Porch, Mallory CBE Life Sci Educ Articles This study measured student engagement in real time through the use of skin biosensors, specifically galvanic skin response (GSR), in a large undergraduate lecture classroom. The study was conducted during an intervention in an introductory-level biology course (N = 420) in which one section of the course was taught with active-learning approaches and the other with traditional didactic teaching. GSR results were aligned and correlated with the Classroom Observation Protocol for Undergraduate STEM, or COPUS, and student self-reflections on their own engagement. Results showed that the active-learning section spent more time working in groups, resulting in GSR measures that trended higher and self-reported engagement, while showing indications of higher content learning gains compared with the traditional lecture section. Comparisons between COPUS scores and GSR readings indicate that engagement increased during group work and decreased during listening activities. Throughout a class period, GSR activity of the active-learning group showed increased trends compared with baseline measures, while the traditional lecture group showed decreased trends. Results indicate that GSR is a promising measure of real-time student engagement in the undergraduate classroom, bringing a new technique to discipline-based education researchers who aim to better measure student engagement; however, some limitations exist for broad-scale implementation. American Society for Cell Biology 2020 /pmc/articles/PMC8693938/ /pubmed/33001773 http://dx.doi.org/10.1187/cbe.19-08-0158 Text en © 2020 K. S. McNeal et al. CBE—Life Sciences Education © 2020 The American Society for Cell Biology. “ASCB®” and “The American Society for Cell Biology®” are registered trademarks of The American Society for Cell Biology. https://creativecommons.org/licenses/by-nc-sa/3.0/This article is distributed by The American Society for Cell Biology under license from the author(s). It is available to the public under an Attribution–Noncommercial–Share Alike 3.0 Unported Creative Commons License.
spellingShingle Articles
McNeal, Karen S.
Zhong, Min
Soltis, Nick A.
Doukopoulos, Lindsay
Johnson, Elijah T.
Courtney, Stephanie
Alwan, Akilah
Porch, Mallory
Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title_full Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title_fullStr Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title_full_unstemmed Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title_short Biosensors Show Promise as a Measure of Student Engagement in a Large Introductory Biology Course
title_sort biosensors show promise as a measure of student engagement in a large introductory biology course
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8693938/
https://www.ncbi.nlm.nih.gov/pubmed/33001773
http://dx.doi.org/10.1187/cbe.19-08-0158
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