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Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations

The pandemic crisis has forced the development of teaching and evaluation activities exclusively online. In this context, the emergency remote teaching (ERT) process, which raised a multitude of problems for institutions, teachers, and students, led the authors to consider it important to design a m...

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Detalles Bibliográficos
Autores principales: Corbu, Emilia Corina, Edelhauser, Eduard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659671/
https://www.ncbi.nlm.nih.gov/pubmed/34884005
http://dx.doi.org/10.3390/s21237998
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author Corbu, Emilia Corina
Edelhauser, Eduard
author_facet Corbu, Emilia Corina
Edelhauser, Eduard
author_sort Corbu, Emilia Corina
collection PubMed
description The pandemic crisis has forced the development of teaching and evaluation activities exclusively online. In this context, the emergency remote teaching (ERT) process, which raised a multitude of problems for institutions, teachers, and students, led the authors to consider it important to design a model for evaluating teaching and evaluation processes. The study objective presented in this paper was to develop a model for the evaluation system called the learning analytics and evaluation model (LAEM). We also validated a software instrument we designed called the EvalMathI system, which is to be used in the evaluation system and was developed and tested during the pandemic. The optimization of the evaluation process was accomplished by including and integrating the dashboard model in a responsive panel. With the dashboard from EvalMathI, six online courses were monitored in the 2019/2020 and 2020/2021 academic years, and for each of the six monitored courses, the evaluation of the curricula was performed through the analyzed parameters by highlighting the percentage achieved by each course on various components, such as content, adaptability, skills, and involvement. In addition, after collecting the data through interview guides, the authors were able to determine the extent to which online education during the COVID 19 pandemic has influenced the educational process. Through the developed model, the authors also found software tools to solve some of the problems raised by teaching and evaluation in the ERT environment.
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spelling pubmed-86596712021-12-10 Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations Corbu, Emilia Corina Edelhauser, Eduard Sensors (Basel) Article The pandemic crisis has forced the development of teaching and evaluation activities exclusively online. In this context, the emergency remote teaching (ERT) process, which raised a multitude of problems for institutions, teachers, and students, led the authors to consider it important to design a model for evaluating teaching and evaluation processes. The study objective presented in this paper was to develop a model for the evaluation system called the learning analytics and evaluation model (LAEM). We also validated a software instrument we designed called the EvalMathI system, which is to be used in the evaluation system and was developed and tested during the pandemic. The optimization of the evaluation process was accomplished by including and integrating the dashboard model in a responsive panel. With the dashboard from EvalMathI, six online courses were monitored in the 2019/2020 and 2020/2021 academic years, and for each of the six monitored courses, the evaluation of the curricula was performed through the analyzed parameters by highlighting the percentage achieved by each course on various components, such as content, adaptability, skills, and involvement. In addition, after collecting the data through interview guides, the authors were able to determine the extent to which online education during the COVID 19 pandemic has influenced the educational process. Through the developed model, the authors also found software tools to solve some of the problems raised by teaching and evaluation in the ERT environment. MDPI 2021-11-30 /pmc/articles/PMC8659671/ /pubmed/34884005 http://dx.doi.org/10.3390/s21237998 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Corbu, Emilia Corina
Edelhauser, Eduard
Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title_full Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title_fullStr Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title_full_unstemmed Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title_short Responsive Dashboard as a Component of Learning Analytics System for Evaluation in Emergency Remote Teaching Situations
title_sort responsive dashboard as a component of learning analytics system for evaluation in emergency remote teaching situations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659671/
https://www.ncbi.nlm.nih.gov/pubmed/34884005
http://dx.doi.org/10.3390/s21237998
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