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Designing a Clinical Education Tracking System: An Innovative Approach

In clinical education, there is a need for constant evaluation, assessment, and at times immediate feedback for students to recognize areas of success, learning, and areas for improvement. The clinical educator is expected to manage the number of student evaluations and assess their performance, reg...

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Detalles Bibliográficos
Autores principales: Alismail, Abdullah, Tabisula, Braden Michael, López, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8166258/
https://www.ncbi.nlm.nih.gov/pubmed/34079421
http://dx.doi.org/10.2147/AMEP.S312734
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author Alismail, Abdullah
Tabisula, Braden Michael
López, David
author_facet Alismail, Abdullah
Tabisula, Braden Michael
López, David
author_sort Alismail, Abdullah
collection PubMed
description In clinical education, there is a need for constant evaluation, assessment, and at times immediate feedback for students to recognize areas of success, learning, and areas for improvement. The clinical educator is expected to manage the number of student evaluations and assess their performance, regularly, as needed, and over time. This allows appropriate and timely formative, as well as summative feedback to students and the program. Clinical programs face challenges in finding innovative and efficient methods to track and manage this large volume of seemingly disparate needed and required data. Traditional solutions entail paper-based systems or a paid proprietary clinical tracking system. However, both of these options have their own unique challenges. This perspective article proposes an innovative approach of collecting data electronically via online forms, processing and storing data in cloud-based databases and providing appropriate visualizations for the end users (i.e., students and educators) to analyze and assess the information. Migrating data to be collected in this manner allows for the integration of business intelligence (BI) techniques that provide data mining and machine learning in various user needed methods. This article presents a perspective and an innovative guide for clinical educators on how to develop and design a system that leads to positive sentiments and immediate student feedback regarding their progress to improve student outcomes.
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spelling pubmed-81662582021-06-01 Designing a Clinical Education Tracking System: An Innovative Approach Alismail, Abdullah Tabisula, Braden Michael López, David Adv Med Educ Pract Perspectives In clinical education, there is a need for constant evaluation, assessment, and at times immediate feedback for students to recognize areas of success, learning, and areas for improvement. The clinical educator is expected to manage the number of student evaluations and assess their performance, regularly, as needed, and over time. This allows appropriate and timely formative, as well as summative feedback to students and the program. Clinical programs face challenges in finding innovative and efficient methods to track and manage this large volume of seemingly disparate needed and required data. Traditional solutions entail paper-based systems or a paid proprietary clinical tracking system. However, both of these options have their own unique challenges. This perspective article proposes an innovative approach of collecting data electronically via online forms, processing and storing data in cloud-based databases and providing appropriate visualizations for the end users (i.e., students and educators) to analyze and assess the information. Migrating data to be collected in this manner allows for the integration of business intelligence (BI) techniques that provide data mining and machine learning in various user needed methods. This article presents a perspective and an innovative guide for clinical educators on how to develop and design a system that leads to positive sentiments and immediate student feedback regarding their progress to improve student outcomes. Dove 2021-05-26 /pmc/articles/PMC8166258/ /pubmed/34079421 http://dx.doi.org/10.2147/AMEP.S312734 Text en © 2021 Alismail et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Perspectives
Alismail, Abdullah
Tabisula, Braden Michael
López, David
Designing a Clinical Education Tracking System: An Innovative Approach
title Designing a Clinical Education Tracking System: An Innovative Approach
title_full Designing a Clinical Education Tracking System: An Innovative Approach
title_fullStr Designing a Clinical Education Tracking System: An Innovative Approach
title_full_unstemmed Designing a Clinical Education Tracking System: An Innovative Approach
title_short Designing a Clinical Education Tracking System: An Innovative Approach
title_sort designing a clinical education tracking system: an innovative approach
topic Perspectives
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8166258/
https://www.ncbi.nlm.nih.gov/pubmed/34079421
http://dx.doi.org/10.2147/AMEP.S312734
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