Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events

Courses such as process automation (PA) can be difficult to grasp, even for engineering students. In addition to the inherent challenge of relating abstractions to real-life situations, we found that our students could not grasp basic concepts. After 5 years of work, we improved our students' p...

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Main Author: Ricardo Zavala-Yoé
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Education
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feduc.2025.1568618/full
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author Ricardo Zavala-Yoé
author_facet Ricardo Zavala-Yoé
author_sort Ricardo Zavala-Yoé
collection DOAJ
description Courses such as process automation (PA) can be difficult to grasp, even for engineering students. In addition to the inherent challenge of relating abstractions to real-life situations, we found that our students could not grasp basic concepts. After 5 years of work, we improved our students' performance in these fields. The solution involved redefining the course topics and closely monitoring their learning from the beginning of the course. The approach was enhanced with the support of specialized software and modifications to traditional active learning (AL) methods. Additionally, remote-mode AL was enabled by our institution in response to the 2017 earthquake and the 2019 pandemic. We investigated the difference δ = F−X between projects grades F and exams X via their medians. First, a test was applied to see whether the medians of δ were significantly different from 0. This result was true at 5% of level in 9 out of 12 classes, indicating improvement via F. Later, key groups 2015, 2017 and 2020 were similarly contrasted. Significant differences to zero were appreciated in groups 2015 vs. 2017, 2015 vs. 2020 (progress) but not in 2017 vs. 2020 may be due to those terrible events. Our novelty resulted statistically significant.
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spelling doaj-art-75b6a792240c423b96f0e2910a4e19522025-08-20T03:47:13ZengFrontiers Media S.A.Frontiers in Education2504-284X2025-08-011010.3389/feduc.2025.15686181568618Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous eventsRicardo Zavala-YoéCourses such as process automation (PA) can be difficult to grasp, even for engineering students. In addition to the inherent challenge of relating abstractions to real-life situations, we found that our students could not grasp basic concepts. After 5 years of work, we improved our students' performance in these fields. The solution involved redefining the course topics and closely monitoring their learning from the beginning of the course. The approach was enhanced with the support of specialized software and modifications to traditional active learning (AL) methods. Additionally, remote-mode AL was enabled by our institution in response to the 2017 earthquake and the 2019 pandemic. We investigated the difference δ = F−X between projects grades F and exams X via their medians. First, a test was applied to see whether the medians of δ were significantly different from 0. This result was true at 5% of level in 9 out of 12 classes, indicating improvement via F. Later, key groups 2015, 2017 and 2020 were similarly contrasted. Significant differences to zero were appreciated in groups 2015 vs. 2017, 2015 vs. 2020 (progress) but not in 2017 vs. 2020 may be due to those terrible events. Our novelty resulted statistically significant.https://www.frontiersin.org/articles/10.3389/feduc.2025.1568618/fullprocess control teachingactive learningbiotechnology teachingspecialized softwareprocess automation teaching
spellingShingle Ricardo Zavala-Yoé
Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
Frontiers in Education
process control teaching
active learning
biotechnology teaching
specialized software
process automation teaching
title Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
title_full Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
title_fullStr Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
title_full_unstemmed Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
title_short Process automation in biotechnology engineering: reshaping and assessing active learning during disastrous events
title_sort process automation in biotechnology engineering reshaping and assessing active learning during disastrous events
topic process control teaching
active learning
biotechnology teaching
specialized software
process automation teaching
url https://www.frontiersin.org/articles/10.3389/feduc.2025.1568618/full
work_keys_str_mv AT ricardozavalayoe processautomationinbiotechnologyengineeringreshapingandassessingactivelearningduringdisastrousevents