Executive Guide
Lab-Tec@Home and perceived complex thinking: gender-related patterns among engineering students
- Author
- Aziz Shuaib Ausi
- Published
- 28 August 2026
- Reading time
- 1 min
- Publication type
- Executive Guide
- Availability
- Open access
Executive Summary
A study on engineering students' self-perceived complex thinking after participating in the Lab-Tec@Home program indicates changes in students' perception of their systemic, scientific, critical, and innovative thinking. This program utilizes low-cost control-engineering kits with MATLAB/Simulink® for remote hands-on experimentation. The research specifically investigated gender-related patterns in these changes among undergraduate Mechatronics Engineering students.
A study on engineering students' self-perceived complex thinking after participating in the Lab-Tec@Home program indicates changes in students' perception of their systemic, scientific, critical, and innovative thinking. This program utilizes low-cost control-engineering kits with MATLAB/Simulink® for remote hands-on experimentation. The research specifically investigated gender-related patterns in these changes among undergraduate Mechatronics Engineering students.
Why it matters
This research provides insights into the effectiveness of remote, hands-on learning interventions in developing critical skills like complex thinking among students. Understanding gender-related patterns in skill development can inform equitable educational strategies and talent pipeline development in technical fields. It highlights the potential for technology-enabled learning to enhance educational outcomes and address accessibility challenges.
Key insights
- Lab-Tec@Home is an educational intervention using low-cost control-engineering kits and MATLAB/Simulink® for remote hands-on experimentation.
- The study assessed changes in students' self-perceived complex thinking, defined as a macro-competency encompassing systemic, scientific, critical, and innovative thinking.
- 121 undergraduate Mechatronics Engineering students participated in the study.
- The eComplexity instrument was used for pre- and post-intervention assessment.
- The analysis included descriptive statistics, paired-samples tests, comparisons of change scores between gender groups, and linear regression models.
Source
Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1934434
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Cite this publication (APA 7)
Aziz Shuaib Ausi (2026). Lab-Tec@Home and perceived complex thinking: gender-related patterns among engineering students. Executive Guide. Aziz Shuaib Ausi. https://www.azizshuaib.com/verify/ASA-EXG-2026-00627
Verification
This is an authenticated institutional record.
- Verification ID
- ASA-EXG-2026-00627
- Version
- v1.0 · r0
- Issued
- 28 August 2026
- Publisher
- Aziz Shuaib Ausi
- Licence
- All rights reserved. Reproduction requires written permission.