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Executive Guide

Research Summary: Lab-Tec@Home and perceived complex thinking: gender-related patterns among engineering students

Original authors
Attribution requires verification
Original source
Frontiers in Education
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
28 August 2026
Last updated
22 September 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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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

Citation

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Verification ID
ASA-EXG-2026-00627
Version
v1.0 · r0
Issued
28 August 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Lab-Tec@Home and perceived complex thinking: gender-related patterns among engineering students
Original authors
Attribution requires verification
Original source
Frontiers in Education
Provenance status
Attribution requires verification
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