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.
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
Related intelligence and resources
Previous
Developing creative reading skills through graphic organizers among Saudi EFL learners
Next
A study of the influence of family capital and educational choice willingness of county high school students in China
Transformative play: integrating outdoor adventure education and the NPI-cycle to facilitate transformative experience
Executive Guide
Cybersecurity Threat Delays Start of Classes at UT San Antonio
Executive Guide
Towards the determination of competencies of the commercial engineer in Chile
Executive Guide
From Atari to EVE Online: Building on 15 Years of AI Research in Games
Executive Guide
Bankrupt Saint Augustine’s Will Not Offer Fall Classes
Executive Guide
Cornell Hopes to Turn Cheating Into Teachable Moment
Executive Guide
Citation
Cite the original work (APA 7)
The original source is authoritative for this citation. Cite the source publication directly — this attribution is pending verification. Open the original source.
Verification
This is an authenticated AZIZ OS resource record.
- 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
- Rights
- Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.
This verification confirms the AZIZ OS resource record and its documented provenance. It does not establish authorship of the underlying external work.