Knowledge Resource
Research Summary: Proteus-based circuit simulation and differentiated learning in vocational electronics education: a quasi-experimental study to overcome laboratory infrastructure limitations in vocational high schools
- 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
- 9 September 2026
- Last updated
- 7 October 2026
- Reading time
- 1 min
- Publication type
- Knowledge Resource
- 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 quasi-experimental study in Indonesian vocational high schools explored the effectiveness of integrating Proteus circuit simulation software with differentiated learning to address limitations in laboratory infrastructure for electronics education. The research aimed to improve students' cognitive achievement in electrical and electronics fundamentals, finding a positive impact from this pedagogical approach.
Why it matters
Addressing infrastructure limitations in technical education through innovative pedagogical and technological integration is critical for developing skilled workforces. This approach can enhance cognitive achievement, potentially leading to improved educational outcomes and better prepared graduates for technical fields, even in resource-constrained environments.
Key insights
- Vocational high schools (SMK) in Indonesia face a significant gap between electronics curriculum requirements and existing laboratory infrastructure, hindering students' understanding of abstract electrical concepts.
- The study employed a quasi-experimental, nonequivalent control-group pretest-posttest design.
- Sixty-two students from an Electronics Engineering Program at a Central Java vocational high school participated.
- The experimental group (n=31) received Proteus simulation-based learning integrated with a differentiated learning process strategy.
- The research investigated the impact of this approach on students' cognitive achievement in Fundamentals of Electricity and Electronics.
Source
Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1878824
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- Verification ID
- ASA-EXE-2026-00318
- Version
- v1.0 · r0
- Issued
- 9 September 2026
- Resource prepared by
- Aziz Shuaib Ausi
- Resource status
- Research Summary / Knowledge Resource
- Underlying work
- Proteus-based circuit simulation and differentiated learning in vocational electronics education: a quasi-experimental study to overcome laboratory infrastructure limitations in vocational high schools
- 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.