Knowledge Resource · Open access
Research Summary: Modeling mathematics preservice teachers' intention to adopt blended learning for teaching and assessment in education 5.0: integrating self-efficacy, attitude, and innovation attributes
- 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
- 17 September 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 recent study investigated factors influencing mathematics preservice teachers' intention to adopt blended learning for teaching and assessment within the context of Education 5.0. The research aims to empirically bridge a knowledge gap regarding institutional, psychological, and innovation-related influences on technology adoption by future educators, particularly in developing countries. Key factors under examination include institutional training, self-efficacy, attitude, and innovation attributes.
Why it matters
This research is strategically important as it addresses the foundational elements of integrating advanced pedagogical methods into future educational practices. Understanding the drivers and barriers to blended learning adoption among preservice teachers is crucial for designing effective professional development programs and ensuring the successful implementation of Education 5.0 initiatives, which leverage technology for enhanced learning outcomes.
Key insights
- Blended learning is identified as a critical pedagogical approach for advancing Education 5.0.
- There is a noted lack of empirical evidence regarding factors influencing preservice mathematics teachers' blended learning adoption.
- The study specifically focuses on preservice mathematics teachers' intentions for both teaching and assessment.
- Factors under investigation include institutional training, self-efficacy, attitude, and innovation attributes.
- The research highlights a particular focus on the context of developing countries.
- The methodology involved a cross-sectional survey of 240 preservice mathematics teachers.
Source
Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1926606
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- Verification ID
- ASA-EXE-2026-00641
- Version
- v1.0 · r0
- Issued
- 17 September 2026
- Resource prepared by
- Aziz Shuaib Ausi
- Resource status
- Research Summary / Knowledge Resource
- Underlying work
- Modeling mathematics preservice teachers' intention to adopt blended learning for teaching and assessment in education 5.0: integrating self-efficacy, attitude, and innovation attributes
- 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.