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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.

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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

Citation

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Verification

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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.

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