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June 4, 2026F1000ResearchOpen Access

Emerging Technologies in Higher Education Course Development: A Systematic Review of Design Frameworks, Learning Outcomes, and Pedagogical Integration

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Authors

LWLemecha Geleto WariyoREACH ETHIOPIAAAAddise AbameREACH ETHIOPIAALAbebe LolamoREACH ETHIOPIA

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Implication

Systematic review examines technology's impact on student outcomes in higher education, highlighting key enablers and barriers.

Key Points

  • This review aims to explore the effects of technology on course design and student learning outcomes in higher education.
  • Utilized PRISMA 2020 procedure to conduct a systematic review of 76 peer-reviewed empirical studies from 1996 to 2025.
  • Implemented a mixed-method narrative and quantitative synthesis with statistical effect estimates (Cohen’s d).
  • Technology-involved instruction showed moderate-to-high effects on learning outcomes (d = 0.65-0.74) with integration of instructional design models.
  • Deep learning model with embedded AI and mixed reality reported the highest effect size (d = 1.30).
  • Immersive technologies led to the strongest effects on learning and engagement (g = 0.98).

Cite This Study

Wariyo et al. (2026) studied this question.

synapsesocial.com/papers/6a21164cd499ed480b16f2f5https://doi.org/10.12688/f1000research.179684.2
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