The review finds technology's impact depends mainly on pedagogical design, teaching accompaniment, and university policies¶
Claim · All claims
Evidence · 1 study · reviewr3·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? The review concludes the impact of educational technology depends mainly on pedagogical design, teaching accompaniment, and university policies rather than on the technology itself. → Casimiro Urcos CN 2026
Evidence¶
Casimiro Urcos CN 2026¶
Casimiro Urcos CN, Casimiro Urcos WH, Alberca Pintado NE, Ostos Miraval RM, Carrasco Muñoz MA, Piñas Rivera LC. (2026). Pedagogical Innovation in Digital Environments: A Systematic Review Focused on Higher Education. F1000Research 15:522. https://doi.org/10.12688/f1000research.176682.1
q2 · i? · review · r3
The review's synthesis result: across the 39 studies, the "impact of educational technology depends mainly on pedagogical design" plus teaching accompaniment and policies. This is the review's interpretive synthesis, with no effect sizes printed.
"The results suggest that the impact of educational technology depends mainly on pedagogical design, teaching accompaniment and university policies."
Discussion¶
Related Claims¶
- In the AI-focused subset, professional development and teacher accompaniment (35.0%) and instructional design and assessment (32.5%) are the predominant approaches, with pedagogical limitations the main barrier — a narrower finding that bears on this claim
- The educational value of GAI is contingent on pedagogical integration, not on the technology itself — possibly the same claim (merge candidate)
- Technology implementation in higher education depends on individual initiative rather than institutional systems, with governance structures rarely including those responsible for implementation — related
- Academic integrity, professional development, and equity concerns about AI span all surveyed units, though interpreted differently — related
- GenAI consolidates multiple core pedagogical functions within a single technological interface, a scaling effect qualitatively distinct from prior educational tools — related
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review |
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by process:wiki-ingest on 2026-10-31 |
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