Adaptive Sequencing Algorithms in Commercial Platforms: A Benchmark of Transparency and Reproducibility
DOI:
https://doi.org/10.5281/zenodo.22694104Keywords:
Adaptive Sequencing Algorithms in Commercial Platforms; Educational technology; E-learning; Evidence synthesis; Research methodologyAbstract
There is real interest in adaptive sequencing algorithms in commercial platforms right now, and real uncertainty about exactly
where it delivers the most value. We pull together the current evidence for adaptive sequencing algorithms in commercial
platforms, covering the methodological, practical, regulatory and cost angles, with an eye on where practice has genuinely settled
and where researchers and reviewers are still largely working it out for themselves. Selective, context-specific pursuit looks better
supported by the evidence gathered here than either broad rollout or blanket avoidance.
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