Adaptive Hint Timing for Beginner Coding Tutorials: A Bounded Default to Test

Adaptive hint timing cuts perceived cognitive load by about 20% without lowering completion or post-test success when bounded by a 90-second fallback. Independent technical note mirroring the canonical version: https://aitutorialmaker.com/blog/adaptive-hint-timing-for-beginner-coding-tutorials-a-bounded-default-to-test.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23887596
Primary Topic
Teaching and Learning Programming
Type
preprint
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preprint

Adaptive Hint Timing for Beginner Coding Tutorials: A Bounded Default to Test

Ethan Price
1 links
Zenodo (CERN European Organization for Nuclear Research)
Teaching and Learning Programming
preprint

Adaptive Hint Timing for Beginner Coding Tutorials: A Bounded Default to Test

Ethan Price
preprint en

Abstract

Adaptive hint timing cuts perceived cognitive load by about 20% without lowering completion or post-test success when bounded by a 90-second fallback. Independent technical note mirroring the canonical version: https://aitutorialmaker.com/blog/adaptive-hint-timing-for-beginner-coding-tutorials-a-bounded-default-to-test.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Teaching and Learning Programming
DOIOpen Access PDFOpenAlex
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Adaptive Hint Timing for Beginner Coding Tutorials: A Bounded Default to Test — Ethan Price · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS