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Rest gain did not reduce prediction error for next day speed in 14 adults under strict sequence rules

We tested early speed gains across short rests in OpenNeuro ds006502, version 1.0.0. Adults repeatedly entered sequence 41324 with the left hand. Strict sequence and endpoint rules kept 14 of 31 adults. The model adjusted for end speed. The rest gain slope was -0.535, with a 95% participant bootstrap interval from -1.272 to 0.297. Prediction error was 0.813 key presses per second with end speed alone and 0.816 with the rest score. Each prediction omitted the person from model training. A planned parser check kept 18 adults and gave a small error decrease. These uncertain results do not prove no association or no learning benefit from rest. The package has all 143 source task event tables, their descriptions, fixed URLs, hashes, code, a saved plan, results, and figures. A new download reproduced all 16 result files with identical bytes on the same computer with the same software.

motor learning · skill learning · rest gains · sequence learning · prediction error · motor behavior · OpenNeuro

Admitted 3 citing publications

References

4
  1. doi:10.1016/j.cub.2019.02.049
  2. doi:10.1073/pnas.2509233122
  3. doi:10.7554/eLife.102475.4
  4. usesdoi:10.18112/openneuro.ds006502.v1.0.0

    The analysis uses behavioral event times from OpenNeuro ds006502 v1.0.0, retrieved from the recorded source commit and verified against the saved file hashes.

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