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Random Practice Enhances Retention and Spatial Transfer in Force Field Adaptation.

Michael Herzog1, Anne Focke1, Philipp Maurus2

  • 1BioMotion Center, Karlsruhe Institute of Technology, Karlsruhe, Germany.

Frontiers in Human Neuroscience
|May 23, 2022
PubMed
Summary

The contextual-interference effect in motor adaptation shows random practice enhances short-term retention and spatial transfer more than blocked practice. State-space models help explain these findings in force field learning.

Keywords:
contextual-interference effectmotor adaptationmotor retentionreaching movementssensorimotor learningspatial generalizationstate-space model (SSM)variability of practice

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Area of Science:

  • Motor Learning and Control
  • Neuroscience
  • Robotics

Background:

  • The contextual-interference effect, well-studied in motor skill acquisition, remains underexplored in motor adaptation.
  • Understanding this effect is crucial for optimizing training protocols in rehabilitation and sports.

Purpose of the Study:

  • To investigate the presence of the contextual-interference effect in force field adaptation.
  • To examine its impact on motor retention and spatial transfer.
  • To model the observed phenomena using state-space models and the forgetting-and-reconstruction hypothesis.

Main Methods:

  • Thirty-two participants were assigned to either random or blocked practice schedules for reaching movements in a force field.
  • Motor retention and spatial transfer were assessed at 10 minutes and 24 hours post-practice.
  • Participant-specific 4-slow-1-fast state-space models were fitted to adaptation data.

Main Results:

  • The blocked group showed faster initial adaptation, but performance did not differ at practice conclusion.
  • The random group exhibited superior short-term (10 min) retention and interpolation transfer.
  • The random group also demonstrated better transfer to shifted targets at both 10 min and 24 h, though long-term retention showed no significant differences.

Conclusions:

  • The contextual-interference effect is partially evident in force field adaptation, influencing practice dynamics, short-term retention, and spatial transfer.
  • State-space models offer valuable insights into the mechanisms underlying the contextual-interference effect in this context.