Related Experiment Video
Updated: Aug 12, 2026

Cognitive Function and Upper Limb Rehabilitation Training Post-Stroke Using a Digital Occupational Training System
Published on: December 29, 2023
Training novice clinicians improves observation accuracy of the upper extremity after stroke
J Bernhardt1, P J Bate, T A Matyas
1National Stroke Research Institute, Austin & Repatriation Medical Centre, Heidelberg West, Victoria, Australia. JBernhardt@austin.unimelb.edu.au
Objectives:
To determine whether training influenced the accuracy of observational kinematic assessment (OKA) of hemiplegic upper extremity impairment and to elucidate the contribution of knowledge of results to learning.
Design:
Intervention study; before-after testing of OKA accuracy after training, using 2 trained groups (with knowledge of results, KR group; without, NKR group) and 1 control group with a 1-week retention test.
Setting:
Tertiary teaching.
Participants:
Fifty-one first-year physical therapy student volunteers acted as observers. They were ranked on pretest accuracy and then randomized into groups. A consecutive sample of 11 stroke patients and 4 nondisabled subjects acted as performers.
Interventions:
Performers were videotaped with 3 cameras and upper extremity kinematics derived using computer-assisted motion analysis. Training and test videotapes were generated. Training groups received video-based training of path indirectness accuracy on 4 occasions. The OKA accuracy of all observers' judgments of speed, jerkiness, and path indirectness were examined pretest and posttest.
Main Outcome Measure:
Accuracy reported as mean absolute error, which was calculated as difference between observers' judgments and criterion kinematic values.
Results:
The KR and NKR groups showed reduction in mean absolute error after training of 34.8% and 6.2%, respectively. Improvements were retained after a 1-week no intervention period. Transfer to trained, but not untrained kinematic parameters occurred. The control group did not change.
Conclusions:
OKA accuracy is susceptible to training and knowledge of results aids learning. However, training is task specific.

