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Task-Oriented Performance Evaluation for Assistive Robotic Manipulators: A Pilot Study.

Cheng-Shiu Chung1, Hongwu Wang, Matthew J Hannan

  • 1From the Human Engineering Research Laboratories, Department of Veterans Affairs (C-SC, HW, MJH, DD, ARK, RAC); and Department of Rehabilitation Science and Technology (C-SC, HW, DD, ARK, RAC) and College of General Studies (MJH), University of Pittsburgh, Pittsburgh, Pennsylvania.

American Journal of Physical Medicine & Rehabilitation
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Summary
This summary is machine-generated.

This study compared two assistive robotic manipulators (ARMs) user interfaces for individuals with upper-extremity impairments. Task-oriented performance evaluation tools (TO-PETs) showed promise in evaluating ARM performance and validity.

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Area of Science:

  • Rehabilitation Engineering
  • Human-Computer Interaction
  • Robotics

Background:

  • Assistive Robotic Manipulators (ARMs) offer potential for enhancing independence in individuals with upper-extremity impairments.
  • Evaluating the performance of different ARM user interfaces is crucial for optimizing their use.
  • Task-Oriented Performance Evaluation Tools (TO-PETs) are emerging as valuable instruments for assessing functional capabilities with assistive technologies.

Purpose of the Study:

  • To assess the performance of commercially available assistive robotic manipulators (ARMs) user interfaces.
  • To investigate the concurrent validity and sensitivity to change of task-oriented performance evaluation tools (TO-PETs) for ARMs.

Main Methods:

  • A randomized controlled study involved 10 power-wheelchair users with upper-extremity impairments.
  • Participants trained on two ARMs with distinct interfaces (keypad and joystick).
  • Performance evaluated using TO-PET, adapted Wolf Motor Function Test (WMFT-ARM), and other metrics like task completion time and perceived workload.

Main Results:

  • Statistical differences observed in ISO 9241-9 throughput between interfaces for single motion tasks and WMFT-ARM.
  • No significant differences in perceived workload or ease of use.
  • TO-PET demonstrated moderate to high correlation with WMFT-ARM and higher effect size (Cohen d).

Conclusions:

  • Preliminary comparison of two commercial ARMs and their user interfaces for novice users.
  • TO-PETs show potential for evaluating ARM performance and user capabilities.
  • Recommendations for ARM training and evaluation strategies were identified.