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Related Experiment Video

Updated: Jan 2, 2026

A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills
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Developing an intelligent activity-based client-centred training system with a user-centred approach.

Els Knippenberg1,2, Lode Van Hout3, Wout Smeets2

  • 1Innovation in Care, Centre of Expertise, PXL University College, 3500 Hasselt, Belgium.

Technology and Health Care : Official Journal of the European Society for Engineering and Medicine
|December 5, 2019
PubMed
Summary

A new intelligent activity-based client-centered training (i-ACT) system using Microsoft Kinect® shows promise in neurorehabilitation. Clients and therapists found the i-ACT system valuable, useful, and credible for enhancing motivation and individualizing exercise programs.

Keywords:
Client-centredKinect®rehabilitationtask-orientedtechnology

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Area of Science:

  • Neurorehabilitation
  • Human-Computer Interaction
  • Assistive Technology

Background:

  • Clinicians seek cost-effective, client-centered, task-oriented applications for neurorehabilitation.
  • Increasing client motivation and reducing therapist burden are key goals.

Purpose of the Study:

  • To develop and evaluate a prototype of an intelligent activity-based client-centered training (i-ACT) system.
  • The system is based on Microsoft Kinect® technology.

Main Methods:

  • An iterative, user-centered design process was employed to develop the i-ACT prototype.
  • Features were tailored for neurological settings, followed by a high-fidelity prototype test trial.
  • Value, usefulness, and credibility were evaluated through user feedback.

Main Results:

  • Seven therapists and 54 individuals with neurological conditions participated.
  • Clients and therapists acknowledged the value and usefulness of i-ACT (clients 5.71/7; therapists 4.86/7).
  • Credibility ratings were also high (clients 21.00/27; therapists 14.50/27).

Conclusions:

  • Therapists desire systems that record diverse movements for individualized exercise programs.
  • Feedback on movement quality, not just results, is crucial for therapists.
  • Future clinical trials will assess the feasibility and effectiveness of i-ACT in neurorehabilitation and other domains.