Title :
Validation of a Haptic-Based Simulation to Test Complex Figure Reproduction Capability
Author :
Yingjie Li ; Clamann, Michael ; Kaber, David B.
Author_Institution :
North Carolina State Univ., Raleigh, NC, USA
Abstract :
The objective of this research was to develop a new computer-based system for psychomotor skill assessment. The focus was on the simulation of the Rey-Osterrieth Complex Figure (ROCF) reproduction test incorporating a haptic interface. Various system functions were created to support customized testing protocols that are based on specific user requirements, facilitate semiautomated scoring of tests, and produce quantitative test output. Advanced technologies of pattern recognition were reviewed and adapted for the system development. This approach yielded an application for recording freehand drawings and recognizing and normalizing drawing strokes for semiautomated scoring according to a standard. The new simulator system was validated by comparison with traditional paper-based tests in which participants were asked to use their nondominant hand to simulate a minor motor impairment. Results demonstrated the simulator to be sensitive to functional differences between dominant and nondominant hand use. The computerized scoring software also appeared to be valid for generating ROCF scores, which were consistent with manual scores determined by a trained rater for the same drawing stimuli.
Keywords :
haptic interfaces; neurophysiology; pattern recognition; psychometric testing; ROCF reproduction test; ROCF scores; Rey-Osterrieth complex figure reproduction test; advanced technology; complex figure reproduction capability; computer-based system; computerized scoring software; customized testing protocols; drawing strokes; freehand drawings; functional differences; haptic interface; haptic-based simulation; minor motor impairment; nondominant hand use; paper-based tests; pattern recognition; psychomotor skill assessment; quantitative test output; semiautomated scoring; simulator system; system development; user requirements; Accuracy; Computational modeling; Haptic interfaces; Neuropsychology; Psychology; Simulation; Computer simulation; Rey–Osterrieth complex figure; haptic interfaces; neuropsychological assessment;
Journal_Title :
Human-Machine Systems, IEEE Transactions on
DOI :
10.1109/TSMC.2013.2287341