A metric for characterizing the arm nonuse workspace in poststroke individuals using a robot arm
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Abstract (arXiv)
An over-reliance on the less-affected limb for functional tasks at the expense of the paretic limb and in spite of recovered capacity is an often-observed phenomenon in survivors of hemispheric stroke. The difference between capacity for use and actual spontaneous use is referred to as arm nonuse. Obtaining an ecologically valid evaluation of arm nonuse is challenging because it requires the observation of spontaneous arm choice for different tasks, which can easily be influenced by instructions, presumed expectations, and awareness that one is being tested. To better quantify arm nonuse, we developed the Bimanual Arm Reaching Test with a Robot (BARTR) for quantitatively assessing arm nonuse in chronic stroke survivors. The BARTR is an instrument that utilizes a robot arm as a means of remote and unbiased data collection of nuanced spatial data for clinical evaluations of arm nonuse. This approach shows promise for determining the efficacy of interventions designed to reduce paretic arm nonuse and enhance functional recovery after stroke. We show that the BARTR satisfies the criteria of an appropriate metric for neurorehabilitative contexts: it is valid, reliable, and simple to use.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Jan 2024.
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Citing papers per year: 2024: 2; 2025: 1.
3 papers.
- 2024Improving User Experience in Preference-Based Optimization of Reward Functions for Assistive Robotscited by 1
- 2024Using Causal Trees to Estimate Personalized Task Difficulty in Post-Stroke Individualscited by 0
- 2025Modeling Personalized Difficulty of Rehabilitation Exercises Using Causal Treescited by 0
- 2025Modeling Personalized Difficulty of Rehabilitation Exercises Using Causal Trees7 May 2025
- 2024Improving User Experience in Preference-Based Optimization of Reward Functions for Assistive Robots17 Nov 2024
- 2024Using Causal Trees to Estimate Personalized Task Difficulty in Post-Stroke Individuals6 Mar 2024