Addressing Arm Non-use by Encouraging Idle-time Activity During Early Recovery From Stroke

January 14, 2026 updated by: Marquette University
This project evaluates the feasibility of using custom wearable technology and associated procedures to increase activity of the more-involved upper extremity during the earliest stages of recovery from stroke by increasing the amount of therapeutic exercise during idle-time. The proposed research is relevant to public health because it takes steps to mitigate a significant problem in physical rehabilitation using low-cost technology to motivate and monitor idle-time exercise without adding significantly to clinician workloads. The project aligns with the NICHD / NCMRR Research Plan on Rehabilitation by exploiting a mobile health (mHealth) and sensor-based approach to promote health and wellness through participant-engaged, data-driven, individualized care.

Study Overview

Status

Completed

Conditions

Detailed Description

The experiments in this proposal will assess the functional utility and subjective patient experience using a personal exercise cueing system designed to reduce learned non-use of the hemiparetic arm in the days, and weeks immediately following stroke. Up to 36 stroke survivors will be asked to participate in 12 practice sessions each lasting approximately 90 minutes. Participants will be asked to perform simple exercises after receiving a vibration cue. In the first four sessions participants will tap the more-involved wrist; in the second four sessions they will passively move the more-involved elbow through a range of motion; in the final four sessions they will actively move the more-involved elbow through a range of motion.

Accelerometers in the wearable devices will monitor motion of the wrist during the exercise sessions. To verify functional utility of the system, the investigators will examine for differences in the duration of arm movement activity in the cued exercise sessions relative to uncued periods. After all the sessions are complete, subjective user experience will be assessed by asking participants to complete a series of surveys wherein they can provide information about their subjective experiences with the wearable device technology. To assess feasibility of long-term follow-up, the investigators will interview the participants two months later regarding how well they use the more-involved arm to perform daily activities. At this time, they will also be asked to wear the devices for two days to assess the ability to measure arm movement activity at follow-up.

Study Type

Interventional

Enrollment (Actual)

42

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

    • Wisconsin
      • Wauwatosa, Wisconsin, United States, 53226
        • Froedtert Memorial Hospital

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria (General): The goal of this feasibility clinical trial is to assess the functional utility and subjective patient experience using a personal exercise cueing system designed to reduce learned non-use of the hemiparetic arm in the days, and weeks immediately following stroke. We therefore restrict inclusion to stroke survivors in the inpatient rehabilitation unit of Froedtert Memorial Hospital (Milwaukee, WI). Thus, candidate subjects will undergo screening by Dr. McGuire and his team prior to inclusion in the study. Stroke survivors shall have:

  • had a unilateral stroke within the last 30 days;
  • ability to give informed consent and be able to follow two-stage instructions;
  • a broad range of motor impairment as assessed using the upper extremity portion of the Fugl-Meyer Motor Assessment (i.e., UE-FM score <= 50 out of a possible 66);
  • age ≥ 18 yr. of age.

Exclusion Criteria (General) include:

  • Inability of subjects to give informed consent or follow two-stage instructions;
  • concurrent illness or severe pain limiting the capacity to conform to study requirements.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Other
  • Allocation: N/A
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Survivors of stroke in early stages of recovery
The experiments in this proposal will assess the utility and subjective patient experience performing idle time exercise intervention designed to reduce learned non-use of the hemiparetic arm in the days, and weeks immediately following stroke. Exercise will be cued by wearable technology that provides vibrotactile cues similar to those provided by FitBit devices. Participants will be asked to perform simple exercises after receiving a vibration cue. In the first four sessions they will tap the more-involved wrist; in the second four sessions they will passively move the more-involved elbow through a range of motion; in the final four sessions they will actively move the more-involved elbow through a range of motion. Accelerometers in the wearable devices will monitor motion of the wrist during the exercise sessions. We will interview the participants two months later regarding how well they use the more-involved arm to perform daily activities.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Ratio of Average Activity Duration (RAAD)
Time Frame: During device use in an inpatient setting (about 1 to 3 weeks of use).
The RAAD assesses the amount of measured arm activity during cued exercise epochs compared to non-cued epochs. A RAAD value greater than 1.0 indicates that the amount of arm activity in response to Souvenir cues exceeded the amount of activity during non-cued periods of time.
During device use in an inpatient setting (about 1 to 3 weeks of use).
System Usability Scale
Time Frame: Two time points: After device use in an inpatient setting (after about 1 to 3 weeks of use); after device use in home settings (after 2 days of use).
The System Usability Scale (SUS) assesses the usability of the activity cueing system and monitoring system within the context of encouraging therapeutic arm activity. Scores are provided on a scale ranging from 1 to 100, with higher scores indicating greater perceived usability. Scores greater than 68 are generally considered to indicate "passable" usability.
Two time points: After device use in an inpatient setting (after about 1 to 3 weeks of use); after device use in home settings (after 2 days of use).
Intrinsic Motivation Inventory (IMI)
Time Frame: After device use in an inpatient setting (after about 1 to 3 weeks of use).

The IMI assesses subjective experience of motivation in response to the system's vibrotactile cues. IMI comprises 37 questions, with answers provided on a Likert scale (1-7).

IMI questions span 6 psychosocial dimensions:

  • interest/enjoyment; higher scores = more interest/enjoyment with cued activities
  • effort/importance; higher scores = more perceived importance and more effort put into performing cued activities
  • value/usefulness higher scores = more perceived value and usefulness of cued activities
  • perceived choice; higher scores = greater degree to which participants felt that they had choice in engaging with the cued activities
  • perceived competence; higher scores = greater degree of competence performing cued activities
  • pressure/tension; higher scores = more anxiety/tension performing cued activities.

A composite score is computed within each dimension by averaging item responses after reversing specified negative items; a score of 4 separates (+) from (-) experiences.

After device use in an inpatient setting (after about 1 to 3 weeks of use).
Quebec User Evaluation of Satisfaction With Technology (QUEST)
Time Frame: Two time points: After device use in an inpatient setting (after about 1 to 3 weeks of use); after device use in home settings (after 2 days of use).
The QUEST assesses user satisfaction with the system and its delivery by the research team.. The QUEST comprises 12 questions, with answers provided on a Likert scale (1-5). For each question, a score of "1" = not at all satisfied where "5" is "very satisfied". A composite score (min = 1; max = 5) is computed for the QUEST by averaging across all questions. A score of 3 separates (+) from (-) experiences.
Two time points: After device use in an inpatient setting (after about 1 to 3 weeks of use); after device use in home settings (after 2 days of use).

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Motor Activity Log
Time Frame: through study completion, specifically post-device use in inpatient setting (3-12 days) and again in a home setting (2 days)
Measure of amount and quality of arm use in daily activities
through study completion, specifically post-device use in inpatient setting (3-12 days) and again in a home setting (2 days)

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Publications and helpful links

The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

November 29, 2022

Primary Completion (Actual)

February 7, 2025

Study Completion (Actual)

October 3, 2025

Study Registration Dates

First Submitted

May 16, 2023

First Submitted That Met QC Criteria

June 2, 2023

First Posted (Actual)

June 13, 2023

Study Record Updates

Last Update Posted (Estimated)

January 16, 2026

Last Update Submitted That Met QC Criteria

January 14, 2026

Last Verified

October 1, 2025

More Information

Terms related to this study

Other Study ID Numbers

  • MCW PRO00042316 / MU HR-4044
  • 5R21HD106132-02 (U.S. NIH Grant/Contract)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

De-identified data have been shared, as described in our recent manuscript (Bassindate et al., 2025: https://www.mdpi.com/2076-3417/15/6/3010).

IPD Sharing Time Frame

  • https://doi.org/10.5281/zenodo.14990338 (4 March 2025 onward; no end date).
  • https://www.mdpi.com/2076-3417/15/6/3010 (select Download -> Download Supplementary Material)

IPD Sharing Access Criteria

Anyone with access to the web-links can access the data and analysis codes.

IPD Sharing Supporting Information Type

  • ANALYTIC_CODE

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

product manufactured in and exported from the U.S.

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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