Literature DB >> 25261154

SIRRACT: An International Randomized Clinical Trial of Activity Feedback During Inpatient Stroke Rehabilitation Enabled by Wireless Sensing.

Andrew K Dorsch1, Seth Thomas1, Xiaoyu Xu1, William Kaiser1, Bruce H Dobkin.   

Abstract

BACKGROUND: Walking-related disability is the most frequent reason for inpatient stroke rehabilitation. Task-related practice is a critical component for improving patient outcomes.
OBJECTIVE: To test the feasibility of providing quantitative feedback about daily walking performance and motivating greater skills practice via remote sensing.
METHODS: In this phase III randomized, single blind clinical trial, patients participated in conventional therapies while wearing wireless sensors (triaxial accelerometers) at both ankles. Activity-recognition algorithms calculated the speed, distance, and duration of walking bouts. Three times a week, therapists provided either feedback about performance on a 10-meter walk (speed only) or walking speed feedback plus a review of walking activity recorded by the sensors (augmented). Primary outcomes at discharge included total daily walking time, derived from the sensors, and a timed 15-meter walk.
RESULTS: Sixteen rehabilitation centers in 11 countries enrolled 135 participants over 15 months. Sensors recorded more than 1800 days of therapy, 37 000 individual walking bouts, and 2.5 million steps. No significant differences were found between the 2 feedback groups in daily walking time (15.1 ± 13.1 vs 16.6 ± 14.3 minutes, P = .54) or 15-meter walking speed (0.93 ± 0.47 vs 0.91 ± 0.53 m/s, P = .96). Remarkably, 30% of participants decreased their total daily walking time over their rehabilitation stay.
CONCLUSIONS: In this first trial of remote monitoring of inpatient stroke rehabilitation, augmented feedback beyond speed alone did not increase the time spent practicing or improve walking outcomes. Remarkably modest time was spent walking. Wireless sensing, however, allowed clinicians to audit skills practice and provided ground truth regarding changes in clinically important, mobility-related activities.
© The Author(s) 2014.

Entities:  

Keywords:  accelerometer; rehabilitation; stroke; telemedicine; walking; wireless technology

Mesh:

Year:  2014        PMID: 25261154      PMCID: PMC4375021          DOI: 10.1177/1545968314550369

Source DB:  PubMed          Journal:  Neurorehabil Neural Repair        ISSN: 1545-9683            Impact factor:   3.919


  23 in total

1.  A novel approach to ambulatory monitoring: investigation into the quantity and control of everyday walking in patients with subacute stroke.

Authors:  Sanjay K Prajapati; William H Gage; Dina Brooks; Sandra E Black; William E McIlroy
Journal:  Neurorehabil Neural Repair       Date:  2010-09-09       Impact factor: 3.919

2.  Physical therapy during stroke rehabilitation for people with different walking abilities.

Authors:  Nancy K Latham; Diane U Jette; Mary Slavin; Lorie G Richards; Adam Procino; Randall J Smout; Susan D Horn
Journal:  Arch Phys Med Rehabil       Date:  2005-12       Impact factor: 3.966

Review 3.  The promise of mHealth: daily activity monitoring and outcome assessments by wearable sensors.

Authors:  Bruce H Dobkin; Andrew Dorsch
Journal:  Neurorehabil Neural Repair       Date:  2011 Nov-Dec       Impact factor: 3.919

Review 4.  Stroke rehabilitation.

Authors:  Peter Langhorne; Julie Bernhardt; Gert Kwakkel
Journal:  Lancet       Date:  2011-05-14       Impact factor: 79.321

5.  Body-weight-supported treadmill rehabilitation after stroke.

Authors:  Pamela W Duncan; Katherine J Sullivan; Andrea L Behrman; Stanley P Azen; Samuel S Wu; Stephen E Nadeau; Bruce H Dobkin; Dorian K Rose; Julie K Tilson; Steven Cen; Sarah K Hayden
Journal:  N Engl J Med       Date:  2011-05-26       Impact factor: 91.245

Review 6.  Wireless technology in disease management and medicine.

Authors:  Gari D Clifford; David Clifton
Journal:  Annu Rev Med       Date:  2011-11-04       Impact factor: 13.739

7.  Meaningful gait speed improvement during the first 60 days poststroke: minimal clinically important difference.

Authors:  Julie K Tilson; Katherine J Sullivan; Steven Y Cen; Dorian K Rose; Cherisha H Koradia; Stanley P Azen; Pamela W Duncan
Journal:  Phys Ther       Date:  2009-12-18

8.  Estimation of spatio-temporal parameters for post-stroke hemiparetic gait using inertial sensors.

Authors:  Shuozhi Yang; Jun-Tian Zhang; Alison C Novak; Brenda Brouwer; Qingguo Li
Journal:  Gait Posture       Date:  2012-09-20       Impact factor: 2.840

9.  Effects of task-specific and impairment-based training compared with usual care on functional walking ability after inpatient stroke rehabilitation: LEAPS Trial.

Authors:  Stephen E Nadeau; Samuel S Wu; Bruce H Dobkin; Stanley P Azen; Dorian K Rose; Julie K Tilson; Steven Y Cen; Pamela W Duncan
Journal:  Neurorehabil Neural Repair       Date:  2013-03-15       Impact factor: 3.919

10.  Cardiovascular responses associated with daily walking in subacute stroke.

Authors:  Sanjay K Prajapati; Avril Mansfield; William H Gage; Dina Brooks; William E McIlroy
Journal:  Stroke Res Treat       Date:  2013-02-14
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  23 in total

Review 1.  The Specific Requirements of Neural Repair Trials for Stroke.

Authors:  Bruce H Dobkin; S Thomas Carmichael
Journal:  Neurorehabil Neural Repair       Date:  2015-09-10       Impact factor: 3.919

Review 2.  New Directions in Treatments Targeting Stroke Recovery.

Authors:  David J Lin; Seth P Finklestein; Steven C Cramer
Journal:  Stroke       Date:  2018-12       Impact factor: 7.914

Review 3.  Wearable Sensors to Monitor, Enable Feedback, and Measure Outcomes of Activity and Practice.

Authors:  Bruce H Dobkin; Clarisa Martinez
Journal:  Curr Neurol Neurosci Rep       Date:  2018-10-06       Impact factor: 5.081

4.  Quantifying Poststroke Apathy With Actimeters.

Authors:  Andrew M Goldfine; Behdad Dehbandi; Juliana M Kennedy; Briana Sabot; Cory Semper; David Putrino
Journal:  J Neuropsychiatry Clin Neurosci       Date:  2016-02-22       Impact factor: 2.198

Review 5.  Behavioral self-management strategies for practice and exercise should be included in neurologic rehabilitation trials and care.

Authors:  Bruce H Dobkin
Journal:  Curr Opin Neurol       Date:  2016-12       Impact factor: 5.710

6.  A Rehabilitation-Internet-of-Things in the Home to Augment Motor Skills and Exercise Training.

Authors:  Bruce H Dobkin
Journal:  Neurorehabil Neural Repair       Date:  2016-11-24       Impact factor: 3.919

Review 7.  Inertial Measurement Units and Application for Remote Health Care in Hip and Knee Osteoarthritis: Narrative Review.

Authors:  Michael J Rose; Kerry E Costello; Samantha Eigenbrot; Kaveh Torabian; Deepak Kumar
Journal:  JMIR Rehabil Assist Technol       Date:  2022-06-02

8.  "Stepping Up" Activity Poststroke: Ankle-Positioned Accelerometer Can Accurately Record Steps During Slow Walking.

Authors:  Tara D Klassen; Lisa A Simpson; Shannon B Lim; Dennis R Louie; Beena Parappilly; Brodie M Sakakibara; Dominik Zbogar; Janice J Eng
Journal:  Phys Ther       Date:  2015-08-06

Review 9.  The Evolution of Personalized Behavioral Intervention Technology: Will It Change How We Measure or Deliver Rehabilitation?

Authors:  Bruce H Dobkin; Andrew K Dorsch
Journal:  Stroke       Date:  2017-07-05       Impact factor: 7.914

Review 10.  Activity monitors for increasing physical activity in adult stroke survivors.

Authors:  Elizabeth A Lynch; Taryn M Jones; Dawn B Simpson; Natalie A Fini; Suzanne S Kuys; Karen Borschmann; Sharon Kramer; Liam Johnson; Michele L Callisaya; Niruthikha Mahendran; Heidi Janssen; Coralie English
Journal:  Cochrane Database Syst Rev       Date:  2018-07-27
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