1
|
Fan Y, Zhu L, Wang H, Song A. Synthesize Personalized Training for Robot-Assisted Upper Limb Rehabilitation With Diversity Enhancement. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2024; 30:5705-5718. [PMID: 37639418 DOI: 10.1109/tvcg.2023.3308940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
For upper limb rehabilitation, the robot-assisted technique in combination with serious games requires well-specified training plans. For the best quality of the rehabilitation process, customized game levels for each user are desired, while it is labor-intensive to design and adjust game levels for different individuals. We work on generating training content for a desktop end-effector rehabilitation robot and propose a method to automatically generate individualized training plans. By modeling the search of the training motions as finding optimal hand paths and trajectories, we introduce solving the design problem with a multi-objective optimization (MO) solver. We further improve the MO solver to enhance the diversity of the solutions. With the proposed approach, our system is capable of automatically generating various training plans considering the training intensity and dexterity of each joint in the upper limb. In addition, the enhanced diversity avoids repeated training plans, which helps motivate the user in the rehabilitation. We test our method with different requirements on the training plans and validate the solutions.
Collapse
|
2
|
Li W, Zhu G, Lu Y, Wu J, Fu Z, Tang J, Zhang G, Xu D. The relationship between rehabilitation motivation and upper limb motor function in stroke patients. Front Neurol 2024; 15:1390811. [PMID: 38863513 PMCID: PMC11165190 DOI: 10.3389/fneur.2024.1390811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 05/15/2024] [Indexed: 06/13/2024] Open
Abstract
Objective Insufficient motivation among post-stroke survivors may be an important factor affecting their motor function recovery. This study seeks to investigate the relationship between motivation and functional recovery in stroke patients undergoing rehabilitation training. Materials and methods 103 stroke patients with upper limb impairments were studied during their hospital stays. Assessments were done before and after rehabilitation training to measure motivation, emotional state, motor function, and independence in daily activities. Data analysis was conducted to examine the distribution of these factors among the participants. Pearson and Spearman correlation analyses were used to study the relationships between motivation, emotional state, and motor function. Patients were divided into high and low motivation groups based on the Rehabilitation Motivation Scale (RMS), and chi-square and rank-sum tests were used to compare functional differences before and after treatment among patients with varying levels of motivation. Results 66 participants were found to have low motivation in the initial assessment of the RMS (64.08%). Consistency in motivation levels was observed among patients with high motivation (r = 0.648, P<0.001). Apathy was identified as the main factor affecting motivation in patients with low motivation (p = 0.027), while depression and anxiety were not significantly correlated. Motivation was strongly linked to improvements in upper limb motor function, daily living activities, and self-exercise duration (p < 0.001) for stroke patients undergoing rehabilitation. Post-training, there was a notable increase in motivation, motor function, and independence in daily activities (p < 0.001). Increased rehabilitation motivation was linked to better upper limb motor function and daily independence in patients, particularly those with low motivation. This correlation was significant for both the FMA-UE and FIM scores. Discussion Old patients with poor upper limb motor function often have low motivation, which hinders their recovery. Using strategies to boost motivation in stroke patients with impaired upper limb function could greatly improve their rehabilitation and motor skills. It is crucial to prioritize these intervention strategies. Conclusion Enhancing rehabilitation motivation in stroke patients with low motivation and upper limb motor impairments can foster the restoration of their functional capabilities.
Collapse
Affiliation(s)
- Wenxi Li
- Department of Rehabilitation Medicine, Shanghai University of Traditional Chinese Medicine, Yueyang Hospital of Integrated Traditional Chinese Medicine and Western Medicine, Shanghai, China
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Guangyue Zhu
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yang Lu
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jinglei Wu
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhuoxin Fu
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Junyi Tang
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Guohui Zhang
- Department of Rehabilitation Medicine, Shanghai University of Traditional Chinese Medicine, Yueyang Hospital of Integrated Traditional Chinese Medicine and Western Medicine, Shanghai, China
| | - Dongsheng Xu
- Department of Rehabilitation, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Engineering Research Center of Traditional Chinese Medicine Intelligent Rehabilitation, Ministry of Education, Shanghai, China
| |
Collapse
|
3
|
Winterbottom L, Nilsen DM. Motor Learning Following Stroke: Mechanisms of Learning and Techniques to Augment Neuroplasticity. Phys Med Rehabil Clin N Am 2024; 35:277-291. [PMID: 38514218 DOI: 10.1016/j.pmr.2023.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
Sensorimotor impairments are common after stroke requiring stroke survivors to relearn lost motor skills or acquire new ones in order to engage in daily activities. Thus, motor skill learning is a cornerstone of stroke rehabilitation. This article provides an overview of motor control and learning theories that inform stroke rehabilitation interventions, discusses principles of neuroplasticity, and provides a summary of practice conditions and techniques that can be used to augment motor learning and neuroplasticity in stroke rehabilitation.
Collapse
Affiliation(s)
- Lauren Winterbottom
- Department of Rehabilitation & Regenerative Medicine, Columbia University, 180 Fort Washington Avenue, HP1, Suite 199, New York, NY 10032, USA; Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, USA.
| | - Dawn M Nilsen
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, USA; Department of Rehabilitation & Regenerative Medicine, Columbia University, 617 West 168th Street, 3rd Floor, Room 305, New York, NY 10032, USA
| |
Collapse
|
4
|
Webster A, Poyade M, Coulter E, Forrest L, Paul L. Views of Specialist Clinicians and People With Multiple Sclerosis on Upper Limb Impairment and the Potential Role of Virtual Reality in the Rehabilitation of the Upper Limb in Multiple Sclerosis: Focus Group Study. JMIR Serious Games 2024; 12:e51508. [PMID: 38669680 PMCID: PMC11087863 DOI: 10.2196/51508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 02/14/2024] [Accepted: 03/14/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Finding enjoyable and effective long-term approaches to rehabilitation for improving the upper limb (UL) function of people with multiple sclerosis (MS) is challenging. Using virtual reality (VR) could be a solution to this challenge; however, there is a lack of reporting on the views of people with MS and clinicians on VR-based approaches and recommendations for games for rehabilitation. OBJECTIVE This study aims to identify common UL problems and their related current therapeutic approaches for people with MS, and to explore the opinions of people with MS and specialist clinicians on VR and obtain suggestions for the development and design of VR games. METHODS Separate focus groups were conducted with people with MS, recruited through the MS Society UK's research network, and clinicians, recruited through the MS Trust Therapists in MS network. A total of 10 people with MS (2 focus groups) and 8 clinicians (5 physiotherapists, 2 occupational therapists, and 1 MS nurse in 2 focus groups) were involved. The focus groups were recorded and transcriptions were analyzed using theme-based content analysis. RESULTS People with MS commonly reported that their UL problems interfered with activities of daily living and resulted in the loss of meaningful hobbies such as writing. Many people with MS neglected UL exercise and found strategies for adapting to the UL impairments. Similarly, clinicians stated UL rehabilitation was neglected within their service and that it was challenging to find interesting treatment strategies. VR was suggested by both participant groups as a solution, as it was convenient for people with MS to access and it could provide a more engaging and disguised approach to exercise. There were shared concerns with cybersickness and disengagement with using VR approaches. Both groups agreed games should be meaningful and adaptable for users but suggested different VR activities, with clinicians suggesting games directly reflecting activities of daily living and people with MS suggesting more abstract activities. CONCLUSIONS VR was well received by both people with MS and clinicians for UL rehabilitation. Recommendations were made for the development of VR rehabilitation games which are personalized and customizable for the varying abilities of people with MS.
Collapse
Affiliation(s)
- Amy Webster
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Matthieu Poyade
- School of Simulation and Visualisation, Glasgow School of Art, Glasgow, United Kingdom
| | - Elaine Coulter
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Lisa Forrest
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Lorna Paul
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| |
Collapse
|
5
|
McCormick S, Jarvis JM, Terhorst L, Richardson A, Kaseman L, Kesbhat A, Yepuri Y, Beyene E, VonVille H, Bendixen R, Treble-Barna A. Patient-report and caregiver-report measures of rehabilitation service use following acquired brain injury: a systematic review. BMJ Open 2024; 14:e076537. [PMID: 38382949 PMCID: PMC10882343 DOI: 10.1136/bmjopen-2023-076537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 01/17/2024] [Indexed: 02/23/2024] Open
Abstract
OBJECTIVE To review patient-report/caregiver-report measures of rehabilitation service use following acquired brain injury (ABI). DATA SOURCES Medline, APA PsycINFO, Embase and CINAHL were searched on November 2021 and November 2022. Authors were contacted if measures were not included in manuscripts/appendices. STUDY SELECTION Included articles were empirical research or a research protocol, available in English and described measures of patient report/caregiver report of rehabilitation service use post-ABI via quantitative or qualitative methods. Two reviewers independently screened 5290 records using DistillerSR. Discrepancies were resolved by team adjudication. DATA EXTRACTION Data extraction was piloted with high levels of agreement (k=.94). Data were extracted by a single member with team meetings to seek guidance as needed. Data included administration characteristics (reporter, mode of administration, recall period), psychometric evidence and dimensions assessed (types of services, setting, frequency, duration, intensity, qualitative aspects). DATA SYNTHESIS One hundred and fifty-two measures were identified from 85 quantitative, 56 qualitative and 3 psychometric studies. Psychometric properties were reported for four measures, all of which focused on satisfaction. Most measures inquired about the type of rehabilitation services used, with more than half assessing functional (eg, physical therapy) and behavioural health rehabilitation services, but fewer than half assessing community and academic reintegration (eg, special education, vocational rehabilitation) or cognitive (eg, neuropsychology) services. Fewer than half assessed qualitative aspects (eg, satisfaction). Recall periods ranged from 1 month to 'since the ABI event' or focused on current use. Of measures that could be accessed (n=71), many included a limited checklist of types of services used. Very few measures assessed setting, frequency, intensity or duration. CONCLUSIONS Despite widespread interest, the vast majority of measures have not been validated and are limited in scope. Use of gold-standard psychometric methods to develop and validate a comprehensive patient-report/caregiver-report measure of rehabilitation service use would have wide-ranging implications for improving rehabilitation research in ABI.
Collapse
Affiliation(s)
- Sophie McCormick
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jessica M Jarvis
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lauren Terhorst
- Department of Occupational Therapy, SHRS Data Center, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amanda Richardson
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lauren Kaseman
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Aboli Kesbhat
- College of Medicine, Drexel University, Philadelphia, Pennsylvania, USA
| | - Yamini Yepuri
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Elizabeth Beyene
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Helena VonVille
- Health Sciences Library System, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Roxanna Bendixen
- Division of Occupational Therapy, College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Amery Treble-Barna
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
6
|
Mc Kittrick A, Desselle MR, Padilha Lanari Bo A, Zhang B, Laracy S, Tornatore G. Patient Experience in Adjunct Controller-Free Hand Tracking Virtual Reality Tasks for Upper-Limb Occupational Therapy Rehabilitation. J Patient Exp 2023; 10:23743735231211983. [PMID: 37941585 PMCID: PMC10629314 DOI: 10.1177/23743735231211983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2023] Open
Abstract
Benefits of immersive virtual reality rehabilitation (VRR) include increased motivation and improved transfer of skills to real-world tasks. The introduction of Oculus hand-tracking technology allowed for the development of VRR games that do not need virtual reality (VR) hand controllers. This is beneficial as participants with upper limb impairments/injuries may have difficulties with/be limited in using/manipulating VR hand controllers. In this project, a VRR game was developed and evaluated. The aim of this study was to determine patient experience when using VRR as an adjunct to upper-limb rehabilitation. N = 20 participants receiving upper limb rehabilitation completed a series of VRR tasks by playing the "smoothie bar" VRR game. After the completion of the VRR tasks, the participant experience was evaluated via a study-specific questionnaire. Key findings include 95% agreement that VRR tasks were fun and engaging and 75% agreed that VR tasks will be helpful to include in their rehabilitation. Hands-tracking VRR has a high potential to be used as an adjunct intervention in upper limb rehabilitation.
Collapse
Affiliation(s)
- Andrea Mc Kittrick
- Occupational Therapy Department, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Mathilde R Desselle
- Herston Biofabrication Institute, Metro North Health, Herston, QLD, Australia
| | - Antonio Padilha Lanari Bo
- Electrical and Biomedical Engineering, School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, QLD, Australia
| | - Bianca Zhang
- Electrical and Biomedical Engineering, School of Information Technology and Electrical Engineering, The University of Queensland, St Lucia, QLD, Australia
| | - Sue Laracy
- Occupational Therapy Department, Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Giovanna Tornatore
- Occupational Therapy Department, Surgical Treatment and Rehabilitation Service, Herston, QLD, Australia
| |
Collapse
|
7
|
Ovacik U, Tarakci E, Ozdemir Z. Upper limb dysfunction in people with early-stage Multiple Sclerosis: Perceived performance can be misleading. Mult Scler Relat Disord 2023; 79:104944. [PMID: 37678130 DOI: 10.1016/j.msard.2023.104944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 07/26/2023] [Accepted: 08/14/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Although the necessity of upper limb (UL) (dys)function assessment in people with Multiple Sclerosis (pwMS) has been demonstrated in recent years, this is still neglected at an early-stage. OBJECTIVE The aim of our study was to comprehensively examine bilateral UL in early-stage pwMS who are thought to have no or minimal involvement in activities of daily living for the UL. METHODS UL muscle strength, sensation and dexterity of 44 pwMS (EDSS score<4, disease duration<5 years, who did not report problems in daily living activities specifically for the UL) were evaluated bilaterally and compared with 44 healthy controls (HC). The relationship between UL function and muscle strength, sensation, cognitive function, fatigue, mood status, participation, EDSS, and disease duration were examined. The results of the outcome measures evaluating the UL function objectively and subjectively were analyzed. RESULTS Muscle strength, sensation and dexterity were similar in the dominant and nondominant extremities of pwMS and were affected compared to HC. A fair relationship was found between UL function and proximal muscle strength, fatigue, cognitive function, home participation and EDSS. According to the cut-off value (18 s) of Nine Hole Peg Test, only 9.09% of pwMS was unaffected, but 79.54% of affected pwMS had a full ABILHAND score. CONCLUSION Early-stage pwMS are unaware of the dysfunction since their UL involvement does not affect their daily living activities yet. Patient-reported outcome measures such as ABILHAND can be misleading and have a ceiling effect in the early-stage of the disease. Objective functional evaluations reveal that UL capacity is affected from the early period. Even if pwMS do not report UL involvement, clinicians and researchers should evaluate UL function and include it in the treatment program from an early-stage to prevent further disease burden.
Collapse
Affiliation(s)
- Ugur Ovacik
- Physiotherapy Program, Department of Medical Services and Techniques, Vocational School of Health Services, Istanbul Aydin University, Istanbul, Turkey; Department of Physiotherapy and Rehabilitation, Institute of Graduate Studies, Istanbul University-Cerrahpasa, Istanbul, Turkey.
| | - Ela Tarakci
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Istanbul University-Cerrahpasa, İstanbul, Turkey
| | - Zeynep Ozdemir
- Neurology Department, Bakırköy Mazhar Osman Mental Health and Neurological Diseases Education and Research Hospital, İstanbul, Turkey
| |
Collapse
|
8
|
Coias AR, Lee MH, Bernardino A, Smailagic A. Skeleton Tracking Solutions for a Low-Cost Stroke Rehabilitation Support System. IEEE Int Conf Rehabil Robot 2023; 2023:1-6. [PMID: 37941267 DOI: 10.1109/icorr58425.2023.10304749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
Computer systems based on motion assessment are promising solutions to support stroke survivors' autonomous rehabilitation exercises. In this regard, researchers keep trying to achieve engaging and low-cost solutions suitable mainly for home use. Aiming to achieve a system with a minimal technical setup, we compare Microsoft Kinect, OpenPose, and MediaPipe skeleton tracking approaches for upper extremity quality of movement assessment after stroke. We determine if classification models assess accurately exercise performance with OpenPose and MediaPipe data against Kinect, using a dataset of 15 stroke survivors. We compute Root Mean Squared Error to determine the alignment of trajectories and kinematic variables. MediaPipe World Landmarks revealed high alignment with Kinect, revealing to be a potential alternative method.
Collapse
|
9
|
van Nimwegen D, Hjelle EG, Bragstad LK, Kirkevold M, Sveen U, Hafsteinsdóttir T, Schoonhoven L, Visser-Meily J, de Man-van Ginkel JM. Interventions for improving psychosocial well-being after stroke: A systematic review. Int J Nurs Stud 2023; 142:104492. [PMID: 37084476 DOI: 10.1016/j.ijnurstu.2023.104492] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/15/2023] [Accepted: 03/23/2023] [Indexed: 03/30/2023]
Abstract
BACKGROUND Up to one third of all stroke patients suffer from one or more psychosocial impairments. Recognition and treatment of these impairments are essential in improving psychosocial well-being after stroke. Although nurses are ideally positioned to address psychosocial well-being, they often feel insecure about providing the needed psychosocial care. Therefore, we expect that providing nurses with better knowledge to deliver this care could lead to an improvement in psychosocial well-being after stroke. Currently it is not known which interventions are effective and what aspects of these interventions are most effective to improve psychosocial well-being after stroke. OBJECTIVE To identify potentially effective interventions - and intervention components - which can be delivered by nurses to improve patients' psychosocial well-being after stroke. METHODS A systematic review and data synthesis of randomized controlled trials and quasi experimental studies was conducted. Papers were included according to the following criteria: 1) before-after design, 2) all types of stroke patients, 3) interventions that can be delivered by nurses, 4) the primary outcome(s) were psychosocial. PubMed, Embase, PsychInfo, CINAHL and Cochrane library were searched (August 2019-April 2022). Articles were selected based on title, abstract, full text and quality. Quality was assessed by using Joanna Briggs Institute checklists and a standardized data extraction form developed by Joanna Brigss Institute was used to extract the data. RESULTS In total 60 studies were included, of which 52 randomized controlled trials, three non-randomized controlled trials, four quasi-experimental studies, and one randomized cross-over study. Nineteen studies had a clear psychosocial content, twenty-nine a partly psychosocial content, and twelve no psychosocial content. Thirty-nine interventions that showed positive effects on psychosocial well-being after stroke were identified. Effective intervention topics were found to be mood, recovery, coping, emotions, consequences/problems after stroke, values and needs, risk factors and secondary prevention, self-management, and medication management. Active information and physical exercise were identified as effective methods of delivery. DISCUSSION The results suggest that interventions to improve psychosocial well-being should include the intervention topics and methods of delivery that were identified as effective. Since effectiveness of the intervention can depend on the interaction of intervention components, these interactions should be studied. Nurses and patients should be involved in the development of such interventions to ensure it can be used by nurses and will help improve patients' psychosocial well-being. FUNDING AND REGISTRATION This study was supported by the Taskforce for Applied Research SIA (RAAK.PUB04.010). This review was not registered.
Collapse
Affiliation(s)
- Dagmar van Nimwegen
- Research Group Proactive Care for Older People Living at Home, University of Applied Sciences Utrecht, Utrecht, the Netherlands
| | - Ellen Gabrielsen Hjelle
- Department of Public Health Science and CHARM Research Centre for Habilitation and Rehabilitation Models & Services, University of Oslo, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Line Kildal Bragstad
- Department of Public Health Science and CHARM Research Centre for Habilitation and Rehabilitation Models & Services, University of Oslo, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Marit Kirkevold
- Department of Public Health Science and CHARM Research Centre for Habilitation and Rehabilitation Models & Services, University of Oslo, Oslo, Norway; Department of Nursing and Health Promotion, Oslo Metropolitan University, Oslo, Norway
| | - Unni Sveen
- Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Thóra Hafsteinsdóttir
- Research Group Proactive Care for Older People Living at Home, University of Applied Sciences Utrecht, Utrecht, the Netherlands; Department of Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Lisette Schoonhoven
- Department of Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Johanna Visser-Meily
- Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Janneke M de Man-van Ginkel
- Department of Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands.
| |
Collapse
|
10
|
Gular K, Sivasubramanian V, Reddy RS, Tedla JS, Dixit S. The Mediating Effect of Age, Gender, and Post-Stroke Duration on the Association between Trunk and Upper Limb Recovery in Subacute Stroke Population: A Cross-Sectional Study with Mediation Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15644. [PMID: 36497718 PMCID: PMC9738511 DOI: 10.3390/ijerph192315644] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/20/2022] [Accepted: 11/22/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND The trunk acts as proximal support with which limbs execute smooth and purposeful movement. Furthermore, as upper extremity functions are an integral component of daily living activities, exploring the association between trunk and upper extremity recovery will guide therapists in developing appropriate rehabilitation goals and interventions. The objectives of this study were to (1) assess the association between trunk and upper extremity recovery in the subacute stroke population and (2) assess the effect of trunk control on upper extremity impairment and function with age, gender, and duration of stroke as mediators using mediation analysis in subacute stroke individuals. METHODS This cross-sectional study included 54 subacute stroke participants with a mean age of 58.37 ± 6.11 years. The trunk impairment scale (TIS) assessed the trunk's stability, mobility, and coordination. The level of upper extremity impairment was evaluated using the Fugl-Meyer Assessment scale (FMA). The quality and quantity of upper limb motor functions were measured using the Wolf motor function test (WMFT). RESULTS The TIS exhibited moderate positive correlations with the FMA-UE, WMFT-time scale (TS), and WMFT-functional ability scale (FAS) at p < 0.001. The mediation analysis reported a profound mediation effect of post-stroke duration on the association of trunk and upper limb recovery. CONCLUSIONS The study results substantiated that trunk control significantly correlates with upper limb impairment and the quality and quantity of its use in the subacute stroke population. Post-stroke duration proved to mediate the association between trunk and upper limb recovery. Therefore, the assessment and intervention of trunk and upper extremity motor control considering the post-stroke duration is vital and should be incorporated in stroke rehabilitation aiming at functional independence.
Collapse
Affiliation(s)
- Kumar Gular
- Division of Physical Medicine and Rehabilitation, Rajah Muthiah Medical College and Hospital, Annamalai University, Annamalai Nagar 608 002, India
- Department of Medical Rehabilitation Sciences, College of Applied Medical Sciences, King Khalid University, Abha 61471, Saudi Arabia
| | - Viswanathan Sivasubramanian
- Division of Physical Medicine and Rehabilitation, Rajah Muthiah Medical College and Hospital, Annamalai University, Annamalai Nagar 608 002, India
| | - Ravi Shankar Reddy
- Department of Medical Rehabilitation Sciences, College of Applied Medical Sciences, King Khalid University, Abha 61471, Saudi Arabia
| | - Jaya Shanker Tedla
- Department of Medical Rehabilitation Sciences, College of Applied Medical Sciences, King Khalid University, Abha 61471, Saudi Arabia
| | - Snehil Dixit
- Department of Medical Rehabilitation Sciences, College of Applied Medical Sciences, King Khalid University, Abha 61471, Saudi Arabia
| |
Collapse
|
11
|
Kim GJ, Lebovich S, Rand D. Perceived Facilitators and Barriers for Actual Arm Use during Everyday Activities in Community Dwelling Individuals with Chronic Stroke. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11707. [PMID: 36141980 PMCID: PMC9516989 DOI: 10.3390/ijerph191811707] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/12/2022] [Accepted: 09/13/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Our aim was to gain a deeper understanding of perceived predictors for actual arm use during daily functional activities. METHODS Qualitative study. Semi-structured interview data collected from individuals with chronic stroke living in the community. Codebook thematic analysis used for the data analysis. RESULTS Six participants 5-18 years post stroke with moderate to severe UE impairment. Three domains were identified: Person, Context, and Task. Themes for the Person domain included mental (cognitive effort, lack of acceptance), behavioral (routines/habits, self-evaluation), and physical (stiffness/fatigue). Themes for the Context domain included social environment (being in public, presence, and actions of others) and time constraints (being in a hurry). Themes for the task domain included necessity to complete bilateral and unilateral tasks, and safety (increased risk of accidents). CONCLUSION Actual arm use is a complex construct related to the characteristics of the person, contextual environment, and the nature of the task. Facilitators included cognitive effort, routines/habits, self-evaluation, and the perceived necessity. Barriers included in lack of acceptance, stiffness/fatigue, being in public, being in a hurry, and risk of ac-cidents. Social support was both a facilitator and a barrier. Our results support the growing call to adopt a broader biopsychosocial framework into rehabilitation delivery.
Collapse
Affiliation(s)
- Grace J. Kim
- Department of Occupational Therapy, Steinhardt School of Culture, Education, and Human Development, New York University, New York, NY 10003, USA
| | - Shir Lebovich
- Department of Occupational Therapy, School of Health Professions, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
- Occupational Therapy Services, Sheba Medical Center, Ramat Gan 52621, Israel
| | - Debbie Rand
- Department of Occupational Therapy, School of Health Professions, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| |
Collapse
|
12
|
Cóias AR, Lee MH, Bernardino A. A low-cost virtual coach for 2D video-based compensation assessment of upper extremity rehabilitation exercises. J Neuroeng Rehabil 2022; 19:83. [PMID: 35902897 PMCID: PMC9336113 DOI: 10.1186/s12984-022-01053-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 07/06/2022] [Indexed: 11/20/2022] Open
Abstract
Background The increasing demands concerning stroke rehabilitation and in-home exercise promotion grew the need for affordable and accessible assistive systems to promote patients’ compliance in therapy. These assistive systems require quantitative methods to assess patients’ quality of movement and provide feedback on their performance. However, state-of-the-art quantitative assessment approaches require expensive motion-capture devices, which might be a barrier to the development of low-cost systems. Methods In this work, we develop a low-cost virtual coach (VC) that requires only a laptop with a webcam to monitor three upper extremity rehabilitation exercises and provide real-time visual and audio feedback on compensatory motion patterns exclusively from image 2D positional data analysis. To assess compensation patterns quantitatively, we propose a Rule-based (RB) and a Neural Network (NN) based approaches. Using the dataset of 15 post-stroke patients, we evaluated these methods with Leave-One-Subject-Out (LOSO) and Leave-One-Exercise-Out (LOEO) cross-validation and the \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$F_1$$\end{document}F1 score that measures the accuracy (geometric mean of precision and recall) of a model to assess compensation motions. In addition, we conducted a pilot study with seven volunteers to evaluate system performance and usability. Results For exercise 1, the RB approach assessed four compensation patterns with a \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$F_1$$\end{document}F1 score of \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$76.69 \%$$\end{document}76.69%. For exercises 2 and 3, the NN-based approach achieved a \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$F_1$$\end{document}F1 score of \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$72.56 \%$$\end{document}72.56% and \documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$79.87 \%$$\end{document}79.87%, respectively. Concerning the user study, they found that the system is enjoyable (hedonic value of 4.54/5) and relevant (utilitarian value of 4.86/5) for rehabilitation administration. Additionally, volunteers’ enjoyment and interest (Hedonic value perception) were correlated with their perceived VC performance (\documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\rho = 0.53$$\end{document}ρ=0.53). Conclusions The VC performs analysis on 2D videos from a built-in webcam of a laptop and accurately identifies compensatory movement patterns to provide corrective feedback. In addition, we discuss some findings concerning system performance and usability.
Collapse
Affiliation(s)
- Ana Rita Cóias
- Institute for Systems and Robotics, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
| | - Min Hun Lee
- Singapore Management University, Singapore, Singapore
| | - Alexandre Bernardino
- Institute for Systems and Robotics, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| |
Collapse
|
13
|
Liu Y, Zhang L, Zhang X, Ma J, Jia G. Effect of Combined Vagus Nerve Stimulation on Recovery of Upper Extremity Function in Patients with Stroke: A Systematic Review and Meta-Analysis. J Stroke Cerebrovasc Dis 2022; 31:106390. [DOI: 10.1016/j.jstrokecerebrovasdis.2022.106390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/28/2022] [Accepted: 01/31/2022] [Indexed: 10/18/2022] Open
|
14
|
Neurophysiological changes accompanying reduction in upper limb motor impairments in response to exercise-based virtual rehabilitation after stroke: systematic review. Physiotherapy 2021; 113:141-152. [PMID: 34625285 DOI: 10.1016/j.physio.2021.05.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 05/26/2021] [Accepted: 05/31/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Virtual reality-augmented therapist-delivered exercise-based training has promise for enhancing upper limb motor recovery after stroke. However, the neurophysiological mechanisms are unclear. OBJECTIVE To find if neurophysiological changes are correlated with or accompany a reduction in motor impairment in response to virtual reality-aided exercise-based training. DATA SOURCES Databases searched from inception to August 2020: MEDLINE, AMED, EMBASE, PUBMED, COCHRANE, CINHAL, PROQUEST and OPEN GREY. ELIGIBILITY CRITERIA Studies that investigated virtual reality-augmented exercise-based training for the upper limb in adults with stroke, and, measured motor impairment and neurophysiological outcomes. Studies that combined VR with another technology were excluded. DATA EXTRACTION AND SYNTHESIS Using pre-prepared proformas, three reviewers independently: identified eligible studies, assessed potential risk-of-bias, and extracted data. A critical narrative synthesis was conducted. A meta-analysis was not possible because of heterogeneity in participants, interventions and outcome measures. RESULTS Of 1387 records identified, four studies were eligible and included in the review. Overall, included studies were assessed as having high potential risk-of-bias. The VR equipment, and control interventions varied between studies. Two studies measured motor impairment with the Fugl-Meyer Assessment but there was no commonality in the use of neurophysiological measures. One study found improvement in neurophysiological measures only. The other three studies found a reduction in motor impairment and changes in neurophysiological outcomes, but did not calculate correlation coefficients. CONCLUSION There is insufficient evidence to identify the neurophysiological changes that are correlated with, or accompany, reduction in upper limb motor impairment in response to virtual reality-augmented exercise-based training after stroke. Systematic Review Registration Number PROSPERO 2017 CRD42017071312.
Collapse
|
15
|
Broderick M, Almedom L, Burdet E, Burridge J, Bentley P. Self-Directed Exergaming for Stroke Upper Limb Impairment Increases Exercise Dose Compared to Standard Care. Neurorehabil Neural Repair 2021; 35:974-985. [PMID: 34449290 PMCID: PMC8593287 DOI: 10.1177/15459683211041313] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background. One of the strongest modifiable determinants of rehabilitation outcome is exercise dose. Technologies enabling self-directed exercise offer a pragmatic means to increase dose, but the extent to which they achieve this in unselected cohorts, under real-world constraints, is poorly understood. Objective. Here we quantify the exercise dose achieved by inpatient stroke survivors using an adapted upper limb (UL) exercise gaming (exergaming) device and compare this with conventional (supervised) therapy. Methods. Over 4 months, patients presenting with acute stroke and associated UL impairment were screened at a single stroke centre. Participants were trained in a single session and provided with the device for unsupervised use during their inpatient admission. Results. From 75 patients referred for inpatient UL therapy, we recruited 30 (40%), of whom 26 (35%) were able to use the device meaningfully with their affected UL. Over a median enrolment time of 8 days (IQR: 5–14), self-directed UL exercise duration using the device was 26 minutes per day (median; IQR: 16–31), in addition to 25 minutes daily conventional UL therapy (IQR: 12–34; same cohort plus standard care audit; joint n = 50); thereby doubling total exercise duration (51 minutes; IQR: 32–64) relative to standard care (Z = 4.0, P <.001). The device enabled 104 UL repetitions per day (IQR: 38–393), whereas conventional therapy achieved 15 UL repetitions per day (IQR: 11–23; Z = 4.3, P <.001). Conclusion. Self-directed adapted exergaming enabled participants in our stroke inpatient cohort to increase exercise duration 2-fold, and repetitions 8-fold, compared to standard care, without requiring additional professional supervision.
Collapse
Affiliation(s)
- Michelle Broderick
- Department of Brain Sciences, 4615Imperial College London, Charing Cross Hospital Campus, London, UK
| | - Leeza Almedom
- Department of Brain Sciences, 4615Imperial College London, Charing Cross Hospital Campus, London, UK
| | - Etienne Burdet
- Department. of Bioengineering, Human Robotics Group, Imperial College, South Kensington Campus, London, UK
| | - Jane Burridge
- Department of Restorative Neuroscience, University of Southampton, Southampton, UK
| | - Paul Bentley
- Department of Brain Sciences, 4615Imperial College London, Charing Cross Hospital Campus, London, UK
| |
Collapse
|
16
|
Barriers and Facilitators to Engagement in Rehabilitation Among Stroke Survivors: An Integrative Review. Rehabil Nurs 2021; 46:340-347. [PMID: 34149000 DOI: 10.1097/rnj.0000000000000340] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Approximately 795,000 Americans experience a new or recurrent stroke every year, and it remains one of the leading causes of disability worldwide. Patient engagement in rehabilitation and physical activity has been associated with improvements in functional outcomes during inpatient rehabilitation. There is limited knowledge of the barriers and facilitators to patients' engagement in stroke rehabilitation. METHODS An integrative review with a systematic approach was conducted to explore the current available literature on barriers and facilitators to patient engagement in stroke inpatient rehabilitation. RESULTS Twenty-five studies were included in the final review. Four major themes described the identified barriers and facilitators: (1) stroke impact, (2) self-efficacy, (3) therapeutic relationship, and (4) motivating factors. Individualized patient-centered goal setting was a commonly studied intervention found to successfully increase engagement. CONCLUSION Engagement in stroke rehabilitation is associated with improved patient outcomes. Using the identified themes from this review, nurses can develop focused interventions aimed at reducing barriers and increasing stroke patient engagement.
Collapse
|
17
|
Meads H, Hunt J, Page A, Withy L, Plowman R, Calder A. Stroke survivors’ experiences of upper limb recovery: a systematic review of qualitative studies. PHYSICAL THERAPY REVIEWS 2020. [DOI: 10.1080/10833196.2020.1832710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Hayley Meads
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| | - Jamie Hunt
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| | - Alister Page
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| | - Lee Withy
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| | - Rose Plowman
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| | - Allyson Calder
- Centre for Health Activity and Rehabilitation Research, School of Physiotherapy, University of Otago, New Zealand
| |
Collapse
|
18
|
Waddell KJ, Tabak RG, Strube MJ, Haire-Joshu D, Lang CE. Belief, Confidence, and Motivation to Use the Paretic Upper Limb in Daily Life Over the First 24 Weeks After Stroke. J Neurol Phys Ther 2019; 43:197-203. [PMID: 31436612 PMCID: PMC6744298 DOI: 10.1097/npt.0000000000000287] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE The recovery patterns of upper limb (UL) impairment after stroke are established. Psychosocial factors such as belief that paretic UL recovery is possible, confidence, and motivation to use the paretic UL in everyday tasks are unexplored early after stroke. The purpose of this exploratory study was to characterize belief, confidence, and motivation to use the paretic UL in daily life, and self-perceived barriers to UL recovery over the first 24 weeks after stroke. METHODS This was a longitudinal cohort study (N = 30) with 8 assessment sessions over the first 24 weeks after stroke. Belief, confidence, and motivation to use the paretic UL and self-perceived barriers were quantified via survey and analyzed using descriptive statistics. Change in the number of self-perceived barriers between weeks 2 and 24 was tested using a paired-samples t test. The relationship between UL capacity, depressive symptomatology, cognition, and each psychosocial factor was examined using Spearman rank-order correlation analyses. RESULTS Twenty-two participants completed all study assessments. Belief, confidence, and motivation were high across the 24 weeks, with little variation. There was no difference between the average number of barriers from weeks 2 to 24. There was no relationship between the clinical measures and psychosocial factors at week 2, 12, or 24. DISCUSSION AND CONCLUSIONS High levels of belief, confidence, and motivation appear consistent over the first 6 months after stroke. The lack of correlations between psychosocial factors and clinical measures suggests belief, confidence, and motivation may not be vulnerable to functional status early after stroke.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content 1 available at: http://links.lww.com/JNPT/A283).
Collapse
Affiliation(s)
| | | | - Michael J Strube
- Psychological and Brain Sciences, Washington University, St. Louis, MO
| | | | - Catherine E. Lang
- Program in Physical Therapy, Washington University, St. Louis, MO
- Program in Occupational Therapy, Washington University, St. Louis, MO
- Department of Neurology, Washington University, St. Louis, MO
| |
Collapse
|