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Moein S, Peterson EW, Kottorp A, Thompson C, Mahajan HP, Rice LA. Development, reliability, and validity assessment of a fall concerns scale for people who use wheelchairs and scooters (FCS-WC/S). Disabil Rehabil 2025; 47:2123-2133. [PMID: 39140641 DOI: 10.1080/09638288.2024.2391107] [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: 02/12/2024] [Revised: 08/05/2024] [Accepted: 08/07/2024] [Indexed: 08/15/2024]
Abstract
PURPOSE To evaluate the psychometric properties of a Fall Concerns Scale for people who use Wheelchairs and Scooters (FCS-WC/S). MATERIALS AND METHODS Developed by fall prevention experts, FCS-WC/S underwent refinement through interdisciplinary reviews and focus groups with researchers, clinicians, and individuals who use WC/S full-time. The psychometric evaluation involved adults who used WC/S for ≥1 year and had ≥1 fall in the previous 3 years, recruited between April and September 2022. RESULTS The FCS-WC/S evaluates fall concerns among people with various health conditions who use WC/S full-time across 33 daily activities. One hundred and twenty-four participants responded to the baseline survey. A subgroup of 63 people repeated the FCS-WC/S a week later. The FCS-WC/S demonstrated excellent internal and good test-retest reliability (α ≥ 0.90, ICC = 0.86-0.9), as well as concurrent validity (Spearman's rho = 0.72) with the Spinal Cord Injury Falls Concern Scale (SCI-FCS). It effectively differentiated fear of falling levels from an established measure (ORs 4.1, 25.8, 46.7). Factor and parallel analysis revealed three factors, two of which were retained for further analysis. CONCLUSIONS Preliminary findings support FCS-WC/S validity and reliability for assessing fall concerns among individuals with various conditions who use WC/S. Further scale construction analysis is recommended.
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Affiliation(s)
- Sahel Moein
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Elizabeth W Peterson
- Department of Occupational Therapy, University of Illinois at Chicago, Chicago, IL, USA
| | - Anders Kottorp
- Faculty of Health and Society, Malmö University, Malmö, Sweden
| | - Charee Thompson
- Department of Communication, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Harshal P Mahajan
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Laura A Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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Peters J, Chen M, Huang K, Siero M, Elliot J, Bleakney A, Hsiao-Wecksler E, McDonagh D. A user-inspired mobility experience of the future: a qualitative investigation. Disabil Rehabil Assist Technol 2025; 20:360-369. [PMID: 38958198 DOI: 10.1080/17483107.2024.2373303] [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: 02/20/2024] [Revised: 05/29/2024] [Accepted: 06/22/2024] [Indexed: 07/04/2024]
Abstract
Wheelchair users (WCUs) face additional challenges than non-WCU to multi-tasking (i.e. open doors, cook, use a cell-phone) while navigating their environments. While assistive devices have attempted to provide WCUs with mobility solutions that enable multi-tasking capabilities, current devices have been developed without the input of end-users and have proven to be non-usable. More balanced approaches that integrate the end-users' voices may improve current assistive technology usability trends. This study sought to empathically understand the lived experience of WCUs, their needs towards a mobility device, and their perceptions towards hands-free mobility. Full-time WCUs and care providers participated in semi-structured interviews examining wheelchair use and perceptions towards current and future mobility devices. Thematic analysis was used to analyze interview data. 9 WCUs (aged 32.1 ± 7.0 years; wheelchair experience 17.9 ± 11.6 years) and five care providers (years caring for WCU 3.75 ± 0.96 years) participated in the study. The most common disability type was spinal cord injury (WCUs: n = 3; care providers: n = 3). Qualitative analysis revealed four key themes: (1) Current wheelchair usage, (2) WCU and care provider perspectives, (3) Future wheelchair, and (4) Hands-free wheelchair. Accordingly, participants desire bespoke, light-weight mobility devices that can through tight spaces, access uneven terrain, and free the hands during navigation. This study provides meaningful insight into the needs of WCUs and care providers that assistive technology innovators can use to develop more usable assistive technologies. Amongst study participants, the concept of a hands-free mobility device appears to be usable and desirable.
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Affiliation(s)
- Joseph Peters
- Kansas City University College of Osteopathic Medicine, Kansas City University of Medicine and Bioscience, Kansas, MO, USA
| | - Michael Chen
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Kathryn Huang
- Disability Resources and Educational Services, University of Illinois at Urbana-Champaign, Champaign, IL, USA
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Marissa Siero
- Technology Entrepreneur Center, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jeannette Elliot
- Disability Resources and Educational Services, University of Illinois at Urbana-Champaign, Champaign, IL, USA
| | - Adam Bleakney
- Disability Resources and Educational Services, University of Illinois at Urbana-Champaign, Champaign, IL, USA
| | - Elizabeth Hsiao-Wecksler
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Deana McDonagh
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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Aaby AO, Williamson SD, Madsen LS, Maribo T, Ravn SL. Outdoor experiences and outdoor-based activities and interventions for individuals with spinal cord injury: a systematic scoping review. J Rehabil Med 2025; 57:jrm40705. [PMID: 39835451 PMCID: PMC11770228 DOI: 10.2340/jrm.v57.40705] [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: 05/03/2024] [Accepted: 12/27/2024] [Indexed: 01/22/2025] Open
Abstract
STUDY DESIGN Systematic scoping review. OBJECTIVES The aim was to identify and synthesize empirical studies exploring outdoor experiences, activities, and interventions in people with spinal cord injury (SCI). METHODS Systematic searches were performed in 7 bibliometric databases. Unique records were independently screened by 2 authors. Peer-reviewed studies on outdoor experiences, activities, or interventions in adults with SCI were included. This was supplemented by Google Scholar searches and citation tracking. Data from included studies were extracted and analysed in a narrative synthesis. RESULTS A total of 89 studies were included. Study findings were catalogued into 9 categories and grouped into 3 themes. Theme 1 covered findings related to the experiences and outcomes of outdoor recreational activities and nature exposure. Theme 2 covered findings on facilitators and barriers related to outdoor recreational activities and nature exposure. Theme 3 covered findings related to outdoor testing of equipment and tools. CONCLUSION People with SCI mainly report positive experiences from engaging with the natural environment and pursuing outdoor activities, but also experienced a range of barriers that need to be considered in both research and clinical practice. Future studies need to explore the effects of outdoor-based rehabilitation, also employing high-quality methods.
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Affiliation(s)
- Anders O Aaby
- Specialized Hospital for Polio and Accident Victims, Denmark.
| | - Samuel D Williamson
- Specialized Hospital for Polio and Accident Victims, Denmark; Department of Psychology, University of Southern Denmark, Denmark
| | - Louise S Madsen
- DEFACTUM, Central Denmark Region, Denmark; National Rehabilitation Marselisborg Centre, Denmark
| | - Thomas Maribo
- DEFACTUM, Central Denmark Region, Denmark; Department of Public Health, Aarhus University, Denmark
| | - Sophie L Ravn
- Specialized Hospital for Polio and Accident Victims, Denmark; Department of Psychology, University of Southern Denmark, Denmark
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Sung J, Peters J, Bartlo W, Rice LA. A mixed-methods study examining perceptions of fear of falling among community-dwelling people who use wheelchairs full-time. Disabil Rehabil Assist Technol 2024; 19:3071-3078. [PMID: 38768016 DOI: 10.1080/17483107.2024.2347312] [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: 04/13/2023] [Revised: 04/16/2024] [Accepted: 04/18/2024] [Indexed: 05/22/2024]
Abstract
OBJECTIVE There is growing evidence that fear of falling (FOF) is common in people who use wheelchairs full-time and negatively influence their performance of daily activities and quality of life. The purpose of this study was to gain an in-depth understanding of perceptions related to FOF among people who use wheelchairs full-time. METHODS Mixed-method analysis was conducted using semi-structured interviews and surveys to gain insight into FOF. Surveys included demographic information; Spinal Cord Injury-Fall Concerns Scale (SCI-FCS); a questionnaire that directly assesses FOF and associated activity curtailment; and Fall Control Scale (FCS). RESULTS Among 39 participants (age = 43.1 ± 15.6 years, disability duration = 21.2 ± 11.1 years), 27 participants (69%) reported FOF. Participants with less perceived ability to control falls indexed by FCS reported higher SCI-FCS scores, indicating greater FOF (rs = -0.384, p = 0.016). Qualitative findings revealed that participants felt that FOF developed due to sustaining fall-related injuries or limited ability to recover from a fall. Some participants perceived falling as a part of their lives. They believed that it was not the cause of developing FOF. CONCLUSIONS Among people who use wheelchairs full-time, FOF is prevalent and may develop due to fears of sustaining injuries or being unable to get up after falling. Developing an evidenced-based education protocol aimed at managing falls (e.g., establishing a fall recovery strategy and education on techniques to reduce injury during falls) is needed to minimize FOF people who use wheelchairs full-time.
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Affiliation(s)
- JongHun Sung
- Department of Kinesiology, College of Arts and Sports, Inha University, Incheon, South Korea
| | - Joseph Peters
- Department of Health and Kinesiology, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Wendy Bartlo
- Center on Health, Aging, and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Laura A Rice
- Department of Health and Kinesiology, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Center on Health, Aging, and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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Rice LA, Yehya M, Yi J, Koziel S, Peterson EW. Translation, extension, and evaluation of usability, usefulness, and safety of a fall prevention and management program for people living with spinal cord injury and multiple sclerosis who use wheelchairs or scooters full time. FRONTIERS IN REHABILITATION SCIENCES 2024; 5:1406938. [PMID: 39363989 PMCID: PMC11448123 DOI: 10.3389/fresc.2024.1406938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 09/05/2024] [Indexed: 10/05/2024]
Abstract
Background Falls are prevalent among people living with Multiple Sclerosis (PwMS) and Spinal Cord Injury (PwSCI) who use wheelchairs or scooters (WC/S) full time, however, there is a scarcity of evidence-based fall prevention and management programs. Objective To describe the systematic translation of an in-person fall prevention and management program (Individualized Reduction Of FaLLs - iROLL) for PwMS to an online platform, extending its scope to include PwSCI, and to evaluate the preliminary useability, usefulness, and safety of the intervention. Methods iROLL was systematically translated to an online platform (iROLL-O). PwMS and PwSCI who use a WC/S full time, experienced at least one fall within the past 36 months, and could transfer independently or with minimal to moderate assistance, enrolled in iROLL-O. Usability, usefulness, and safety were evaluated through 1:1 semi-structured interviews, gathering feedback on: perceived impact of the intervention on falls and functional mobility, program experiences, adverse events, and recommendations for improvement. Results Five participants successfully completed the iROLL-O program. No safety concerns were raised by participants. Themes emerging from the semi-structured interviews included: (1) barriers and facilitators to program access, (2) motivation for participation, (3) program outcomes, and (4) program content and structure. Participants reported reduced concerns about falling, enhanced functional mobility skills, and highlighted the supportive nature of synchronous group meetings for learning. Conclusion No adverse events occurred during the implementation of iROLL-O and participants found the program to be useable and useful. Further testing is needed to examine efficacy among a large and diverse population.
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Affiliation(s)
- Laura A Rice
- Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, United States
| | - Malaak Yehya
- Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, United States
| | - Jennifer Yi
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
| | - Stephen Koziel
- Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, United States
| | - Elizabeth W Peterson
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
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Garcia-Mendez Y, D'Innocenzo M, Pearlman J, Vásquez-Gabela S, Rosen P, Rodriguez-Funes MV, Kirby RL, Mhatre A. Effects of the WHO 8-step wheelchair-service-delivery process on wheelchair users in El Salvador: a cohort study. Disabil Rehabil Assist Technol 2024; 19:2076-2087. [PMID: 37740696 DOI: 10.1080/17483107.2023.2256808] [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: 11/17/2022] [Accepted: 09/05/2023] [Indexed: 09/25/2023]
Abstract
PURPOSE To test the hypotheses that, after the delivery of manual wheelchairs following the WHO 8-step service-delivery process, wheelchair-related health and quality of life, wheelchair skills, wheelchair use, and poverty probability would improve; and that the number of wheelchair repairs required, adverse events, caregiver burden, and the level of assistance provided would decrease. METHODS This was a longitudinal, prospective within-subject study including 247 manual wheelchair users, and 119 caregivers, in El Salvador who received a wheelchair following the WHO 8-step process as well as maintenance reminders. Outcome measurements were performed via structured questionnaires and dataloggers at the initial assessment, at wheelchair delivery, and at 3- and 6-month follow-up. RESULTS Significant improvements in wheelchair-related health indicators (all with p < 0.004) and quality of life (p = 0.001), and a significant reduction in national and "extreme" poverty probability (p = 0.004 and p = 0.012) were observed by six months. Wheelchair use significantly decreased (p = 0.011 and p = 0.035) and wheelchair skills increased (p = 0.009). Caregiver burden did not change (p = 0.226) but the number of activities of daily living (ADLs) that required no assistance significantly increased (p = 0.001) by three months and those who required complete assistance decreased (p = 0.001). No changes were observed in wheelchair repairs (p = 0.967) and breakdowns over time with new wheelchairs. CONCLUSIONS Wheelchair service delivery using the WHO 8-step process on manual wheelchair users in El Salvador has positive effects on health and quality of life, wheelchair skills, caregiver assistance levels, and poverty. Further research is needed to determine the relative contributions of the intervention components.
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Affiliation(s)
| | - Megan D'Innocenzo
- Department of Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jonathan Pearlman
- Department of Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Stephanie Vásquez-Gabela
- Department of Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Perth Rosen
- Momentum Wheels for Humanity, Chatsworth, CA, USA
| | | | - R Lee Kirby
- Division of Physical Medicine and Rehabilitation, Dalhousie University, Halifax, Canada
| | - Anand Mhatre
- Department of Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA, USA
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Snyder MB, Zanotto T, Potts E, Sosnoff JJ. Characteristics and Consequences of Falls in People Who Use Wheelchairs in Long-Term Care Settings. J Am Med Dir Assoc 2024; 25:796-801. [PMID: 38643970 DOI: 10.1016/j.jamda.2024.03.108] [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: 09/14/2023] [Revised: 03/14/2024] [Accepted: 03/14/2024] [Indexed: 04/23/2024]
Abstract
OBJECTIVES The purpose of this study was to understand the characteristics and consequences of falls in individuals using wheelchairs in long-term care settings. DESIGN Observational analysis of real-world falls in long-term care. SETTING AND PARTICIPANTS Residents using wheelchairs from 2 long-term care facilities in British Columbia, Canada (n = 32 participants, mean age = 84.7 years, 12 women). METHODS Two raters used the validated Falls Video Analysis Questionnaire, adapted from the original version, to assess the causal, behavioral, and environmental aspects of falls from wheelchairs. RESULTS A total of 58 wheelchair fall videos were identified out of 300 total videos that were collected from 2007 to 2014. Wheelchair falls were most often caused by incorrect transfer or shift of body weight (70.7%). Participants most often fell backward with 89.7% striking their pelvis. Individuals using wheelchairs had limited protective response, with only 10.3% demonstrating a step response. Improper brake position contributed to 67.2% of falls. No serious fall-related injuries were reported. CONCLUSIONS AND IMPLICATIONS The findings highlight the unique nature of falls in older adults who use wheelchairs in long-term care settings. Overall, the results of this study support clinical practice and the critical need for developing specialized fall prevention and fall detection interventions for individuals who use wheelchairs in long-term care.
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Affiliation(s)
- Makenna B Snyder
- Mobility and Falls Laboratory, Human Performance Laboratory, University of Kansas Medical Center, Kansas City, KS, USA; Department of Occupational Therapy Education, University of Kansas Medical Center, Kansas City, KS, USA
| | - Tobia Zanotto
- Mobility and Falls Laboratory, Human Performance Laboratory, University of Kansas Medical Center, Kansas City, KS, USA; Department of Occupational Therapy Education, University of Kansas Medical Center, Kansas City, KS, USA; Mobility Core, University of Kansas Center for Community Access, Rehabilitation Research, Education and Service, University of Kansas Medical Center, Kansas City, KS, USA; Landon Center on Aging, University of Kansas Medical Center, Kansas City, KS, USA
| | - Emilia Potts
- Mobility and Falls Laboratory, Human Performance Laboratory, University of Kansas Medical Center, Kansas City, KS, USA; Landon Center on Aging, University of Kansas Medical Center, Kansas City, KS, USA
| | - Jacob J Sosnoff
- Mobility and Falls Laboratory, Human Performance Laboratory, University of Kansas Medical Center, Kansas City, KS, USA; Mobility Core, University of Kansas Center for Community Access, Rehabilitation Research, Education and Service, University of Kansas Medical Center, Kansas City, KS, USA; Landon Center on Aging, University of Kansas Medical Center, Kansas City, KS, USA; Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA.
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Fasipe G, Goršič M, Rahman MH, Rammer J. Community mobility and participation assessment of manual wheelchair users: a review of current techniques and challenges. Front Hum Neurosci 2024; 17:1331395. [PMID: 38249574 PMCID: PMC10796510 DOI: 10.3389/fnhum.2023.1331395] [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: 11/01/2023] [Accepted: 12/11/2023] [Indexed: 01/23/2024] Open
Abstract
According to the World Health Organization, hundreds of individuals commence wheelchair use daily, often due to an injury such as spinal cord injury or through a condition such as a stroke. However, manual wheelchair users typically experience reductions in individual community mobility and participation. In this review, articles from 2017 to 2023 were reviewed to identify means of measuring community mobility and participation of manual wheelchair users, factors that can impact these aspects, and current rehabilitation techniques for improving them. The selected articles document current best practices utilizing self-surveys, in-clinic assessments, and remote tracking through GPS and accelerometer data, which rehabilitation specialists can apply to track their patients' community mobility and participation accurately. Furthermore, rehabilitation methods such as wheelchair training programs, brain-computer interface triggered functional electric stimulation therapy, and community-based rehabilitation programs show potential to improve the community mobility and participation of manual wheelchair users. Recommendations were made to highlight potential avenues for future research.
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Affiliation(s)
- Grace Fasipe
- Department of Biomedical Engineering, College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Maja Goršič
- Department of Biomedical Engineering, College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Mohammad Habibur Rahman
- Department of Biomedical Engineering, College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
- Department of Mechanical Engineering, College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
| | - Jacob Rammer
- Department of Biomedical Engineering, College of Engineering and Applied Science, University of Wisconsin-Milwaukee, Milwaukee, WI, United States
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Abou L, Fliflet A, Presti P, Sosnoff JJ, Mahajan HP, Frechette ML, Rice LA. Fall detection from a manual wheelchair: preliminary findings based on accelerometers using machine learning techniques. Assist Technol 2023; 35:523-531. [PMID: 36749900 DOI: 10.1080/10400435.2023.2177775] [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] [Accepted: 02/02/2023] [Indexed: 02/09/2023] Open
Abstract
Automated fall detection devices for individuals who use wheelchairs to minimize the consequences of falls are lacking. This study aimed to develop and train a fall detection algorithm to differentiate falls from wheelchair mobility activities using machine learning techniques. Thirty, healthy, ambulatory, young adults simulated falls from a wheelchair and performed other wheelchair-related mobility activities in a laboratory. Neural Network classifiers were used to train the algorithm developed based on data retrieved from accelerometers mounted at the participant's wrist, chest, and head. Results indicate excellent accuracy to differentiate between falls and wheelchair mobility activities. The sensors mounted at the wrist, chest, and head presented with an accuracy of 100%, 96.9%, and 94.8%, respectively, using data from 258 falls and 220 wheelchair mobility activities. This pilot study indicates that a fall detection algorithm developed in a laboratory setting based on fall accelerometer patterns can accurately differentiate wheelchair-related falls and wheelchair mobility activities. This algorithm should be integrated into a wrist-worn devices and tested among individuals who use a wheelchair in the community.
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Affiliation(s)
- Libak Abou
- Department of Physical Medicine & Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Alexander Fliflet
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Peter Presti
- Interactive Media Technology Center, Georgia Institute of Technology, Atlanta, Georgia, USA
| | - Jacob J Sosnoff
- Department of Physical Therapy and Rehabilitation Science, School of Health Professions, University of Kansas Medical Center, Kansas City, Kansas USA
| | - Harshal P Mahajan
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Mikaela L Frechette
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Laura A Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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Zhang X, Li J, Jin L, Zhao J, Huang Q, Song Z, Liu X, Luh DB. Design and Evaluation of the Extended FBS Model Based Gaze-Control Power Wheelchair for Individuals Facing Manual Control Challenges. SENSORS (BASEL, SWITZERLAND) 2023; 23:5571. [PMID: 37420738 PMCID: PMC10303982 DOI: 10.3390/s23125571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 07/09/2023]
Abstract
This study addresses the challenges faced by individuals with upper limb disadvantages in operating power wheelchair joysticks by utilizing the extended Function-Behavior-Structure (FBS) model to identify design requirements for an alternative wheelchair control system. A gaze-controlled wheelchair system is proposed based on design requirements from the extended FBS model and prioritized using the MosCow method. This innovative system relies on the user's natural gaze and comprises three levels: perception, decision making, and execution. The perception layer senses and acquires information from the environment, including user eye movements and driving context. The decision-making layer processes this information to determine the user's intended direction, while the execution layer controls the wheelchair's movement accordingly. The system's effectiveness was validated through indoor field testing, with an average driving drift of less than 20 cm for participates. Additionally, the user experience scale revealed overall positive user experiences and perceptions of the system's usability, ease of use, and satisfaction.
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Affiliation(s)
- Xiaochen Zhang
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
- Guangdong International Center of Advanced Design, Guangdong University of Technology, Guangzhou 510090, China
| | - Jiazhen Li
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Lingling Jin
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Jie Zhao
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Qianbo Huang
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Ziyang Song
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Xinyu Liu
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
| | - Ding-Bang Luh
- Department of Industrial Design, Guangdong University of Technology, Guangzhou 510090, China; (X.Z.)
- Guangdong International Center of Advanced Design, Guangdong University of Technology, Guangzhou 510090, China
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Peters J, Teague A, Halloran K, Sung J, Rice LA, Rice I. The influence of gender on shoulder kinematics and head-hip technique during non-level transfers in full-time wheelchair users. Clin Biomech (Bristol, Avon) 2023; 105:105969. [PMID: 37087880 DOI: 10.1016/j.clinbiomech.2023.105969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 04/11/2023] [Accepted: 04/17/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Non-level transfers are some of the most demanding tasks for manual wheelchair users. Safely performing these transfer tasks may be needed for maintaining long-term upper limb health. This cross-sectional study aimed to examine the influence of gender on the head-hip technique and lead arm kinematics during multi-height transfers in manual wheelchair users. METHODS Motion analysis was used to obtain lead-arm shoulder kinematics (flexion/extension and abduction/adduction) and trunk flexion during level, uphill, and floor-to-table transfers in full-time manual wheelchair users. FINDINGS Twelve male (N = 12) and fifteen female (N = 15) manual wheelchair users with a mean age of 23 ± 5 years and no signs of shoulder pain participated in the study. Lead-arm shoulder flexion and abduction increased as vertical displacement requirements increased during the various transfer tasks (p < 0.01). Women displaced greater trunk flexion during level transfers at approaching significant levels (p = 0.07). During uphill transfers, women displayed significantly greater trunk flexion than men (p < 0.05). INTERPRETATION Manual wheelchair users use unique kinematic requirements when using the head-hip during level and non-level transfers. Women may be at decreased risk of chronic shoulder pain due to a greater use of the head-hip technique during non-level transfers. Nonetheless, more research that integrates kinetics and strength assessments during non-level transfer biomechanical analyses is needed to better understand technical requirements of non-level transfers in manual wheelchair users.
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Affiliation(s)
- Joseph Peters
- The Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Disability Resources and Educational Services, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
| | - Alexander Teague
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Kellie Halloran
- Department of Mechanical Science and Engineering, College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Laura A Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Ian Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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12
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Asakawa T, Saeki H. Risk Factor Attitude Survey and Step of Road Detection Method About Wheelchair of Elderly Person. JOURNAL OF ROBOTICS AND MECHATRONICS 2023. [DOI: 10.20965/jrm.2023.p0171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Abstract
We propose a step-detection system to improve the safety of electric wheelchairs for the elderly. In automobile driving support systems, roads and other environments are being improved, and collision detection and avoidance for vehicles and other pedestrians are being studied and prioritized. However, in the driving environment of electric wheelchairs, it is important to deal with bumps and one-way slopes on the road. In this study, we conducted a survey on elderly people’s awareness of risk factors related to wheelchairs and categorized these risk factors. In addition, we confirmed the usefulness of the step-detecting device by conducting a driving experiment.
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Affiliation(s)
- Takashi Asakawa
- National Institute of Technology, Oshima College, 1091-1 Komatsu, Suo-Oshima, Oshima, Yamaguchi 742-2193, Japan
| | - Hidehiro Saeki
- Graduate School of Integrated Frontier Sciences, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka-city, Fukuoka 819-0395, Japan
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13
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Luo J, Gama Z, Gesang D, Liu Q, Zhu Y, Yang L, Bai D, Xiao M. Real-life experience of accepting assistive device services for Tibetans with dysfunction: A qualitative study. Int J Nurs Sci 2022; 10:104-110. [PMID: 36860713 PMCID: PMC9969061 DOI: 10.1016/j.ijnss.2022.12.005] [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: 10/02/2022] [Revised: 11/17/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022] Open
Abstract
Objective This study aimed to understand the real-life experiences of Tibetans in China with dysfunction in the process of accepting assistive device services and to provide a reference for service quality improvement and policy formulation. Methods Semi-structured personal interviews were used to collect data. Ten Tibetans with dysfunction representing three categories of different economic level areas in Lhasa, Tibet were selected to participate in the study by purposive sampling method from September to December 2021. The data were analyzed using Colaizzi's seven-step method. Results The results present three themes and seven sub-themes: identification of tangible benefits from assistive devices (enhancing self-care ability for persons with dysfunction, assisting family members with caregiving and promoting harmonious family relationships), problems and burdens (difficulty in accessing professional services and cumbersome processes, not knowing how to use it correctly, psychological burden: fear of falling and stigmatization), and needs and expectations (providing social support to reduce the cost of use, enhancing the accessibility of barrier-free facilities at the grassroots level and improving the environment for the use of assistive devices). Conclusion A proper understanding of the problems and challenges faced by Tibetans with dysfunction in the process of accepting assistive device services, focusing on the real-life experiences of people with functional impairment, and proposing targeted suggestions for improving and optimizing the user experience can provide reference and basis for future intervention studies and related policy formulation.
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Affiliation(s)
- Jun Luo
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhujizhaba Gama
- Department of Rehabilitation Medicine, Tibet Autonomous Region People’s Hospital, Tibet, China
| | - Deji Gesang
- Department of Rehabilitation Medicine, Tibet Autonomous Region People’s Hospital, Tibet, China
| | - Qing Liu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ying Zhu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Lining Yang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Dingqun Bai
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Mingzhao Xiao
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China,Corresponding author.
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14
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Van Denend T, Peterson EW, McArthur AR, Yarnot R, Kish J, Steinkellner S, Sandhu A, Rice LA. A process evaluation of an on-line fall prevention and management program for individuals who use wheelchairs or scooters living with multiple sclerosis. Front Public Health 2022; 10:1042668. [PMID: 36579061 PMCID: PMC9791181 DOI: 10.3389/fpubh.2022.1042668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022] Open
Abstract
Background Falls and resulting injury are a significant concern for individuals living with multiple sclerosis (MS) that use a wheelchair and/or scooter to support mobility. Effective fall prevention efforts are vital to support the health, wellbeing, and participation for these individuals. Aims This study reports the findings from the process evaluation conducted in association with a pilot study evaluating the efficacy of Individualized Reduction of FaLLs-Online (iROLL-O), an online, group fall prevention, and management program specifically designed for community-based people living with multiple sclerosis (pwMS) who are full-time wheelchair or scooter users. Methods A mixed-methods process evaluation was conducted, with specific attention to the impact of online delivery on intervention implementation, participant satisfaction, and mechanisms of change (MOC). Multiple data sources were utilized, including post-session and post-intervention participant and trainer feedback forms and participant qualitative interview data. Descriptive analysis was conducted using Microsoft Excel. Close-ended questions were analyzed by examining five-point Likert scale responses. Qualitative interview data was explored using thematic analysis. Results Twelve participants and three trainers (one occupational therapist and two physical therapists) contributed to the study. Online delivery did not compromise session fidelity, which averaged 95%. No significant adaptations to the intervention were made during delivery. Participant satisfaction was high at 4.6/5.0. Post-course Trainer Feedback Forms indicate trainer satisfaction with the group dynamic, ability to address unique group needs, and program content. Reach improved with online delivery as transportation barriers were removed and recruitment from a broader geographic area was enabled. Three themes reflecting key MOC emerged from the analysis: group context, motivation for participant engagement, and the multifaceted nature of the program. The COVID-19 pandemic was identified as a contextual factor impacting community participation. Both participants and trainers identified the group dynamic as a strength. The trainers valued the program's flexibility in allowing them to address individual and/or group-specific fall prevention needs. Conclusion Feedback from key stakeholders was essential to a meaningful process evaluation. Online delivery supported program implementation, including reach, and resulted in high levels of satisfaction among participants and trainers. Future iterations should aim to uphold the positive group context, recruit, and train skilled interventionists who are licensed as occupational or physical therapists and continue to provide the program's diverse approach to fall prevention and management.
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Affiliation(s)
- Toni Van Denend
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
| | - Elizabeth W. Peterson
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
| | - Amy Roder McArthur
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
- Department of Disability and Human Development, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, United States
| | - Rebecca Yarnot
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Jacqueline Kish
- Department of Occupational Therapy, University of Illinois Chicago, Chicago, IL, United States
- Department of Disability and Human Development, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, United States
| | - Sydney Steinkellner
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Arman Sandhu
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Laura A. Rice
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, United States
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15
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Van Denend T, Peterson EW, Sung J, Rice LA. Process evaluation findings of a fall prevention and management program for wheelchair and scooter users with multiple sclerosis. PEC INNOVATION 2022; 1:100081. [PMID: 37213774 PMCID: PMC10194268 DOI: 10.1016/j.pecinn.2022.100081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 08/16/2022] [Accepted: 09/01/2022] [Indexed: 05/23/2023]
Abstract
Objective To describe process evaluation findings of a clinical trial to evaluate the Individualized Reduction of Falls (iROLL) program, a 6-session, group-based intervention designed to reduce fall incidence among people living with multiple sclerosis (MS) who use a wheelchair or scooter full-time. Methods A mixed-methods process evaluation focusing on implementation and mechanisms of impact (MOI) was conducted. Both iROLL participants and trainers (licensed occupational or physical therapists) provided input. Results Seventeen iROLL participants and nine trainers participated. The overall session attendance rate was 93%. Content and logistics fidelity were 95% and 90%, respectively and average overall participant satisfaction rating was 4.7/5.0. Five MOI themes emerged: group dynamic, comprehensive nature of the program, strong program development, role of a skilled interventionist, and motivated participants. Recruitment challenged program reach. Conclusion iROLL is acceptable to the target audience, can be delivered with high fidelity and has diverse and interacting mechanisms of impact operating. Remote delivery may improve reach. Innovation Effective iROLL delivery requires trainers with strong group management skills who can also individualize material while maintaining program fidelity. Comprehensive training and on-going support of the occupational and physical therapists delivering iROLL bolsters program effectiveness. Program access may improve with online delivery.
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Affiliation(s)
- Toni Van Denend
- Department of Occupational Therapy, University of Illinois Chicago, IL, USA
| | | | - JongHun Sung
- Department of Kinesiology, College of Arts & Sports, Inha University, Incheon, South Korea
| | - Laura A. Rice
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Corresponding author at: 219 Freer Hall, 906 S. Goodwin Ave. Urbana, IL 61801, USA.
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16
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Rice LA, Yarnot R, Sung J, Sosnoff JJ, Backus D, Abou L, Shen S, Peterson EW. Pilot Study of a Fall Prevention and Management Intervention Program for People With Multiple Sclerosis Who Use a Wheelchair or Scooter Full-Time. Arch Rehabil Res Clin Transl 2022; 4:100225. [PMID: 36545518 PMCID: PMC9761259 DOI: 10.1016/j.arrct.2022.100225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objective To examine the efficacy of a fall prevention/management intervention among persons with multiple sclerosis (PwMS) who use a wheelchair (WC) or scooter full-time. Design Pre-post/follow-up trial. Setting Community and research laboratory. Participants Twenty-one PwMS who used a WC or scooter full-time, self-reported at least 1 fall/12 months, and could transfer independently or with minimal/moderate assistance (N=21). Intervention Six-week, group and community-based fall prevention and management intervention. The intervention included six 2-hour in-person weekly sessions led by a physical or occupational therapist featuring interactive group discussions, skill practice, and action planning opportunities. Main Outcome Measures Fall frequency tracked 12 weeks pre- and 24 weeks post intervention. Outcomes were assessed pre- and post intervention and 12 weeks post intervention. Measures included surveys to examine fear of falling (FOF), fall prevention/management, quality of life, community participation, and assessment of functional mobility skills. Semistructured interviews were administered post intervention to ascertain overall experiences with the program and effect on daily life. A Friedman test with signed-rank post hoc analysis was run to determine differences across the 3 study visits. Results After the intervention, fall incidence did not significantly change, but fall management strategies (P=.01-0.05), importance of community participation (P=.01), and transfer quality (P=.02) significantly improved. Moderate effect sizes were noted among concerns about falling, activity curtailment because of to FOF, and WC skills. Qualitative results indicate that participants found the intervention beneficial and applied intervention content in their daily lives. Conclusions This study is the first to describe the effect of a multicomponent fall prevention/management intervention designed specifically for PwMS who use a WC or scooter full-time. Results indicate the program has potential to reduce fall risk; however, further testing is needed to fully examine the effect of the program.
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Affiliation(s)
- Laura A. Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Champaign, IL,College of Applied Health Sciences, Center on Health, Aging, and Disability, Champaign, IL,Corresponding author Laura A. Rice, PhD, MPT, ATP, 219 Freer Hall, 906 S. Goodwin Ave, Urbana, IL 61801
| | - Rebecca Yarnot
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Champaign, IL
| | - JongHun Sung
- Department of Kinesiology, Inha University, Incheon, Korea
| | - Jacob J. Sosnoff
- Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, KS
| | - Deborah Backus
- Virginia Crawford Research Institute, Shepherd Center, Atlanta, GA
| | - Libak Abou
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Champaign, IL,Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Sa Shen
- College of Applied Health Sciences, Center on Health, Aging, and Disability, Champaign, IL
| | - Elizabeth W. Peterson
- Department of Occupational Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL
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17
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Rice LA, Peters J, Fliflet A, Sung J, Rice IM. The influence of shoulder pain and fear of falling on level and non-level transfer technique. J Spinal Cord Med 2022; 45:364-372. [PMID: 35007474 PMCID: PMC9135433 DOI: 10.1080/10790268.2021.1971922] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Level and non-level transfers are essential tasks of daily living for wheelchair users. Minimal research has examined the role of shoulder pain and fear of falling on transfer quality. The purpose of this study is to (1) examine the association between shoulder pain, fear of falling (FoF) and transfer quality and (2) explore the feasibility of assessing non-level transfers to-and-from the floor. METHODS Cross-sectional design was used to explore shoulder pain, FoF, and transfer quality in 30 manual wheelchair users (aged 18-42; 15 males). Participant demographic information (age, sex, race, disability, and years using wheelchair), Spinal Cord Injury-Fall Concern Scale (SCI-FCS), and Wheelchair User Shoulder Pain Index (WUSPI) was collected. Three types of transfers: (1) level, (2) uphill, and (3) floor-to-table were graded by a trained researcher using the Transfer Assessment Instrument (TAI) 3.0. Kruskal-Wallis test was used to determine differences in transfer quality based on condition. Spearman correlation was used to determine associations between demographic data, WUSPI, SCI-FCS, and transfer quality scores. RESULTS All participants safely completed the uphill non-level transfer; 27 safely completed the floor-to-table non-level transfer. Statistical analysis revealed no difference in TAI score across transfer conditions. Spearman correlation revealed a significant correlation between WUSPI and SCI-FCS scores (r = .68, P = .01) and WUSPI and uphill TAI scores (r = -.45, P = .01). CONCLUSION Increases in shoulder pain are related to decreased uphill transfer quality and increased FoF. Non-level transfers to-and-from the floor are feasible within clinical or laboratory settings.
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Affiliation(s)
- Laura A. Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Joseph Peters
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Alex Fliflet
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - JongHun Sung
- Department of Human Performance and Sport Studies, College of Education, Idaho State University, Pocatello, Idaho, USA
| | - Ian M. Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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18
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Foglyano KM, Lombardo LM, Schnellenberger JR, Triolo RJ. Sudden stop detection and automatic seating support with neural stimulation during manual wheelchair propulsion. J Spinal Cord Med 2022; 45:204-213. [PMID: 32795162 PMCID: PMC8986199 DOI: 10.1080/10790268.2020.1800278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Objective: Wheelchair safety is of great importance since falls from wheelchairs are prevalent and often have devastating consequences. We developed an automatic system to detect destabilizing events during wheelchair propulsion under real-world conditions and trigger neural stimulation to stiffen the trunk to maintain seated postures of users with paralysis.Design: Cross-over interventionSetting: Laboratory and community settingsParticipants: Three able-bodied subjects and three individuals with SCI with previously implanted neurostimulation systemsInterventions: An algorithm to detect wheelchair sudden stops was developed. This was used to randomly trigger trunk extensor stimulation during sudden stops eventsOutcome Measures: Algorithm success and false positive rates were determined. SCI users rated each condition on a seven-point Usability Rating Scale to indicate safety.Results: The system detected sudden stops with a success rate of over 93% in community settings. When used to trigger trunk neurostimulation to ensure stability, the implant recipients consistently reported feeling safer (P<.05 for 2/3 subjects) with the system while encountering sudden stops as indicated by a 1-3 point change in safety rating.Conclusion: These preliminary results suggest that this system could monitor wheelchair activity and only apply stabilizing neurostimulation when appropriate to maintain posture. Larger scale, unsupervised and longer-term trials at home and in the community are indicated. This system could be generalized and applied to individuals without an implanted stimulation by utilizing surface stimulation, or by actuating a mechanical restraint when necessary, thus allowing unrestricted trunk movements and only restraining the user when necessary to ensure safety.Trial Registration: NCT01474148.
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Affiliation(s)
- Kevin M. Foglyano
- Department of Veterans Affairs, Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA,Correspondence to: Kevin M. Foglyano; Louis Stokes Cleveland VA Medical Center, 10701 East Blvd, Cleveland, Ohio, USA; Ph: 216-791-3800x66020.
| | - Lisa M. Lombardo
- Department of Veterans Affairs, Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
| | - John R. Schnellenberger
- Department of Veterans Affairs, Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
| | - Ronald J. Triolo
- Department of Veterans Affairs, Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA,Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
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19
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Rice LA, Fliflet A, Frechette M, Brokenshire R, Abou L, Presti P, Mahajan H, Sosnoff J, Rogers WA. Insights on an automated fall detection device designed for older adult wheelchair and scooter users: A qualitative study. Disabil Health J 2021; 15:101207. [PMID: 34503941 DOI: 10.1016/j.dhjo.2021.101207] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/29/2021] [Accepted: 06/07/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Falls are a concern for older adults who use wheelchairs and scooters. Many wheelchair and scooter users require assistance to recover from a fall and often lie on the ground waiting for assistance for 10 min or more. An automated fall detection device may facilitate communication with care partners and expedite recovery; however, there is limited research on the specifications and features of an automated fall detection device preferred by older adults who use wheelchair and scooter. OBJECTIVE To examine the desired specifications, perceived ease of use and perceived usefulness of an automated fall detection device desired by older adults who use a wheelchair or scooter through semi-structured interviews. METHODS Fifteen full-time wheelchair and scooter users (9 females; age: 68 ± 5 years) were interviewed from July to November 2020. Interviews were transcribed, coded, and analyzed. RESULTS Preferred features include wireless charging, a watch form, ability to change the individual who is contacted in the event of a fall, and the ability to disable a notification in the event of a false alarm. Participants felt that an automated fall detection device would be useful and easy to use. CONCLUSIONS Older adults who use a wheelchair or scooter indicated the need for an automated fall detection device to facilitate recovery from a fall. Participants reported challenges with previous fall detection devices and the need for specific design requirements to facilitate ongoing use. Participants' insights inform the design of a fall detection device to maximize usability and prevent technology abandonment.
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Affiliation(s)
- Laura A Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
| | - Alexander Fliflet
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Mikaela Frechette
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Rachel Brokenshire
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Libak Abou
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Peter Presti
- Interactive Media Technology Center, Georgia Institute of Technology, Atlanta, Georgia, USA
| | - Harshal Mahajan
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jacob Sosnoff
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Wendy A Rogers
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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20
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Abou L, Fliflet A, Hawari L, Presti P, Sosnoff JJ, Mahajan HP, Frechette ML, Rice LA. Sensitivity of Apple Watch fall detection feature among wheelchair users. Assist Technol 2021; 34:619-625. [PMID: 33900885 DOI: 10.1080/10400435.2021.1923087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
A reliable fall detection device is crucial to minimize long-term consequences of falls among wheelchair users. This study examines the sensitivity of Apple Watch to detect intentional falls from a wheelchair. Twenty-five able bodied (age: 21.9 ± 2.5 years) participated in a protocol in which they intentionally fell out of a wheelchair in a laboratory setting. Each participant wore an Apple Watch Series 5 and performed 3 falls in the forward, right and left sideways, and backward directions onto a crash pad totaling 12 falls each. The Apple Watch was manually checked after each fall to determine if the device registered a fall. From 300 fall trials captured, the Apple Watch detected 14 falls showing a sensitivity of 4.7%, a false negative rate of 95.3%. Logistic regression showed that participant's height, impact force, lower limb functioning, and fall direction are parameters that may influence the ability of the Apple Watch to detect falls from a wheelchair. The Apple Watch fall detection feature presented with a very poor sensitivity to detect intentional falls from a wheelchair among able bodied young adults. Due to the high incidence and consequences of falls, a reliable fall detection device specific for wheelchair users is warranted.
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Affiliation(s)
- Libak Abou
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Alexander Fliflet
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Lina Hawari
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Peter Presti
- Interactive Media Technology Center, Georgia Institute of Technology, Atlanta, Georgia, USA
| | - Jacob J Sosnoff
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.,Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Harshal P Mahajan
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.,Center for Health, Aging and Disability, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Mikaela L Frechette
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Laura A Rice
- Department of Kinesiology and Community Health, College of Applied Health Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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21
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Fear of Falling, Community Participation, and Quality of Life Among Community-Dwelling People Who Use Wheelchairs Full Time. Arch Phys Med Rehabil 2020; 102:1140-1146. [PMID: 33347892 DOI: 10.1016/j.apmr.2020.11.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 11/15/2020] [Accepted: 11/16/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVES To examine the differences in community participation and quality of life (QOL) among individuals who use wheelchairs full time with and without fear of falling (FOF). DESIGN Cross-sectional study design. SETTING University research laboratory. PARTICIPANTS Individuals (N=85) who use a manual or power wheelchair full time who are living with various health conditions and have a history of at least 1 fall in the past 12 months (age, 45.4±15.8y; disability duration, 21.5±13.6y) were included. Forty-six (54%) were manual wheelchair users. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES To quantify FOF, participants responded (yes/no) to the question: "Are you worried or concerned that you might fall?" Community participation and QOL were indexed by the Community Participation Indicator (CPI) and the World Health Organization Quality of Life-Brief version (WHOQOL-BREF), respectively. A multivariate analysis of variance (MANOVA) was performed to examine the differences in CPI and WHOQOL-BREF scores among wheelchair users who reported FOF and no FOF. RESULTS A total of 54 participants (63.5%) reported that they were worried or concerned about falling. The MANOVA revealed significant differences in overall CPI (F2,82=4.714; P=.012; Wilks' λ=0.897) and WHOQOL-BREF (F4,63=3.32; P=.016; Wilks' λ=.826) scores. Participants who reported FOF demonstrated significantly lower CPI and WHOQOL-BREF scores compared with those who did not report FOF. CONCLUSIONS FOF and associated activity curtailment are prevalent and may be a factor influencing full time wheelchair users' community participation and QOL. Prospective research is needed to better understand how FOF influences community participation and QOL among individuals who use wheelchairs full time. Findings would support the development of interventions, specifically for individuals who use wheelchairs full time, to reduce FOF and improve community participation and QOL.
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