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Triantafyllidis A, Kondylakis H, Katehakis D, Kouroubali A, Alexiadis A, Segkouli S, Votis K, Tzovaras D. Smartwatch interventions in healthcare: A systematic review of the literature. Int J Med Inform 2024; 190:105560. [PMID: 39033723 DOI: 10.1016/j.ijmedinf.2024.105560] [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: 02/22/2024] [Revised: 06/25/2024] [Accepted: 07/16/2024] [Indexed: 07/23/2024]
Abstract
OBJECTIVE The use of smartwatches has attracted considerable interest in developing smart digital health interventions and improving health and well-being during the past few years. This work presents a systematic review of the literature on smartwatch interventions in healthcare. The main characteristics and individual health-related outcomes of smartwatch interventions within research studies are illustrated, in order to acquire evidence of their benefit and value in patient care. METHODS A literature search in the bibliographic databases of PubMed and Scopus was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, in order to identify research studies incorporating smartwatch interventions. The studies were grouped according to the intervention's target disease, main smartwatch features, study design, target age and number of participants, follow-up duration, and outcome measures. RESULTS The literature search identified 13 interventions incorporating smartwatches within research studies with people of middle and older age. The interventions targeted different conditions: cardiovascular diseases, diabetes, depression, stress and anxiety, metastatic gastrointestinal cancer and breast cancer, knee arthroplasty, chronic stroke, and allergic rhinitis. The majority of the studies (76%) were randomized controlled trials. The most used smartwatch was the Apple Watch utilized in 4 interventions (31%). Positive outcomes for smartwatch interventions concerned foot ulcer recurrence, severity of symptoms of depression, utilization of healthcare resources, lifestyle changes, functional assessment and shoulder range of motion, medication adherence, unplanned hospital readmissions, atrial fibrillation diagnosis, adherence to self-monitoring, and goal attainment for emotion regulation. Challenges in using smartwatches included frequency of charging, availability of Internet and synchronization with a mobile app, the burden of using a smartphone in addition to a patient's regular phone, and data quality. CONCLUSION The results of this review indicate the potential of smartwatches to bring positive health-related outcomes for patients. Considering the low number of studies identified in this review along with their moderate quality, we implore the research community to carry out additional studies in intervention settings to show the utility of smartwatches in clinical contexts.
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Affiliation(s)
- Andreas Triantafyllidis
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece.
| | - Haridimos Kondylakis
- Institute of Computer Science, Foundation for Research and Technology Hellas, Heraklion, Greece
| | - Dimitrios Katehakis
- Institute of Computer Science, Foundation for Research and Technology Hellas, Heraklion, Greece
| | - Angelina Kouroubali
- Institute of Computer Science, Foundation for Research and Technology Hellas, Heraklion, Greece
| | - Anastasios Alexiadis
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Sofia Segkouli
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Konstantinos Votis
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Dimitrios Tzovaras
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
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Van Stee SK, Yang Q, Falcone M. Health Behavior Change Interventions Using Mobile Phones: A Meta-Analysis. HEALTH COMMUNICATION 2024:1-23. [PMID: 39206617 DOI: 10.1080/10410236.2024.2393005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
The technological capabilities of mobile phones have made them a useful tool for delivering interventions, but additional research is needed to determine the mechanisms underlying the comparative effectiveness of mobile health interventions. This meta-analysis analyzes the relative effectiveness of mobile phone-based health interventions relative to comparison/control groups (e.g., eHealth interventions, standard of care, etc.), the utility of the theory of planned behavior in mobile phone-based health interventions, and the roles of various moderators. One hundred eighteen studies met inclusion criteria and contributed to an overall effect size of d = 0.27 (95% CI [.22, .32]). Findings indicate that mobile phone-based health interventions are significantly more effective than comparison/control conditions at improving health behaviors. Additionally, perceived behavioral control was a significant moderator providing some support for the usefulness of theory of planned behavior in mobile phone-based health interventions.
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Affiliation(s)
| | - Qinghua Yang
- Department of Communication Studies, Texas Christian University
| | - Maureen Falcone
- Department of Patient Care Services, Veterans Administration St. Louis Health Care System
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Morgan SP, Lengacher CA, Seo Y. A Systematic Review of Breathing Exercise Interventions: An Integrative Complementary Approach for Anxiety and Stress in Adult Populations. J Holist Nurs 2024:8980101241273860. [PMID: 39150318 DOI: 10.1177/08980101241273860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Aim: Nurses are well-qualified to deliver integrative complementary therapy interventions, a holistic approach to assist individuals experiencing anxiety and stress. Self-regulated, controlled breathing exercises (a clinical approach) are reported to decrease anxiety and increase stress tolerance. The aim of this systematic review was to evaluate the effectiveness of breathing exercise interventions on the psychological and physiologic outcomes of anxiety and stress among adults and assess the state of the science in the post-COVID-19 population. Methods: A systematic review was conducted, and four scientific databases were searched: PubMed, CINAHL, EMBASE, and Web of Science. Inclusion criteria included: (1) peer-reviewed studies, (2) adults over 18, (3) breathing exercise interventions, and (4) anxiety or stress as outcomes. Results: Out of 309 studies identified, 19 were included. Twelve reported significant improvements in anxiety and nine reported significant improvements in stress following varying breathing exercise interventions (p < .05). No adverse events were reported. Conclusions: Breathing exercises were found to be effective in reducing anxiety and stress in adults, however, there continues to be limited evidence that includes large randomized controlled trials. Breathing exercises are a holistic care approach that can be safely implemented by nurses to decrease symptomatology among adults, including the post-COVID population.
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Affiliation(s)
- Sandra P Morgan
- College of Nursing, University of South Florida, Tampa, FL, USA
| | | | - Yaewon Seo
- College of Nursing and Health Innovation, University of Texas at Arlington, Arlington, TX, USA
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Maqsood R, Schofield S, Bennett AN, Khattab A, Bull AMJ, Fear NT, Boos CJ. Exploratory analysis of spontaneous versus paced breathing on heart rate variability in veterans with combat-related traumatic injury. PM R 2024. [PMID: 38634349 DOI: 10.1002/pmrj.13164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 01/02/2024] [Accepted: 02/06/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Respiration is a crucial determinant of autonomic balance and heart rate variability (HRV). The comparative effect of spontaneous versus paced breathing on HRV has been almost exclusively explored in healthy adults and never been investigated in an injured military cohort. OBJECTIVE To examine the effect of spontaneous versus paced breathing on HRV in veterans with combat-related traumatic injury (CRTI). DESIGN Observational cohort study. SETTING ArmeD serVices trAuma rehabilitatioN outComE (ADVANCE) study, Stanford Hall, UK. PARTICIPANTS The sample consisted of 100 randomly selected participants who sustained CRTI (eg, amputation) during their deployment (Afghanistan 2003-2014) and were recruited into the ongoing ADVANCE prospective cohort study. INTERVENTION Not applicable. MAIN OUTCOME MEASURE HRV was recorded using a single-lead ECG. HRV data were acquired during a sequential protocol of 5-minute spontaneous breathing followed immediately by 5 minutes of paced breathing (six cycles/minute) among fully rested and supine participants. HRV was reported using time domain (root mean square of successive differences), frequency domain (low frequency and high frequency) and nonlinear (sample entropy) measures. The agreement between HRV during spontaneous versus paced breathing was examined using the Bland-Altman analysis. RESULTS The mean age of participants was 36.5 ± 4.6 years. Resting respiratory rate was significantly higher with spontaneous versus paced breathing (13.4 ± 3.4 vs. 7.6 ± 2.0 breaths/minute; p < .001), respectively. Resting mean heart rate and root mean square of successive differences were significantly higher with paced breathing than spontaneous breathing (p < .001). Paced breathing significantly increased median low frequency power than spontaneous breathing (p < .001). No significant difference was found in the absolute power of high frequency between the two breathing protocols. The Bland-Altman analysis revealed poor agreement between HRV values during spontaneous and paced breathing conditions with wide limits of agreement. CONCLUSION Slow-paced breathing leads to higher HRV than spontaneous breathing and could overestimate resting "natural-state" HRV.
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Affiliation(s)
- Rabeea Maqsood
- Department of Medical Sciences and Public Health, Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
| | - Susie Schofield
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
| | - Alexander N Bennett
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
- Academic Department of Military Rehabilitation, Defence Medical Rehabilitation Centre, Stanford Hall Estate, Loughborough, UK
| | - Ahmed Khattab
- Department of Medical Sciences and Public Health, Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK
| | - Anthony M J Bull
- Centre for Blast Injury Studies, Department of Bioengineering, Imperial College London, London, UK
| | - Nicola T Fear
- The Academic Department of Military Mental Health, King's College London, London, UK
| | - Christopher J Boos
- Department of Medical Sciences and Public Health, Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK
- Department of Cardiology, University Hospitals Dorset, Poole Hospital, Poole, UK
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Fuhrmann LM, Weisel KK, Harrer M, Kulke JK, Baumeister H, Cuijpers P, Ebert DD, Berking M. Additive effects of adjunctive app-based interventions for mental disorders - A systematic review and meta-analysis of randomised controlled trials. Internet Interv 2024; 35:100703. [PMID: 38225971 PMCID: PMC10788289 DOI: 10.1016/j.invent.2023.100703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 12/11/2023] [Accepted: 12/17/2023] [Indexed: 01/17/2024] Open
Abstract
Background It is uncertain whether app-based interventions add value to existing mental health care. Objective To examine the incremental effects of app-based interventions when used as adjunct to mental health interventions. Methods We searched PubMed, PsycINFO, Scopus, Web of Science, and Cochrane Library databases on September 15th, 2023, for randomised controlled trials (RCTs) on mental health interventions with an adjunct app-based intervention compared to the same intervention-only arm for adults with mental disorders or respective clinically relevant symptomatology. We conducted meta-analyses on symptoms of different mental disorders at postintervention. PROSPERO, CRD42018098545. Results We identified 46 RCTs (4869 participants). Thirty-two adjunctive app-based interventions passively or actively monitored symptoms and behaviour, and in 13 interventions, the monitored data were sent to a therapist. We found additive effects on symptoms of depression (g = 0.17; 95 % CI 0.02 to 0.33; k = 7 comparisons), anxiety (g = 0.80; 95 % CI 0.06 to 1.54; k = 3), mania (g = 0.2; 95 % CI 0.02 to 0.38; k = 4), smoking cessation (g = 0.43; 95 % CI 0.29 to 0.58; k = 10), and alcohol use (g = 0.23; 95 % CI 0.08 to 0.39; k = 7). No significant effects were found on symptoms of depression within a bipolar disorder (g = -0.07; 95 % CI -0.37 to 0.23, k = 4) and eating disorders (g = -0.02; 95 % CI -0.44 to 0.4, k = 3). Studies on depression, mania, smoking, and alcohol use had a low heterogeneity between the trials. For other mental disorders, only single studies were identified. Only ten studies had a low risk of bias, and 25 studies reported insufficient statistical power. Discussion App-based interventions may be used to enhance mental health interventions to further reduce symptoms of depression, anxiety, mania, smoking, and alcohol use. However, the effects were small, except for anxiety, and limited due to study quality. Further high-quality research with larger sample sizes is warranted to better understand how app-based interventions can be most effectively combined with established interventions to improve outcomes.
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Affiliation(s)
- Lukas M. Fuhrmann
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Kiona K. Weisel
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Mathias Harrer
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
- Department of Psychology and Digital Mental Health Care, Technical University Munich, Munich, Germany
| | - Jennifer K. Kulke
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
- Department of Psychology and Digital Mental Health Care, Technical University Munich, Munich, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, University of Ulm, Ulm, Germany
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, Amsterdam, the Netherlands
| | - David D. Ebert
- Department of Psychology and Digital Mental Health Care, Technical University Munich, Munich, Germany
| | - Matthias Berking
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
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Tracey AJ, Bateman AG, Baez SE, Covassin T. Effectiveness of interventions for the improvement of mental health and well-being post-concussion: a systematic review. Brain Inj 2023; 37:1135-1158. [PMID: 37256279 DOI: 10.1080/02699052.2023.2219901] [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: 11/27/2022] [Revised: 04/28/2023] [Accepted: 05/26/2023] [Indexed: 06/01/2023]
Abstract
OBJECTIVE To identify and assess the effectiveness and quality of interventions targeted at improving mental health, well-being, and psychosocial impairments post-concussion. DATA SOURCES EBSCOHost, SPORTSDiscus, PsychINFO, Medline (Web of Science), PubMed, and Embase databases. REVIEW METHODS This systematic review is reported in accordance with the preferred reporting items for systematic reviews and meta-analyses (PRISMA) statement in exercise, rehabilitation, sport medicine and sports science (PERSiST). Articles were included if they: (1) were randomized controlled trials or repeated measures pre-posttest study designs, (2) reported mild traumatic brain injury (mTBI) or concussion injury, and (3) evaluated interventions targeting mental health, well-being, and psychosocial impairments post-injury. RESULTS Twenty-three studies were included which evaluated interventions targeting mental health, well-being, and psychosocial impairments post-concussion. Interventions included cognitive rehabilitation (n = 7), psychotherapy (n = 7), psychoeducational (n = 3), neurocognitive training (n = 4), neurocognitive training combined with cognitive rehabilitation (n = 1), and psychotherapy combined with cognitive rehabilitation (n = 1). The seven (100%) cognitive rehabilitation intervention studies and four of the five (80%) neurocognitive training intervention studies observed significant improvements in mental health and well-being outcomes. CONCLUSIONS Cognitive rehabilitation and neurocognitive training may be the most effective interventions for mental health and well-being impairments post-concussion. Researchers and clinicians should continue to explore the effectiveness of these interventions, specifically in populations most impacted by concussion (i.e. athletes).
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Affiliation(s)
- Allie J Tracey
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - André G Bateman
- Department of Sociology, Psychology and Social Work, The University of the West Indies, Kingston, Jamaica
| | - Shelby E Baez
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
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Gartell R, Morris J, Wallace T. Feasibility of Using a Mobile App Supported Executive Function Intervention in Military Service Members and Veterans with mTBI and Co-Occurring Psychological Conditions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2457. [PMID: 36767823 PMCID: PMC9915093 DOI: 10.3390/ijerph20032457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/24/2023] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
This pilot study assessed the feasibility of using SwapMyMood, a smartphone application supporting evidence-based strategies for emotion regulation and problem-solving as a supplement to conventional care for military service members and veterans (SM/Vs) experiencing chronic symptoms of mild traumatic brain injury (mTBI) and co-occurring psychological conditions. Eight military SM/Vs were recruited from an intensive outpatient program. Participants were block randomized to an experimental group (conventional care plus use of the SwapMyMood app) or a conventional care only group for six weeks. Conventional care included instruction on problem-solving and emotion regulation strategies using traditional paper manuals and protocols. Effects on the knowledge and use of strategies and related goal attainment were measured. Patient-reported outcomes were measured via several validated problem-solving and emotion regulation scales. No differences were found between groups in goal attainment, global executive function, problem-solving, emotion regulation, and knowledge of how to use the problem-solving and emotion regulation strategies targeted. Experimental group participants rated the application positively, demonstrating feasibility of integration of the app into clinical care. The implementation of SwapMyMood is feasible in a clinical setting. SwapMyMood may be a clinically effective supplemental tool for supporting executive function in SM/Vs with mTBI and co-occurring psychological conditions.
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Affiliation(s)
- Rebecca Gartell
- SHARE Military Initiative, Shepherd Center, Atlanta, GA 30309, USA
| | - John Morris
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA 30309, USA
| | - Tracey Wallace
- SHARE Military Initiative, Shepherd Center, Atlanta, GA 30309, USA
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA 30309, USA
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Hendryckx C, Nalder E, Drake E, Leclaire É, Pituch E, Gouin-Vallerand C, Wang RH, Poulin V, Paquet V, Bottari C. Managing challenging behaviours in adults with traumatic brain injury: A scoping review of technology-based interventions. J Rehabil Assist Technol Eng 2023; 10:20556683231191975. [PMID: 37614442 PMCID: PMC10443634 DOI: 10.1177/20556683231191975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2023] Open
Abstract
Challenging behaviours are one of the most serious sequelae after a traumatic brain injury (TBI). These chronic behaviours must be managed to reduce the associated burden for caregivers, and people with TBI. Though technology-based interventions have shown potential for managing challenging behaviours, no review has synthesised evidence of technology aided behaviour management in the TBI population. The objective of this scoping review was to explore what technology-based interventions are being used to manage challenging behaviours in people with TBI. Two independent reviewers analysed 3505 studies conducted between 2000 and 2023. Studies were selected from five databases using search strategies developed in collaboration with a university librarian. Sixteen studies were selected. Most studies used biofeedback and mobile applications, primarily targeting emotional dysregulation. These technologies were tested in a variety of settings. Two interventions involved both people with TBI and their family caregivers. This review found that technology-based interventions have the potential to support behavioural management, though research and technology development is at an early stage. Future research is needed to further develop technology-based interventions that target diverse challenging behaviours, and to document their effectiveness and acceptability for use by people with TBI and their families.
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Affiliation(s)
- Charlotte Hendryckx
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Institut Universitaire sur la Réadaptation en déficience Physique de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, QC, Canada
- Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Cœur de Montréal, Research Center from CIUSSS du Nord-de-l’Île-de-Montréal, Montreal, QC, Canada
- Department Of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Emily Nalder
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Emma Drake
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Éliane Leclaire
- Department Of Psychology, Université de Montréal, Montreal, QC, Canada
| | - Evelina Pituch
- Department of Health and Society, University of Toronto Scarborough, Toronto, ON, Canada
| | - Charles Gouin-Vallerand
- Centre de Recherche Createch sur les Organisations Intelligentes, Université de Sherbrooke, Sherbrooke, QC, Canada
- DOMUS Laboratory, Université de Sherbrooke, Sherbrooke, QC, Canada
- University of Sherbrooke, Sherbrooke, QC, Canada
| | - Rosalie H Wang
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON, Canada
| | - Valérie Poulin
- Department Of Occupational therapy, Université du Québec à Trois-Rivières, Trois-Rivieres, QC, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), CIUSSS de la Capitale-Nationale, QC, Canada
| | - Virginie Paquet
- Bibliothèque Marguerite-D’Youville, Université de Montréal, Montréal, QC, Canada
| | - Carolina Bottari
- Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Institut Universitaire sur la Réadaptation en déficience Physique de Montréal, CIUSSS du Centre-Sud-de-l’Île-de-Montréal, Montreal, QC, Canada
- Occupational Therapy Program, School of Rehabilitation, Université de Montréal, Montréal, QC, Canada
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