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Phillips R, Hilton C, Sousa Filho LF, Farlie M, Morrissey D, Malliaras P. Behaviour change and rehabilitation adherence in adults with tendinopathy: a scoping review. Disabil Rehabil 2024; 46:6021-6033. [PMID: 38420953 DOI: 10.1080/09638288.2024.2320832] [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: 10/30/2023] [Revised: 02/08/2024] [Accepted: 02/14/2024] [Indexed: 03/02/2024]
Abstract
PURPOSE This scoping review aimed to identify behaviour change strategies influencing rehabilitation adherence in adults with tendinopathy, a common musculoskeletal condition requiring prolonged rehabilitation with poor adherence and variable outcomes. METHODS Following the Joanna Briggs Institute (JBI) methodology, seven databases were searched until April 2023. Records included reviews, intervention, and qualitative studies published in English. Behaviour change strategies were deductively coded and mapped to the capability, opportunity, and motivation model of behaviour (COM-B). RESULTS Eighty-six articles were retained. The primary behaviour change strategies in tendinopathy rehabilitation reports addressed Psychological Capability; from knowledge through education, instruction, and self-monitoring using exercise diaries. Also, Social Opportunity involves demonstration and monitoring of rehabilitation behaviour, and Physical Opportunity focuses on time-efficient programs with access to equipment and health professionals. Few reports addressed Automatic Motivation (positive reinforcement and habit formation). Barriers identified in the reports were Reflective Motivation (negative beliefs and fears), Physical Opportunity (time-constraints), and Physical Capability (pain and comorbidities). CONCLUSIONS Further research should explore the impact of education on beliefs, fears, and pain-management, as well as the effectiveness of teaching habit formation for improved time-management. Implementing these behaviour change strategies may enhance tendinopathy rehabilitation adherence, improving clinical trial efficacy, guiding clinical practice, and impacting patient outcomes.
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Affiliation(s)
- Rebecca Phillips
- Physiotherapy Department, Monash University, Melbourne, Australia
| | | | | | - Melanie Farlie
- Physiotherapy Department, Monash University, Melbourne, Australia
| | - Dylan Morrissey
- Physiotherapy Department, Barts Health NHS Trust, London, UK
- Sport and Exercise Medicine, Queen Mary University of London, London, UK
| | - Peter Malliaras
- Physiotherapy Department, Monash University, Melbourne, Australia
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Weatherly S, McKenna T, Wahba S, Friedman A, Goltry W, Wahid T, Abourahma H, Lee K, Rehman A, Odeh A, Costin J. Effectiveness of Digital Health Interventions (DHI) in Chronic Pain Management: A Scoping Review of Current Evidence and Emerging Trends. Cureus 2024; 16:e72562. [PMID: 39610577 PMCID: PMC11602419 DOI: 10.7759/cureus.72562] [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: 09/26/2024] [Accepted: 10/28/2024] [Indexed: 11/30/2024] Open
Abstract
This review aims to address the impact of digital health interventions (DHIs) on chronic pain management, specifically, mHealth, eHealth, wearable devices, virtual reality (VR), and artificial intelligence. The following study identifies and assesses DHIs' efficacy in specific chronic pain conditions and then extrapolates improved outcomes and patient groups that benefit from their use. Using a systematic methodology, this review synthesizes findings that could improve knowledge for patients and practitioners in chronic pain management while also addressing gaps in understanding the impact of DHIs. Sub-questions guide the identification of gaps and recommendations assessing DHIs' effectiveness for pain reduction and improved quality of life. A systematic search across databases (EMBASE, Ovid MEDLINE, CINAHL, Web of Sciences, Cochrane Central) targets original, English-language, peer-reviewed studies (2013-2023). The inclusion criteria cover DHIs in chronic pain management for adults age 18+, excluding non-full texts, reviews, opinion pieces, or unrelated articles. Search terms include "chronic pain management" OR "long-term pain relief strategies" OR "sustained pain alleviation" OR "pain control for chronic conditions" OR "chronic pain" AND "ehealth interventions" OR "mobile health interventions" OR "digital therapy" OR "health informatic solutions" OR "digital health intervention." After applying inclusion criteria, 34 articles from 11 countries are included, with studies conducted primarily in the United States (n = 17), United Kingdom (n = 4), and Australia (n = 3). DHIs are emerging as effective tools in pain management, as they can emphasize patient autonomy and communication with clinicians while enabling medical self-management in diverse populations. These various digital interventions show promise in reducing pharmaceutical usage and deferring surgical procedures, with most studies reporting positive outcomes in pain reduction. DHIs were also associated with positive mental health outcomes; however, some studies found no significant improvement. Additionally, interventions targeting pain catastrophizing showed varied results, with some app-based approaches demonstrating promise. Overall, the review underscores the potential of DHIs in improving chronic pain management outcomes.
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Affiliation(s)
- Shannon Weatherly
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Tara McKenna
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Simon Wahba
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Arielle Friedman
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Wesley Goltry
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Talha Wahid
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Hussein Abourahma
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Kenneth Lee
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Ahmed Rehman
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Ali Odeh
- Dr. Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
| | - Joshua Costin
- Department of Medical Education, Dr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA
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McLaughlin KH, Levy JF, Fritz JM, Skolasky RL. Trends in Telerehabilitation Utilization in the United States 2020-2021. Arch Phys Med Rehabil 2024; 105:1299-1304. [PMID: 38452882 DOI: 10.1016/j.apmr.2024.02.728] [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: 07/18/2023] [Revised: 12/04/2023] [Accepted: 02/21/2024] [Indexed: 03/09/2024]
Abstract
OBJECTIVE To examine telerehabilitation utilization in the United States (US) during the first 2 years of the pandemic. DESIGN We performed a retrospective analysis of outpatient insurance claims from the IBM MarketScan Commercial Claims and Encounters Database to identify the number and proportion of patients using telerehabilitation from 2020 to 2021. Telerehabilitation was identified based on the presence of specific code modifiers and place of service. SETTING Retrospective claims analysis. PARTICIPANTS Individuals living in the United States with employer-sponsored insurance plans using outpatient physical or occupational therapy (PT/OT) (N=2,007,524). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Number and proportion of outpatient PT/OT visits completed via telerehabilitation. RESULTS We identified 21,026,608 PT/OT visits among 2,007,524 patients. Overall, 49,974 (2.5%) patients received ≥1 telerehabilitation visit during the specified timeframe. We observed trends in utilization over time, with utilization peaking in April 2020 when 10.9% of all PT/OT visits were conducted by telerehabilitation. We also observed geographic trends with lower rates of utilization identified in rural areas. State-by-state utilization rates ranged from 10.4% (California) to 0.3% (Wyoming). CONCLUSION Telerehabilitation may be underutilized as a means of improving access to PT/OT, especially in rural areas of the country. Further research is needed to examine contributing factors to low observed utilization rates, such as provider and patient perceptions of telerehabilitation.
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Affiliation(s)
- Kevin H McLaughlin
- Department of Physical Medicine & Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD.
| | - Joseph F Levy
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Julie M Fritz
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah
| | - Richard L Skolasky
- Department of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
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Maenhout A, Heijenk W, Glashouwer P, Quatacker L, Praet L, Borms D. Effect of a Novel Training Program in Patients With Chronic Shoulder Pain Based on Implicit Motor Learning: Pilot and Feasibility Study. Int J Sports Phys Ther 2024; 19:1503-1515. [PMID: 38179585 PMCID: PMC10761605 DOI: 10.26603/001c.90284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 10/30/2023] [Indexed: 01/06/2024] Open
Abstract
Background Implicit motor learning has been shown to be effective for learning sports-related motor skills. It facilitates automaticity of movements and thereby improves performance in multitasking and high-pressure environments. Motor learning to develop motor skills and neuroplastic capacities is not sufficiently incorporated in musculoskeletal rehabilitation. Especially in patients with chronic pain conditions like shoulder pain this approach might benefit over traditional exercise programs. Purpose/hypothesis The aim of this study was to investigate the feasibility and clinical outcome of a new implicit motor learning exercise program in a group of patients with chronic shoulder pain. Study design Pilot and feasibility cohort study. Methods Twenty-six patients with chronic shoulder pain performed a 6-week home exercise program with weekly remote follow up by a physiotherapist. The program comprised five exercises designed to challenge overall body balance, simultaneously engaging the upper limbs in a range of reaching tasks. The tasks included reaching above the head, at and below waist level, in various directions. No instructions on correct performance were provided to foster external focus. Feasibility was assessed by (1) recruitment rate, (2) follow up rate, (3) subjective experience, (4) self-reported adverse events and (5) self-reported adherence of subjects. Clinical effects of the program were assessed with (1) the Shoulder Pain and Disability Index (SPADI), (2) the Auto-Constant score, (3) the numeric rating scale (NRS) at rest and at night, (4) the patient specific functional scale (PSFS), (5) the avoidance endurance questionnaire (AEQ), (6) patient acceptable symptom state (PASS) and (7) a global rating of change (GROC). Results The study protocol was feasible in terms of follow up rate (16w for 28 patients), exercise adherence (77.1%± 29.41), and adverse events (no serious, 5 light adverse events). Statistically significant improvements were observed for SPADI (p<0.001), NRS at rest (p=0.033), at night (p=0.29), PSFS (p<0.001) and PASS (p<0.001) after only six weeks training. Conclusion This study reveals promising results of another way of looking at exercise for patients with chronic shoulder pain. Both feasibility and clinical effects of the program on pain and function was acceptable. Future studies should incorporate a control group, provide longer follow up and include objective measurements. Level of evidence 2b.
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Wörner T, Sirard P, Nero H, Hörder H, Misini Ignjatovic M, Eek F. Changes in pain and disability in patients with shoulder pain after three months of digitally delivered exercise and patient education. J Rehabil Med 2023; 55:jrm9415. [PMID: 38835146 PMCID: PMC10658804 DOI: 10.2340/jrm.v55.9415] [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: 02/07/2023] [Accepted: 10/09/2023] [Indexed: 06/06/2024] Open
Abstract
OBJECTIVE To describe and examine potential predictors of changes in pain and disability in patients with shoulder pain who have completed 3 months of digitally delivered treatment comprising exercise and patient education. DESIGN Retrospective cohort study (clinicaltrials.org Nr: NCT05402514). SUBJECTS Patients with shoulder pain who completed treatment (n = 682). METHODS Primary outcome was change in shoulder pain (numerical rating scale 0-10; minimal clinical important change: at least 2 points). Pain and disability were reported on the Shoulder Pain and Disability Index. Changes in outcomes were analysed with paired sample t-tests. Association with potential predictors (sex, age, education, body mass index, physical activity, symptom duration, baseline pain/function, and treatment adherence) were explored with linear regression models Results: Statistically significant improvements were found for all treatment outcomes. Minimal clinically important change in pain was reached by 54.5% (n = 372). Higher baseline level of symptoms, short symptom duration, and high treatment adherence were associated with greater changes. CONCLUSION Patients with shoulder pain reported significant reductions in pain and disability following treatment, but the clinical relevance of the improvements has not been confirmed. Satisfactory treatment adherence, higher baseline pain and shorter symptom duration predicted larger improvements. A control group is needed to evaluate the actual effect of the treatment.
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Affiliation(s)
- Tobias Wörner
- Department of Health Sciences, Lund University, Lund, Sweden.
| | | | - Håkan Nero
- Department of Clinical Sciences, Orthopedics, Lund University, Lund, Sweden
| | - Helena Hörder
- Department of Clinical Sciences, Orthopedics, Lund University, Lund, Sweden
| | | | - Frida Eek
- Department of Health Sciences, Lund University, Lund, Sweden
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Pak SS, Janela D, Freitas N, Costa F, Moulder R, Molinos M, Areias AC, Bento V, Cohen SP, Yanamadala V, Souza RB, Correia FD. Comparing Digital to Conventional Physical Therapy for Chronic Shoulder Pain: Randomized Controlled Trial. J Med Internet Res 2023; 25:e49236. [PMID: 37490337 PMCID: PMC10474513 DOI: 10.2196/49236] [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: 05/22/2023] [Revised: 06/27/2023] [Accepted: 07/25/2023] [Indexed: 07/27/2023] Open
Abstract
BACKGROUND Chronic shoulder pain (CSP) is a common condition with various etiologies, including rotator cuff disorders, adhesive capsulitis, shoulder instability, and shoulder arthritis. It is associated with substantial disability and psychological distress, resulting in poor productivity and quality of life. Physical therapy constitutes the mainstay treatment for CSP, but several barriers exist in accessing care. In recent years, telerehabilitation has gained momentum as a potential solution to overcome such barriers. It has shown numerous benefits, including improving access and convenience, promoting patient adherence, and reducing costs. However, to date, no previous randomized controlled trial has compared fully remote digital physical therapy to in-person rehabilitation for nonoperative CSP. OBJECTIVE The aim of this study is to compare clinical outcomes between digital physical therapy and conventional in-person physical therapy in patients with CSP. METHODS We conducted a single-center, parallel-group, randomized controlled trial involving 82 patients with CSP referred for outpatient physical therapy. Participants were randomized into digital or conventional physical therapy (8-week interventions). The digital intervention consisted of home exercise, education, and cognitive behavioral therapy (CBT), using a device with movement digitalization for biofeedback and asynchronous physical therapist monitoring through a cloud-based portal. The conventional group received in-person physical therapy, including exercises, manual therapy, education, and CBT. The primary outcome was the change (baseline to 8 weeks) in function and symptoms using the short-form of Disabilities of the Arm, Shoulder, and Hand questionnaire. Secondary outcome measures included self-reported pain, surgery intent, analgesic intake, mental health, engagement, and satisfaction. All questionnaires were delivered electronically. RESULTS A total of 90 participants were randomized into digital or conventional physical therapy, with 82 receiving the allocated intervention. Both groups experienced significant improvements in function measured by the short-form of the Disabilities of the Arm, Shoulder, and Hand questionnaire, with no differences between groups (-1.8, 95% CI -13.5 to 9.8; P=.75). For secondary outcomes, no differences were observed in surgery intent, analgesic intake, and mental health or worst pain. Higher reductions were observed in average and least pain in the conventional group, which, given the small effect sizes (least pain 0.15 and average pain 0.16), are unlikely to be clinically meaningful. High adherence and satisfaction were observed in both groups, with no adverse events. CONCLUSIONS This study shows that fully remote digital programs can be viable care delivery models for CSP given their scalability and effectiveness, assessed through comparison with high-dosage in-person rehabilitation. TRIAL REGISTRATION ClinicalTrials.gov (NCT04636528); https://clinicaltrials.gov/study/NCT04636528.
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Affiliation(s)
- Sang S Pak
- Department of Physical Therapy and Rehabilitation, University of California San Francisco, San Francisco, CA, United States
| | | | - Nina Freitas
- Department of Physical Therapy and Rehabilitation, University of California San Francisco, San Francisco, CA, United States
| | | | - Robert Moulder
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
| | | | | | | | - Steven P Cohen
- Department of Physical Medicine & Rehabilitation, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Anesthesiology and Physical Medicine and Rehabilitation and Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | | | - Richard B Souza
- Department of Physical Therapy and Rehabilitation, University of California San Francisco, San Francisco, CA, United States
| | - Fernando Dias Correia
- Sword Health Inc, Draper, UT, United States
- Department of Neurology, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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Areias AC, Janela D, Molinos M, Moulder RG, Bento V, Yanamadala V, Cohen SP, Correia FD, Costa F. Managing Musculoskeletal Pain in Older Adults Through a Digital Care Solution: Secondary Analysis of a Prospective Clinical Study. JMIR Rehabil Assist Technol 2023; 10:e49673. [PMID: 37465960 PMCID: PMC10466151 DOI: 10.2196/49673] [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: 06/05/2023] [Revised: 07/18/2023] [Accepted: 07/19/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND Aging is closely associated with an increased prevalence of musculoskeletal conditions. Digital musculoskeletal care interventions emerged to deliver timely and proper rehabilitation; however, older adults frequently face specific barriers and concerns with digital care programs (DCPs). OBJECTIVE This study aims to investigate whether known barriers and concerns of older adults impacted their participation in or engagement with a DCP or the observed clinical outcomes in comparison with younger individuals. METHODS We conducted a secondary analysis of a single-arm investigation assessing the recovery of patients with musculoskeletal conditions following a DCP for up to 12 weeks. Patients were categorized according to age: ≤44 years old (young adults), 45-64 years old (middle-aged adults), and ≥65 years old (older adults). DCP access and engagement were evaluated by assessing starting proportions, completion rates, ability to perform exercises autonomously, assistance requests, communication with their physical therapist, and program satisfaction. Clinical outcomes included change between baseline and program end for pain (including response rate to a minimal clinically important difference of 30%), analgesic usage, mental health, work productivity, and non-work-related activity impairment. RESULTS Of 16,229 patients, 12,082 started the program: 38.3% (n=4629) were young adults, 55.7% (n=6726) were middle-aged adults, and 6% (n=727) were older adults. Older patients were more likely to start the intervention and to complete the program compared to young adults (odds ratio [OR] 1.72, 95% CI 1.45-2.06; P<.001 and OR 2.40, 95% CI 1.97-2.92; P<.001, respectively) and middle-aged adults (OR 1.22, 95% CI 1.03-1.45; P=.03 and OR 1.38, 95% CI 1.14-1.68; P=.001, respectively). Whereas older patients requested more technical assistance and exhibited a slower learning curve in exercise performance, their engagement was higher, as reflected by higher adherence to both exercise and education pieces. Older patients interacted more with the physical therapist (mean 12.6, SD 18.4 vs mean 10.7, SD 14.7 of young adults) and showed higher satisfaction scores (mean 8.7, SD 1.9). Significant improvements were observed in all clinical outcomes and were similar between groups, including pain response rates (young adults: 949/1516, 62.6%; middle-aged adults: 1848/2834, 65.2%; and older adults: 241/387, 62.3%; P=.17). CONCLUSIONS Older adults showed high adherence, engagement, and satisfaction with the DCP, which were greater than in their younger counterparts, together with significant clinical improvements in all studied outcomes. This suggests DCPs can successfully address and overcome some of the barriers surrounding the participation and adequacy of digital models in the older adult population.
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Affiliation(s)
| | - Dora Janela
- Sword Health, Inc, Draper, UT, United States
| | | | - Robert G Moulder
- Sword Health, Inc, Draper, UT, United States
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
| | | | - Vijay Yanamadala
- Sword Health, Inc, Draper, UT, United States
- Department of Surgery, Frank H Netter School of Medicine, Quinnipiac University, Hamden, CT, United States
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, United States
| | - Steven P Cohen
- Departments of Anesthesiology & Critical Care Medicine, Physical Medicine and Rehabilitation, Neurology, and Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Departments of Anesthesiology and Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Fernando Dias Correia
- Sword Health, Inc, Draper, UT, United States
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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Scheer J, Areias AC, Molinos M, Janela D, Moulder R, Lains J, Bento V, Yanamadala V, Dias Correia F, Costa F. Engagement and Utilization of a Complete Remote Digital Care Program for Musculoskeletal Pain Management in Urban and Rural Areas Across the United States: Longitudinal Cohort Study. JMIR Mhealth Uhealth 2023; 11:e44316. [PMID: 36735933 PMCID: PMC10132051 DOI: 10.2196/44316] [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] [Revised: 01/12/2023] [Accepted: 02/02/2023] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Musculoskeletal (MSK) conditions are the number one cause of disability worldwide. Digital care programs (DCPs) for MSK pain management have arisen as alternative care delivery models to circumvent challenges in accessibility of conventional therapy. Despite the potential of DCPs to reduce inequities in accessing care, the outcomes of such interventions in rural and urban populations have yet to be studied. OBJECTIVE The aim of this study was to assess the impact of urban or rural residency on engagement and clinical outcomes after a multimodal DCP for MSK pain. METHODS This study consists of an ad hoc analysis of a decentralized single-arm investigation into engagement and clinical-related outcomes after a multimodal DCP in patients with MSK conditions. Patients were coded according to their zip codes to a specific rural-urban commuting area code and grouped into rural and urban cohorts. Changes in their engagement and clinical outcomes from baseline to program end were assessed. Latent growth curve analysis was performed to estimate change trajectories adjusting for the following covariates: age, gender, BMI, employment status, and pain acuity. Outcomes included engagement, self-reported pain, and the results of the Generalized Anxiety Disorder 7-item, Patient Health Questionnaire 9-item, and Work Productivity and Activity Impairment scales. A minimum clinically important difference (MCID) of 30% was considered for pain. RESULTS Patients with urban and rural residency across the United States participated in the program (n=9992). A 73.8% (7378/9992) completion rate was observed. Both groups reported high satisfaction scores and similar engagement with exercise sessions, with rural residents showing higher engagement with educational content (P<.001) and higher program completion rates (P=.02). All groups showed a significant improvement in all clinical outcomes, including pain, mental health, and work productivity, without statistically significant intergroup differences. The percentage of patients meeting the MCID was similar in both groups (urban: 67.1%, rural: 68.3%; P=.30). CONCLUSIONS This study advocates for the utility of a DCP in improving access to MSK care in urban and rural areas alike, showcasing its potential to promote health equity. High engagement, satisfaction, and completion rates were noted in both groups, as well as significant improvements in clinical outcomes. TRIAL REGISTRATION ClinicalTrials.gov NCT04092946; https://clinicaltrials.gov/ct2/show/NCT04092946.
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Affiliation(s)
- Justin Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, United States
| | | | | | | | - Robert Moulder
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
| | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, Coimbra, Portugal
- Faculty of Medicine, Coimbra University, Coimbra, Portugal
| | | | - Vijay Yanamadala
- Sword Health Inc, Draper, UT, United States
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, United States
- Department of Surgery, Frank H Netter School of Medicine, Quinnipiac University, Hamden, CT, United States
| | - Fernando Dias Correia
- Sword Health Inc, Draper, UT, United States
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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Areias AC, Costa F, Janela D, Molinos M, Moulder RG, Lains J, Scheer JK, Bento V, Yanamadala V, Cohen SP, Correia FD. Impact on productivity impairment of a digital care program for chronic low back pain: A prospective longitudinal cohort study. Musculoskelet Sci Pract 2023; 63:102709. [PMID: 36543719 DOI: 10.1016/j.msksp.2022.102709] [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: 08/24/2022] [Revised: 12/09/2022] [Accepted: 12/11/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Low back pain (LBP) is the leading cause of disability in the United States and the main reason for absenteeism. Successful management of chronic LBP (CLBP) is dependent on multimodal evidence-based interventions. Digital interventions (DI) may ease accessibility to such treatments, increasing adherence, while reducing healthcare-related costs. OBJECTIVES Assess the impact of a completely remote multimodal DI on productivity impairment in a real-work context cohort of patients with CLBP. DESIGN Longitudinal study. METHODS Ad-hoc analysis of an interventional, single-arm study of individuals with CLBP undergoing a DI for 12 weeks. Outcomes included the mean change in work productivity and activity impairment (including overall and non-work related activities), pain, depression, anxiety, fear-avoidance beliefs, analgesic usage, and engagement. Minimal clinically important change (MCIC) was calculated for productivity using anchor- and distribution-based methods. RESULTS From 560 patients at program start, 78.4% completed the DI. A significant improvement in overall productivity (20.21, 95%CI: 16.48-23.94) and in non-work related activities (21.36, 95%CI: 17.49-25.22) was observed, corresponding to a responder rate of 57.1-83.3% and 60.5-79.8%, respectively, and depending on the MCIC method. Significant improvements were reported for pain (2.32 points, 95%CI: 2.02-2.61), anxiety (5.24, 95%CI: 4.18-6.29), depression (6.38, 95%CI: 4.78-7.98) and fear-avoidance beliefs (8.11, 95%CI: 6.20-10.02). Both engagement (sessions per week) and patient satisfaction scores were high, 2.9 (SD 1.0) and 8.8/10 (SD 1.6), respectively. CONCLUSIONS This study demonstrated the utility of a multimodal DI to address productivity impairment. DIs have great potential to ease the burden of CLBP, providing an accessible and cost-effective modality of care. TRIAL REGISTRATION The study was approved by the New England IRB (protocol number 120190313) and prospectively registered in ClinicalTrials.gov, NCT04092946, on September 17th, 2019.
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Affiliation(s)
| | | | | | | | - Robert G Moulder
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO, 80309, USA.
| | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, 3064-908, Tocha, Portugal; Faculty of Medicine, Coimbra University, 3004-504, Coimbra, Portugal.
| | - Justin K Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, 94143, USA.
| | | | - Vijay Yanamadala
- Sword Health, Inc, UT, 84043, USA; Department of Surgery, Quinnipiac University Frank H. Netter School of Medicine, Hamden, CT, 06473, USA; Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, 06103, USA.
| | - Steven P Cohen
- Departments of Anesthesiology & Critical Care Medicine, Physical Medicine and Rehabilitation, Neurology, and Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, 21287, Baltimore, MD, USA; Departments of Anesthesiology and Physical Medicine and Rehabilitation and Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, 20814, MD, USA.
| | - Fernando Dias Correia
- Sword Health, Inc, UT, 84043, USA; Neurology Department, Centro Hospitalar e Universitário do Porto, 4099-001, Porto, Portugal.
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Janela D, Costa F, Weiss B, Areias AC, Molinos M, Scheer JK, Lains J, Bento V, Cohen SP, Correia FD, Yanamadala V. Effectiveness of biofeedback-assisted asynchronous telerehabilitation in musculoskeletal care: A systematic review. Digit Health 2023; 9:20552076231176696. [PMID: 37325077 PMCID: PMC10262679 DOI: 10.1177/20552076231176696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 05/02/2023] [Indexed: 06/17/2023] Open
Abstract
Background Musculoskeletal conditions are the leading cause of disability worldwide. Telerehabilitation may be a viable option in the management of these conditions, facilitating access and patient adherence. Nevertheless, the impact of biofeedback-assisted asynchronous telerehabilitation remains unknown. Objective To systematically review and assess the effectiveness of exercise-based asynchronous biofeedback-assisted telerehabilitation on pain and function in individuals with musculoskeletal conditions. Methods This systematic review followed Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. The search was conducted using three databases: PubMed, Scopus, and PEDro. Study criteria included articles written in English and published from January 2017 to August 2022, reporting interventional trials evaluating exercise-based asynchronous telerehabilitation using biofeedback in adults with musculoskeletal disorders. The risks of bias and certainty of evidence were appraised using the Cochrane tool and Grading of Recommendations, Assessment, Development, and Evaluation (GRADE), respectively. The results are narratively summarized, and the effect sizes of the main outcomes were calculated. Results Fourteen trials were included: 10 using motion tracker technology (N = 1284) and four with camera-based biofeedback (N = 467). Telerehabilitation with motion trackers yields at least similar improvements in pain and function in people with musculoskeletal conditions (effect sizes: 0.19-1.45; low certainty of evidence). Uncertain evidence exists for the effectiveness of camera-based telerehabilitation (effect sizes: 0.11-0.13; very low evidence). No study found superior results in a control group. Conclusions Asynchronous telerehabilitation may be an option in the management of musculoskeletal conditions. Considering its potential for scalability and access democratization, additional high-quality research is needed to address long-term outcomes, comparativeness, and cost-effectiveness and identify treatment responders.
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Affiliation(s)
| | | | - Brandon Weiss
- Lake Erie College of Osteopathic Medicine, Erie, PA, USA
| | | | | | - Justin K. Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, USA
| | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, Tocha, Portugal
- Faculty of Medicine, Coimbra University, Coimbra, Portugal
| | | | - Steven P. Cohen
- Departments of Anesthesiology & Critical Care Medicine, Physical Medicine and Rehabilitation, Neurology, and Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Departments of Anesthesiology and Physical Medicine and Rehabilitation and Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Fernando Dias Correia
- Sword Health, Inc, Draper, UT, USA
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
| | - Vijay Yanamadala
- Sword Health, Inc, Draper, UT, USA
- Department of Surgery, Quinnipiac University Frank H. Netter School of Medicine, Hamden, CT, USA
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, USA
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Long-Term Clinical Outcomes of a Remote Digital Musculoskeletal Program: An Ad Hoc Analysis from a Longitudinal Study with a Non-Participant Comparison Group. Healthcare (Basel) 2022; 10:healthcare10122349. [PMID: 36553873 PMCID: PMC9778537 DOI: 10.3390/healthcare10122349] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/18/2022] [Accepted: 11/20/2022] [Indexed: 11/24/2022] Open
Abstract
Digital solutions have emerged as an alternative to conventional physiotherapy, particularly for chronic musculoskeletal pain (CMP) management; however, its long-term effects remain largely unexplored. This study focuses on patients reporting CMP, assessing 1-year clinical outcomes after a multimodal digital care program (DCP) versus non-participants, who enrolled in the program but never engaged in a single exercise session or partook of the educational content made available to them. In this longitudinal study ad-hoc analysis, pain and functionality outcomes at 1-year reassessment were studied, focusing on the odds of reaching minimal clinically important difference (MCID) and, overall average reduction in both outcomes. Healthcare utilization was additionally studied within the same period. From 867 individuals allocated to the study, 460 completed the 1-year reassessment (intervention group: 310; comparison group: 150). The intervention group presented sustained and greater pain reduction until 1-year reassessment than the comparison group, reflecting greater odds ratio of achieving the MCID both in pain and functionality (1.90 95% CI: 1.27-2.86, p = 0.002 and 2.02 95% CI: 1.31-3.12, p = 0.001, respectively). A lower healthcare utilization during the 1-year follow-up was observed in the intervention group than in the comparison group. This study suggests that a digital CMP program may have a lasting impact on improved pain and functionality in patients with CMP.
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Scheer J, Costa F, Molinos M, Areias A, Janela D, Moulder RG, Lains J, Bento V, Yanamadala V, Cohen SP, Correia FD. Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study. J Med Internet Res 2022; 24:e41306. [PMID: 36189963 PMCID: PMC9664333 DOI: 10.2196/41306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/14/2022] [Accepted: 09/30/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Musculoskeletal (MSK) pain disproportionately affects people from different ethnic backgrounds through higher burden and less access to care. Digital care programs (DCPs) can improve access and help reduce inequities. However, the outcomes of such programs based on race and ethnicity have yet to be studied. OBJECTIVE We aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain. METHODS This was an ad hoc analysis of an ongoing decentralized single-arm investigation into engagement and clinical-related outcomes after a multimodal DCP in patients with MSK conditions. Patients were stratified by self-reported racial and ethnic group, and their engagement and outcome changes between baseline and 12 weeks were compared using latent growth curve analysis. Outcomes included program engagement (number of sessions), self-reported pain scores, likelihood of surgery, Generalized Anxiety Disorder 7-item scale, Patient Health Questionnaire 9-item, and Work Productivity and Activity Impairment. A minimum clinically important difference (MCID) of 30% was calculated for pain, and multivariable logistic regression was performed to evaluate race as an independent predictor of meeting the MCID. RESULTS A total of 6949 patients completed the program: 65.5% (4554/6949) of them were non-Hispanic White, 10.8% (749/6949) were Black, 9.7% (673/6949) were Asian, 9.2% (636/6949) were Hispanic, and 4.8% (337/6949) were of other racial or ethnic backgrounds. The population studied was diverse and followed the proportions of the US population. All groups reported high engagement and satisfaction, with Hispanic and Black patients ranking first among satisfaction despite lower engagement. Black patients had a higher likelihood to drop out (odds ratio [OR] 1.19, 95% CI 1.01-1.40, P=.04) than non-Hispanic White patients. Hispanic and Black patients reported the highest level of pain, surgical intent, work productivity, and impairment in activities of daily living at baseline. All race groups showed a significant improvement in all outcomes, with Black and Hispanic patients reporting the greatest improvements in clinical outcomes. Hispanic patients also had the highest response rate for pain (75.8%) and a higher OR of meeting the pain MCID (OR 1.74, 95% CI 1.24-2.45, P=.001), when compared with non-Hispanic White patients, independent of age, BMI, sex, therapy type, education level, and employment status. No differences in mental health outcomes were found between race and ethnic groups. CONCLUSIONS This study advocates for the utility of a DCP in improving access to MSK care and promoting health equity. Engagement and satisfaction rates were high in all the groups. Black and Hispanic patients had higher MSK burden at baseline and lower engagement but also reported higher improvements, with Hispanic patients presenting a higher likelihood of pain improvement.
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Affiliation(s)
- Justin Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, United States
| | | | | | | | - Dora Janela
- Sword Health, Inc, Draper, UT, United States
| | - Robert G Moulder
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO, United States
| | - Jorge Lains
- Faculty of Medicine, Coimbra University, Coimbra, Portugal
- Rovisco Pais Medical and Rehabilitation Centre, Tocha, Portugal
| | | | - Vijay Yanamadala
- Sword Health, Inc, Draper, UT, United States
- Department of Surgery, Frank H Netter School of Medicine, Quinnipiac University, Hamden, CT, United States
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, United States
| | - Steven P Cohen
- Department of Anesthesiology & Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Fernando Dias Correia
- Sword Health, Inc, Draper, UT, United States
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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13
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Digital Care Programs for Chronic Hip Pain: A Prospective Longitudinal Cohort Study. Healthcare (Basel) 2022; 10:healthcare10081595. [PMID: 36011251 PMCID: PMC9408636 DOI: 10.3390/healthcare10081595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 08/16/2022] [Accepted: 08/19/2022] [Indexed: 11/17/2022] Open
Abstract
Chronic hip pain is a cause of disability worldwide. Digital interventions (DI) may promote access while providing proper management. This single-arm interventional study assesses the clinical outcomes and engagement of a completely remote multimodal DI in patients with chronic hip pain. This home-based DI consisted of exercise (with real-time biofeedback), education, and cognitive-behavioral therapy. Outcomes were calculated between baseline and program end, using latent growth curve analysis. Primary outcome was the Hip Disability and Osteoarthritis Outcome Score (HOOS). Secondary outcomes were pain, intent to undergo surgery, mental health, productivity, patient engagement (exercise sessions frequency), and satisfaction. Treatment response was assessed using a 30% pain change cut-off. A completion rate of 74.2% (396/534), alongside high patient engagement (2.9 exercise sessions/week, SD 1.1) and satisfaction (8.7/10, SD 1.6) were observed. Significant improvements were observed across all HOOS sub-scales (14.7−26.8%, p < 0.05), with 66.8% treatment responders considering pain. Marked improvements were observed in surgery intent (70.1%), mental health (54%), and productivity impairment (60.5%) (all p < 0.001). The high engagement and satisfaction reported after this DI, alongside the clinical outcome improvement, support the potential of remote care in the management of chronic hip conditions.
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Edgar MC, Lambert C, Abbas A, Young JJ, McIsaac W, Monteiro R, Girdhari R, Schofield L, Miller L, Kopansky-Giles D. Development of a low resource exercise rehabilitation application for musculoskeletal disorders to help underserved patients in a primary care setting. THE JOURNAL OF THE CANADIAN CHIROPRACTIC ASSOCIATION 2022; 66:130-145. [PMID: 36275080 PMCID: PMC9512304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE We set out to create a Family Medicine EHR (electronic health record) embedded exercise application. This was done to evaluate the utility of the exercise app for providers and to understand the usefulness of the exercise app from the perspective of patients. METHODS This exercise application was developed through an iterative process with repeated pre-testing and feedback from an interprofessional team and embedded into the EHR at an academic family medicine clinic. Anecdotal feedback from patients was used to inform pre-testing adaptations. RESULTS The application required six iterations prior to clinical utility. It had several features that clinicians and patients felt were beneficial. These features involved a customizable exercise directory with pre-made templated plans which could be further modified. To overcome accessibility barriers, the application was developed to include digital and printable copies with an integrated direct email option for ease of remote sharing with patients. CONCLUSION A customizable, open-source exercise application was developed to facilitate provider exercise prescription and support patient self-management. This project may be useful for other providers interested in developing similar programs to address musculoskeletal conditions in their patients. Next steps are to undertake pilot testing of the app with broader provider and patient feedback.
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Affiliation(s)
- Michael C Edgar
- Department of Family and Community Medicine, St. Michael's Hospital, Unity Health Toronto
- Canadian Memorial Chiropractic College
| | | | - Anser Abbas
- Department of Family and Community Medicine, St. Michael's Hospital, Unity Health Toronto
- Canadian Memorial Chiropractic College
| | - James J Young
- Canadian Memorial Chiropractic College
- Centre for Muscle and Joint Health, University of Southern Denmark
| | - Willem McIsaac
- Department of Family and Community Medicine, University of Toronto
| | - Rhea Monteiro
- Department of Family and Community Medicine, University of Toronto
| | - Rajesh Girdhari
- Unity Health-St. Michael's Hospital Academic Family Health Team
- University of Toronto Department of Family & Community Medicine
| | - Lee Schofield
- Unity Health-St. Michael's Hospital Academic Family Health Team
- University of Toronto Department of Family & Community Medicine
| | - Lisa Miller
- Unity Health-St. Michael's Hospital Academic Family Health Team
| | - Deborah Kopansky-Giles
- Department of Family and Community Medicine, St. Michael's Hospital, Unity Health Toronto
- Canadian Memorial Chiropractic College
- Department of Family and Community Medicine, University of Toronto
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15
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Janela D, Costa F, Molinos M, Moulder RG, Lains J, Bento V, Scheer JK, Yanamadala V, Cohen SP, Correia FD. Digital Rehabilitation for Elbow Pain Musculoskeletal Conditions: A Prospective Longitudinal Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:9198. [PMID: 35954555 PMCID: PMC9367806 DOI: 10.3390/ijerph19159198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/20/2022] [Accepted: 07/25/2022] [Indexed: 02/04/2023]
Abstract
Elbow musculoskeletal pain (EP) is a major cause of disability. Telerehabilitation has shown great potential in mitigating musculoskeletal pain conditions, but EP is less explored. This single-arm interventional study investigates clinical outcomes and engagement levels of a completely remote multimodal digital care program (DCP) in patients with EP. The DCP consisted of exercise, education, and cognitive-behavioral therapy for 8 weeks. Primary outcome: disability change (through the Quick Disabilities of the Arm, Shoulder, and Hand questionnaire (QuickDASH), treatment response cut-offs: 12.0-point reduction and 30% change). Secondary outcomes: pain, analgesic intake, surgery intent, mental health, fear-avoidance beliefs, work productivity, and patient engagement. Of the 132 individuals that started the DCP, 112 (84.8%) completed the intervention. Significant improvements were observed in QuickDASH with an average reduction of 48.7% (11.9, 95% CI 9.8; 14.0), with 75.3% of participants reporting ≥30% change and 47.7% reporting ≥12.0 points. Disability change was accompanied by reductions in pain (53.1%), surgery intent (57.5%), anxiety (59.8%), depression (68.9%), fear-avoidance beliefs (34.2%), and productivity impairment (72.3%). Engagement (3.5 (SD 1.4) sessions per week) and satisfaction 8.5/10 (SD 1.6) were high. The significant improvement observed in clinical outcomes, alongside high engagement, and satisfaction suggests patient acceptance of this care delivery mode.
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Affiliation(s)
- Dora Janela
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
| | - Fabíola Costa
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
| | - Maria Molinos
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
| | - Robert G. Moulder
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO 80309, USA;
| | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, 3064-908 Tocha, Portugal;
- Faculty of Medicine, Coimbra University, 3004-504 Coimbra, Portugal
| | - Virgílio Bento
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
| | - Justin K. Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA 94143, USA;
| | - Vijay Yanamadala
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
- Department of Surgery, Frank H. Netter School of Medicine, Quinnipiac University, Hamden, CT 06473, USA
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT 06103, USA
| | - Steven P. Cohen
- Department of Anesthesiology & Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA;
- Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
- Department of Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Fernando Dias Correia
- SWORD Health, Inc., Draper, UT 84043, USA; (D.J.); (F.C.); (M.M.); (V.B.); (V.Y.)
- Department of Neurology, Centro Hospitalar e Universitário do Porto, 4099-001 Porto, Portugal
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16
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Costa F, Janela D, Molinos M, Moulder R, Bento V, Lains J, Scheer J, Yanamadala V, Cohen S, Dias Correia F. Impacts of Digital Care Programs for Musculoskeletal Conditions on Depression and Work Productivity: Longitudinal Cohort Study. J Med Internet Res 2022; 24:e38942. [PMID: 35714099 PMCID: PMC9361146 DOI: 10.2196/38942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/09/2022] [Accepted: 06/16/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Comorbidity between musculoskeletal (MSK) pain and depression is highly common, and is associated with a greater symptom burden and greater loss of work productivity than either condition alone. Multimodal care programs tackling both physical and mental health components may maximize productivity recovery and return to work. Digital delivery of such programs can facilitate access, ensure continuity of care, and enhance patient engagement. OBJECTIVE The aim of this study was to assess the impact of a completely remote multimodal digital care program (DCP) for MSK pain on mental health and work-related outcomes stratified by baseline depression levels. METHODS Ad hoc analysis of an interventional, single-arm, cohort study of individuals with MSK pain undergoing a DCP was performed. Three subgroups with different baseline depression severity levels were established based on responses to the Patient Health Questionnaire (PHQ-9): cluster 1 (score<5: minimal depression), cluster 2 (scores 5-10: mild depression), and cluster 3 (score≥10: moderate depression). The mean changes in depression, anxiety, fear-avoidance beliefs, work productivity, and activity impairment and adherence between baseline and end of program (8-12 weeks) were assessed across subgroups by latent growth curve analysis. RESULTS From a total of 7785 eligible participants, 6137 (78.83%) were included in cluster 1, 1158 (14.87%) in cluster 2, and 490 (6.29%) in cluster 3. Significant improvements in depression and anxiety scores were observed in clusters 2 and 3 but not in cluster 1, with average end-of-the program scores in clusters 2 and 3 below the initially defined cluster thresholds (score of 5 and 10, respectively). All clusters reported significant improvements in productivity impairment scores (mean changes from -16.82, 95% CI -20.32 to -13.42 in cluster 1 to -20.10, 95% CI -32.64 to -7.57 in cluster 3). Higher adherence was associated with higher improvements in depression in clusters 2 and 3, and with greater recovery in activities of daily living in cluster 3. Overall patient satisfaction was 8.59/10.0 (SD 1.74). CONCLUSIONS A multimodal DCP was able to promote improvements in productivity impairment scores comparable to those previously reported in the literature, even in participants with comorbid depression and anxiety. These results reinforce the need to follow a biopsychosocial framework to optimize outcomes in patients with MSK pain. TRIAL REGISTRATION ClinicalTrials.gov NCT04092946; https://clinicaltrials.gov/ct2/show/NCT04092946.
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Affiliation(s)
| | | | | | - Robert Moulder
- Institute for Cognitive Science, University of Colorado, Boulder, CO, United States
| | | | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, Tocha, Portugal
- Faculty of Medicine, Coimbra University, Coimbra, Portugal
| | - Justin Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, United States
| | - Vijay Yanamadala
- SWORD Health Inc, Draper, UT, United States
- Department of Surgery, Frank H Netter School of Medicine, Quinnipiac University, Hamden, CT, United States
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, United States
| | - Steven Cohen
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Fernando Dias Correia
- SWORD Health Inc, Draper, UT, United States
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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17
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Costa F, Janela D, Molinos M, Moulder RG, Lains J, Bento V, Scheer J, Yanamadala V, Correia FD, Cohen SP. Digital Rehabilitation for Acute Low Back Pain: A Prospective Longitudinal Cohort Study. J Pain Res 2022; 15:1873-1887. [PMID: 35813029 PMCID: PMC9261956 DOI: 10.2147/jpr.s369926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 06/11/2022] [Indexed: 11/23/2022] Open
Abstract
Background Low back pain (LBP) has a lifetime prevalence of 70–80%. Access to timely and personalized, evidence-based care is key to prevent chronic progression. Digital solutions may ease accessibility to treatment while reducing healthcare-related costs. Purpose We aim to report the results of a fully remote digital care program (DCP) for acute LBP. Patients and Methods This was an interventional, single-arm, cohort study of patients with acute LBP who received a DCP. Primary outcome was the mean change in disability (Oswestry Disability Index – ODI) after 12 weeks. Secondary outcomes included change in pain (NPRS), analgesic consumption, surgery likelihood, depression (PHQ-9), anxiety (GAD-7), fear-avoidance beliefs (FABQ-PA), work productivity (WPAI) and engagement. Results A total of 406 patients were enrolled in the program and of those, 332 (81.8%) completed the intervention. A significant disability reduction of 55.1% (14.93, 95% CI 13.95; 15.91) was observed, corresponding to a 76.1% responder rate (30% cut-off). Disability reduction was accompanied by significant improvements in pain (61.0%), depression (55.4%), anxiety (59.5%), productivity (65.6%), fear-avoidance beliefs (46.3%), intent to pursue surgery (59.1%), and analgesic consumption (from 35.7% at baseline to 10.8% at program end). DCP-related patient satisfaction score was 8.7/10.0 (SD 1.4). Conclusion This study demonstrated the utility of a multimodal DCP for patients with acute LBP. Very high adherence rates and patient satisfaction were observed, alongside significant reductions in all assessed outcomes, consistent with the growing body of evidence supporting the management of acute LBP with DCPs.
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Affiliation(s)
- Fabíola Costa
- SWORD Health, Inc, Clinical Research, Draper, UT, USA
| | - Dora Janela
- SWORD Health, Inc, Clinical Research, Draper, UT, USA
| | - Maria Molinos
- SWORD Health, Inc, Clinical Research, Draper, UT, USA
| | - Robert G Moulder
- Institute for Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
| | - Jorge Lains
- Rovisco Pais Medical and Rehabilitation Centre, Tocha, Portugal
- Faculty of Medicine, Coimbra University, Coimbra, Portugal
| | | | - Justin Scheer
- Department of Neurological Surgery, University of California, San Francisco, CA, USA
| | - Vijay Yanamadala
- SWORD Health, Inc, Clinical Research, Draper, UT, USA
- Department of Surgery, Quinnipiac University Frank H. Netter School of Medicine, Hamden, CT, USA
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, USA
| | - Fernando Dias Correia
- SWORD Health, Inc, Clinical Research, Draper, UT, USA
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
- Correspondence: Fernando Dias Correia, 65 E Wadsworth Park Dr Ste 230, Draper, UT, 84020, USA, Tel +1 385-308-8034, Fax +1 801-206-3433, Email
| | - Steven P Cohen
- Departments of Anesthesiology & Critical Care Medicine, Physical Medicine and Rehabilitation, Neurology, and Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Departments of Anesthesiology and Physical Medicine and Rehabilitation and Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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