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El Aoufy K, Melis MR, Magi CE, Bellando-Randone S, Tamburini M, Bandini G, Moggi-Pignone A, Matucci-Cerinic M, Bambi S, Rasero L. Evidence for telemedicine heterogeneity in rheumatic and musculoskeletal diseases care: a scoping review. Clin Rheumatol 2024:10.1007/s10067-024-07052-w. [PMID: 38985235 DOI: 10.1007/s10067-024-07052-w] [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: 05/24/2024] [Revised: 06/10/2024] [Accepted: 06/27/2024] [Indexed: 07/11/2024]
Abstract
Telemedicine and digital health represent alternative approaches for clinical practice; indeed, its potential in healthcare services for prevention, diagnosis, treatment, rehabilitation, and disease monitoring is widely acknowledged. These are all crucial issues to consider when dealing with chronic Rheumatic and Musculoskeletal Diseases (RMDs). The aim was to determine the current state of telemedicine in the field of rheumatology, considering the tools and devices in use as well as the Patient Reported Outcomes. A scoping review was performed following the PRISMA-ScR, retrieving articles through five databases from 1990 to 2022. Inclusion criteria were as follows: (I) adult patients with RMDs, (II) original research papers in the English language with available abstracts, and (III) telehealth and telemedicine are provided as healthcare services. Within the 62 included studies, multiple tools of telemedicine were used: 21/62 websites/online platforms, 18/62 mobile applications, 16/62 telephone contacts, 5/62 video-consultations, and 1/62 wearable devices. Outcomes were classified based on the economic, clinical, and humanistic framework. Clinical outcomes assessed through digital tools were pain, disease activity, and serum uric acid levels. Humanistic outcomes have been grouped according to four categories (e.g., mental and physical function, health management, and health perception). The heterogeneity of digital tools in the field of rheumatology highlights the challenge of implementing reliable research into clinical practice. Effective telerehabilitation models have been presented, and the use of a tight control strategy has also been mentioned. Future research should focus on establishing studies on other RMDs as well as summarizing and formulating clinical guidelines for RMDs. Key Points • Evidence for the usefulness of telemedicine and digital health for managing and monitoring rheumatic and musculoskeletal diseases is progressively increasing. • Several digital tools effectively measure clinical and humanistic and patient reported outcomes in rheumatic and musculoskeletal diseases. • Integrating diverse digital tools in rheumatology is challenging yet promising. • Future research should focus on developing standardized recommendations for practical use of telemedicine in daily practice.
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Affiliation(s)
- Khadija El Aoufy
- Department of Health Science, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy.
| | - Maria Ramona Melis
- Department of Experimental and Clinical Medicine, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Camilla Elena Magi
- Department of Health Science, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Silvia Bellando-Randone
- Department of Experimental and Clinical Medicine, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
- Department of Geriatric Medicine, Division of Rheumatology, Careggi University Hospital, Florence, Italy
| | - Matteo Tamburini
- University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Giulia Bandini
- Department of Experimental and Clinical Medicine, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Alberto Moggi-Pignone
- Department of Experimental and Clinical Medicine, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Marco Matucci-Cerinic
- Unit of Immunology, Rheumatology, Allergy and Rare Diseases (UnIRAR), IRCCS San Raffaele Hospital, Milan, Italy
- Università Vita Salute San Raffaele, Milan, Italy
| | - Stefano Bambi
- Department of Health Science, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
| | - Laura Rasero
- Department of Health Science, University of Florence, Viale Largo Brambilla, 3 - 50134, Florence, Italy
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Bahadori S, Williams JM, Collard S, Swain I. Can a Purposeful Walk Intervention with a Distance Goal Using an Activity Monitor Improve Individuals' Daily Activity and Function Post Total Hip Replacement Surgery. A Randomized Pilot Trial. CYBORG AND BIONIC SYSTEMS 2023; 4:0069. [PMID: 38435675 PMCID: PMC10907016 DOI: 10.34133/cbsystems.0069] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 10/17/2023] [Indexed: 03/05/2024] Open
Abstract
Individuals have increasingly high expectations of return to activity following total hip replacement (THR) surgery. The current literature demonstrates marked improvements in pain following THR. However, there is limited evidence showing objective improvement in daily activity. This randomized pilot trial aimed to determine the effect of an intervention where outdoor walking distance is used as a goal to increase daily activity of older adults using a commercial activity monitor at 3 to 6 months post THR. Findings suggested that the participants in the intervention group had higher activity levels after THR, compared to those in the control group. The Cohen's effect sizes were larger for the changes in the gait, Hip Disability and Osteoarthritis Outcome Score, and Psychosocial Impact of Assistive Devices Scale data in the intervention group in contrast to the control group. However, further research with a larger sample size is required to provide tangible evidence on the significance of the effect of the purposeful walk compared to step count.
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Affiliation(s)
- Shayan Bahadori
- Orthopaedic Research Institute,
Bournemouth University, Bournemouth, Dorset, UK
| | | | - Sarah Collard
- Faculty of Science and Technology,
Bournemouth University, Poole, Dorset, UK
| | - Ian Swain
- Orthopaedic Research Institute,
Bournemouth University, Bournemouth, Dorset, UK
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3
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Ocagli H, Agarinis R, Azzolina D, Zabotti A, Treppo E, Francavilla A, Bartolotta P, Todino F, Binutti M, Gregori D, Quartuccio L. Physical activity assessment with wearable devices in rheumatic diseases: a systematic review and meta-analysis. Rheumatology (Oxford) 2023; 62:1031-1046. [PMID: 36005834 DOI: 10.1093/rheumatology/keac476] [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: 03/27/2022] [Revised: 08/13/2022] [Accepted: 08/13/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES In the management of rheumatic musculoskeletal disorders (RMDs), regular physical activity (PA) is an important recognized non-pharmacological intervention. This systematic review and meta-analysis aims to evaluate how the use of wearable devices (WDs) impacts physical activity in patients with noninflammatory and inflammatory rheumatic diseases. METHODS A comprehensive search of articles was performed in PubMed, Embase, CINAHL and Scopus. A random-effect meta-analysis was carried out on the number of steps and moderate-vigorous physical activity (MVPA). Univariable meta-regression models were computed to assess the possibility that the study characteristics may act as modifiers on the final meta-analysis estimate. RESULTS In the analysis, 51 articles were included, with a total of 7488 participants. Twenty-two studies considered MVPA outcome alone, 16 studies considered the number of steps alone, and 13 studies reported information on both outcomes. The recommended PA threshold was reached for MVPA (36.35, 95% CI 29.39, 43.31) but not for daily steps (-1092.60, -1640.42 to -544.77). Studies on patients with fibromyalgia report a higher number (6290, 5198.65-7381.62) of daily steps compared with other RMDs. Patients affected by chronic inflammatory arthropathies seemed to fare better in terms of daily steps than the other categories. Patients of younger age reported a higher overall level of PA than elderly individuals for both the number of steps and MVPA. CONCLUSION Physical activity can be lower than the recommended threshold in patients with RMDs when objectively measured using WD. WDs could be a useful and affordable instrument for daily monitoring physical activity in RMDs and may support an increase in activity levels. PROSPERO TRIAL REGISTRATION CRD42021227681, https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=227681.
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Affiliation(s)
- Honoria Ocagli
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova
| | - Roberto Agarinis
- Division of Rheumatology, Department of Medicine, University of Udine, ASUFC, Udine
| | - Danila Azzolina
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova.,Department of Medical Science, University of Ferrara, Ferrara, Italy
| | - Alen Zabotti
- Division of Rheumatology, Department of Medicine, University of Udine, ASUFC, Udine
| | - Elena Treppo
- Division of Rheumatology, Department of Medicine, University of Udine, ASUFC, Udine
| | - Andrea Francavilla
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova
| | - Patrizia Bartolotta
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova
| | - Federica Todino
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova
| | - Marco Binutti
- Division of Rheumatology, Department of Medicine, University of Udine, ASUFC, Udine
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences, and Public Health, University of Padova, Padova
| | - Luca Quartuccio
- Division of Rheumatology, Department of Medicine, University of Udine, ASUFC, Udine
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4
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Bricker JB, Mull KE, Sullivan BM, Forman EM, Lillis J, McTiernan A, Santiago-Torres M. Telehealth acceptance and commitment therapy for weight loss: Protocol of the WeLNES full scale randomized controlled trial. Contemp Clin Trials 2023; 126:107091. [PMID: 36682490 PMCID: PMC9998365 DOI: 10.1016/j.cct.2023.107091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 01/05/2023] [Accepted: 01/17/2023] [Indexed: 01/22/2023]
Abstract
Behavioral interventions delivered via one-on-one telephone coaching (hereafter referred to as telehealth) for weight loss have had great population-level reach but to date limited efficacy. Acceptance and Commitment Therapy (ACT) has promise to improve behavioral weight loss treatment efficacy by addressing the fundamental challenges of weight loss and maintenance: overeating in response to internal (e.g., stress) and external (e.g., high calorie foods) cues. Here we describe the Weight Loss, Nutrition, and Exercise Study (WeLNES) randomized controlled trial that is testing the efficacy of an ACT-based telehealth coaching intervention for weight loss in comparison to a Standard Behavioral Therapy (SBT)-based telehealth coaching intervention. A total of 398 adults with overweight or obesity are being recruited and randomized to either ACT or SBT telehealth coaching. Participants in both arms are offered twenty-five telehealth coaching sessions in year one and nine booster sessions in year two. All participants receive a Bluetooth-enabled scale to self-monitor weight and a Fitbit Inspire + Fitbit app for tracking diet and physical activity. The primary aim is to determine whether a greater proportion of ACT participants will achieve a clinically significant weight loss of ≥10% compared with SBT participants at 12-months. Secondary outcomes include change in weight from baseline to 6, 12, and 24-months. Whether the effect of ACT on weight loss is mediated by ACT processes and is moderated by baseline factors will also be examined. If ACT proves efficacious, ACT telehealth coaching will offer an effective, broadly scalable weight loss treatment-thereby making a high public health impact.
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Affiliation(s)
- Jonathan B Bricker
- Fred Hutchinson Cancer Center, Division of Public Health Sciences, Seattle, WA, USA; University of Washington, Department of Psychology, Seattle, WA, USA
| | - Kristin E Mull
- Fred Hutchinson Cancer Center, Division of Public Health Sciences, Seattle, WA, USA
| | - Brianna M Sullivan
- Fred Hutchinson Cancer Center, Division of Public Health Sciences, Seattle, WA, USA
| | - Evan M Forman
- Center for Weight, Eating and Lifestyle Science, Drexel University, Philadelphia, PA, USA
| | - Jason Lillis
- Department of Psychiatry and Human Behavior, Brown Medical School, Providence, RI, USA; College of Psychology, California Northstate University, Elk Grove, CA, USA
| | - Anne McTiernan
- Fred Hutchinson Cancer Center, Division of Public Health Sciences, Seattle, WA, USA; University of Washington School of Public Health, Department of Epidemiology, USA; University of Washington School of Medicine, Department of Medicine, USA
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5
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French MA, Keatley E, Li J, Balasubramanian A, Hansel NN, Wise R, Searson P, Singh A, Raghavan P, Wegener S, Roemmich RT, Celnik P. The feasibility of remotely monitoring physical, cognitive, and psychosocial function in individuals with stroke or chronic obstructive pulmonary disease. Digit Health 2023; 9:20552076231176160. [PMID: 37214659 PMCID: PMC10192672 DOI: 10.1177/20552076231176160] [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] [Received: 10/14/2022] [Accepted: 04/28/2023] [Indexed: 05/24/2023] Open
Abstract
Objective Clinical implementation of remote monitoring of human function requires an understanding of its feasibility. We evaluated adherence and the resources required to monitor physical, cognitive, and psychosocial function in individuals with either chronic obstructive pulmonary disease or stroke during a three-month period. Methods Seventy-three individuals agreed to wear a Fitbit to monitor physical function and to complete monthly online assessments of cognitive and psychosocial function. During a three-month period, we measured adherence to monitoring (1) physical function using average daily wear time, and (2) cognition and psychosocial function using the percentage of assessments completed. We measured the resources needed to promote adherence as (1) the number of participants requiring at least one reminder to synchronize their Fitbit, and (2) the number of reminders needed for each completed cognitive and psychosocial assessment. Results After accounting for withdrawals, the average daily wear time was 77.5 ± 19.9% of the day and did not differ significantly between months 1, 2, and 3 (p = 0.30). To achieve this level of adherence, 64.9% of participants required at least one reminder to synchronize their device. Participants completed 61.0% of the cognitive and psychosocial assessments; the portion of assessments completed each month didnot significantly differ (p = 0.44). Participants required 1.13 ± 0.57 reminders for each completed assessment. Results did not differ by disease diagnosis. Conclusions Remote monitoring of human function in individuals with either chronic obstructive pulmonary disease or stroke is feasible as demonstrated by high adherence. However, the number of reminders required indicates that careful consideration must be given to the resources available to obtain high adherence.
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Affiliation(s)
- Margaret A French
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
| | - Eva Keatley
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
| | - Junyao Li
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
| | - Aparna Balasubramanian
- Division of Pulmonary and Critical Care
Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Nadia N Hansel
- Division of Pulmonary and Critical Care
Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Robert Wise
- Division of Pulmonary and Critical Care
Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Peter Searson
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
- Department of Materials Science and
Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Anil Singh
- Department of Pulmonary and Critical
Care Medicine, Allegheny Health Network, Pittsburg, PA, USA
| | - Preeti Raghavan
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
| | - Stephen Wegener
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
| | - Ryan T Roemmich
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
- Kennedy Krieger Institute, Center for Movement Studies, Baltimore, MD, USA
| | - Pablo Celnik
- Department of Physical Medicine and
Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD,
USA
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Wagner SR, Gregersen RR, Henriksen L, Hauge EM, Keller KK. Smartphone Pedometer Sensor Application for Evaluating Disease Activity and Predicting Comorbidities in Patients with Rheumatoid Arthritis: A Validation Study. SENSORS (BASEL, SWITZERLAND) 2022; 22:9396. [PMID: 36502098 PMCID: PMC9735816 DOI: 10.3390/s22239396] [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: 11/02/2022] [Revised: 11/25/2022] [Accepted: 11/29/2022] [Indexed: 06/17/2023]
Abstract
Smartphone-based pedometer sensor telemedicine applications could be useful for measuring disease activity and predicting the risk of developing comorbidities, such as pulmonary or cardiovascular disease, in patients with rheumatoid arthritis (RA), but the sensors have not been validated in this patient population. The aim of this study was to validate step counting with an activity-tracking application running the inbuilt Android smartphone pedometer virtual sensor in patients with RA. Two Android-based smartphones were tested in a treadmill test-bed setup at six walking speeds and compared to manual step counting as the gold standard. Guided by a facilitator, the participants walked 100 steps at each test speed, from 2.5 km/h to 5 km/h, wearing both devices simultaneously in a stomach pouch. A computer automatically recorded both the manually observed and the sensor step count. The overall difference in device step counts versus the observed was 5.9% mean absolute percentage error. Highest mean error was at the 2.5 km/h speed tests, where the mean error of the two devices was 18.5%. Both speed and cadence were negatively correlated to the absolute percentage error, which indicates that the greater the speed and cadence, the lower the resulting step counting error rate. There was no correlation between clinical parameters and absolute percentage error. In conclusion, the activity-tracking application using the inbuilt Android smartphone pedometer virtual sensor is valid for step counting in patients with RA. However, walking at very low speed and cadence may represent a challenge.
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Affiliation(s)
- Stefan R. Wagner
- Department of Electrical and Computer Engineering, Aarhus University, 8200 Aarhus, Denmark
| | - Rasmus R. Gregersen
- Department of Electrical and Computer Engineering, Aarhus University, 8200 Aarhus, Denmark
| | - Line Henriksen
- Department of Electrical and Computer Engineering, Aarhus University, 8200 Aarhus, Denmark
| | - Ellen-Margrethe Hauge
- Department of Rheumatology, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark
| | - Kresten K. Keller
- Department of Rheumatology, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark
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van Wissen MAT, Berger MAM, Schoones JW, Gademan MGJ, van den Ende CHM, Vliet Vlieland TPM, van Weely SFE. Reporting quality of interventions using a wearable activity tracker to improve physical activity in patients with inflammatory arthritis or osteoarthritis: a systematic review. Rheumatol Int 2022; 43:803-824. [PMID: 36454326 PMCID: PMC10073167 DOI: 10.1007/s00296-022-05241-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 10/23/2022] [Indexed: 12/03/2022]
Abstract
AbstractTo assess the reporting quality of interventions aiming at promoting physical activity (PA) using a wearable activity tracker (WAT) in patients with inflammatory arthritis (IA) or hip/knee osteoarthritis (OA). A systematic search was performed in eight databases (including PubMed, Embase and Cochrane Library) for studies published between 2000 and 2022. Two reviewers independently selected studies and extracted data on study characteristics and the reporting of the PA intervention using a WAT using the Consensus on Exercise Reporting Template (CERT) (12 items) and Consolidated Standards of Reporting Trials (CONSORT) E-Health checklist (16 items). The reporting quality of each study was expressed as a percentage of reported items of the total CERT and CONSORT E-Health (50% or less = poor; 51–79% = moderate; and 80–100% = good reporting quality). Sixteen studies were included; three involved patients with IA and 13 with OA. Reporting quality was poor in 6/16 studies and moderate in 10/16 studies, according to the CERT and poor in 8/16 and moderate in 8/16 studies following the CONSORT E-Health checklist. Poorly reported checklist items included: the description of decision rule(s) for determining progression and the starting level, the number of adverse events and how adherence or fidelity was assessed. In clinical trials on PA interventions using a WAT in patients with IA or OA, the reporting quality of delivery process is moderate to poor. The poor reporting quality of the progression and tailoring of the PA programs makes replication difficult. Improvements in reporting quality are necessary.
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Affiliation(s)
- M A T van Wissen
- Department of Orthopaedics, Rehabilitation and Physical Therapy, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC, Leiden, The Netherlands.
| | - M A M Berger
- The Hague University of Applied Sciences, The Hague, The Netherlands
| | - J W Schoones
- Directorate of Research Policy (Walaeus Library), Leiden, The Netherlands
| | - M G J Gademan
- Department of Orthopaedics, Rehabilitation and Physical Therapy, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - C H M van den Ende
- Department of Research, Sint Maartenskliniek, Nijmegen, The Netherlands
- Department of Rheumatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - T P M Vliet Vlieland
- Department of Orthopaedics, Rehabilitation and Physical Therapy, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - S F E van Weely
- Department of Orthopaedics, Rehabilitation and Physical Therapy, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
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Doumen M, De Cock D, Van Lierde C, Betrains A, Pazmino S, Bertrand D, Westhovens R, Verschueren P. Engagement and attrition with eHealth tools for remote monitoring in chronic arthritis: a systematic review and meta-analysis. RMD Open 2022; 8:rmdopen-2022-002625. [PMID: 36302561 PMCID: PMC9621170 DOI: 10.1136/rmdopen-2022-002625] [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: 07/28/2022] [Accepted: 09/30/2022] [Indexed: 11/06/2022] Open
Abstract
Objectives Although eHealth tools are potentially useful for remote disease monitoring, barriers include concerns of low engagement and high attrition. We aimed to summarise evidence on patients’ engagement and attrition with eHealth tools for remotely monitoring disease activity/impact in chronic arthritis. Methods A systematic literature search was conducted for original articles and abstracts published before September 2022. Eligible studies reported quantitative measures of patients’ engagement with eHealth instruments used for remote monitoring in chronic arthritis. Engagement rates were pooled using random effects meta-analysis. Results Of 8246 references, 45 studies were included: 23 using smartphone applications, 13 evaluating wearable activity trackers, 7 using personal digital assistants, 6 including web-based platforms and 2 using short message service. Wearable-based studies mostly reported engagement as the proportion of days the tracker was worn (70% pooled across 6 studies). For other eHealth tools, engagement was mostly reported as completion rates for remote patient-reported outcomes (PROs). The pooled completion rate was 80%, although between-study heterogeneity was high (I2 93%) with significant differences between eHealth tools and frequency of PRO-collection. Engagement significantly decreased with longer study duration, but attrition varied across studies (0%–89%). Several predictors of higher engagement were reported. Data on the influence of PRO-reporting frequency were conflicting. Conclusion Generally high patient engagement was reported with eHealth tools for remote monitoring in chronic arthritis. However, we found considerable between-study heterogeneity and a relative lack of real-world data. Future studies should use standardised measures of engagement, preferably assessed in a daily practice setting. Trial registeration number The protocol was registered on PROSPERO (CRD42021267936).
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Affiliation(s)
- Michaël Doumen
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium,Rheumatology, KU Leuven University Hospitals, Leuven, Belgium
| | - Diederik De Cock
- Department of Public Health, Biostatistics and Medical Informatics Research Group, Vrije Universiteit Brussel, Brussels, Belgium
| | - Caroline Van Lierde
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Albrecht Betrains
- General Internal Medicine, KU Leuven University Hospitals, Leuven, Belgium
| | - Sofia Pazmino
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Delphine Bertrand
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium
| | - René Westhovens
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium,Rheumatology, KU Leuven University Hospitals, Leuven, Belgium
| | - Patrick Verschueren
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Centre, Katholieke Universiteit Leuven, Leuven, Belgium,Rheumatology, KU Leuven University Hospitals, Leuven, Belgium
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9
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Östlind E, Ekvall Hansson E, Eek F, Stigmar K. Experiences of activity monitoring and perceptions of digital support among working individuals with hip and knee osteoarthritis - a focus group study. BMC Public Health 2022; 22:1641. [PMID: 36042425 PMCID: PMC9426251 DOI: 10.1186/s12889-022-14065-0] [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: 06/21/2022] [Accepted: 08/23/2022] [Indexed: 11/11/2022] Open
Abstract
Background Mobile health (mHealth), wearable activity trackers (WATs) and other digital solutions could support physical activity (PA) in individuals with hip and knee osteoarthritis (OA), but little is described regarding experiences and perceptions of digital support and the use of WAT to self-monitor PA. Thus, the aim of this study was to explore the experiences of using a WAT to monitor PA and the general perceptions of mHealth and digital support in OA care among individuals of working age with hip and knee OA. Methods We conducted a focus group study where individuals with hip and knee OA (n = 18) were recruited from the intervention group in a cluster-randomized controlled trial (C-RCT). The intervention in the C-RCT comprised of 12-weeks use of a WAT with a mobile application to monitor PA in addition to participating in a supported OA self-management program. In this study, three focus group discussions were conducted. The discussions were transcribed and qualitative content analysis with an inductive approach was applied. Results The analysis resulted in two main categories: A WAT may aid in optimization of PA, but is not a panacea with subcategories WATs facilitate PA; Increased awareness of one’s limitations and WATs are not always encouraging, and the second main category was Digital support is an appreciated part of OA care with subcategories Individualized, early and continuous support; PT is essential but needs to be modernized and Easy, comprehensive, and reliable digital support. Conclusion WATs may facilitate PA but also aid individuals with OA to find the optimal level of activity to avoid increased pain. Digital support in OA care was appreciated, particularly as a part of traditional care with physical visits. The participants expressed that the digital support should be easy, comprehensive, early, and continuous. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-14065-0.
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Affiliation(s)
- Elin Östlind
- Department of Health Sciences, Lund University, Lund, Sweden. .,Dalby Health Care Center, Region Skåne, Sweden.
| | - Eva Ekvall Hansson
- Department of Health Sciences, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
| | - Frida Eek
- Department of Health Sciences, Lund University, Lund, Sweden
| | - Kjerstin Stigmar
- Department of Health Sciences, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
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Östlind E, Eek F, Stigmar K, Sant'Anna A, Hansson EE. Promoting work ability with a wearable activity tracker in working age individuals with hip and/or knee osteoarthritis: a randomized controlled trial. BMC Musculoskelet Disord 2022; 23:112. [PMID: 35114983 PMCID: PMC8812043 DOI: 10.1186/s12891-022-05041-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 01/10/2022] [Indexed: 11/16/2022] Open
Abstract
Background Physical activity (PA) may improve work ability and health in individuals with hip and/or knee osteoarthritis (OA). The use of wearable activity trackers (WATs) has been shown to increase PA and improve other health outcomes but little is known concerning their effect on work ability. The objectives of this study were to examine the effect of self-monitoring PA with a WAT on work ability, PA and work productivity among individuals of working age with hip and/or knee OA. Methods Individuals (n = 160) were included and cluster-randomized to a Supported Osteoarthritis Self-management Program (SOASP) with the addition of self-monitoring PA using a commercial WAT for 12 weeks (n = 86), or only the SOASP (n = 74). Primary outcome was self-reported work ability measured with the Work Ability Index (WAI) and secondary outcomes were self-reported PA measured with the International Physical Activity Questionnaire – Short Form (IPAQ-SF) and work productivity, measured with the Work Productivity and Activity Impairment scale: Osteoarthritis (WPAI:OA) at baseline and after 3, 6 and 12 months. Data was primarily analysed with linear mixed models. Results Participants with data from baseline and at least one follow-up were included in the analyses (n = 124). Linear mixed models showed no statistically significant difference between groups regarding pattern of change in work ability or PA, from baseline to follow-ups. Also, neither group had a statistically significant difference in work ability between baseline and each follow-up. Conclusion The SOASP together with self-monitoring PA with a WAT did not have any effect on the primary outcome variable work ability. Participants already at baseline had good work ability and were physically active, which could have reduced the possibility for improvements. Future interventions should target a population with lower work ability and PA-level. Trial registration ClinicalTrials.gov, NCT03354091. Registered 15/11/2017.
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Affiliation(s)
- Elin Östlind
- Department of Health Sciences, Division of Physiotherapy, Lund University, Lund, Sweden. .,Dalby Healthcare Center, Region Skåne, Lund, Sweden.
| | - Frida Eek
- Department of Health Sciences, Division of Physiotherapy, Lund University, Lund, Sweden
| | - Kjerstin Stigmar
- Department of Health Sciences, Division of Physiotherapy, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
| | | | - Eva Ekvall Hansson
- Department of Health Sciences, Division of Physiotherapy, Lund University, Lund, Sweden.,Skåne University Hospital, Lund, Sweden
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Östlind E, Eek F, Stigmar K, Sant’Anna A, Ekvall Hansson E, Struglics A. Associations Between Physical Activity, Self-reported Joint Function, and Molecular Biomarkers in Working Age Individuals With Hip and/or Knee Osteoarthritis. CLINICAL MEDICINE INSIGHTS: ARTHRITIS AND MUSCULOSKELETAL DISORDERS 2022; 15:11795441221081063. [PMID: 35342314 PMCID: PMC8950022 DOI: 10.1177/11795441221081063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/28/2022] [Indexed: 11/18/2022]
Abstract
Objective: Previous research has suggested an association between physical activity (PA), joint function, and molecular biomarkers, but more studies are needed. The aim of this study was to explore the associations between PA or self-reported joint function and molecular biomarkers of cartilage and inflammation in individuals with hip and/or knee osteoarthritis (OA). Specific objectives were to explore the correlations between (1) the change over 3 months in self-reported PA/joint function and the change in molecular biomarkers (2) objectively measured PA and molecular biomarkers measured at 3-month follow-up. Design: Working age participants (n = 91) were recruited from a cluster randomized controlled trial. Self-reported PA, joint function, and serum samples were collected at baseline and after 3 months. Serum concentrations of the inflammatory marker C-reactive protein (CRP) and the cartilage markers Alanine-Arginine-Glycine-Serine (ARGS)-aggrecan, cartilage oligomeric matrix protein (COMP), and type II collagen C2C were analyzed by immunoassays. Objectively measured PA (steps/day) was collected during 12 weeks from activity trackers used by 53 participants. Associations were analyzed with Spearman’s rank correlation. Results: There was a weak negative correlation between the change in self-reported PA and the change in COMP (rs = −0.256, P = .040) but not for the other molecular biomarkers. There were no correlations between the change in self-reported joint function and the change in molecular biomarkers or between the average steps/day and the molecular biomarkers at follow-up (rs ⩽ −0.206, P ⩾ .06). Conclusion: In general, no or only weak associations were found between PA/joint function and molecular biomarkers. Future research recommends including participants with lower PA, extend the follow-up, and use a design that allows comparisons.
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Affiliation(s)
- Elin Östlind
- Research Group Physiotherapy, Division of Physiotherapy, Department of Health Sciences, Lund University, Lund, Sweden
- Dalby Healthcare Center, Region Skåne, Lund, Sweden
| | - Frida Eek
- Division of Physiotherapy, Department of Health Sciences, Lund University, Lund, Sweden
| | - Kjerstin Stigmar
- Division of Physiotherapy, Department of Health Sciences, Lund University, Lund, Sweden
- Skåne University Hospital, Lund, Sweden
| | | | - Eva Ekvall Hansson
- Division of Physiotherapy, Department of Health Sciences, Lund University, Lund, Sweden
- Skåne University Hospital, Lund, Sweden
| | - André Struglics
- Department of Clinical Sciences, Orthopaedics, Lund University, Lund, Sweden
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