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van Tilburg ML, Spin I, Pisters MF, Staal JB, Ostelo RW, van der Velde M, Veenhof C, Kloek CJ. Barriers and Facilitators to the Implementation of Digital Health Services for People With Musculoskeletal Conditions in the Primary Health Care Setting: Systematic Review. J Med Internet Res 2024; 26:e49868. [PMID: 39190440 PMCID: PMC11387918 DOI: 10.2196/49868] [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: 06/13/2023] [Revised: 12/01/2023] [Accepted: 04/10/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND In recent years, the effectiveness and cost-effectiveness of digital health services for people with musculoskeletal conditions have increasingly been studied and show potential. Despite the potential of digital health services, their use in primary care is lagging. A thorough implementation is needed, including the development of implementation strategies that potentially improve the use of digital health services in primary care. The first step in designing implementation strategies that fit the local context is to gain insight into determinants that influence implementation for patients and health care professionals. Until now, no systematic overview has existed of barriers and facilitators influencing the implementation of digital health services for people with musculoskeletal conditions in the primary health care setting. OBJECTIVE This systematic literature review aims to identify barriers and facilitators to the implementation of digital health services for people with musculoskeletal conditions in the primary health care setting. METHODS PubMed, Embase, and CINAHL were searched for eligible qualitative and mixed methods studies up to March 2024. Methodological quality of the qualitative component of the included studies was assessed with the Mixed Methods Appraisal Tool. A framework synthesis of barriers and facilitators to implementation was conducted using the Consolidated Framework for Implementation Research (CFIR). All identified CFIR constructs were given a reliability rating (high, medium, or low) to assess the consistency of reporting across each construct. RESULTS Overall, 35 studies were included in the qualitative synthesis. Methodological quality was high in 34 studies and medium in 1 study. Barriers (-) of and facilitators (+) to implementation were identified in all 5 CFIR domains: "digital health characteristics" (ie, commercial neutral [+], privacy and safety [-], specificity [+], and good usability [+]), "outer setting" (ie, acceptance by stakeholders [+], lack of health care guidelines [-], and external financial incentives [-]), "inner setting" (ie, change of treatment routines [+ and -], information incongruence (-), and support from colleagues [+]), "characteristics of the healthcare professionals" (ie, health care professionals' acceptance [+ and -] and job satisfaction [+ and -]), and the "implementation process" (involvement [+] and justification and delegation [-]). All identified constructs and subconstructs of the CFIR had a high reliability rating. Some identified determinants that influence implementation may be facilitators in certain cases, whereas in others, they may be barriers. CONCLUSIONS Barriers and facilitators were identified across all 5 CFIR domains, suggesting that the implementation process can be complex and requires implementation strategies across all CFIR domains. Stakeholders, including digital health intervention developers, health care professionals, health care organizations, health policy makers, health care funders, and researchers, can consider the identified barriers and facilitators to design tailored implementation strategies after prioritization has been carried out in their local context.
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Affiliation(s)
- Mark Leendert van Tilburg
- Innovation of Movement Care Research Group, Research Centre for Healthy and Sustainable Living, HU University of Applied Sciences Utrecht, Utrecht, Netherlands
| | - Ivar Spin
- Innovation of Movement Care Research Group, Research Centre for Healthy and Sustainable Living, HU University of Applied Sciences Utrecht, Utrecht, Netherlands
| | - Martijn F Pisters
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, Netherlands
- Research Group Empowering Healthy Behaviour, Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, Netherlands
| | - J Bart Staal
- Musculoskeletal Rehabilitation Research Group, HAN University of Applied Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
- Radboud Institute for Health Sciences, IQ Healthcare, Radboud University Medical Center, Nijmegen, Netherlands
| | - Raymond Wjg Ostelo
- Department of Health Sciences, Faculty of Science, VU University, Amsterdam Movement Sciences Research Institute, Amsterdam, Netherlands
- Department of Epidemiology and Data Science, Amsterdam University Medical Center, Location Vrije Universiteit, Amsterdam Movement Sciences Research Institute, Amsterdam, Netherlands
| | - Miriam van der Velde
- Innovation of Movement Care Research Group, Research Centre for Healthy and Sustainable Living, HU University of Applied Sciences Utrecht, Utrecht, Netherlands
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Cindy Veenhof
- Innovation of Movement Care Research Group, Research Centre for Healthy and Sustainable Living, HU University of Applied Sciences Utrecht, Utrecht, Netherlands
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, Netherlands
| | - Corelien Jj Kloek
- Innovation of Movement Care Research Group, Research Centre for Healthy and Sustainable Living, HU University of Applied Sciences Utrecht, Utrecht, Netherlands
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, Netherlands
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Franco JB, Maximino LP, Barretti Secchi LL, Antonelli BC, Blasca WQ. What Are the Barriers to Telerehabilitation in the Treatment of Musculoskeletal Diseases? PORTUGUESE JOURNAL OF PUBLIC HEALTH 2024; 42:33-42. [PMID: 39469489 PMCID: PMC11499665 DOI: 10.1159/000534762] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 10/11/2023] [Indexed: 10/30/2024] Open
Abstract
Introduction Musculoskeletal-related chronic pain is one of the most disabling in the world, with knee osteoarthrosis (OA) being one of the main causes of functional limitation and chronic pain among people over 45 years of age. In view of this, the expansion of telehealth services, including telerehabilitation, allows less restricted access to health services, reducing expenses and saving time. Purpose The aim of the study was to verify the barriers to the implementation of telerehabilitation in the treatment of chronic musculoskeletal diseases compared to face-to-face rehabilitation. Data Source The data were obtained from PubMed, Scopus, the Virtual Health Library (VHL), Cochrane, and the Web of Science databases. Methods This systematic review followed PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to answer the PICOT question, "What are the barriers to implementing a telerehabilitation program for older people with knee osteoarthritis?". The risk of bias was analyzed using the Review Manager program (RevMan). A search for articles was conducted and included only randomized clinical trials with older people with knee OA, selected by two blinded authors, according to inclusion and exclusion criteria, without publication time restriction, in the PROSPERO registry CRD42022316488. Results The barriers to telerehabilitation have been overcome with the diversification of means of communication, the various possible ways of monitoring these patients from a distance, and the scheduling of face-to-face assessments and reassessments. The results presented in this review indicate that the barriers to implementing treatment protocols have been overcome, leading to clinical results which showed that there were no differences between the telerehabilitation and face-to-face groups for the clinical condition investigated. Conclusion The barriers to telerehabilitation, which were more related to Internet access, telecommunication devices, personal relationships, and adequate monitoring of the exercise protocol, were overcome by diversifying the means of communication and delivering the exercise protocol for the implementation of telerehabilitation.
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Affiliation(s)
- José Bassan Franco
- USP, Postgraduate Program in Speech Therapy, Communication Processes and Disorders area, Bauru, Brazil
| | - Luciana Paula Maximino
- USP, Postgraduate Program in Speech Therapy, Communication Processes and Disorders area, Bauru, Brazil
| | - Leonardo Luiz Barretti Secchi
- Department of Physical Therapy, Postgraduate Program in Physical Therapy, UFSCAR - Federal University of São Carlos, São Carlos, Brazil
| | - Bianca Caseiro Antonelli
- USP, Postgraduate Program in Speech Therapy, Communication Processes and Disorders area, Bauru, Brazil
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Bindschedler A, Ziller C, Gerber EY, Behrendt F, Crüts B, Parmar K, Gerth HU, Gäumann S, Dierkes W, Schuster-Amft C, Bonati LH. Feasibility of an Application-Based Outpatient Rehabilitation Program for Stroke Survivors: Acceptability and Preliminary Results for Patient-Reported Outcomes. Bioengineering (Basel) 2024; 11:135. [PMID: 38391621 PMCID: PMC10886035 DOI: 10.3390/bioengineering11020135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/16/2024] [Accepted: 01/24/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND The majority of stroke survivors experience long-term impairments. Regular physical activity and other lifestyle modifications play an important role in rehabilitation. Outpatient rehabilitation using telemedicine might be suitable to improve functional ability and long-term secondary prevention. The Strokecoach Intervention Program (SIP, Strokecoach GmbH, Cologne, Germany) comprises training, coaching and monitoring with the aim of improving or at least maintaining functional independence and preventing further stroke through more targeted physical activity. The SIP is provided as blended care, which refers to the integrated and coordinated delivery of healthcare services that combines traditional in-person interactions with technology-mediated interventions, optimizing the use of both face-to-face and virtual modalities to enhance patient outcomes. OBJECTIVE The aim of this study was to evaluate the acceptance of the SIP by the participants and its practical application, as well as to obtain initial indications of effects of the SIP on the basis of patient-related outcome measures, blood pressure measurements and recording of physical activity in parallel with the intervention. METHODS Data from individuals with stroke participating in the SIP were analyzed retrospectively. Within the SIP, participants received an application-based training program, were instructed to measure their blood pressure daily and to wear an activity tracker (pedometer). During the intervention period of either 6 or 12 weeks, the participants were supported and motivated by a personal coach via a messenger application. The primary outcomes of the analysis were recruitment, acceptance of and satisfaction with the SIP. Secondary outcomes included functional measures, mobility and health-related quality of life. RESULTS A total of 122 individuals with stroke could be recruited for the SIP. A total of 96 out of 122 were able to start the program (54% female, mean age 54.8 (SD = 13.1), 6.1 (SD = 6.6) years after stroke onset) and 88 completed the SIP. Participants wore the activity tracker on 66% and tracked their blood pressure on 72% of their intervention days. A further analyzed subgroup of 38 participants showed small improvements in patient-reported outcomes such as health-related quality of life (SF-36) with an increase of 12 points in the subdomain mental health, vitality (12.6) and physical functioning (9.1). However, no statistically significant improvements were found in other performance-based measures (Timed Up and Go test, gait speed). CONCLUSIONS This study showed that a blended therapy approach for stroke survivors with mild to moderate impairments in the chronic phase is feasible and was highly accepted by participants, who benefitted from the additional coaching.
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Affiliation(s)
| | - Carina Ziller
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
| | - Eve-Yaël Gerber
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- Faculty of Psychology, University of Basel, 4055 Basel, Switzerland
| | - Frank Behrendt
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- School of Engineering and Computer Science, Bern University of Applied Sciences, 2501 Biel, Switzerland
| | | | - Katrin Parmar
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- Department of Neurology, University Hospital Basel, 4031 Basel, Switzerland
| | - Hans Ulrich Gerth
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- Department of Medicine, University Hospital Münster, 48149 Münster, Germany
| | - Szabina Gäumann
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
| | | | - Corina Schuster-Amft
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- School of Engineering and Computer Science, Bern University of Applied Sciences, 2501 Biel, Switzerland
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland
| | - Leo H Bonati
- Research Department, Reha Rheinfelden, 4310 Rheinfelden, Switzerland
- Department of Neurology, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, 4031 Basel, Switzerland
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Timmer MA, Kuijlaars IAR, Kloek C, de Kleijn P, Schutgens REG, Veenhof C, Pisters MF. Proof of concept and feasibility of a blended physiotherapy intervention for persons with haemophilic arthropathy. Haemophilia 2023; 29:290-307. [PMID: 36395788 PMCID: PMC10099997 DOI: 10.1111/hae.14690] [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: 06/28/2022] [Revised: 10/11/2022] [Accepted: 10/23/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Regular physiotherapy with a physiotherapist experienced in the field is not feasible for many patients with haemophilia. We, therefore, developed a blended physiotherapy intervention for persons with haemophilic arthropathy (HA) (e-Exercise HA), integrating face-to-face physiotherapy with a smartphone application. AIM The aim of the study was to determine proof of concept of e- Exercise HA and to evaluate feasibility. METHODS Proof of concept was evaluated by a single-case multiple baseline design. Physical activity (PA) was measured with an accelerometer during a baseline, intervention and post-intervention phase and analysed using visual inspection and a single case randomisation test. Changes in limitations in activities (Haemophilia Activities List [HAL]) and a General Perceived Effect (GPE) were evaluated between baseline (T0), post-intervention (T1) and 3 months post-intervention (T2) using Wilcoxson signed rank test. Feasibility was evaluated by the number of adverse events, attended sessions and open-ended questions. RESULTS Nine patients with HA (90% severe, median age 57.5 (quartiles 50.5-63.3) and median HJHS 32 (quartiles 22-36)) were included. PA increased in two patients. HAL increased mean 15 (SD 9) points (p = .001) at T1, and decrease to mean +8 points (SD 7) (p = .012) at T2 compared to T0. At T1 and T2 8/9 participants scored a GPE > 3. Median 5 (range 4-7) face-to-face sessions were attended and a median 8 out of 12 information modules were viewed. No intervention-related bleeds were reported. CONCLUSION A blended physiotherapy intervention is feasible for persons with HA and the first indication of the effectiveness of the intervention in decreasing limitations in activities was observed.
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Affiliation(s)
- Merel A Timmer
- Van Creveldkliniek, Center for Benign Haematology, Thrombosis and Haemostasis, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Physical Therapy Research, Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Isolde A R Kuijlaars
- Van Creveldkliniek, Center for Benign Haematology, Thrombosis and Haemostasis, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Corelien Kloek
- Research Group Innovation of Human Movement Care, University of Applied Sciences Utrecht, Utrecht, the Netherlands.,Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands
| | - Piet de Kleijn
- Van Creveldkliniek, Center for Benign Haematology, Thrombosis and Haemostasis, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Roger E G Schutgens
- Van Creveldkliniek, Center for Benign Haematology, Thrombosis and Haemostasis, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Cindy Veenhof
- Physical Therapy Research, Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.,Research Group Innovation of Human Movement Care, University of Applied Sciences Utrecht, Utrecht, the Netherlands
| | - Martijn F Pisters
- Physical Therapy Research, Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.,Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands.,Research Group Empowering Healthy Behaviour, Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, The Netherlands
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van Velsen L, Ludden G, Grünloh C. The Limitations of User-and Human-Centered Design in an eHealth Context and How to Move Beyond Them. J Med Internet Res 2022; 24:e37341. [PMID: 36197718 PMCID: PMC9582917 DOI: 10.2196/37341] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 07/27/2022] [Accepted: 08/19/2022] [Indexed: 11/24/2022] Open
Abstract
Human-centered design (HCD) is widely regarded as the best design approach for creating eHealth innovations that align with end users’ needs, wishes, and context and has the potential to impact health care. However, critical reflections on applying HCD within the context of eHealth are lacking. Applying a critical eye to the use of HCD approaches within eHealth, we present and discuss 9 limitations that the current practices of HCD in eHealth innovation often carry. The limitations identified range from limited reach and bias to narrow contextual and temporal focus. Design teams should carefully consider if, how, and when they should involve end users and other stakeholders in the design process and how they can combine their insights with existing knowledge and design skills. Finally, we discuss how a more critical perspective on using HCD in eHealth innovation can move the field forward and offer 3 directions of inspiration to improve our design practices: value-sensitive design, citizen science, and more-than-human design. Although value-sensitive design approaches offer a solution to some of the biased or limited views of traditional HCD approaches, combining a citizen science approach with design inspiration and imagining new futures could widen our view on eHealth innovation. Finally, a more-than-human design approach will allow eHealth solutions to care for both people and the environment. These directions can be seen as starting points that invite and support the field of eHealth innovation to do better and to try and develop more inclusive, fair, and valuable eHealth innovations that will have an impact on health and care.
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Affiliation(s)
- Lex van Velsen
- eHealth Department, Roessingh Research and Development, Enschede, Netherlands.,Department of Communication Science, University of Twente, Enschede, Netherlands
| | - Geke Ludden
- Department of Design, Production and Management, University of Twente, Enschede, Netherlands
| | - Christiane Grünloh
- eHealth Department, Roessingh Research and Development, Enschede, Netherlands.,Biomedical Systems and Signals group, University of Twente, Enschede, Netherlands
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Bouma SE, van Beek JFE, Diercks RL, van der Woude LHV, Stevens M, van den Akker-Scheek I. Barriers and facilitators perceived by healthcare professionals for implementing lifestyle interventions in patients with osteoarthritis: a scoping review. BMJ Open 2022; 12:e056831. [PMID: 35105598 PMCID: PMC8808449 DOI: 10.1136/bmjopen-2021-056831] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 01/07/2022] [Indexed: 11/07/2022] Open
Abstract
OBJECTIVE To provide an overview of barriers and facilitators that healthcare professionals (HCPs) perceive regarding the implementation of lifestyle interventions (LIs) in patients with hip and/or knee osteoarthritis (OA). DESIGN Scoping review. DATA SOURCES The databases PubMed, Embase, CINAHL, PsycINFO and the Cochrane Library were searched from inception up to January 2021. ELIGIBILITY CRITERIA Primary research articles with a quantitative, qualitative or mixed-methods design were eligible for inclusion if they reported: (1) perceptions of primary and/or secondary HCPs (population); (2) on implementing LIs with physical activity and/or weight management as key components (concept) and (3) on conservative management of hip and/or knee OA (context). Articles not published in English, German or Dutch were excluded. DATA EXTRACTION AND SYNTHESIS Barriers and facilitators were extracted by two researchers independently. Subsequently, the extracted factors were linked to a framework based on the Tailored Implementation for Chronic Diseases checklist. RESULTS Thirty-six articles were included. In total, 809 factors were extracted and subdivided into nine domains. The extracted barriers were mostly related to non-optimal interdisciplinary collaboration, patients' negative attitude towards LIs, patients' low health literacy and HCPs' lack of knowledge and skills around LIs or promoting behavioural change. The extracted facilitators were mostly related to good interdisciplinary collaboration, a positive perception of HCPs' own role in implementing LIs, the content or structure of LIs and HCPs' positive attitude towards LIs. CONCLUSIONS Multiple individual and environmental factors influence the implementation of LIs by HCPs in patients with hip and/or knee OA. The resulting overview of barriers and facilitators can guide future research on the implementation of LIs within OA care. To investigate whether factor frequency is related to the relevance of each domain, further research should assess the relative importance of the identified factors involving all relevant disciplines of primary and secondary HCPs. PROSPERO REGISTRATION NUMBER CRD42019129348.
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Affiliation(s)
- Sjoukje E Bouma
- Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Juliette F E van Beek
- Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Ron L Diercks
- Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lucas H V van der Woude
- Center for Human Movement Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Rehabilitation Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Peter Harrison Centre for Disability Sport, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Martin Stevens
- Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Inge van den Akker-Scheek
- Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Kip H, Keizer J, da Silva MC, Beerlage-de Jong N, Köhle N, Kelders SM. Methods for Human-Centered eHealth Development: Narrative Scoping Review. J Med Internet Res 2022; 24:e31858. [PMID: 35084359 PMCID: PMC8832261 DOI: 10.2196/31858] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 10/29/2021] [Accepted: 11/15/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Thorough holistic development of eHealth can contribute to a good fit among the technology, its users, and the context. However, despite the availability of frameworks, not much is known about specific research activities for different aims, phases, and settings. This results in researchers having to reinvent the wheel. Consequently, there is a need to synthesize existing knowledge on research activities for participatory eHealth development processes. OBJECTIVE The 3 main goals of this review are to create an overview of the development strategies used in studies based on the CeHRes (Center for eHealth Research) Roadmap, create an overview of the goals for which these methods can be used, and provide insight into the lessons learned about these methods. METHODS We included eHealth development studies that were based on the phases and/or principles of the CeHRes Roadmap. This framework was selected because of its focus on participatory, iterative eHealth design in context and to limit the scope of this review. Data were extracted about the type of strategy used, rationale for using the strategy, research questions, and reported information on lessons learned. The most frequently mentioned lessons learned were summarized using a narrative, inductive approach. RESULTS In the included 160 papers, a distinction was made between overarching development methods (n=10) and products (n=7). Methods are used to gather new data, whereas products can be used to synthesize previously collected data and support the collection of new data. The identified methods were focus groups, interviews, questionnaires, usability tests, literature studies, desk research, log data analyses, card sorting, Delphi studies, and experience sampling. The identified products were prototypes, requirements, stakeholder maps, values, behavior change strategies, personas, and business models. Examples of how these methods and products were applied in the development process and information about lessons learned were provided. CONCLUSIONS This study shows that there is a plethora of methods and products that can be used at different points in the development process and in different settings. To do justice to the complexity of eHealth development, it seems that multiple strategies should be combined. In addition, we found no evidence for an optimal single step-by-step approach to develop eHealth. Rather, researchers need to select the most suitable research methods for their research objectives, the context in which data are collected, and the characteristics of the participants. This study serves as a first step toward creating a toolkit to support researchers in applying the CeHRes Roadmap to practice. In this way, they can shape the most suitable and efficient eHealth development process.
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Affiliation(s)
- Hanneke Kip
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
- Department of Research, Transfore, Deventer, Netherlands
| | - Julia Keizer
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Marcia C da Silva
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Nienke Beerlage-de Jong
- Department of Health Technology & Services Research, University of Twente, Enschede, Netherlands
| | - Nadine Köhle
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Saskia M Kelders
- Centre for eHealth and Wellbeing Research, Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
- Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa
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Morimoto Y, Takahashi T, Sawa R, Saitoh M, Morisawa T, Kagiyama N, Kasai T, Dinesen B, Hollingdal M, Refsgaard J, Daida H. Web Portals for Patients With Chronic Diseases: Scoping Review of the Functional Features and Theoretical Frameworks of Telerehabilitation Platforms. J Med Internet Res 2022; 24:e27759. [PMID: 35084355 PMCID: PMC8832270 DOI: 10.2196/27759] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 09/08/2021] [Accepted: 12/03/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has required an increased need for rehabilitation activities applicable to patients with chronic diseases. Telerehabilitation has several advantages, including reducing clinic visits by patients vulnerable to infectious diseases. Digital platforms are often used to assist rehabilitation services for patients in remote settings. Although web portals for medical use have existed for years, the technology in telerehabilitation remains a novel method. OBJECTIVE This scoping review investigated the functional features and theoretical approaches of web portals developed for telerehabilitation in patients with chronic diseases. METHODS PubMed and Web of Science were reviewed to identify articles associated with telerehabilitation. Of the 477 nonduplicate articles reviewed, 35 involving 14 portals were retrieved for the scoping review. The functional features, targeted diseases, and theoretical approaches of these portals were studied. RESULTS The 14 portals targeted patients with chronic obstructive pulmonary disease, cardiovascular, osteoarthritis, multiple sclerosis, cystic fibrosis diseases, and stroke and breast cancer survivors. Monitoring/data tracking and communication functions were the most common, followed by exercise instructions and diary/self-report features. Several theoretical approaches, behavior change techniques, and motivational techniques were found to be utilized. CONCLUSIONS The web portals could unify and display multiple types of data and effectively provide various types of information. Asynchronous correspondence was more favorable than synchronous, real-time interactions. Data acquisition often required assistance from other digital tools. Various functions with patient-centered principles, behavior change strategies, and motivational techniques were observed for better support shifting to a healthier lifestyle. These findings suggested that web portals for telerehabilitation not only provided entrance into rehabilitation programs but also reinforced participant-centered treatment, adherence to rehabilitation, and lifestyle changes over time.
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Affiliation(s)
- Yuh Morimoto
- Faculty of Health Science, Juntendo University, Tokyo, Japan
| | - Tetsuya Takahashi
- Department of Physical Therapy, Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Digital Health and Telemedicine Research and Development, Faculty of Health Science, Juntendo University, Tokyo, Japan
| | - Ryuichi Sawa
- Department of Physical Therapy, Faculty of Health Science, Juntendo University, Tokyo, Japan
| | - Masakazu Saitoh
- Department of Physical Therapy, Faculty of Health Science, Juntendo University, Tokyo, Japan
| | - Tomoyuki Morisawa
- Department of Physical Therapy, Faculty of Health Science, Juntendo University, Tokyo, Japan
| | - Nobuyuki Kagiyama
- Department of Digital Health and Telemedicine Research and Development, Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takatoshi Kasai
- Department of Digital Health and Telemedicine Research and Development, Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Birthe Dinesen
- Laboratory for Welfare Technologies - Telehealth & Telerehabilitation, Sport Sciences - Performance and Technology, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Malene Hollingdal
- Department of Cardiology, Regional Hospital in Viborg, Viborg, Denmark
| | - Jens Refsgaard
- Department of Cardiology, Regional Hospital in Viborg, Viborg, Denmark
| | - Hiroyuki Daida
- Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Physical Therapy, Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Digital Health and Telemedicine Research and Development, Faculty of Health Science, Juntendo University, Tokyo, Japan
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
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9
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van Tilburg ML, Kloek CJJ, Pisters MF, Staal JB, van Dongen JM, de Weerd M, Ostelo RWJG, Foster NE, Veenhof C. Stratified care integrated with eHealth versus usual primary care physiotherapy in patients with neck and/or shoulder complaints: protocol for a cluster randomized controlled trial. BMC Musculoskelet Disord 2021; 22:143. [PMID: 33546656 PMCID: PMC7862842 DOI: 10.1186/s12891-021-03989-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 01/19/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Neck and shoulder complaints are common in primary care physiotherapy. These patients experience pain and disability, resulting in high societal costs due to, for example, healthcare use and work absence. Content and intensity of physiotherapy care can be matched to a patient's risk of persistent disabling pain. Mode of care delivery can be matched to the patient's suitability for blended care (integrating eHealth with physiotherapy sessions). It is hypothesized that combining these two approaches to stratified care (referred to from this point as Stratified Blended Approach) will improve the effectiveness and cost-effectiveness of physiotherapy for patients with neck and/or shoulder complaints compared to usual physiotherapy. METHODS This paper presents the protocol of a multicenter, pragmatic, two-arm, parallel-group, cluster randomized controlled trial. A total of 92 physiotherapists will be recruited from Dutch primary care physiotherapy practices. Physiotherapy practices will be randomized to the Stratified Blended Approach arm or usual physiotherapy arm by a computer-generated random sequence table using SPSS (1:1 allocation). Number of physiotherapists (1 or > 1) will be used as a stratification variable. A total of 238 adults consulting with neck and/or shoulder complaints will be recruited to the trial by the physiotherapy practices. In the Stratified Blended Approach arm, physiotherapists will match I) the content and intensity of physiotherapy care to the patient's risk of persistent disabling pain, categorized as low, medium or high (using the Keele STarT MSK Tool) and II) the mode of care delivery to the patient's suitability and willingness to receive blended care. The control arm will receive physiotherapy as usual. Neither physiotherapists nor patients in the control arm will be informed about the Stratified Blended Approach arm. The primary outcome is region-specific pain and disability (combined score of Shoulder Pain and Disability Index & Neck Pain and Disability Scale) over 9 months. Effectiveness will be compared using linear mixed models. An economic evaluation will be performed from the societal and healthcare perspective. DISCUSSION The trial will be the first to provide evidence on the effectiveness and cost-effectiveness of the Stratified Blended Approach compared with usual physiotherapy in patients with neck and/or shoulder complaints. TRIAL REGISTRATION Netherlands Trial Register: NL8249 . Officially registered since 27 December 2019. Date of first enrollment: 30 September 2020. Study status: ongoing, data collection.
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Affiliation(s)
- Mark L van Tilburg
- Expertise Center Healthy Urban Living, Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Heidelberglaan 7, 3584, CS, Utrecht, the Netherlands.
| | - Corelien J J Kloek
- Expertise Center Healthy Urban Living, Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Heidelberglaan 7, 3584, CS, Utrecht, the Netherlands
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands
| | - Martijn F Pisters
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Research Group Empowering Healthy Behaviour, Department of Health Innovations and Technology, Fontys University of Applied Sciences, Eindhoven, the Netherlands
| | - J Bart Staal
- Musculoskeletal Rehabilitation Research Group, HAN University of Applied Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
- Radboud Institute for Health Sciences, IQ Healthcare, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johanna M van Dongen
- Department of Health Sciences, Faculty of Science, VU University, Amsterdam Movement Sciences Research Institute, Amsterdam, the Netherlands
| | - Marjolein de Weerd
- Expertise Center Healthy Urban Living, Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Heidelberglaan 7, 3584, CS, Utrecht, the Netherlands
| | - Raymond W J G Ostelo
- Department of Health Sciences, Faculty of Science, VU University, Amsterdam Movement Sciences Research Institute, Amsterdam, the Netherlands
- Department of Epidemiology and Data Science, Amsterdam University Medical Center, Amsterdam Movement Sciences Research Institute, Amsterdam, the Netherlands
| | - Nadine E Foster
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
- STARS Education and Research Alliance, School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Cindy Veenhof
- Expertise Center Healthy Urban Living, Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Heidelberglaan 7, 3584, CS, Utrecht, the Netherlands
- Center for Physical Therapy Research and Innovation in Primary Care, Julius Health Care Centers, Utrecht, the Netherlands
- Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
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Effects of a 12-week home exercise therapy program on pain and neuromuscular activity in patients with patellofemoral pain syndrome. Arch Orthop Trauma Surg 2020; 140:1985-1992. [PMID: 32728976 DOI: 10.1007/s00402-020-03543-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 07/15/2020] [Indexed: 10/23/2022]
Abstract
INTRODUCTION The aim of this study is to evaluate the effects of a 12-week home exercise therapy program on pain, function and neuromuscular activity of the vastus medialis and vastus lateralis. MATERIALS AND METHODS Fifty patients with patellofemoral pain syndrome were treated with a 12-week online home exercise program. The primary outcomes of pain and function were assessed at the 12-week follow-up using the Visual Analog Scale and Kujala Score, respectively. Secondary outcomes were the muscle onset time and the ratio of vastus medialis and vastus lateralis during different daily activities. RESULTS After 12 weeks, patients showed significant (p < 0.05) improvements of 27 points on the Visual Analog Scale and 10 points on Kujala Score. Differences in pre-post comparison regarding both temporal and amplitude-related neurophysiological differences between the vastus medialis and lateralis were only found when the subjects were divided into groups of different electromyographic patterns. Then changes in the pre-post comparison were particularly evident in the patient group with a delayed vastus medialis onset and a lower activity of the vastus medialis compared to the VL. CONCLUSION Pain and function improved significantly after a home exercise therapy program in patients with patellofemoral pain syndrome. In addition, patients with a delayed onset or reduced activity of the vastus medialis compared to the vastus lateralis experienced a reduction in this imbalance.
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Naeemabadi MR, Fazlali H, Najafi S, Dinesen B, Hansen J. Telerehabilitation for Patients With Knee Osteoarthritis: A Focused Review of Technologies and Teleservices. JMIR BIOMEDICAL ENGINEERING 2020. [DOI: 10.2196/16991] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Background
Telerehabilitation programs are designed with the aim of improving the quality of services as well as overcoming existing limitations in terms of resource management and accessibility of services. This review will collect recent studies investigating telerehabilitation programs for patients with knee osteoarthritis while focusing on the technologies and services provided in the programs.
Objective
The main objective of this review is to identify and discuss the modes of service delivery and technologies in telerehabilitation programs for patients with knee osteoarthritis. The gaps, strengths, and weaknesses of programs will be discussed individually.
Methods
Studies published in English since 2000 were retrieved from the EMBASE, Scopus, Web of Science, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PubMed, Physiotherapy Evidence Database (PEDro), and PsycINFO databases. The search words “telerehabilitation,” “telehealth,” “telemedicine,” “teletherapy,” and “ehealth” were combined with “knee” and “rehabilitation” to generate a data set of studies for screening and review. The final group of studies reviewed here includes those that implemented teletreatment for patients for at least 2 weeks of rehabilitation.
Results
In total, 1198 studies were screened, and the full text of 154 studies was reviewed. Of these, 38 studies were included, and data were extracted accordingly. Four modes of telerehabilitation service delivery were identified: phone-based, video-based, sensor-based, and expert system–based telerehabilitation. The intervention services provided in the studies included information, training, communication, monitoring, and tracking. Video-based telerehabilitation programs were frequently used. Among the identified services, information and educational material were introduced in only one-quarter of the studies.
Conclusions
Video-based telerehabilitation programs can be considered the best alternative solution to conventional treatment. This study shows that, in recent years, sensor-based solutions have also become more popular due to rapid developments in sensor technology. Nevertheless, communication and human-generated feedback remain as important as monitoring and intervention services.
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12
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Timmer MA, Kloek CJJ, de Kleijn P, Kuijlaars IAR, Schutgens REG, Veenhof C, Pisters MF. A Blended Physiotherapy Intervention for Persons With Hemophilic Arthropathy: Development Study. J Med Internet Res 2020; 22:e16631. [PMID: 32558654 PMCID: PMC7334756 DOI: 10.2196/16631] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 12/16/2019] [Accepted: 01/26/2020] [Indexed: 12/12/2022] Open
Abstract
Background Joint bleeds are the hallmark of hemophilia, leading to a painful arthritic condition called as hemophilic arthropathy (HA). Exercise programs are frequently used to improve the physical functioning in persons with HA. As hemophilia is a rare disease, there are not many physiotherapists who are experienced in the field of hemophilia, and regular physiotherapy sessions with an experienced physiotherapist in the field of hemophilia are not feasible for persons with HA. Blended care is an innovative intervention that can support persons with HA at home to perform the advised physical activities and exercises and provide self-management information. Objective The aim of this study was to develop a blended physiotherapy intervention for persons with HA. Methods The blended physiotherapy intervention, namely, e-Exercise HA was developed by cocreation with physiotherapists, persons with HA, software developers, and researchers. The content of e-Exercise HA was compiled using the first 3 steps of the Center for eHealth Research roadmap model (ie, contextual inquiry, value specification, and design), including people with experience in the development of previous blended physiotherapy interventions, a literature search, and focus groups. Results A 12-week blended intervention was developed, integrating face-to-face physiotherapy sessions with a web-based app. The intervention consists of information modules for persons with HA and information modules for physiotherapists, a graded activity program using a self-chosen activity, and personalized video-supported exercises. The information modules consist of text blocks, videos, and reflective questions. The patients can receive pop-ups as reminders and give feedback on the performance of the prescribed activities. Conclusions In this study, we developed a blended physiotherapy intervention for persons with HA, which consists of information modules, a graded activity program, and personalized video-supported exercises.
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Affiliation(s)
- Merel A Timmer
- van Creveldkliniek, University Medical Center Utrecht, Utrecht, Netherlands
| | - Corelien J J Kloek
- Research Group Innovation of Human Movement Care, University of Applied Sciences Utrecht, Utrecht, Netherlands
| | - Piet de Kleijn
- van Creveldkliniek, University Medical Center Utrecht, Utrecht, Netherlands
| | | | | | - Cindy Veenhof
- Research Group Innovation of Human Movement Care, University of Applied Sciences Utrecht, Utrecht, Netherlands.,Physical Therapy Research, Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, Netherlands
| | - Martijn F Pisters
- Physical Therapy Research, Department of Rehabilitation, Physical Therapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, Netherlands
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van der Meer HA, de Pijper L, van Bruxvoort T, Visscher CM, Nijhuis-van der Sanden MWG, Engelbert RHH, Speksnijder CM. Using e-Health in the physical therapeutic care process for patients with temporomandibular disorders: a qualitative study on the perspective of physical therapists and patients. Disabil Rehabil 2020; 44:617-624. [PMID: 32543903 DOI: 10.1080/09638288.2020.1775900] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Background: Treatment of temporomandibular disorder (TMD) currently consists of a combination of noninvasive therapies and may be supported by e-Health. It is, however, unclear if physical therapists and patients are positive towards the use of e-Health.Purpose: To assess the needs, facilitators and barriers of the use of an e-Health application from the perspective of both orofacial physical therapists and patients with TMD.Methods: A descriptive qualitative study was performed. Eleven physical therapists and nine patients with TMD were interviewed using a topic guide. Thematic analysis was applied, and findings were ordered according to four themes: acceptance of e-Health, expected utility, usability and convenience.Results: Physical therapists identified the need for e-Health as a supporting application to send questionnaires, animated exercises and evaluation tools. Key facilitators for both physical therapists and patients for implementing e-Health included the increase in self-efficacy, support of data collection and personalization of the application. Key barriers are the increase of screen time, the loss of personal contact, not up-to-date information and poor design of the application.Conclusions: Physical therapists and patients with TMD are positive towards the use of e-Health, in a blended form with the usual rehabilitation care process for TMD complaints.Implications for rehabilitationThe rehabilitation process of temporomandibular complaints may be supported by the use of e-Health applications.Physical therapists and patients with temporomandibular disorders are positive towards the use of e-Health as an addition to the usual care.Especially during the treatment process, there is a need for clear animated videos and reminders for the patients.
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Affiliation(s)
- Hedwig A van der Meer
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, The Netherlands.,Department of Oral-Maxillofacial Surgery and Special Dental Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Education of Physiotherapy, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands.,Research Institute for Health Sciences, IQ healthcare, Radboud University Medical Center, Nijmegen, The Netherlands.,Department of Rehabilitation, Amsterdam University Medical Centers (AUMC), University of Amsterdam, Amsterdam, Amsterdam Movement Sciences, The Netherlands
| | | | | | - Corine M Visscher
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University Amsterdam, Amsterdam, The Netherlands
| | | | - Raoul H H Engelbert
- Education of Physiotherapy, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands.,Department of Rehabilitation, Amsterdam University Medical Centers (AUMC), University of Amsterdam, Amsterdam, Amsterdam Movement Sciences, The Netherlands
| | - Caroline M Speksnijder
- Department of Oral-Maxillofacial Surgery and Special Dental Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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van Tilburg ML, Kloek CJJ, Staal JB, Bossen D, Veenhof C. Feasibility of a stratified blended physiotherapy intervention for patients with non-specific low back pain: a mixed methods study. Physiother Theory Pract 2020; 38:286-298. [PMID: 32431201 DOI: 10.1080/09593985.2020.1756015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
INTRODUCTION Integrating web-based or mobile components and face-to-face components within a treatment process is called blended care. As part of the participatory development of a blended physiotherapeutic intervention for patients with low back pain (e-Exercise LBP), a proof of concept study was carried out and showed promising results. OBJECTIVE To investigate the feasibility of the e-Exercise LBP prototype for patients and physiotherapists to improve the intervention. METHODS A mixed methods study was executed, embedded in the development phase of e-Exercise LBP. 21 physiotherapists treated 41 patients with e-Exercise LBP. Quantitative data consisted of: patients' satisfaction on a five-point Likert Scale; patients' and physiotherapists' experienced usability of the web-based application (System Usability Scale) and; patients' experiences with e-Exercise LBP (closed-ended questions and statements related to the elements and goals of e-Exercise LBP). Semi-structured interviews about experiences with e-Exercise LBP were conducted with seven patients and seven physiotherapists. Qualitative data were analyzed by a phenomenological approach. Quantitative data were analyzed with descriptive statistics. RESULTS Patients were satisfied with e-Exercise LBP (mean: 4.0; SD:0.8; range: extreme dissatisfaction (1)-extreme satisfaction (5)). Usability of the web-based application was acceptable (patients: mean: 73.2 (SD:16.3); physiotherapists: mean: 63.3 (SD:12.0); range: 0-100). Interviews revealed that physiotherapists' training is essential to successfully integrate the web-based application and face-to-face sessions within physiotherapy treatment. Also, patients addressed the need of reminder messages to support long-term (exercise) adherence. CONCLUSION e-Exercise LBP appeared to be feasible. However, various prerequisites and points of improvement were mentioned to improve physiotherapists' training and the prototype.
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Affiliation(s)
- Mark L van Tilburg
- Department of Rehabilitation, Physiotherapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Innovation of Human Movement Care Research Group, HU University of Applied Sciences, Utrecht, The Netherlands
| | - Corelien J J Kloek
- Department of Rehabilitation, Physiotherapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Innovation of Human Movement Care Research Group, HU University of Applied Sciences, Utrecht, The Netherlands.,Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - J Bart Staal
- Research Group Musculoskeletal Rehabilitation, HAN University of Applied Sciences, Nijmegen, The Netherlands.,Radboud Institute for Health Sciences, Radboud University Medical Centre, IQ Healthcare, Nijmegen, The Netherlands
| | - Daniël Bossen
- Achieve Center of Expertise, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
| | - Cindy Veenhof
- Department of Rehabilitation, Physiotherapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Innovation of Human Movement Care Research Group, HU University of Applied Sciences, Utrecht, The Netherlands.,Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
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Kloek CJJ, Janssen J, Veenhof C. Development of a Checklist to Assist Physiotherapists in Determination of Patients' Suitability for a Blended Treatment. Telemed J E Health 2019; 26:1051-1065. [PMID: 31804904 DOI: 10.1089/tmj.2019.0143] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background: The integration of digital applications within health care is called blended care. Introduction: Despite its potential, physiotherapists experience difficulty in determining which patients are suitable for blended care. This study aimed to develop a checklist to support physiotherapists while setting up a blended treatment. Therefore, we aimed to investigate which patient characteristics predict patients' suitability for blended physiotherapy and which patient characteristics need to be taken into account while determining the ratio between therapeutic guidance and a digital application. Methods: A scoping review was conducted consisting of (1) literature search in PubMed and PEDro up to December 2017: studies were eligible if they focused on blended physiotherapy consisting of contact at least twice with a physiotherapist complemented by a digital application, and characteristics related to patients' suitability for blended physiotherapy were extracted and categorized in themes; (2) a checklist item for each theme formulated by the authors, which resulted in a first version of the Dutch Blended Physiotherapy Checklist; and (3) expert opinion and feedback on clinical relevance by six experts. The checklist was adapted accordingly. Results: The final Dutch Blended Physiotherapy Checklist consists of eight items: motivation, safety, equipment, digital skills, health literacy, self-management, time, and financial factors. Discussion: The next step is to investigate the feasibility and predictive validity of the checklist, that is, whether this checklist is actually able to predict patients' suitability for blended physiotherapy. Conclusions: This study provides the final version of the Dutch Blended Physiotherapy Checklist, which is supposed to guide physiotherapists in their clinical reasoning process while setting up a personalized, blended physiotherapy treatment.
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Affiliation(s)
- Corelien J J Kloek
- Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Utrecht, The Netherlands
| | - Joep Janssen
- Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Utrecht, The Netherlands.,Department of Pediatrics, De Hoogstraat Rehabilitation, Utrecht, The Netherlands.,Center of Excellence for Rehabilitation Medicine, Utrecht, The Netherlands
| | - Cindy Veenhof
- Research Group Innovation of Human Movement Care, HU University of Applied Sciences Utrecht, Utrecht, The Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
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Kloek C, van Tilburg M, Staal J, Veenhof C, Bossen D. Development and proof of concept of a blended physiotherapeutic intervention for patients with non-specific low back pain. Physiotherapy 2019; 105:483-491. [DOI: 10.1016/j.physio.2018.12.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 12/08/2018] [Indexed: 10/27/2022]
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Kloek CJJ, van Dongen JM, de Bakker DH, Bossen D, Dekker J, Veenhof C. Cost-effectiveness of a blended physiotherapy intervention compared to usual physiotherapy in patients with hip and/or knee osteoarthritis: a cluster randomized controlled trial. BMC Public Health 2018; 18:1082. [PMID: 30170586 PMCID: PMC6119267 DOI: 10.1186/s12889-018-5975-7] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 08/16/2018] [Indexed: 11/20/2022] Open
Abstract
Background Blended physiotherapy, in which physiotherapy sessions and an online application are integrated, might support patients in taking an active role in the management of their chronic condition and may reduce disease related costs. The aim of this study was to evaluate the cost-effectiveness of a blended physiotherapy intervention (e-Exercise) compared to usual physiotherapy in patients with osteoarthritis of hip and/or knee, from the societal as well as the healthcare perspective. Methods This economic evaluation was conducted alongside a 12-month cluster randomized controlled trial, in which 108 patients received e-Exercise, consisting of physiotherapy sessions and a web-application, and 99 patients received usual physiotherapy. Clinical outcome measures were quality-adjusted life years (QALYs) according to the EuroQol (EQ-5D-3 L), physical functioning (HOOS/KOOS) and physical activity (Actigraph Accelerometer). Costs were measured using self-reported questionnaires. Missing data were multiply imputed and bootstrapping was used to estimate statistical uncertainty. Results Intervention costs and medication costs were significantly lower in e-Exercise compared to usual physiotherapy. Total societal costs and total healthcare costs did not significantly differ between groups. No significant differences in effectiveness were found between groups. For physical functioning and physical activity, the maximum probability of e-Exercise being cost-effective compared to usual physiotherapy was moderate (< 0.82) from both perspectives. For QALYs, the probability of e-Exercise being cost-effective compared to usual physiotherapy was 0.68/0.84 at a willingness to pay of 10,000 Euro and 0.70/0.80 at a willingness to pay of 80,000 Euro per gained QALY, from respectively the societal and the healthcare perspective. Conclusions E-Exercise itself was significantly cheaper compared to usual physiotherapy in patients with hip and/or knee osteoarthritis, but not cost-effective from the societal- as well as healthcare perspective. The decision between both interventions can be based on the preferences of the patient and the physiotherapist. Trial registration NTR4224 (25 October 2013). Electronic supplementary material The online version of this article (10.1186/s12889-018-5975-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Corelien J J Kloek
- Tranzo, Tilburg University, Tilburg, the Netherlands. .,Netherlands Institute for Health Services Research (NIVEL), Utrecht, the Netherlands. .,Department of Rehabilitation, Physiotherapy Sciences and Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands. .,Expertise Center Innovation of Care, Research Group Innovation of Mobility Care, University of Applied Sciences Utrecht, Utrecht, the Netherlands.
| | - Johanna M van Dongen
- Department of Health Sciences and EMGO+ Institute for Health and Care Research, Faculty of Earth and Life Sciences, VU University Medical Center Amsterdam, Amsterdam, the Netherlands
| | - Dinny H de Bakker
- Tranzo, Tilburg University, Tilburg, the Netherlands.,Netherlands Institute for Health Services Research (NIVEL), Utrecht, the Netherlands
| | - Daniël Bossen
- ACHIEVE Centre of Expertise, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
| | - Joost Dekker
- Department of Rehabilitation Medicine Amsterdam Public Health Research Institute, VU University Medical Center Amsterdam, Amsterdam, the Netherlands.,Department of Psychiatry Amsterdam Public Health Research Institute, VU University Medical Center Amsterdam, Amsterdam, the Netherlands
| | - Cindy Veenhof
- Department of Rehabilitation, Physiotherapy Sciences and Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands.,Expertise Center Innovation of Care, Research Group Innovation of Mobility Care, University of Applied Sciences Utrecht, Utrecht, the Netherlands
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Kloek CJJ, Bossen D, Spreeuwenberg PM, Dekker J, de Bakker DH, Veenhof C. Effectiveness of a Blended Physical Therapist Intervention in People With Hip Osteoarthritis, Knee Osteoarthritis, or Both: A Cluster-Randomized Controlled Trial. Phys Ther 2018; 98:560-570. [PMID: 29788253 PMCID: PMC6016690 DOI: 10.1093/ptj/pzy045] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 04/11/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND Integrating physical therapy sessions and an online application (e-Exercise) might support people with hip osteoarthritis (OA), knee OA, or both (hip/knee OA) in taking an active role in the management of their chronic condition and may reduce the number of physical therapy sessions. OBJECTIVE The objective of this study was to investigate the short- and long-term effectiveness of e-Exercise compared to usual physical therapy in people with hip/knee OA. DESIGN The design was a prospective, single-blind, multicenter, superiority, cluster- randomized controlled trial. SETTING The setting included 143 primary care physical therapist practices. PARTICIPANTS The participants were 208 people who had hip/knee OA and were 40 to 80 years of age. INTERVENTION e-Exercise is a 3-month intervention in which about 5 face-to-face physical therapy sessions were integrated with an online application consisting of graded activity, exercise, and information modules. Usual physical therapy was conducted according to the Dutch physical therapy guidelines on hip and knee OA. MEASUREMENTS Primary outcomes, measured at baseline after 3 and 12 months, were physical functioning and free-living physical activity. Secondary outcome measures were pain, tiredness, quality of life, self-efficacy, and the number of physical therapy sessions. RESULTS The e-Exercise group (n = 109) received, on average, 5 face-to-face sessions; the usual physical therapy group (n = 99) received 12. No significant differences in primary outcomes between the e-Exercise group and the usual physical therapy group were found. Within-group analyses for both groups showed a significant improvement in physical functioning. After 3 months, participants in the e-Exercise group reported an increase in physical activity; however, no objectively measured differences in physical activity were found. With respect to secondary outcomes, after 12 months, sedentary behavior significantly increased in the e-Exercise group compared with the usual physical therapy group. In both groups, there were significant improvements for pain, tiredness, quality of life, and self-efficacy. LIMITATIONS The response rate at 12 months was 65%. CONCLUSIONS The blended intervention, e-Exercise, was not more effective than usual physical therapy in people with hip/knee OA.
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Affiliation(s)
- Corelien J J Kloek
- Tranzo, Tilburg University, Tilburg, the Netherlands; Netherlands Institute for Health Services Research (NIVEL), Utrecht, the Netherlands; Department of Rehabilitation, Physiotherapy Sciences and Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht; and Expertise Center Innovation of Care, Research Group Innovation of Mobility Care, University of Applied Sciences Utrecht,Address all correspondence to Ms Kloek at:
| | - Daniël Bossen
- ACHIEVE Centre of Applied Research, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
| | | | - Joost Dekker
- Department of Rehabilitation Medicine and Department of Psychiatry, Amsterdam Public Health Research Institute, VU University Medical Center Amsterdam, Amsterdam
| | - Dinny H de Bakker
- Tranzo, Tilburg University; and Netherlands Institute for Health Services Research (NIVEL)
| | - Cindy Veenhof
- Department of Rehabilitation, Physiotherapy Sciences and Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht; and Expertise Center Innovation of Care, Research Group Innovation of Mobility Care, University of Applied Sciences Utrecht
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Kloek CJJ, Bossen D, de Vries HJ, de Bakker DH, Veenhof C, Dekker J. Physiotherapists' experiences with a blended osteoarthritis intervention: a mixed methods study. Physiother Theory Pract 2018; 36:572-579. [PMID: 29952687 DOI: 10.1080/09593985.2018.1489926] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
INTRODUCTION E-Exercise is an effective 12-week blended intervention consisting of around five face-to-face physiotherapy sessions and a web-based application for patients with hip/knee osteoarthritis. In order to facilitate effective implementation of e-Exercise, this study aims to identify physiotherapists' experiences and determinants related to the usage of e-Exercise. Methods: An explanatory sequential mixed methods design embedded in a randomized controlled trial comparing e-Exercise with usual physiotherapy in patients with hip/knee osteoarthritis. Usage of e-Exercise was based on recruitment rates of 123 physiotherapists allocated to e-Exercise and objective web-based application usage data. Experiences and determinants related to e-Exercise usage were investigated with a questionnaire and clarified with semi-structured interviews. Results: Of the 123 physiotherapists allocated to e-Exercise, 54 recruited more than one eligible patient, of whom 10 physiotherapists continued using e-Exercise after the study period. Physiotherapists had mixed experiences with e-Exercise. Determinants related to intervention usage were appropriateness, added value, time, workload, professional autonomy, environmental factors, and financial consequences. Physiotherapists recommended to improve the ability to tailor e-Exercise to the individual needs of the patient patients' individual needs. Discussion: Determinants related to the usage of e-Exercise provided valuable information for the implementation of e-Exercise on broader scale. Most importantly, the flexibility of e-Exercise needs to be improved. Next, there is a need for education on how to integrate an online program within physiotherapy.
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Affiliation(s)
- Corelien J J Kloek
- School of Social and Behavioral Sciences, Tilburg University , Tilburg, The Netherlands.,Netherlands Institute for Health Services Research (NIVEL) , Utrecht, the Netherlands.,Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht , Utrecht, the Netherlands.,Research Group Innovation of Human Movement Care, Utrecht University of Applied Sciences , Utrecht, The Netherlands
| | - Daniël Bossen
- ACHIEVE Centre of Expertise, Faculty of Health, Amsterdam University of Applied Sciences , Amsterdam, The Netherlands
| | - Herman J de Vries
- Netherlands Institute for Health Services Research (NIVEL) , Utrecht, the Netherlands.,Professorship Personalised Digital Health, Hanze University of Applied Sciences , Groningen, The Netherlands.,Department of Human Behaviour & Organisational Innovation, TNO , Soesterberg, The Netherlands.,Research Institute SHARE, University Medical Center Groningen , Groningen, The Netherlands
| | - Dinny H de Bakker
- School of Social and Behavioral Sciences, Tilburg University , Tilburg, The Netherlands.,Netherlands Institute for Health Services Research (NIVEL) , Utrecht, the Netherlands
| | - Cindy Veenhof
- Department of Rehabilitation, Physical Therapy Science & Sports, Brain Center Rudolf Magnus, University Medical Center Utrecht , Utrecht, the Netherlands.,Research Group Innovation of Human Movement Care, Utrecht University of Applied Sciences , Utrecht, The Netherlands
| | - Joost Dekker
- Department of Rehabilitation Medicine & Department of Psychiatry, EMGO Institute, VU University Medical Center Amsterdam , Amsterdam, the Netherlands
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Mathijssen EGE, Vriezekolk JE, Eijsbouts AMM, van den Hoogen FHJ, van den Bemt BJF. Support needs for medication use and the suitability of eHealth technologies to address these needs: a focus group study of older patients with rheumatoid arthritis. Patient Prefer Adherence 2018; 12:349-358. [PMID: 29563778 PMCID: PMC5846299 DOI: 10.2147/ppa.s152759] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE The objectives of this study were to explore the needs of patients with rheumatoid arthritis (RA) regarding support for medication use and to gain insight into their perspective on the suitability of eHealth technologies to address these needs. METHODS Three focus groups were conducted with 28 patients with RA. Audio recordings made during the focus groups were transcribed verbatim. Two researchers independently performed an inductive, thematic analysis on the data (ie, the transcripts and field notes). RESULTS The following three themes that described support needs of patients with RA for medication use were identified in the data: 1) informational support; 2) practical support; and 3) emotional support. Informational support reflected the provision of information and facts, including advice, suggestions, and feedback from health care providers. Practical support included the reinforcement of practical skills as well as the provision of medication aids and pharmacy services. Emotional support reflected a trusted patient-health care provider relationship, characterized by good communication. Although potential advantages of eHealth technologies to address the patients' support needs were recognized, concerns over matters such as personal interaction with health care providers, privacy and data security, and the quality and reliability of online information were prevalent. CONCLUSION Patients with RA have informational, practical, and emotional support needs for medication use. Informational support seems to be most important. From the patients' perspective, eHealth technologies may have the potential to address these needs. However, these technologies are regarded as a complement to, rather than a replacement of, current practices.
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Affiliation(s)
- Elke GE Mathijssen
- Department of Rheumatology, Sint Maartenskliniek, Nijmegen, the Netherlands
- Correspondence: Elke GE Mathijssen, Department of Rheumatology, Sint Maartenskliniek, PO Box 9011, 6500 GM, Nijmegen, the Netherlands, Tel +31 24 365 9185, Fax +31 24 365 9154, Email
| | | | - Agnes MM Eijsbouts
- Department of Rheumatology, Sint Maartenskliniek, Nijmegen, the Netherlands
| | - Frank HJ van den Hoogen
- Department of Rheumatology, Sint Maartenskliniek, Nijmegen, the Netherlands
- Department of Rheumatology, Radboud University Medical Centre, Nijmegen, the Netherlands
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de Vries HJ, Kloek CJJ, de Bakker DH, Dekker J, Bossen D, Veenhof C. Determinants of Adherence to the Online Component of a Blended Intervention for Patients with Hip and/or Knee Osteoarthritis: A Mixed Methods Study Embedded in the e-Exercise Trial. Telemed J E Health 2017; 23:1002-1010. [PMID: 28525310 DOI: 10.1089/tmj.2016.0264] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Embedding Web-based interventions within physiotherapy has potential, but knowledge on patient adherence to these interventions is limited. INTRODUCTION This study explores which patient-, intervention-, and environment-related factors are determinants of adherence to the online component of e-Exercise, a 12-week blended intervention for patients with hip and/or knee osteoarthritis. METHODS A convergent mixed methods study was performed, embedded within an ongoing trial. Quantitative data of 109 participants that received e-Exercise were used for negative binomial regression analysis. Adherence was defined as the number of online evaluated weeks. Next, semistructured interviews on factors related to adherence to the online component were analyzed. RESULTS Nineteen participants with missing outcome data because their program was not started were excluded. Of the 90 analyzed participants, 81.1% were evaluated for at least 8 weeks. Adherence was highest for participants with middle education, 1-5-year osteoarthritis duration, and participants who were physiotherapist recruited. The 10 analyzed interviews revealed that sufficient Internet skills, self-discipline, execution of the exercise plan, the intervention's usability, flexibility, persuasive design, added value, and acceptable required time, and research participation were linked to favorable adherence. DISCUSSION It is unknown if patients who adhered to the online component also adhered to their exercise plans. The relationship between adherence to the online component and clinical outcomes will be addressed in a future study. CONCLUSIONS The majority of the participants adhered to the online component of e-Exercise, illustrating its applicability. The integration within the physiotherapy setting and intervention's persuasive design appear to have an important role in optimizing patient adherence.
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Affiliation(s)
- Herman J de Vries
- 1 Netherlands Institute for Health Services Research , Utrecht, The Netherlands .,2 Physical Therapy Sciences Program in Clinical Health Sciences, University Medical Center Utrecht , Utrecht, The Netherlands .,3 Paramedics Physiotherapy Center , Assen, The Netherlands .,4 Saxion University of Applied Sciences , School of Health, Enschede, The Netherlands
| | - Corelien J J Kloek
- 1 Netherlands Institute for Health Services Research , Utrecht, The Netherlands .,5 Tilburg University , Tranzo, Tilburg, The Netherlands .,6 Department of Rehabilitation, Physiotherapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht , Utrecht, The Netherlands .,7 Research Group Innovation of Human Movement Care, Utrecht University of Applied Sciences , Utrecht, The Netherlands
| | - Dinny H de Bakker
- 1 Netherlands Institute for Health Services Research , Utrecht, The Netherlands .,5 Tilburg University , Tranzo, Tilburg, The Netherlands
| | - Joost Dekker
- 8 Department of Rehabilitation Medicine, EMGO Institute, VU University Medical Center Amsterdam , Amsterdam, The Netherlands .,9 Department of Psychiatry, EMGO Institute, VU University Medical Center Amsterdam , Amsterdam, The Netherlands
| | - Daniël Bossen
- 10 ACHIEVE Centre of Expertise, Faculty of Health, Amsterdam University of Applied Sciences , Amsterdam, The Netherlands
| | - Cindy Veenhof
- 2 Physical Therapy Sciences Program in Clinical Health Sciences, University Medical Center Utrecht , Utrecht, The Netherlands .,5 Tilburg University , Tranzo, Tilburg, The Netherlands .,6 Department of Rehabilitation, Physiotherapy Science and Sport, Brain Center Rudolf Magnus, University Medical Center Utrecht , Utrecht, The Netherlands
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Murphy SL, Robinson-Lane SG, Niemiec SLS. Knee and Hip Osteoarthritis Management: A Review of Current and Emerging Non-Pharmacological Approaches. CURRENT TREATMENT OPTIONS IN RHEUMATOLOGY 2016. [DOI: 10.1007/s40674-016-0054-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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