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Oudbier SJ, Souget-Ruff SP, Chen BSJ, Ziesemer KA, Meij HJ, Smets EMA. Implementation barriers and facilitators of remote monitoring, remote consultation and digital care platforms through the eyes of healthcare professionals: a review of reviews. BMJ Open 2024; 14:e075833. [PMID: 38858155 PMCID: PMC11168143 DOI: 10.1136/bmjopen-2023-075833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 05/14/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVES Digital transformation in healthcare is a necessity considering the steady increase in healthcare costs, the growing ageing population and rising number of people living with chronic diseases. The implementation of digital health technologies in patient care is a potential solution to these issues, however, some challenges remain. In order to navigate such complexities, the perceptions of healthcare professionals (HCPs) must be considered. The objective of this umbrella review is to identify key barriers and facilitators involved in digital health technology implementation, from the perspective of HCPs. DESIGN Systematic umbrella review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. DATA SOURCES Embase.com, PubMed and Web of Science Core Collection were searched for existing reviews dated up to 17 June 2022. Search terms included digital health technology, combined with terms related to implementation, and variations in terms encompassing HCP, such as physician, doctor and the medical discipline. ELIGIBILITY CRITERIA Quantitative and qualitative reviews evaluating digital technologies that included patient interaction were considered eligible. Three reviewers independently synthesised and assessed eligible reviews and conducted a critical appraisal. DATA EXTRACTION AND SYNTHESIS Regarding the data collection, two reviewers independently synthesised and interpreted data on barriers and facilitators. RESULTS Thirty-three reviews met the inclusion criteria. Barriers and facilitators were categorised into four levels: (1) the organisation, (2) the HCP, (3) the patient and (4) technical aspects. The main barriers and facilitators identified were (lack of) training (n=22/33), (un)familiarity with technology (n=17/33), (loss of) communication (n=13/33) and security and confidentiality issues (n=17/33). Barriers of key importance included increased workload (n=16/33), the technology undermining aspects of professional identity (n=11/33), HCP uncertainty about patients' aptitude with the technology (n=9/33), and technical issues (n=12/33). CONCLUSIONS The implementation strategy should address the key barriers highlighted by HCPs, for instance, by providing adequate training to familiarise HCPs with the technology, adapting the technology to the patient preferences and addressing technical issues. Barriers on both HCP and patient levels can be overcome by investigating the needs of the end-users. As we shift from traditional face-to-face care models towards new modes of care delivery, further research is needed to better understand the role of digital technology in the HCP-patient relationship.
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Affiliation(s)
- Susan J Oudbier
- Outpatient Division, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Medical Psychology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands
- Amsterdam Public Health research institute, Digital Health, Amsterdam, The Netherlands
- Amsterdam Public Health research institute, Quality of Care, Amsterdam, The Netherlands
| | - Sylvie P Souget-Ruff
- Department of Medical Psychology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands
| | - Britney S J Chen
- Department of Medical Psychology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands
| | - Kirsten A Ziesemer
- Medical Library, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Hans J Meij
- Outpatient Division, Amsterdam UMC, Amsterdam, The Netherlands
- National University of Singapore Yong Loo Lin School of Medicine, Singapore
| | - Ellen M A Smets
- Department of Medical Psychology, Amsterdam UMC, Location AMC, Amsterdam, The Netherlands
- Amsterdam Public Health research institute, Quality of Care, Amsterdam, The Netherlands
- Amsterdam Public Health research institute, Personalized Medicine, Amsterdam, The Netherlands
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Gago C, De Leon E, Mandal S, de la Calle F, Garcia M, Colella D, Dapkins I, Schoenthaler A. "Hypertension is such a difficult disease to manage": federally qualified health center staff- and leadership-perceived readiness to implement a technology-facilitated team-based hypertension model. Implement Sci Commun 2024; 5:49. [PMID: 38698497 PMCID: PMC11067286 DOI: 10.1186/s43058-024-00587-8] [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: 07/27/2023] [Accepted: 04/25/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Despite decades of evidence demonstrating the efficacy of hypertension care delivery in reducing morbidity and mortality, a majority of hypertension cases remain uncontrolled. There is an urgent need to elucidate and address multilevel facilitators and barriers clinical staff face in delivering evidence-based hypertension care, patients face in accessing it, and clinical systems face in sustaining it. Through a rigorous pre-implementation evaluation, we aimed to identify facilitators and barriers bearing the potential to affect the planned implementation of a multilevel technology-facilitated hypertension management trial across six primary care sites in a large federally qualified health center (FQHC) in New York City. METHODS During a dedicated pre-implementation period (3-9 months/site, 2021-2022), a capacity assessment was conducted by trained practice facilitators, including (1) online anonymous surveys (n = 124; 70.5% of eligible), (2) hypertension training analytics (n = 69; 94.5% of assigned), and (3) audio-recorded semi-structured interviews (n = 67; 48.6% of eligible) with FQHC leadership and staff. Surveys measured staff sociodemographic characteristics, adaptive reserve, evidence-based practice attitudes, and implementation leadership scores via validated scales. Training analytics, derived from end-of-course quizzes, included mean score and number attempts needed to pass. Interviews assessed staff-reported facilitators and barriers to current hypertension care delivery and uptake; following audio transcription, trained qualitative researchers employed a deductive coding approach, informed by the Consolidated Framework for Implementation Research (CFIR). RESULTS Most survey respondents reported moderate adaptive reserve (mean = 0.7, range = 0-1), evidence-based practice attitudes (mean = 2.7, range = 0-4), and implementation leadership (mean = 2.5, range = 0-4). Most staff passed training courses on first attempt and demonstrated high scores (means > 80%). Findings from interviews identified potential facilitators and barriers to implementation; specifically, staff reported that complex barriers to hypertension care, control, and clinical communication exist; there is a recognized need to improve hypertension care; in-clinic challenges with digital tool access imposes workflow delays; and despite high patient loads, staff are motivated to provide high-quality cares. CONCLUSIONS This study serves as one of the first to apply the CFIR to a rigorous pre-implementation evaluation within the understudied context of a FQHC and can serve as a model for similar trials seeking to identify and address contextual factors known to impact implementation success. TRIAL REGISTRATION ClinicalTrials.gov NCT03713515 , date of registration: October 19, 2018.
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Affiliation(s)
- Cristina Gago
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA.
| | - Elaine De Leon
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Soumik Mandal
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Franze de la Calle
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
| | - Masiel Garcia
- Family Health Centers at NYU Langone, Brooklyn, NY, USA
| | | | - Isaac Dapkins
- Family Health Centers at NYU Langone, Brooklyn, NY, USA
| | - Antoinette Schoenthaler
- Institute for Excellence in Health Equity, NYU Langone Health, 180 Madison Avenue, 7th Floor, New York, NY, 10016, USA
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Groom LL, Schoenthaler AM, Mann DM, Brody AA. Construction of the Digital Health Equity-Focused Implementation Research Conceptual Model - Bridging the Divide Between Equity-focused Digital Health and Implementation Research. PLOS DIGITAL HEALTH 2024; 3:e0000509. [PMID: 38776354 PMCID: PMC11111026 DOI: 10.1371/journal.pdig.0000509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 04/10/2024] [Indexed: 05/24/2024]
Abstract
Digital health implementations and investments continue to expand. As the reliance on digital health increases, it is imperative to implement technologies with inclusive and accessible approaches. A conceptual model can be used to guide equity-focused digital health implementations to improve suitability and uptake in diverse populations. The objective of this study is expand an implementation model with recommendations on the equitable implementation of new digital health technologies. The Digital Health Equity-Focused Implementation Research (DH-EquIR) conceptual model was developed based on a rigorous review of digital health implementation and health equity literature. The Equity-Focused Implementation Research for Health Programs (EquIR) model was used as a starting point and merged with digital equity and digital health implementation models. Existing theoretical frameworks and models were appraised as well as individual equity-sensitive implementation studies. Patient and program-related concepts related to digital equity, digital health implementation, and assessment of social/digital determinants of health were included. Sixty-two articles were analyzed to inform the adaption of the EquIR model for digital health. These articles included digital health equity models and frameworks, digital health implementation models and frameworks, research articles, guidelines, and concept analyses. Concepts were organized into EquIR conceptual groupings, including population health status, planning the program, designing the program, implementing the program, and equity-focused implementation outcomes. The adapted DH-EquIR conceptual model diagram was created as well as detailed tables displaying related equity concepts, evidence gaps in source articles, and analysis of existing equity-related models and tools. The DH-EquIR model serves to guide digital health developers and implementation specialists to promote the inclusion of health-equity planning in every phase of implementation. In addition, it can assist researchers and product developers to avoid repeating the mistakes that have led to inequities in the implementation of digital health across populations.
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Affiliation(s)
- Lisa L. Groom
- Rory Meyers College of Nursing, New York University, New York, New York, United States of America
- Medical Center Information Technology Department of Health Informatics, New York University Langone Health, New York, New York, United States of America
| | - Antoinette M. Schoenthaler
- Institute for Excellence in Health Equity, New York University Langone Health, New York, New York, United States of America
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Devin M. Mann
- Medical Center Information Technology Department of Health Informatics, New York University Langone Health, New York, New York, United States of America
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, United States of America
| | - Abraham A. Brody
- Rory Meyers College of Nursing, New York University, New York, New York, United States of America
- Division of Geriatric Medicine and Palliative Care, New York University Grossman School of Medicine, New York, New York, United States of America
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Leenen JPL, Scherrenberg M, Bruins W, Boyne J, Vranken J, Brunner la Rocca HP, Dendale P, van der Velde AE. Usability of a digital health platform to support home hospitalization in heart failure patients: a multicentre feasibility study among healthcare professionals. Eur J Cardiovasc Nurs 2024; 23:188-196. [PMID: 37294588 DOI: 10.1093/eurjcn/zvad059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 06/01/2023] [Accepted: 06/05/2023] [Indexed: 06/10/2023]
Abstract
AIMS Heart failure (HF) is a common cause of mortality and (re)hospitalizations. The NWE-Chance project explored the feasibility of providing hospitalizations at home (HH) supported by a newly developed digital health platform. The aim of this study was to explore the perceived usability by healthcare professionals (HCPs) of a digital platform in addition to HH for HF patients. METHODS AND RESULTS A prospective, international, multicentre, single-arm interventional study was conducted. Sixty-three patients and 22 HCPs participated. The HH consisted of daily home visits by the nurse and use of the platform, consisting of a portable blood pressure device, weight scale, pulse oximeter, a wearable chest patch to measure vital signs (heart rate, respiratory rate, activity level, and posture), and an eCoach for the patient. Primary outcome was usability of the platform measured by the System Usability Scale halfway and at the end of the study. Overall usability was rated as sufficient (mean score 72.1 ± 8.9) and did not differ between the measurements moments (P = 0.690). The HCPs reported positive experiences (n = 7), negative experiences (n = 13), and recommendations (n = 6) for the future. Actual use of the platform was 79% of the HH days. CONCLUSION A digital health platform to support HH was considered usable by HCPs, although actual use of the platform was limited. Therefore, several improvements in the integration of the digital platform into clinical workflows and in defining the precise role of the digital platform and its use are needed to add value before full implementation. REGISTRATION clinicaltrials.gov NCT04084964.
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Affiliation(s)
- Jobbe P L Leenen
- Connected Care Centre, Isala Hospital, Dr. van Heesweg 2, Zwolle, AB 8025, The Netherlands
- Isala Academy, Isala Hospital, Dr. van Heesweg 2, Zwolle, AB 8025, The Netherlands
| | - Martijn Scherrenberg
- Heart Centre Hasselt, Jessa Hospital, Salvatorstraat 20, Hasselt 3500, Belgium
- Faculty of Medicine and Life Sciences, UHasselt, Martelarenlaan 42, Hasselt 3500, Belgium
- Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium
| | - Wendy Bruins
- Isala Heart Centre, Isala Hospital, Dr. van Heesweg 2, Zwolle, AB 8025, The Netherlands
| | - Josiane Boyne
- Cardiology Department, Maastricht University Medical Centre, Minderbroedersberg 4-6, Maastricht, 6211 LK, The Netherlands
| | - Julie Vranken
- Faculty of Medicine and Life Sciences, UHasselt, Martelarenlaan 42, Hasselt 3500, Belgium
- Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium
| | - Hans-Peter Brunner la Rocca
- Cardiology Department, Maastricht University Medical Centre, Minderbroedersberg 4-6, Maastricht, 6211 LK, The Netherlands
| | - Paul Dendale
- Heart Centre Hasselt, Jessa Hospital, Salvatorstraat 20, Hasselt 3500, Belgium
- Faculty of Medicine and Life Sciences, UHasselt, Martelarenlaan 42, Hasselt 3500, Belgium
- Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, Martelarenlaan 42, Hasselt 3500, Belgium
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Wang T, Giunti G, Goossens R, Melles M. Timing, Indicators, and Approaches to Digital Patient Experience Evaluation: Umbrella Systematic Review. J Med Internet Res 2024; 26:e46308. [PMID: 38315545 PMCID: PMC10877490 DOI: 10.2196/46308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/05/2023] [Accepted: 11/29/2023] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND The increasing prevalence of DH applications has outpaced research and practice in digital health (DH) evaluations. Patient experience (PEx) was reported as one of the challenges facing the health system by the World Health Organization. To generate evidence on DH and promote the appropriate integration and use of technologies, a standard evaluation of PEx in DH is required. OBJECTIVE This study aims to systematically identify evaluation timing considerations (ie, when to measure), evaluation indicators (ie, what to measure), and evaluation approaches (ie, how to measure) with regard to digital PEx. The overall aim of this study is to generate an evaluation guide for further improving digital PEx evaluation. METHODS This is a 2-phase study parallel to our previous study. In phase 1, literature reviews related to PEx in DH were systematically searched from Scopus, PubMed, and Web of Science databases. Two independent raters conducted 2 rounds of paper screening, including title and abstract screening and full-text screening, and assessed the interrater reliability for 20% (round 1: 23/115 and round 2: 12/58) random samples using the Fleiss-Cohen coefficient (round 1: k1=0.88 and round 2: k2=0.80). When reaching interrater reliability (k>0.60), TW conducted the rest of the screening process, leaving any uncertainties for group discussions. Overall, 38% (45/119) of the articles were considered eligible for further thematic analysis. In phase 2, to check if there were any meaningful novel insights that would change our conclusions, we performed an updated literature search in which we collected 294 newly published reviews, of which 102 (34.7%) were identified as eligible articles. We considered them to have no important changes to our original results on the research objectives. Therefore, they were not integrated into the synthesis of this review and were used as supplementary materials. RESULTS Our review highlights 5 typical evaluation objectives that serve 5 stakeholder groups separately. We identified a set of key evaluation timing considerations and classified them into 3 categories: intervention maturity stages, timing of the evaluation, and timing of data collection. Information on evaluation indicators of digital PEx was identified and summarized into 3 categories (intervention outputs, patient outcomes, and health care system impact), 9 themes, and 22 subthemes. A set of evaluation theories, common study designs, data collection methods and instruments, and data analysis approaches was captured, which can be used or adapted to evaluate digital PEx. CONCLUSIONS Our findings enabled us to generate an evaluation guide to help DH intervention researchers, designers, developers, and program evaluators evaluate digital PEx. Finally, we propose 6 directions for encouraging further digital PEx evaluation research and practice to address the challenge of poor PEx.
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Affiliation(s)
- Tingting Wang
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Guido Giunti
- Research Unit of Health Sciences and Technology, Faculty of Medicine, University of Oulu, Oulu, Finland
- Clinical Medicine Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Richard Goossens
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Marijke Melles
- Department of Human-Centered Design, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
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Sharma Y, Cheung L, Patterson KK, Iaboni A. Factors influencing the clinical adoption of quantitative gait analysis technology with a focus on clinical efficacy and clinician perspectives: A scoping review. Gait Posture 2024; 108:228-242. [PMID: 38134709 DOI: 10.1016/j.gaitpost.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 11/14/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023]
Abstract
INTRODUCTION Quantitative gait analysis (QGA) has the potential to support clinician decision-making. However, it is not yet widely accepted in practice. Evidence for clinical efficacy (i.e., efficacy and effectiveness), as well as a users' perspective on using the technology in clinical practice (e.g., ease of use and usefulness) can help impact their widespread adoption. OBJECTIVE To synthesize the literature on the clinical efficacy and clinician perspectives on the use of gait analysis technologies in the clinical care of adult populations. METHODS This scoping review followed the Joanna Briggs Institute (JBI) methodology for scoping reviews. We included peer-reviewed and gray literature (i.e., conference abstracts). A search was conducted in MEDLINE (Ovid), CENTRAL (Ovid), EMBASE (Ovid), CINAHL (EBSCO) and SPORTDiscus (EBSCO). Included full-text studies were critically appraised using the JBI critical appraisal tools. RESULTS A total of 15 full-text studies and two conference abstracts were included in this review. Results suggest that QGA technologies can influence decision-making with some evidence to suggest their role in improving patient outcomes. The main barrier to ease of use was a clinician's lack of data expertise, and main facilitator was receiving support from staff. Barriers to usefulness included challenges finding suitable reference data and data accuracy, while facilitators were enhancing patient care and supporting clinical decision-making. SIGNIFICANCE This review is the first step to understanding how QGA technologies can optimize clinical practice. Many gaps in the literature exist and reveal opportunities to improve the clinical adoption of gait analysis technologies. Further research is needed in two main areas: 1) examining the clinical efficacy of gait analysis technologies and 2) gathering clinician perspectives using a theoretical model like the Technology Acceptance Model to guide study design. Results will inform research aimed at evaluating, developing, or implementing these technologies. FUNDING This work was supported by the Walter and Maria Schroeder Institute for Brain Innovation and Recovery and AGE-WELL Graduate Student Award in Technology and Aging [2021,2022].
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Affiliation(s)
- Yashoda Sharma
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada; KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, 550 University Avenue, M5G 2A2 Toronto, ON, Canada
| | - Lovisa Cheung
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada; KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, 550 University Avenue, M5G 2A2 Toronto, ON, Canada; Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada
| | - Kara K Patterson
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada; KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, 550 University Avenue, M5G 2A2 Toronto, ON, Canada; Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada
| | - Andrea Iaboni
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, 500 University Avenue, M5G 1V7 Toronto, ON, Canada; KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, 550 University Avenue, M5G 2A2 Toronto, ON, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, 250 College Street, M5T 1R8 Toronto, ON, Canada.
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Pagliari C, Di Tella S, Jonsdottir J, Mendozzi L, Rovaris M, De Icco R, Milanesi T, Federico S, Agostini M, Goffredo M, Pellicciari L, Franceschini M, Cimino V, Bramanti P, Baglio F. Effects of home-based virtual reality telerehabilitation system in people with multiple sclerosis: A randomized controlled trial. J Telemed Telecare 2024; 30:344-355. [PMID: 34851211 DOI: 10.1177/1357633x211054839] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
BACKGROUND AND OBJECTIVE Multiple sclerosis is an inflammatory and neurodegenerative disorder of the central nervous system that can lead to severe motor disability. The aim of this study was to verify the health care effects of an integrated telerehabilitation approach involving dual-domains (motor and cognitive) in people with multiple sclerosis using a virtual reality rehabilitation system compared to a home-based conventional rehabilitative intervention usual care for patient-relevant outcomes (motor, cognitive and participation). METHODS This multicentre interventional, randomized controlled trial included 70 participants with multiple sclerosis, 35 in the telerehabilitation group (30 sessions of home-based virtual reality rehabilitation system training, five sessions for week each lasting 45 min) and 35 in the usual care group (30 sessions of conventional treatment, five sessions for week). Participants completed the assessment of motor, cognitive and participation outcomes at baseline and after 6 weeks of treatment. RESULTS In total, 63.3% of the telerehabilitation group exhibited improvement in the physical domain of the quality of life (p = 0.045). The telerehabilitation group showed greater improvement than the usual care group in Mini-BESTest domains of balance (p = 0.014), postural control (p = 0.024), and dynamic walking (p = 0.020) at post-treatment. Higher adherence was registered for telerehabilitation compared with usual care (86.67% vs. 80.0%). DISCUSSION This study provides evidence that people with multiple sclerosis can benefit from telerehabilitation treatment in the physical domain of the quality of life and motor symptoms. Moreover, considering the persistent COVID-19 emergency, telerehabilitation can represent an effective telemedicine solution for safely delivering effective rehabilitation care to people with multiple sclerosis. TRIAL REGISTRATION NUMBER AND TRIAL REGISTER This trial was registered at ClinicalTrials.gov (NCT03444454).
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Affiliation(s)
| | - Sonia Di Tella
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
- Department of Psychology, Università Cattolica del Sacro Cuore, Italy
| | | | | | - Marco Rovaris
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Roberto De Icco
- Headache Science & Neurorehabilitation Center, IRCCS Mondino Foundation, Pavia, Italy
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Tommaso Milanesi
- Headache Science & Neurorehabilitation Center, IRCCS Mondino Foundation, Pavia, Italy
| | | | - Michela Agostini
- Department of Neuroscience, Section of Rehabilitation, University-General Hospital of Padova, Italy
| | - Michela Goffredo
- Neurorehabilitation Research Laboratory, Department of Neurological and Rehabilitation Sciences, IRCCS San Raffaele Roma, Rome, Italy
| | - Leonardo Pellicciari
- Neurorehabilitation Research Laboratory, Department of Neurological and Rehabilitation Sciences, IRCCS San Raffaele Roma, Rome, Italy
| | - Marco Franceschini
- Neurorehabilitation Research Laboratory, Department of Neurological and Rehabilitation Sciences, IRCCS San Raffaele Roma, Rome, Italy
- Department of Human Sciences and Promotion of the Quality of Life, San Raffaele University, Rome, Italy
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Almathami HKY, Win KT, Vlahu-Gjorgievska E. Empirical Evidence of Internal and External Factors Influencing Users' Motivation Toward Teleconsultation Use. Telemed J E Health 2024; 30:141-156. [PMID: 37343179 DOI: 10.1089/tmj.2022.0527] [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] [Indexed: 06/23/2023] Open
Abstract
Introduction: The use of teleconsultation systems has increased in recent years, which has improved patients' access to health care providers and enabled seamless interaction between them. The literature points out several factors that either facilitate or impede the use of teleconsultation. However, there is a lack of studies that provide empirical evidence of factors that influence consumers' motivation toward the use of teleconsultation systems. Aim and Objective: This study aimed to provide empirical evidence of the internal and external factors that influence consumers' motivation toward the use of teleconsultation systems. Methods: A cross-sectional survey was used to collect data from consumers who used a real-time teleconsultation system called the Sehha application in Saudi Arabia between March 13 and June 14, 2021. SPSS 27.0.1 was used for descriptive analysis. Results: Four hundred eighty-five participants completed the survey, 471 of whom were included in the analysis. The findings confirmed that internal and external factors exert an influence on consumers' motivation toward the use of teleconsultation systems. The findings indicated that the presence of factors such as saving time, saving cost, accessibility to health care, ease-of-use, reliable internet access, availability of devices, and appropriate places during the online connection would increase consumers' motivation toward teleconsultation systems use. Also, the findings indicated that users' familiarity with systems similar to teleconsultation systems, users' perception of teleconsultation convenience, the influence of others on users' decision to use teleconsultation, and user's skills and confidence in using teleconsultation easily, and their trust in the teleconsultation system would also increase their motivation to use it. Furthermore, the findings showed that demographic factors, including age, gender, level of education, and employment status, did not influence users' motivation toward the use of teleconsultation Conclusions: This study provided empirical evidence of a variety of internal and external factors that exert an influence on consumers' motivation toward the use of teleconsultation systems.
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Affiliation(s)
- Hassan Khader Y Almathami
- Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, Australia
- College of Computers and Information Systems, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Khin Than Win
- Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, Australia
| | - Elena Vlahu-Gjorgievska
- Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, Australia
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Amorim P, Paiva J, Silva de Lima J, Portugal da Fonseca L, Martins H, Silva PA. Lessons learned from investigating patients' and physiotherapists' perspectives on the design of a telerehabilitation platform. Disabil Rehabil Assist Technol 2023:1-12. [PMID: 38070003 DOI: 10.1080/17483107.2023.2287160] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 11/18/2023] [Indexed: 04/19/2024]
Abstract
PURPOSE Home self-rehabilitation exercises for musculoskeletal conditions are a valuable complement to rehabilitation plans. Telerehabilitation systems using artificial intelligence can provide reliable solutions and empower patients by providing them with guidance and motivating them to engage in rehabilitation plans and activities. This study aims to understand the patient's and physiotherapist's perspective on the requirements of effective face-to-face physiotherapy sessions to inspire the design of a telerehabilitation platform to be used in home settings. METHODS The authors used an ethnography-informed approach through observation and semi-structured interviews with patients (n = 13) and physiotherapists (n = 10) in two outpatient rehabilitation clinics. The AEIOU framework was used to structure and analyse the observation. Thematic analysis was used to code and analyse the data collected from the observations and the interviews. RESULTS Patients' and physiotherapists' perspectives emphasise the need for exercise instruction clarity, evolution monitoring, and feedback. In the absence of the physiotherapist, in home settings, patients feel insecure and fear execution difficulties and limited exercise instructions, while physiotherapists struggle with controlling patients' home exercise performance. Telerehabilitation is seen as an opportunity to move further into home self-rehabilitation programs. CONCLUSIONS Besides home exercise monitoring and guidance, telerehabilitation platforms must allow personalization and effective communication between patients and physiotherapists.
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Affiliation(s)
- Paula Amorim
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal
- Rehabilitation Medicine Centre of Central Region Rovisco Pais, Tocha, Portugal
| | - João Paiva
- School of Health, Polytechnic Institute of Porto, Porto, Portugal
| | - Jefferson Silva de Lima
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
| | - Leonor Portugal da Fonseca
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
| | - Henrique Martins
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal
| | - Paula Alexandra Silva
- Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra, Portugal
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Verma SJ, Gulati P, Injety RJ, Arora D, Dhasan A, Singhania A, Khatter H, Sharma M, Sylaja PN, Pandian JD. Secondary prevention by structured semi-interactive stroke prevention package in INDIA (SPRINT INDIA): Findings from the process evaluation of a randomized controlled trial. Eur Stroke J 2023; 8:1053-1063. [PMID: 37585729 PMCID: PMC10683732 DOI: 10.1177/23969873231192291] [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: 05/27/2023] [Accepted: 07/02/2023] [Indexed: 08/18/2023] Open
Abstract
INTRODUCTION Secondary Prevention by Structured Semi-Interactive Stroke Prevention Package in INDIA Trial delivered secondary stroke awareness intervention to sub-acute stroke patients in form of workbook, videos and SMS across 31 centres in 12 languages. Trial was stopped for futility due to fewer vascular outcomes than anticipated. Trial results indicated that trial intervention, did not lead to reduction in vascular events. We carried out process evaluation, to evaluate trial implementation and participant's perspectives, to comprehend the trial's futile outcomes. MATERIALS AND METHODS Using mixed methods approach, qualitative interviews and quantitative data from case report forms, workbooks and questionnaires were analysed to measure intervention fidelity and contamination. Using purposive sampling, 115 interviews of patient-caregiver dyads and health professionals at 11 centres and 2 focus group discussions were held. RESULTS AND DISCUSSION Iterative thematic analysis of qualitative data was done with RE-AIM and realist models. There was good fidelity to intervention and adherence to protocol; however, there was dilution of inclusion criteria by randomly enrolling uneducated and caregiver-dependent patients. Centre coordinators provided counselling to both arms, not specified by protocol, causing bias. Coordinators found it difficult to keep patients motivated to view intervention which was corroborated by fidelity questionnaire showing decreased viewing of intervention for a year. Cardiovascular protection improved in routine care by virtue of participating in trial. No contamination of intervention was reported. CONCLUSION The intervention was acceptable by patients and caregivers, which could be made a community-based programme. Reasons identified for decreased viewing were repetitive content and non-availability of personal cellular device.
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Affiliation(s)
- Shweta Jain Verma
- Department of Neurology, Christian Medical College, Ludhiana, Punjab, India
| | - Puja Gulati
- School of Pharmacy, Desh Bhagat University, Mandi Gobindgarh, Punjab, India
| | - Ranjit J Injety
- Department of Neurology, Christian Medical College, Ludhiana, Punjab, India
| | - Deepti Arora
- Department of Neurology, Christian Medical College, Ludhiana, Punjab, India
| | - Aneesh Dhasan
- Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Thiruvananthapuram, Kerala, India
| | - Anusha Singhania
- Department of Neurology, Christian Medical College, Ludhiana, Punjab, India
| | - Himani Khatter
- Department of Neurology, Christian Medical College, Ludhiana, Punjab, India
| | - Meenakshi Sharma
- Non-Communicable Diseases Section, Indian Council of Medical Research, New Delhi, India
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Ramachandran M, Brinton C, Wiljer D, Upshur R, Gray CS. The impact of eHealth on relationships and trust in primary care: a review of reviews. BMC PRIMARY CARE 2023; 24:228. [PMID: 37919688 PMCID: PMC10623772 DOI: 10.1186/s12875-023-02176-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 10/11/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Given the increasing integration of digital health technologies in team-based primary care, this review aimed at understanding the impact of eHealth on patient-provider and provider-provider relationships. METHODS A review of reviews was conducted on three databases to identify papers published in English from 2008 onwards. The impact of different types of eHealth on relationships and trust and the factors influencing the impact were thematically analyzed. RESULTS A total of 79 reviews were included. Patient-provider relationships were discussed more frequently as compared to provider-provider relationships. Communication systems like telemedicine were the most discussed type of technology. eHealth was found to have both positive and negative impacts on relationships and/or trust. This impact was influenced by a range of patient-related, provider-related, technology-related, and organizational factors, such as patient sociodemographics, provider communication skills, technology design, and organizational technology implementation, respectively. CONCLUSIONS Recommendations are provided for effective and equitable technology selection, application, and training to optimize the impact of eHealth on relationships and trust. The review findings can inform providers' and policymakers' decision-making around the use of eHealth in primary care delivery to facilitate relationship-building.
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Affiliation(s)
- Meena Ramachandran
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health, 1 Bridgepoint Dr, Toronto, ON, M4M 2B5, Canada.
- School of Physical and Occupational Therapy, McGill University, 3654 Promenade Sir-William-Osler, Montreal, QC, H3G 1Y5, Canada.
| | - Christopher Brinton
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health, 1 Bridgepoint Dr, Toronto, ON, M4M 2B5, Canada
- Michael G. DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4L8, Canada
| | - David Wiljer
- Education Technology Innovation, University Health Network, 190 Elizabeth St, Toronto, ON, M5G 2C4, Canada
- Department of Psychiatry, University of Toronto, 155 College St, Toronto, ON, M5T 3M6, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, 155 College St, Toronto, ON, M5T 3M6, Canada
- Centre for Addiction and Mental Health, 1000 Queen St W, Toronto, ON, M6J 1H4, Canada
| | - Ross Upshur
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health, 1 Bridgepoint Dr, Toronto, ON, M4M 2B5, Canada
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, M5T 3M6, Canada
| | - Carolyn Steele Gray
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health, 1 Bridgepoint Dr, Toronto, ON, M4M 2B5, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, 155 College St, Toronto, ON, M5T 3M6, Canada
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12
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Pelly ML, Fatehi F, Liew D, Verdejo-Garcia A. Digital Health Secondary Prevention Using Co-Design Procedures: Focus Group Study With Health Care Providers and Patients With Myocardial Infarction. JMIR Cardio 2023; 7:e49892. [PMID: 37902821 PMCID: PMC10644192 DOI: 10.2196/49892] [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: 06/12/2023] [Revised: 08/21/2023] [Accepted: 08/23/2023] [Indexed: 10/31/2023] Open
Abstract
BACKGROUND Myocardial infarction (MI) is a debilitating condition and a leading cause of morbidity and mortality worldwide. Digital health is a promising approach for delivering secondary prevention to support patients with a history of MI and for reducing risk factors that can lead to a future event. However, its potential can only be fulfilled when the technology meets the needs of the end users who will be interacting with this secondary prevention. OBJECTIVE We aimed to gauge the opinions of patients with a history of MI and health professionals concerning the functions, features, and characteristics of a digital health solution to support post-MI care. METHODS Our approach aligned with the gold standard participatory co-design procedures enabling progressive refinement of feedback via exploratory, confirmatory, and prototype-assisted feedback from participants. Patients with a history of MI and health professionals from Australia attended focus groups over a videoconference system. We engaged with 38 participants across 3 rounds of focus groups using an iterative co-design approach. Round 1 included 8 participants (4 patients and 4 health professionals), round 2 included 24 participants (11 patients and 13 health professionals), and round 3 included 22 participants (14 patients and 8 health professionals). RESULTS Participants highlighted the potential of digital health in addressing the unmet needs of post-MI care. Both patients with a history of MI and health professionals agreed that mental health is a key concern in post-MI care that requires further support. Participants agreed that family members can be used to support postdischarge care and require support from the health care team. Participants agreed that incorporating simple games with a points system can increase long-term engagement. However, patients with a history of MI emphasized a lack of support from their health care team, family, and community more strongly than health professionals. They also expressed some openness to using artificial intelligence, whereas health professionals expressed that users should not be aware of artificial intelligence use. CONCLUSIONS These results provide valuable insights into the development of digital health secondary preventions aimed at supporting patients with a history of MI. Future research can implement a pilot study in the population with MI to trial these recommendations in a real-world setting.
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Affiliation(s)
- Melissa Louise Pelly
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Farhad Fatehi
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Danny Liew
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Antonio Verdejo-Garcia
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Australia
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13
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Goldstein SP, Tovar A, Espel-Huynh HM, Cooksey Stowers K. Applying a Social Determinants of Health Framework to Guide Digital Innovations That Reduce Disparities in Chronic Disease. Psychosom Med 2023; 85:659-669. [PMID: 36800264 PMCID: PMC10439976 DOI: 10.1097/psy.0000000000001176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
ABSTRACT Chronic diseases are among the top causes of global death, disability, and health care expenditure. Digital health interventions (e.g., patient support delivered via technologies such as smartphones, wearables, videoconferencing, social media, and virtual reality) may prevent and mitigate chronic disease by facilitating accessible, personalized care. Although these tools have promise to reach historically marginalized groups, who are disproportionately affected by chronic disease, evidence suggests that digital health interventions could unintentionally exacerbate health inequities. This commentary outlines opportunities to harness recent advancements in technology and research design to drive equitable digital health intervention development and implementation. We apply "calls to action" from the World Health Organization Commission on Social Determinants of Health conceptual framework to the development of new, and refinement of existing, digital health interventions that aim to prevent or treat chronic disease by targeting intermediary, social, and/or structural determinants of health. Three mirrored "calls to action" are thus proposed for digital health research: a) develop, implement, and evaluate multilevel, context-specific digital health interventions; b) engage in intersectoral partnerships to advance digital health equity and social equity more broadly; and c) include and empower historically marginalized groups to develop, implement, and access digital health interventions. Using these "action items," we review several technological and methodological innovations for designing, evaluating, and implementing digital health interventions that have greater potential to reduce health inequities. We also enumerate possible challenges to conducting this work, including leading interdisciplinary collaborations, diversifying the scientific workforce, building trustworthy community relationships, and evolving health care and digital infrastructures.
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Affiliation(s)
- Stephanie P. Goldstein
- Weight Control and Diabetes Research Center, The Miriam Hospital, 196 Richmond St., Providence, RI, 02903, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond St., Providence, RI, 02903, USA
| | - Alison Tovar
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Box G-S121-4, Providence, RI 02912, USA
| | - Hallie M. Espel-Huynh
- Weight Control and Diabetes Research Center, The Miriam Hospital, 196 Richmond St., Providence, RI, 02903, USA
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, 222 Richmond St., Providence, RI, 02903, USA
| | - Kristen Cooksey Stowers
- Allied Health Sciences, University of Connecticut, 358 Mansfield Rd, Storrs, CT 06269
- Rudd Center for Food Policy and Health, University of Connecticut, 1 Constitution Plaza, Hartford, CT 06103
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14
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Alfian SD, Insani WN, Puspitasari IM, Wawruch M, Abdulah R. Effectiveness and Process Evaluation of Using Digital Health Technologies in Pharmaceutical Care in Low- and Middle-Income Countries: A Systematic Review of Quantitative and Qualitative Studies. Telemed J E Health 2023; 29:1289-1303. [PMID: 36749170 DOI: 10.1089/tmj.2022.0406] [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] [Indexed: 02/08/2023] Open
Abstract
Introduction: Digital health technology (DHT) has the potential to enhance remote health care delivery. However, little is known about the effectiveness of DHTs and factors that contribute to the limited uptake of DHTs in low- and middle-income countries (LMICs). Therefore, the objective of this study was to systematically review the effectiveness and evaluation process concerning the use of DHTs in pharmaceutical care in LMICs. Methods: A literature search on PubMed and Embase was conducted to identify experimental, descriptive, qualitative, and mixed-method studies that focused on the use of DHTs in pharmaceutical care as the main intervention, reported on the effects and/or the process of the DHT intervention, were performed by pharmacists, were conducted in LMICs, and had been published in English. Two reviewers independently conducted the study selection process. A qualitative narrative review of the effectiveness of using DHTs was conducted evaluating the population, intervention, comparators, and outcomes. We summarized the content and identified themes of the evaluation process under two categories-challenges and opportunities. Results: The search produced 589 studies, of which 16 met the eligibility criteria. The most common type of DHT was mobile health application (mHealth app; n = 8), followed by mobile phone call (n = 6) and mobile video call (n = 2). Eight studies assessed the effectiveness of using DHTs in pharmaceutical care. mHealth app, mobile phone call, mobile video call, text messages, home telemonitoring, and internet-based drug information centers improved some health-related outcomes. Two of these eight studies, however, did not find significant effects of a phone call or an mHealth app on certain health-related outcomes. Of the seven quantitative studies conducting a process evaluation, all showed that patients were satisfied with the use of DHTs in pharmaceutical care provided by pharmacists. Of the two mixed-methods and one qualitative study assessing the process evaluation concerning DHT usage, three distinct themes of challenges (patient-, DHT-, and health care system-related challenges) and opportunities (patient-, DHT-, and pharmacist-related opportunities) were identified. Conclusions: DHT is a promising approach in pharmaceutical care toward improving health-related outcomes in LMICs, despite the variable intervention effects. The challenges and opportunities identified are important considerations when developing and implementing DHTs in pharmaceutical care in LMICs.
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Affiliation(s)
- Sofa D Alfian
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Drug Utilization and Pharmacoepidemiology Research Group, Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Widya N Insani
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Irma M Puspitasari
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Drug Utilization and Pharmacoepidemiology Research Group, Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Martin Wawruch
- Institute of Pharmacology and Clinical Pharmacology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Rizky Abdulah
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Drug Utilization and Pharmacoepidemiology Research Group, Center of Excellence for Pharmaceutical Care Innovation, Universitas Padjadjaran, Jatinangor, Indonesia
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Capecci M, Cima R, Barbini FA, Mantoan A, Sernissi F, Lai S, Fava R, Tagliapietra L, Ascari L, Izzo RN, Leombruni ME, Casoli P, Hibel M, Ceravolo MG. Telerehabilitation with ARC Intellicare to Cope with Motor and Respiratory Disabilities: Results about the Process, Usability, and Clinical Effect of the "Ricominciare" Pilot Study. SENSORS (BASEL, SWITZERLAND) 2023; 23:7238. [PMID: 37631774 PMCID: PMC10459854 DOI: 10.3390/s23167238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/04/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND "Ricominciare" is a single-center, prospective, pre-/post-intervention pilot study aimed at verifying the feasibility and safety of the ARC Intellicare (ARC) system (an artificial intelligence-powered and inertial motion unit-based mobile platform) in the home rehabilitation of people with disabilities due to respiratory or neurological diseases. METHODS People with Parkinson's disease (pwPD) or post-COVID-19 condition (COV19) and an indication for exercise or home rehabilitation to optimize motor and respiratory function were enrolled. They underwent training for ARC usage and received an ARC unit to be used independently at home for 4 weeks, for 45 min 5 days/week sessions of respiratory and motor patient-tailored rehabilitation. ARC allows for exercise monitoring thanks to data from five IMU sensors, processed by an AI proprietary library to provide (i) patients with real-time feedback and (ii) therapists with information on patient adherence to the prescribed therapy. Usability (System Usability Scale, SUS), adherence, and adverse events were primary study outcomes. Modified Barthel Index (mBI), Barthel Dyspnea Index (BaDI), 2-Minute Walking Test (2MWT), Brief Fatigue Inventory (BFI), Beck Depression or Anxiety Inventory (BDI, BAI), and quality of life (EQ-5D) were also monitored pre- and post-treatment. RESULTS A total of 21 out of 23 eligible patients were enrolled and completed the study: 11 COV19 and 10 pwPD. The mean total SUS score was 77/100. The median patients' adherence to exercise prescriptions was 80%. Clinical outcome measures (BaDI, 2MWT distance, BFI; BAI, BDI, and EQ-5D) improved significantly; no side effects were reported. CONCLUSION ARC is usable and safe for home rehabilitation. Preliminary data suggest promising results on the effectiveness in subjects with post-COVID condition or Parkinson's disease.
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Affiliation(s)
- Marianna Capecci
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Rossella Cima
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Filippo A. Barbini
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Alice Mantoan
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Francesca Sernissi
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Stefano Lai
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Riccardo Fava
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Luca Tagliapietra
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Luca Ascari
- Henesis Division, Camlin Italy Srl, 43123 Parma, Italy; (A.M.); (F.S.); (S.L.); (R.F.); (L.T.); (L.A.)
| | - Roberto N. Izzo
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Maria Eleonora Leombruni
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Paola Casoli
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Margherita Hibel
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
| | - Maria Gabriella Ceravolo
- Department of Experimental and Clinical Medicine, Polytechnic University of Marche, 60121 Ancona, Italy; (R.C.); (F.A.B.); (R.N.I.); (M.E.L.); (P.C.); (M.H.); (M.G.C.)
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16
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Goodman A, Mahoney R, Spurling G, Lawler S. Influencing Factors to mHealth Uptake With Indigenous Populations: Qualitative Systematic Review. JMIR Mhealth Uhealth 2023; 11:e45162. [PMID: 37351947 PMCID: PMC10337452 DOI: 10.2196/45162] [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: 12/18/2022] [Revised: 03/07/2023] [Accepted: 04/21/2023] [Indexed: 06/24/2023] Open
Abstract
BACKGROUND The advancements and abundance of mobile phones and portable health devices have created an opportunity to use mobile health (mHealth) for population health systems. There is increasing evidence for the feasibility and acceptance of mHealth with Indigenous populations. Providing a synthesis of qualitative findings of mHealth with Indigenous populations will gain insights into the strengths and challenges to mHealth use in Indigenous populations. OBJECTIVE This review aimed to identify and synthesize qualitative data pertaining to the experiences and perceptions of mHealth from the perspectives of end users (patients and service providers) living in the colonial settler democracies of Canada, Australia, New Zealand, the United States, the Pacific Islands, and the Sápmi region of northern Europe. METHODS In May 2021, systematic searches of peer-reviewed, scientific papers were conducted across the 5 databases of PubMed, CINAHL, Embase, PsycINFO, and Web of Science. Qualitative or mixed method studies were included where a mHealth intervention was the primary focus for responding to health challenges with Indigenous populations. Two authors independently screened papers for eligibility and assessed the risk of bias using a modified version of the Critical Appraisal Skills Programme. A meta-aggregative approach was used to analyze the findings of included studies. RESULTS Seventeen papers met the eligibility criteria, 8 studies with patients, 7 studies with service providers, and 2 studies that included both patients and service providers. Studies were conducted in Australia (n=10), Canada (n=2), New Zealand (n=2), Papua New Guinea (n=1), the United States (n=1), and Samoa (n=1). Our interpretation of these qualitative findings shows commonalities between Indigenous patients' and service providers' perceptions of mHealth. We summarize our findings in six themes: (1) mHealth literacy, (2) mHealth as a facilitator for connection and support, (3) mHealth content needed to be culturally relevant, (4) mHealth security and confidentiality, (5) mHealth supporting rather than replacing service providers, and (6) workplace and organizational capacity. CONCLUSIONS This research suggests that mHealth can meet the needs of both patients and service providers when the mHealth intervention is culturally relevant, accounts for digital and health literacy, incorporates interactive components, is supported by workplaces, fits into health provider workflows, and meets security and confidentiality standards. Future mHealth research with Indigenous populations should partner with key representatives (eg, patients, service providers, and executive leaders) in the mHealth design appropriate to the purpose, people, setting, and delivery.
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Affiliation(s)
- Andrew Goodman
- School of Public Health, The University of Queensland, Turrbal, Jagera Country, Herston, Australia
- Australian eHealth Research Centre (AEHRC), Commonwealth Scientific and Industrial Research Organisation (CSIRO), Turrbal, Jagera Country, Herston, Australia
| | - Ray Mahoney
- College of Medicine and Public Health, Flinders University, Kaurna Country, Adelaide, Australia
| | - Geoffrey Spurling
- General Practice Clinical Unit, The University of Queensland, Turrbal, Jagera Country, Herston, Australia
| | - Sheleigh Lawler
- School of Public Health, The University of Queensland, Turrbal, Jagera Country, Herston, Australia
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17
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Realdon O, Adorni R, Ginelli D, Micucci D, Blasi V, Bellavia D, Schettini F, Carradore R, Polsinelli P, D'Addario M, Gui M, Messina V, Foglia E, Steca P, Mantovani F, Baglio F. Embedding the Patient-Citizen Perspective into an Operational Framework for the Development and the Introduction of New Technologies in Rehabilitation Care: The Smart&Touch-ID Model. Healthcare (Basel) 2023; 11:healthcare11111604. [PMID: 37297744 DOI: 10.3390/healthcare11111604] [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: 02/21/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023] Open
Abstract
To date, at least 2.41 billion people with Non-Communicable Diseases (NCDs) are in need of rehabilitation. Rehabilitation care through innovative technologies is the ideal candidate to reach all people with NCDs in need. To obtain these innovative solutions available in the public health system calls for a rigorous multidimensional evaluation that, with an articulated approach, is carried out through the Health Technology Assessment (HTA) methodology. In this context, the aim of the present paper is to illustrate how the Smart&TouchID (STID) model addresses the need to incorporate patients' evaluations into a multidimensional technology assessment framework by presenting a feasibility study of model application with regard to the rehabilitation experiences of people living with NCDs. After sketching out the STID model's vision and operational process, preliminary evidence on the experiences and attitudes of patients and citizens on rehabilitation care will be described and discussed, showing how they operate, enabling the co-design of technological solutions with a multi-stakeholder approach. Implications for public health are discussed including the view on the STID model as a tool to be integrated into public health governance strategies aimed at tuning the agenda-setting of innovation in rehabilitation care through a participatory methodology.
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Affiliation(s)
- Olivia Realdon
- Department of Human Sciences for Education, University of Milano-Bicocca, 20126 Milan, Italy
| | - Roberta Adorni
- Department of Psychology, University of Milano-Bicocca, 20126 Milan, Italy
| | - Davide Ginelli
- Department of Informatics, Systems, and Communication, University of Milano-Bicocca, 20126 Milan, Italy
| | - Daniela Micucci
- Department of Informatics, Systems, and Communication, University of Milano-Bicocca, 20126 Milan, Italy
| | - Valeria Blasi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 20148 Milan, Italy
| | - Daniele Bellavia
- Centre for Health Economics, Social and Health Care Management, LIUC-Università Carlo Cattaneo, 20153 Castellanza (VA), Italy
| | - Fabrizio Schettini
- Centre for Health Economics, Social and Health Care Management, LIUC-Università Carlo Cattaneo, 20153 Castellanza (VA), Italy
| | - Roberto Carradore
- Department of Sociology and Social Research, University of Milano-Bicocca, 20126 Milan, Italy
| | | | - Marco D'Addario
- Department of Psychology, University of Milano-Bicocca, 20126 Milan, Italy
| | - Marco Gui
- Department of Sociology and Social Research, University of Milano-Bicocca, 20126 Milan, Italy
| | - Vincenzina Messina
- Department of Informatics, Systems, and Communication, University of Milano-Bicocca, 20126 Milan, Italy
| | - Emanuela Foglia
- Centre for Health Economics, Social and Health Care Management, LIUC-Università Carlo Cattaneo, 20153 Castellanza (VA), Italy
| | - Patrizia Steca
- Department of Psychology, University of Milano-Bicocca, 20126 Milan, Italy
| | - Fabrizia Mantovani
- Department of Human Sciences for Education, University of Milano-Bicocca, 20126 Milan, Italy
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18
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Brandt EJ, Tobb K, Cambron JC, Ferdinand K, Douglass P, Nguyen PK, Vijayaraghavan K, Islam S, Thamman R, Rahman S, Pendyal A, Sareen N, Yong C, Palaniappan L, Ibebuogu U, Tran A, Bacong AM, Lundberg G, Watson K. Assessing and Addressing Social Determinants of Cardiovascular Health: JACC State-of-the-Art Review. J Am Coll Cardiol 2023; 81:1368-1385. [PMID: 37019584 PMCID: PMC11103489 DOI: 10.1016/j.jacc.2023.01.042] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 01/27/2023] [Indexed: 04/07/2023]
Abstract
Social determinants of health (SDOH) are the social conditions in which people are born, live, and work. SDOH offers a more inclusive view of how environment, geographic location, neighborhoods, access to health care, nutrition, socioeconomics, and so on are critical in cardiovascular morbidity and mortality. SDOH will continue to increase in relevance and integration of patient management, thus, applying the information herein to clinical and health systems will become increasingly commonplace. This state-of-the-art review covers the 5 domains of SDOH, including economic stability, education, health care access and quality, social and community context, and neighborhood and built environment. Recognizing and addressing SDOH is an important step toward achieving equity in cardiovascular care. We discuss each SDOH within the context of cardiovascular disease, how they can be assessed by clinicians and within health care systems, and key strategies for clinicians and health care systems to address these SDOH. Summaries of these tools and key strategies are provided.
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Affiliation(s)
- Eric J Brandt
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA; Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
| | - Kardie Tobb
- Cone Health Medical Group, Greensboro, North Carolina, USA
| | | | - Keith Ferdinand
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Paul Douglass
- Wellstar Health System Center for Cardiovascular Care, Marietta, Georgia, USA
| | - Patricia K Nguyen
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA; VA Palo Alto Healthcare System, Palo Alto, California, USA
| | | | - Sabrina Islam
- Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania, USA
| | - Ritu Thamman
- University of Pittsburgh School of Medicine Pittsburgh, Pennsylvania, USA
| | - Shahid Rahman
- Memorial Hermann Heart and Vascular Institute, Houston, Texas, USA
| | - Akshay Pendyal
- University of North Carolina School of Medicine, Novant Health Charlotte Campus, Charlotte, North Carolina, USA
| | - Nishtha Sareen
- Ascension Medical Group, Ascension St Mary's Hospital, Saginaw, Michigan, USA
| | - Celina Yong
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA; VA Palo Alto Healthcare System, Palo Alto, California, USA
| | - Latha Palaniappan
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA
| | - Uzoma Ibebuogu
- Division of Cardiovascular Diseases, Department of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Andrew Tran
- The Heart Center, Nationwide Children's Hospital, Columbus, Ohio, USA; Department of Pediatrics, The Ohio State University, Columbus, Ohio, USA
| | - Adrian M Bacong
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA
| | - Gina Lundberg
- Emory Women's Heart Center, Emory Heart and Vascular Center, Marietta, Georgia, USA
| | - Karol Watson
- Division of Cardiology, University of California, Los Angeles, California, USA
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Rossetto F, Borgnis F, Isernia S, Foglia E, Garagiola E, Realdon O, Baglio F. System Integrated Digital Empowering and teleRehabilitation to promote patient Activation and well-Being in chronic disabilities: A usability and acceptability study. Front Public Health 2023; 11:1154481. [PMID: 37250091 PMCID: PMC10214955 DOI: 10.3389/fpubh.2023.1154481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/08/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction Telerehabilitation systems represent a promising way for the management of chronic disability, delivering technology-enabled rehabilitation outside the hospital setting. However, usability and acceptability assessment with users represents a critical starting point when using digital healthcare solutions. This study aims at evaluating the user experience with a Telerehabilitation system (SIDERA∧B) from the end-user side. Methods SIDERA∧B consists of an asynchronous delivery of rehabilitation activities through multimedia digital contents and tele-monitoring of vital parameters with technological devices for individualized, home-based management of chronic conditions. Usability (with the System Usability Scale, SUS) and acceptability (using the Technology Acceptance Model, TAM - and The Service User Technology Acceptance Questionnaire, SUTAQ) data were analyzed from the dataset of the SIDERA∧B project (N = 112 patients with Chronic Heart Failure, Parkinson's Disease and Chronic Obstructive Pulmonary Disease). The possible influence of five external factors (i.e., technological expertise, education, sex, age, and level of disability) on TAM domains was tested using Spearman's Correlation analysis. Results Results showed a satisfactory level of technological usability (SUS Median = 77.5) and good scores in usability and learnability SUS subdomains (mean scores > 2.5). Regarding technological acceptability, participants showed high scores (Median > 4) in "Behavioral Intention", "Perceived Usefulness", and "Perceived Ease of Use" TAM domains. Finally, results from the SUTAQ scale highlighted that the SIDERA∧B system obtained optimal scores in all domains, especially in "Increased accessibility," "Care personnel concerns," and "Satisfaction." Age (rho = -0.291, p = 0.002) and disability level (WHODAS Total score: rho = -0.218, p = 0.021) were the two external factors inversely associated with the Perceived Ease of Use. Discussion The age of digital transformation requires everyone to understand, accept and master the changes affecting modern-day healthcare. The usability and acceptability of the SIDERA∧B system were high across all end-users, despite the medium-low level of the technological expertise of the sample. These findings support the efficiency and the suitability of these digital solutions in the modern digital age transition of rehabilitation from inside to outside the clinic.
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Affiliation(s)
| | | | - Sara Isernia
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Emanuela Foglia
- School of Industrial Engineering and Healthcare Datascience LAB, LIUC-Università Carlo Cattaneo, Castellanza, VA, Italy
| | - Elisabetta Garagiola
- School of Industrial Engineering and Healthcare Datascience LAB, LIUC-Università Carlo Cattaneo, Castellanza, VA, Italy
| | - Olivia Realdon
- Department of Human Sciences for Education, Università degli Studi di Milano-Bicocca, Milan, Italy
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20
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Teo SH, Chew EAL, Ng DWL, Tang WE, Koh GCH, Teo VHY. Implementation and use of technology-enabled blood pressure monitoring and teleconsultation in Singapore's primary care: a qualitative evaluation using the socio-technical systems approach. BMC PRIMARY CARE 2023; 24:71. [PMID: 36927496 PMCID: PMC10018584 DOI: 10.1186/s12875-023-02014-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 02/21/2023] [Indexed: 03/18/2023]
Abstract
BACKGROUND Telemedicine is becoming integral in primary care hypertension management, and is associated with improved blood pressure control, self-management and cost-effectiveness. This study explored the experiences of patients and healthcare professionals and their perceived barriers and facilitators in implementing and using a technology-enabled blood pressure monitoring intervention with teleconsultation in the Singapore primary care setting. METHODS This was a qualitative study embedded within the Primary Technology-Enhanced Care Hypertension pilot trial. Patients were selected purposively and invited to participate by telephone; healthcare professionals involved in the trial were invited to participate by email. Individual semi-structured interviews were conducted in English or Mandarin with thirteen patients and eight healthcare professionals. Each interview was audio-recorded and transcribed verbatim. Data were analyzed inductively to identify emergent themes which were then grouped into the dimensions of the socio-technical systems model to study the interactions between the technical, individual and organizational factors involved in the process. RESULTS Several emergent themes were identified. The factors involved in the implementation and use of the intervention are complex and interdependent. Patients and healthcare professionals liked the convenience resulting from the intervention and saw an improvement in the patient-provider relationship. Patients appreciated that the intervention helped form a habit of regular blood pressure monitoring, improved their self-management, and provided reassurance that they were being monitored by the care team. Healthcare professionals found that the intervention helped to manage workload by freeing up time for other urgent matters. Nevertheless, participants highlighted challenges with usability of the equipment and management portal, data access, and some expressed technology anxiety. Participants suggested patient segmentation for the intervention to be more targeted, wished for a more user-friendly equipment and proposed allocating more resources to the intervention. CONCLUSIONS The implementation and use of telemedicine for hypertension management can engender various benefits and challenges to patients, healthcare professionals and the healthcare system. Stakeholder feedback gathered on the sociotechnical aspects of the technology should be taken into consideration to guide the design, implementation and evaluation of future telemedicine interventions in primary care. TRIAL REGISTRATION This study was registered on ClinicalTrials.gov on October 9, 2018. ID: NCT03698890.
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Affiliation(s)
- Sok Huang Teo
- grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, Singapore
| | - Evelyn Ai Ling Chew
- grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, Singapore
| | - David Wei Liang Ng
- grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, Singapore
| | - Wern Ee Tang
- grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, Singapore
| | - Gerald Choon Huat Koh
- grid.415698.70000 0004 0622 8735Ministry of Health Office for Healthcare Transformation, Singapore, Singapore
- grid.4280.e0000 0001 2180 6431Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Valerie Hui Ying Teo
- grid.466910.c0000 0004 0451 6215National Healthcare Group Polyclinics, Singapore, Singapore
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21
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Telemonitoring in Portugal: where do we stand and which way forward? Health Policy 2023; 131:104761. [PMID: 36905784 DOI: 10.1016/j.healthpol.2023.104761] [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: 07/22/2022] [Revised: 02/25/2023] [Accepted: 03/04/2023] [Indexed: 03/07/2023]
Abstract
Following the pandemic, there is growing pressure in Portugal to adopt new practices that promote more efficient, sustainable, and equitable healthcare. Telemonitoring (TM) has been identified as a valuable solution, particularly for chronically ill, long-term or socially isolated patients. Several initiatives have since emerged. Thus, Portuguese stakeholders recognise the need to reflect upon TM's current state and prospects. This study aims to provide a comprehensive analysis of the TM landscape in Portugal. We begin by analysing the underlying conditions for telehealth development. Then, we describe the governmental strategy and priorities towards TM - the National Strategic Plan for Telehealth development and NHS reimbursement opportunities for TM. To understand TM implementation, adoption, and dissemination in Portugal, we analyse 46 reported initiatives and adoption studies focusing on providers' perspectives. Finally, a structured reflection on current challenges and the way forward is provided, according to the seven domains of the Nonadoption, Abandonment, and challenges to the Scale-up, Spread, and Sustainability (NASSS) framework. The adoption of TM by Portuguese institutions has been growing, leveraged by the telehealth governance model and public reimbursement mechanisms, proving particularly relevant during the pandemic. However, monitored patients are still few. Low digital literacy among patients and providers, lack of care integration and resource scarcity represent barriers hampering pilot TM initiatives' scale-up.
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Theiss LM, Wood L, Shao C, Marques I, Kim DH, Hollis R, Gunnells D, Hardiman K, Cannon J, Morris M, Kennedy G, Chu DI. Disparities in Perioperative Use of Patient Engagement Technologies - Not All Use is Equal. Ann Surg 2023; 277:e218-e225. [PMID: 36827493 PMCID: PMC9971636 DOI: 10.1097/sla.0000000000004970] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To determine the association of patient-level characteristics on the use of a patient engagement technology during the perioperative period. SUMMARY OF BACKGROUND DATA As implementation of patient engagement technologies continues to grow, it remains unclear who uses, and not uses, these technologies. Existing literature suggests significant disparities in usage of other technologies by patient age, race, sex, and geographic location, however, have yet to characterize patient usage of patient engagement technologies. METHODS This is a retrospective cohort study of patients undergoing elective surgery by a colorectal surgeon between January 2018 and March 2020 who enrolled in a patient engagement technology at a single institution. Patients enrolled received educational content, healthcare reminders, patient reported outcome (PRO) surveys, and health checks preoperatively, in-hospital, and for 30-days postdischarge. The primary outcome was patient activation of the patient engagement technology. Secondary outcomes were completion of at least 1 PRO survey, 1 in-hospital health check, and 1 postdischarge health check. RESULTS Of 549 patients who enrolled in the patient engagement technology, 473 (86.2%) activated. On multivariable stepwise regression, female patients [odds ratio (OR) 2.4, confidence interval (CI) 1.4-4.0, P = 0.001] and privately insured patients (OR 2.0, CI 1.1-3.8, P = 0.03) were more likely to activate. Black patients were less likely to activate (OR 0.5, CI 0.3-0.9, P = 0.02). Once activated, privately insured patients were more likely to complete PRO surveys (OR 2.3, CI 1.2-4.3, P = 0.01), in-hospital health checks (OR 2.4, CI 1.4-4.1, P = 0.002), and postdischarge health checks (OR 1.9, CI 1.1 -3.3, P < 0.001) than uninsured patients. Black patients were less likely to complete PRO surveys (OR 0.4, CI 0.3-0.7, P = 0.001) and in-hospital health checks (OR 0.6, CI 0.4-0.9, P = 0.03) than White patients. CONCLUSIONS Use of a patient engagement technology in the perioperative period differs significantly by sex, race/ethnicity, and insurance status. These technologies may not be used equally by all patients, which should be considered during implementation of interventions to improve surgical outcomes.
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Affiliation(s)
- Lauren M Theiss
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Lauren Wood
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Connie Shao
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Isabel Marques
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Dae Hyun Kim
- College of Business, Idaho State University, Pocatello, ID
| | - Robert Hollis
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Drew Gunnells
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Karin Hardiman
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Jamie Cannon
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Melanie Morris
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Gregory Kennedy
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
| | - Daniel I Chu
- Division of Gastrointestinal Surgery, University of Alabama at Birmingham, Birmingham AL
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Blackie CA, Gualtieri L, Kasturi S. Listening to Lupus Patients: Proactively Integrating the Internet as a Resource to Drive Improved Care. (Preprint). J Med Internet Res 2022; 25:e44660. [PMID: 36989021 PMCID: PMC10131912 DOI: 10.2196/44660] [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: 11/28/2022] [Revised: 01/17/2023] [Accepted: 03/12/2023] [Indexed: 03/14/2023] Open
Abstract
Systemic lupus erythematosus (SLE) is a multisystem autoimmune disease. It is characterized by a broad spectrum of manifestations, depending on the affected organs and the severity of the inflammation at the time of presentation. Despite improvements in management, treatments are required on a chronic, cyclical basis; have high potential for unpleasant side effects; and deliver variable efficacy. Patients require care from multiple specialists, which can be delivered simultaneously and sporadically. Our fragmented health care system further exacerbates the disconnect between intermittent medical care and the lived experiences of patients with SLE. The goals of this research are to (1) assess the current standard of care for patients with SLE through the review of medical literature, including clinical consensus guidelines and systematic reviews; (2) assess the lived experiences of patients with lupus through the review of peer-reviewed literature on social listening, structured interviews, and data available from the open-access digital health platform PatientsLikeMe; and (3) present the perspective that the medical community has an opportunity to acknowledge and review the use of digital health interventions (DHIs) with their patients. The results of this research indicate that patients are incorporating DHIs, such as the internet and social media platforms, as critical components of their care for even the most basic of support. Although patients with SLE are depending on this support to shape their care, it is not considered a primary source of care by clinicians. Integrating the voices of patients brings valuable dimension to understanding the lived experiences of patients with SLE and the impacts of mutually dependent patient needs as patients navigate the disease in daily life. The medical community has a meaningful opportunity to leverage and recommend existing DHIs, such as web-based community platforms and web-based patient registries, at every stage of the patient journey to help patients better manage their condition. This has the potential to proactively build patient trust and well-being, reduce the underreporting of symptoms, increase shared decision-making, inform and shape clinical guidelines and future research, and improve patient outcomes.
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Affiliation(s)
| | - Lisa Gualtieri
- Department of Public Health and Community Medicine, Tufts University, Boston, MA, United States
| | - Shanthini Kasturi
- Department of Medicine, Division of Rheumatology, Tufts Medical Center, Boston, MA, United States
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Singh H, Gray CS, Nelson MLA, Nie JX, Thombs R, Armas A, Fortin C, Molla Ghanbari H, Tang T. A qualitative study of hospital and community providers’ experiences with digitalization to facilitate hospital-to-home transitions during the COVID-19 pandemic. PLoS One 2022; 17:e0272224. [PMID: 35980960 PMCID: PMC9387844 DOI: 10.1371/journal.pone.0272224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 07/14/2022] [Indexed: 11/18/2022] Open
Abstract
Background The COVID-19 pandemic has triggered substantial changes to the healthcare context, including the rapid adoption of digital health to facilitate hospital-to-home transitions. This study aimed to: i) explore the experiences of hospital and community providers with delivering transitional care during the COVID-19 pandemic; ii) understand how rapid digitalization in healthcare has helped or hindered hospital-to-home transitions during the COVID-19 pandemic; and, iii) explore expectations of which elements of technology use may be sustained post-pandemic. Methods Using a pragmatic qualitative descriptive approach, remote interviews with healthcare providers involved in hospital-to-home transitions in Ontario, Canada, were conducted. Interviews were analyzed using a team-based rapid qualitative analysis approach to generate timely results. Visual summary maps displaying key concepts/ideas were created for each interview and revised based on input from multiple team members. Maps that displayed similar concepts were then combined to create a final map, forming the themes and subthemes. Results Sixteen healthcare providers participated, of which 11 worked in a hospital, and five worked in a community setting. COVID-19 was reported to have profoundly impacted healthcare providers, patients, and their caregivers and influenced the communication processes. There were several noted opportunities for technology to support transitions. Interpretation Several challenges with technology use were highlighted, which could impact post-pandemic sustainability. However, the perceived opportunities for technology in supporting transitions indicate the need to investigate the optimal role of technology in the transition workflow.
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Affiliation(s)
- Hardeep Singh
- Department of Occupational Science & Occupational Therapy, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- * E-mail:
| | - Carolyn Steele Gray
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Michelle L. A. Nelson
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Jason X. Nie
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Rachel Thombs
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Alana Armas
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Christian Fortin
- Hennick Bridgepoint Hospital, Sinai Health, Toronto, Canada
- Division of Physical Medicine and Rehabilitation, University of Toronto, Toronto, Canada
| | - Hedieh Molla Ghanbari
- Division of Hospital Medicine, Sinai Health System, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
| | - Terence Tang
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
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Wang T, Giunti G, Melles M, Goossens R. Digital Patient Experience: Umbrella Systematic Review. J Med Internet Res 2022; 24:e37952. [PMID: 35925651 PMCID: PMC9389377 DOI: 10.2196/37952] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/26/2022] [Accepted: 05/31/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The adoption and use of technology have significantly changed health care delivery. Patient experience has become a significant factor in the entire spectrum of patient-centered health care delivery. Digital health facilitates further improvement and empowerment of patient experiences. Therefore, the design of digital health is served by insights into the barriers to and facilitators of digital patient experience (PEx). OBJECTIVE This study aimed to systematically review the influencing factors and design considerations of PEx in digital health from the literature and generate design guidelines for further improvement of PEx in digital health. METHODS We performed an umbrella systematic review following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) methodology. We searched Scopus, PubMed, and Web of Science databases. Two rounds of small random sampling (20%) were independently reviewed by 2 reviewers who evaluated the eligibility of the articles against the selection criteria. Two-round interrater reliability was assessed using the Fleiss-Cohen coefficient (k1=0.88 and k2=0.80). Thematic analysis was applied to analyze the extracted data based on a small set of a priori categories. RESULTS The search yielded 173 records, of which 45 (26%) were selected for data analysis. Findings and conclusions showed a great diversity; most studies presented a set of themes (19/45, 42%) or descriptive information only (16/45, 36%). The digital PEx-related influencing factors were classified into 9 categories: patient capability, patient opportunity, patient motivation, intervention technology, intervention functionality, intervention interaction design, organizational environment, physical environment, and social environment. These can have three types of impacts: positive, negative, or double edged. We captured 4 design constructs (personalization, information, navigation, and visualization) and 3 design methods (human-centered or user-centered design, co-design or participatory design, and inclusive design) as design considerations. CONCLUSIONS We propose the following definition for digital PEx: "Digital patient experience is the sum of all interactions affected by a patient's behavioral determinants, framed by digital technologies, and shaped by organizational culture, that influence patient perceptions across the continuum of care channeling digital health." In this study, we constructed a design and evaluation framework that contains 4 phases-define design, define evaluation, design ideation, and design evaluation-and 9 design guidelines to help digital health designers and developers address digital PEx throughout the entire design process. Finally, our review suggests 6 directions for future digital PEx-related research.
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Affiliation(s)
- Tingting Wang
- Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Guido Giunti
- Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
- Digital Health Design and Development, University of Oulu, Oulu, Finland
| | - Marijke Melles
- Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Richard Goossens
- Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
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Baratta J, Brown-Johnson C, Safaeinili N, Goldman Rosas L, Palaniappan L, Winget M, Mahoney M. Patient and Health Professional Perceptions of Telemonitoring for Hypertension Management: Qualitative Study. JMIR Form Res 2022; 6:e32874. [PMID: 35687380 PMCID: PMC9233257 DOI: 10.2196/32874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 03/07/2022] [Accepted: 04/13/2022] [Indexed: 12/04/2022] Open
Abstract
Background Hypertension is the most prevalent and important risk factor for cardiovascular disease, affecting nearly 50% of the US adult population; however, only 30% of these patients achieve controlled blood pressure (BP). Incorporating strategies into primary care that take into consideration individual patient needs, such as remote BP monitoring, may improve hypertension management. Objective From March 2018 to December 2018, Stanford implemented a precision health pilot called Humanwide, which aimed to leverage high-technology and high-touch medicine to tailor individualized care for conditions such as hypertension. We examined multi-stakeholder perceptions of hypertension management in Humanwide to evaluate the program’s acceptability, appropriateness, feasibility, and sustainability. Methods We conducted semistructured interviews with 16 patients and 15 health professionals to assess their experiences with hypertension management in Humanwide. We transcribed and analyzed the interviews using a hybrid approach of inductive and deductive analysis to identify common themes around hypertension management and consensus methods to ensure reliability and validity. Results A total of 63% (10/16) of the patients and 40% (6/15) of the health professionals mentioned hypertension in the context of Humanwide. These participants reported that remote BP monitoring improved motivation, BP control, and overall clinic efficiency. The health professionals discussed feasibility challenges, including the time needed to analyze BP data and provide individualized feedback, integration of BP data, technological difficulties with the BP cuff, and decreased patient use of remote BP monitoring over time. Conclusions Remote BP monitoring for hypertension management in Humanwide was acceptable to patients and health professionals and appropriate for care. Important challenges need to be addressed to improve the feasibility and sustainability of this approach by leveraging team-based care, engaging patients to sustain remote BP monitoring, standardizing electronic medical record integration of BP measurements, and finding more user-friendly BP cuffs.
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Affiliation(s)
- Juliana Baratta
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Cati Brown-Johnson
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Nadia Safaeinili
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Lisa Goldman Rosas
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Latha Palaniappan
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Marcy Winget
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
| | - Megan Mahoney
- Division of Primary Care and Population Health, Stanford School of Medicine, Palo Alto, CA, United States
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Brantnell A, Sandgren S, Wolff A, Temiz S. Barriers and Facilitators to the Implementation of Additive Manufacturing in Cardiology: A Qualitative Study. ANNALS OF 3D PRINTED MEDICINE 2022. [DOI: 10.1016/j.stlm.2022.100067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Singh H, Tang T, Steele Gray C, Kokorelias K, Thombs R, Plett D, Heffernan M, Jarach CM, Armas A, Law S, Cunningham HV, Nie JX, Ellen ME, Thavorn K, Nelson MLA. Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review. JMIR Aging 2022; 5:e35929. [PMID: 35587874 PMCID: PMC9164100 DOI: 10.2196/35929] [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: 01/06/2022] [Accepted: 04/06/2022] [Indexed: 12/02/2022] Open
Abstract
Background Older adults experience a high risk of adverse events during hospital-to-home transitions. Implementation barriers have prevented widespread clinical uptake of the various digital health technologies that aim to support hospital-to-home transitions. Objective To guide the development of a digital health intervention to support transitions from hospital to home (the Digital Bridge intervention), the specific objectives of this review were to describe the various roles and functions of health care providers supporting hospital-to-home transitions for older adults, allowing future technologies to be more targeted to support their work; describe the types of digital health interventions used to facilitate the transition from hospital to home for older adults and elucidate how these interventions support the roles and functions of providers; describe the lessons learned from the design and implementation of these interventions; and identify opportunities to improve the fit between technology and provider functions within the Digital Bridge intervention and other transition-focused digital health interventions. Methods This 2-phase rapid review involved a selective review of providers’ roles and their functions during hospital-to-home transitions (phase 1) and a structured literature review on digital health interventions used to support older adults’ hospital-to-home transitions (phase 2). During the analysis, the technology functions identified in phase 2 were linked to the provider roles and functions identified in phase 1. Results In phase 1, various provider roles were identified that facilitated hospital-to-home transitions, including navigation-specific roles and the roles of nurses and physicians. The key transition functions performed by providers were related to the 3 categories of continuity of care (ie, informational, management, and relational continuity). Phase 2, included articles (n=142) that reported digital health interventions targeting various medical conditions or groups. Most digital health interventions supported management continuity (eg, follow-up, assessment, and monitoring of patients’ status after hospital discharge), whereas informational and relational continuity were the least supported. The lessons learned from the interventions were categorized into technology- and research-related challenges and opportunities and informed several recommendations to guide the design of transition-focused digital health interventions. Conclusions This review highlights the need for Digital Bridge and other digital health interventions to align the design and delivery of digital health interventions with provider functions, design and test interventions with older adults, and examine multilevel outcomes. International Registered Report Identifier (IRRID) RR2-10.1136/bmjopen-2020-045596
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Affiliation(s)
- Hardeep Singh
- Department of Occupational Science & Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,March of Dimes Canada, Toronto, ON, Canada.,Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Terence Tang
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Carolyn Steele Gray
- Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Kristina Kokorelias
- St. John's Rehab Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Rachel Thombs
- Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Donna Plett
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Matthew Heffernan
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Carlotta M Jarach
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Alana Armas
- March of Dimes Canada, Toronto, ON, Canada.,Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Susan Law
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | | | - Jason Xin Nie
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
| | - Moriah E Ellen
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.,Department of Health Policy and Management, Guilford Glazer Faculty of Business and Management and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Kednapa Thavorn
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Michelle LA Nelson
- March of Dimes Canada, Toronto, ON, Canada.,Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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Polhemus A, Novak J, Majid S, Simblett S, Morris D, Bruce S, Burke P, Dockendorf MF, Temesi G, Wykes T. Data Visualization for Chronic Neurological and Mental Health Condition Self-management: Systematic Review of User Perspectives. JMIR Ment Health 2022; 9:e25249. [PMID: 35482368 PMCID: PMC9100378 DOI: 10.2196/25249] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 03/29/2021] [Accepted: 10/20/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Remote measurement technologies (RMT) such as mobile health devices and apps are increasingly used by those living with chronic neurological and mental health conditions. RMT enables real-world data collection and regular feedback, providing users with insights about their own conditions. Data visualizations are an integral part of RMT, although little is known about visualization design preferences from the perspectives of those living with chronic conditions. OBJECTIVE The aim of this review was to explore the experiences and preferences of individuals with chronic neurological and mental health conditions on data visualizations derived from RMT to manage health. METHODS In this systematic review, we searched peer-reviewed literature and conference proceedings (PubMed, IEEE Xplore, EMBASE, Web of Science, Association for Computing Machinery Computer-Human Interface proceedings, and the Cochrane Library) for original papers published between January 2007 and September 2021 that reported perspectives on data visualization of people living with chronic neurological and mental health conditions. Two reviewers independently screened each abstract and full-text article, with disagreements resolved through discussion. Studies were critically appraised, and extracted data underwent thematic synthesis. RESULTS We identified 35 eligible publications from 31 studies representing 12 conditions. Coded data coalesced into 3 themes: desire for data visualization, impact of visualizations on condition management, and visualization design considerations. Data visualizations were viewed as an integral part of users' experiences with RMT, impacting satisfaction and engagement. However, user preferences were diverse and often conflicting both between and within conditions. CONCLUSIONS When used effectively, data visualizations are valuable, engaging components of RMT. They can provide structure and insight, allowing individuals to manage their own health more effectively. However, visualizations are not "one-size-fits-all," and it is important to engage with potential users during visualization design to understand when, how, and with whom the visualizations will be used to manage health.
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Affiliation(s)
- Ashley Polhemus
- Merck Research Labs, Information Technology, Merck, Sharpe, & Dohme, Zurich, Switzerland.,Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zürich, Switzerland
| | - Jan Novak
- Merck Research Labs, Information Technology, Merck, Sharpe, & Dohme, Prague, Czech Republic
| | - Shazmin Majid
- Merck Research Labs, Information Technology, Merck, Sharpe, & Dohme, Prague, Czech Republic.,School of Computer Science, University of Nottingham, Nottingham, United Kingdom
| | - Sara Simblett
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Daniel Morris
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Stuart Bruce
- RADAR-CNS Patient Advisory Board, London, United Kingdom
| | - Patrick Burke
- RADAR-CNS Patient Advisory Board, London, United Kingdom
| | - Marissa F Dockendorf
- Global Digital Analytics and Technologies, Merck, Sharpe, & Dohme, Kenilworth, NJ, United States
| | - Gergely Temesi
- Merck Research Labs, Information Technology, Merck, Sharpe, & Dohme, Vienna, Austria
| | - Til Wykes
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.,National Institute for Health Research, Maudsley Biomedical Research Centre, South London and Maudsley National Health Services Foundation Trust, London, United Kingdom
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30
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Cost-benefit analysis of a patient engagement technology (PET) in cardiac, thoracic, and colorectal surgery. Am J Surg 2022; 224:979-986. [DOI: 10.1016/j.amjsurg.2022.04.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/17/2022] [Accepted: 04/22/2022] [Indexed: 11/19/2022]
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Gong E, Sun L, Long Q, Xu H, Gu W, Bettger JP, Tan J, Ma J, Jafar TH, Oldenburg B, Yan LL. The Implementation of a Primary Care-Based Integrated Mobile Health Intervention for Stroke Management in Rural China: Mixed-Methods Process Evaluation. Front Public Health 2021; 9:774907. [PMID: 34869187 PMCID: PMC8635640 DOI: 10.3389/fpubh.2021.774907] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 10/11/2021] [Indexed: 11/17/2022] Open
Abstract
Background: There is a lack of evidence concerning the effective implementation of strategies for stroke prevention and management, particularly in resource-limited settings. A primary-care-based integrated mobile health intervention (SINEMA intervention) has been implemented and evaluated via a 1-year-long cluster-randomized controlled trial. This study reports the findings from the trial implementation and process evaluation that investigate the implementation of the intervention and inform factors that may influence the wider implementation of the intervention in the future. Methods: We developed an evaluation framework by employing both the RE-AIM framework and the MRC process evaluation framework to describe the implementation indicators, related enablers and barriers, and illustrate some potential impact pathways that may influence the effectiveness of the intervention in the trial. Quantitative data were collected from surveys and extracted from digital health monitoring systems. In addition, we conducted quarterly in-depth interviews with stakeholders in order to understand barriers and enablers of program implementation and effectiveness. Quantitative data analysis and thematic qualitative data analysis were applied, and the findings were synthesized based on the evaluation framework. Results: The SINEMA intervention was successfully implemented in 25 rural villages, reached 637 patients with stroke in rural Northern China during the 12 months of the trial. Almost 90% of the participants received all follow-up visits per protocol, and about half of the participants received daily voice messages. The majority of the intervention components were adopted by village doctors with some adaptation made. The interaction between human-delivered and technology-enabled components reinforced the program implementation and effectiveness. However, characteristics of the participants, doctor-patient relationships, and the healthcare system context attributed to the variation of program implementation and effectiveness. Conclusion: A comprehensive evaluation of program implementation demonstrates that the SINEMA program was well implemented in rural China. Findings from this research provide additional information for program adaptation, which shed light on the future program scale-up. The study also demonstrates the feasibility of combining RE-AIM and MRC process evaluation frameworks in process and implementation evaluation in trials. Clinical Trial Registration:www.ClinicalTrials.gov, identifier: NCT03185858.
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Affiliation(s)
- Enying Gong
- School of Population Medicine and Public Health, China Academy of Medical Science & Peking Union Medical College, Beijing, China.,Global Health Research Center, Duke Kunshan University, Suzhou, China.,School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Lixin Sun
- Global Health Research Center, Duke Kunshan University, Suzhou, China
| | - Qian Long
- Global Health Research Center, Duke Kunshan University, Suzhou, China
| | - Hanzhang Xu
- Duke Global Health Institute, Duke University, Durham, NC, United States
| | - Wanbing Gu
- Global Health Research Center, Duke Kunshan University, Suzhou, China
| | - Janet Prvu Bettger
- Duke Global Health Institute, Duke University, Durham, NC, United States.,Department of Orthopedic Surgery, Duke University, Durham, NC, United States
| | - Jingru Tan
- Global Health Research Center, Duke Kunshan University, Suzhou, China.,School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Jixiang Ma
- Shandong Center for Disease Control and Prevention, Shandong, China
| | - Tazeen Hasan Jafar
- Duke Global Health Institute, Duke University, Durham, NC, United States.,Program in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | - Brian Oldenburg
- Global Health Research Center, Duke Kunshan University, Suzhou, China.,Non-communicable Disease Unit, Baker Institute, Melbourne, VIC, Australia
| | - Lijing L Yan
- Global Health Research Center, Duke Kunshan University, Suzhou, China.,Duke Global Health Institute, Duke University, Durham, NC, United States.,School of Health Sciences, Wuhan University, Wuhan, China.,Peking University School of Global Health and Development, Peking University, Beijing, China
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Spadaro B, Martin-Key NA, Bahn S. Building the Digital Mental Health Ecosystem: Opportunities and Challenges for Mobile Health Innovators. J Med Internet Res 2021; 23:e27507. [PMID: 34643537 PMCID: PMC8552100 DOI: 10.2196/27507] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 05/20/2021] [Accepted: 07/05/2021] [Indexed: 02/06/2023] Open
Abstract
Digital mental health technologies such as mobile health (mHealth) tools can offer innovative ways to help develop and facilitate mental health care provision, with the COVID-19 pandemic acting as a pivot point for digital health implementation. This viewpoint offers an overview of the opportunities and challenges mHealth innovators must navigate to create an integrated digital ecosystem for mental health care moving forward. Opportunities exist for innovators to develop tools that can collect a vast range of active and passive patient and transdiagnostic symptom data. Moving away from a symptom-count approach to a transdiagnostic view of psychopathology has the potential to facilitate early and accurate diagnosis, and can further enable personalized treatment strategies. However, the uptake of these technologies critically depends on the perceived relevance and engagement of end users. To this end, behavior theories and codesigning approaches offer opportunities to identify behavioral drivers and address barriers to uptake, while ensuring that products meet users’ needs and preferences. The agenda for innovators should also include building strong evidence-based cases for digital mental health, moving away from a one-size-fits-all well-being approach to embrace the development of comprehensive digital diagnostics and validated digital tools. In particular, innovators have the opportunity to make their clinical evaluations more insightful by assessing effectiveness and feasibility in the intended context of use. Finally, innovators should adhere to standardized evaluation frameworks introduced by regulators and health care providers, as this can facilitate transparency and guide health care professionals toward clinically safe and effective technologies. By laying these foundations, digital services can become integrated into clinical practice, thus facilitating deeper technology-enabled changes.
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Affiliation(s)
- Benedetta Spadaro
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
| | - Nayra A Martin-Key
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom
| | - Sabine Bahn
- Cambridge Centre for Neuropsychiatric Research, Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, United Kingdom.,Psyomics Ltd, Cambridge, United Kingdom
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Silfee V, Williams K, Leber B, Kogan J, Nikolajski C, Szigethy E, Serio C. Health Care Provider Perspectives on the Use of a Digital Behavioral Health App to Support Patients: Qualitative Study. JMIR Form Res 2021; 5:e28538. [PMID: 34529583 PMCID: PMC8512194 DOI: 10.2196/28538] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 08/13/2021] [Accepted: 09/13/2021] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Despite the growing evidence indicating the efficacy of digital cognitive behavioral interventions (dCBIs) for behavioral health (BH) treatment, broad and consistent use of such interventions has been limited by knowledge obtained in real-world settings, including factors that impact provider uptake/referral. Engaging providers early in the implementation process offers an opportunity to explore their needs and behaviors, integrate interventions into workflows, and better understand provider setting capabilities. OBJECTIVE This study assessed providers' views on the feasibility and acceptability of delivering a cognitive behavioral therapy (CBT)-based mobile app in multiple care settings. METHODS Participating providers included BH and physical health (PH) providers from a women's health center, an outpatient BH clinic, and both rural/urban primary care settings. All participating providers cocreated workflows through facilitated workshops, including establishing feedback loops between the project team and providers and identifying clinical champions at each site. Over a 12-week period, the providers referred adult patients experiencing anxiety or depression to a mobile app-based dCBI, RxWell, and provided other indicated treatments as part of usual care. Referrals were completed by the providers through the electronic medical record. To better understand facilitators of and challenges in integrating RxWell into routine practice and perceptions of sustainability, a series of qualitative interviews was conducted. Interview data were analyzed to identify major themes using an inductive content analysis approach. RESULTS A total of 19 provider interviews were conducted to discover motivators and barriers for referring RxWell. The providers benefited from a focused discussion on how to incorporate the referral process into their workflow, and knowing the app content was rooted in evidence. Although the providers believed engaging in experiential learning was important, they indicated that more education on the digital health coach role and how to monitor patient progress is needed. The providers thought patient engagement may be impacted by motivation, a lack of comfort using a smartphone, or preference for in-person therapy. The providers also expressed enthusiasm in continuing to refer the app. They liked the ability to provide patients with support between sessions, to have an extra treatment option that teaches BH exercises, and to have a CBT treatment option that overcomes barriers (eg, wait times, copays, travel) to traditional therapy modalities. CONCLUSIONS Digital intervention success in health care settings relies heavily on engagement of key stakeholders, such as providers, in both design and implementation of the intervention and focused evaluation within intended care setting(s). Scaling digital interventions to meet the mental health needs of patients in usual care settings leans on thoughtfully constructed and streamlined workflows to enable seamless referral of patients by providers. Our findings strongly suggest that providers are supportive of digital tool integration to support the mental health of patients and endorse its use within their routine workflow.
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Affiliation(s)
| | - Kelly Williams
- UPMC Center for High-Value Health Care, Pittsburgh, PA, United States
| | - Brett Leber
- UPMC Health Plan, Pittsburgh, PA, United States
| | - Jane Kogan
- UPMC Center for High-Value Health Care, Pittsburgh, PA, United States
| | - Cara Nikolajski
- UPMC Center for High-Value Health Care, Pittsburgh, PA, United States
| | - Eva Szigethy
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
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Anil K, Freeman JA, Buckingham S, Demain S, Gunn H, Jones RB, Logan A, Marsden J, Playford D, Sein K, Kent B. Scope, context and quality of telerehabilitation guidelines for physical disabilities: a scoping review. BMJ Open 2021; 11:e049603. [PMID: 34385253 PMCID: PMC8361705 DOI: 10.1136/bmjopen-2021-049603] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To identify the available guidance and training to implement telerehabilitation movement assessments for people (adults and children) with a physical disability, including those recovering from COVID-19. DESIGN Rapid scoping review. INCLUDED SOURCES AND ARTICLES PubMed, CINAHL, PsychInfo, Cochrane, Embase, Web of Science, PEDro, UK Health Forum, WHO, National Archives and NHS England were searched using the participant-concept-context framework from 2015 to August 2020. Primary studies that recruited individuals with physical disabilities and guidance documents aimed at providers to implement movement-related telerehabilitation were included. RESULTS 23 articles (11 primary research studies, 3 systematic reviews and 9 guidance documents) were included out of 7857 that were identified from the literature search. Two main issues were found: (1) telerehabilitation guidance (from both research studies and guidance documents) was not specific to movement-related assessment and (2) most primary research studies provided neither guidance nor training of movement-specific assessment to practitioners. Of the COVID-19 related guidance, two articles reported COVID-19 management that only referred to identifying COVID-19 status without references to specific movement-related guidance. CONCLUSIONS Telerehabilitation guidance and training have existed pre-COVID-19, yet the lack of specific movement-related information and provider support is surprising. This gap must be addressed to optimise effective implementation of remote assessments for those with physical disabilities. REVIEW REGISTRATION Open Science Framework: osf.io/vm6sp.
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Affiliation(s)
- Krithika Anil
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Jennifer A Freeman
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Sarah Buckingham
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Sara Demain
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
- School of Health Sciences, University of Southampton, Southampton, UK
| | - Hilary Gunn
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Ray B Jones
- School of Nursing and Midwifery, Plymouth University, Plymouth, UK
| | - Angela Logan
- Stroke Rehabilitation, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Jonathan Marsden
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Diane Playford
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Kim Sein
- School of Health Professions, Peninsula Allied Health Centre, University of Plymouth, Plymouth, UK
| | - Bridie Kent
- School of Nursing and Midwifery, Plymouth University, Plymouth, UK
- Innovations in Health and Social Care: A JBI Centre of Excellence, Plymouth University, Plymouth, UK
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Tilahun B, Gashu KD, Mekonnen ZA, Endehabtu BF, Angaw DA. Mapping the Role of Digital Health Technologies in Prevention and Control of COVID-19 Pandemic: Review of the Literature. Yearb Med Inform 2021; 30:26-37. [PMID: 34479378 PMCID: PMC8416203 DOI: 10.1055/s-0041-1726505] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Coronavirus Disease (COVID-19) is currently spreading exponentially around the globe. Various digital health technologies are currently being used as weapons in the fight against the pandemic in different ways by countries. The main objective of this review is to explore the role of digital health technologies in the fight against the COVID-19 pandemic and address the gaps in the use of these technologies for tackling the pandemic. METHODS We conducted a scoping review guided by the Joanna Briggs Institute guidelines. The articles were searched using electronic databases including MEDLINE (PubMed), Cochrane Library, and Hinari. In addition, Google and Google scholar were searched. Studies that focused on the application of digital health technologies on COVID-19 prevention and control were included in the review. We characterized the distribution of technological applications based on geographical locations, approaches to apply digital health technologies and main findings. The study findings from the existing literature were presented using thematic content analysis. RESULTS A total of 2,601 potentially relevant studies were generated from the initial search and 22 studies were included in the final review. The review found that telemedicine was used most frequently, followed by electronic health records and other digital technologies such as artificial intelligence, big data, and the internet of things (IoT). Digital health technologies were used in multiple ways in response to the COVID-19 pandemic, including screening and management of patients, methods to minimize exposure, modelling of disease spread, and supporting overworked providers. CONCLUSION Digital health technologies like telehealth, mHealth, electronic medical records, artificial intelligence, the internet of things, and big data/internet were used in different ways for the prevention and control of the COVID-19 pandemic in different settings using multiple approaches. For more effective deployment of digital health tools in times of pandemics, development of a guiding policy and standard on the development, deployment, and use of digital health tools in response to a pandemic is recommended.
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Affiliation(s)
- Binyam Tilahun
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Kassahun Dessie Gashu
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Zeleke Abebaw Mekonnen
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- Health System Directorate, Ministry of Health, Ethiopia
| | - Berhanu Fikadie Endehabtu
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Dessie Abebaw Angaw
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Gleiss A, Lewandowski S. Removing barriers for digital health through organizing ambidexterity in hospitals. J Public Health (Oxf) 2021. [DOI: 10.1007/s10389-021-01532-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
Abstract
Aim
Hospitals noticeably struggle with maintaining hundreds of IT systems and applications in compliance with the latest IT standards and regulations. Thus, hospitals search for efficient opportunities to discover and integrate useful digital health innovations into their existing IT landscapes. In addition, although a multitude of digital innovations from digital health startups enter the market, numerous barriers impede their successful implementation and adoption. Against this background, the aim of this study was to explore typical digital innovation barriers in hospitals, and to assess how a hospital data management platform (HDMP) architecture might help hospitals to extract such innovative capabilities.
Subject and methods
Based on the concept of organizational ambidexterity (OA), we pursued a qualitative mixed-methods approach. First, we explored and consolidated innovation barriers through a systematic literature review, interviews with 20 startup representatives, and a focus group interview with a hospital IT team and the CEO of an HDMP provider. Finally, we conducted a case-study analysis of 36 digital health startups to explore and conceptualize the potential impact of DI and apply the morphological method to synthesize our findings from a multi-level perspective.
Results
We first provide a systematic and conceptual overview of typical barriers for digital innovation in hospitals. Hereupon, we explain how an HDMP might enable hospitals to mitigate such barriers and extract value from digital innovations at both individual and organizational level.
Conclusion
Our results imply that an HDMP can help hospitals to approach organizational ambidexterity through integrating and maintaining hundreds of systems and applications, which allows for a structured and controlled integration of external digital innovations.
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Alexander KE, Ogle T, Hoberg H, Linley L, Bradford N. Patient preferences for using technology in communication about symptoms post hospital discharge. BMC Health Serv Res 2021; 21:141. [PMID: 33588829 PMCID: PMC7882859 DOI: 10.1186/s12913-021-06119-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 01/25/2021] [Indexed: 12/21/2022] Open
Abstract
Background Technology is increasingly transforming the way we interact with others and undertake activities in our daily lives. The healthcare setting has, however, not yet realised the potential of technology solutions to facilitate communication between patients and healthcare providers. While the procedural and policy requirements of healthcare systems will ultimately drive such solutions, understanding the preferences and attitudes of patients is essential to ensure that technology implemented in the healthcare setting facilitates communication in safe, acceptable, and appropriate ways. Therefore, the purpose of this study was to examine patient preferences for using technology to communicate with health service providers about symptoms experienced following discharge from the hospital. Methods Primary data were collected from patients admitted to a large metropolitan hospital in Australia during three consecutive months in 2018. Participants were asked about their daily use of technology including use of computers, email, phone, text messaging, mobile applications, social media, online discussion forums, and videoconference. They were then asked about their use of technologies in managing their health, and preferences for use when communicating about symptoms with health service providers following discharge from hospital. Results Five hundred and twenty-five patients with a wide range of differing clinical conditions and demographics participated. Patients indicated they used a range of technologies in their everyday lives and to manage their health. Almost 60% of patients would prefer to return to hospital if they were experiencing symptoms of concern. However, if patients experienced symptoms that were not of concern, over 60% would prefer to communicate with the hospital via telephone or using technology. Admitting condition, income, and age were significantly associated with preferences for communication about symptoms following hospital discharge. Conclusions Patients have varied preferences for communicating with their health service providers post-hospital discharge. Findings suggest that some, but not all patients, would prefer to use technology to traditional methods of communicating with the healthcare team. Health services should offer patients multiple options for communicating about their recovery to ensure individual needs are appropriately met. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06119-7.
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Affiliation(s)
- Kim E Alexander
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia. .,St Vincent's Private Hospital Northside, Brisbane, Australia.
| | - Theodora Ogle
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
| | - Hana Hoberg
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
| | - Libbie Linley
- St Vincent's Private Hospital Northside, Brisbane, Australia
| | - Natalie Bradford
- Queensland University of Technology (QUT), Centre for Healthcare Transformation, Cancer & Palliative Care Outcomes Centre, Brisbane, Australia
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Physician requirements for adoption of telehealth following the SARS-CoV-2 pandemic. NPJ Digit Med 2021; 4:19. [PMID: 33564102 PMCID: PMC7873202 DOI: 10.1038/s41746-021-00390-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 01/05/2021] [Indexed: 11/08/2022] Open
Abstract
It took the advent of SARS-CoV-2, a "black swan event", to widely introduce telehealth, remote care, and virtual house calls. Prior to the epidemic (2019), the American Medical Association (AMA) conducted a routine study to compare physicians' adoption of emerging technologies to a similar survey in 2016. Most notable was a doubling in the adoption of telehealth/virtual technology to 28% and increases in the use of remote monitoring and management for improved care (13-22%). These results may now seem insignificant when compared to the unprecedented surge in telehealth visits because of SARS-CoV-2. Even as this surge levels off and begins to decline, many observers believe we will continue to see a persistent increase in the use of virtual visits compared to face-to-face care. The requirements for adoption communicated by physicians in both the 2016 and 2019 surveys are now more relevant than ever: Is remote care as effective as in-person care and how best to determine when to use these modalities? How do I safeguard my patients and my practice from liability and privacy concerns? How do I optimize using these technologies in my practice and, especially integration with my EHR and workflows to improve efficiency? And how will a mix of virtual and in-person visits affect practice revenue and sustainability? Consumers have also expressed concerns about payment for virtual visits as well as privacy and quality of care. If telehealth and remote care are here to stay, continuing to track their impact during the current public health emergency is critically important to address so that policymakers and insurers will take necessary steps to ensure that the "new normal" will reflect a health care delivery model that can provide comparable or improved results today and into the future.
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Whitelaw S, Pellegrini DM, Mamas MA, Cowie M, Van Spall HGC. Barriers and facilitators of the uptake of digital health technology in cardiovascular care: a systematic scoping review. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2021; 2:62-74. [PMID: 34048508 PMCID: PMC8139413 DOI: 10.1093/ehjdh/ztab005] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/12/2021] [Accepted: 01/24/2021] [Indexed: 01/31/2023]
Abstract
Digital health technology (DHT) has the potential to revolutionize healthcare delivery but its uptake has been low in clinical and research settings. The factors that contribute to the limited adoption of DHT, particularly in cardiovascular settings, are unclear. The objective of this review was to determine the barriers and facilitators of DHT uptake from the perspective of patients, clinicians, and researchers. We searched MEDLINE, EMBASE, and CINAHL databases for studies published from inception to May 2020 that reported barriers and/or facilitators of DHT adoption in cardiovascular care. We extracted data on study design, setting, cardiovascular condition, and type of DHT. We conducted a thematic analysis to identify barriers and facilitators of DHT uptake. The search identified 3075 unique studies, of which 29 studies met eligibility criteria. Studies employed: qualitative methods (n = 13), which included interviews and focus groups; quantitative methods (n = 5), which included surveys; or a combination of qualitative and quantitative methods (n = 11). Twenty-five studies reported patient-level barriers, most common of which were difficult-to-use technology (n=7) and a poor internet connection (n=7). Six studies reported clinician-level barriers, which included increased workload (n=4) and a lack of integration with electronic medical records (n=3).Twenty-four studies reported patient-level facilitators, which included improved communication with clinicians (n=10) and personalized technology (n=6). Four studies reported clinician-level facilitators, which included approval and organizational support from cardiology departments and/or hospitals (n=3) and technologies that improved efficiency (n=3). No studies reported researcher-level barriers or facilitators. In summary, internet access, user-friendliness, organizational support, workflow efficiency, and data integration were reported as important factors in the uptake of DHT by patients and clinicians. These factors can be considered when selecting and implementing DHTs in cardiovascular clinical settings.
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Affiliation(s)
- Sera Whitelaw
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4L8, Canada
| | - Danielle M Pellegrini
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | - Mamas A Mamas
- Institute of Population Health, University of Manchester, Oxford Rd, Manchester M13 9PL, UK,Keele Cardiovascular Research Group, Keele University, Newcastle ST5 5BG, UK
| | - Martin Cowie
- Faculty of Medicine, National Heart and Lung Institute, Imperial College London, London SW7 2AZ, UK
| | - Harriette G C Van Spall
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4L8, Canada,Department of Medicine, McMaster University, 20 Copeland Avenue, David Braley Research Building, Suite C3-117, Hamilton, ON L8L 0A3, Canada,Population Health Research Institute, 20 Copeland Ave, Hamilton, Ontario L8L 2X2, Canada,ICES, McMaster University, 1280 Main Street West, Hamilton, Ontario L8S 4L8, Canada,Corresponding author. Tel: +1 905 521 2100, ext: 40601, Fax: +1 905 297 3785,
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May SG, Huber C, Roach M, Shafrin J, Aubry W, Lakdawalla D, Kane JM, Forma F. Adoption of Digital Health Technologies in the Practice of Behavioral Health: Qualitative Case Study of Glucose Monitoring Technology. J Med Internet Res 2021; 23:e18119. [PMID: 33533725 PMCID: PMC7889421 DOI: 10.2196/18119] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 08/05/2020] [Accepted: 11/23/2020] [Indexed: 12/20/2022] Open
Abstract
Background Evaluation of patients with serious mental illness (SMI) relies largely on patient or caregiver self-reported symptoms. New digital technologies are being developed to better quantify the longitudinal symptomology of patients with SMI and facilitate disease management. However, as these new technologies become more widely available, psychiatrists may be uncertain about how to integrate them into daily practice. To better understand how digital tools might be integrated into the treatment of patients with SMI, this study examines a case study of a successful technology adoption by physicians: endocrinologists’ adoption of digital glucometers. Objective This study aims to understand the key facilitators of and barriers to clinician and patient adoption of digital glucose monitoring technologies to identify lessons that may be applicable across other chronic diseases, including SMIs. Methods We conducted focus groups with practicing endocrinologists from 2 large metropolitan areas using a semistructured discussion guide designed to elicit perspectives of and experiences with technology adoption. The thematic analysis identified barriers to and facilitators of integrating digital glucometers into clinical practice. Participants also provided recommendations for integrating digital health technologies into clinical practice more broadly. Results A total of 10 endocrinologists were enrolled: 60% (6/10) male; a mean of 18.4 years in practice (SD 5.6); and 80% (8/10) working in a group practice setting. Participants stated that digital glucometers represented a significant change in the treatment paradigm for diabetes care and facilitated more effective care delivery and patient engagement. Barriers to the adoption of digital glucometers included lack of coverage, provider reimbursement, and data management support, as well as patient heterogeneity. Participant recommendations to increase the use of digital health technologies included expanding reimbursement for clinician time, streamlining data management processes, and customizing the technologies to patient needs. Conclusions Digital glucose monitoring technologies have facilitated more effective, individualized care delivery and have improved patient engagement and health outcomes. However, key challenges faced by the endocrinologists included lack of reimbursement for clinician time and nonstandardized data management across devices. Key recommendations that may be relevant for other diseases include improved data analytics to quickly and accurately synthesize data for patient care management, streamlined software, and standardized metrics.
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Affiliation(s)
| | | | | | | | - Wade Aubry
- Philip R Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA, United States
| | | | - John M Kane
- School of Medicine, Hofstra University, Hempstead, NY, United States.,Northwell Health, New York, NY, United States
| | - Felicia Forma
- Otsuka Pharmaceutical Development & Commercialization Inc, Princeton, NJ, United States
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Lo C, Yu J, Görges M, Matava C. Anesthesia in the modern world of apps and technology: Implications and impact on wellness. Paediatr Anaesth 2021; 31:31-38. [PMID: 33119935 DOI: 10.1111/pan.14051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 10/19/2020] [Accepted: 10/22/2020] [Indexed: 02/01/2023]
Abstract
Recent decades have seen an unprecedented leap in digital innovation, with far-reaching implications in healthcare. Anesthesiologists have historically championed the adoption of new technologies. However, the rapid evolution of these technologies has outpaced attempts at studying their potential impact on healthcare providers' well-being. This document introduces several categories of workplace technologies commonly encountered by the anesthesiologist. We examine examples of novel technology and the impact of these digital interventions on the anesthesiologist's well-being. We also review popular personalized technology aimed at improving wellness and the impact on well-being examined. Finally, technology acceptance models are introduced to improve technology adoption, which, when appropriately applied, may minimize the negative impacts of technology on anesthesiologists' well-being. Incorporating quantitative, serial assessments of well-being as part of technology implementation are proposed as a future direction for examining the wellness impact of technology on anesthesiologists.
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Affiliation(s)
- Calvin Lo
- Department of Anesthesiology and Pain Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Julie Yu
- Department of Anesthesiology and Pain Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Matthias Görges
- Research Institute, BC Children's Hospital, Vancouver, BC, Canada.,Department of Anesthesiology, Pharmacology & Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Clyde Matava
- Department of Anesthesiology and Pain Medicine, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Padwal R, Wood PW. Digital Health Approaches for the Assessment and Optimisation of Hypertension Care Provision. Can J Cardiol 2020; 37:711-721. [PMID: 33340672 DOI: 10.1016/j.cjca.2020.12.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/19/2020] [Accepted: 12/10/2020] [Indexed: 12/20/2022] Open
Abstract
Although many aspects of our lives have been transformed by digital innovation, widespread adoption of digital health advancements within the health care sector in general, and for hypertension care specifically, has been limited. However, it is likely that, over the next decade, material increases in the uptake of digital health innovations for hypertension care delivery will be seen. In this narrative review, we summarise those innovations thought to have the greatest chance for impact in the next decade. These include provision of virtual care combined with home blood pressure (BP) telemonitoring, use of digital registries and protocolised care, leveraging continuous BP measurement to collect vast amounts of individual and population-based BP data, and adoption of digital therapeutics to provide low-cost scalable interventions for patients with or at risk for hypertension. Of these, home BP telemonitoring is likely the most ready for implementation, but it needs to be done in a way that enables efficient guideline-concordant care in a cost-effective manner. In addition, efforts must be focused on implementing digital health solutions in a manner that addresses the major challenges to digital adoption. This entails ensuring that innovations are accessible, usable, secure, validated, evidence based, cost-effective, and integrated into the electronic systems that are already used by patients or providers. Increasing the use of broader digital innovations such as artificial/augmented intelligence, data analytics, and interactive voice response is also critically important. The digital revolution holds substantial promise, but success will depend on the ability of collaborative stakeholders to adopt and implement innovative, usable solutions.
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Affiliation(s)
- Raj Padwal
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
| | - Peter W Wood
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
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Isernia S, Di Tella S, Pagliari C, Jonsdottir J, Castiglioni C, Gindri P, Salza M, Gramigna C, Palumbo G, Molteni F, Baglio F. Effects of an Innovative Telerehabilitation Intervention for People With Parkinson's Disease on Quality of Life, Motor, and Non-motor Abilities. Front Neurol 2020; 11:846. [PMID: 32903506 PMCID: PMC7438538 DOI: 10.3389/fneur.2020.00846] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/07/2020] [Indexed: 01/10/2023] Open
Abstract
Parkinson's disease (PD) often leads to multifactorial motor and non-motor disabilities with resultant social restrictions. Continuity of care in this pathology, including a tailored home rehabilitation, is crucial to improve or maintain the quality of life for patients. The aim of this multicenter study was to test in a pilot sample of PD patients the efficiency and efficacy of the Human Empowerment Aging and Disability (HEAD) program. The virtual reality HEAD program was administered in two consecutive phases: (1) in clinic (ClinicHEAD, 12 45-minutes sessions, 3 sessions/week); (2) at home (HomeHEAD, 60 45-minutes sessions, 5 sessions/week). Thirty-one PD outpatients were enrolled [mean age (SD) = 66.84 (9.13)]. All patients performed ClinicHEAD, and after allocation (ratio 1:2) were assigned to the HomeHEAD or the Usual Care (UC) group. Motor, cognitive and behavioral outcome measures were assessed at enrollment (T0), at hospital discharge (T1), at 4 (T2) and 7 (T3) months after baseline. After ClinicHEAD (T1 vs. T0 comparison) a significant (p < 0.05) improvement in functional mobility, balance, upper limb mobility, global cognitive function, memory, quality of life and psychological well-being was observed. After the HomeHEAD intervention there was an additional enhancement for upper limb mobility. At T3 follow-up, the UC group that did not continue the HEAD program at home showed a worsening with respect to the HomeHEAD group in balance and functional mobility. Furthermore, in the HomeHEAD group, a positive association was observed between adherence, mental and physical health (SF-12). A trend was also registered between adherence and positive affect. The digital health patient-tailored rehabilitation program resulted in improving motor and non-motor abilities and quality of life in clinical setting, enhancing the motor function in telerehabilitation at home, and maintaining the non-motor abilities and quality of life at follow-up. In the near future, people with PD can be supported also at home with individualized rehabilitation strategies for a better quality of life and wellbeing along with lower costs for society.
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Affiliation(s)
- Sara Isernia
- IRCCS Fondazione don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | | | | | - Patrizia Gindri
- Fondazione Opera San Camillo Presidio Sanitario San Camillo, Turin, Italy
| | - Marco Salza
- Fondazione Opera San Camillo Presidio Sanitario San Camillo, Turin, Italy
| | | | | | - Franco Molteni
- Villa Beretta Rehabilitation Center, Costa Masnaga, Italy
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Senft N, Butler E, Everson J. Growing Disparities in Patient-Provider Messaging: Trend Analysis Before and After Supportive Policy. J Med Internet Res 2019; 21:e14976. [PMID: 31593539 PMCID: PMC6803888 DOI: 10.2196/14976] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Revised: 08/13/2019] [Accepted: 08/13/2019] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Public policy introduced since 2011 has supported provider adoption of electronic medical records (EMRs) and patient-provider messaging, primarily through financial incentives. It is unclear how disparities in patients' use of incentivized electronic health (eHealth) tools, like patient-provider messaging, have changed over time relative to disparities in use of eHealth tools that were not directly incentivized. OBJECTIVE This study examines trends in eHealth disparities before and after the introduction of US federal financial incentives. We compare rates of patient-provider messaging, which was directly incentivized, with rates of looking for health information on the Web, which was not directly incentivized. METHODS We used nationally representative Health Information National Trends Survey data from 2003 to 2018 (N=37,300) to describe disparities in patient-provider messaging and looking for health information on the Web. We first reported the percentage of individuals across education and racial and ethnic groups who reported using these tools in each survey year and compared changes in unadjusted disparities during preincentive (2003-2011) and postincentive (2011-2018) periods. Using multivariable linear probability models, we then examined adjusted effects of education and race and ethnicity in 3 periods-preincentive (2003-2005), early incentive (2011-2013), and postincentive (2017-2018)-controlling for sociodemographic and health factors. In the postincentive period, an additional model tested whether internet adoption, provider access, or providers' use of EMRs explained disparities. RESULTS From 2003 to 2018, overall rates of provider messaging increased from 4% to 36%. The gap in provider messaging between the highest and lowest education groups increased by 10 percentage points preincentive (P<.001) and 22 additional points postincentive (P<.001). The gap between Hispanics and non-Hispanic whites increased by 3.2 points preincentive (P=.42) and 11 additional points postincentive (P=.01). Trends for blacks resembled those for Hispanics, whereas trends for Asians resembled those for non-Hispanic whites. In contrast, education-based disparities in looking for health information on the Web (which was not directly incentivized) did not significantly change in preincentive or postincentive periods, whereas racial disparities narrowed by 15 percentage points preincentive (P=.008) and did not significantly change postincentive. After adjusting for other sociodemographic and health factors, observed associations were similar to unadjusted associations, though smaller in magnitude. Including internet adoption, provider access, and providers' use of EMRs in the postincentive model attenuated, but did not eliminate, education-based disparities in provider messaging and looking for health information on the Web. Racial and ethnic disparities were no longer statistically significant in adjusted models. CONCLUSIONS Disparities in provider messaging widened over time, particularly following federal financial incentives. Meanwhile, disparities in looking for health information on the Web remained stable or narrowed. Incentives may have disproportionately benefited socioeconomically advantaged groups. Future policy could address disparities by incentivizing providers treating these populations to adopt messaging capabilities and encouraging patients' use of messaging.
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Affiliation(s)
- Nicole Senft
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Evan Butler
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, TN, United States
| | - Jordan Everson
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, TN, United States
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