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Rosenstrøm S, Groth S, Risom SS, Hove JD, Brødsgaard A. Nurses' Experiences With Virtual Consultations and Home-Monitoring in Patients With Cardiac Disease: A Systematic Review and Qualitative Meta-Synthesis of Results. Nurs Health Sci 2024; 26:e13180. [PMID: 39437992 DOI: 10.1111/nhs.13180] [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: 04/10/2024] [Revised: 08/20/2024] [Accepted: 10/02/2024] [Indexed: 10/25/2024]
Abstract
To explore how nurses experience facilitators and barriers to the use of video-consultations for home-monitoring of patients with cardiac disease. A systematic literature search in PubMed, CINAHL, Scopus, and Web of Science was undertaken, inclusion criteria were qualitative data published between 2013 and 2023 written in English, Norwegian, Swedish, or Danish. Ten studies were included in the qualitative synthesis conducted as described by Braun and Clarke. From the synthesis, a main theme emerged: Nurses' uncertainty toward telemedicine is a risk toward the use of video-consultations and home-monitoring. The essence of the findings range from nurses' positive experiences to their frustration concerning the implementation process and the lack of technical support for clinicians and patients. Nurses often felt frustration and uncertainty about the quality of delivered care through virtual consultations. Working with technology in caring for patients with cardiac disease, including video-consultations and home-monitoring, nurses experienced a sense of insecurity. Insecurity was identified as a lack of technological knowledge, nurses' feelings of apathy, poorer observation through a video-consultation, and the lack of organizational support.
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Affiliation(s)
- Stine Rosenstrøm
- Department of Cardiology, Copenhagen University Hospital, Amager Hvidovre, Copenhagen, Denmark
| | - Sissel Groth
- Department of Cardiology, Copenhagen University Hospital, Amager Hvidovre, Copenhagen, Denmark
| | - Signe Stelling Risom
- Department of Cardiology, Herlev and Gentofte University Hospital, Herlev, Denmark
- Institute of Nursing and Nutrition, University College, Copenhagen, Denmark
- Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen, Denmark
| | - Jens Dahlgaard Hove
- Department of Cardiology, Copenhagen University Hospital, Amager Hvidovre, Copenhagen, Denmark
- Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen, Denmark
| | - Anne Brødsgaard
- Department of Paediatrics and Adolescent Medicine, and Department of Obstetrics and Gynaecology, Copenhagen University Hospital, Amager Hvidovre, Hvidovre, Denmark
- Department of Public Health, Nursing and Health Care, Aarhus University, Aarhus, Denmark
- Department of People and Technology, University of Roskilde, Roskilde, Denmark
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2
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Kassaw M, Amare G, Shitu K, Tilahun B, Assaye BT. Willingness to use remote patient monitoring among cardiovascular patients in a resource-limited setting: a cross-sectional study. Front Digit Health 2024; 6:1437134. [PMID: 39364012 PMCID: PMC11448358 DOI: 10.3389/fdgth.2024.1437134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 08/22/2024] [Indexed: 10/05/2024] Open
Abstract
Introduction Currently, mortality by non-communicable diseases is increasing alarmingly. They account for approximately 35 million deaths each year, of which 14% are due to cardiovascular disease and 9.2% occur in Africa. Patients do not have access to healthcare services outside the healthcare setting, resulting in missed follow-ups and appointments and adverse outcomes. This study aimed to assess the willingness to use remote monitoring among cardiovascular patients in a resource-limited setting in Ethiopia. Method An institution-based cross-sectional study was conducted from April to June 2021 among cardiovascular patients at referral hospitals in Ethiopia. A structured interview questionnaire was used to collect the data. A systematic random sampling technique was used to select 397 study participants. Binary and multivariable logistic regression analyses were employed and a 95% confidence level with a p-value <0.05 was used to determine the level of association between variables. Result In total, 81.61% of the study participants were willing to use remote patient monitoring [95% confidence interval (CI) = 77.4%-85.1%]. Age [adjusted odds ratio (AOR) = 0.94; 95% CI: 0.90-0.98], having a mobile phone (AOR = 5.70; 95% CI: 1.86-17.22), and perceived usefulness (AOR = 1.50; 95% CI: 1.18-1.82) were significantly associated with willingness to use remote patient monitoring among cardiovascular patients. Conclusion Cardiovascular patients had a high willingness to use remote patient monitoring. Age, perceived usefulness of remote patient monitoring, and having a mobile phone were significantly associated with a willingness to use remote patient monitoring.
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Affiliation(s)
- Mitiku Kassaw
- Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia
| | - Getasew Amare
- Department of Health System and Policy, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Kegnie Shitu
- Department of Health Education and Behavioral Sciences, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Binyam Tilahun
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Bayou Tilahun Assaye
- Department of Health Informatics, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia
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Lee KCS, Breznen B, Ukhova A, Martin SS, Koehler F. Virtual healthcare solutions in heart failure: a literature review. Front Cardiovasc Med 2023; 10:1231000. [PMID: 37745104 PMCID: PMC10513031 DOI: 10.3389/fcvm.2023.1231000] [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: 05/29/2023] [Accepted: 08/29/2023] [Indexed: 09/26/2023] Open
Abstract
The widespread adoption of mobile technologies offers an opportunity for a new approach to post-discharge care for patients with heart failure (HF). By enabling non-invasive remote monitoring and two-way, real-time communication between the clinic and home-based patients, as well as a host of other capabilities, mobile technologies have a potential to significantly improve remote patient care. This literature review summarizes clinical evidence related to virtual healthcare (VHC), defined as a care team + connected devices + a digital solution in post-release care of patients with HF. Searches were conducted on Embase (06/12/2020). A total of 171 studies were included for data extraction and evidence synthesis: 96 studies related to VHC efficacy, and 75 studies related to AI in HF. In addition, 15 publications were included from the search on studies scaling up VHC solutions in HF within the real-world setting. The most successful VHC interventions, as measured by the number of reported significant results, were those targeting reduction in rehospitalization rates. In terms of relative success rate, the two most effective interventions targeted patient self-care and all-cause hospital visits in their primary endpoint. Among the three categories of VHC identified in this review (telemonitoring, remote patient management, and patient self-empowerment) the integrated approach in remote patient management solutions performs the best in decreasing HF patients' re-admission rates and overall hospital visits. Given the increased amount of data generated by VHC technologies, artificial intelligence (AI) is being investigated as a tool to aid decision making in the context of primary diagnostics, identifying disease phenotypes, and predicting treatment outcomes. Currently, most AI algorithms are developed using data gathered in clinic and only a few studies deploy AI in the context of VHC. Most successes have been reported in predicting HF outcomes. Since the field of VHC in HF is relatively new and still in flux, this is not a typical systematic review capturing all published studies within this domain. Although the standard methodology for this type of reviews was followed, the nature of this review is qualitative. The main objective was to summarize the most promising results and identify potential research directions.
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Affiliation(s)
| | - Boris Breznen
- Evidence Synthesis, Evidinno Outcomes Research Inc., Vancouver, BC, Canada
| | | | - Seth Shay Martin
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Friedrich Koehler
- Deutsches Herzzentrum der Charité (DHZC), Centre for Cardiovascular Telemedicine, Campus Charité Mitte, Berlin, Germany
- Division of Cardiology and Angiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez-Cabanillas N, Abe H, Boveda S, Chew DS, Choi JI, Dagres N, Dalal AS, Dechert BE, Frazier-Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, DeEllen Mirza S, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim-Teixeira R, Vandenberk B, Varma N. 2023 HRS/EHRA/APHRS/LAHRS expert consensus statement on practical management of the remote device clinic. Heart Rhythm 2023; 20:e92-e144. [PMID: 37211145 DOI: 10.1016/j.hrthm.2023.03.1525] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 03/28/2023] [Indexed: 05/23/2023]
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health Hospital, Kitakyushu, Japan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of Leipzig, Leipzig, Germany
| | - Aarti S Dalal
- Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | - Olivia Gilbert
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina
| | - Janet K Han
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | | | | | | | | | | | - Mary Runte
- University of Lethbridge, Lethbridge, Alberta, Canada
| | | | | | - Bert Vandenberk
- University of Calgary, Calgary, Alberta, Canada; Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
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Auton A, Zaman S, Padayachee Y, Samways JW, Quaife NM, Sweeney M, Tenorio I, Linton NWF, Cole GD, Peters NS, Mayet J, Barton C, Plymen C. Smartphone-Based Remote Monitoring for Chronic Heart Failure: Mixed Methods Analysis of User Experience From Patient and Nurse Perspectives. JMIR Nurs 2023; 6:e44630. [PMID: 37279054 PMCID: PMC10282903 DOI: 10.2196/44630] [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: 11/28/2022] [Revised: 03/20/2023] [Accepted: 05/11/2023] [Indexed: 06/07/2023] Open
Abstract
BACKGROUND Community-based management by heart failure specialist nurses (HFSNs) is key to improving self-care in heart failure with reduced ejection fraction. Remote monitoring (RM) can aid nurse-led management, but in the literature, user feedback evaluation is skewed in favor of the patient rather than nursing user experience. Furthermore, the ways in which different groups use the same RM platform at the same time are rarely directly compared in the literature. We present a balanced semantic analysis of user feedback from patient and nurse perspectives of Luscii, a smartphone-based RM strategy combining self-measurement of vital signs, instant messaging, and e-learning. OBJECTIVE This study aims to (1) evaluate how patients and nurses use this type of RM (usage type), (2) evaluate patients' and nurses' user feedback on this type of RM (user experience), and (3) directly compare the usage type and user experience of patients and nurses using the same type of RM platform at the same time. METHODS We performed a retrospective usage type and user experience evaluation of the RM platform from the perspective of both patients with heart failure with reduced ejection fraction and the HFSNs using the platform to manage them. We conducted semantic analysis of written patient feedback provided via the platform and a focus group of 6 HFSNs. Additionally, as an indirect measure of tablet adherence, self-measured vital signs (blood pressure, heart rate, and body mass) were extracted from the RM platform at onboarding and 3 months later. Paired 2-tailed t tests were used to evaluate differences between mean scores across the 2 timepoints. RESULTS A total of 79 patients (mean age 62 years; 35%, 28/79 female) were included. Semantic analysis of usage type revealed extensive, bidirectional information exchange between patients and HFSNs using the platform. Semantic analysis of user experience demonstrates a range of positive and negative perspectives. Positive impacts included increased patient engagement, convenience for both user groups, and continuity of care. Negative impacts included information overload for patients and increased workload for nurses. After the patients used the platform for 3 months, they showed significant reductions in heart rate (P=.004) and blood pressure (P=.008) but not body mass (P=.97) compared with onboarding. CONCLUSIONS Smartphone-based RM with messaging and e-learning facilitates bilateral information sharing between patients and nurses on a range of topics. Patient and nurse user experience is largely positive and symmetrical, but there are possible negative impacts on patient attention and nurse workload. We recommend RM providers involve patient and nurse users in platform development, including recognition of RM usage in nursing job plans.
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Affiliation(s)
- Alice Auton
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | | | | | - Jack W Samways
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | | | | | - Indira Tenorio
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Nick W F Linton
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Graham D Cole
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | | | - Jamil Mayet
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Carys Barton
- Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Carla Plymen
- Imperial College Healthcare NHS Trust, London, United Kingdom
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez‐Cabanillas N, Abe H, Boveda S, Chew DS, Choi J, Dagres N, Dalal AS, Dechert BE, Frazier‐Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, Mirza SD, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim‐Teixeira R, Vandenberk B, Varma N, Davenport E, Freedenberg V, Glotzer TV, Huang J, Ikeda T, Kramer DB, Lin D, Rojel‐Martínez U, Stühlinger M, Varosy PD. 2023 HRS/EHRA/APHRS/LAHRS Expert Consensus Statement on Practical Management of the Remote Device Clinic. J Arrhythm 2023; 39:250-302. [PMID: 37324757 PMCID: PMC10264760 DOI: 10.1002/joa3.12851] [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] [Indexed: 06/17/2023] Open
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health HospitalJapan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of LeipzigLeipzigGermany
| | | | | | | | | | - Janet K. Han
- VA Greater Los Angeles Healthcare SystemLos AngelesCalifornia
| | | | | | | | | | | | - Mary Runte
- University of LethbridgeLethbridgeAlbertaCanada
| | | | | | - Bert Vandenberk
- University of CalgaryCalgaryAlbertaCanada
- Department of Cardiovascular SciencesLeuvenBelgium
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7
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Ferrick AM, Raj SR, Deneke T, Kojodjojo P, Lopez-Cabanillas N, Abe H, Boveda S, Chew DS, Choi JI, Dagres N, Dalal AS, Dechert BE, Frazier-Mills CG, Gilbert O, Han JK, Hewit S, Kneeland C, Mirza SD, Mittal S, Ricci RP, Runte M, Sinclair S, Alkmim-Teixeira R, Vandenberk B, Varma N, Davenport E, Freedenberg V, Glotzer TV, Huang JL, Ikeda T, Kramer DB, Lin D, Rojel-Martínez U, Stühlinger M, Varosy PD. 2023 HRS/EHRA/APHRS/LAHRS Expert Consensus Statement on Practical Management of the Remote Device Clinic. Europace 2023; 25:euad123. [PMID: 37208301 PMCID: PMC10199172 DOI: 10.1093/europace/euad123] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023] Open
Abstract
Remote monitoring is beneficial for the management of patients with cardiovascular implantable electronic devices by impacting morbidity and mortality. With increasing numbers of patients using remote monitoring, keeping up with higher volume of remote monitoring transmissions creates challenges for device clinic staff. This international multidisciplinary document is intended to guide cardiac electrophysiologists, allied professionals, and hospital administrators in managing remote monitoring clinics. This includes guidance for remote monitoring clinic staffing, appropriate clinic workflows, patient education, and alert management. This expert consensus statement also addresses other topics such as communication of transmission results, use of third-party resources, manufacturer responsibilities, and programming concerns. The goal is to provide evidence-based recommendations impacting all aspects of remote monitoring services. Gaps in current knowledge and guidance for future research directions are also identified.
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Affiliation(s)
| | | | | | | | | | - Haruhiko Abe
- University of Occupational and Environmental Health Hospital, Kitakyushu, Japan
| | | | | | | | - Nikolaos Dagres
- Heart Center Leipzig at the University of Leipzig, Leipzig, Germany
| | - Aarti S Dalal
- Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | - Olivia Gilbert
- Wake Forest Baptist Medical Center, Winston-Salem, North Carolina
| | - Janet K Han
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | | | | | | | | | | | - Mary Runte
- University of Lethbridge, Lethbridge, Alberta, Canada
| | | | | | - Bert Vandenberk
- University of Calgary, Calgary, Alberta, Canada
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
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Kushniruk A, Martin-Juchat F. Patients' Information Needs Related to a Monitoring Implant for Heart Failure: Co-designed Study Based on Affect Stories. JMIR Hum Factors 2023; 10:e38096. [PMID: 36689266 PMCID: PMC9947817 DOI: 10.2196/38096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 09/28/2022] [Accepted: 10/11/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND RealWorld4Clinic is a European consortium that is currently developing an implantable monitoring device for acute heart failure prevention. OBJECTIVE This study aimed to identify the main issues and information needs related to this new cardiac implant from the patients' perspective. METHODS A total of 3 patient collaborators were recruited to help us design the study. During 4 remotely held meetings (each lasting for 2 hours), we defined the main questions and hypotheses together. Next, 26 additional interviews were conducted remotely to test these hypotheses. During both phases, we used affect stories, which are life narratives focusing on affect and the relationship between patients and the care ecosystem, to highlight the main social issues that should be addressed by the research according to the patients. RESULTS Context of diagnosis, age, and severity of illness strongly influence patient experience. However, these variables do not seem to influence the choice regarding being implanted, which relies mostly on the individual patient's trust in their physicians. It seems that the major cause of anxiety for the patient is not the implant but the disease itself, although some people may initially be concerned over the idea of becoming a cyborg. Remote monitoring of cardiac implants should draw on existing remote disease management programs focusing on a long-term relationship between the patient and their medical team. CONCLUSIONS Co-design with affect stories is a useful method for quickly identifying the main social issues related to information about a new health technology.
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Affiliation(s)
| | - Fabienne Martin-Juchat
- GRESEC - Groupe de Recherche Sur les Enjeux de la Communication, Université Grenoble Alpes, Échirolles, France
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Liljeroos M, Arkkukangas M. Implementation of Telemonitoring in Health Care: Facilitators and Barriers for Using eHealth for Older Adults with Chronic Conditions. Risk Manag Healthc Policy 2023; 16:43-53. [PMID: 36647422 PMCID: PMC9840402 DOI: 10.2147/rmhp.s396495] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Purpose The retrospective study used a hybrid design aimed to a) describe the implementation process of telemonitoring from stakeholders' perspectives and b) identify facilitators and barriers perceived by the care team. Patients and Methods Qualitative interview data were analyzed using manifest inductive qualitative content analysis to describe what was perceived as barriers and what facilitated the implementation. Participating healthcare professionals recruited from a multi-professional care team in Sweden. Overall, 14 healthcare professionals comprising 8 assistant nurses, 3 nurses, 1 physiotherapist, 1 occupational therapist, and one general practitioner participated in five interviews. Results Four categories were derived from the interview analysis: previous experience with digital technology, the need for preparation before implementation, perceptions of using telemonitoring in daily practice from the patient's perspective, and perceptions of the relevance and reasons for applying telemonitoring from the care team's perspective. The identification of stakeholders and the need to plan carefully when proposing the introduction of telemonitoring systems into work practices are both crucial. Conclusion The attitudes of healthcare professionals can be a significant factor in the acceptance and efficiency of the use of telemonitoring in practice. Therefore, implementing new technology in healthcare should involve healthcare professionals at an early stage to gain common understanding.
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Affiliation(s)
- Maria Liljeroos
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden,Centre for Clinical Research Sörmland, Uppsala University, Eskilstuna, Sweden
| | - Marina Arkkukangas
- Centre for Clinical Research Sörmland, Uppsala University, Eskilstuna, Sweden,Department of Medicine and Sport Sciences, School of Health and Welfare, Dalarna University, Falun, Sweden,Department of Physiotherapy, School of Health, Care and Social Welfare, Mälardalen University, Västerås, Sweden,Correspondence: Marina Arkkukangas, Research and Development in Sörmland, Eskilstuna, Sweden, Tel +46 706468868, Email
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Ben-Tovim DI, Bajger M, Bui VD, Qin S, Thompson CH. Modular structures and the delivery of inpatient care in hospitals: a Network Science perspective on healthcare function and dysfunction. BMC Health Serv Res 2022; 22:1503. [PMID: 36494814 PMCID: PMC9734831 DOI: 10.1186/s12913-022-08865-8] [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: 07/08/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Reinforced by the COVID-19 pandemic, the capacity of health systems to cope with increasing healthcare demands has been an abiding concern of both governments and the public. Health systems are made up from non-identical human and physical components interacting in diverse ways in varying locations. It is challenging to represent the function and dysfunction of such systems in a scientific manner. We describe a Network Science approach to that dilemma. General hospitals with large emergency caseloads are the resource intensive components of health systems. We propose that the care-delivery services in such entities are modular, and that their structure and function can be usefully analysed by contemporary Network Science. We explore that possibility in a study of Australian hospitals during 2019 and 2020. METHODS We accessed monthly snapshots of whole of hospital administrative patient level data in two general hospitals during 2019 and 2020. We represented the organisations inpatient services as network graphs and explored their graph structural characteristics using the Louvain algorithm and other methods. We related graph topological features to aspects of observable function and dysfunction in the delivery of care. RESULTS We constructed a series of whole of institution bipartite hospital graphs with clinical unit and labelled wards as nodes, and patients treated by units in particular wards as edges. Examples of the graphs are provided. Algorithmic identification of community structures confirmed the modular structure of the graphs. Their functional implications were readily identified by domain experts. Topological graph features could be related to functional and dysfunctional issues such as COVID-19 related service changes and levels of hospital congestion. DISCUSSION AND CONCLUSIONS Contemporary Network Science is one of the fastest growing areas of current scientific and technical advance. Network Science confirms the modular nature of healthcare service structures. It holds considerable promise for understanding function and dysfunction in healthcare systems, and for reconceptualising issues such as hospital capacity in new and interesting ways.
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Affiliation(s)
- David I. Ben-Tovim
- grid.1014.40000 0004 0367 2697College of Medicine and Public Health, Flinders University, 5042 Bedford Park, SA Australia
| | - Mariusz Bajger
- grid.1014.40000 0004 0367 2697College of Science and Engineering, Flinders University, 5042 Tonsley, SA Australia
| | - Viet Duong Bui
- grid.1014.40000 0004 0367 2697College of Science and Engineering, Flinders University, 5042 Tonsley, SA Australia
| | - Shaowen Qin
- grid.1014.40000 0004 0367 2697College of Science and Engineering, Flinders University, 5042 Tonsley, SA Australia
| | - Campbell H. Thompson
- grid.416075.10000 0004 0367 1221Royal Adelaide Hospital, 5000 Adelaide, SA Australia
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Remote versus in-office monitoring for implantable cardioverter defibrillators: Results from a randomized pragmatic controlled study in Portugal. Rev Port Cardiol 2022; 41:987-997. [PMID: 36229282 DOI: 10.1016/j.repc.2021.08.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 07/22/2021] [Accepted: 08/13/2021] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Remote monitoring (RM) is a safe and effective alternative to in-office conventional follow-up. OBJECTIVE We aimed to evaluate patient satisfaction with RM and its impact on healthcare resources in a population with cardiac implantable electronic devices. METHODS Randomized, pragmatic, open-label controlled trial, with adult wearers of implantable cardioverter-defibrillator (ICD) or cardiac resynchronization therapy with ICD (CRT-D), eligible for the CareLink® system. Patients newly implanted or with previous conventional follow-up were randomized to RM or conventional follow-up (control), and followed for 12 months, according to the centers' practice. The number of in-office visits and adverse events were compared between groups. Patient and healthcare professionals' satisfaction with RM were described. RESULTS Of the 134 randomized patients (69 RM; 65 control, aged 60±13 years), 80% were male, 23% employed, 72% ICD wearers and 54% newly implanted. Most patients (70%) reported travel costs less than 15€/visit, and 46% daily routine interference with in-office visits. Median physician/technician time with patient was 15 min/15 min, per in-office visit. Excluding baseline and final visits, control patients had more in-office visits in total: median 1 vs. 0, p<0.001. In 81% of the in-office visits, no clinical measures were taken. There were 10 adverse events, with no differences between groups. At the final visit, 95% of RM patients considered RM easy/very easy to use, and would all prefer to maintain RM and recommend it to others. All professionals found the CareLink website easy/very easy to use and were satisfied with transmission data. CONCLUSIONS In a Portuguese population with ICD and CRT-D, RM safely reduced the burden of in-office visits, with high levels of satisfaction among patients and healthcare professionals.
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Daley C, Toscos T, Allmandinger T, Ahmed R, Wagner S, Mirro M. Organizational Models for Cardiac Implantable Electronic Device Remote Monitoring: Current and Future Directions. Card Electrophysiol Clin 2021; 13:483-497. [PMID: 34330375 DOI: 10.1016/j.ccep.2021.04.008] [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: 11/19/2022]
Abstract
This review provides an overview of the literature on the organization, staffing, and structure of remote monitoring (RM) clinics, primarily from countries in Western Europe and United States, as well as the challenges, considerations, and future directions for RM clinic models of care. Using a current case example of an RM clinic in the Midwestern United States, this document provides key information from the viewpoint of a clinic undergoing a shift in workflow. Finally, this review distills key considerations for RM management for electrophysiology clinics, vendors and industry, and policy makers.
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Affiliation(s)
- Carly Daley
- Health Services and Informatics Research Department, Parkview Mirro Center for Research and Innovation, 10622 Parkview Plaza Dr., Fort Wayne, IN 46845, USA; Department of BioHealth Informatics, IUPUI School of Informatics and Computing, 535 W. Michigan St., Indianapolis, IN 46202, USA.
| | - Tammy Toscos
- Health Services and Informatics Research Department, Parkview Mirro Center for Research and Innovation, 10622 Parkview Plaza Dr., Fort Wayne, IN 46845, USA; Department of BioHealth Informatics, IUPUI School of Informatics and Computing, 535 W. Michigan St., Indianapolis, IN 46202, USA
| | - Tina Allmandinger
- Arrhythmia Diagnostic Center, Parkview Physicians Group, 11108 Parkview Circle, Fort Wayne, IN 46845, USA
| | - Ryan Ahmed
- Health Services and Informatics Research Department, Parkview Mirro Center for Research and Innovation, 10622 Parkview Plaza Dr., Fort Wayne, IN 46845, USA
| | - Shauna Wagner
- Health Services and Informatics Research Department, Parkview Mirro Center for Research and Innovation, 10622 Parkview Plaza Dr., Fort Wayne, IN 46845, USA
| | - Michael Mirro
- Health Services and Informatics Research Department, Parkview Mirro Center for Research and Innovation, 10622 Parkview Plaza Dr., Fort Wayne, IN 46845, USA; Department of BioHealth Informatics, IUPUI School of Informatics and Computing, 535 W. Michigan St., Indianapolis, IN 46202, USA; Department of Medicine, Indiana University School of Medicine, 340 West 10th St., Indianapolis, IN 46202, USA
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