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Bosman JB, Jager FJP, Badings EA, van Wijngaarden J, Jansen Klomp WW. Hospital-at-Home care for acute heart failure: Feasibility and safety pilot. Neth Heart J 2025; 33:157-162. [PMID: 40133690 PMCID: PMC12014988 DOI: 10.1007/s12471-025-01949-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2025] [Indexed: 03/27/2025] Open
Abstract
INTRODUCTION Heart failure (HF) is a global health issue, imposing a significant burden on healthcare systems. Deventer Hospital recently introduced DZThuis, a hybrid Hospital-at-Home care model for patients with acute decompensated heart failure (ADHF). Patients receive treatment with intravenous diuretics at home when possible and in hospital when necessary. This pilot study evaluated the feasibility of DZThuis and compared outcomes with conventional in-hospital care to assess safety. METHODS This retrospective, single-centre cohort study compared 47 DZThuis patients (July 2022-November 2023) with 60 in-hospital ADHF patients admitted between August 2021 and July 2022. Kaplan-Meier curves and log-rank tests were used to analyse mortality and time to the composite endpoint of mortality or HF readmission. Secondary endpoints included total treatment duration, renal function, and complications. RESULTS No significant differences were found in mortality (p = 0.987) or time to the composite endpoint (p = 0.745). Treatment duration did not significantly differ (DZThuis: 11.3 ± 8.4 days vs in-hospital: 8.8 ± 4.9 days; p = 0.068). Complication rates were comparable. Five DZThuis patients transitioned to in-hospital care, in line with the hybrid model's design. CONCLUSION Despite a higher prevalence of comorbidities, DZThuis demonstrated outcomes comparable with traditional in-hospital care for ADHF patients and proved to be a feasible and safe model. Further long-term research in larger cohorts is needed to confirm safety and efficacy, with a particular focus on the impact of Hospital-at-Home care on quality of life and patient satisfaction.
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Affiliation(s)
- Jesper B Bosman
- Department of Cardiology, Deventer Hospital, Deventer, The Netherlands.
| | - Florine J P Jager
- Department of Cardiology, Meander Medical Centre, Amersfoort, The Netherlands
| | - Erik A Badings
- Department of Cardiology, Deventer Hospital, Deventer, The Netherlands
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Vaismoradi M, Logan PA. Contributions of Specialized Nurses to Medication Management for Older People in Home Care: A Mixed-Method Systematic Review. Risk Manag Healthc Policy 2025; 18:445-470. [PMID: 39963544 PMCID: PMC11831921 DOI: 10.2147/rmhp.s508170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 01/23/2025] [Indexed: 02/20/2025] Open
Abstract
There is a growing international interest in defining the roles, responsibilities, and contributions of specialized nurses across various aspects of home care to establish them as effective members of multidisciplinary home care teams. This study aimed to identify and describe the contributions of specialized nurses to medication management for older people in home care. This systematic review was performed using a mixed method approach. A thorough search was conducted across PubMed (including MEDLINE), Scopus, CINAHL, ProQuest, and Embase, focusing on studies published in English over the last decade, from 2014 to 2024. The convergent synthesis was used to combine and analyze qualitative and quantitative evidence in parallel to address the review question. The initial search yielded 875 studies, which were then refined to 32 studies selected for data-based convergent synthesis. The findings of the review were organized into three categories: "specialized nurses' identities", "specialized nurses' roles and responsibilities", and "impact of specialized nurses' medication management in home care". Specialized nurses played key roles in enhancing medication safety, improving older adults' quality of life, and reducing emergency visits. Their support in medication management eased the home care burden and ensured timely interventions for better symptom control and healthcare outcomes. Specialized nurses bring vital expertise to home care multidisciplinary medication team, promoting safe medication practices and helping older adults manage chronic conditions effectively at home.
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Affiliation(s)
- Mojtaba Vaismoradi
- Faculty of Nursing and Health Sciences, Nord University, Bodø, Nordland, Norway
| | - Patricia A Logan
- Faculty of Science and Health, Charles Sturt University, Bathurst, NSW, Australia
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Krauter MB, McGilton KS, Patel SS, Harkness K, Colella TJF. Home intravenous diuretic administration for heart failure management: A scoping review. PLoS One 2025; 20:e0316851. [PMID: 39823449 PMCID: PMC11741602 DOI: 10.1371/journal.pone.0316851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 12/17/2024] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND Heart failure (HF) significantly impacts healthcare systems due to high rates of hospital bed utilization and readmission rates. Chronic HF often leads to frequent hospitalizations due to recurrent exacerbations and a decline in patient health status. Intravenous (IV) diuretic administration is essential for treating worsening HF. Emerging strategies include home-based IV diuretic therapy administration; however, limited practical implementation guidance is available. This scoping review aims to summarize the literature on home IV diuretic administration for HF patients, focusing on the interventions' characteristics, and facilitators and barriers to its implementation. METHODS This review followed the scoping review framework proposed by Arksey and O'Malley and PRIMSA-ScR. A comprehensive search was conducted across six databases (CINAHL, the Cochrane Library, EMBASE, MEDLINE, PsychINFO and Scopus) and grey literature to identify English studies from inception to April 13, 2024. Two independent reviewers screened articles and resources for inclusion and data was extracted using a form created by the authors in Covidence. RESULTS The search yielded 2,049 results, with nine studies meeting the inclusion criteria. Studies varied in design, including feasibility, pilot, observational, and pre/post-intervention evaluations. The majority were conducted in European countries, with sample sizes ranging from 12 to 96 patients receiving home IV diuretics for HF. Key implementation challenges include appropriate patient selection, IV cannulation competency of healthcare providers, and multi-disciplinary and multi-agency collaboration. CONCLUSIONS Evidence on home IV diuretic administration practices for HF management remains limited. However, this scoping review suggests that commonalities across studies could form the basis for developing standard protocols in outpatient settings. Despite the lack of formal evidence-based guidelines, the findings also suggest that tailored, community-specific approaches and safe infusion guidance documents could enhance the efficacy and scalability of home IV diuretic therapy. Future research should focus on refining these strategies and exploring diuretic escalation methods beyond traditional acute care administration to optimize patient outcomes.
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Affiliation(s)
- Morgan B. Krauter
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Katherine S. McGilton
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Stuti S. Patel
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | | | - Tracey J. F. Colella
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
- Cardiovascular Prevention and Rehabilitation Program, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
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Denecke K. Mapping the landscape of Hospital at home (HaH) care: a validated taxonomy for HaH care model classification. BMC Health Serv Res 2025; 25:84. [PMID: 39815296 PMCID: PMC11734235 DOI: 10.1186/s12913-025-12251-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Accepted: 01/08/2025] [Indexed: 01/18/2025] Open
Abstract
BACKGROUND Hospital at home (HaH) care models have gained significant attention due to their potential to reduce healthcare costs, improve patient satisfaction, and lower readmission rates. However, the lack of a standardized classification system has hindered systematic evaluation and comparison of these models. Taxonomies serve as classification systems that simplify complexity and enhance understanding within a specific domain. OBJECTIVE This paper introduces a comprehensive taxonomy of HaH care models, aiming to categorize and compare the various ways HaH services are delivered as an alternative to traditional hospital care. METHODS We developed a taxonomy of characteristics for HaH care models based on scientific literature and by applying a taxonomy development framework. To validate the taxonomy, and to analyze the current landscape of HaH models we matched the taxonomy to HaH care models described in literature. Finally, to identify types of HaH care implementations, we applied the k-means clustering method to care models represented using the taxonomy. RESULTS Our taxonomy consists of 12 unique dimensions structured into 5 perspectives following the progression from triaging, through care delivery, operational processes, and metrics for success: Persons and roles (2 dimensions), Target population (1 dimension), Service delivery and care model (6 dimensions), outcomes and quality metrics (2 dimensions), and training and education (1 dimension). Cluster analysis of 34 HaH care models revealed three distinct types: One cluster (50%, 17/34) focuses on patient eligibility and home environment suitability, a care model to be chosen for clinically complex patients. A second cluster (29.4%, 10/34) aggregates technology-enabled models using telemedicine and remote monitoring that are adaptable across settings. This type could be chosen for generalizable care. The third cluster (20.6%, 7/34) includes complex interventions involving informal caregivers and advanced medical devices, requiring caregiver training, supportive policies, and user-friendly technology to reduce caregiver burden and improve safety. CONCLUSIONS The clusters identified highlight practical considerations for adapting HaH care approaches to patient and contextual needs. These findings can guide policymakers in developing guidelines and assist practitioners in tailoring HaH care models to specific patient populations. The challenges encountered in collecting information on different characteristics of the taxonomy underscore the urgent need for more comprehensive and standardized reporting in scientific papers on HaH interventions.
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Affiliation(s)
- Kerstin Denecke
- Institute Patient-Centered Digital Health, Bern University of Applied Sciences, Quellgasse 21, Biel, 2502, Switzerland.
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Ulas E, Duffels M, Drexhage O, Germans T, Wagenaar J, Umans V. The effects of spondylodiscitis on the inflammation burden in infective endocarditis. Neth Heart J 2024; 32:455-461. [PMID: 39499433 PMCID: PMC11584835 DOI: 10.1007/s12471-024-01908-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2024] [Indexed: 11/07/2024] Open
Abstract
BACKGROUND This study investigates the effects of spondylodiscitis on the inflammation burden in infective endocarditis patients. METHODS A prospective, observational study was conducted between September 2018 and October 2022 in a non-surgical teaching hospital. Patients with a definite or possible and treated as infective endocarditis were recruited from the Alkmaar Endocarditis Team meetings. Spondylodiscitis was diagnosed based on symptoms and radiological findings. The inflammation burden was defined as the area under the C‑reactive protein (CRP) curve. RESULTS 174 consecutive patients with infective endocarditis were included (mean age 73 years, 34.5% female). Concomitant spondylodiscitis was present in 32 patients (18%), frequently associated with Streptococcus species (38%). At admission, the mean level of CRP was significantly higher in patients with concomitant spondylodiscitis (p = 0.004). The median CRP area under the curve was significantly higher in spondylodiscitis patients (4.2 × 106 min.mg/l [1.2 × 105 - 1.6 × 107 min.mg/l] vs 2.0 × 106 min.mg/l [8.7 × 104 - 1.6 × 107 min.mg/l], p < 0.001). This difference remained during the whole treatment period. At 6 months of follow-up, rates of mortality and relapse of infective endocarditis were not significantly different. CONCLUSION The prevalence of spondylodiscitis in non-referred patients with infective endocarditis was 18%. Endocarditis patients with spondylodiscitis had an increased inflammation burden at and during admission. This difference in normalisation of CRP levels was particularly apparent in the final phase of antibiotic treatment but not related to infectious complications. Despite an augmented inflammation burden, spondylodiscitis was not associated with mortality, cardiac surgery or infectious relapse.
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Affiliation(s)
- Esen Ulas
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Mariëlle Duffels
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Olivier Drexhage
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Tjeerd Germans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Jiri Wagenaar
- Department of Infectious Diseases, Northwest Clinics, Alkmaar, The Netherlands
| | - Victor Umans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands.
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Damen LJ, Van Tuyl LHD, Korevaar JC, Knottnerus BJ, De Jong JD. Citizens' perspectives on relocating care: a scoping review. BMC Health Serv Res 2024; 24:202. [PMID: 38355575 PMCID: PMC10868012 DOI: 10.1186/s12913-024-10671-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 02/01/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Healthcare systems around the world are facing large challenges. There are increasing demands and costs while at the same time a diminishing health workforce. Without reform, healthcare systems are unsustainable. Relocating care, for example, from hospitals to sites closer to patients' homes, is expected to make a key contribution to keeping healthcare sustainable. Given the significant impact of this initiative on citizens, we conducted a scoping review to provide insight into the factors that influence citizens' attitudes towards relocating care. METHOD A scoping review was conducted. The search was performed in the following databases: Pubmed, Embase, Cinahl, and Scopus. Articles had to include relocating healthcare and citizens' perspectives on this topic and the articles had to be about a European country with a strong primary care system. After applying the inclusion and exclusion criteria, 70 articles remained. RESULTS Factors positively influencing citizens' attitudes towards relocating care included: convenience, familiarity, accessibility, patients having more control over their disease, and privacy. Factors influencing negative attitudes included: concerns about the quality of care, familiarity, the lack of physical examination, contact with others, convenience, and privacy. Furthermore, in general, most citizens preferred to relocate care in the studies we found, especially from the hospital to care provided at home. CONCLUSION Several factors influencing the attitude of citizens towards relocating care were found. These factors are very important when determining citizens' preferences for the location of their healthcare. The majority of studies in this review reported that citizens are in favour of relocating care. In general citizens' perspectives on relocating care are very often missing in articles. It was significant that very few studies on relocation from the hospital to the general practitioner were identified.
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Affiliation(s)
- L J Damen
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands.
| | - L H D Van Tuyl
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - J C Korevaar
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
- The Hague University of Applied Sciences, The Hague, the Netherlands
| | - B J Knottnerus
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - J D De Jong
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
- CAPHRI, Maastricht University, PO Box 616, 6200 MD Maastricht, Maastricht, the Netherlands
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Jalilian A, Sedda L, Unsworth A, Farrier M. Length of stay and economic sustainability of virtual ward care in a medium-sized hospital of the UK: a retrospective longitudinal study. BMJ Open 2024; 14:e081378. [PMID: 38267251 PMCID: PMC10823930 DOI: 10.1136/bmjopen-2023-081378] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 01/11/2024] [Indexed: 01/26/2024] Open
Abstract
OBJECTIVE To evaluate the length of stay difference and its economic implications between hospital patients and virtual ward patients. DESIGN Retrospective longitudinal study. SETTING Wrightington, Wigan and Leigh (WWL) Teaching Hospitals, National Health Service (NHS) Foundation Trust, a medium-sized NHS trust in the north-west of England. PARTICIPANTS Virtual ward patients (n=318) were matched 1:1 to 1:4, depending on matching characteristics, to all hospital patients (n=350). All patients were admitted to the hospital during the calendar year 2022. OUTCOME MEASURES The primary outcome is the length of stay as defined from the date of hospital admission to the date of discharge or death (hospital patients) and from the date of hospital admission to the date of admission in a virtual ward (virtual ward patients). The secondary outcome is the cost of a hospital bed day and the equivalent value of virtual ward savings in hospital bed days. Additional measures were 6-month readmission rates and survival rates at the follow-up date of 30 April 2023. RISK FACTORS Age, sex, comorbidities and the clinical frailty score (CFS) were used to evaluate the importance and effect of these factors on the main and secondary outcomes. METHODS Statistical analyses included logistic and binomial mixed models for the length of stay in the hospital and readmission rate outcomes, as well as a Cox proportional hazard model for the survival of the patients. RESULTS The virtual ward patients had a shorter stay in the hospital before being admitted to the virtual ward (2.89 days, 95% CI 2.1 to 3.9 days). Chronic kidney disease (CKD) and frailty were associated with a longer length of stay in the hospital (58%, 95% CI 22% to 100%) compared with patients without CKD, and 14% (95% CI 8% to 21%) compared with patients with one unit lower CFS. The frailty score was also associated with a higher rate of readmission within 6 months and lower survival. Being admitted to the virtual ward slightly improved survival, although when readmitted, survival deteriorated rapidly. The cost of a 24-hour period in a general hospital bed is £536. The cost of a day hospital saved by a virtual ward was £935. CONCLUSION The use of a 40-bed virtual ward was clinically effective in terms of survival for patients not needing readmission and allowed for the freeing of three hospital beds per day. However, the cost for each day freed from hospital stay was three-quarters larger than the one for a single-day hospital bed. This raises concerns about the deployment of large-scale virtual wards without the existence of policies and plans for their cost-effective management.
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Affiliation(s)
- Abdollah Jalilian
- Lancaster Ecology and Epidemiology Group, Lancaster University, Lancaster, UK
| | - Luigi Sedda
- Lancaster Ecology and Epidemiology Group, Lancaster University, Lancaster, UK
| | - Alison Unsworth
- Wrightington Wigan and Leigh Teaching Hospitals NHS Foundation Trust, Wigan, UK
| | - Martin Farrier
- Wrightington Wigan and Leigh Teaching Hospitals NHS Foundation Trust, Wigan, UK
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Duffels MGJ, Germans T, Bos-Schaap A, Drexhage O, Wagenaar JFP, van der Zant FM, Hoogewerf M, Knol RJJ, Umans VAWM. Distant embolisation in infective endocarditis: characteristics and outcomes. Neth Heart J 2023; 31:390-398. [PMID: 36995641 PMCID: PMC10516844 DOI: 10.1007/s12471-023-01771-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Infective endocarditis is a severe and potentially lethal cardiac disease. Recognition of the clinical features of endocarditis, such as distant embolisation, and adequate treatment should be initiated promptly given the grim perspective of upcoming virulent pathogens. METHODS We report on our registry-based experience with outcomes of consecutive patients with infective endocarditis with distant embolisation. We aimed to describe the patient characteristics of infective endocarditis complicated by distant organ embolisation and the safety aspects of continuing endocarditis treatment at home in these patients. RESULTS From November 2018 through April 2022, 157 consecutive patients were diagnosed with infective endocarditis. Of them, 38 patients (24%) experienced distant embolisation, either in the cerebrum (n = 18), a visceral organ (n = 5), the lungs (n = 7) or the myocardium (n = 8). Pathogens identified in blood cultures were predominantly streptococcal variants (43%), with only one culture-negative endocarditis case. Of the 18 patients with cerebral embolisation, 12 had neurological complaints and most often discrete abnormal findings on neurological examination. Six of the 8 cardiac embolism patients experienced chest pain before admission. Visceral organ and pulmonary embolism occurred silently. Of the 38 patients with distant embolisation, 17 could be discharged earlier by providing antibiotic treatment at home without complications. CONCLUSION This registry-based single-centre experience showed an incidence of distant embolisation in daily care of 24%. Cerebral and coronary embolisation provoked symptoms, while visceral emboli remained silent. Pulmonary emboli may present with inflammatory signs. Distant embolisation was not in itself a contra-indication for outpatient endocarditis@home treatment.
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Affiliation(s)
| | - Tjeerd Germans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Annet Bos-Schaap
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Olivier Drexhage
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Jiri F P Wagenaar
- Department of Infectious Diseases, Northwest Clinics, Alkmaar, The Netherlands
| | | | - Martine Hoogewerf
- Department of Medical Microbiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Remco J J Knol
- Department of Nuclear Medicine, Northwest Clinics, Alkmaar, The Netherlands
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Denecke K, May R, Borycki EM, Kushniruk AW. Digital health as an enabler for hospital@home: A rising trend or just a vision? Front Public Health 2023; 11:1137798. [PMID: 36875371 PMCID: PMC9981936 DOI: 10.3389/fpubh.2023.1137798] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 01/30/2023] [Indexed: 02/19/2023] Open
Abstract
Background Hospital@home is a model of healthcare, where healthcare professionals actively treat patients in their homes for conditions that may otherwise require hospitalization. Similar models of care have been implemented in jurisdictions around the world over the past few years. However, there are new developments in health informatics including digital health and participatory health informatics that may have an impact on hospital@home approaches. Objectives This study aims to identify the current state of implementation of emerging concepts into the hospital@home research and models of care; to identify strengths and weaknesses, opportunities, and threats associated with the models of care; and to suggest a research agenda. Methods We employed two research methodologies, namely, a literature review and a SWOT (strengths, weaknesses, opportunities, and threats) analysis. The literature from the last 10 years was collected from PubMed using the search string "hospital at home" OR "care at home" OR "patient at home." Relevant information was extracted from the included articles. Results Title and abstract review were conducted on 1,371 articles. The full-text review was conducted on 82 articles. Data were extracted from 42 articles that met our review criteria. Most of the studies originated from the United States and Spain. Several medical conditions were considered. The use of digital tools and technologies was rarely reported. In particular, innovative approaches such as wearables or sensor technologies were rarely used. The current landscape of hospital@home models of care simply delivers hospital care in the patient's home. Tools or approaches from taking a participatory health informatics design approach involving a range of stakeholders (such as patients and their caregivers) were not reported in the literature reviewed. In addition, emerging technologies supporting mobile health applications, wearable technologies, and remote monitoring were rarely discussed. Conclusion There are multiple benefits and opportunities associated with hospital@home implementations. There are also threats and weaknesses associated with the use of this model of care. Some weaknesses could be addressed by using digital health and wearable technologies to support patient monitoring and treatment at home. Employing a participatory health informatics approach to design and implementation could help to ensure the acceptance of such care models.
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Affiliation(s)
| | - Richard May
- Harz University of Applied Sciences, Wernigerode, Germany
| | - Elizabeth M Borycki
- School of Health Information Science, University of Victoria, Victoria, BC, Canada
| | - Andre W Kushniruk
- School of Health Information Science, University of Victoria, Victoria, BC, Canada
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