1
|
Cornelis J, Christiaens W, de Meester C, Mistiaen P. Remote Patient Monitoring at Home in Patients With COVID-19: Narrative Review. JMIR Nurs 2024; 7:e44580. [PMID: 39287362 PMCID: PMC11615560 DOI: 10.2196/44580] [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: 11/30/2022] [Revised: 05/01/2023] [Accepted: 09/13/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND During the pandemic, health care providers implemented remote patient monitoring (RPM) for patients experiencing COVID-19. RPM is an interaction between health care professionals and patients who are in different locations, in which certain patient functioning parameters are assessed and followed up for a certain duration of time. The implementation of RPM in these patients aimed to reduce the strain on hospitals and primary care. OBJECTIVE With this literature review, we aim to describe the characteristics of RPM interventions, report on patients with COVID-19 receiving RPM, and provide an overview of outcome variables such as length of stay (LOS), hospital readmission, and mortality. METHODS A combination of different searches in several database types (traditional databases, trial registers, daily [Google] searches, and daily PubMed alerts) was run daily from March 2020 to December 2021. A search update for randomized controlled trials (RCTs) was performed in April 2022. RESULTS The initial search yielded more than 4448 articles (not including daily searches). After deduplication and assessment for eligibility, 241 articles were retained describing 164 telemonitoring studies from 160 centers. None of the 164 studies covering 248,431 patients reported on the presence of a randomized control group. Studies described a "prehosp" group (96 studies) with patients who had a suspected or confirmed COVID-19 diagnosis and who were not hospitalized but closely monitored at home or a "posthosp" group (32 studies) with patients who were monitored at home after hospitalization for COVID-19. Moreover, 34 studies described both groups, and in 2 studies, the description was unclear. In the prehosp and posthosp groups, there were large variations in the number of emergency department (ED) visits (0%-36% and 0%-16%, respectively) and no convincing evidence that RPM leads to less or more ED visits or hospital readmissions (0%-30% and 0%-22%, respectively). Mortality was generally low, and there was weak to no evidence that RPM is associated with lower mortality. Moreover, there was no evidence that RPM shortens previous LOS. A literature update identified 3 small-scale RCTs, which could not demonstrate statistically significant differences in these outcomes. Most papers claimed savings; however, the scientific base for these claims was doubtful. The overall patient experiences with RPM were positive, as patients felt more reassured, although many patients declined RPM for several reasons (eg, technological embarrassment, digital literacy). CONCLUSIONS Based on these results, there is no convincing evidence that RPM in COVID-19 patients avoids ED visits or hospital readmissions and shortens LOS or reduces mortality. On the other hand, there is no evidence that RPM has adverse outcomes. Further research should focus on developing, implementing, and evaluating an RPM framework.
Collapse
|
2
|
Musheghyan L, Harutyunyan NM, Sikder A, Reid MW, Zhao D, Lulejian A, Dickhoner JW, Andonian NT, Aslanyan L, Petrosyan V, Sargsyan Z, Shekherdimian S, Dorian A, Espinoza JC. Managing Patients With COVID-19 in Armenia Using a Remote Monitoring System: Descriptive Study. JMIR Public Health Surveill 2024; 10:e57703. [PMID: 39348686 PMCID: PMC11474135 DOI: 10.2196/57703] [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: 02/26/2024] [Revised: 07/15/2024] [Accepted: 07/21/2024] [Indexed: 10/02/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic has imposed immense stress on global health care systems, especially in low- and middle-income countries (LMICs). Armenia, a middle-income country in the Caucasus region, contended with the pandemic and a concurrent war, resulting in significant demand on its already strained health care infrastructure. The COVID@home program was a multi-institution, international collaboration to address critical hospital bed shortages by implementing a home-based oxygen therapy and remote monitoring program. OBJECTIVE The objective of this study was to describe the program protocol and clinical outcomes of implementing an early discharge program in Armenia through a collaboration of partner institutions, which can inform the future implementation of COVID-19 remote home monitoring programs, particularly in LMICs or low-resource settings. METHODS Seven hospitals in Yerevan participated in the COVID@home program. A web app based on OpenMRS was developed to facilitate data capture and care coordination. Patients meeting eligibility criteria were enrolled during hospitalization and monitored daily while on oxygen at home. Program evaluation relied on data extraction from (1) eligibility and enrollment forms, (2) daily monitoring forms, and (3) discharge forms. RESULTS Over 11 months, 439 patients were screened, and 221 patients were managed and discharged. Around 94% (n=208) of participants safely discontinued oxygen therapy at home, with a median home monitoring duration of 26 (IQR 15-45 days; mean 32.33, SD 25.29) days. Women (median 28.5, mean 35.25 days) had similar length of stay to men (median 26, mean 32.21 days; P=.75). Despite challenges in data collection and entry, the program demonstrated feasibility and safety, with a mortality rate below 1% and low re-admission rate. Opportunities for operational and data quality improvements were identified. CONCLUSIONS This study contributes practical evidence on the implementation and outcomes of a remote monitoring program in Armenia, offering insights into managing patients with COVID-19 in resource-constrained settings. The COVID@home program's success provides a model for remote patient care, potentially alleviating strain on health care resources in LMICs. Policymakers can draw from these findings to inform the development of adaptable health care solutions during public health crises, emphasizing the need for innovative approaches in resource-limited environments.
Collapse
Affiliation(s)
- Lusine Musheghyan
- Turpanjian College of Health Sciences, American University of Armenia, Yerevan, Armenia
| | - Nika M Harutyunyan
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Abu Sikder
- Innovation Studio, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Mark W Reid
- Department of Surgery, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Daniel Zhao
- New York Medical College, Valhalla, NY, United States
| | - Armine Lulejian
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - James W Dickhoner
- Innovation Studio, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | | | - Lusine Aslanyan
- Turpanjian College of Health Sciences, American University of Armenia, Yerevan, Armenia
| | - Varduhi Petrosyan
- Turpanjian College of Health Sciences, American University of Armenia, Yerevan, Armenia
| | - Zhanna Sargsyan
- Turpanjian College of Health Sciences, American University of Armenia, Yerevan, Armenia
| | - Shant Shekherdimian
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Alina Dorian
- Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, United States
| | - Juan C Espinoza
- Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
| |
Collapse
|
3
|
Lundberg AL, Wu SA, Soetikno AG, Hawkins C, Murphy RL, Havey RJ, Ozer EA, Moss CB, Welch SB, Mason M, Liu Y, Post LA. Updated Surveillance Metrics and History of the COVID-19 Pandemic (2020-2023) in Europe: Longitudinal Trend Analysis. JMIR Public Health Surveill 2024; 10:e53551. [PMID: 38568186 PMCID: PMC11226935 DOI: 10.2196/53551] [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: 10/10/2023] [Revised: 03/12/2024] [Accepted: 03/20/2024] [Indexed: 06/22/2024] Open
Abstract
BACKGROUND In this study, we built upon our initial research published in 2020 by incorporating an additional 2 years of data for Europe. We assessed whether COVID-19 had shifted from the pandemic to endemic phase in the region when the World Health Organization (WHO) declared the end of the public health emergency of international concern on May 5, 2023. OBJECTIVE We first aimed to measure whether there was an expansion or contraction in the pandemic in Europe at the time of the WHO declaration. Second, we used dynamic and genomic surveillance methods to describe the history of the pandemic in the region and situate the window of the WHO declaration within the broader history. Third, we provided the historical context for the course of the pandemic in Europe in terms of policy and disease burden at the country and region levels. METHODS In addition to the updates of traditional surveillance data and dynamic panel estimates from the original study, this study used data on sequenced SARS-CoV-2 variants from the Global Initiative on Sharing All Influenza Data to identify the appearance and duration of variants of concern. We used Nextclade nomenclature to collect clade designations from sequences and Pangolin nomenclature for lineage designations of SARS-CoV-2. Finally, we conducted a 1-tailed t test for whether regional weekly speed was greater than an outbreak threshold of 10. We ran the test iteratively with 6 months of data across the sample period. RESULTS Speed for the region had remained below the outbreak threshold for 4 months by the time of the WHO declaration. Acceleration and jerk were also low and stable. While the 1-day and 7-day persistence coefficients remained statistically significant, the coefficients were moderate in magnitude (0.404 and 0.547, respectively; P<.001 for both). The shift parameters for the 2 weeks around the WHO declaration were small and insignificant, suggesting little change in the clustering effect of cases on future cases at the time. From December 2021 onward, Omicron was the predominant variant of concern in sequenced viral samples. The rolling t test of speed equal to 10 became insignificant for the first time in April 2023. CONCLUSIONS While COVID-19 continues to circulate in Europe, the rate of transmission remained below the threshold of an outbreak for 4 months ahead of the WHO declaration. The region had previously been in a nearly continuous state of outbreak. The more recent trend suggested that COVID-19 was endemic in the region and no longer reached the threshold of the pandemic definition. However, several countries remained in a state of outbreak, and the conclusion that COVID-19 was no longer a pandemic in Europe at the time is unclear.
Collapse
Affiliation(s)
- Alexander L Lundberg
- Buehler Center for Health Policy and Economics, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Scott A Wu
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Alan G Soetikno
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Claudia Hawkins
- Department of Medicine, Division of Infectious Diseases, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Center for Global Communicable and Emerging Infectious Diseases, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
| | - Robert L Murphy
- Department of Medicine, Division of Infectious Diseases, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Robert J. Havey, MD Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Robert J Havey
- Robert J. Havey, MD Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Medicine, General Internal Medicine and Geriatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Egon A Ozer
- Department of Medicine, Division of Infectious Diseases, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Center for Pathogen Genomics and Microbial Evolution, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
| | - Charles B Moss
- Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL, United States
| | - Sarah B Welch
- Buehler Center for Health Policy and Economics, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Maryann Mason
- Buehler Center for Health Policy and Economics, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Yingxuan Liu
- Buehler Center for Health Policy and Economics, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Lori A Post
- Buehler Center for Health Policy and Economics, Robert J. Havey, MD Institute for Global Health, Northwestern University, Chicago, IL, United States
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| |
Collapse
|
4
|
Boeijen JA, van de Pol AC, van Uum RT, Smit K, Ahmad A, van Rijswijk E, van Apeldoorn MJ, van Thiel E, de Graaf N, Menkveld RM, Mantingh MR, Geertman S, Couzijn N, van Groenendael L, Schers H, Bont J, Bonten TN, Rutten FH, Zwart DLM. Home-based initiatives for acute management of COVID-19 patients needing oxygen: differences across The Netherlands. BMC Health Serv Res 2023; 23:1257. [PMID: 37968634 PMCID: PMC10652550 DOI: 10.1186/s12913-023-10191-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 10/20/2023] [Indexed: 11/17/2023] Open
Abstract
OBJECTIVE During the COVID-19 pandemic new collaborative-care initiatives were developed for treating and monitoring COVID-19 patients with oxygen at home. Aim was to provide a structured overview focused on differences and similarities of initiatives of acute home-based management in the Netherlands. METHODS Initiatives were eligible for evaluation if (i) COVID-19 patients received oxygen treatment at home; (ii) patients received structured remote monitoring; (iii) it was not an 'early hospital discharge' program; (iv) at least one patient was included. Protocols were screened, and additional information was obtained from involved physicians. Design choices were categorised into: eligible patient group, organization medical care, remote monitoring, nursing care, and devices used. RESULTS Nine initiatives were screened for eligibility; five were included. Three initiatives included low-risk patients and two were designed specifically for frail patients. Emergency department (ED) visit for an initial diagnostic work-up and evaluation was mandatory in three initiatives before starting home management. Medical responsibility was either assigned to the general practitioner or hospital specialist, most often pulmonologist or internist. Pulse-oximetry was used in all initiatives, with additional monitoring of heart rate and respiratory rate in three initiatives. Remote monitoring staff's qualification and authority varied, and organization and logistics were covered by persons with various backgrounds. All initiatives offered remote monitoring via an application, two also offered a paper diary option. CONCLUSIONS We observed differences in the organization of interprofessional collaboration for acute home management of hypoxemic COVID-19 patients. All initiatives used pulse-oximetry and an app for remote monitoring. Our overview may be of help to healthcare providers and organizations to set up and implement similar acute home management initiatives for critical episodes of COVID-19 (or other acute disorders) that would otherwise require hospital care.
Collapse
Affiliation(s)
- Josi A Boeijen
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands.
| | - Alma C van de Pol
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Rick T van Uum
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Karin Smit
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Abeer Ahmad
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
- Department of General Practice, Amsterdam University Medical Center, Location AMC, Meibergdreef 9, Amsterdam, 1105 AZ, The Netherlands
| | - Eric van Rijswijk
- Primary Care Network Jeroen Bosch Huisartsen, Nieuwe Linie 231-232, Vught, 5264PJ, The Netherlands
| | - Marjan J van Apeldoorn
- Department of Internal Medicine, Jeroen Bosch Hospital, Postbus 90153, 's-Hertogenbosch, 5200 ME, The Netherlands
| | - Eric van Thiel
- Department of Pulmonology, Albert Schweitzer Hospital, Albert Schweitzerplaats 25, Dordrecht, 3318 AT, The Netherlands
| | - Netty de Graaf
- Department of Pulmonology, Albert Schweitzer Hospital, Albert Schweitzerplaats 25, Dordrecht, 3318 AT, The Netherlands
| | - R Michiel Menkveld
- Wilhelmina Hospital Assen, Europaweg-Zuid 1, Postbus 30001, Assen, 9400 RA, The Netherlands
| | - Martijn R Mantingh
- Regional Organization for General Practice Drenthe, Dokter Drenthe, Stationsstraat 44, Assen, 9401 KX, The Netherlands
| | - Silke Geertman
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Nicolette Couzijn
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Leon van Groenendael
- Department of Primary and Community Care, Radboud University Medical Center, Geert Grooteplein 21, Nijmegen, 6525 EZ, The Netherlands
| | - Henk Schers
- Department of Primary and Community Care, Radboud University Medical Center, Geert Grooteplein 21, Nijmegen, 6525 EZ, The Netherlands
| | - Jettie Bont
- Department of General Practice, Amsterdam University Medical Center, Location AMC, Meibergdreef 9, Amsterdam, 1105 AZ, The Netherlands
| | - Tobias N Bonten
- Public Health & Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2300 RC, The Netherlands
| | - Frans H Rutten
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| | - Dorien L M Zwart
- Department of General Practice & Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, 3584 CX, The Netherlands
| |
Collapse
|
5
|
Farolfi F, Cavazza S, Mangiagalli A, Cavanna L. A 98-Year-Old Male With Paroxysmal Atrial Fibrillation Treated for COVID-19 at Home. Cureus 2022; 14:e30653. [PMID: 36426345 PMCID: PMC9681671 DOI: 10.7759/cureus.30653] [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: 10/22/2022] [Indexed: 11/07/2022] Open
Abstract
In the absence of evidenced-based guidelines for early home treatment of COVID-19, some Italian groups of volunteer physicians (both general practitioners (GPs) and hospital doctors) virtually gathered themselves to discuss the best available evidence and develop shared schemes of therapy. We present the case of a 98-year-old unvaccinated male on chronic anticoagulant therapy with dabigatran for paroxysmal atrial fibrillation (AF), who has been successfully treated for COVID-19 at home, according to one of the multidrug treatments proposed, since hospital admission was not feasible. At the very beginning of symptoms, anti-inflammatory drugs, vitamin D, and adjuvant dietary supplements (quercetin, vitamin C, zinc, and vitamin K2) were administered, followed by dexamethasone and antibiotic therapy, according to the evolving clinical conditions. Gastroprotection with omeprazole was added. Eventually, our patient fully recovered, thus suggesting that careful home assistance under strict medical supervision can be successful, even in a very old subject with comorbidities, particularly if early treatment simultaneously addressing inflammation, hypercoagulation, and viral replication is started.
Collapse
Affiliation(s)
- Fabrizia Farolfi
- General Practice, Azienda Unità Sanitaria Locale della Romagna, Solarolo, ITA
| | - Stefania Cavazza
- Internal Medicine, Arianna Anticoagulazione Foundation, Bologna, ITA
| | - Andrea Mangiagalli
- General Practice, Agenzia di Tutela della Salute Città Metropolitana di Milano, Milano, ITA
| | - Luigi Cavanna
- Onco-hematology, Hospital of Piacenza, Piacenza, ITA
| |
Collapse
|
6
|
Sikder A, Dickhoner J, Kysh L, Musheghyan L, Shekerdimian S, Levine B, Espinoza J. International Collaboration to Develop a Remote Monitoring Web Application for COVID-19 Patients in Armenia Using an Agile Methodology (Preprint). JMIR Hum Factors 2022; 9:e40110. [DOI: 10.2196/40110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/14/2022] [Accepted: 11/07/2022] [Indexed: 11/09/2022] Open
|