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Zhang J, Yu Y, Petrovic M, Pei X, Tian QB, Zhang L, Zhang WH. Impact of the COVID-19 pandemic and corresponding control measures on long-term care facilities: a systematic review and meta-analysis. Age Ageing 2023; 52:6987654. [PMID: 36668818 DOI: 10.1093/ageing/afac308] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 10/04/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Long-term care facilities (LTCFs) were high-risk settings for COVID-19 outbreaks. OBJECTIVE To assess the impacts of the COVID-19 pandemic on LTCFs, including rates of infection, hospitalisation, case fatality, and mortality, and to determine the association between control measures and SARS-CoV-2 infection rates in residents and staff. METHOD We conducted a systematic search of six databases for articles published between December 2019 and 5 November 2021, and performed meta-analyses and subgroup analyses to identify the impact of COVID-19 on LTCFs and the association between control measures and infection rate. RESULTS We included 108 studies from 19 countries. These studies included 1,902,044 residents and 255,498 staff from 81,572 LTCFs, among whom 296,024 residents and 36,807 staff were confirmed SARS-CoV-2 positive. The pooled infection rate was 32.63% (95%CI: 30.29 ~ 34.96%) for residents, whereas it was 10.33% (95%CI: 9.46 ~ 11.21%) for staff. In LTCFs that cancelled visits, new patient admissions, communal dining and group activities, and vaccinations, infection rates in residents and staff were lower than the global rate. We reported the residents' hospitalisation rate to be 29.09% (95%CI: 25.73 ~ 32.46%), with a case-fatality rate of 22.71% (95%CI: 21.31 ~ 24.11%) and mortality rate of 15.81% (95%CI: 14.32 ~ 17.30%). Significant publication biases were observed in the residents' case-fatality rate and the staff infection rate, but not in the infection, hospitalisation, or mortality rate of residents. CONCLUSION SARS-CoV-2 infection rates would be very high among LTCF residents and staff without appropriate control measures. Cancelling visits, communal dining and group activities, restricting new admissions, and increasing vaccination would significantly reduce the infection rates.
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Affiliation(s)
- Jun Zhang
- International Centre for Reproductive Health (ICRH), Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium.,The Research Center for Medical Sociology, Tsinghua University, 100084 Beijing, China
| | - Yushan Yu
- International Centre for Reproductive Health (ICRH), Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
| | - Mirko Petrovic
- Section of Geriatrics, Department of Internal Medicine and Paediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium
| | - Xiaomei Pei
- Department of Epidemiology and Statistics, School of Public Health, Hebei Medical University, 050017 Shijiazhuang, Hebei, China
| | - Qing-Bao Tian
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, 710061 Xi'an, Shaanxi, China
| | - Lei Zhang
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne 3053, Australia.,Central Clinical School, Faculty of Medicine, Monash University, Melbourne 3800, Australia.,Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, 450001 Zhengzhou, Henan, China
| | - Wei-Hong Zhang
- International Centre for Reproductive Health (ICRH), Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Ghent 9000, Belgium.,School of Public Health, Université libre de Bruxelles (ULB), Bruxelles 1070, Belgium
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2
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Jabs JM, Schwabe A, Wollkopf AD, Gebel B, Stadelmaier J, Erdmann S, Radicke F, Grundmann H, Kramer A, Monsef I, Rücker G, Rupp J, Scheithauer S, Schmucker C, Simon A, Mutters NT. The role of routine SARS-CoV-2 screening of healthcare-workers in acute care hospitals in 2020: a systematic review and meta-analysis. BMC Infect Dis 2022; 22:587. [PMID: 35780088 PMCID: PMC9250183 DOI: 10.1186/s12879-022-07554-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 06/08/2022] [Indexed: 02/08/2023] Open
Abstract
Background Healthcare workers (HCW) are at increased risk of infection with SARS-CoV-2. Vulnerable patient populations in particular must be protected, and clinics should not become transmission hotspots to avoid delaying medical treatments independent of COVID. Because asymptomatic transmission has been described, routine screening of asymptomatic HCW would potentially be able to interrupt chains of infection through early detection. Methods A systematic search was conducted in the Cochrane COVID-19 Study Register, Web of Science and WHO COVID‐19 Global literature on coronavirus with regard to non-incident related testing of healthcare workers using polymerase chain reaction on May 4th 2021. Studies since January 2020 were included. An assessment of risk of bias and representativeness was performed. Results The search identified 39 studies with heterogeneous designs. Data collection of the included studies took place from January to August 2020. The studies were conducted worldwide and the sample size of the included HCW ranged from 70 to 9449 participants. In total, 1000 of 51,700 (1.9%) asymptomatic HCW were tested positive for SARS-CoV-2 using PCR testing. The proportion of positive test results ranged between 0 and 14.3%. No study reported on HCW-screening related reductions in infected person-days. Discussion and conclusions The heterogeneous proportions might be explained by different regional incidences, lock-downs, and pre-analytical pitfalls that reduce the sensitivity of the nasopharyngeal swab. The very high prevalence in some studies indicates that screening HCW for SARS-CoV-2 may be important particularly in geographical regions and pandemic periods with a high-incidence. With low numbers and an increasing rate of vaccinated HCW, a strict cost–benefit consideration must be made, especially in times of low incidences. Since we found no studies that reported on HCW-screening related reductions in infected person-days, re-evaluation should be done when these are available. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-022-07554-5.
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Affiliation(s)
- J M Jabs
- Institute for Hygiene and Public Health, Bonn University Hospital, Venusberg-Campus 1, 53127, Bonn, Germany
| | - A Schwabe
- Institute for Hygiene and Public Health, Bonn University Hospital, Venusberg-Campus 1, 53127, Bonn, Germany
| | - A D Wollkopf
- Institute for Hygiene and Public Health, Bonn University Hospital, Venusberg-Campus 1, 53127, Bonn, Germany
| | - B Gebel
- Department of Infectious Diseases and Microbiology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - J Stadelmaier
- Institute for Evidence in Medicine, Faculty of Medicine and Medical Center, University of Freiburg, Breisacher Str. 86, 79110, Freiburg, Germany
| | - S Erdmann
- Institute for Hygiene and Environmental Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany
| | - F Radicke
- Institute for Hygiene and Environmental Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany
| | - H Grundmann
- Institute for Infection Prevention and Hospital Hygiene, Faculty of Medicine and Medical Center, University of Freiburg, Hugstetter Straße 55, 79106, Freiburg, Germany
| | - A Kramer
- Institute for Hygiene and Environmental Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany
| | - I Monsef
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cochrane Haematology, University Hospital of Cologne, Kerpener Str. 62, 50937, Cologne, Germany
| | - G Rücker
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Zinkmattenstraße 6a, 79108, Freiburg, Germany
| | - J Rupp
- Department of Infectious Diseases and Microbiology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - S Scheithauer
- Institute of Infection Control and Infectious Diseases, University Medical Center Göttingen, Robert-Koch-Straße 40, 37075, Göttingen, Germany
| | - C Schmucker
- Institute for Evidence in Medicine, Faculty of Medicine and Medical Center, University of Freiburg, Breisacher Str. 86, 79110, Freiburg, Germany
| | - A Simon
- Clinic for Pediatric Oncology and Hematology, Saarland University Hospital, Kirrberger Straße, 66421, Homburg, Saar, Germany
| | - Nico T Mutters
- Institute for Hygiene and Public Health, Bonn University Hospital, Venusberg-Campus 1, 53127, Bonn, Germany.
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Buitrago-Garcia D, Ipekci AM, Heron L, Imeri H, Araujo-Chaveron L, Arevalo-Rodriguez I, Ciapponi A, Cevik M, Hauser A, Alam MI, Meili K, Meyerowitz EA, Prajapati N, Qiu X, Richterman A, Robles-Rodriguez WG, Thapa S, Zhelyazkov I, Salanti G, Low N. Occurrence and transmission potential of asymptomatic and presymptomatic SARS-CoV-2 infections: Update of a living systematic review and meta-analysis. PLoS Med 2022; 19:e1003987. [PMID: 35617363 DOI: 10.1371/journal.pmed.1003987] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/13/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Debate about the level of asymptomatic Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection continues. The amount of evidence is increasing and study designs have changed over time. We updated a living systematic review to address 3 questions: (1) Among people who become infected with SARS-CoV-2, what proportion does not experience symptoms at all during their infection? (2) What is the infectiousness of asymptomatic and presymptomatic, compared with symptomatic, SARS-CoV-2 infection? (3) What proportion of SARS-CoV-2 transmission in a population is accounted for by people who are asymptomatic or presymptomatic? METHODS AND FINDINGS The protocol was first published on 1 April 2020 and last updated on 18 June 2021. We searched PubMed, Embase, bioRxiv, and medRxiv, aggregated in a database of SARS-CoV-2 literature, most recently on 6 July 2021. Studies of people with PCR-diagnosed SARS-CoV-2, which documented symptom status at the beginning and end of follow-up, or mathematical modelling studies were included. Studies restricted to people already diagnosed, of single individuals or families, or without sufficient follow-up were excluded. One reviewer extracted data and a second verified the extraction, with disagreement resolved by discussion or a third reviewer. Risk of bias in empirical studies was assessed with a bespoke checklist and modelling studies with a published checklist. All data syntheses were done using random effects models. Review question (1): We included 130 studies. Heterogeneity was high so we did not estimate a mean proportion of asymptomatic infections overall (interquartile range (IQR) 14% to 50%, prediction interval 2% to 90%), or in 84 studies based on screening of defined populations (IQR 20% to 65%, prediction interval 4% to 94%). In 46 studies based on contact or outbreak investigations, the summary proportion asymptomatic was 19% (95% confidence interval (CI) 15% to 25%, prediction interval 2% to 70%). (2) The secondary attack rate in contacts of people with asymptomatic infection compared with symptomatic infection was 0.32 (95% CI 0.16 to 0.64, prediction interval 0.11 to 0.95, 8 studies). (3) In 13 modelling studies fit to data, the proportion of all SARS-CoV-2 transmission from presymptomatic individuals was higher than from asymptomatic individuals. Limitations of the evidence include high heterogeneity and high risks of selection and information bias in studies that were not designed to measure persistently asymptomatic infection, and limited information about variants of concern or in people who have been vaccinated. CONCLUSIONS Based on studies published up to July 2021, most SARS-CoV-2 infections were not persistently asymptomatic, and asymptomatic infections were less infectious than symptomatic infections. Summary estimates from meta-analysis may be misleading when variability between studies is extreme and prediction intervals should be presented. Future studies should determine the asymptomatic proportion of SARS-CoV-2 infections caused by variants of concern and in people with immunity following vaccination or previous infection. Without prospective longitudinal studies with methods that minimise selection and measurement biases, further updates with the study types included in this living systematic review are unlikely to be able to provide a reliable summary estimate of the proportion of asymptomatic infections caused by SARS-CoV-2. REVIEW PROTOCOL Open Science Framework (https://osf.io/9ewys/).
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Ma Q, Liu J, Liu Q, Kang L, Liu R, Jing W, Wu Y, Liu M. Global Percentage of Asymptomatic SARS-CoV-2 Infections Among the Tested Population and Individuals With Confirmed COVID-19 Diagnosis: A Systematic Review and Meta-analysis. JAMA Netw Open 2021; 4:e2137257. [PMID: 34905008 PMCID: PMC8672238 DOI: 10.1001/jamanetworkopen.2021.37257] [Citation(s) in RCA: 239] [Impact Index Per Article: 79.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
IMPORTANCE Asymptomatic infections are potential sources of transmission for COVID-19. OBJECTIVE To evaluate the percentage of asymptomatic infections among individuals undergoing testing (tested population) and those with confirmed COVID-19 (confirmed population). DATA SOURCES PubMed, EMBASE, and ScienceDirect were searched on February 4, 2021. STUDY SELECTION Cross-sectional studies, cohort studies, case series studies, and case series on transmission reporting the number of asymptomatic infections among the tested and confirmed COVID-19 populations that were published in Chinese or English were included. DATA EXTRACTION AND SYNTHESIS This meta-analysis was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. Random-effects models were used to estimate the pooled percentage and its 95% CI. Three researchers performed the data extraction independently. MAIN OUTCOMES AND MEASURES The percentage of asymptomatic infections among the tested and confirmed populations. RESULTS Ninety-five unique eligible studies were included, covering 29 776 306 individuals undergoing testing. The pooled percentage of asymptomatic infections among the tested population was 0.25% (95% CI, 0.23%-0.27%), which was higher in nursing home residents or staff (4.52% [95% CI, 4.15%-4.89%]), air or cruise travelers (2.02% [95% CI, 1.66%-2.38%]), and pregnant women (2.34% [95% CI, 1.89%-2.78%]). The pooled percentage of asymptomatic infections among the confirmed population was 40.50% (95% CI, 33.50%-47.50%), which was higher in pregnant women (54.11% [95% CI, 39.16%-69.05%]), air or cruise travelers (52.91% [95% CI, 36.08%-69.73%]), and nursing home residents or staff (47.53% [95% CI, 36.36%-58.70%]). CONCLUSIONS AND RELEVANCE In this meta-analysis of the percentage of asymptomatic SARS-CoV-2 infections among populations tested for and with confirmed COVID-19, the pooled percentage of asymptomatic infections was 0.25% among the tested population and 40.50% among the confirmed population. The high percentage of asymptomatic infections highlights the potential transmission risk of asymptomatic infections in communities.
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Affiliation(s)
- Qiuyue Ma
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Qiao Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Liangyu Kang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Runqing Liu
- School of Health Humanities, Peking University, Beijing, China
| | - Wenzhan Jing
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Yu Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Min Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
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van den Besselaar JH, Sikkema RS, Koene FMHPA, van Buul LW, Oude Munnink BB, Frénay I, te Witt R, Koopmans MPG, Hertogh CMPM, Buurman BM. Are presymptomatic SARS-CoV-2 infections in nursing home residents unrecognised symptomatic infections? Sequence and metadata from weekly testing in an extensive nursing home outbreak. Age Ageing 2021; 50:1454-1463. [PMID: 33963830 PMCID: PMC8136016 DOI: 10.1093/ageing/afab081] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Sars-CoV-2 outbreaks resulted in a high case fatality rate in nursing homes (NH) worldwide. It is unknown to which extent presymptomatic residents and staff contribute to the spread of the virus. AIMS To assess the contribution of asymptomatic and presymptomatic residents and staff in SARS-CoV-2 transmission during a large outbreak in a Dutch NH. METHODS Observational study in a 185-bed NH with two consecutive testing strategies: testing of symptomatic cases only, followed by weekly facility-wide testing of staff and residents regardless of symptoms. Nasopharyngeal and oropharyngeal testing with RT-PCR for SARs-CoV-2, including sequencing of positive samples, was conducted with a standardised symptom assessment. RESULTS 185 residents and 244 staff participated. Sequencing identified one cluster. In the symptom-based test strategy period, 3/39 residents were presymptomatic versus 38/74 residents in the period of weekly facility-wide testing (P-value < 0.001). In total, 51/59 (91.1%) of SARS-CoV-2 positive staff was symptomatic, with no difference between both testing strategies (P-value 0.763). Loss of smell and taste, sore throat, headache or myalga was hardly reported in residents compared to staff (P-value <0.001). Median Ct-value of presymptomatic residents was 21.3, which did not differ from symptomatic (20.8) or asymptomatic (20.5) residents (P-value 0.624). CONCLUSIONS Symptoms in residents and staff are insufficiently recognised, reported or attributed to a possible SARS-CoV-2 infection. However, residents without (recognised) symptoms showed the same potential for viral shedding as residents with symptoms. Weekly testing was an effective strategy for early identification of SARS-Cov-2 cases, resulting in fast mitigation of the outbreak.
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Affiliation(s)
- Judith H van den Besselaar
- Department of Internal Medicine, Section of Geriatric Medicine, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, 1105 AZ Amsterdam, the Netherlands
| | - Reina S Sikkema
- Department of Viroscience, Erasmus Medical Center, 3015 CN Rotterdam, the Netherlands
| | - Fleur M H P A Koene
- Department of Medical Microbiology, Amsterdam University Medical Center, 1105 AZ Amsterdam, the Netherlands
- Department of Infectious Diseases, Public Health Laboratory, Public Health Service of Amsterdam, 1018WT Amsterdam, The Netherlands
| | - Laura W van Buul
- Department of Medicine for Older People, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, 1081 BT Amsterdam, The Netherlands
| | - Bas B Oude Munnink
- Department of Viroscience, Erasmus Medical Center, 3015 CN Rotterdam, the Netherlands
| | - Ine Frénay
- Regional Laboratory for Medical microbiology (RLM) Dordrecht- Gorinchem, 3318 AT Dordrecht, The Netherlands
| | - René te Witt
- Eurofins|NMDL-LCPL, 2280 CA Rijswijk, The Netherlands
| | - Marion P G Koopmans
- Department of Viroscience, Erasmus Medical Center, 3015 CN Rotterdam, the Netherlands
| | - Cees M P M Hertogh
- Department of Medicine for Older People, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, 1081 BT Amsterdam, The Netherlands
| | - Bianca M Buurman
- Department of Internal Medicine, Section of Geriatric Medicine, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, 1105 AZ Amsterdam, the Netherlands
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Hashan MR, Smoll N, King C, Ockenden-Muldoon H, Walker J, Wattiaux A, Graham J, Booy R, Khandaker G. Epidemiology and clinical features of COVID-19 outbreaks in aged care facilities: A systematic review and meta-analysis. EClinicalMedicine 2021; 33:100771. [PMID: 33681730 PMCID: PMC7917447 DOI: 10.1016/j.eclinm.2021.100771] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/04/2021] [Accepted: 02/05/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND COVID-19 outbreaks in aged care facilities (ACFs) often have devastating consequences. However, epidemiologically these outbreaks are not well defined. We aimed to define such outbreaks in ACFs by systematically reviewing literature published during the current COVID-19 pandemic. METHODS We searched 11 bibliographic databases for literature published on COVID-19 in ACFs between December 2019 and September 2020. Original studies reporting extractable epidemiological data as part of outbreak investigations or non-outbreak surveillance of ACFs were included in this systematic review and meta-analysis. PROSPERO registration: CRD42020211424. FINDINGS We identified 5,148 publications and selected 49 studies from four continents reporting data on 214,380 residents in 8,502 ACFs with 25,567 confirmed cases of COVID-19. Aged care residents form a distinct vulnerable population with single-facility attack rates of 45% [95% CI 32-58%] and case fatality rates of 23% [95% CI 18-28%]. Of the cases, 31% [95% CI 28-34%] were asymptomatic. The rate of hospitalization amongst residents was 37% [95% CI 35-39%]. Data from 21 outbreaks identified a resident as the index case in 58% of outbreaks and a staff member in 42%. Findings from the included studies were heterogeneous and of low to moderate quality in risk of bias assessment. INTERPRETATION The clinical presentation of COVID-19 varies widely in ACFs residents, from asymptomatic to highly serious cases. Preventing the introduction of COVID-19 into ACFs is key, and both residents and staff are a priority group for COVID-19 vaccination. Rapid diagnosis, identification of primary and secondary cases and close contacts plus their isolation and quarantine are of paramount importance. FUNDING Queensland Advancing Clinical Research Fellowship awarded to Prof. Gulam Khandaker by Queensland Health's Health Innovation, Investment and Research Office (HIRO), Office of the Director-General.
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Affiliation(s)
- Mohammad Rashidul Hashan
- Central Queensland University, Rockhampton, Australia
- Central Queensland Public Health Unit, Central Queensland Hospital and Health Service, Rockhampton, Australia
| | - Nicolas Smoll
- Central Queensland Public Health Unit, Central Queensland Hospital and Health Service, Rockhampton, Australia
| | - Catherine King
- National Centre for Immunisation Research and Surveillance (NCIRS), The Children's Hospital at Westmead, Westmead, Australia
- The Children's Hospital at Westmead Clinical School, The faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Hannah Ockenden-Muldoon
- Central Queensland Public Health Unit, Central Queensland Hospital and Health Service, Rockhampton, Australia
| | - Jacina Walker
- Central Queensland Public Health Unit, Central Queensland Hospital and Health Service, Rockhampton, Australia
| | - Andre Wattiaux
- Gold Coast Public Health Unit, Gold Coast Hospital and Health Service, Gold Coast, Australia
| | - Julieanne Graham
- Medical Services Team, Central Queensland Hospital and Health Service, Rockhampton, Australia
| | - Robert Booy
- National Centre for Immunisation Research and Surveillance (NCIRS), The Children's Hospital at Westmead, Westmead, Australia
- The Children's Hospital at Westmead Clinical School, The faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Gulam Khandaker
- Central Queensland University, Rockhampton, Australia
- Central Queensland Public Health Unit, Central Queensland Hospital and Health Service, Rockhampton, Australia
- The Children's Hospital at Westmead Clinical School, The faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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