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Willebrand KS, Pischel L, Malik AA, Jenness SM, Omer SB. A review of COVID-19 transmission dynamics and clinical outcomes on cruise ships worldwide, January to October 2020. Euro Surveill 2022; 27:2002113. [PMID: 34991781 PMCID: PMC8739343 DOI: 10.2807/1560-7917.es.2022.27.1.2002113] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 05/18/2021] [Indexed: 01/04/2023] Open
Abstract
BackgroundCruise ships provide an ideal setting for transmission of SARS-CoV-2, given the socially dense exposure environment.AimTo provide a comprehensive review of COVID-19 outbreaks on cruise ships.MethodsPubMed was searched for COVID-19 cases associated with cruise ships between January and October 2020. A list of cruise ships with COVID-19 was cross-referenced with the United States Centers for Disease Control and Prevention's list of cruise ships associated with a COVID-19 case within 14 days of disembarkation. News articles were also searched for epidemiological information. Narratives of COVID-19 outbreaks on ships with over 100 cases are presented.ResultsSeventy-nine ships and 104 unique voyages were associated with COVID-19 cases before 1 October 2020. Nineteen ships had more than one voyage with a case of COVID-19. The median number of cases per ship was three (interquartile range (IQR): 1-17.8), with two notable outliers: the Diamond Princess and the Ruby Princess, which had 712 and 907 cases, respectively. The median attack rate for COVID-19 was 0.2% (IQR: 0.03-1.5), although this distribution was right-skewed with a mean attack rate of 3.7%; 25.9% (27/104) of voyages had at least one COVID-19-associated death. Outbreaks involving only crew occurred later than outbreaks involving guests and crew.ConclusionsIn the absence of mitigation measures, COVID-19 can spread easily on cruise ships in a susceptible population because of the confined space and high-density contact networks. This environment can create superspreader events and facilitate international spread.
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Affiliation(s)
- Kathryn S Willebrand
- Yale Institute of Global Health, New Haven, Connecticut, United States
- Yale School of Public Health, New Haven, Connecticut, United States
| | - Lauren Pischel
- Yale Institute of Global Health, New Haven, Connecticut, United States
- Yale School of Public Health, New Haven, Connecticut, United States
- Yale School of Medicine, Section of Infectious Diseases, New Haven, Connecticut, United States
| | - Amyn A Malik
- Yale Institute of Global Health, New Haven, Connecticut, United States
- Yale School of Medicine, Section of Infectious Diseases, New Haven, Connecticut, United States
| | - Samuel M Jenness
- Emory University Rollins School of Public Health, Atlanta, Georgia, United States
| | - Saad B Omer
- Yale Institute of Global Health, New Haven, Connecticut, United States
- Yale School of Public Health, New Haven, Connecticut, United States
- Yale School of Medicine, Section of Infectious Diseases, New Haven, Connecticut, United States
- Yale School of Nursing, Orange, Connecticut, United States
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Jenness SM, Willebrand KS, Malik AA, Lopman BA, Omer SB. Dynamic network strategies for SARS-CoV-2 control on a cruise ship. Epidemics 2021; 37:100488. [PMID: 34438256 PMCID: PMC8372454 DOI: 10.1016/j.epidem.2021.100488] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 11/02/2020] [Revised: 05/28/2021] [Accepted: 08/17/2021] [Indexed: 02/05/2023] Open
Abstract
SARS-CoV-2 outbreaks have occurred on several nautical vessels, driven by the high-density contact networks on these ships. Optimal strategies for prevention and control that account for realistic contact networks are needed. We developed a network-based transmission model for SARS-CoV-2 on the Diamond Princess outbreak to characterize transmission dynamics and to estimate the epidemiological impact of outbreak control and prevention measures. This model represented the dynamic multi-layer network structure of passenger-passenger, passenger-crew, and crew-crew contacts, both before and after the large-scale network lockdown imposed on the ship in response to the disease outbreak. Model scenarios evaluated variations in the timing of the network lockdown, reduction in contact intensity within the sub-networks, and diagnosis-based case isolation on outbreak prevention. We found that only extreme restrictions in contact patterns during network lockdown and idealistic clinical response scenarios could avert a major COVID-19 outbreak. Contact network changes associated with adequate outbreak prevention were the restriction of passengers to their cabins, with limited passenger-crew contacts. Clinical response strategies required for outbreak prevention may be infeasible in many cruise settings: early mass screening with an ideal PCR test (100 % sensitivity) and immediate case isolation upon diagnosis. Personal protective equipment (e.g., facemasks) had limited impact in this environment because the majority of transmissions after the ship lockdown occurred between passengers in cabins where masks were not consistently used. Public health restrictions on optional leisure activities like these should be considered until longer-term effective solutions such as a COVID-19 vaccine become widely available.
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Affiliation(s)
- Samuel M Jenness
- Emory University Rollins School of Public Health, Atlanta, GA, 30322, USA.
| | - Kathryn S Willebrand
- Yale Institute of Global Health, New Haven, CT, 06510, USA; Yale School of Public Health, New Haven, CT, 06510, USA
| | - Amyn A Malik
- Yale Institute of Global Health, New Haven, CT, 06510, USA; Yale School of Medicine, New Haven, CT, 06510, USA
| | - Benjamin A Lopman
- Emory University Rollins School of Public Health, Atlanta, GA, 30322, USA
| | - Saad B Omer
- Yale Institute of Global Health, New Haven, CT, 06510, USA; Yale School of Public Health, New Haven, CT, 06510, USA; Yale School of Medicine, New Haven, CT, 06510, USA; Yale School of Nursing, Orange, CT, 06477, USA
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Abstract
SARS-CoV-2 outbreaks have occurred on several nautical vessels, driven by the high-density contact networks on these ships. Optimal strategies for prevention and control that account for realistic contact networks are needed. We developed a network-based transmission model for SARS-CoV-2 on the Diamond Princess outbreak to characterize transmission dynamics and to estimate the epidemiological impact of outbreak control and prevention measures. This model represented the dynamic multi-layer network structure of passenger-passenger, passenger-crew, and crew-crew contacts, both before and after the large-scale network lockdown imposed on the ship in response to the disease outbreak. Model scenarios evaluated variations in the timing of the network lockdown, reduction in contact intensity within the sub-networks, and diagnosis-based case isolation on outbreak prevention. We found that only extreme restrictions in contact patterns during network lockdown and idealistic clinical response scenarios could avert a major COVID-19 outbreak. Contact network changes associated with adequate outbreak prevention were the restriction of passengers to their cabins, with limited passenger-crew contacts. Clinical response strategies required for outbreak prevention included early mass screening with an ideal PCR test (100% sensitivity) and immediate case isolation upon diagnosis. Public health restrictions on optional leisure activities like these should be considered until longer-term effective solutions such as a COVID-19 vaccine become widely available.
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Affiliation(s)
- Samuel M. Jenness
- Emory University Rollins School of Public Health, Atlanta, GA 30322, USA
| | - Kathryn S. Willebrand
- Yale Institute of Global Health, New Haven, CT 06510, USA
- Yale School of Public Health, New Haven, CT 06510, USA
| | - Amyn A. Malik
- Yale Institute of Global Health, New Haven, CT 06510, USA
- Yale School of Medicine, New Haven, CT 06510, USA
| | - Benjamin A. Lopman
- Emory University Rollins School of Public Health, Atlanta, GA 30322, USA
| | - Saad B. Omer
- Yale Institute of Global Health, New Haven, CT 06510, USA
- Yale School of Public Health, New Haven, CT 06510, USA
- Yale School of Medicine, New Haven, CT 06510, USA
- Yale School of Nursing, Orange, CT 06477, USA
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McFadden SM, Malik AA, Aguolu OG, Willebrand KS, Omer SB. Perceptions of the adult US population regarding the novel coronavirus outbreak. PLoS One 2020; 15:e0231808. [PMID: 32302370 PMCID: PMC7164638 DOI: 10.1371/journal.pone.0231808] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 03/29/2020] [Indexed: 11/18/2022] Open
Abstract
The Coronavirus Disease 2019 (COVID-19) outbreak is spreading globally. Although COVID-19 has now been declared a pandemic and risk for infection in the United States (US) is currently high, at the time of survey administration the risk of infection in the US was low. It is important to understand the public perception of risk and trust in sources of information to better inform public health messaging. In this study, we surveyed the adult US population to understand their risk perceptions about the COVID-19 outbreak. We used an online platform to survey 718 adults in the US in early February 2020 using a questionnaire that we developed. Our sample was fairly similar to the general adult US population in terms of age, gender, race, ethnicity and education. We found that 69% of the respondents wanted the scientific/public health leadership (either the CDC Director or NIH Director) to lead the US response to COVID-19 outbreak as compared to 14% who wanted the political leadership (either the president or Congress) to lead the response. Risk perception was low (median score of 5 out of 10) with the respondents trusting health professionals and health officials for information on COVID-19. The majority of respondents were in favor of strict infection prevention policies to control the outbreak. Given our results, the public health/scientific leadership should be at the forefront of the COVID-19 response to promote trust.
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Affiliation(s)
- SarahAnn M. McFadden
- Yale Institute for Global Health, New Haven, Connecticut, United States of America
- Department of Internal Medicine, Infectious Disease, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Amyn A. Malik
- Yale Institute for Global Health, New Haven, Connecticut, United States of America
- Department of Internal Medicine, Infectious Disease, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Obianuju G. Aguolu
- Yale Institute for Global Health, New Haven, Connecticut, United States of America
- Department of Internal Medicine, Infectious Disease, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Kathryn S. Willebrand
- Yale Institute for Global Health, New Haven, Connecticut, United States of America
- Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Saad B. Omer
- Yale Institute for Global Health, New Haven, Connecticut, United States of America
- Department of Internal Medicine, Infectious Disease, Yale School of Medicine, New Haven, Connecticut, United States of America
- Yale School of Public Health, New Haven, Connecticut, United States of America
- Yale School of Nursing, New Haven, Connecticut, United States of America
- * E-mail:
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