The association of intensity and duration of non-pharmacological interventions and implementation of vaccination with COVID-19 infection, death, and excess mortality: Natural experiment in 22 European countries

被引:13
作者
Zhou, Feng [1 ]
Hu, Tao-Jun [1 ]
Zhang, Xiao-Yu [3 ]
Lai, Keng [4 ]
Chen, Jun -Hu [5 ]
Zhou, Xiao-Hua [1 ,2 ,6 ]
机构
[1] Peking Univ, Sch Publ Hlth, Dept Biostat, Beijing, Peoples R China
[2] Peking Univ, Beijing Int Ctr Math Res, Beijing, Peoples R China
[3] Macau Univ Sci & Technol, Sch Med, Macau, Peoples R China
[4] Guangzhou Chest Hosp, Guangzhou, Guangdong, Peoples R China
[5] Guangdong Prov Inst Biol Prod & Mat Med, Guangzhou, Guangdong, Peoples R China
[6] Peking Univ, Sch Publ Hlth, Dept Biostat, 38 Xueyuan Rd, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
COVID-19; Non-pharmacological interventions; Vaccine; Dynamic intervention; Time series analysis; Excess mortality; NONPHARMACEUTICAL INTERVENTIONS; IMPACT;
D O I
10.1016/j.jiph.2022.03.011
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Critical questions remain regarding the need for intensity to continue NPIs as the public was vaccinated. We evaluated the association of intensity and duration of non-pharmaceutical interventions (NPIs) and vaccines with COVID-19 infection, death, and excess mortality in Europe. Methods: Data comes from Our Word in Data. We included 22 European countries from January 20, 2020, to May 30, 2021. The time-varying constrained distribution lag model was used in each country to estimate the impact of different intensities and duration of NPIs on COVID-19 control, considering vaccination coverage. Country-specific effects were pooled through meta-analysis. Results: This study found that high-intensity and long-duration of NPIs showed a positive main effect on reducing infection in the absence of vaccines, especially in the intensity above the 80th percentile and lasted for 7 days (RR = 0.93, 95% CI: 0.89-0.98). However, the adverse effect on excess mortality also in-creased with the duration and intensity. Specifically, it was associated with an increase of 44.16% (RR = 1.44, 95% CI: 1.27-1.64) in the excess mortality under the strict intervention (the intensity above the 80th per-centile and lasted for 21 days). As the vaccine rollouts, the inhibition of the strict intervention on cases growth rate was increased (RR dropped from 0.95 to 0.87). Simultaneously, vaccination also alleviated the negative impact of the strict intervention on excess mortality (RR decreased from 1.44 to 1.25). Besides, maintaining the strict intervention appeared to more reduce the cases, as well as avoids more overall burden of death compared with weak intervention. Conclusions: Our study highlights the importance of continued high-intensity NPIs in low vaccine coverage. Lifting of NPIs in insufficient vaccination coverage may cause increased infections and death burden. Policymakers should coordinate the intensity and duration of NPIs and allocate medical resources rea-sonably with widespread vaccination. (c) 2022 The Author(s). Published by Elsevier Ltd on behalf of King Saud Bin Abdulaziz University for Health Sciences.
引用
收藏
页码:499 / 507
页数:9
相关论文
共 41 条
[1]   Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19 [J].
Aleta, Alberto ;
Martin-Corral, David ;
Pastore y Piontti, Ana ;
Ajelli, Marco ;
Litvinova, Maria ;
Chinazzi, Matteo ;
Dean, Natalie E. ;
Halloran, M. Elizabeth ;
Longini, Ira M., Jr. ;
Merler, Stefano ;
Pentland, Alex ;
Vespignani, Alessandro ;
Moro, Esteban ;
Moreno, Yamir .
NATURE HUMAN BEHAVIOUR, 2020, 4 (09) :964-+
[2]   Association between mobility patterns and COVID-19 transmission in the USA: a mathematical modelling study [J].
Badr, Hamada S. ;
Du, Hongru ;
Marshall, Maximilian ;
Dong, Ensheng ;
Squire, Marietta M. ;
Gardner, Lauren M. .
LANCET INFECTIOUS DISEASES, 2020, 20 (11) :1247-1254
[3]   Estimating excess 1-year mortality associated with the COVID-19 pandemic according to underlying conditions and age: a population-based cohort study [J].
Banerjee, Amitava ;
Pasea, Laura ;
Harris, Steve ;
Gonzalez-Izquierdo, Arturo ;
Torralbo, Ana ;
Shallcross, Laura ;
Noursadeghi, Mahdad ;
Pillay, Deenan ;
Sebire, Neil ;
Holmes, Chris ;
Pagel, Christina ;
Wong, Wai Keong ;
Langenberg, Claudia ;
Williams, Bryan ;
Denaxas, Spiros ;
Hemingway, Harry .
LANCET, 2020, 395 (10238) :1715-1725
[4]   Effectiveness of the Pfizer-BioNTech and Oxford-AstraZeneca vaccines on covid-19 related symptoms, hospital admissions, and mortality in older adults in England: test negative case-control study [J].
Bernal, Jamie Lopez ;
Andrews, Nick ;
Gower, Charlotte ;
Robertson, Chris ;
Stowe, Julia ;
Tessier, Elise ;
Simmons, Ruth ;
Cottrell, Simon ;
Roberts, Richard ;
O'Doherty, Mark ;
Brown, Kevin ;
Cameron, Claire ;
Stockton, Diane ;
McMenamin, Jim ;
Ramsay, Mary .
BMJ-BRITISH MEDICAL JOURNAL, 2021, 373
[5]   Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021 [J].
Borchering, Rebecca K. ;
Viboud, Cecile ;
Howerton, Emily ;
Smith, Claire P. ;
Truelove, Shaun ;
Runge, Michael C. ;
Reich, Nicholas G. ;
Contamin, Lucie ;
Levander, John ;
Salerno, Jessica ;
van Panhuis, Wilbert ;
Kinsey, Matt ;
Tallaksen, Kate ;
Obrecht, R. Freddy ;
Asher, Laura ;
Costello, Cash ;
Kelbaugh, Michael ;
Wilson, Shelby ;
Shin, Lauren ;
Gallagher, Molly E. ;
Mullany, Luke C. ;
Rainwater-Lovett, Kaitlin ;
Lemaitre, Joseph C. ;
Dent, Juan ;
Grantz, Kyra H. ;
Kaminsky, Joshua ;
Lauer, Stephen A. ;
Lee, Elizabeth C. ;
Meredith, Hannah R. ;
Perez-Saez, Javier ;
Keegan, Lindsay T. ;
Karlen, Dean ;
Chinazzi, Matteo ;
Davis, Jessica T. ;
Mu, Kunpeng ;
Xiong, Xinyue ;
Pastore y Piontti, Ana ;
Vespignani, Alessandro ;
Srivastava, Ajitesh ;
Porebski, Przemyslaw ;
Venkatramanan, Srinivasan ;
Adiga, Aniruddha ;
Lewis, Bryan ;
Klahn, Brian ;
Outten, Joseph ;
Schlitt, James ;
Corbett, Patrick ;
Telionis, Pyrros Alexander ;
Wang, Lijing ;
Peddireddy, Akhil Sai .
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT, 2021, 70 (19) :719-724
[6]   Travel-related control measures to contain the COVID-19 pandemic: a rapid review [J].
Burns, Jacob ;
Movsisyan, Ani ;
Stratil, Jan M. ;
Coenen, Michaela ;
Emmert-Fees, Karl M. F. ;
Geffert, Karin ;
Hoffmann, Sabine ;
Horstick, Olaf ;
Laxy, Michael ;
Pfadenhauer, Lisa M. ;
von Philipsbornl, Peter ;
Sell, Kerstin ;
Voss, Stephan ;
Rehfuess, Eva .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2020, (09)
[7]   State-level needs for social distancing and contact tracing to contain COVID-19 in the United States [J].
Chiu, Weihsueh A. ;
Fischer, Rebecca ;
Ndeffo-Mbah, Martial L. .
NATURE HUMAN BEHAVIOUR, 2020, 4 (10) :1080-+
[8]   Dynamic interventions to control COVID-19 pandemic: a multivariate prediction modelling study comparing 16 worldwide countries [J].
Chowdhury, Rajiv ;
Heng, Kevin ;
Shawon, Md Shajedur Rahman ;
Goh, Gabriel ;
Okonofua, Daisy ;
Ochoa-Rosales, Carolina ;
Gonzalez-Jaramillo, Valentina ;
Bhuiya, Abbas ;
Reidpath, Daniel ;
Prathapan, Shamini ;
Shahzad, Sara ;
Althaus, Christian L. ;
Gonzalez-Jaramillo, Nathalia ;
Franco, Oscar H. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2020, 35 (05) :389-399
[9]   Physical distancing, face masks, and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19: a systematic review and meta-analysis [J].
Chu, Derek K. ;
Akl, Elie A. ;
Duda, Stephanie ;
Solo, Karla ;
Yaacoub, Sally ;
Schunemann, Holger J. .
LANCET, 2020, 395 (10242) :1973-1987
[10]   Effects of non-pharmaceutical interventions on COVID-19 cases, deaths, and demand for hospital services in the UK: a modelling study [J].
Davies, Nicholas G. ;
Kucharski, Adam J. ;
Eggo, Rosalind M. ;
Gimma, Amy ;
Edmunds, W. John .
LANCET PUBLIC HEALTH, 2020, 5 (07) :E375-E385