The association between early country-level COVID-19 testing capacity and later COVID-19 mortality outcomes

被引:8
作者
Kannoth, Sneha [1 ]
Kandula, Sasikiran [2 ]
Shaman, Jeffrey [2 ]
机构
[1] Columbia Univ, Dept Epidemiol, Mailman Sch Publ Hlth, New York, NY 10027 USA
[2] Columbia Univ, Dept Environm Hlth Sci, Mailman Sch Publ Hlth, New York, NY USA
基金
美国国家科学基金会;
关键词
COVID-19; mortality; positivity rate; testing capacity; UK;
D O I
10.1111/irv.12906
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background The COVID-19 pandemic has overrun hospital systems while exacerbating economic hardship and food insecurity on a global scale. In an effort to understand how early action to find and control the virus is associated with cumulative outcomes, we explored how country-level testing capacity affects later COVID-19 mortality. Methods We used the Our World in Data database to explore testing and mortality records in 27 countries from December 31, 2019, to September 30, 2020; we applied Cox proportional hazards regression to determine the relationship between early COVID-19 testing capacity (cumulative tests per case) and later COVID-19 mortality (time to specified mortality thresholds), adjusting for country-level confounders, including median age, GDP, hospital bed capacity, population density, and nonpharmaceutical interventions. Results Higher early testing implementation, as indicated by more cumulative tests per case when mortality was still low, was associated with a lower risk for higher per capita deaths. A sample finding indicated that a higher cumulative number of tests administered per case at the time of six deaths per million persons was associated with a lower risk of reaching 15 deaths per million persons, after adjustment for all confounders (HR = 0.909; P = 0.0001). Conclusions Countries that developed stronger COVID-19 testing capacity at early timepoints, as measured by tests administered per case identified, experienced a slower increase of deaths per capita. Thus, this study operationalizes the value of testing and provides empirical evidence that stronger testing capacity at early timepoints is associated with reduced mortality and improved pandemic control.
引用
收藏
页码:56 / 62
页数:7
相关论文
共 17 条
[1]  
Berg J., 2021, WORLD EMPLOYMENT SOC
[2]   A country level analysis measuring the impact of government actions, country preparedness and socioeconomic factors on COVID-19 mortality and related health outcomes [J].
Chaudhry, Rabail ;
Dranitsaris, George ;
Mubashir, Talha ;
Bartoszko, Justyna ;
Riazi, Sheila .
ECLINICALMEDICINE, 2020, 25
[3]   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
[4]   Prevalence of Depression Symptoms in US Adults Before and During the COVID-19 Pandemic [J].
Ettman, Catherine K. ;
Abdalla, Salma M. ;
Cohen, Gregory H. ;
Sampson, Laura ;
Vivier, Patrick M. ;
Galea, Sandro .
JAMA NETWORK OPEN, 2020, 3 (09)
[5]   An updated insight into the molecular pathogenesis, secondary complications and potential therapeutics of COVID-19 pandemic [J].
Jamwal, Sumit ;
Gautam, Akash ;
Elsworth, John ;
Kumar, Mandeep ;
Chawla, Rakesh ;
Kumar, Puneet .
LIFE SCIENCES, 2020, 257
[6]   Health security capacities in the context of COVID-19 outbreak: an analysis of International Health Regulations annual report data from 182 countries [J].
Kandel, Nirmal ;
Chungong, Stella ;
Omaar, Abbas ;
Xing, Jun .
LANCET, 2020, 395 (10229) :1047-1053
[7]  
Laborde D., 2020, COVID-19 & Global Food Security
[8]   Association of Country-wide Coronavirus Mortality with Demographics, Testing, Lockdowns, and Public Wearing of Masks [J].
Leffler, Christopher ;
Ing, Edsel ;
Lykins, Joseph ;
Hogan, Matthew ;
McKeown, Craig ;
Grzybowski, Andrzej .
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2020, 103 (06) :2400-2411
[9]   Projecting hospital utilization during the COVID-19 outbreaks in the United States [J].
Moghadas, Seyed M. ;
Shoukat, Affan ;
Fitzpatrick, Meagan C. ;
Wells, Chad R. ;
Sah, Pratha ;
Pandey, Abhishek ;
Sachs, Jeffrey D. ;
Wang, Zheng ;
Meyers, Lauren A. ;
Singer, Burton H. ;
Galvani, Alison P. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (16) :9122-9126
[10]   Association of Public Health Interventions With the Epidemiology of the COVID-19 Outbreak in Wuhan, China [J].
Pan, An ;
Liu, Li ;
Wang, Chaolong ;
Guo, Huan ;
Hao, Xingjie ;
Wang, Qi ;
Huang, Jiao ;
He, Na ;
Yu, Hongjie ;
Lin, Xihong ;
Wei, Sheng ;
Wu, Tangchun .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (19) :1915-1923