Spatial scales, patterns, and positivity trends of SARS-CoV-2 pandemics in mass rapid antigen testing in Slovakia

被引:4
作者
Bodova, Katarina [1 ]
Kollar, Richard [1 ]
机构
[1] Comenius Univ, Fac Math Phys & Informat, Bratislava, Slovakia
关键词
COVID-19;
D O I
10.1371/journal.pone.0256669
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We study geographical epidemic scales and patterns and positivity trends of SARS-CoV-2 pandemics in mass antigen testing in Slovakia in 2020. The observed test positivity was exponentially distributed with a long scale exponential spatial trend, and its characteristic correlation length was approximately 10 km. Spatial scales also play an important role in test positivity reduction between two consecutive testing rounds. While test positivity decreased in all counties, it increased in individual municipalities with low test positivity in the earlier testing round in a way statistically different from a mean-reversion process. Also, non-residents testing influences the mass testing results as test positivity of non-residents was higher than of residents when testing was offered only in municipalities with the highest positivity in previous rounds. Our results provide direct guidance for pandemic geographical data surveillance and epidemic response management.
引用
收藏
页数:13
相关论文
共 35 条
[1]  
[Anonymous], 2020, SD BIOSENSOR COVID 1
[2]  
[Anonymous], 2020, Media Release
[3]   Covid-19: Tests on students are highly inaccurate, early findings show [J].
Armstrong, Stephen .
BMJ-BRITISH MEDICAL JOURNAL, 2020, 371 :m4941
[4]   Power-law distribution in the number of confirmed COVID-19 cases<?A3B2 show [editpick]?> [J].
Blasius, Bernd .
CHAOS, 2020, 30 (09)
[5]   Emerging algebraic growth trends in SARS-CoV-2 pandemic data [J].
Bod'ova, Katarina ;
Kollar, Richard .
PHYSICAL BIOLOGY, 2020, 17 (06)
[6]   Piecewise quadratic growth during the 2019 novel coronavirus epidemic [J].
Brandenburg, Axel .
INFECTIOUS DISEASE MODELLING, 2020, 5 :681-690
[7]  
Centers for Diseases Control and Prevention, 2020, INT GUID ANT TEST SA
[8]   Comparison of seven commercial SARS-CoV-2 rapid point-of-care antigen tests: a single-centre laboratory evaluation study [J].
Corman, Victor M. ;
Haage, Verena Claudia ;
Bleicker, Tobias ;
Schmidt, Marie Luisa ;
Muehlemann, Barbara ;
Zuchowski, Marta ;
Jo, Wendy K. ;
Tscheak, Patricia ;
Moencke-Buchner, Elisabeth ;
Mueller, Marcel A. ;
Krumbholz, Andi ;
Drexler, Jan Felix ;
Drosten, Christian .
LANCET MICROBE, 2021, 2 (07) :E311-E319
[9]  
Department of Defense of the Slovak Republic, 2020, COMPL RES ANT TESTS
[10]  
European Centre for Disease Prevention and Control, 2020, Options for the Use of Rapid Antigen Tests for COVID-19 in the EU/EEA and the UK