Country experience and simulations show that testing, tracing and isolation can reduce transmission,1,2 since substantial asymptomatic transmission occurs in COVID-19. The World Health Organization (WHO) has urged countries to “test, test and test,”3 and has suggested a rate of 10 negative to 1 positive test result as an indicator of adequacy.4
Despite this, decision-makers disagree on what constitutes adequate testing.5,6 The legacy of pandemic influenza planning, which focused on reducing morbidity and mortality and never envisaged testing for controlling spread, may contribute to this disagreement, and most research focuses on other NPIs.7–10 In a PubMed search, we found only 30 quantitative analyses of the impact of testing: almost all involved modeling and simulation, and none quantified real-world impacts.11 Research problems include: difficulties of isolating impacts when multiple NPIs are simultaneously implemented; increases in per capita testing rates with cases which makes them a poor indicator of testing strategy; lack of a global testing database; failure to control for confounding factors; and unrepresentative geographical samples.12
Our study addressed these research problems by compiling data on numerous factors to quantify the association of PCR testing with COVID-19 spread during the initial pandemic wave—when some countries, such as China and New Zealand, achieved near-elimination—using a study design that robustly managed data gaps to maximize sample size and covariates. ...
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