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  4. Identification of Covid-19 Waves: Considerations for Research and Policy
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Identification of Covid-19 Waves: Considerations for Research and Policy

Journal
International Journal of Environmental Research and Public Health
ISSN
1661-7827
Date Issued
2021
Author(s)
Vargas-Rona, C  
Elorrieta-Lopez, F  
Maddaleno-Herrera, M  
Villalobos-Dintrans, P  
Castillo-Corral, C  
Ayala, A  
DOI
https://doi.org/10.3390/ijerph182111058
Abstract
The identification of COVID-19 waves is a matter of the utmost importance, both for research and decision making. This study uses COVID-19 information from the 52 municipalities of the Metropolitan Region, Chile, and presents a quantitative method—based on weekly accumulated incidence rates—to define COVID-19 waves. We explore three different criteria to define the duration of a wave, and performed a sensitivity analysis using multivariate linear models to show their commonalities and differences. The results show that, compared to a benchmark definition (a 100-day wave), the estimations using longer periods of study are worse in terms of the model’s overall fit (adjusted R2 ). The article shows that defining a COVID-19 wave is not necessarily simple, and has consequences when performing data analysis. The results highlight the need to adopt well-defined and well-justified definitions for COVID-19 waves, since these methodological choices can have an impact in research and policy making. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
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