Working Paper

Structural Econometric Estimation of the Basic Reproduction Number for Covid-19 across U.S. States and Selected Countries

Ida Johnsson, M. Hashem Pesaran, Cynthia Fan Yang
CESifo, Munich, 2023

CESifo Working Paper No. 10659

This paper proposes a structural econometric approach to estimating the basic reproduction number (R0) of Covid-19. This approach identifies R0 in a panel regression model by filtering out the effects of mitigating factors on disease diffusion and is easy to implement. We apply the method to data from 48 contiguous U.S. states and a diverse set of countries. Our results reveal a notable concentration of R0 estimates with an average value of 4.5. Through a counterfactual analysis, we highlight a significant underestimation of the R0 when mitigating factors are not appropriately accounted for.

CESifo Category
Resources and Environment
Empirical and Theoretical Methods
Keywords: basic reproduction number, Covid-19, panel threshold regression model
JEL Classification: C130, C330, I120, I180, J180