English

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

Econometrics 2023-09-19 v1

Abstract

This paper proposes a structural econometric approach to estimating the basic reproduction number (R0\mathcal{R}_{0}) of Covid-19. This approach identifies R0\mathcal{R}_{0} 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\mathcal{R}_{0} estimates with an average value of 4.5. Through a counterfactual analysis, we highlight a significant underestimation of the R0\mathcal{R}_{0} when mitigating factors are not appropriately accounted for.

Keywords

Cite

@article{arxiv.2309.08619,
  title  = {Structural Econometric Estimation of the Basic Reproduction Number for Covid-19 Across U.S. States and Selected Countries},
  author = {Ida Johnsson and M. Hashem Pesaran and Cynthia Fan Yang},
  journal= {arXiv preprint arXiv:2309.08619},
  year   = {2023}
}