Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2020 Aug:38:100443.
doi: 10.1016/j.spasta.2020.100443. Epub 2020 Apr 7.

Determining the spatial effects of COVID-19 using the spatial panel data model

Hasraddin Guliyev  1
Affiliations

Determining the spatial effects of COVID-19 using the spatial panel data model

Hasraddin Guliyev. Spat Stat. 2020 Aug.

Abstract

This study investigates the propagation power and effects of the coronavirus disease 2019 (COVID-19) in light of published data. We examine the factors affecting COVID-19 together with the spatial effects, and use spatial panel data models to determine the relationship among the variables including their spatial effects. Using spatial panel models, we analyse the relationship between confirmed cases of COVID-19, deaths thereof, and recovered cases due to treatment. We accordingly determine and include the spatial effects in this examination after establishing the appropriate model for COVID-19. The most efficient and consistent model is interpreted with direct and indirect spatial effects.

Keywords: COVID-19; Spatial effects; Spatial panel data models.

PubMed Disclaimer

Figures

Fig. 1
Fig. 1
Relationships among spatial panel models .
Fig. 2
Fig. 2
Spread of COVID-19 in Mainland China on 10 March 2020.
See this image and copyright information in PMC

References

    1. Baum C.F., Christopher F. 2006. An introduction to modern econometrics using stata. stata press.
    1. Coronavirus: EU mobilises €10 million for research, 2020 January 31. Retrieved from https://ec.europa.eu/info/news/coronavirus-eu-mobilises-eur10-million-fo....
    1. Coronavirus: UK donates £20 m to speed up vaccine, 2020 February 3. Retrieved from https://www.bbc.com/news/health-51352952.
    1. Croissant Y., Millo G. Wiley Online Library; 2019. Panel Data Econometrics with R.
    1. Elhorst, J.P., 2010. Applied spatial econometrics: raising the bar. 5(1), 9–28.

LinkOut - more resources