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

被引:98
|
作者
Guliyev, Hasraddin [1 ]
机构
[1] Azerbaijan State Econ Univ, Dept Econ & Business Adm, Sci Res Inst Econ Studies, Baku, Azerbaijan
关键词
COVID-19; Spatial effects; Spatial panel data models;
D O I
10.1016/j.spasta.2020.100443
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
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. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Freedom of Information and Personal Confidentiality in Spatial COVID-19 Data
    Beenstock, Michael
    Felsenstein, Daniel
    JOURNAL OF OFFICIAL STATISTICS, 2021, 37 (04) : 791 - 809
  • [22] Spatial Opinion Mining from COVID-19 Twitter Data
    Syed, M. A.
    Decoupes, R.
    Arsevska, E.
    Roche, M.
    Teisseire, M.
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2022, 116 : S27 - S27
  • [23] Prediction Using Panel Data Regression with Spatial Random Effects
    Fingleton, Bernard
    INTERNATIONAL REGIONAL SCIENCE REVIEW, 2009, 32 (02) : 195 - 220
  • [24] Application of a Kinetic Model for Studying the Spatial Spread of COVID-19
    V. V. Aristov
    A. V. Stroganov
    A. D. Yastrebov
    Doklady Physics, 2021, 66 : 129 - 133
  • [25] Application of a Kinetic Model for Studying the Spatial Spread of COVID-19
    Aristov, V. V.
    Stroganov, A. V.
    Yastrebov, A. D.
    DOKLADY PHYSICS, 2021, 66 (05) : 129 - 133
  • [26] Determining the Impacts of COVID-19 on Urban Deliveries in the Metropolitan Region of Belo Horizonte Using Spatial Analysis
    de Oliveira, Leise Kelli
    Kopperschmidt de Oliveira, Isabela
    Bertoncini, Bruno Vieira
    Sousa, Livia Sampaio
    dos Santos Junior, Jorge Luiz
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (04) : 408 - 431
  • [27] The spatial diffusion of covid-19 in Texas
    Jones, Richard C.
    SOCIAL SCIENCE JOURNAL, 2021,
  • [28] COVID-19 and Spatial Analysis in Mexico
    Charles-Leija, Humberto
    REVISTA DE ESTUDIOS REGIONALES, 2024, (129)
  • [29] Spatial Autocorrelation of COVID-19 in Slovakia
    Vilinova, Katarina
    Petrikovicova, Lucia
    TROPICAL MEDICINE AND INFECTIOUS DISEASE, 2023, 8 (06)
  • [30] Spatial Variability in COVID-19 Mortality
    Bossak, Brian H.
    Turk, Catrina A.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (11)