Pandemics, Income Inequality, and Refugees: The Case of COVID-19

被引:0
|
作者
Buyukakin, Figen [1 ]
Ozyilmaz, Ayfer [2 ]
Isik, Esme [3 ,7 ]
Bayraktar, Yuksel [4 ]
Olgun, Mehmet Firat [5 ]
Toprak, Metin [6 ]
机构
[1] Kocaeli Univ, Dept Econ, Kocaeli, Turkiye
[2] Kirikkale Univ, Dept Publ Fınance, Kirikkale, Turkiye
[3] Malatya Turgut Ozal Univ, Dept Optician, Malatya, Turkiye
[4] Ankara Univ, Ankara Unıversıty, Ankara, Turkiye
[5] Univ Kastamonu, Dept Technol Transfer, Kastamonu, Turkiye
[6] Halic Univ, Halıc Unıversıty, Istanbul, Turkiye
[7] Malatya Turgut Ozal Univ, Dept Optician, Battalgazi, Turkiye
关键词
COVID-19; income inequality; refugees; machine learning; negative binomial regression; COMPOUND CLASSIFICATION; RANDOM FORESTS; REGRESSION; TOOL;
D O I
10.1080/19371918.2024.2318372
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Refugees are more vulnerable to COVID-19 due to factors such as low standard of living, accommodation in crowded households, difficulty in receiving health care due to high treatment costs in some countries, and inability to access public health and social services. The increasing income inequalities, anxiety about providing minimum living conditions, and fear of being unemployed compel refugees to continue their jobs, and this affects the number of cases and case-related deaths. The aim of the study is to analyze the impact of refugees and income inequality on COVID-19 cases and deaths in 95 countries for the year 2021 using Poisson regression, Negative Binomial Regression, and Machine Learning methods. According to the estimation results, refugees and income inequalities increase both COVID-19 cases and deaths. On the other hand, the impact of income inequality on COVID-19 cases and deaths is stronger than on refugees.
引用
收藏
页码:78 / 92
页数:15
相关论文
共 50 条
  • [1] Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19
    Isik, Esme
    Ozyilmaz, Ayfer
    Toprak, Metin
    Bayraktar, Yuksel
    Buyukakin, Figen
    Olgun, Mehmet
    [J]. ISTANBUL BUSINESS RESEARCH, 2022, 51 (02): : 583 - 605
  • [2] Income inequality and COVID-19 in the USA
    Amate-Fortes, Ignacio
    Guarnido-Rueda, Almudena
    Martinez-Navarro, Diego
    Oliver-Marquez, Francisco J.
    [J]. CRITICAL PUBLIC HEALTH, 2023, 33 (05) : 814 - 827
  • [3] COVID-19 and income inequality in OECD countries
    Wildman, John
    [J]. EUROPEAN JOURNAL OF HEALTH ECONOMICS, 2021, 22 (03): : 455 - 462
  • [4] COVID-19 and income inequality in OECD countries
    John Wildman
    [J]. The European Journal of Health Economics, 2021, 22 : 455 - 462
  • [5] COVID-19 and Regional Income Inequality in China
    Shen, Jianfu
    Shum, Wai Yan
    Cheong, Tsun Se
    Wang, Lafang
    [J]. FRONTIERS IN PUBLIC HEALTH, 2021, 9
  • [6] Epidemics and pandemics in maps - the case of COVID-19
    Mocnik, Franz-Benjamin
    Raposo, Paulo
    Feringa, Wim
    Kraak, Menno-Jan
    Kobben, Barend
    [J]. JOURNAL OF MAPS, 2020, 16 (01): : 144 - 152
  • [7] Pandemics: COVID-19
    Kuri-Morales, Pablo
    [J]. CIRUGIA Y CIRUJANOS, 2020, 88 (03): : 249 - 251
  • [8] Intersecting Pandemics of Epidemiology, Inequality, Genetics, and Immunology: COVID-19 and AIDS
    Laurence, Jeffrey
    [J]. AIDS PATIENT CARE AND STDS, 2022, 36 (05) : 169 - 171
  • [9] Social stability challenged by Covid-19: Pandemics, inequality and policy responses
    Perugini, Cristiano
    Vladisavljevic, Marko
    [J]. JOURNAL OF POLICY MODELING, 2021, 43 (01) : 146 - 160
  • [10] Renormalization Group Approach to Pandemics: The COVID-19 Case
    Della Morte, Michele
    Orlando, Domenico
    Sannino, Francesco
    [J]. FRONTIERS IN PHYSICS, 2020, 8