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The Outbreak of COVID-19 and Spatial Characteristics: Relationship between COVID-19 and Host, Environment and Nationally Notifiable Infectious Diseases

코로나-19 감염증의 확산과 공간적 특성: 숙주, 환경적 요인, 기존 신규 감염병과의 관계

  • JUNG, Bo-Kyung (Dept. of Urban Planning and Engineering, Pusan National University) ;
  • HONG, Sung-Bin (Dept. of Urban Planning and Engineering, Pusan National University) ;
  • PARK, So-Jung (Dept. of Urban Planning and Engineering, Pusan National University) ;
  • YANG, Seongjun (Dept. of Urban Planning and Engineering, Pusan National University) ;
  • KIM, Donghyun (Dept. of Urban Planning and Engineering, Pusan National University)
  • 정보경 (부산대학교 공과대학 도시공학과) ;
  • 홍성빈 (부산대학교 공과대학 도시공학과) ;
  • 박소정 (부산대학교 공과대학 도시공학과) ;
  • 양성준 (부산대학교 공과대학 도시공학과) ;
  • 김동현 (부산대학교 공과대학 도시공학과)
  • Received : 2022.03.01
  • Accepted : 2022.03.23
  • Published : 2022.06.30

Abstract

The purpose of this study is to examine the spatial characteristics and factors in the occurrence of COVID-19 from January 20 to August 30 of 2020. The exploratory spatial data analysis and spatial econometrics model are used. The spatial unit of analysis is 255 si-gun-gu in Korea. As a result of the analysis, COVID-19 infection did not appear to be a significant factors(host and environment) influencing the emergence of existing new infectious diseases, but there was a relationship between spatially adjacent areas and their occurrence. It also showed a close relationship with the outbreak pattern of group 4 infectious diseases, another type of new infectious disease in Korea. The result of this study shows that COVID-19 is not a new pattern of emerging infectious diseases. It means that the properties of the space where new infectious diseases appear must be continuously managed in order to effectively control new infectious diseases.

본 연구의 목적은 2020년 1월부터 8월까지 발생한 COVID-19 감염증 발생의 공간적 확산의 패턴을 파악하고 영향요인을 추정하고자 하는 것이다. 우리나라 시·군·구별 COVID-19 확진자를 대상으로 탐색적 공간자료분석과 공간회귀모형을 활용하여 분석하였다. 분석의 결과 COVID-19는 기존에 논의되던 감염병 출현의 요인이었던 숙주와 환경요인이 큰 영향을 미치는 것으로 나타나지 않았으며 공간적으로 인접한 지역과의 관계가 높게 나타났다. 특히 신종 감염병인 4군 감염병의 발생 패턴과 밀접한 관련이 있는 것으로 나타났다. 이 연구의 결과는 COVID-19가 새로운 감염병임에도 불구하고 기존에 발생하였던 신종 감염병의 발생과 전혀 다른 패턴이 아니라는 점을 보여준다. 이는 신종 감염병을 효과적으로 통제하기 위해서 과거 새로운 감염병이 출현하였던 공간의 특성을 지속적으로 관리해야 함을 의미한다.

Keywords

Acknowledgement

이 논문은 2020년 한국창의재단(학부생 연구프로그램)과 국토교통부의 스마트시티 혁신인재육성사업으로 지원되었습니다.

References

  1. Ahrens, W., K. Krickeberg and I. Pigeot. 2005. An introduction to epidemiology. In Wolfgang Ahrens and Iris Pigeot (Eds.). Handbook of epidemiology (pp. 3-40). Heidelberg: Springer.
  2. Alirol, E., L. Getaz, B. Stoll, F. Chappuis and L. Loutan. 2011. Urbanisation and infectious diseases in a globalised world. The Lancet Infectious Diseases 11(2): 131-141. https://doi.org/10.1016/S1473-3099(10)70223-1
  3. Anselin, L. 1995. Local Indicators of Spatial Association-LISA. Geographical Analysis 27(2):93-115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
  4. Bhopal, R. 2002. Concepts of Epidemiology: An integrated introduction to the ideas, theories, principles and methods of epidemiology. New York: Oxford University Press.
  5. Brody, H., M. R. Rip, P. Vinten-Johansen, N. Paneth and S. Rachman. 2000. Mapmaking and myth-making in Broad Street: The London cholera epidemic, 1854. The Lancet 356(9223):64-68. https://doi.org/10.1016/S0140-6736(00)02442-9
  6. Choi, M., U. Kim. and J. Bang. 2003. Spatial dependence of apartment sale prices in Seoul: An application of spatial econometric Model. Korean Regional Science Association 19(3):61-80.
  7. Finucane, M., J. Fox, S. Sumeet and J. H. Spencer. 2014. A conceptual framework for analyzing social-ecological models of emerging infectious diseases. In Michael Manfredo, Jerry Vaske, Andreas Rechkemmer, & Esther Duke (Eds.). Understanding society and natural resources: Forging new strands of integration across the social sciences (pp. 93-109). Dordrecht: Springer.
  8. Galea, S., N. Freudenberg and D. Vlahov. 2005. Cities and population health. Social Science and Medicine 60(5):1017-1033. https://doi.org/10.1016/j.socscimed.2004.06.036
  9. Giles-Corti, B., A. Vernez-Moudon, R. Reis, G. Turrell, A. Dannenberg, H. Badland,...and N. Owen. 2016. City planning and population health: A global challenge. The Lancet 388(10062):2912-2924. https://doi.org/10.1016/S0140-6736(16)30066-6
  10. Hidore, J., J. Oliver, M. Snow and R. Snow. 2009. Climatology: An atmospheric science. New York: Prentice Hall
  11. Institute of Medicine of the National Academies. 2003. Microbial threats to health: Emergence, detection, and response. Washington, D.C.: National Academy of Sciences.
  12. Jones, B., M. Betson and D. Pfeiffer. 2017. Eco-social process influencing infectious disease emergence and spread. Parasitology 144:26-36. https://doi.org/10.1017/S0031182016001414
  13. Jones, K., N. Patel, M. Levy, A. Storeygard, D. Balk, J. Gittleman and P. Daszak. 2008. Global trends in emerging infectious diseases. Nature 451:990-993. https://doi.org/10.1038/nature06536
  14. Keil, R. and H. Ali. 2007. Governing the sick city: Urban governance in the age of emerging infectious disease. Antipode 39(5):846-873. https://doi.org/10.1111/j.1467-8330.2007.00555.x
  15. Kim, D. 2021. Exploratory study on the spatial relationship between emerging infectious diseases and urban characteristics: Cases from Korea. Sustainable Cities and Society 66:102672. https://doi.org/10.1016/j.scs.2020.102672
  16. Lashley, F. 2004. Emerging infectious diseases: Vulnerabilities, contributing factors and approaches. Expert Review Anti-infective Therapy 2(2): 299-316. https://doi.org/10.1586/14787210.2.2.299
  17. Moore, M., P. Gould and B. Keary. 2003. Global urbanization and impact on health. International Journal of Hygiene and Environmental Health 206(4-5):269-278. https://doi.org/10.1078/1438-4639-00223
  18. Negev, M., S. Paz, C. Alexandra, P-O. Noemie Groag, S. Uri, Y. Tamar and G. Manfred S. 2015. Impacts of climate change on vector borne diseases in the Mediterranean Basin: Implications for preparedness and adaptation policy. International Journal of Environmental Research and Public Health 12(6):6745-6770. https://doi.org/10.3390/ijerph120606745
  19. Neiderud, C-J. 2015. How urbanization affects the epidemiology of emerging infectious diseases. Infection Ecology and Epidemiology 5:27060. https://doi.org/10.3402/iee.v5.27060
  20. Northridge, M. E. and E. Sclar. 2003. A joint urban planning and public health framework: Contributions to health impact assessment. American Journal of Public Health 93(1): 118-121. https://doi.org/10.2105/AJPH.93.1.118
  21. Patz, J., P. Daszk, G. Tabor, A. A. Aguirre, M. Pearl,... and V. Zakarav. 2004. Unhealthy landscapes: Policy recommendations on land use change and infectious disease emergence. Environmental Health Perspective 112(10): 1092-1098. https://doi.org/10.1289/ehp.6877
  22. Rodas, J. R., C. H. Lau, Z. Z. Zhang, S. M. Griffiths, W. C. Luk and J. H. Kim. 2012. Exploring predictors influencing intended and actual acceptability of the A/H1N1 pandemic vaccine: A cohort study of university students in Hong Kong. Public Health 126(12):1007-1012. https://doi.org/10.1016/j.puhe.2012.09.011
  23. Semenza, J., B. Sudre, T. Oni, J. Suk and J. Giesecke. 2013. Linking environmental drivers to infectious diseases: The European environment and epidemiology network. PLOS Neglected Tropical Diseases 7(7):e2323. https://doi.org/10.1371/journal.pntd.0002323
  24. Tong, M. X., A. Hansen, S. Hanson-Easey, S. Cameron, J. Xiang, Q. Liu, ... and P. Bi. 2015. Infectious diseases, urbanization and climate change: Challenges in future China. International Journal of Environmental Research and Public Health 12(9):11025-11036. https://doi.org/10.3390/ijerph120911025
  25. WHO 2004. Globalization and infectious diseases: A review of the linkage. Geneva: World Health Organization.
  26. WHO 2005. Combating emerging infectious diseases in the South-East Asia region. Geneva: World Health Organization.
  27. WHO 2014. A brief guide to emerging infectious diseases and zoonoses. Geneva: World Health Organization.
  28. Wilcox, B. and R. Colwell. 2005. Emerging and re-emerging infectious diseases: Biocomplexity as an interdisciplinary paradigm. EcoHealth 2(4):244. https://doi.org/10.1007/s10393-005-8961-3
  29. Wilcox, B. and B. Ellis. 2006. Forests and emerging infectious diseases of humans. Unasylva 57:11-18.
  30. Wilcox, B. and D. Gubler. 2005. Disease ecology and the global emergence of zoonotic pathogens. Environmental Health and Preventive Medicine 10(5):263-272. https://doi.org/10.1007/BF02897701