Analysis of Spatial Pattern Changes and Its Human and Environmental Factors of the Malaria Risks in Korea (한국 말라리아 발생의 공간 분포 변화 및 인문·환경 요인 분석)

Sehyeong Kim (김세형); Kim, Youngho (김영호)

Analysis of Spatial Pattern Changes and Its Human and Environmental Factors of the Malaria Risks in Korea

Journal of the Korean Cartographic Association
Abbr : JKCA
2017, 17(1), pp.71-85
Publisher : The Korean Cartographic Association
Research Area : Social Science > Geography > Geography in general > Cartography
Published : April 30, 2017

Sehyeong Kim ¹, Kim, Youngho ¹

¹고려대학교

Accredited

ABSTRACT

Since the reemergence in 1993, spatial patterns of Malaria outbreaks of South Korea have been drastically changed while its number has been fluctuating. It is well known that complicated interactions among human, nature, and socio-economic factors influence malaria risks. This study aims to investigate the spatial patterns of malaria in order to understand and control risks from malaria. Exploratory spatial data analysis methods, including Getis-Ord Gi* and mean center, are applied to analyze the changes in spatial distribution of malaria occurrences from 2001 to 2014. Generalized Poisson regression model is applied to ecologically estimate and compare the natural and socio-economic factors related to malaria occurrences in 2001 and 2014. The distance from Military Demarcation Line explained the spatial autocorrelation of the malaria occurrences. The result shows that number of cattle, standard announced land value, sex ratio, apartment ratio, distance from MDL, climate factors, and rice paddy ratio were significant in 2001 and 2014.

KEYWORDS

Malaria, Spatio-temporal patterns, Generalized Poisson regression, Human and natural factors

Citation status

* References for papers published after 2023 are currently being built.

[report] 국무조정실 / 2015 / 2014년 이상기후 보고서 / 기상청

[journal] 김소연 / 2013 / A Study on the House Price Determinants Model Considering Spatial Attributes of Residential Environment: The Case of Apartment in Seoul / 한국지도학회지 / 한국지도학회 13(3) : 41~56

[journal] 김승원 / 2014 / Spatial Analysis Modeling on Scrub Typhus Disease Occurrence in Korea / 한국지도학회지 / 한국지도학회 14(3) : 41~54

[confproc] 박미라 / 1999 / GIS를 활용한 국내 말라리아 발생에 관한 연구 / 대한지리학회 학술대회논문집 : 23~28

[journal] 박선엽 / 2014 / Influences of Human Residence and Environmental Factors on Malaria Incidence in Korea / 한국지역지리학회지 / 한국지역지리학회 20(3) : 334~343

[journal] 박재원 / 2009 / Evaluation of the Current Status of Malaria Elimination Project in the Republic of Korea and Suggestion for Improvement of Its Efficacy / Infection and Chemotherapy / 대한감염학회 41(1) : 42~53

[book] 보건복지부 / 2016 / 2015 말라리아 관리 지침 / 휴먼컬처아리랑

[journal] 신호성 / 2011 / Malaria Prevalence Rate and Weather Factors in Korea / 보건사회연구 / 한국보건사회연구원 31(1) : 217~237

[journal] 염준섭 / 2008 / Status of Vivax Malaria after Re-emergence in South Korea / Infection and Chemotherapy / 대한감염학회 40(4) : 191~198

[journal] 이상일 / 2010 / A GIS-Based Method for Delineating Spatial Clusters: A Modified AMOEBA Technique / 대한지리학회지 / 대한지리학회 45(4) : 502~520

[journal] 임창민 / 2016 / Spatial Socio-environmental Analysis of Tuberculosis in South Korea Using Eigenvector Spatial Filtering Methodology / 한국지도학회지 / 한국지도학회 16(3) : 89~101

[journal] 장석환 / 2016 / Drought and Water Deficit Analysis in Imjin River Basin: Focusing on Influence of Hwanggang Dam in North Korea / Crisisonomy / 위기관리 이론과 실천 12(5) : 79~95

[other] / 2016 / 남북 공동방역 중단에 말라리아 환자 2년간 83% 늘었다 / 중앙일보

[journal] 채수미 / 2014 / The Impact of Temperature Rise and Regional Factors on Malaria Risk / 보건사회연구 / 한국보건사회연구원 34(1) : 436~455

[journal] Anselin, L. / 1998 / Spatial dependence in linear regression models with an introduction to spatial econometrics / Statistics Textbooks and Monographs 155 : 237~290

[journal] Bousema, T. / 2010 / Identification of hot spots of malaria transmission for targeted malaria control / Journal of Infectious Diseases 201(11) : 1764~1774

[journal] Brooker, S. / 2004 / Spatial clustering of malaria and associated risk factors during an epidemic in a highland area of western Kenya / Tropical Medicine & International Health 9(7) : 757~766

[journal] Carter, R. / 2000 / Spatial targeting of interventions against malaria / Bulletin of the World Health Organization 78(12) : 1401~1411

[journal] Chai, J. Y. / 1999 / Re-emerging Plasmodium vivax malaria in the Republic of Korea / The Korean Journal of Parasitology 37(3) : 129~143

[journal] Chaves, L. F. / 2012 / Nonlinear impacts of climatic variability on the density‐dependent regulation of an insect vector of disease / Global Change Biology 18(2) : 457~468

[journal] Consul, P.C. / 1973 / A generalization of the Poisson distribution / Technometrics 15(4) : 791~799

[journal] Gage, K. L. / 2008 / Climate and vectorborne diseases / American Journal of Preventive Medicine 35(5) : 436~450

[journal] Getis, A. / 1992 / The analysis of spatial association by use of distance statistics / Geographical Analysis 24(3) : 189~206

[journal] Gubler, D. J. / 2001 / Climate variability and change in the United States: potential impacts on vector-and rodent-borne diseases / Environmental Health Perspectives 109 : 223~

[book] Hamilton, L.C. / 1992 / Regression with Graphics: A Second Course in Applied Statistics / Duxbury press

[journal] Hunter, P.R. / 2003 / Climate change and waterborne and vector‐borne disease / Journal of Applied Microbiology 94 : 37~46

[journal] Koram, K. A. / 1995 / Socio-economic risk factors for malaria in a peri-urban area of The Gambia / Transactions of The Royal Society of Tropical Medicine and Hygiene 89(2) : 146~150

[journal] Liu, Q. / 2012 / Dispersal range of Anopheles sinensis in Yongcheng City, China by mark-release-recapture methods / PloS One 7(11) : e51209~

[journal] Ord, J.K. / 1995 / Local spatial autocorrelation statistics: distributional issues and an application / Geographical Analysis 27(4) : 286~306

[book] O'Sullivan, D. / 2010 / Geographic Information Analysis / John Wiley & Sons, Inc

[journal] Park, J.W. / 2009 / Plasmodium vivax malaria: status in the Republic of Korea following reemergence / The Korean Journal of Parasitology 47 : S39~S50

[journal] 이한일 / 2005 / Studies on Anopheles sinensis, the vector species of vivax malaria in Korea / The Korean Journal of Parasitology / 대한기생충학ㆍ열대의학회 43(3) : 75~92

[journal] Sithiprasasna, R. / 2005 / Identification and characterization of larval and adult anopheline mosquito habitats in the Republic of Korea: potential use of remotely sensed data to estimate mosquito distributions / International Journal of Health Geographics 4(1) : 17~

[journal] Tompkins, A.M. / 2013 / A regional-scale, high resolution dynamical malaria model that accounts for population density, climate and surface hydrology / Malaria Journal 12(1) : 1~

[journal] Wakefield, J. / 2007 / Disease mapping and spatial regression with count data / Biostatistics 8(2) : 158~183

[journal] Wang, W. / 1997 / Modeling household fertility decisions with generalized Poisson regression / Journal of Population Economics 10(3) : 273~283

[book] Warrell, D.A. / 2002 / Essential Malariology / CRC Press

[other] World Health Organization / 1979 / Synopsis of the world malaria situation / Weekly Epidemiological Record 1981 : 145~149

[journal] Yeom, J. S. / 2005 / Status of Plasmodium vivax malaria in the Republic of Korea during 2001-2003 / American Society of Tropical Medicine and Hygiene 73(3) : 604~608

[journal] Zhou, S. S. / 2012 / Spatial correlation between malaria cases and water-bodies in Anopheles sinensis dominated areas of Huang-Huai plain, China / Parasites & Vectors 5(1) : 106~

KJCKorea
Journal Central

Journal of the Korean Cartographic Association 2023 KCI Impact Factor : 1.34