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Spatial Clustering of Dengue Fever: A Baseline Study in the City of Kolkata

Author

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  • Krishna Sankar Ganguly*

    (Department of Health, the Kolkata Municipal Corporation, Kolkata, India)

  • Krishnendra Sankar Ganguly

    (Department of Computer Science & Engineering, Birla Institute of Technology, Mesra, India)

  • Asis Kumar Chattopadhyay

    (Department of Statistics, Calcutta University, Kolkata, India)

  • Ambar Dutta

    (Department of Computer Science & Engineering, Birla Institute of Technology, Mesra, India)

  • Tapan Kumar Mukherjee

    (Department of Health, the Kolkata Municipal Corporation, Kolkata, India)

  • Debashis Biswas

    (Department of Health, the Kolkata Municipal Corporation, Kolkata, India)

Abstract

Dengue Fever, a major global Vector-Borne public health concern, is considered a major threat for mortality and morbidity of human-population. As no public-health vaccine is not still available, for prevention of the disease different Vector Control methods are still the prime means. The key to success lies on analysis of geo-climatic, socio-cultural, politico-legal and economic condition of the area, seasonal variation, as well as the spatial spread of the disease. Among different cities of India, Kolkata, an important Metropolis, has been subjected to this study, where the spatial spread of dengue has been found to have some important characteristics. The authors of the present work, who have been working on Vector Borne Diseases and have effectively forecasted models of Urban Malaria for Kolkata, have attempted a baseline study on Spatial Clustering of Dengue Fever in the same City, based on a large survey data, conducted by the Kolkata Municipal Corporation. In this pursuit, Moran scatter-plot, Hot-Spot Map and Heat Map using LISA Tools were derived for consecutive two years, so that the possible spatial effects on Dengue incidences can be derived after Spatial Analytic techniques. Disease Control methods can only be derived following the detailed Statistical Analysis of the Spatial Clustering data.

Suggested Citation

  • Krishna Sankar Ganguly* & Krishnendra Sankar Ganguly & Asis Kumar Chattopadhyay & Ambar Dutta & Tapan Kumar Mukherjee & Debashis Biswas, 2018. "Spatial Clustering of Dengue Fever: A Baseline Study in the City of Kolkata," International Journal of Healthcare and Medical Sciences, Academic Research Publishing Group, vol. 4(10), pages 170-187, 10-2018.
  • Handle: RePEc:arp:ijohms:2018:p:170-187
    DOI: arpgweb.com/?ic=journal&journal=13&info=aims
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    1. Samir Bhatt & Peter W. Gething & Oliver J. Brady & Jane P. Messina & Andrew W. Farlow & Catherine L. Moyes & John M. Drake & John S. Brownstein & Anne G. Hoen & Osman Sankoh & Monica F. Myers & Dylan , 2013. "The global distribution and burden of dengue," Nature, Nature, vol. 496(7446), pages 504-507, April.
    2. Isa Baud & N. Sridharan & Karin Pfeffer, 2008. "Mapping Urban Poverty for Local Governance in an Indian Mega-City: The Case of Delhi," Urban Studies, Urban Studies Journal Limited, vol. 45(7), pages 1385-1412, June.
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