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dc.contributor.authorKribs, Christopher
dc.contributor.authorMubayi, Anuj
dc.contributor.authorCastillo-Chavez, Carlos
dc.contributor.authorChowell, Gerardo
dc.contributor.authorAli Siddiqui, Niyamat
dc.contributor.authorKumar, Narendra
dc.contributor.authorDas, Pradeep
dc.date.accessioned2016-05-11T20:00:37Z
dc.date.available2016-05-11T20:00:37Z
dc.date.issued2010
dc.identifier.citationPublished in the Journal of Theoretical Biology 262(1):177-185en_US
dc.identifier.urihttp://hdl.handle.net/10106/25666
dc.descriptionAuthor's final draft after peer review, also known as a post print.en_US
dc.description.abstract"Kala-azar" (or Indian Visceral Leishmaniasis) is a vector-borne infectious dis- ease affecting communities in tropical and subtropical areas of the world. Bihar, a state in India, has one of the highest prevalence and mortality reported levels of Kala-azar. Yet, the magnitude of the problem is difficult to assess because most cases are handled by private health providers who are not required to and do not report them to the Ministry of Health. The impact of underreporting using district-level reported incidence data from the state of Bihar is the main goal of this manuscript. We derive expressions for, and compute estimates of Kala-azar's reproduction numbers, an indirect measure of disease prevalence, and levels of underreporting for the 21 districts of Bihar. The average reproduction number (number of secondary cases generated per infective) estimates for Bihar range from 1.3 (2003) to 2.1 (2005) with some districts' estimates with mean values lower than one. Model estimates (using available data and a model-derived expression) show that the proportion of under- reported cases declined from an average of 88% in 2003 to 73% in 2005. However, 8 districts in 2003 and 5 districts in 2005 had more than 90% levels of underreporting. Model estimates are used to generate underreporting adjusted incidence rates. The analysis finds that reported data misidentify four of the eight (2003) and three of the nine (2005) districts classified as high-risk. In fact, seven (2003) and five (2005) of the most affected Kala-azar districts had been classified as low-risk when only reported incidence data were used.en_US
dc.description.sponsorshipThis work has been partially supported by a National Science Foundation (Grant DMS-0441114), National Security Agency (Grant H98230-05-1-0097), The Alfred P. Sloan Foundation (through the ASU-Sloan National Pipeline Program in Mathematical Science) and The Offi ce of the Provost of Arizona State University.
dc.language.isoen_USen_US
dc.subjectLeishmaniasisen_US
dc.subjectMathematical modelsen_US
dc.subjectReproduction numberen_US
dc.subjectPrivate health care providersen_US
dc.subjectPublic health surveillance systemsen_US
dc.titleTransmission dynamics and underreporting of Kala-azar in the Indian State of Biharen_US
dc.typeArticleen_US
dc.publisher.departmentDepartment of Mathematics, University of Texas at Arlington
dc.identifier.externalLinkDescriptionThe original publication is available at Article DOI
dc.identifier.doihttp://dx.doi:10.1016/j.jtbi.2009.09.012


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