Spatial Analysis of Sexually Transmitted Infections in Ontario
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Authors
Remillard, Liam
Date
Type
thesis
Language
eng
Keyword
Epidemiology , Infectious Disease , Cluster Analysis
Alternative Title
Abstract
Introduction: In recent years, Ontario has witnessed a dramatic rise in the incidence of sexually transmitted infections (STIs); however, the spatial patterning and causal factors contributing to this increase are not fully understood. The objectives of this thesis were: 1) to map the rates of commonly diagnosed STIs at a fine level of spatial aggregation; 2) to characterize global and local trends in the spatial patterning of STIs to inform the identification of priority locations for STI initiatives; and 3) to explore the influence healthcare accessibility and other community-level socio-economic characteristics have on STI incidence.
Methods: The residential location of Ontario chlamydia, gonorrhea, and syphilis case data reported to the integrated Public Health Information System from 2005 through 2016 were geocoded on a tailored geography of census tracts and census subdivisions. One global (Moran’s I) and three local tests (local indicators of spatial association, Kulldorff's circular spatial scan statistic, and Tango and Takahashi’s flexible scan statistic) for spatial patterning were applied to the case data. The association between healthcare accessibility and the 12-year cumulative incidence rate ratio of chlamydia diagnosis in Ontario was assessed through Poisson geographically weighted regression, and Besag-York-Mollie Bayesian hierarchical model.
Results: Findings suggest that each STI exerts spatial patterning. Temporal autocorrelation trends for gonorrhoea and syphilis remained consistent over the study period, while the autocorrelation for chlamydia cases decreased by greater than two-fold. Both the geographically weighted regression and Besag-York-Mollie model identified an increase in healthcare accessibility to be positively associated with the incidence chlamydia diagnosis. Findings also identify locations experiencing a high incidence of chlamydia.
Conclusions: Spatial findings suggest that mapping STI rates at a finer level of spatial resolution is feasible for epidemiologists and needed to better inform geographically-targeted interventions. Although there are localized clusters of chlamydia, gonorrhoea, and syphilis throughout Ontario, programming efforts should be directed towards addressing a college-aged demographic of young adults in the City of Toronto, and other high chlamydia incidence locations. With greater diagnosis in highly accessible areas, this research also supports the necessity for improved access to healthcare services, screening campaigns, and educational initiatives in rural Ontario.
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ProQuest PhD and Master's Theses International Dissemination Agreement
Intellectual Property Guidelines at Queen's University
Copying and Preserving Your Thesis
This publication is made available by the authority of the copyright owner solely for the purpose of private study and research and may not be copied or reproduced except as permitted by the copyright laws without written authority from the copyright owner.