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An Investigation Into Nosocomial Infection Using Data Mining, Alexander Rocke

Honors Theses and Capstones

The purpose of this study was to investigate potential risk factors and analyze trends that are associated with nosocomial infection using an inferential statistical methodology that would allow for the identification and future tracking of the aforementioned trends. The raw data on which statistical analyses were performed was collected and aggregated by the National Healthcare Safety Network for the year 2011 (5)

The results of the statistical analyses revealed that many factors should be taken into account when considering the causes of nosocomial infection, in paticular, that the amount of aggregated hours a certain type of ward (burn, medical, surgical, …