Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"insurance claims data"”.
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Clinical trend discovery and analysis of Taiwanese health insurance claims data
Data-driven analysis can improve our understanding of medicine, and data from electronic health records and labs has been used successfully in predictive tasks. Less advanced analysis has been done on health insurance claims data, which can be rich and more structured but large in scale. Taiwan has …
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Quality of care and drug surveillance : a data-driven perspective
In this thesis, we describe the use of medical insurance claims data in three important areas of medicine. First, we develop expert- trained statistical models of quality of care based on variables derived from insurance claims. Such models can be used to identify patients who are receiving poor …
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Injury surveillance in community cricket and the exploration of insurance claims systems
… National Club Risk Protection Program (NCRPP) insurance scheme for suitability as an injury surveillance tool for community cricket. This thesis sought to identify and understand the injury profile of community cricketers through existing literature and injury datasets, being, Victorian Injury …
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An analytics approach to problems in health care
… we propose a framework that takes real-world data as input and draws upon modern data analytics methods ranging from mixed integer linear optimization to predictive machine learning to yield actionable insights that can add a significant edge over current practice. We describe an approach …
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The Effects of Oral Contraceptive Use on Ligamentous Injury Incidence in Females: A Potential for Prevention
… a case-control study using national commercial insurance claims data. Cases were defined as females undergoing ACL reconstruction and OC use was determined from a 12 month history of OC prescription fulfillment previous to reconstruction or matched index date. We found that in females aged 15-19 …
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A Retrospective Cohort Study of the Timing of Anxiety and Depression Diagnosis and the Onset of Hypertensive Syndromes In Pregnancy
… associations for the two stratums of timing. Data from the 2004-2006 South Carolina birth certificates and medical insurance claims data covered by Medicaid and/or the South Carolina state health plan for up to two years prior to the estimated conception date (ECD) were acquired from South …
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Impact of the Implementation of Accountable Care Organizational Structure on Pediatric Emergency Department Visits
… this quasi-experimental, retrospective secondary data analysis was to evaluate the outcomes of pediatric ACO and medical home implementation as they relate to ED visits for pediatric asthma patients using a pediatric Medicaid ACO in Kansas City, MO. Insurance claims data from January 2012 through …