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Multi-Stage Stochastic Optimization And Reinforcement Learning For Forestry Epidemic And Covid-19 Control Planning, Sabah Bushaj

Dissertations

This dissertation focuses on developing new modeling and solution approaches based on multi-stage stochastic programming and reinforcement learning for tackling biological invasions in forests and human populations. Emerald Ash Borer (EAB) is the nemesis of ash trees. This research introduces a multi-stage stochastic mixed-integer programming model to assist forest agencies in managing emerald ash borer insects throughout the U.S. and maximize the public benets of preserving healthy ash trees. This work is then extended to present the first risk-averse multi-stage stochastic mixed-integer program in the invasive species management literature to account for extreme events. Significant computational achievements are obtained using …

Essays On Health Care Quality: Timeliness, Equity, And Efficiency, Abubakar-Sadiq Bouda Abdulai

Dissertations

According to the National Academy of Medicine (NAM) (formerly called the Institute of Medicine), a quality health care system embodies six attributes: timeliness, equity, safety, efficiency, effectiveness, and patient-centeredness. Timeliness is to avoid unnecessary delays in care delivery for patients and caregivers; equity is to ensure that the quality of care that patients receive does not vary based on their personal characteristics; safety is to ensure that the care that is intended to help patients does not harm them; efficiency is to avoid waste and optimize resource allocation to improve care delivery; effective care is one that relies on sound …

An Examination Of Types Of Health Insurance And The Reported Prevalence Of Autism In The United States, Jennifer L. Thompson

Dissertations

The prevalence of Autism Spectrum Disorders continues to rise despite barriers of changes to diagnostic criteria and lack of insurance coverage. Increases in prevalence affect costs associated with a disorder since cost of health care services are often estimated based on utilization of services. This can also affect an individual’s ability to access to health care services. To equitably distribute autism services to individuals an accurate estimation of the true prevalence of autism is needed.

Access to health care can be influenced by the type of insurance coverage a person holds. Other factors, such as socio-economic status, ethnicity, location of …