Medicine and Health Sciences Commons^™

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 …

Exploration Of Patient Variables And Characteristics Best Suited For Medical Marijuana Treatment For Anxiety And Depressive Disorders, Corey Gazoo

Dissertations

Individuals with posttraumatic stress, anxiety and depressive disorders are currently being prescribed medical marijuana as a treatment in many states across the United States. However, marijuana is still considered a schedule one narcotic by the Drug Enforcement Administration and federal government, which provides several barriers and challenges to conduct research such as approval from the U.S. Food and Drug Administration and following guidelines from the National Institute on Drug Abuse issued by the DEA. Additionally, individuals prescribed medical marijuana for mental health disorders are not always thoroughly instructed on the type of medical marijuana, the dosage, and how frequently to …

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 …

Implementation Of Pediatric Adverse Childhood Experiences Screening In Primary Care, Alexzandra Hillyer

Dissertations

Implementation of Pediatric Adverse Childhood Experiences Screening in Primary Care

Problem: Over half of children worldwide have experienced abuse in the past year. In 2012, The American Academy of Pediatrics released a policy statement emphasizing the importance of primary care providers implementing Adverse Childhood Experience (ACE) screening into all well-child examinations.

Methods: This quality improvement project was a descriptive, observational pilot study in which Center for Youth-Well ACE Questionnaire (CYW-ACE-Q) was implemented into a large, metropolitan pediatric primary care clinic. A convenience sample was utilized composed of pediatric patients between the ages of 5 and 18 being seen for a …

Intimate Partner Violence Education For High School Students, Morgan Foster

Dissertations

Problem Adolescents are at risk for experiencing intimate partner violence (IPV). As early as seventh grade, over half of adolescents have reported being in a romantic relationship. Adolescent screening for and education of IPV is minimal, and only the Healthy Relationships Quiz developed by the U.S. Department of Health and Human Services [HHS] screens young adolescents across all aspects of IPV, including psychological and sexual violence. The purpose of this project was to develop an IPV education plan for high school students in a health course.

Methods An educational lesson plan for IPV was created for high school teachers.

Results …

Developing A Diagnostic Tool Of A Community’S Health, Ruth Kurtycz

Dissertations

Where we live can affect nearly every aspect of our lives, including how long those lives will be. Previous studies have demonstrated large health disparities between communities in the United States; since the health of a community can significantly impact its residents, evaluating and predicting community health is of interest to many people. Currently the Federal government collects and publishes data on community-level demographics, housing, crime rates, and disease. State-level and non-governmental agencies track and share community housing prices, school performance, neighborhood safety, and other characteristics. In short, there is a wealth of information but the work being done around …

The Associations Of Chronic Stress, Social Support, Health Behaviors And Metabolic Syndrome Among Hispanic Women, Edna Esquer

Dissertations

The Associations of Chronic Stress, Social Support, Health Behaviors and Metabolic Syndrome Among Hispanic Women

Background: Metabolic syndrome (MetS) prevalence is 25% among Mexican American women 30 – 49 years of age, compared to 22% among non-Hispanic Whites in the United States. Little is known about the additional contributions of chronic stress, social support and health behaviors to the development of MetS among this population.

Purpose: Describe the associations between chronic stress, social support, and health behaviors and the presence of MetS in Hispanic women living in an underserved community.

Methods: A retrospective cohort study design. The Adult Treatment Panel …

Behavioral Economic Modeling Of The Effects Of Symptom, Severity, And Cost On Seeking Medical Care, Mark J. Rzeszutek

Dissertations

While the United States has some of the highest healthcare spending in the world, it has some of the worst health outcomes. For example, maternal mortality in the United States is almost five times as high as in other similarly wealthy countries. It also has the highest rates of avoidable deaths. One of the reasons for this may be the cost of accessing healthcare due to privatized insurance. For example, Americans may avoid important preventive medical visits and other health screeners due to cost. While lack of health insurance has been correlated with decreased health utilization, a precise understanding of …

Life Satisfaction: Aging Female Informal Caregivers Of Persons With Dementia, Deborah Ann Monson

Dissertations

Purpose/Aims

The purpose of this study was to describe the relationship between aging female informal caregivers of persons with dementia (PWD) and care recipients’ PWD demographic factors, aging female informal caregivers of PWD social support factors, positive and negative feelings, a sense of flourishing, stress, and life satisfaction.

Background/Rationale

Older adults with dementia are living longer and the majority are receiving care by aging female informal caregivers. Dementia incrementally worsens over time impacting informal caregiver life satisfaction. Most studies have focused on negative aspects of informal caregiving. Therefore, this study investigated both positive and negative aspects of caregiving.

Conceptual Basis …

Healthcare Leadership In The Context Of Cognitive Diseases Of Aging: A Community-Based Participatory Research Model, Dean Sherzai

Dissertations

The Problem

The world is facing a tsunami of chronic diseases of the brain such as dementia, Parkinson's, and stroke. But all populations are not affected equally. Though we are all at greater risk of developing these diseases, minority communities such as the Black and Hispanic populations are at much greater risk of succumbing to these conditions. To date we have spent billions of dollars on research and public health measures that have repeatedly failed, but over the last decade it has become evident that much of these diseases can simply be averted through effective public health and community-based measures …