Medicine and Health Sciences Commons^™

Design And Development Of The Urban Population Health Observatory To Improve Disease Surveillance And Response, Whitney Brakefield

Doctoral Dissertations

Chronic and infectious diseases have a profound impact on the quality and length of life of populations that suffer from these conditions. Scientists, physicians, and health officials are seeking innovative approaches to decrease the morbidity and mortality of deadly diseases. Incorporating artificial intelligence and data science techniques across the health science domain could improve disease surveillance, intervention planning, and policymaking. In this dissertation, we describe the design and development of the Urban Population Health Observatory (UPHO), an explainable knowledge-based multimodal big data analytics platform. A common challenge for conducting multimodal big data analytics is integrating multidimensional heterogeneous data sources, which …

Improving Vaccination Rates In Pediatric Primary Care, Lauren E. Osbeck

Doctoral Dissertations

Objectives: In a small, rural pediatric primary care clinic, the effectiveness of electronic patient portal reminders were evaluated at improving vaccination rates for school required immunizations.

Methods: A quality improvement project was initiated utilizing The Social Ecological Model. All pediatric patients were sent reminders who were under-immunized. This QI project evaluated the effectiveness of vaccine reminders on the improvement of immunization rates in the clinic

Results: Total number of fully-vaccinated patients within the practice improved (2%) and patients under-immunized decreased by 1%. 87 immunizations were given to patients were given to patients who were under-immunized and an average of 10% …

Patient Reported Outcomes In Sickle Cell Disease Examined Within A Conceptual Model, Swapandeep Mushiana, Marsha Treadwell Phd, Sherif M. Badawy Md, Ms, Liliana Preiss Phd, Allison King Md Mph Phd, Barbara Kroner Phd, Yumie Chen Bs, Jeffrey Glassberg, Victor Gordeuk Md, Nirmish Shah Md, Angie Snyder Phd Mph, Theodore Wun Md

Doctoral Dissertations

Objective: To examine the relations between patient reported outcomes (PROs) within a conceptual model for adults with sickle cell disease (SCD) ages 18 – 45 years enrolled in the Sickle Cell Disease Implementation Consortium (SCDIC) registry. We hypothesized that patient and SCD related factors and barriers to care would independently contribute to functioning as measured using the PRO domains. Additionally, pain and other SCD related complications are expected to impact the relation between the variables. Methods: Participants completed a 48-item survey that included socio-demographics and PRO measures, such as social functioning, pain impact emotional distress, and cognitive functioning. …

A Consideration Of The Potential Side Effects Of Health Insurance Coverage, Melanie Jane Cozad

Doctoral Dissertations

The Patient Protection and Affordable Care Act (ACA) is federal health care reform legislation that represents the most significant health insurance expansion since Medicare and Medicaid were created in 1965. In this dissertation, I focus on how health insurance expansion affects the supply side of health care markets as well as health expenditures. While health insurance expansion potentially increases the demand for care, it also creates uncertainty, thereby impacting health care utilization, delivery, and input decisions. In my first chapter, I examine whether changes in health insurance coverage rates impact state-level health care delivery efficiency. Health care providers may vary …