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Longitudinal Assessment Of Hospital Utilization Among Infants With Neonatal Abstinence Syndrome And Mothers With Opioid Use, Florida 1998-2018, Amanda Louise Elmore Jan 2022

Longitudinal Assessment Of Hospital Utilization Among Infants With Neonatal Abstinence Syndrome And Mothers With Opioid Use, Florida 1998-2018, Amanda Louise Elmore

Theses and Dissertations

Over the past few decades, maternal opioid use and Neonatal Abstinence Syndrome (NAS) have significantly increased. However, few studies have examined prevalence trends by sociodemographic variables. Therefore, the first aim of my dissertation was to determine the prevalence by year for each outcome for the total sample and by maternal race/ethnicity, education level, and insurance type.

Prenatal opioid exposure (POE) poses neonatal risks including Neonatal Abstinence Syndrome (NAS) and studies suggest the effects may extend through childhood. However, there are critical gaps in literature on the long-term developmental outcomes of opioid-exposed infants by presence of NAS. Therefore, the second aim …


Trajectories Of Medication Non-Adherence With Time-Varying Predictors And Association With Health Outcomes: A Comparison Of Classical Statistical Methods With Machine Learning Algorithms, Vasco Pontinha Jan 2022

Trajectories Of Medication Non-Adherence With Time-Varying Predictors And Association With Health Outcomes: A Comparison Of Classical Statistical Methods With Machine Learning Algorithms, Vasco Pontinha

Theses and Dissertations

Background: Medication adherence is a major obstacle to improving health care outcomes in long-term therapies for chronic diseases. According to the World Health Organization, interventions for improving medication adherence can have a higher impact on the health of the population than any other advance in medical treatments. Approximately 125,000 individuals die every year in the U.S. because of non-adherence to medication, representing societal costs of $100-289 billion. Previous research has successfully used group-based trajectories methods to identify similar longitudinal medication adherence trajectories. However, medication adherence is not an isolated behavior and is influenced by many factors that current interventions fail …


Interpersonal Psychotherapy For Depressed Adolescents: A Systematic Review Of Quantitative Studies Exploring Effectiveness, Concomitant Findings, And Mediating And Moderating Variables, Luke Rex Jan 2022

Interpersonal Psychotherapy For Depressed Adolescents: A Systematic Review Of Quantitative Studies Exploring Effectiveness, Concomitant Findings, And Mediating And Moderating Variables, Luke Rex

Theses and Dissertations

Depression is one of the leading causes of illness and disability among adolescents. According to the National Institute of Mental Health (2022), almost one-fifth of adolescents ages 12 to 17 years in the United States had at least one major depressive episode in 2020, representing 4.1 million people, and over half did not receive any treatment. An interpersonal approach to therapy for adolescents known as Interpersonal Psychotherapy for Depressed Adolescents (IPT-A), developed by Dr. Laura Mufson, has been regarded as having well-established efficacy in treating depressed adolescents. This systematic review of quantitative studies (without meta-analysis) was conducted to (a) examine …


Preparing For Professional Programs: Strategies And Practices For Pre-Medical Education, April Elayne Curry Jan 2022

Preparing For Professional Programs: Strategies And Practices For Pre-Medical Education, April Elayne Curry

Theses and Dissertations

This study examines the preparation process for students in professional programs and highlights strategies and practices for pre-medical education. The COVID-19 pandemic has highlighted elements of the healthcare system that explore how critical physicians are that can lead with both a global perspective and with compassionate patient care. In order to understand the competencies required for this leadership process, it is critical to consider the medical school lifecycle from the undergraduate education to residency. Working from the admissions process, we consider what competencies are required for medical school success and physician preparedness and we use that to shape a solid …


Health Disparities And Psychosocial And Behavioral Interventions For Type 2 Diabetes Within Latinx Communities: A Systematic Review, Elisa Hernandez-Guerrero Smith Jan 2022

Health Disparities And Psychosocial And Behavioral Interventions For Type 2 Diabetes Within Latinx Communities: A Systematic Review, Elisa Hernandez-Guerrero Smith

Theses and Dissertations

As Hispanic adults are 70% more likely than non-Hispanic White adults to be diagnosed with diabetes (Centers for Disease Control and Prevention, 2022), there is an urgent need to provide culturally appropriate care to the people with diabetes of Latinx heritage. The purpose of this systematic review is to better understand the availability and effectiveness of psychosocial and behavioral interventions for T2DM within the Latinx population. Additional focus was given to the impact of health disparities and complexities within the Latinx population that have been diagnosed with, or are at risk of, T2DM. With a greater understanding of health disparities …


Icu-Related Medical Trauma: A Socioecological Exploration Of Contributing Factors And Experiences Of Traumatic Stress In Adult Icu Survivors, Jacqueline Hanson Jan 2022

Icu-Related Medical Trauma: A Socioecological Exploration Of Contributing Factors And Experiences Of Traumatic Stress In Adult Icu Survivors, Jacqueline Hanson

Theses and Dissertations

Advances in biomedical technologies and critical care are leading to increased survivorship rates of ICU patients. During critical care, patients confront a variety of stressors that may contribute to adverse psychological outcomes, including posttraumatic stress. The nature of posttraumatic stress in this population differs from that associated with traditional trauma. The phenomenon of medical trauma in ICU survivors is complex: it is highly subjective, exists on a continuum, is cumulative in nature and carries cumulative effects, involves a combination of endogenous and exogenous, physical and emotional stressors that vary in intensity and duration, occurs in an interpersonal context that involves …


Systematic Review Regarding The Use Of Mindfulness-Based Mobile Applications To Reduce Psychological Symptoms And Enhance Well-Being Among General And Clinical Population Adults: Benefits, Limitations And Future Directions, Brian Clawson Jan 2022

Systematic Review Regarding The Use Of Mindfulness-Based Mobile Applications To Reduce Psychological Symptoms And Enhance Well-Being Among General And Clinical Population Adults: Benefits, Limitations And Future Directions, Brian Clawson

Theses and Dissertations

Mindfulness is now utilized throughout Western Society and is part of the growing behavioral health, self-help, and wellness movements. Mobile applications have become increasingly popular for a wide variety of uses related to physical health, mental health, and self-improvement. Therefore, mindfulness-based mobile applications have promise both as stand-alone tools for end-users seeking self-help resources and as clinician-recommended adjunctive tools to enhance the process and outcomes of professional therapy. This systematic review identified, reviewed, and synthesized the findings from studies (n = 29) concerning the impact of mindfulness-based mobile applications on specific aspects of psychological functioning in both the general population …


Clear Aligner Therapy In The Mixed Dentition: Indications And Practitioner Perspectives, Nicholas M. Lynch Jan 2022

Clear Aligner Therapy In The Mixed Dentition: Indications And Practitioner Perspectives, Nicholas M. Lynch

Theses and Dissertations

Introduction: This study evaluated current trends and perspectives among orthodontists regarding clear aligner therapy in the mixed dentition (CAMD), including insights into perceived indications, compliance, oral hygiene, and other factors.

Methods: An original, 22-item survey was mailed to both a randomized, nationally representative sample of practicing orthodontic specialists (n = 800) and to a specific, randomized sub-sample of high-aligner-prescribing orthodontists (n = 200). Questions assessed respondents’ demographic information, experience with clear aligner therapy, and perceived advantages/disadvantages of CAMD compared to fixed appliance therapy (FA). Responses were compared using McNemar’s chi-squared and paired t-tests to assess CAMD versus FA. …


Varied Levels Of Fructose Consumption Induce Physiological, Cognitive, And Mitochondrial Alterations In Aged Female Rats, Emilie L. Bjerring Jan 2022

Varied Levels Of Fructose Consumption Induce Physiological, Cognitive, And Mitochondrial Alterations In Aged Female Rats, Emilie L. Bjerring

Theses and Dissertations

Since the 1970s, fructose consumption has dramatically increased within the United States, as well as the world. While adolescents tend to be the largest consumer of fructose, mostly seen in the form of sugary beverages, the consequences of a high fructose diet started in adulthood can also have severe implications on physiological parameters as well as cognition. Several studies have linked fructose consumption to metabolic syndrome, a clustering of symptoms related to overall health, with particular emphasis placed on obesity, type II diabetes, and the relationship with Alzheimer’s Disease. These findings largely stem from the outcomes of studies on cognition, …


Parental Attitudes Regarding The Primary Dentition, Dental Decay, And Trauma, Kathryn Dundervill Jan 2022

Parental Attitudes Regarding The Primary Dentition, Dental Decay, And Trauma, Kathryn Dundervill

Theses and Dissertations

Purpose: The purpose of this study is to identify the ability of parents in the VCU Pediatric Dental Clinic to recognize signs of decay and trauma and to determine their knowledge regarding the primary dentition.

Methods: This is a cross-sectional study that determined parental attitude and knowledge toward the function of primary teeth, childhood dental decay and dental trauma. Study data was collected through REDCap, a secure web-based survey application. Parents who brought their child to the VCU Pediatric Dental Clinic for a new patient examination or a recall examination were included in the study. The survey was only formatted …


Direction Modulated Brachytherapy For The Treatment Of Cervical Cancer, Dylan Richeson Jan 2022

Direction Modulated Brachytherapy For The Treatment Of Cervical Cancer, Dylan Richeson

Theses and Dissertations

Purpose: To evaluate and compare the performance of 9 experimental DMBT tandem models of varying physical dimensions in relation to 24 previously planned HDR cervical cancer treatment plans from multiple institutions that used conventional tandem and rings or ovoid applicators.

Methods and Materials: The DMBT tandem is designed to be used concurrently with IGABT and is made from an MRI-compatible tungsten-alloy rod with 6 channels grooved out of its periphery. 9 experimental DMBT tandem prototypes were provided. Each of the models was of equal lengths but varied in thickness, channel diameter size, and circle channel diameter size. Replanning …


Exosomal Mirnas As Biomarkers For Radiation Toxicity In Breast Cancer Patients, Mina V. Mcginn Jan 2022

Exosomal Mirnas As Biomarkers For Radiation Toxicity In Breast Cancer Patients, Mina V. Mcginn

Theses and Dissertations

Radiotherapy (RT) is a standard treatment for most breast cancer patients (BCPs), but is often accompanied by acute and late toxic effects in normal tissue. Exosomes are nano vesicles about 30-150nm in size that originate from the endosomal network and are found in most body fluids. Exosomes are a fundamental driver of intercellular communication by transferring proteins, lipids and microRNA (miRNA). Exosomal miRNA (Exo-miRNA) signatures may serve as non-invasive prediction biomarkers of post-radiation toxicities of BCPs. Eighty six BCPs treated in the Radiation Oncology Department were enrolled in an IRB approved study. BCPs were evaluated weekly during RT and at …


Theta Burst Brain Stimulation In Painful Diabetic Neuropathy Patients: Investigating Neural Mechanisms, Bhushan Thakkar Jan 2022

Theta Burst Brain Stimulation In Painful Diabetic Neuropathy Patients: Investigating Neural Mechanisms, Bhushan Thakkar

Theses and Dissertations

Chronic pain (CP) is a significant contributor to disability and disease burden globally. In 2019, approximately 50.2 million adults (20.4% of the US population) experienced chronic pain, contributing to $560-635 billion in direct medical costs. In addition, the worldwide prevalence of diabetes mellitus has reached epidemic proportions and is set to increase to 629 million by 2045. Almost 50% of patients with diabetes present with diabetic neuropathy (DN), and one in five patients with diabetes presents with painful DN (pDN) which is the most common cause of neuropathic pain (NP) in the US. Symptomatic treatment is the mainstay of management …


Anthracyclines Attenuate The Nrf1-Mediated Bounce-Back Response, Bader Albalawi Jan 2022

Anthracyclines Attenuate The Nrf1-Mediated Bounce-Back Response, Bader Albalawi

Theses and Dissertations

Proteasome inhibitors, such as carfilzomib, are FDA-approved to treat multiple myeloma and mantle cell lymphoma. Unfortunately, proteasome inhibitors have only produced clinically significant results in patients with hematologic cancers, despite their predicted pan-cancer utility, and even hematologic cancer types frequently show intrinsic and acquired resistance.

One proposed mechanism responsible for the proteasome inhibitors' shortcomings is the NRF1-mediated bounce-back response. Identification of drugs that can potentiate the action of proteasome inhibitors could overcome resistance in patients with hematologic cancers and expand proteasome inhibitors' use to treat solid tumors. Our previous studies have identified anthracyclines as potential compounds that interfere with the …


Examining Ayahuasca Constituents At 5-Ht2a Receptors In Search Of Antidepressant Action, Jeremy D. Rolquin Jan 2022

Examining Ayahuasca Constituents At 5-Ht2a Receptors In Search Of Antidepressant Action, Jeremy D. Rolquin

Theses and Dissertations

Recently, it has been reported that ligands of the 5-HT2A receptor can have drastic and fast-acting efficacy towards a number of different mental health disorders, such as depression and anxiety. A mixture of Amazonian plants calledayahuasca contains multiple compounds which have been shown to interact with the serotonergic system, and the 5-HT2Areceptor in particular.

The structurally similar compounds (DMT, harmine, harmaline, and tetrahydroharmine) found in ayahuasca were examined for differences in their physiochemical properties that might contribute to their binding affinity for the 5-HT2Areceptor. 3D Molecular modeling and docking studies of these compounds were …


The Role Of Human Dopamine Transporter Threonine 261 And Serine 262 In Amphetamine Regulation Of Transporter Function And Surface Expression, Sina Abdollahi Jan 2022

The Role Of Human Dopamine Transporter Threonine 261 And Serine 262 In Amphetamine Regulation Of Transporter Function And Surface Expression, Sina Abdollahi

Theses and Dissertations

Amphetamine (AMPH) has been used clinically and recreationally around the world for years. A 2021 study reports a 67.5% rise in AMPH use from 2010-2017 across all fifty states. Study also shows that 30% of patients with AMPH-induced psychosis end up with primary psychosis over time. AMPH works by inhibiting monoamine (Norepinephrine (NE), Serotonin (5-HT), and Dopamine (DA) reuptake followed by triggering transporter mediated monoamine release and consequently increases monoamine concentrations in extracellular synaptic space. AMPH also works as a substrate for monoamine transporters, enters the neuron, and once its inside the neuron, it will prevent the storage of monoamines …


A Method For Predicting Dose Changes For Hn Treatment Using Surface Imaging, Sarah E. Holler Jan 2022

A Method For Predicting Dose Changes For Hn Treatment Using Surface Imaging, Sarah E. Holler

Theses and Dissertations

Head and neck cancer is commonly treated with a six- to seven-week course of radiotherapy, during which a patient’s anatomy may change substantially, due to target reduction or weight loss. Anatomical changes lead to reduction in treatment quality due to decreased setup reproducibility and altered dose deposition compared to the original plan. Few clinics have developed a standard method for triggering resimulation and replan due to anatomic changes. This work investigates a new method for determining when to resimulate and replan HNC patients by utilizing their topographic anatomical changes to predict differences in planned versus delivered dose distributions. The first …


Outcome Of Vital Pulp Therapy On Immature Permanent Teeth With Calcium Silicate-Based Materials: Retrospective Cohort Study, Brian I. Hone Jan 2022

Outcome Of Vital Pulp Therapy On Immature Permanent Teeth With Calcium Silicate-Based Materials: Retrospective Cohort Study, Brian I. Hone

Theses and Dissertations

Introduction: The purpose of vital pulp therapy is to maintain pulp viability by eliminating bacteria from the dentin-pulp complex and to establish an environment in which apexogenesis can occur. The aim of this retrospective cohort study was to evaluate the clinical and radiographic outcomes of vital pulp therapy on immature permanent teeth using different calcium silicate-based materials. Methods: This study was carried out in the Virginia Commonwealth University Graduate Endodontics department in Richmond, Virginia. Vital pulp therapy cases performed by graduate endodontic residents were retrospectively searched and charts were reviewed to determine inclusion into this study. All cases …


Treating Gut Feelings: A Systematic Review Of Psychological Treatments For Pediatric Inflammatory Bowel Disease, Venus Mirbod Jan 2022

Treating Gut Feelings: A Systematic Review Of Psychological Treatments For Pediatric Inflammatory Bowel Disease, Venus Mirbod

Theses and Dissertations

Psychological comorbidities and psychosocial challenges are prevalent among children and adolescents with Inflammatory Bowel Disease (IBD). However, a comprehensive review of the availability and effectiveness of psychological treatments for pediatric IBD patients is lacking. This systematic review aimed to determine the availability and efficacy of psychological interventions for children and adolescents with IBD. The systematic review was conducted in accordance with PRISMA guidelines and performed using two electronic databases, PsycINFO and PubMed, from inception until March 2022. Databases were searched for English-language, controlled trials of psychological interventions for children and adolescents with IBD. Outcomes of interest included: depression, anxiety, health-related …


Leaving Part Of Myself Outside The Door: An Exploration Of Pitfalls And Promising Practices For Black Millennial Survivors Of Racism, Sheriece L. Hooks Jan 2022

Leaving Part Of Myself Outside The Door: An Exploration Of Pitfalls And Promising Practices For Black Millennial Survivors Of Racism, Sheriece L. Hooks

Theses and Dissertations

Experiences of racism and discrimination are a prominent concern within the Black community and often cause symptoms of stress or trauma for those who endure it. However, there are limited research studies which examine best practices and pitfalls for treating individuals of this population who struggle with race-based stress or trauma. This study uses a phenomenological approach to examine the therapy experiences of six clients, identifying as Black or African American, when discussing stress or trauma related to racism. Results identified several pitfalls, such as experiences of racism, color blindness, inattention, and countertransference, as well as promising practices, such as …


Effect Of Moderate Sedation Regimen (Diazepam, Meperidine, And Hydroxyzine) Dosages On Patient Behavior And Outcome Of Sedation In Pediatric Dentistry: A Retrospective Study, Taibah M A M J Albaker Jan 2022

Effect Of Moderate Sedation Regimen (Diazepam, Meperidine, And Hydroxyzine) Dosages On Patient Behavior And Outcome Of Sedation In Pediatric Dentistry: A Retrospective Study, Taibah M A M J Albaker

Theses and Dissertations

Purpose: To determine if behavior at consult visit and sedation medication dosages are associated with the success of sedation visits and patient’s behavior using the diazepam, meperidine, and hydroxyzine (DMH) regimen.

Methods: A retrospective chart review was conducted of 324 VCU Pediatric Dentistry Department patients who underwent 404 moderate conscious sedation visits with DMH regimen from April 2017 to June 2022. Sedation visits were graded as “Successful” or “Unsuccessful” and “Good” or “Poor behavior.” The primary variables of interest included Frankl behavior at consult visit and the sedation medication dosages. Logistic regression models were used to determine if these factors …


Impact Of The Covid-19 Pandemic On Child Anxiety Symptoms: The Influence Of The Caregiver-Child Relationship, Rebecca Hoppe Jan 2022

Impact Of The Covid-19 Pandemic On Child Anxiety Symptoms: The Influence Of The Caregiver-Child Relationship, Rebecca Hoppe

Theses and Dissertations

Research suggests that youth are dealing with a myriad of worries during the COVID-19 pandemic (Ellis et al., 2020), which highlights the need for investigations focused on child anxiety. However, to date little research has examined children’s anxiety in the COVID-19 pandemic nor the potential protective effects of the caregiver-child relationship. Therefore, this research aimed to contribute to the literature by investigating the influence of COVID-19 related stressors in younger children and leveraging children’s report of their own attachment security within their relationship with their caregiver and mental health. The current study used a national, quantitative survey of young children …


Therapeutic Approaches For Respiratory Distress Syndrome, Franck J. Kamga Gninzeko Jan 2022

Therapeutic Approaches For Respiratory Distress Syndrome, Franck J. Kamga Gninzeko

Theses and Dissertations

Respiratory distress syndrome (RDS) is characterized by shortness of breath and low oxygen levels. RDS affects the neonatal and adult populations. In the neonatal population, RDS can be classified as NRDS (Neonatal respiratory distress syndrome), while in adults, it is known as ARDS (acute respiratory distress syndrome). This dissertation examines a therapeutic approach to NRDS and a mechanistic approach to ARDS with in vivo and in vitro models of lung injury. NRDS is characterized by a deficiency or lack of surfactant. Surfactant is an essential compound composed of phospholipids and proteins to prevent the lungs from collapsing. There are several …


Use Of Passive Immobilization During Oral Conscious Sedation: Parental Perceptions And Utilization By Pediatric Dentists In The United States, Jennifer N. Levine Jan 2022

Use Of Passive Immobilization During Oral Conscious Sedation: Parental Perceptions And Utilization By Pediatric Dentists In The United States, Jennifer N. Levine

Theses and Dissertations

Use of Passive Immobilization During Oral Conscious Sedation: Parental Perceptions and Utilization by Pediatric Dentists in The United States, Levine J, Caudill, C (Virginia Commonwealth University School of Dentistry, Richmond, VA)

Research supported by the Alexander Fellowship

Purpose: To assess change in parental attitudes of passive immobilization after viewing an informational video and evaluate how pediatric dentists are currently using passive immobilization during oral conscious sedations (OCS).

Methods: A survey consisting of six statements on a 5-point Likert scale was completed by parents at their child’s OCS consultation appointment before and after viewing an educational video demonstrating benefits of passive …


The Effect Of Crowding On The Accuracy Of 3d Printed Aligners, Tonya Spangler Jan 2022

The Effect Of Crowding On The Accuracy Of 3d Printed Aligners, Tonya Spangler

Theses and Dissertations

Purpose: To evaluate the accuracy of three-dimensionally (3D) printed aligners compared to conventional vacuum-formed thermoplastic aligners with varying levels of dental crowding.

Methods: Digital intraoral scans of 10 different cases were assigned to their respective groups (n=10, each, 30 total) as follows: no crowding (control), moderate crowding, and severe crowding. Using 3Shape software, digital aligner samples were created in standard tessellation language (STL) file format and randomly 3D printed. The same STL files of each case were also sent to a dental laboratory for the fabrication of vacuum-formed samples, which is the current technology used for manufacturing aligners. The intaglio …


The Value Of Educating Teachers, Coaches, And Athletic Trainers On The Management Of Dental Trauma., Laura Satoski Jan 2022

The Value Of Educating Teachers, Coaches, And Athletic Trainers On The Management Of Dental Trauma., Laura Satoski

Theses and Dissertations

Purpose: The aim of this study is to investigate the baseline knowledge and assess the benefit of educating teachers, coaches, and athletic trainers about the management of sports-related dental injuries.

Methods: Teachers, coaches, and athletic trainers working in youth sports activities across the city of Richmond and the Greater Richmond Region were recruited via email. Participants answered a pre-seminar survey to evaluate their baseline knowledge and determine whether they experienced dental trauma with their athletes previously. The survey also indicated whether they participated in a public or private sports facility. The participants watched a pre-recorded virtual seminar educating them on …


Peri-Implantitis Incidence And Effect Of Supportive Periodontal Therapy On Outcomes: Retrospective Cohort Study, Michael Ha Jan 2022

Peri-Implantitis Incidence And Effect Of Supportive Periodontal Therapy On Outcomes: Retrospective Cohort Study, Michael Ha

Theses and Dissertations

Purpose: Management of peri-implantitis is becoming an increasing component of dental practice. Dental implants can develop peri-implantitis lesions which occur in a non‐linear and accelerating pattern compared to a gradual periodontitis lesion. It is crucial to diagnose and treat this disease early, or ideally prevent it. Contemporary implants have a rough surface texture which is difficult to properly decontaminate as a crucial component for treatment prognosis. Evidence on the long-term effects of Periodontal implant maintenance therapy (PIMT) on implants is limited. This study aims to investigate the effect of periodontal maintenance on peri-implant tissue health.

Methods: A retrospective chart review …


Detailing The Genetic And Environmental Influences Shared Between Conventional And Electronic Cigarette Use Across Measures Of Initiation And Past 12-Month Use, James Clifford Jan 2022

Detailing The Genetic And Environmental Influences Shared Between Conventional And Electronic Cigarette Use Across Measures Of Initiation And Past 12-Month Use, James Clifford

Theses and Dissertations

Introduction. Tobacco use is a public health crisis with nearly 500,000 Americans suffering premature mortality attributable to tobacco use in 2014. New development efforts have created new nicotine delivery systems whose health consequences are not yet fully understood such as electronic cigarettes (ECIG). It is possible there are shared genetic and environmental factors that influence an individual’s liability to initiate cigarette (CIG) or ECIG use, as both systems are designed to deliver nicotine.

Methods. Four study designs were used to resolve the genetic and environmental influences that underlie CIG and ECIG initiation. A twin study, scoping review, genome-wide association study …


Estimating Weighted Panel Sizes For Primary Care Providers: An Assessment Of Clustering And Novel Methods Of Panel Size Estimation On Electronic Medical Records, Martin A. Lavallee Jan 2022

Estimating Weighted Panel Sizes For Primary Care Providers: An Assessment Of Clustering And Novel Methods Of Panel Size Estimation On Electronic Medical Records, Martin A. Lavallee

Theses and Dissertations

Primary Care is on the frontlines of healthcare, thus they see the most diverse set of patients. In order to achieve high functioning primary care, a practice must establish empanelment, the pairing of patients to providers. Enumeration of empanelment, or estimating panel sizes, helps ensure that the demands of the patients demand the supply of providers and optimize the balance of primary care resources to improve quality of care. Further we can adjust panel sizes by using patient-level data on healthcare utilization and complexity extracted from the electronic medial record to determine the amount of care or burden of work …


Mathematical Models Of Infection Prevention Programs In Hospital Settings, Kelly A. Reagan Jan 2022

Mathematical Models Of Infection Prevention Programs In Hospital Settings, Kelly A. Reagan

Theses and Dissertations

Hospitals play a vital role in providing for the healthcare needs of a community. Patients can develop hospital-acquired infections (HAIs) during their hospitalization due to exposure to foreign bacteria, viruses, and fungi. Infection prevention programs target and reduce HAIs, but implementing the infection prevention programs often comes with a cost. The goal of my research is to use mathematical models to quantify the impact of infection prevention programs on cases of HAIs and total healthcare costs. First, I use a Markov chain model to quantify how one infection prevention program reduces general HAIs in the hospital. Then, I calculate the …