Epidemiology Commons^™

Impact Of Child/Parent Characteristics On Ultra-Processed Food Intake In Preschool-Aged Children, A Latent Class Analysis Of Obesity-Related Factors And Obesity Risk, And The Qualitative Impact Of 9-11 Year Old's Perception Of Unhealthy Food Marketing, Jennifer E. Carroll

Doctoral Dissertations

Childhood overweight/obesity is an epidemic in the US. Modifiable risk factors, such as intake of foods that are highly processed, are heavily marketed to children. Exposure to food advertisements, along with home environment factors, family meal styles, and digital media habits shapes children’s preferences, tastes, and habits. Predictors of ultra-processed food (UPF) intake in children are unclear and the potential effect of ad exposure on UPF intake is unknown. It is also unknown if there are distinct response patterns among a collection of potentially obesity-related factors, and if distinct groups affect child BMI. Additionally, more qualitative research is needed to …

Association Of Birth Weight And Preterm Birth With Subsequent Risk For Hypertension In Women From The Women’S Health Initiative, Christian P. Daniele

Masters Theses

Hypertension is a chronic disease with an estimated prevalence of nearly 50% in US adults. In addition to sociodemographic and lifestyle factors, evidence suggests that in utero and early life exposures may contribute to life-long risk of hypertension. This study aimed to investigate the potential associations between an individual’s birthweight and preterm birth status with their risk for hypertension in the Women’s Health Initiative (WHI) cohort. WHI is a large, multi-racial cohort of postmenopausal women. At study entry, birthweight and preterm birth status were self-reported by category (< 6 lbs., 6-7 lbs. 15 oz., 8-9 lbs. 15 oz., or ≥ 10 lbs.; ≥ 4 weeks premature or full term). Baseline and incident hypertension status were self-reported; mean systolic blood pressure, diastolic blood pressure, and 30-second pulse were also recorded at baseline by trained study staff. Linear, logistic, and Cox-proportional hazards regression models were used to generate crude and adjusted beta estimates, odds ratios, and hazards ratios, respectively. After adjusting for demographic and lifestyle factors, we found that participants born at a low birthweight had a higher mean systolic blood pressure than participants born at a normal birthweight and were at increased risk for both baseline and incident hypertension. Women born at a higher birthweight had a lower mean systolic blood pressure and were at lower risk for baseline and incident hypertension. When compared to participants born full term, participants born preterm were at increased risk for baseline and incident hypertension. These results support current research on early life exposures and health risks later in life. Long term follow-up or targeted counseling may be required for individuals born prematurely or at low birthweights to prevent and treat hypertension and associated cardiovascular outcomes.

Sexual Orientation Differences In The Association Between Cancer Diagnosis And Mental Health Outcomes, Pablo Fernandez

Masters Theses

Background: Since the early 1960s, survival rates among cancer survivors have been increasing. Surviving cancer can be a stressful experience due to the multifaceted changes that come with diagnosis, treatment, and recovery. Therefore, studying the mental health of cancer survivors is vital for their well-being. Among queer groups (including those identifying as gay, lesbian, or bisexual), poor mental health is more prevalent than among heterosexuals. However, cancer survivorship among queer populations is not well studied. This study examines the association between cancer survivorship and poor mental health, focusing on potential sexual orientation differences.

Methods: Data are from the 2019-2021 National …

Sexual Orientation Differences In The Association Between Physical Activity And Allostatic Load: Results From The National Health And Nutrition Examination Study, Natalia I. Putnam

Masters Theses

Higher levels of allostatic load (AL), a composite measure of the impact of chronic stress on the body, are found among socially marginalized groups compared to privileged groups. AL is associated with premature aging and death, as well as a variety of chronic health conditions that impact quality of life. Effects of AL may be offset by physical activity (PA). Queer populations (including those who identify as lesbian, gay, or bisexual) may be at risk for elevated AL due to repeated exposure to discrimination in the form of sexual minority stress. There is mixed literature on sexual orientation differences in …

Interplay Of Environmental Pollutants And Folate In The Etiology Of Autistic Traits Analysis Using Multipollutant Approaches, Michael T. Mascari

Doctoral Dissertations

Background: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by a spectrum of communication deficits and repetitive behaviors. The challenges in learning, thinking, and problem-solving abilities of people with ASD can be debilitating. There is currently no cure for ASD. Many environmental pollutants are suspected to contribute to the etiology of ASD and its associated traits, whereas folate and folate supplements have been shown to exhibit both protective and adjuvant roles. Little is known about the interplay of multiple environmental pollutants and folate in the etiology of ASD. Additionally, statistical approaches that consider the effects of pollutant mixtures instead …

Development Of A Predictive Model For Frailty Utilizing Electronic Health Records, Kye Poronsky

Masters Theses

Frailty is a multifaceted, geriatric syndrome that is associated with age-related declines in functional reserves resulting in increased risks of in-hospital death, readmissions and discharge to nursing homes. The risks associated with frailty highlights the need for providers to be able to quickly, and accurately, assess someone’s frailty level. Previous studies have shown that bedside clinician assessment is not a reliable or valid way to determine frailty, meaning that a more reliable, valid and concise method is needed. We developed a prediction model using discharge ICD-9/ICD-10 diagnostic codes and other demographic variables to predict Reported Edmonton Frail Scale scores. Participants …

Preterm Birth And Subsequent Risk Of Type 2 Diabetes Among Postmenopausal Women In The Women’S Health Initiative, Aaron Holman-Vittone

Masters Theses

Type 2 diabetes (T2D) is increasing in the United States, currently affecting 11.3% of the nation. The Developmental Origins of Health and Disease Hypothesis suggests that environmental stresses in utero and in early stages of life, such as preterm birth (age), can lead to development of adulthood diseases, including T2D. However, research on the association between preterm birth and T2D is sparse and predominantly based on European ancestry populations. We examined this association in postmenopausal women (N = 85,356) from the Women’s Health Initiative, a nationwide prospective cohort. Logistic regression models were used to examine the association between self-reported preterm …

The Relationship Between Pm2.5 And Chronic Respiratory Disease In Senegal, Bailey Glenn

Masters Theses

Chronic respiratory diseases such as asthma and chronic bronchitis have significantly increased in prevalence in Africa over the past 10 years. Recent studies have demonstrated that exposure to air pollution may be associated with an increased risk of chronic respiratory diseases. However, such studies have predominantly been conducted in western societies or often used urbanicity as a proxy for exposure to air pollution. Therefore, we evaluated the association between PM_2.5 exposure and asthma/chronic bronchitis in Senegal. A cross-sectional study was conducted for the time period of 3 October 2010 to 28 April 2011 using annual concentrations of PM_{2.5 …}

Three Dimensional Spatio-Temporal Cluster Analysis Of Sars-Cov-2 Infections, Keith W. Allison

Masters Theses

The COVID-19 pandemic has heightened the need for fine-scale analysis of the clustering of cases of infectious disease in order to better understand and prevent the localized spread of infection. The students living on the University of Massachusetts, Amherst campus provided a unique opportunity to do so, due to frequent mandatory testing during the 2020-2021 academic year, and dense living conditions. The South-West dormitory area is of particular interest due to its extremely high population density, housing around half of students living on campus during normal conditions. Using data gathered by the Public Health Promotion Center (PHPC), we analyzed the …

The Impact Of A Lifestyle Intervention On Risk Factors Of Cardiovascular Disease And Type Ii Diabetes Among At-Risk Hispanic Women, Kathryn A. Wagner

Doctoral Dissertations

Cardiovascular disease and type 2 diabetes are global epidemics affecting approximately 127 and 21 million people in the U.S., respectively. Women who are overweight, obese or who develop glucose intolerance during pregnancy represent high-risk groups for the development of cardiovascular disease and type 2 diabetes. Hispanic women are both more likely to begin their pregnancies as overweight or obese and have a higher prevalence of type 2 diabetes, compared to non-Hispanic whites. However, prior lifestyle interventions have largely been limited to non-Hispanic whites. Therefore, this research assessed how culturally tailored lifestyle modification may affect cardiovascular disease and type 2 diabetes …

Endocrine Disrupters And Adverse Health Outcomes Among Post-Menopausal Women, Gabriela Vieyra

Doctoral Dissertations

Globally, chronic diseases that require ongoing medical attention, and limit daily living activities, are the leading cause of disability and mortality. The older population in the U.S. is rapidly growing, and the risk of chronic diseases is higher in this population, specifically older women. In 2018, 51.3% of women compared to 41.8% of men had two or more chronic conditions. Thus, the Women’s Health Initiative (WHI) study, Chapter 1, focused on preventing leading causes of death, disability, and frailty in older women. Phthalates are synthetic industrial compounds, Chapter 2, commonly added to daily used consumer goods, nutritional and dietary supplements, …

Elucidating Mechanisms Influencing Maternal Postpartum Health: The Protective Benefits Of Breastfeeding And Associations With Allostatic Load, Experiences Of Stress, And Resiliency, Bi-Sek J. Hsiao

Doctoral Dissertations

Research has established breastfeeding as protective of maternal health, but little is known about the ways breastfeeding interacts with chronic stress pathways and interfaces with stressors such as discrimination and neighborhood deprivation, which are salient in the experiences of many marginalized communities. This research addresses these knowledge gaps through secondary analyses of prospective cohort data generated by the Community Child Health Research Network through Community Based Participatory Research processes. Analytical samples were derived from 2510 postpartum women from five regions in the U.S. who self-identified as Black, Hispanic, or White. Study 1 investigated and found an inverse association between breastfeeding …

Factors Associated With The Perception Of Diet Quality: Analysis Of The National Health And Nutrition Examination Survey (Nhanes) 2007-2018, Kiara Y. Amaro-Rivera

Doctoral Dissertations

Perceived diet quality is a potential modifiable factor that could explain dietary choices. Research has shown that some individuals tend to misperceive the healthfulness of their diet, rating it more or less healthy than it actually was when compared to dietary recommendations. In particular, overestimation of diet quality has been associated with lower intention to change dietary behaviors. Using the National Health and Nutrition Examination Survey (NHANES) dataset, this dissertation explores factors associated with the perception of diet quality among U.S. adults. In Chapter 1, we derived dietary patterns using latent class analysis and explored their association with perceived diet …

Applied Infectious Disease Forecasting For Public Health, Graham Gibson

Doctoral Dissertations

Infectious disease modeling has emerged as a powerful data driven tool for monitoring outbreaks, assessing intervention strategies, and allocating public health resources. This thesis addresses a variety of challenges faced in real-world infectious disease forecasting. We first present methods for aggregating forecasts made at different spatial scales, where explicitly modeling the spatial dependency would be computationally prohibitive. We then extend the mechanistic model framework to create an operational forecasting model capable of handling real-world COVID-19 surveillance system issues. Finally, we propose a new framework for merging mechanistic and statistical approaches to infectious disease forecasting. This framework allows modelers to construct …

Accelerometer-Determined Physical Behavior Metrics And Their Associations With Sarcopenia Among Oldest-Old Adults, Eric M. Eberl

Masters Theses

INTRODUCTION: Sarcopenia is a loss of muscle function and muscle mass which frequently occurs among the oldest-old adult population (aged 85+ years). The analysis of accelerometer-determined physical behavior volumes and patterns of oldest-old adults might provide novel insights into the associations with sarcopenia and its components. METHODS: A total of 145 participants in the primary sample and 87 participants in the subsample with a mean age of 88.2 (2.5) years from the Health, Aging, and Body Composition study cohort provided cross-sectional data of handgrip strength, appendicular lean mass, gait speed, and accelerometry. Probable, confirmed, and severe sarcopenia were assessed based …

High-Dimensional Feature Selection And Multi-Level Causal Mediation Analysis With Applications To Human Aging And Cluster-Based Intervention Studies, Hachem Saddiki

Doctoral Dissertations

Many questions in public health and medicine are fundamentally causal in that our objective is to learn the effect of some exposure, randomized or not, on an outcome of interest. As a result, causal inference frameworks and methodologies have gained interest as a promising tool to reliably answer scientific questions. However, the tasks of identifying and efficiently estimating causal effects from observed data still pose significant challenges under complex data generating scenarios. We focus on (1) high-dimensional settings where the number of variables is orders of magnitude higher than the number of observations; and (2) multi-level settings, where study participants …

Sleep, Reproduction, And Pregnancy, Joshua R. Freeman

Doctoral Dissertations

Sleep, and particularly sleep timing, prior to conception may be important for reproductive and pregnancy health. Evidence of a biological mechanism relating sleep to reproductive health from laboratory studies suggests that sleep may influence the hypothalamic-pituitary-ovarian (HPO) axis. The role of sleep in the HPO axis may also impact many reproductive outcomes including reproductive hormones, ovulation, pregnancy, live birth, pregnancy loss, and adverse pregnancy outcomes. However, epidemiological evidence for associations between sleep, especially sleep timing, and these reproductive health endpoints is limited with most studies typically assessing shift work, and not sleep patterns directly. To address these gaps, we evaluated …

Mental Health And Adiposity: The Effects Of Racial Discrimination And Social Relationships, Nicole D. Fields

Doctoral Dissertations

Excess adiposity is associated with increased risk of cardiovascular disease, type 2 diabetes, and premature mortality. It is well-documented that Black women are disproportionately affected by excess adiposity. Research has focused on lifestyle factors, such as diet and physical activity, to explain the higher prevalence of obesity among Black women compared to white women; however, there is much less research on the association between psychological distress and adiposity, which may be important for understanding racial disparities. To date, no studies have examined the social context by which mental health and physical health are related. Black women in U.S. society live …

Policing And Health: Police Encounters As A Fundamental Cause Of Racial Health Disparities, Richard S. Carbonaro

Doctoral Dissertations

Structural racism has taken many forms throughout American history and to this day continues to drive social, economic, and health inequalities. Mass incarceration is a modern tool of social marginalization with well documented and deep-rooted racial inequalities. Research has continually shown that mass incarceration negatively impacts the health of disadvantaged communities. Even police stops, the most common and mundane form of criminal justice contact has been linked with deleterious health outcomes at the individual and community level. In this dissertation, I identify specific social and biological mechanisms connecting encounters with the police and health outcomes. In the first chapter, I …

Evaluating Public Masking Mandates On Covid-19 Growth Rates In U.S. States, Angus K. Wong

Masters Theses

U.S. state governments have implemented numerous policies to help mitigate the spread of COVID-19. While there is strong biological evidence supporting the wearing of face masks or coverings in public spaces, the impact of public masking policies remains unclear. We aimed to evaluate how early versus delayed implementation of state-level public masking orders impacted subsequent COVID-19 growth rates. We defined “early” implementation as having a state-level mandate in place before September 1, 2020, the approximate start of the school-year. We defined COVID-19 growth rates as the relative increase in confirmed cases 7, 14, 21, 30, 45, 60-days after September 1. …

Examining The Co-Infection Effects Of Helminths And Malaria In An Indonesian Community, Andrea Rodríguez-Sánchez

Masters Theses

Malaria is one of the most prevalent vector-borne infectious diseases with major morbidity and mortality in sub-Saharan Africa and Southeast Asia. Recent epidemiological studies have shown that co-occurrence of soil-transmitted helminth (STH) infections, or infection caused by parasitic worms, are associated with increased risk of malaria infection. However, studies of the association between STH and malaria, and the effect of antihelminth (deworming) treatments that are more commonly used in areas with high STH infection rates, are sparse. Therefore, we explored the relationship between STH and malaria infection in an Indonesian community (N=1997) with high prevalence of both STH and malaria …

Birthweight And Risk Of Autoimmune And Thyroid Conditions Within The Women’S Health Initiative, Brian C. Monahan

Masters Theses

Autoimmune and thyroid conditions account for a substantial proportion of the morbidity and mortality experienced in the United States, affecting >40 million Americans combined. Co-occurrence of both an autoimmune and thyroid condition is also likely, particularly among women. Epidemiologic studies on both sets of conditions have examined many risk factors, including demographic, lifestyle, genetic, and environmental risk factors. However, one area which has been neglected is the effect of early life exposures on the development of autoimmune and thyroid conditions. To investigate the potential association between an individual’s birth weight (by category;in uteroand early childhood, extending the hypothesis to include …

Sperm Mitochondrial Dna Biomarkers As A Measure Of Male Fecundity And Overall Sperm Quality, Allyson Rosati

Masters Theses

Introduction. Sperm parameter analysis is the standard method of male fecundity testing; however, minimal evidence supports associations between individual sperm parameters and reproductive outcomes. Our previous work shows strong associations between sperm mitochondrial DNA copy number (mtDNAcn) and time-to-pregnancy (TTP) in general populations, and between mtDNAcn and fertilization outcomes in clinical populations. Thus it is possible for sperm mtDNA biomarkers to act as summary measures of semen quality. In this study, we developed a sperm quality index (SQI) from semen parameters and compared its ability to measure fecundity to sperm mtDNAcn.

Methods. We received 384 semen samples from the Longitudinal …

Sexual Experiences And Association With Depression And Anxiety Among Sexual Minority Women, Brie Engelbrecht

Masters Theses

Depression and anxiety are among the most prevalent forms of mental illness in the U.S, affecting an estimated 18% of the population. Recent studies have shown that sexual minority women may undergo sexual experiences that affect their risk of anxiety and depression. However, prior studies of this association are sparse and have largely been conducted among sexual majorities and have yet to examine differences between vulnerable sexual orientation groups. Therefore, we evaluated the relationship between sexual experiences (i.e., sexual assertiveness, sexual self-efficacy, and outness) and anxiety and depression among young sexual minority women in a cross-sectional study (N=328) from the …

The Association Between Dengue Virus Infection And Liver And Kidney Function Among Cambodian Children, Ashley Moineau

Masters Theses

Severe liver and kidney dysfunction are prevalent in 10%-30% of the Southeast Asian population. Dengue virus infection has been reported as a modifiable risk factor for liver and kidney dysfunction, especially among children in Southeast Asia. Epidemiologic studies assessing this relationship are sparse, often failed to include children, and did not adjust for important covariates. Therefore, we evaluated the relationship between dengue virus infection and liver and kidney dysfunction among hospitalized children in Cambodia (n=551). Participants with a serologically confirmed dengue virus infection were categorized according to increasing severity of infection (i.e. dengue fever, dengue hemorrhagic fever, or dengue shock …

A Cross-Sectional Study Of Phthalate Exposure And Inflammation Biomarker Levels Among Postmenopausal Women, Avery Trim

Masters Theses

Phthalates are industrial chemicals added to plastics found in products such as children’s toys, cosmetics, and household items, and some laboratory studies suggest phthalates may increase levels of inflammation. Chronic inflammation is associated with many chronic health conditions, such as diabetes and rheumatoid arthritis. Although research is limited, recent studies suggest a strong positive relationship between mono-butyl phthalate (MBP), mono-isobutyl phthalate (MiBP), and monocarboxynonyl phthalate (MCNP) and c-reactive protein (CRP), as well as monoethyl phthalate (MEP) and mono-3-carboxypropyl phthalate (MCPP) and interleukin-6 (IL-6). Additionally, this relationship has not been examined among postmenopausal women, a population that is at higher risk …

Reproductive Factors And Postmenopausal Fsh Levels, Rebecca Costa

Masters Theses

Recent studies have shown that postmenopausal follicle stimulating hormone (FSH) levels may be predictive of future cardiovascular disease risk. However, little is known about postmenopausal FSH levels, including the level of variation between women and factors associated with this variation. We assessed the relationship of multiple reproductive factors with FSH levels among 588 postmenopausal women in the Kuopio Ischemic Heart Disease Risk Factor Study. Participants were aged 53 to 73 years and not using hormone therapy at baseline (1998-2001). Reproductive factors were assessed at baseline, along with FSH levels. After adjustment for sex steroids, adiposity measures, plasma lipids, blood pressure, …

Gestational Weight Gain, Offspring Asthma And Wheeze Phenotypes In Project Viva, Kathryn Wagner

Masters Theses

In the US, 8.4% of children are diagnosed with asthma by age 18, making asthma one of the most common chronic conditions among children. Additionally, 25% of children experience persistent wheezing by age 6, an indicator of childhood asthma. Both childhood asthma and persistent wheezing may be linked to inflammatory and immune mechanisms, which are associated with inadequate and excessive gestational weight gain. Studies investigating the relationship between gestational weight gain and offspring asthma and wheeze phenotypes are limited by self-reported gestational weight gain, early age at asthma and wheeze assessments, limited adjustment for potential confounders and no trimester-specific evaluations. …

A Computational Simulation Model For Predicting Infectious Disease Spread Using The Evolving Contact Network Algorithm, Buyannemekh Munkhbat

Masters Theses

Commonly used simulation models for predicting outbreaks of re-emerging infectious diseases (EIDs) take an individual-level or a population-level approach to modeling contact dynamics. These approaches are a trade-off between the ability to incorporate individual-level dynamics and computational efficiency. Agent-based network models (ABNM) use an individual-level approach by simulating the entire population and its contact structure, which increases the ability of adding detailed individual-level characteristics. However, as this method is computationally expensive, ABNMs use scaled-down versions of the full population, which are unsuitable for low prevalence diseases as the number of infected cases would become negligible during scaling-down. Compartmental models use …

Patient Sex And Physician Adherence To Treatment Guidelines For Non-Purulent Cellulitis, Rebecca Goldberg

Masters Theses

In 2015, participating US Emergency Departments (EDs) reported approximately 2.8 million visits related to skin and soft tissue infections (SSTIs). Studies indicate that there may be disparities by patient sex in physician treatment guideline adherence rates as a result of a gender bias during physician-patient interactions; however, only two epidemiologic studies have investigated the role of patient sex in guideline adherence rates for SSTIs. These prior studies were limited in size and covariate assessment. Thus, the magnitude and direction of the effect of patient sex is uncertain, warranting further research. Therefore, we conducted a large prospective study to elucidate the …