Digital Commons Network^™

Massachusetts Prevalence Of Opioid Use Disorder Estimation Revisited: Comparing A Bayesian Approach To Standard Capture-Recapture Methods, Jianing Wang, Nathan Doogan, Katherine L. Thompson, Dana Bernson, Daniel Feaster, Jennifer Villani, Redonna Chandler, Laura F. White, David Kline, Joshua A. Barocas

Statistics Faculty Publications

Background: The National Survey on Drug Use and Health (NSDUH) estimated the prevalence of opioid use disorder (OUD) among the civilian, noninstitutionalized people aged 12 years or older in Massachusetts as 1.2% between 2015 and 2017. Accurate estimation of the prevalence of OUD is critical to the success of treatment and resource planning. Various indirect estimation approaches have been used but are subject to data availability and infrastructure-related issues.

Methods: We used 2015 data from the Massachusetts Public Health Data Warehouse (PHD) to compare the results of two approaches to estimating OUD prevalence in the Massachusetts population. First, we used …

Overlooked Sex And Gender Aspects Of Emerging Infectious Disease Outbreaks: Lessons Learned From Covid-19 To Move Towards Health Equity In Pandemic Response, Lynn Lieberman Lawry, Roberta Lugo-Robles, Vicki Mciver

Journal Articles: Epidemiology

Sex and gender issues are especially important in emerging infectious diseases (EIDs) but are routinely overlooked despite data and practice. Each of these have an effect either directly, via the effects on vulnerability to infectious diseases, exposures to infectious pathogens, and responses to illness, and indirectly through effects on disease prevention and control programs. The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), the viral agent of coronavirus disease 2019 (COVID-19) has underscored the importance of understanding the sex and gender impacts on pandemics. This review takes a broader looks at how sex and gender impact vulnerability, exposure risk, and treatment and …

Nonsystematic Reporting Biases Of The Sars-Cov-2 Variant Mu Could Impact Our Understanding Of The Epidemiological Dynamics Of Emerging Variants, Mary E. Petrone, Carolina Lucas, Bridget Menasche, Mallery I. Breban, Inci Yildirim, Melissa Campbell, Saad B. Omer, Edward C. Holmes, Albert I. Ko, Nathan D. Grubaugh, Akiko Iwasaki, Craig B. Wilen, Chantal B. F. Vogels, Joseph R. Fauver

Journal Articles: Epidemiology

Developing a timely and effective response to emerging SARS-CoV-2 variants of concern (VOCs) is of paramount public health importance. Global health surveillance does not rely on genomic data alone to identify concerning variants when they emerge. Instead, methods that utilize genomic data to estimate the epidemiological dynamics of emerging lineages have the potential to serve as an early warning system. However, these methods assume that genomic data are uniformly reported across circulating lineages. In this study, we analyze differences in reporting delays among SARS-CoV-2 VOCs as a plausible explanation for the timing of the global response to the former VOC …

An Epidemiological Synthesis Of Emerging And Re-Emerging Zoonotic Disease Threats In Cameroon, 2000-2022: A Systematic Review, Nancy B. Tahmo, Frankline Sevidzem Wirsiy, Dum-Buo Nnamdi, Marcel Tongo, James V. Lawler, M. Jana Broadhurst, Charles S. Wondji, David Brett-Major

Journal Articles: Epidemiology

INTRODUCTION: Population factors such as urbanization, socio-economic, and environmental factors are driving forces for emerging/re-emerging zoonotic diseases in Cameroon. To inform preparedness and prioritization efforts, this study mapped out epidemiological data (including prevalence) of zoonotic diseases occurring in Cameroon between 2000 and 2022 by demographic factors.

METHODS: Following the PRISMA guidelines, a protocol was registered in the PROSPERO database (CRD42022333059). Independent reviewers searched the PubMed, Embase, CINAHL, Cochrane, and Scopus databases on May 30, 2022 for relevant articles; duplicates were removed, and the titles, abstracts, and full texts were screened to identify eligible articles.

RESULTS: Out of 4142 articles identified, …

The Geographic Pattern And Socioecological Factors Of Helicobacter Pylori Infections In The United States, Judith Ann Merryweather

Walden Dissertations and Doctoral Studies

AbstractHelicobacter pylori (H. pylori) is one of the most common human pathogens and may play a role in the development of several distinct diseases, which include gastric ulcer, duodenal ulcer, and gastric cancer. Studying geographic territories of the United States may reveal clusters with high rates of H. pylori infection and perhaps the prevalence of gastric cancer; however, geographic mapping of patterns in the United States is scarce. The purpose of this study was to investigate changes in H pylori infection patterns in the United States between two different time points (2000–2002 and 2016–2018). The primary hypotheses of this study …

Evaluation Of Recovery Level And Surgical Site Infection For Hip Replacement Surgeries, Misha Foster

Walden Dissertations and Doctoral Studies

Surgical site infection (SSI) is one of the most common healthcare associated infections and is a major cause of morbidity and mortality. Existing studies have focused primarily on perioperative intervention strategies to reduce infection risks following total joint replacement (TJA) procedures. However, postoperative (post-op) SSI risk factors may account for a significant percentage of hospital readmissions due to infections at the surgical site. Therefore, the purpose of this study was to examine the association between post-op recovery level and SSI among patients who underwent primary hip arthroplasty procedures. Using the social ecological model, which conceptualizes health broadly and focuses on …

Sleep Aid Use During Early Pregnancy And The Risk Of Birth Defects, Meredith M. Howley

Legacy Theses & Dissertations (2009 - 2024)

This dissertation examines the validity of maternal self-reported medication exposures and then explores the associations between self-reported sleep aid use, including zolpidem specifically, and birth defects using data from three population-based case-control studies conducted within the United States. The first aim of this dissertation was to explore agreement between two sources of prescription medication use in early pregnancy: medical records and self-reported interview data from the Birth Defects Study To Evaluate Pregnancy exposureS (BD-STEPS). We observed that agreement of prescription data between self-report and medical records varies by whether the medication is used chronically or episodically. While self-reported medication information …

Maternal Exposure Of Perfluoroalkyl Substances (Pfas) During Pregnancy And Wheeze In Children : The Upstate Kids Study, Faria Sharmin

Legacy Theses & Dissertations (2009 - 2024)

Background: Prenatal exposure to perfluoroalkyl substances (PFASs), a group of persistent environmental chemicals with endocrine disrupting abilities, has been associated with immunomodulation and may contribute to the etiology of asthma in young children. The need for research and additional prospective analysis clearly exists to measure the impact of the chemicals (PFAS) on child wheeze or asthma. We used newborn dried blood spots to quantify two PFAS and their associations with infant wheeze in the Upstate KIDS population.Methods: We measured, perfluoro octane - sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) in 2071 singleton and 1040 twin infants born to mothers in …

Examining The Association Between Childhood Adversity And Later Life Cardiometabolic Diseases, Shreya Shrinivas

Legacy Theses & Dissertations (2009 - 2024)

ACEs stands for Adverse Childhood Experiences, which are traumatic or stressful events that occur in childhood before the age of 18 (Wisner, 2022). These experiences can include physical, emotional, or sexual abuse; neglect; household dysfunction, such as parental separation, domestic violence, substance abuse, or incarceration; or exposure to community violence, racism, or discrimination. Research has shown that individuals who experience ACEs are at a higher risk for developing chronic diseases such as heart disease, diabetes, cancer, and mental health disorders later in life (Felitti, 2002). This is because ACEs can cause toxic stress, which is chronic activation of the stress …

Public Health Interventions Guided By Houston’S Wastewater Surveillance Program During The Covid-19 Pandemic, Loren Hopkins, Katherine B Ensor, Lauren Stadler, Catherine D Johnson, Rebecca Schneider, Kaavya Domakonda, James J Mccarthy, Edward J Septimus, David Persse, Stephen L Williams

Faculty, Staff and Student Publications

Since the start of the COVID-19 pandemic, wastewater surveillance has emerged as a powerful tool used by public health authorities to track SARS-CoV-2 infections in communities. In May 2020, the Houston Health Department began working with a coalition of municipal and academic partners to develop a wastewater monitoring and reporting system for the city of Houston, Texas. Data collected from the system are integrated with other COVID-19 surveillance data and communicated through different channels to local authorities and the general public. This information is used to shape policies and inform actions to mitigate and prevent the spread of COVID-19 at …

Age, Race/Hispanic Origin, And Covid-19 Mortality Among Sickle Cell Disease Patients In The United States, Joe Lamont Ndula

Walden Dissertations and Doctoral Studies

The COVID-19 pandemic remains a global health challenge, with 6.7 million deaths worldwide as of January 2023. It has illuminated the health iniquities in underserved communities and populations like those with sickle cell disease (SCD). Researchers have associated the COVID-19 outcome among SCD patients in other regions of the globe. The purpose of this retrospective cross-sectional observational study was to investigate the relationship between age, race/Hispanic origin, and COVID-19 mortality among persons with SCD in the United States from January 2020 to March 2021. The Krieger ecosocial theory of disease distribution framed the study. Data were drawn from an existing …

Relationship Between Homelessness, Substance Use, Employment, Living On A Reservation And Tuberculosis Among Northern Plains Native Americans, Darla Mccloskey

Walden Dissertations and Doctoral Studies

Native Americans in the Northern Plains have a long history of tuberculosis (TB) infections. There is limited research on the causes of latent TB infections (LTBI) and TB in this population. The purpose of this quantitative study was to assess the relationship between latent TB and factors of homelessness, substance use, employment, living on a reservation, and active or latent TB among this population using the eco-social theory as the theoretical framework. Data from 146 TB cases of Native Americans living in the Northern Plains and diagnosed with TB from 1999 to 2019 were analyzed using chi-square tests that showed …

The Relationship Between Chlamydia, Gonorrhea, Syphilis And Race, Gender, And Age, Johnny James Mcgrew

Walden Dissertations and Doctoral Studies

The purpose of this quantitative correlational design using secondary data from Colorado Department of Public Health and Environment was to examine the relationship between different types of sexually transmitted infections (STIs), specifically, chlamydia, gonorrhea, and syphilis, and race, gender, and age in the United States. This study is significant because it could assist medical personnel to focus on more personally-based STI treatments. This study could also lead to a call for more research regarding sexual health programs across the nation, individuals’ willingness to share personal information regarding STIs, and how sexual health programs could increase testing for STIs. The study …

A Systematic Review To Study The Global Patterns And Policies Of Hiv Harm Reduction Programs And Their Impact Among People Who Inject Drugs, Noura Shaltout, Rania Soliman, Lamia Refaey, Rim Ghazal, Mirna Atteya, Nahla Elmedany

Papers, Posters, and Presentations

Aim: This study aims to provide an updated estimate of HIV prevalence among people who inject drugs (PWID) globally, as well as investigate different policies and methods for applying harm reduction. This article focuses on the two major and the most frequently used harm reduction techniques, Syringe-Service Programs (SSPs) and Opioid Agonist Therapy (OAT). Methods: A comprehensive systematic review was undertaken across multiple international databases during the period of (August-December 2021). For studies conducted before 2005, we used data from a previous published systematic review. Thirty-six studies were included, including studies that had performed HIV testing and had a confirmed …

An Association Of The Transgenerational Implications Of Redlining And Obesity On Pediatric Type Ii Diabetes, Carlin Dexter Nelson

Walden Dissertations and Doctoral Studies

s the prevalence and incidence of childhood obesity has increased, so has the number of cases of pediatric Type 2 diabetes mellitus (T2DM). Although made unconstitutional in 1968, the transgenerational implications of redlining can be observed in disinvestments resulting in neighborhood detraction. Utilizing the 2019–2020 National Children’s Health Survey, the purpose of the study was to evaluate the relationship between obesity, T2DM, and neighborhood detraction elements as well as assessed indicators of T2DM in non-institutionalized children 6 through17 years of age (N = 34,725). The social determinants of health perspective served as the conceptual framework for the study. Results indicated …

Striving For Appropriate Antibiotic Use: A Biomarker Initiative, And Outcomes Associated With Azithromycin Exposure, Amanda Gusovsky

Theses and Dissertations--Pharmacy

The introduction of antibiotics into clinical practice is considered the greatest medical breakthrough of the 20^thcentury. However, the use of antibiotics can contribute to the development of resistance. In the United States (U.S.), approximately 2.8 million people are infected with antibiotic-resistant bacteria each year, and more than 35,000 people die as a result. Moreover, some antibiotics are known to cause cardiac side effects including QT prolongation, hypotension, and ventricular arrythmias. The U.S. Centers for Disease Control and Prevention (CDC) defines appropriate antibiotic use as the effort to use “the right antibiotic, at the right dose, for the right …

The Effect Of Land-Cover/Land-Use And Habitat Fragmentation On Spatial Patterns Of Lyme Disease In The Eastern United States, Maria Elizabeth Topmiller

Theses and Dissertations--Forestry and Natural Resources

Lyme disease has been of national concern for the past few decades. As our understanding of the role of landscape structure in epidemiology expands, it is essential to apply the principles of landscape ecology to the research of vector-borne and zoonotic disease. This study examined the strength of the relationship between land-cover class, degree of habitat fragmentation and county-level Lyme disease cases. Forest, agricultural, and urban land cover types were the categories of interest, while percent cover, edge density, and patch density were the landscape metric used to measure habitat amount and fragmentation. The general linear trends were modelled with …

Modeling Behavior And Vaccine Hesitancy For Predicting Daily Vaccination Inoculations Using Trends, Case, Death, And Twitter Sentiment Data, Talal Daghriri

Electronic Theses and Dissertations, 2020-2023

Over the past 100 years, epidemiological models have evolved to incorporate greater facets of the process. With the advent of social networking, massive computational power, population sentiment analysis can now be added to the epidemiological modeling process. Sentiment analysis is greater understanding of the fears, uncertainties, motivation, and trends of the public with respect to vaccination and associated events. Lack of public confidence in the efficacy of models, safety of vaccines, and appropriateness of policies confounds vaccine inoculation prediction. Sentiment analysis of social media is a seminal technique that accesses shared users' contents and tweets on the Twitter platform for …

Nasal Host Response-Based Screening For Undiagnosed Respiratory Viruses: A Pathogen Surveillance And Detection Study, Nagarjuna R. Cheemarla, Amelia Hanron, Joseph R. Fauver, Jason Bishai, Timothy A. Watkins, Anderson F. Brito, Dejian Zhao, Tara Alpert, Chantal B. F. Vogels, Albert I. Ko, Wade L. Schulz, Marie L. Landry, Nathan D. Grubaugh, David Van Dijk, Ellen F. Foxman

Journal Articles: Epidemiology

BACKGROUND: Symptomatic patients who test negative for common viruses are an important possible source of unrecognised or emerging pathogens, but metagenomic sequencing of all samples is inefficient because of the low likelihood of finding a pathogen in any given sample. We aimed to determine whether nasopharyngeal CXCL10 screening could be used as a strategy to enrich for samples containing undiagnosed viruses.

METHODS: In this pathogen surveillance and detection study, we measured CXCL10 concentrations from nasopharyngeal swabs from patients in the Yale New Haven health-care system, which had been tested at the Yale New Haven Hospital Clinical Virology Laboratory (New Haven, …

Policies For Expanding Hepatitis C Testing And Treatment In United States Prisons And Jails, Tessa Bialek, Dr. Matthew J. Akiyama M.D.

University of Michigan Journal of Law Reform

Hepatitis C virus (HCV) is highly prevalent in United States prisons and jails. In prisons and jails, rates of infection are ten to twenty times greater than national levels. And, more than thirty percent of all people living with HCV in the United States will spend time in prisons and jails in any given year. Rates are especially high among people who inject drugs (PWID), a population whose members are also likely to move between carceral settings and the community. Thus, addressing HCV among incarcerated populations would have a significant effect on the virus’s transmission both in and out of …

Optimizing Sample Collection And Data Interpretation For Effective Wastewater-Based Epidemiology In Combined Sewer Systems, Christopher Allen Anderson

Graduate Theses, Dissertations, and Problem Reports (ETD)

COVID-19 has spurred growth in the science surrounding wastewater-based epidemiology (WBE) pertaining to the detection of severe acute respiratory virus 2 (SARS-CoV-2) in waste streams as an early warning signal for public health. However, the highly variable wastewater environment has made it difficult to standardize an approach for sampling and analysis, especially in locations using combined sewer infrastructure. This study addresses knowledge gaps of WBE via three specific aims: (1) to compare diurnal fluctuations of SARS-CoV-2 and the human fecal indicator, pepper mild mottle virus (PMMoV) in wastewater treatment plant (WWTP) influent samples collected during dry versus wet weather conditions; …

Angiopoietin-Like4 Is A Novel Marker Of Covid-19 Severity, Pavan K. Bhatraju, Eric D. Morrell, Ian B. Stanaway, Neha A. Sathe, Avantika Srivastava, Radu Postelnicu, Richard Green, Adair Andrews, Martin Gonzalez, Christopher J. Kratochvil, Vishakha K. Kumar, Tien-Ying Hsiang, Michael Gale, George L. Anesi, David Wyles, M. Jana Broadhurst, David Brett-Major, Vikramjit Mukherjee, Jonathan E. Sevransky, Douglas Landsittel, Chi Hung, William A Altemeier, Sina A. Gharib, Timothy M. Uyeki, J. Perren Cobb, Janice M. Liebler, David R. Crosslin, Gail P. Jarvik, Leopoldo N. Segal, Laura Evans, Carmen Mikacenic, Mark M. Wurfel

Journal Articles: Epidemiology

IMPORTANCE: Vascular dysfunction and capillary leak are common in critically ill COVID-19 patients, but identification of endothelial pathways involved in COVID-19 pathogenesis has been limited. Angiopoietin-like 4 (ANGPTL4) is a protein secreted in response to hypoxic and nutrient-poor conditions that has a variety of biological effects including vascular injury and capillary leak.

OBJECTIVES: To assess the role of ANGPTL4 in COVID-19-related outcomes.

DESIGN SETTING AND PARTICIPANTS: Two hundred twenty-five COVID-19 ICU patients were enrolled from April 2020 to May 2021 in a prospective, multicenter cohort study from three different medical centers, University of Washington, University of Southern California and New …

Health Misinformation During Epidemiological Crises, Bethany Stefan, Alexis L. Emich, Katrina R. Lamp

Williams Honors College, Honors Research Projects

Health misinformation is more prevalent than ever in the modern age and poses serious risks for those who believe it. Medical fallacies can become especially harmful during periods of widespread disease when the misinformed respond in ways that increase threats to public health. The purpose of this systematic review is to describe and critically appraise the evidence about how health misinformation during endemics and pandemics can influence behaviors and responses, as well as the implications of interventions affecting these behaviors. A systematic search of the literature with inclusion/exclusion criteria using CINAHL Plus with Full Text, MEDLINE, and PsychINFO resulted in …

Anxiety Risk Factors And Social Isolation Among Young Adults, Jennifer Clancy

Walden Dissertations and Doctoral Studies

The COVID-19 pandemic is a public health concern that impacted the world. Increased feelings of loneliness and social isolation during the pandemic were reported to be associated with those seeking help for symptoms of anxiety and depression. Though symptoms of anxiety have been associated with social isolation, research is limited on the association between the anxiety risk factors and social isolation among young adults in the United States. Using the socioecological model, the association between social isolation (dependent variable) with financial stress, health anxiety, and perceived impact of COVID-19 (independent variable), and the influence of gender, race, and household status …

The Effect Of An Educational Handout On Knowledge, Awareness And Attitudes Of Pre-Exposure Prophylaxis (Prep) Among Participants At A Needle And Syringe Exchange Site, Mckenzie Buckel

DNP Projects

Background: In 2018, the total number of HIV cases in the United States was 1.2 million. Almost 186,500 of these cases were attributed to intravenous drug use. With the adherence to pre-exposure prophylaxis (PrEP) there is approximately a 49% decrease in the rates of HIV among people who inject drugs and the most significant barrier to PrEP among this population is a lack of awareness and knowledge.

Objective: The purpose of this study was to determine participants’ of a needle and syringe exchange site knowledge, awareness and attitudes of PrEP after reviewing an educational handout about PrEP.

Methods: A quasi …

Dynamic Patterns And Modelling Of Covid-19 Early Transmission By Dynamic Mode Decomposition, Dehong Fang, Lei Guo, M. Courtney Hughes, Jifu Tan

Faculty Articles, Papers, and Other Scholarship

Introduction

Understanding the transmission patterns and dynamics of COVID-19 is critical to effective monitoring, intervention, and control for future pandemics. The aim of this study was to investigate the spatial and temporal characteristics of COVID-19 transmission during the early stage of the outbreak in the US, with the goal of informing future responses to similar outbreaks.

Methods

We used dynamic mode decomposition (DMD) and national data on COVID-19 cases (April 6, 2020–October 9, 2020) to model the spread of COVID-19 in the US as a dynamic system. DMD can decompose the complex evolution of disease cases into linear combinations of …

A Comparison By Ethnicity Of Usage Of Medication, Intubation Use, And Mortality Rates Of Covid-19 Patients In An Urban Hospital, Howard Rubin Baruch

Walden Dissertations and Doctoral Studies

Evidence from an urban hospital initially revealed that ethnicity had no bearing on treatment modalities or mortality among patients admitted and diagnosed with COVID-19 symptoms from January 1, 2020 to January 1, 2021. The purpose of this study was focused on answering three principal research questions concerning evidence at one hospital of differences in medication used, whether intubation was used, and mortality by ethnicity for those treated for COVID-19 while controlling for age, gender, and co-morbidities. The health belief model served as the theoretical framework. Data was collected from 1188 patient charts, and binary logistic regression was used to test …

Examination Of The Association Between Poverty, Income, And Education Levels On Tuberculosis Prevalence In Nigeria: Rural Niger Delta Case Study, Nwinmene George Zarakpege

Walden Dissertations and Doctoral Studies

Despite the global decline in tuberculosis (TB) cases, the prevalence of TB in rural populations in Nigeria is rising. To date, poverty and low educational levels continue to affect treatment and other prevention strategies to eradicate the disease. The purpose of this cross-sectional study was to assess the association between poverty, educational levels, household structure and vaccination status on TB prevalence in rural Niger Delta, Nigeria. The theoretical framework for this study was the socio-ecological model. Data were obtained from residents of rural Niger Delta in Nigeria attending a teaching hospital in southern Nigeria. The relationship between the stated demographic …

Laboratory Practices And Antimicrobial Resistance In A Florida Hospital, Crispina Marie Sy-Trias

Walden Dissertations and Doctoral Studies

Antibiotic resistance is a health threat affecting millions of Americans. Microorganisms develop resistance to antibiotics, rendering them useless for treating infections. The purpose of this quantitative study was to assess the associations between sample processing time and antibiotic resistance and is based on the health belief model. A retrospective specimen tracking activity of data from November 2019 to November 2020 was obtained by random sampling of 246 bacterial cultures. One hundred ninety-six (80%) samples were processed on time, and 50 (20%) were delayed; 167 (68%) samples were determined to have the presence of antimicrobial resistance (AMR), and 79 (32%) with …

Risk Factors Influencing Poliomyelitis Seroprevalence In Polio High Risk Areas Of Afghanistan, Wasan Abdulaziz Al-Tamimi

Walden Dissertations and Doctoral Studies

Afghanistan is one of the remaining polio endemic countries in the world. Nearly one million children under 5 years of age have missed polio vaccination in Afghanistan from May 2018 until January 2021. This quantitative study used the socioecological model as the theoretical framework and secondary data analysis of the 2020 polio serosurvey (N = 1384) to investigate various risk factors such as gender, parental education, family origin (language/location), wealth, distance to nearest health facility, and number of polio vaccine doses on the level of antibodies (i.e., seroprevalence) against all three types of polioviruses in children of two age groups, …