Epidemiology Commons^™

The Daily Patterns Of Emergency Medical Events, Mary Elizabeth Helander, Margaret K. Formica, Dessa K. Bergen-Cico

Social Science - All Scholarship

This study examines population level daily patterns of time-stamped emergency medical service (EMS) dispatches to establish their situational predictability. Using visualization, sinusoidal regression, and statistical tests to compare empirical cumulative distributions, we analyzed 311,848,450 emergency medical call records from the U.S. National Emergency Medical Services Information System (NEMSIS) for years 2010 through 2022. The analysis revealed a robust daily pattern in the hourly distribution of distress calls across 33 major categories of medical emergency dispatch types. Sinusoidal regression coefficients for all types were statistically significant, mostly at the p < 0.0001 level. The coefficient of determination ($R^2$) ranged from 0.84 and 0.99 for all models, with most falling in the 0.94 to 0.99 range. The common sinusoidal pattern, peaking in mid-afternoon, demonstrates that all major categories of medical emergency dispatch types appear to be influenced by an underlying daily rhythm that is aligned with daylight hours and common sleep/wake cycles. A comparison of results with previous landmark studies revealed new and contrasting EMS patterns for several long-established peak occurrence hours--specifically for chest pain, heart problems, stroke, convulsions and seizures, and sudden cardiac arrest/death. Upon closer examination, we also found that heart attacks, diagnosed by paramedics in the field via 12-lead cardiac monitoring, followed the identified common daily pattern of a mid-afternoon peak, departing from prior generally accepted morning tendencies. Extended analysis revealed that the normative pattern prevailed across the NEMSIS data when re-organized to consider monthly, seasonal, daylight-savings vs civil time, and pre-/post- COVID-19 periods. The predictable daily EMS patterns provide impetus for more research that links daily variation with causal risk and protective factors. Our methods are straightforward and presented with detail to provide accessible and replicable implementation for researchers and practitioners.

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 …

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 …

Nutrient Pollution And Chlorophyll-A As A Precursor To Harmful Algal Blooms And Cyanotoxins In Rehabilitated Machado Lake, California, Michael E. Shiang

Walden Dissertations and Doctoral Studies

Algal blooms result in the formation of cyanotoxic conditions in a freshwater lake causing severe detrimental impacts to community and public health. Nitrogen, phosphorous, and ammonia stimulate the growth of phytoplankton biomass and algae, as measured by chlorophyll. This retrospective quantitative research study, grounded in the socioecological model, examined the relationship between nutrient pollutants and chlorophyll-a (Chl-a) that forecast harmful algal blooms, a precursor to cyanotoxins. A former impaired lake, Machado Lake in California, provided an ideal setting to assess relationships among nutrient indicators and Chl-a post-lake rehabilitation. Correlation and multiple regression analyses were performed to determine if a relationship …

Association Between Antidepressant Adherence And Major Depressive Disorder Complications, Philip Lisinge

Walden Dissertations and Doctoral Studies

Despite evidence that antidepressants are more effective at treating major depressive disorder (MDD) symptoms, there is growing evidence that MDD management is still hampered by nonadherence to antidepressant treatment regimens. Researchers have suggested that MDD, if untreated, might lead to MDD-related complications, but other researchers have argued that adherence to antidepressants can lead to these same MDD-related complications. This quantitative cross-sectional study used primary data collected from 298 volunteers to examine the association between MDD-related complications and antidepressant adherence to clarify these diverging opinions. The study’s objective was to provide evidence to accept or reject the premise that antidepressant adherence …

Food Environment As A Moderator In The Relationship Between Ultra-Processed Food Intake And Mortality In The United States, Brandon Jerod Grandy

Walden Dissertations and Doctoral Studies

According to recent studies, the consumption of ultra-processed food is a major issue that leads to fatal outcomes within the United States, which is relevant because this type of food has become more accessible over the years. Using data from the National Health And Nutrition Examination Survey III (NHANES III), previous researchers found that frequent consumption of ultra-processed foods was associated with greater chances of all-cause mortality in U.S. adults, but little research has focused on factors that can impact ultra-processed food consumption, such as food environment. The purpose of this quantitative longitudinal study was to examine the effect of …

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 …

Genetic And Pharmacogenetics Associations Of Cancer Disparities In Appalachia, Nan Lin

Theses and Dissertations--Pharmacy

Individuals residing in Appalachian regions have significant health disparities, including higher cancer incidence and mortality rates. Previous studies have addressed the impact of socioeconomic status and environmental risk factors on Appalachia cancer disparities, while few studies have evaluated genetic risk factors.

Germline whole exome sequencing samples from 7,078 individuals with cancer (759 Appalachians) were evaluated. Demographics and relatedness were assessed using KING. Ethnicity was verified by principal component analysis using TRACE, which included 6,034 individuals (85%) of European genetic ancestry. After QC filtering, 5,980 individuals were analyzed. To assess the overall predisposition of hereditary disease, gene level frequency of likely …

Studies Of Polypharmacy And Medication Therapy Management In Population-Based Cohorts, Ximena A. Oyarzun Gonzalez

Theses and Dissertations--Epidemiology and Biostatistics

According to the United States Census Bureau, 16.8% of the population was 65 years and older in 2021, and it is expected that by 2060 that number will increase to about 30% (about 114 million people). Aging is associated with physiological changes in all systems of the body. These changes impact the pharmacodynamics and pharmacokinetic characteristics of drugs. Furthermore, older adults usually have several chronic conditions, which increases their exposure to medications. Increased vulnerability combined with increasing exposure puts elderly people at higher risk for drug interactions and adverse events.

Charlesworth et al. (2014) found that the prevalence of polypharmacy, …

Evaluating The Impact Of Mental Health Needs And Services Disruption: Covid-19 & Wisconsin Children’S Welfare Services, Gavin Rienne

Theses and Dissertations--Epidemiology and Biostatistics

Children’s traumatic experiences have lifelong impacts on their mental health and quality of life, therefore mental health services are a critical part of necessary community resources. The increased frequency and severity of natural disasters such as hurricanes, tornadoes, and pandemics reinforces the need to examine and understand the importance of mental health and child services in response to disaster events. This research assesses the relationship between disasters and subsequent health service utilization amongst children and adolescents. We investigated current research on the relationship between children’s mental health and community mental health resource efficacy and accessibility after a major disaster by …

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 …

Covidanno, Covid-19 Annotation In Human, Yuzhou Feng, Mengyuan Yang, Zhiwei Fan, Weiling Zhao, Pora Kim, Xiaobo Zhou

Faculty, Staff and Student Publications

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the etiologic agent of coronavirus disease 19 (COVID-19), has caused a global health crisis. Despite ongoing efforts to treat patients, there is no universal prevention or cure available. One of the feasible approaches will be identifying the key genes from SARS-CoV-2-infected cells. SARS-CoV-2-infected in vitro model, allows easy control of the experimental conditions, obtaining reproducible results, and monitoring of infection progression. Currently, accumulating RNA-seq data from SARS-CoV-2 in vitro models urgently needs systematic translation and interpretation. To fill this gap, we built COVIDanno, COVID-19 annotation in humans, available at http://biomedbdc.wchscu.cn/COVIDanno/. The aim …

Marineepi: A Gui-Based Matlab Toolbox To Simulate Marine Pathogen Transmission, Gorka Bidegain, Tal Ben-Horin, Eric N. Powell, John M. Klinck, Eileen E. Hofmann

CCPO Publications

The Graphical User Interface (GUI) MarineEpi is presented as a Matlab toolbox for easily (i) constructing disease transmission models for different marine host-pathogen systems, (ii) running simulations by specifying initial conditions and model parameters, and (iii) interpreting the resulting time series of the host and pathogen population dynamics. MarineEpi users can generate models for systems in which pathogen transmission occurs through contact with infected individuals (SI), contact with dead infected individuals (SID), contact with environmental pathogens released by infected individuals (SIP), and contact with environmental pathogens released by dead infected individuals (SIPD). MarineEpi is a freely available GUI that provides …

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, …

Factors Associated With Delaying Medical Care: Cross-Sectional Study Of Nebraska Adults, Kendra Ratnapradipa, Snehal Jadhav, Josiane Kabayundo, Hongmei Wang, Lisa C. Smith

Journal Articles: Epidemiology

BACKGROUND: Delayed medical care may result in adverse health outcomes and increased cost. Our purpose was to identify factors associated with delayed medical care in a primarily rural state.

METHODS: Using a stratified random sample of 5,300 Nebraska households, we conducted a cross-sectional mailed survey with online response option (27 October 2020 to 8 March 2021) in English and Spanish. Multiple logistic regression models calculated adjusted odds ratios (aOR) and 95% confidence intervals.

RESULTS: The overall response rate was 20.8% (n = 1,101). Approximately 37.8% of Nebraskans ever delayed healthcare (cost-related 29.7%, transportation-related 3.7%), with 22.7% delaying care in the …

Rural–Urban Otolaryngologic Observational Workforce Analysis: The State Of Nebraska, Frantzlee Lacrete, Kendra Ratnapradipa, Kristy Carlson, Elizabeth Lyden, Jayme Dowdall

Journal Articles: Epidemiology

Objective

To analyze the rural–urban access to otolaryngology (OHNS) care within the state of Nebraska.

Design

Cross-sectional study.

Methods

Counties in Nebraska were categorized into rural versus urban status based upon the 2013 National Center for Health Statistics urban–rural classification scheme with I indicating most urban and VI indicating most rural. The information on otolaryngologists was gathered utilizing the Health Professions Tracking System. Otolaryngologists were categorized based on the county of their primary and outreach clinic location(s). Travel burden was estimated using census tract centroid distance to the nearest clinic location, aggregated to county using weighted population means to determine …

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 …

Associations Of Stress, Health Behaviors, And Obesity Among African American Immigrants, Wole David Akinsola

Walden Dissertations and Doctoral Studies

AbstractObesity has been identified as a predisposing factor that poses a serious threat for the development of chronic diseases and contributes to health disparities affecting both minority and vulnerable populations. Though previous studies reported the association of stress with health status and behavior, there is little or no research on the heterogeneity of obesity predictors in specific minority populations in the United States. The purpose of this study was to examine the predictors of obesity among adult African American immigrant populations in the United States. Studying obesity in this population may help policymakers tailor interventions that could reduce obesity prevalence. …