Clinical Epidemiology Commons^™

The Role Of Mathematical Modeling In Designing And Evaluating Antimicrobial Stewardship Programs, Lester Caudill, Joanna R. Wares

Department of Math & Statistics Faculty Publications

Antimicrobial agent effectiveness continues to be threatened by the rise and spread of pathogen strains that exhibit drug resistance. This challenge is most acute in healthcare facilities where the well-established connection between resistance and sub-optimal antimicrobial use has prompted the creation of antimicrobial stewardship programs (ASPs). Mathematical models offer tremendous potential for serving as an alternative to controlled human experimentation for assessing the effectiveness of ASPs. Models can simulate controlled randomized experiments between groups of virtual patients, some treated with the ASP measure under investigation, and some without. By removing the limitations inherent in human experimentation, including health risks, study …

Detroit Health Department: Lead Report 2016, Abdul El-Sayed, Alex B. Hill, Haifa Haroon

Urban Studies and Planning Faculty Research Publications

The Epidemiology team at the Detroit Health Department rigorously stress- tested Detroit’s lead numbers. The findings suggest a true decline in EBLL levels rather than a decrease in lead testing or a change in the characteristics of the children who are being tested.

Expression Of Complement And Toll-Like Receptor Pathway Genes Is Associated With Malaria Severity In Mali: A Pilot Case Control Study, Rafal S. Sobota, Antoine Dara, Jessica E. Manning, Amadou Niangaly

Dartmouth Scholarship

Background: The host response to infection by Plasmodium falciparum, the parasite most often responsible for severe malaria, ranges from asymptomatic parasitaemia to death. The clinical trajectory of malaria is influenced by host genetics and parasite load, but the factors determining why some infections produce uncomplicated malaria and some proceed to severe disease remain incompletely understood.

Methods: To identify molecular markers of severe falciparum malaria, human gene expression patterns were compared between children aged 6 months to 5 years with severe and uncomplicated malaria who were enrolled in a case–control study in Bandiagara, Mali. Microarrays were used to obtain expression …

Defining Quality In Medical Practice, Nicholas E. Boggs

Clinical Research in Practice: The Journal of Team Hippocrates

We need physicians who are willing to participate in creating the standard of care, and to hold insurance companies accountable for real evidence-based quality markers. Only then will patients receive adequate care and we as educators in medicine be able to adequately teach the next generation of physicians.

A Model For Hiv Disclosure Of A Parent's And/Or A Child's Illness, Gary J. Burkholder Jr, Grace Gachanja

Walden Faculty and Staff Publications

HIV prevalence in Kenya remains steady at 5.6% for adults 15 years and older, and 0.9% among children aged below 14 years. Parents and children are known to practice unprotected sex, which has implications for continued HIV spread within the country. Additionally, due to increased accessibility of antiretroviral therapy, more HIV-positive persons are living longer. Therefore, the need for HIV disclosure of a parent's and/or a child's HIV status within the country will continue for years to come. We conducted a qualitative phenomenological study to understand the entire process of disclosure from the time of initial HIV diagnosis of an …

Racial Disparities In Outcomes Following Kidney Transplantation: A Single-Center Experience, Vani Nilakantan, Maharaj Singh, Ruth M. Perez, Yang Shi, Ahmed Dalmar, Brittany T. Last, Ajay Sahajpal

Journal of Patient-Centered Research and Reviews

Purpose

Kidney transplantation remains the best treatment option for end-stage renal disease. However, despite overall improvements in patient and graft survival rates after kidney transplantation, differences in outcomes still exist among different racial and ethnic groups, with African-Americans having lower graft survival. Gaps continue to exist in the understanding of how demographic factors contribute to the varying outcomes among racial/ethnic groups.

Methods

We retrospectively evaluated kidney transplant outcomes in four racial/ethnic groups over a 12-year period at a large tertiary care center. Primary and secondary study outcomes were patient and graft survival across groups. To determine factors that might predict …

Models For Hsv Shedding Must Account For Two Levels Of Overdispersion, Amalia Magaret

UW Biostatistics Working Paper Series

We have frequently implemented crossover studies to evaluate new therapeutic interventions for genital herpes simplex virus infection. The outcome measured to assess the efficacy of interventions on herpes disease severity is the viral shedding rate, defined as the frequency of detection of HSV on the genital skin and mucosa. We performed a simulation study to ascertain whether our standard model, which we have used previously, was appropriately considering all the necessary features of the shedding data to provide correct inference. We simulated shedding data under our standard, validated assumptions and assessed the ability of 5 different models to reproduce the …

Symptom Patterns Of Posttraumatic Stress Disorder Among Deaf Trauma Survivors, Melissa L. Anderson, Amanda Sortwell, Kelly S. Wolf Craig, Douglas M. Ziedonis

JADARA

Details about Deaf people’s pattern of posttraumatic stress disorder (PTSD) symptoms remain relatively unknown due to inaccessible methods used in most epidemiological research. We conducted semi-structured American Sign Language interviews with 16 trauma-exposed Deaf individuals to explore their PTSD symptom patterns. Half met criteria for current PTSD, a rate higher than the general population. Underlying this disparity may be heightened rates of dissociation and psychogenic amnesia reported by many Deaf trauma survivors. Future research with large samples of Deaf survivors is needed to clarify this hypothesis, and to inform interventions that more accurately target Deaf people’s pattern of trauma symptoms.

Google Flu Trends Spatial Variability Validated Against Emergency Department Influenza-Related Visits., Joseph Jeffrey Klembczyk, Mehdi Jalalpour, Scott Levin, Raynard E Washington, Jesse M. Pines, Richard E Rothman, Andrea Freyer Dugas

Emergency Medicine Faculty Publications

BACKGROUND: Influenza is a deadly and costly public health problem. Variations in its seasonal patterns cause dangerous surges in emergency department (ED) patient volume. Google Flu Trends (GFT) can provide faster influenza surveillance information than traditional CDC methods, potentially leading to improved public health preparedness. GFT has been found to correlate well with reported influenza and to improve influenza prediction models. However, previous validation studies have focused on isolated clinical locations.

OBJECTIVE: The purpose of the study was to measure GFT surveillance effectiveness by correlating GFT with influenza-related ED visits in 19 US cities across seven influenza seasons, and to …

Improving The Inference Of Some Experiemtal Studies By Using Ranked Auxiliary Covariates, Rajai Jabrah

College of Graduate Studies: Theses & Dissertations

In many studies, the measurement of sampling units according to the response variable is costly or time consuming, however, it is possible to rank sampling units according to baseline auxiliary covariates, which are available, easily obtainable, and cost efficient. In these cases, when estimating the population mean, Ranked Set Sampling (RSS) can be a more efficient sampling method than the Simple Random Sampling (SRS) method. In this dissertation, we propose a modified approach of the RSS method to allocate units into an experimental study, aimed to compare two or more groups.

Ranked auxiliary covariates, which are typically correlated with the …

Adolescent Attitudes Toward And Perceptions Of Suicide, Stigma, And Help-Seeking Behavior, Julia M. Hollinger

PCOM Psychology Dissertations

Suicide is a leading cause of death for adolescents and represents a major national health concern (American Foundation for Suicide Prevention, [AFSP], 2015; (Centers for Disease Control [CDC], 2013). Because adolescents spend the majority of their day at school (Erbacher, Singer, & Poland, 2015), the effectiveness of school-based suicide prevention programs may be improved through better understanding of adolescents’ views on the subject of suicide and the factors that may influence participation in prevention efforts. The present study explored the attitudes and perceptions of seventh grade students from a suburban middle school in Pennsylvania, using archival survey data. Variables that …

Spatiotemporal Pattern Analysis Of Scarlet Fever Incidence In Beijing, China, 2005–2014, Gehendra Mahara, Chao Wang, Da Huo, Qin Xu, Fangfang Huang, Lixin Tao, Jin Guo, Kai Cao, Liu Long, Jagadish K. Chhetri, Qi Gao, Wei Wang, Quanyi Wang, Xiuhua Guo

Research outputs 2014 to 2021

Objective:

To probe the spatiotemporal patterns of the incidence of scarlet fever in Beijing, China, from 2005 to 2014.

Methods:

A spatiotemporal analysis was conducted at the district/county level in the Beijing region based on the reported cases of scarlet fever during the study period. Moran’s autocorrelation coefficient was used to examine the spatial autocorrelation of scarlet fever, whereas the Getis-Ord Gi* statistic was used to determine the hotspot incidence of scarlet fever. Likewise, the space-time scan statistic was used to detect the space-time clusters, including the relative risk of scarlet fever incidence across all settings.

Results:

A total of …

Job Stress, Inflammation, And Atherosclerosis: A Reflection, Renzo Bianchi, Irvin Sam Schonfeld

Publications and Research

Stress in general has been associated with inflammation and atherosclerosis (Sapolsky, 2004; Slavich and Irwin, 2014). The accumulation of inadequately controlled studies has become a concern (Bianchi, 2016; Schonfeld & Bianchi, 2016). Stronger efforts should be made to take into account both empirically identified and theoretically likely confounders in this research field. Assessing the contribution of job-related factors to given outcomes without simultaneously considering the role of relevant non-job factors is unwarranted. Results from inadequately controlled studies can lead to our making ineffective, or even counter-productive, decisions in terms of public health policies.

Improving Patient Care Outcomes To Reduce Recurrent Admissions Of Patients With Chronic Obstructive Pulmonary Disease, Lisa Maria Friedrich

Seton Hall University DNP Final Projects

Purpose:Transitional care is time-limited, with the goal of ensuring safety and health continuity for at-risk patients with chronic obstructive pulmonary disease (COPD) as they move from one setting to the next. An acute care episode of COPD ranges from relatively healthy adults to adults with multiple chronic conditions or those in the end-of-life phase. The primary quality concern of an urgent need to improve health care is in response to the gaps of sufficient experience to manage patients with COPD, leading to hospital readmissions. Implementation of standards of care for the improvement of health-related quality of life (HRQL) of COPD …

Antibiotic Resistance And The White House Forum On Antibiotic Stewardship, Mary Lou Manning Phd, Crnp, Cic, Faan

Population Health Matters (Formerly Health Policy Newsletter)

No abstract provided.

Hispanic Ethnicity Is Associated With Increased Hospital Charges After Radical Cystectomy In The United States, Mark D. Tyson, Erik P. Castle

Journal of Health Disparities Research and Practice

Objective: To examine the impact of race and ethnicity on financial charges associated with radical cystectomy (RC).

Data Sources/Study Setting: The Nationwide Inpatient Sample was used to identify patients who underwent RC for bladder cancer between 1998 and 2010.

Study Design: The primary outcome was total hospital charges adjusted for inflation. Multivariate analysis was performed using a generalized linear model on the logarithmically transformed outcome variable (total hospital charges) after adjusting for age, sex, race, Elixhauser comorbidities, surgical approach, year, primary payer, hospital and surgeon annual RC volume, hospital characteristics, and postoperative complications.

Principle findings: A total of 14,873 patients …

A Machine Learning Approach To Post-Market Surveillance Of Medical Devices, Jonathan Bates, Shu-Xia Li, Craig Parzynski, Ronald Coifman, Harlan Krumholz, Joseph Ross

Yale Day of Data

Post-market surveillance is a collection of processes and activities used by product manufacturers and regulators, such as the U.S. Food and Drug Administration (FDA) to monitor the safety and effectiveness of medical devices once they are available for use “on the market”. These activities are designed to generate information to identify poorly performing devices and other safety problems, accurately characterize real-world device performance and clinical outcomes, and facilitate the development of new devices, or new uses for existing devices. Typically, a device is monitored by comparing adverse events in the exposed population to a matched unexposed population. This research considers …

Preparedness Of Hospitals In The Republic Of Ireland For An Influenza Pandemic, An Infection Control Perspective, Mary Reidy, Fiona Ryan, Dervla Hogan, Seán Lacey, Claire Buckley

Department of Mathematics Publications

When an influenza pandemic occurs most of the population is susceptible and attack rates can range as high as 40–50 %. The most important failure in pandemic planning is the lack of standards or guidelines regarding what it means to be ‘prepared’. The aim of this study was to assess the preparedness of acute hospitals in the Republic of Ireland for an influenza pandemic from an infection control perspective.

Economic Evaluation Of Fungal Meningitis Outbreak Response In New River Valley: Local Health Department Perspective, Kaja M. Abbas, Nargesalsadat Dorratoltaj, Margaret L. O’Dell, Paige Bordwine, Thomas M. Kerkering, Kerry J. Redican

Frontiers in Public Health Services and Systems Research

Background: The multi-state fungal meningitis outbreak started in September 2012 in Tennessee. The cause of the outbreak was injection of contaminated lots of methylprednisolone acetate used in epidural spinal injections. Roanoke and New River Valley were the epicenter of this outbreak in Virginia, with two clinical centers having administered the contaminated injections to their patients. New River Health District, in coordination with hospitals, and state and federal agencies, deployed its resources to control the local impact of the outbreak.

Purpose: The objective of this study was to conduct an economic evaluation of the fungal meningitis outbreak response in New River …

Adolescent Exercise In Association With Mortality From All Causes, Cardiovascular Disease, And Cancer Among Middle-Aged And Older Chinese Women, Sarah J. Nechuta, Xiao Ou Shu, Gong Yang, Hui Cai, Yu-Tang Gao, Hong-Lan Li, Yong-Bing Xiang, Wei Zheng

Peer Reviewed Articles

Background: Little is known regarding the role of early-life exercise, a potentially modifiable factor, in long-term adult morbidity and mortality. We utilized the Shanghai Women's Health Study (SWHS) to investigate adolescent exercise in association with cancer, cardiovascular disease (CVD), and all-cause mortality among middle-aged and older women.

Methods: The SWHS is a prospective cohort of 74,941 Chinese women ages 40 to 70 years recruited from 1996 to 2000. In-person interviews at enrollment assessed adolescent and adult exercise history, medical and reproductive history, and other lifestyle and socioeconomic (SES) factors. Mortality follow-up occurs via annual linkage to the Shanghai Vital Statistics …