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2022

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Full-Text Articles in Public Health

Addressing Ascertainment Bias In The Study Of Cardiovascular Disease Burden In Opioid Use Disorders - Application Of Natural Language Processing Of Electronic Health Records, Jade Huang Singleton Jan 2022

Addressing Ascertainment Bias In The Study Of Cardiovascular Disease Burden In Opioid Use Disorders - Application Of Natural Language Processing Of Electronic Health Records, Jade Huang Singleton

Theses and Dissertations--Epidemiology and Biostatistics

In the United States, the prevalence of long-term exposure to opioid drugs, for both medically and nonmedically indicated purposes, has increased considerably since the mid-1990’s. Concerns have emerged about the potential health effects of opioid use. There is also growing interest in other possible connections with opioid use including cardiovascular disease. Electronic health records (EHR) contain information about patient care in the form of structured codes and unstructured notes. Natural language processing (NLP) provides a tool for processing unstructured textual data in EHR clinical notes and extracts useful information for research with structured formats. The purpose of this dissertation was …


Opioid Use Disorder Treatment With Buprenorphine: Analysis Of Treatment Utilization And Associated Outcomes In Kentucky, Feitong Lei Jan 2022

Opioid Use Disorder Treatment With Buprenorphine: Analysis Of Treatment Utilization And Associated Outcomes In Kentucky, Feitong Lei

Theses and Dissertations--Epidemiology and Biostatistics

Opioid use disorder (OUD) is chronic opioid use that results in clinically significant suffering, impairment, or even death. The opioid epidemic in the United States has become a public health and economic crisis, affecting patients' well-being and the nation's overall health and welfare. Eastern Kentucky was among the first regions affected by the opioid crisis, and Kentucky has historically ranked among the top five states for age-adjusted drug overdose mortality rate.

There are three medications (buprenorphine, methadone, naltrexone) approved by the U.S. Food and Drug Administration to treat OUD. As a partial opioid agonist, buprenorphine is a safe medication for …


Investigating The Uncertainties In Ct Non-Small Cell Lung Cancer Radiomics, Gary Ge Jan 2022

Investigating The Uncertainties In Ct Non-Small Cell Lung Cancer Radiomics, Gary Ge

Theses and Dissertations--Radiation Medicine

Radiomics is a technique that extracts quantitative features, termed radiomic features, from medical images using data-characterization algorithms. These radiomic features can be used to identify tissue characteristics and radiologic phenotyping that are not observable by clinicians in a non-invasive, low-cost manner, potentially generating image biomarkers for clinical decision. To date, there are still many uncertainties involved in radiomics which limit its clinical implementation. Herein, we propose to explore the impact of each component in the radiomics pipeline on predicting clinical outcomes. In Chapter II, we conduct a thorough review of CT lung cancer radiomics studies to examine the typical feature …


Qualitative Comparison Of The United States And United Kingdom Healthcare Systems, Rachel Cazzaniga Jan 2022

Qualitative Comparison Of The United States And United Kingdom Healthcare Systems, Rachel Cazzaniga

Graduate Theses/Dissertations

The United States and United Kingdom healthcare systems vary based on their public access, financial dependence, health outcomes, gross domestic product, and much more. The systems have continued to grow with different focuses of importance in the quality of care that is being distributed to their populations. The U.K. universal healthcare system represents their value of accessibility and affordability, while the U.S. privatized system(s) represents their value of economic growth. The study provided a qualitative analysis of the systems' differences by integrating real world experiences and perceptions of the systems from individuals that have encountered and interacted as a patient …


Development Of A New Spe Uplc–Ms/Ms Method For Extraction And Quantitation Of Toluene Diamine On Gloves Following Toluene Diisocyanate Exposure, Asma Daoud, Pierre-Luc Cloutier, Sébastien Gagné, Livain Breau, Jacques Lesage Jan 2022

Development Of A New Spe Uplc–Ms/Ms Method For Extraction And Quantitation Of Toluene Diamine On Gloves Following Toluene Diisocyanate Exposure, Asma Daoud, Pierre-Luc Cloutier, Sébastien Gagné, Livain Breau, Jacques Lesage

Études primaires

Rationale

Toluene diisocyanate (TDI) is a highly reactive isocyanate commonly used as a mixture of 2,4- and 2,6- isomers in the production of flexible foams. Exposure to TDI occurs primarily through vapour inhalation in workplaces where TDI is produced or used, but dermal exposure is also possible during some tasks. To ensure workplace safety, accurate monitoring of TDI and toluene diamine (TDA) levels is required. Methods of quantifying field effectiveness of gloves in preventing dermal exposure have not been established. Therefore, there is a need to develop a new practical method for assessing glove effectiveness for TDI/TDA.

Method

A new …


Endocrine Disruptors: Challenges And Future Directions In Epidemiologic Research, V. Ho, L. Pelland-St-Pierre, S. Gravel, M. F. Bouchard, M.-A. Verner, F. Labrèche Jan 2022

Endocrine Disruptors: Challenges And Future Directions In Epidemiologic Research, V. Ho, L. Pelland-St-Pierre, S. Gravel, M. F. Bouchard, M.-A. Verner, F. Labrèche

Études primaires

Public concern about the impact of endocrine disrupting chemicals (EDCs) on both humans and the environment is growing steadily. Epidemiologic research provides key information towards our understanding of the relationship between environmental exposures like EDCs and human health outcomes. Intended for researchers in disciplines complementary to epidemiology, this paper highlights the importance and challenges of epidemiologic research in order to present the key elements pertaining to the design and interpretation of an epidemiologic study on EDCs.

The conduct of observational studies on EDCs derives from a thoughtful research question, which will help determine the subsequent methodological choices surrounding the careful …


Microbial Contamination And Metabolite Exposure Assessment During Waste And Recyclable Material Collection, Fabiola Salambaga, Loïc Wingert, Isabelle Valois, Nancy Lacombe, François Gouin, Julien Trépanier, Maximilien Debia, Ewelina Soszczyńska, Magdalena Twarużek, Robert Kosicki, Marta Dias, Susana Viegas, Liliana Caetano, Carla Viegas, Geneviève Marchand Jan 2022

Microbial Contamination And Metabolite Exposure Assessment During Waste And Recyclable Material Collection, Fabiola Salambaga, Loïc Wingert, Isabelle Valois, Nancy Lacombe, François Gouin, Julien Trépanier, Maximilien Debia, Ewelina Soszczyńska, Magdalena Twarużek, Robert Kosicki, Marta Dias, Susana Viegas, Liliana Caetano, Carla Viegas, Geneviève Marchand

Études primaires

Waste workers are exposed to bioaerosols when handling, lifting and dumping garbage. Bioaerosol exposure has been linked to health problems such as asthma, airway irritant symptoms, infectious, gastrointestinal and skin diseases, and cancer. Our objective was to characterize the exposure of urban collectors and drivers to inhalable bioaerosols and to measured the cytotoxic effect of air samples in order to evaluate their health risk.

Personal and ambient air sampling were conducted during the summer of 2019. Workers from 12 waste trucks collecting recyclables, organic waste or compost were evaluated. Bacteria and fungi were cultured, molecular biology methods were used to …


Submaximal Electromyography-Driven Musculoskeletal Modeling Of The Human Trunk During Static Tasks: Equilibrium And Stability Analyses, Farshid Ghezelbash, Aboulfazl Shirazi-Adl, Denis Gagnon, Ali Shahvarpour, Navid Arjmand, Amir Hossein Eskandari, Christian Larivière Jan 2022

Submaximal Electromyography-Driven Musculoskeletal Modeling Of The Human Trunk During Static Tasks: Equilibrium And Stability Analyses, Farshid Ghezelbash, Aboulfazl Shirazi-Adl, Denis Gagnon, Ali Shahvarpour, Navid Arjmand, Amir Hossein Eskandari, Christian Larivière

Études primaires

Conventional electromyography-driven (EMG) musculoskeletal models are calibrated during maximum voluntary contraction (MVC) tasks, but individuals with low back pain cannot perform unbiased MVCs. To address this issue, EMG-driven models can be calibrated in submaximal tasks. However, the effects of maximal (when data points include the maximum contraction) and submaximal calibration techniques on model outputs (e.g., muscle forces, spinal loads) remain yet unknown. We calibrated a subject-specific EMG-driven model, using maximal/submaximal isometric contractions, and simulated different independent tasks. Both approaches satisfactorily predicted external moments (Pearson’s correlation ∼ 0.75; relative error = 44%), and removing calibration tasks under axial torques markedly improved …


An Attempt To Bring Modern Workplace Realities To The Social Security Disability Adjudication System, Robert E. Rains Jan 2022

An Attempt To Bring Modern Workplace Realities To The Social Security Disability Adjudication System, Robert E. Rains

Dickinson Law Review (2017-Present)

No abstract provided.


Should Self-Breast Awareness Be Part Of Self-Care?, Omolola Okunromade, Yelena Tarasenko Jan 2022

Should Self-Breast Awareness Be Part Of Self-Care?, Omolola Okunromade, Yelena Tarasenko

Eagles Talking About the Public’s Health

No abstract provided.


Substance Use & Mental Health: Challenges And Way Forward Amidst Covid-19 Pandemic, Aishat Adewoye, Jennifer E. Akpo Jan 2022

Substance Use & Mental Health: Challenges And Way Forward Amidst Covid-19 Pandemic, Aishat Adewoye, Jennifer E. Akpo

Eagles Talking About the Public’s Health

No abstract provided.


Expanding Implementation Of Cultural Competence In Health Communication To Reduce Stigma, Alexandria Alford, Joanne Chopak-Foss, Katie M. Mercer Jan 2022

Expanding Implementation Of Cultural Competence In Health Communication To Reduce Stigma, Alexandria Alford, Joanne Chopak-Foss, Katie M. Mercer

Eagles Talking About the Public’s Health

No abstract provided.


The Promise Of The No Surprise Act In Advancing Health Equity, Xavier John, Naa-Amy Wayne, Bettye Apenteng Jan 2022

The Promise Of The No Surprise Act In Advancing Health Equity, Xavier John, Naa-Amy Wayne, Bettye Apenteng

Eagles Talking About the Public’s Health

No abstract provided.


Period Equity Movement: Addressing Learning Loss, Equity, Safety And The Environment, Gabi Wiggill, Gemma C. Skuraton, Megan Mercer, Katie M. Mercer Jan 2022

Period Equity Movement: Addressing Learning Loss, Equity, Safety And The Environment, Gabi Wiggill, Gemma C. Skuraton, Megan Mercer, Katie M. Mercer

Eagles Talking About the Public’s Health

No abstract provided.


An Ecological Study Of Glyphosate Use And Non-Hodgkin’S Lymphoma, Dexter Corlett, Steven R. Browning Jan 2022

An Ecological Study Of Glyphosate Use And Non-Hodgkin’S Lymphoma, Dexter Corlett, Steven R. Browning

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Glyphosate is currently the most widely used herbicide in the world. Initially thought to be non-carcinogenic in humans, in 2015 glyphosate was classified as a “probable carcinogen” by the International Agency for Research on Cancer due to several small epidemiological studies indicating a link between the pesticide and hematologic cancers, especially non-Hodgkin’s lymphoma (NHL). The current work is an ecological study using counties in Kentucky, Arkansas, and Iowa to compare glyphosate usage to NHL incidence using a multivariate Poisson regression. We found no significant correlation between glyphosate use and NHL incidence, though caution should be taken to draw significance from …


Utilizing A Video-Based Intervention To Improve Medicine Adherence And Retention Of Hiv Care In A Hiv Clinic., Robert Currie Jan 2022

Utilizing A Video-Based Intervention To Improve Medicine Adherence And Retention Of Hiv Care In A Hiv Clinic., Robert Currie

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Memphis, Tennessee has higher rates of black men who have sex with men living with human immunodeficiency (BMSMLWH) compared to state and national levels. ART has been shown to be effective in keeping people living with HIV virally suppressed and unable to transmit HIV through sex. However, BMSMLWH are disproportionately affected by HIV than other races in Memphis, Tennesee. The proposed program relies on evidence-based data that demonstrates the effectiveness of video-based intervention in improving medication adherence and HIV retention of care. Taking Care of Me is a video-based intervention that promotes HIV treatment initiation, ART adherence, and retention in …


Addressing Barriers To Colorectal Cancer Screening In A Federally Qualified Health Center: A Quality Improvement Project, Tania Centra Jan 2022

Addressing Barriers To Colorectal Cancer Screening In A Federally Qualified Health Center: A Quality Improvement Project, Tania Centra

DNP Scholarly Projects

Abstract

Background: Colorectal cancer (CRC) is a leading cause of death from cancer in the United States, despite the availability of several high-quality screening options. Multiple barriers to CRC screening have been identified, including cost (non-insured), younger age, racial or ethnic minority, recent immigration to the U.S. (non-English speaking), fear or distrust of the healthcare system and rural residence. Addressing health equity within underserved populations requires improved access to CRC screenings per evidence-based guidelines.

Local Problem: The mean CRC screening rate for the designated Federally Qualified Health Center (FQHC) was 33.7% for the 5 months preceding this quality improvement (QI) …


The Phenomenon Of Integration Of Religious Practices As An Auxiliary Tool In Contemporary Medicine: Ukrainian Hospital Chapels In Modern Times, Mariia Ovchar, Yalovyk Anton, Igor Koreshchuk Jan 2022

The Phenomenon Of Integration Of Religious Practices As An Auxiliary Tool In Contemporary Medicine: Ukrainian Hospital Chapels In Modern Times, Mariia Ovchar, Yalovyk Anton, Igor Koreshchuk

Occasional Papers on Religion in Eastern Europe

The relevance of the research topic is ensured by the wide integration of such religious practices as an aid in contemporary medicine. The article describes the activities of more than 15 currently operating famous hospital chapels. The histories behind the foundation of each of them are analyzed, and the facts of public participation and the leadership of hospitals in the establishment of chapels at medical institutions are given. Special attention is paid to the characteristics of the psychological support component as an auxiliary factor along with the main course of treatment. For clarity of the descriptive part, the study presents …


Structural Violence & Small Victories: Political Epidemiology Of Hiv Among Msm In Nigeria, 2000-2010, Debbie A. Dada Jan 2022

Structural Violence & Small Victories: Political Epidemiology Of Hiv Among Msm In Nigeria, 2000-2010, Debbie A. Dada

Harvey M. Applebaum ’59 Award

No abstract provided.


Emerging Technologies For The Production Of Nanocellulose From Lignocellulosic Biomass, Dileswar Pradhan, Amit Jaiswal, Swarna Jaiswal Jan 2022

Emerging Technologies For The Production Of Nanocellulose From Lignocellulosic Biomass, Dileswar Pradhan, Amit Jaiswal, Swarna Jaiswal

Articles

Nanocellulose is a unique and promising natural nanomaterial and has gained significant attention due to its applications in several important areas. Thus, researchers are continuously looking for the most efficient, sustainable, economically viable, and environmentally friendly production technologies to fulfil its growing demand. Conventional production technologies, which include various physical, chemical, and physicochemical methods, are currently inadequate for this purpose and have several limitations such as long processing time, high energy consumption, low recovery of nanocellulose, and many others. To overcome these shortcomings, scientists have investigated the prospect of utilizing emerging processing technologies such as microwave irradiation, deep eutectic solvent, …


Review Of Analytical Techniques For Arsenic Detection And Determination In Drinking Water, Abhijnan Bhat, Tony O'Hara, Furong Tian, Baljit Singh Dr. Jan 2022

Review Of Analytical Techniques For Arsenic Detection And Determination In Drinking Water, Abhijnan Bhat, Tony O'Hara, Furong Tian, Baljit Singh Dr.

Articles

Arsenic occurs in the natural environment in four oxidation states: As(V), As(III), As(0) and As(−III). The behavior of arsenic species changes depending on the biotic or abiotic conditions in water. In groundwater, arsenic is predominantly present as As(III) and As(V), with a minor amount of methyl and dimethyl arsenic compounds being reported. Global intake of As(III) and As(V) via drinking water and food has dramatically increased in recent years. The commonly used term inorganic arsenic includes both As(III) and As(V) species and constitutes the highest toxicological risk associated with arsenic in water compared to the organic arsenic species. Inorganic arsenic …


Assessing The Association Among Hospital Ownership Penalties Assessed Under The Hospital Readmissions Reduction Program And 30-Day Risk Standardized Mortality Rates For Selected Conditions, 2016-2018, Jennifer Carmona Jan 2022

Assessing The Association Among Hospital Ownership Penalties Assessed Under The Hospital Readmissions Reduction Program And 30-Day Risk Standardized Mortality Rates For Selected Conditions, 2016-2018, Jennifer Carmona

Dissertations and Theses

Background: The Hospital Readmissions Reduction Program (HRRP) is an aspect of Patient Protection and Affordable Care Act (ACA) of 2010. HRRP requires Medicare to reduce payments to hospitals with relatively high readmission rates. While the implementation of the program has been accompanied by reductions in readmission rates, some have expressed concerns about unintended consequences, including harm to patient care and even death. Under HRRP, hospitals serving a high proportion of socioeconomically disadvantaged patients, like public hospitals, have been more likely to receive financial penalties, potentially impeding their ability to invest resources in improving patient outcomes. There is previous research …


Contraceptive Use And Sterilization Among People With Disabilities, Gabrielle Y. Defiebre Jan 2022

Contraceptive Use And Sterilization Among People With Disabilities, Gabrielle Y. Defiebre

Dissertations and Theses

Background

Approximately 20% of individuals in the United States (US) have a disability, with 1 in 4 adult women above the age of 18 having a disability. People with disabilities include individuals who may experience difficulties with mobility, cognition, independent living, vision, hearing, and/or self-care. Disabled people face physical/environmental barriers, provider-level barriers, and system-level barriers in accessing health care, including sexual and reproductive health care, and are more likely than people without disabilities to have unmet medical needs. Four recent studies have indicated that those with disabilities are more likely to have received female sterilization as a family planning service …


Association Between Childhood Obesity, Family Meals, And Dietary Quality Among Us Children Aged 6 To 17 Years Residing In Snap-Eligible Households, Noemi Rodriguez Jan 2022

Association Between Childhood Obesity, Family Meals, And Dietary Quality Among Us Children Aged 6 To 17 Years Residing In Snap-Eligible Households, Noemi Rodriguez

Dissertations and Theses

Background:

Between 20 and 21% of US children 6-19 have obesity. Children residing in households eligible for the Supplemental Nutrition Assistance Program (SNAP) are exposed to vulnerable socioeconomic conditions, often living in low-resourced households and communities. These children are at a high risk for obesity, and thus to obesity-related comorbidities as well as adulthood obesity. The US Department of Agriculture (USDA) recommends family meals as well as diets meeting the American Dietary Guidelines as an obesity prevention strategy. These are connected; the dominantly theorized pathway by which family meals protect against childhood obesity is through the diet quality of the …


Creation And Evaluation Of The Illinois Cancer Risk Index As A Predictor Of Four Common Cancers, Lei Guo, Margaret E. Wright, Meridith C. Osias, Mahdi Vaezi, M. Courtney Hughes Jan 2022

Creation And Evaluation Of The Illinois Cancer Risk Index As A Predictor Of Four Common Cancers, Lei Guo, Margaret E. Wright, Meridith C. Osias, Mahdi Vaezi, M. Courtney Hughes

Faculty Articles, Papers, and Other Scholarship

Introduction

Nearly half of all cancer deaths in the US are attributed to 4 common cancers: lung, colorectal, breast, and prostate. Illinois residents experience higher rates of cancer death from all 4 cancers compared with the US overall. We developed the Illinois Cancer Risk Index (ICRI), which incorporates many predictors of these cancers into a single summary measure, to identify Illinois counties that would benefit most from public health intervention.

Methods

We identified 90 county-level predictors of 4 common cancers, used multicollinearity testing to reduce this number to 61, and applied factor analysis to extract and analyze 4 factors representing …


Evaluating Educational Interventions To Increase Breast Density Awareness Among Latinas: A Randomized Trial In A Federally Qualified Health Center, Jennifer L. Ridgeway, Sarah Jenkins, Bijan Borah, Vera J. Suman, Bhavika K. Patel, Karthik Ghosh, Deborah J. Rhodes, Aaron Norman, Edna Ramos, Miranda Sosa Jan 2022

Evaluating Educational Interventions To Increase Breast Density Awareness Among Latinas: A Randomized Trial In A Federally Qualified Health Center, Jennifer L. Ridgeway, Sarah Jenkins, Bijan Borah, Vera J. Suman, Bhavika K. Patel, Karthik Ghosh, Deborah J. Rhodes, Aaron Norman, Edna Ramos, Miranda Sosa

Health & Biomedical Sciences Faculty Publications

Background: The objective of this randomized trial was to evaluate the short-term effect of bilingual written and interpersonal education regarding mammographic breast density (MBD).

Methods: Latinas aged 40 to 74 years who were presenting for screening mammography were recruited and randomized 1:1:1 to receive a letter with their mammogram and MBD results (usual care [UC]), a letter plus a brochure (enhanced care [ENH]), or a letter plus a brochure and telephonic promotora education (interpersonal care [INT]). Surveys were administered at enrollment (T0 ) and 2 weeks to 6 months after intervention delivery (T1 ). Differences were assessed with χ2 , …


Access To The Kidney Transplant Waitlist For People Living With Hiv, Brittany A. Shelton Jan 2022

Access To The Kidney Transplant Waitlist For People Living With Hiv, Brittany A. Shelton

All ETDs from UAB

People living with HIV (PLWH) have experienced substantial increases in life expectancy, largely attributable to improvements in care such as antiretroviral therapy. As a result, there has been a concurrent increase in the development of aging-related comorbidities such as end-stage organ disease. One such comorbidity is kidney disease. Concerningly, PLWH are at disproportionately higher risk of chronic kidney disease and end-stage kidney disease (ESKD) as compared to HIV-negative counterparts. Kidney transplantation is the ideal therapy for ESKD as it is both cost-effective and provides a significant survival benefit and yet, despite excellent transplant outcomes among PLWH, access to transplantation among …


Racial Differences In The Association Of Insulin Resistance With Risk Of Incident Heart Failure In Participants Of Regards, Nirav Patel Jan 2022

Racial Differences In The Association Of Insulin Resistance With Risk Of Incident Heart Failure In Participants Of Regards, Nirav Patel

All ETDs from UAB

Background: Insulin resistance is linked to the development of heart failure (HF). However, there is limited understanding of the racial differences in the association of insulin resistance with the risk of incident HF among individuals without diabetes. Objectives: In a US national cohort of Black and White participants, we sought to evaluate: 1) the relationship between insulin resistance with incident HF participants, and 2) whether there are racial differences in the association of insulin resistance with HF. Methods: We examined >16,000 participants without HF and diabetes at baseline from the REGARDS cohort. Cox regression modeling was used to assess the …


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 …


Epidemiological Models, Parameters, And Prediction Of The Covid-19 Outbreak In A Southwest Georgia Hotspot, Daniel F. Linder, William M. Sewell Iii, Jack D. Owens, Jim Franklin, Mark Miller, Casey Newton, Priyank Shah Jan 2022

Epidemiological Models, Parameters, And Prediction Of The Covid-19 Outbreak In A Southwest Georgia Hotspot, Daniel F. Linder, William M. Sewell Iii, Jack D. Owens, Jim Franklin, Mark Miller, Casey Newton, Priyank Shah

Journal of the Georgia Public Health Association

Background: We investigate epidemiological models, their parameters, and the models’ predictive performance of daily new cases during the first three weeks of the SARS-CoV-2 outbreak in a southwest Georgia hotspot.

Methods: We fit stochastic versions of the classical SIR, a network-based SIR, an SEIR model with two different priors on the latent period rate parameter, and a simple doubling time model to SARS-CoV-2 patients’ date of hospital admission and length of symptoms data from the Phoebe Putney Health System.

Results: The estimated basic reproductive numbers and 95% Bayesian credible intervals for each of the models were: 1.98 (1.63, 2.45) for …