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Application Of Methods To Population-Based Surveys To Reduce Bias In Estimates Of Sars-Cov-2 Infection Burden In The Population, Saba Qasmieh

Dissertations and Theses

BACKGROUND: Population-based surveys designed to randomly sample the population can be a critical and complementary tool to traditional surveillance approaches. Probability-based surveys enable the measurement of SARS-CoV-2 testing and outcomes that avoid issues around self-selection into testing, making them an effective approach to address ascertainment bias in passive surveillance. For surveys to be a useful and reliable surveillance tool for understanding the burden and distribution of SARS-CoV-2 infection, they need to capture prevalence estimates that are both valid and reliable to be optimally informative for public health measures. The dissertation was undertaken to address three main gaps that have implications …

Personal Green Spaces During The Pandemic - Perceptions Towards Urban Home Gardens During The Covid-19 Pandemic In Bengaluru, India, Varsha Bhaskaran, Charles Nilon

Cities and the Environment (CATE)

The COVID-19 pandemic has brought about unprecedented changes in a short span of time to people’s life and living. Being in a lockdown, especially in urban areas, has led to changes in the way people perceive nature around them and within their homes. Research on this topic in the cities of the global south has been limited with even fewer studies in Indian cities. To begin to address this gap, in this exploratory study we interviewed 30 residents of Bengaluru, India to understand how they perceived the changes they experienced in their home gardens and in the nature around their …

Overview Of The Zoonotic Potential And Coinfection Of Sars-Cov-2 In Indonesia, Muhammad Khaliim Jati Kusala, Ni Luh Putu Indi Dharmayanti

Karbala International Journal of Modern Science

In the ASEAN region, Indonesia has the highest overall COVID-19 infection score. The SARS-CoV-2 pandemic first emerged in China and then transmitted sporadically throughout the world. Animals and humans can be infected with the corona virus, so this disease is classified as a zoonotic disease. This review aims to gather information regarding the potential of SARS-CoV-2 as a zoonotic disease and coinfections with several other pathogens in Indonesia. This study collected data demonstrating the potential for COVID-19 to be transmitted from humans to animals, as an evidenced by positive test results for the Bat Coronavirus Antigen in bats. Cats have …

Race/Socioeconomic Status And Covid-19: A Narrative Review, Olubunmi Oladunjoye, Akinwale Akingbule, Adebola Omogunwa, Logan Lawson, Anthony Donato

Advances in Clinical Medical Research and Healthcare Delivery

Background: COVID-19 infection has resulted in more than 620 million infections and 6.6 million deaths. Since the pandemic, many articles have been published on socioeconomic and racial disparities in COVID-19 infection and its outcomes. This article aims to review the impact of race and socioeconomic status on COVID-19 infection and vice versa.

Findings: Most studies showed an increase in COVID infections and hospitalizations in communities of color, with some showing higher mortality rates while others did not. Social determinants, including insurance and care access, food security, housing security appear to have worsened over the same period for these …

Effect Of Room Size, Shape, Ac Placement, And Air Leakage On Indoor Airborne Viral Transmission, K. Choudhary, K. A. Krishnaprasad, ‪Nadim Zgheib, M. Y. Ha, S. Balachandar

Mechanical Engineering Faculty Publications and Presentations

Highlights

• Statistical overloading is used to obtain spatio-temporal pathogen concentration.

• Symmetrically placed AC limits pathogen propagation over long distances.

• Well-mixed model captures room-averaged concentration for any shape and AC location.

• The pathogens level of mixing is reduced when AC is symmetrically positioned.

• Air leakage has insignificant impact on indoor pathogen distribution.

Abstract

We conducted Euler–Lagrange Reynolds-Averaged Navier–Stokes simulations with statistical overloading to investigate the effect of room shape, air-condition (AC) location, and the presence of an open window on indoor airborne viral transmission, particularly as it relates to the spatio-temporal distribution of viral-laden droplet nuclei. Two room geometries were …

The Climate Effect On Covid-19: Lessons Learned From The Pandemic In Jakarta, Vernonia Yora Saki, Ema Novita Deniati, Yoerdy Agusmal Saputra, Dewi Susanna, Efendi Efendi

Kesmas

The global COVID-19 pandemic has presented humanity with difficult and unforeseeable hurdles. Among these challenges is understanding how climate-related aspects impact the survival of the SARS-CoV-2 virus. This study aimed to investigate the relationship between environmental factors, such as temperature, humidity, and rainfall, and the spread of COVID-19 cases in different regions. A time-and-place-based ecological study design was adopted, integrating geographic information systems and statistical techniques. Statistical testing revealed a significant association between humidity (p-value = 0.000; r = -0.777) and rainfall (p-value = 0.001; r = -0.561) with COVID-19 instances. However, no statistically significant relationship was found between temperature …

Trends And Seasonality Of Emergency Department Visits And Hospitalizations For Suicidality Among Children And Adolescents In The Us From 2016 To 2021, Youngran Kim, Trudy Millard Krause, Scott D Lane

Student and Faculty Publications

IMPORTANCE: The detection of seasonal patterns in suicidality should be of interest to clinicians and US public health officials, as intervention efforts can benefit by targeting periods of heightened risk.

OBJECTIVES: to examine recent trends in suicidality rates, quantify the seasonality in suicidality, and demonstrate the disrupted seasonality patterns during the spring 2020 COVID-19-related school closures among US children and adolescents.

DESIGN, SETTING, AND PARTICIPANTS: This population-based, descriptive cross-sectional study used administrative claims data from Optum's deidentifed Clinformatics Data Mart Database. Participants included children aged 10 to 12 years and adolescents aged 13 to 18 years who were commercially insured …

Association Between Sars-Cov-2 Variants And Frequency Of Acute Symptoms: Analysis Of A Multi-Institutional Prospective Cohort Study-December 20, 2020-June 20, 2022., Ralph C, Wang, Michael Gottlieb, Juan Carlos C. Montoy, Robert M. Rodriguez, Huihui Yu, Erica S. Spatz, Christopher W. Chandler, Joann G. Elmore, Paavali A. Hannikainen, Anna Marie Chang, Mandy Hill, Ryan M. Huebinger, Ahamed H. Idris, Katherine Koo, Shu-Xia Li, Samuel Mcdonald, Graham Nichol, Kelli N. O'Laughlin, Ian D. Plumb, Michelle Santangelo, Sharon Saydah, Kari A. Stephens, Arjun K. Venkatesh, Robert A. Weinstein

Department of Emergency Medicine Faculty Papers

Background: While prior work examining severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern focused on hospitalization and death, less is known about differences in clinical presentation. We compared the prevalence of acute symptoms across pre-Delta, Delta, and Omicron.

Methods: We conducted an analysis of the Innovative Support for Patients with SARS-CoV-2 Infections Registry (INSPIRE), a cohort study enrolling symptomatic SARS-CoV-2-positive participants. We determined the association between the pre-Delta, Delta, and Omicron time periods and the prevalence of 21 coronavirus disease 2019 (COVID-19) acute symptoms.

Results: We enrolled 4113 participants from December 2020 to June 2022. Pre-Delta vs Delta …

Incorporating Resilience When Assessing Pandemic Risk In The Arctic: A Case Study Of Alaska, Sweta Tiwari, Andrey Petrov, Nino Mateshvili, Michele Devlin, Nikolay Golosov, Marya Rozanova-Smith, Mark Welford, John Degroote, Tatiana Degai, Stanislav Ksenofontov

Faculty Publications

The discourse on vulnerability to COVID-19 or any other pandemic is about the susceptibility to the effects of disease outbreaks. Over time, vulnerability has been assessed through various indices calculated using a confluence of societal factors. However, categorising Arctic communities, without considering their socioeconomic, cultural and demographic uniqueness, into the high and low continuum of vulnerability using universal indicators will undoubtedly result in the underestimation of the communities' capacity to withstand and recover from pandemic exposure. By recognising vulnerability and resilience as two separate but interrelated dimensions, this study reviews the Arctic communities' ability to cope with pandemic risks. In …

Beyond Covid-19: Designing Inclusive Public Health Surveillance By Including Wastewater Monitoring, Rochelle H. Holm, Na'taki Osborne Jelks, Rebecca Schneider, Ted Smith

Faculty Scholarship

Wastewater-based epidemiology is a promising and expanding public health surveillance method. The current wastewater testing trajectory to monitor primarily at community wastewater treatment plants was necessitated by immediate needs of the pandemic. Going forward, specific consideration should be given to monitoring vulnerable and underserved communities to ensure inclusion and rapid response to public health threats. This is particularly important when clinical testing data are insufficient to characterize community virus levels and spread in specific locations. Now is a timely call to action for equitably protecting health in the United States, which can be guided with intentional and inclusive wastewater monitoring.

Online Dashboards For Sars-Cov-2 Wastewater Data Need Standard Best Practices: An Environmental Health Communication Agenda, Colleen C. Naughton, Rochelle H. Holm, Nancy J. Lin, Brooklyn P. James, Ted Smith

Faculty Scholarship

The COVID-19 pandemic has highlighted the benefits of wastewater surveillance to supplement clinical data. Numerous online information dashboards have been rapidly, and typically independently, developed to communicate environmental surveillance data to public health officials and the public. In this study, we review dashboards presenting SARS-CoV-2 wastewater data and propose a path toward harmonization and improved risk communication. A list of 127 dashboards representing 27 countries was compiled. The variability was high and encompassed aspects including the graphics used for data presentation (e.g., line/bar graphs, maps, and tables), log versus linear scale, and 96 separate ways of labeling SARS-CoV-2 wastewater concentrations. …

Gambaran Kematian Maternal Di Kota Depok Sebelum Dan Sesudah Pandemi Covid-19, Dhora Yufita, Milla Herdayati

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Pandemi COVID-19 menimbulkan tantangan baru bagi kematian ibu yang berdampak pada seluruh aspek. Kematian ibu perlu menjadi perhatian khusus dikarenakan Angka Kematian Ibu (AKI) merupakan salah satu indikator yang menggambarkan kesejahteraan suatu bangsa. Tujuan penelitian ini adalah untuk mengetahui gambaran kematian ibu sebelum dan setelah pandemi COVID-19 di Kota Depok. Penelitian ini merupakan penelitian deskriptif kuantitatif yang menggambarkan isi suatu variabel dalam penelitian dan tidak dimaksudkan untuk menguji hipotesis tertentu. Hasil penelitian didapatkan bahwa kematian ibu di Kota Depok terbanyak terjadi pada tahun 2021 dengan jumlah kematian 65 kasus, dan penyebab tertinggi adalah COVID-19. Tingginya kematian ibu akibat COVID-19 dikarenakan …

Presidential Vote Share And Covid-19 Vaccination Rate In Indonesia: A District-Level Cross-Sectional Ecological Study, Gede Benny Setia Wirawan, Ni Luh Zallila Gustina, Ivy Cerelia Valerie, I Gusti Ayu Indah Pradnyani Rs, Muchamad Zaenal Arifin, Pande Putu Januraga

Kesmas

Political affiliation has been reported as a determinant of COVID-19 vaccine acceptance in some countries, although few studies have examined the Asian context. This study aims to fill this gap by employing an ecological study design using Indonesian regions as data points. Political affiliation was represented by incumbent President Jokowi’s vote share in the 2019 presidential election. Potential confounders included population density, human development index, availability of hospitals and primary health care, 2019–2020 economic growth, COVID-19 mortality rate, and proportion of Muslims in the population. The final analysis included 201 out of 501 districts and cities in Indonesia. Controlling for …

Driving After Marijuana Use Among Us College Students During The Covid-19 Pandemic, Yuni Tang

Graduate Theses, Dissertations, and Problem Reports

Introduction: Adolescents and college-aged adults account for a large proportion of the United States population and are susceptible to drugs, including marijuana. Since the late 1960s in the United States, numerous states have legalized marijuana for medical and recreational purposes. These recent policy changes may alter people’s attitudes and behaviors about marijuana use, particularly young adults. The expansion of state-level marijuana legalization may also increase accessibility in younger populations and increase reckless driving behavior associated with marijuana use, including driving after marijuana use. During the COVID-19 pandemic, adolescents and young adults experienced heightened stress and anxiety, which have significantly contributed …

Of Stances, Themes, And Anomalies In Covid-19 Mask-Wearing Tweets, Jwen Fai Low, Benjamin C.M. Fung, Farkhund Iqbal, Ebrahim Bagheri

All Works

COVID-19 is an opportunity to study public acceptance of a ‘‘new’’ healthcare intervention, universal masking, which unlike vaccination, is mostly alien to the Anglosphere public despite being practiced in ages past. Using a collection of over two million tweets, we studied the ways in which proponents and opponents of masking vied for influence as well as the themes driving the discourse. Pro-mask tweets encouraging others to mask up dominated Twitter early in the pandemic though its continued dominance has been eroded by anti-mask tweets criticizing others for their masking behavior. Engagement, represented by the counts of likes, retweets, and replies, …

Racial Residential Segregation And Covid-19 Mortality, Suresh Nath Neupane

Geosciences Theses

Studies have shown that the social and physical environments are strong predictors of the health of the urban population. This study investigates if racial residential segregation has any impact on the poor health outcome of residents in light of the COVID-19 pandemic. This is a cross-sectional study with 8, 668, 744 observations at the individual level. The hierarchical logistic regression conducted to investigate the association between race and residential segregation with COVID-19 mortality showed that a one unit increase in segregation is associated with a 1 % increase in mortality. Furthermore, people from Black and Asian ethnic communities were more …

Effect Of The Tokyo 2020 Summer Olympic Games On Covid-19 Incidence In Japan: A Synthetic Control Approach, Daisuke Yoneoka, Akifumi Eguchi, Kentato Fukumoto, Takayuki Kawashima, Yuta Tanoue, Takahiro Tabuchi, Hiroaki Miyata, Cyrus Ghaznavi, Kenji Shibuya, Shuhei Nomura

2020-Current year OA Pubs

BACKGROUND: The Tokyo 2020 Summer Olympic Games (23 July-8 August 2021) were held in the middle of Japan's fifth wave of COVID-19, when the number of cases was on the rise, and coincided with the fourth state of emergency implemented by the host city, Tokyo.

AIM: This study aimed to assess whether the hosting of the Games was associated with a change in the number of COVID-19 cases in Japan using a synthetic control method.

METHODS: A weighted average of control countries with a variety of predictors was used to estimate the counterfactual trajectory of daily COVID-19 cases per 1 …

Absence Of Visitors During Lockdown Reveals Natural Variation In Carbon Dioxide Level In The Glowworm Cave, Waitomo, New Zealand, David J. Merritt, Chris Hendy Dr, Shannon Corkill Ms

International Journal of Speleology

Waitomo Glowworm Cave is a highly visited cave where the highlight is viewing the bioluminescence display of a large colony of glowworms. Anthropogenic carbon dioxide build-up in the cave is prevented by management of chimney-effect ventilation aided by a network of microclimate sensors. A cave door prevents ventilationunder drying conditions and promotes it when necessary to clear CO₂ and when inflowing air has high relative humidity. A COVID-19-related nationwide “lockdown” in New Zealand from March 2020 resulted in neither staff nor visitors being present in the cave for 60 days, and provided an opportunity to assess the natural microclimate …

Investigating The Relationships Between Socioeconomic Status, Kratom Legislation, And The Covid-19 Pandemic On Opioid Overdose Mortality In The United States., Lyndsey Blair

Electronic Theses and Dissertations

Background: 585,000 people have died from an opioid overdose in the US between 1999 and 2020. The current opioid epidemic has been described as a quadruple wave of overdoses, due in part to the changes in prescription and illicit opioid supply as well as the underlying social and structural factors that led to a subsequent increase in demand. In order to mitigate the opioid epidemic through prevention and protection strategies, we must first understand the social and structural factors that are driving the increase in opioid misuse and abuse. To better understand the socioeconomic factors, we described socioeconomic profiles of …

The Adaptation Of Export-Scale Urban Farmers Amid The Covid-19 Pandemic In Bandung Metropolitan, Kinanti Indah Safitri, Oekan Soekotjo Abdoellah, Budhi Gunawan, Parikesit -, Yusep Suparman, Akhmad Zainal Mubarak, Margareth Pardede

The Qualitative Report

These days, urban agriculture is more than a hobby. It has expanded into a local commercial business, even to an export scale. However, urban farmers who have commercialized their products must adapt to the COVID-19 pandemic situation, which has impacted many aspects of global life. This research used a mixed-method approach. We collected quantitative data from 107 respondents on the household commercialization index, income level, and education level of export-scale-urban farmers in the Bandung metropolitan area, West Java, Indonesia. We also used qualitative data to determine how farmers were adapting to difficult situations due to the COVID-19 pandemic. This information …

Conscious And Unconscious Bias: The Hidden Pandemic Of Biases In Healthcare Exacerbated By Covid-19, Ibtisam Rauf, Abigail Hartmann, Alexandre Koumtchev, Syed Anjum Khan, Rahul Kashyap

HCA Healthcare Journal of Medicine

Background

There are limited data on unconscious bias in healthcare, but there is consistent evidence that it alters clinical decision-making. COVID-19 exacerbated many pre-existing disparities, and this paper seeks to identify, deconstruct, and propose mitigation strategies for a few of them.

Discussion

Five of the largest disparities amplified by the pandemic are discussed in this paper. Older people, Black people, uninsured people, rural communities, and people with lower education levels have been disproportionally affected in both morbidity and mortality.

Conclusions

The disparities discussed above did not occur in a vacuum but are the result of systemic issues. Equity starts with …

Dampak Kebijakan Psbb Terhadap Konsentrasi Pm2.5 Di Indonesia, Erwin Dariyanto

Jurnal Kebijakan Ekonomi

The aims of this study was to examine the impact of implementation of the Large-Scale Social Restriction or PSBB policy on the concentration of particulate matter 2.5 (PM_2.5). The observation period lasted from September 1, 2019 to December 31, 2020 in five major cities in Indonesia, namely Jakarta, Bandung, Yogyakarta, Semarang, and Surabaya. The data was processed using the fixed effect least square dummy variable (LSDV) model to test the impact of the PSBB policy or restrictions on citizen mobility to reduce the spread of COVID-19 on PM_2.5 concentrations.

As a result, the PSBB policy had a …

Assessing And Mapping Of Provincial Risks Of Covid-19 Using Regression-Based Significant Factors In The Philippines, Pauline Dela T. Roca, Jasper Victor Y. Miranda, Shirl Angelee R. Ocampo, Timothy F. Olvina

DLSU Senior High School Research Congress

The Coronavirus disease (COVID-19), a highly contagious fatal viral disease, has infected millions of people and led to substantial losses of human lives worldwide. The Philippines was considered a COVID-19 high-risk country because of the numerous surges, especially in the National Capital Region (NCR) and nearby provinces (‘NCR Plus’ bubble). In line with the UN Sustainable Development Goal 3 on health and well-being, this research was conducted to identify the significant correlates of COVID-19 relative risks and cases in the Philippines in 2020 and 2021, using multiple linear regression model, negative binomial regression model, and principal component analysis. It also …

Overcrowded Housing Increases Risk For Covid-19 Mortality: An Ecological Study, Karan Varshney, Talia Glodjo, Jenna R Adalbert

College of Population Health Faculty Papers

Objectives: Overcrowded housing is a sociodemographic variable associated with increased infection and mortality rates from communicable diseases. It is not well understood if this association exists for COVID-19. Our objective was hence to determine the association between household overcrowding and risk of mortality from COVID-19, and this was done by performing bivariable and multivariable analyses using COVID-19 data from cities in Los Angeles County.

Results: Bivariate regression revealed that overcrowded households were positively associated with COVID-19 deaths (standardized β = 0.863, p < 0.001). COVID-19 case totals, people aged 60+, and the number of overcrowded households met conditions for inclusion in the backwards stepwise linear regression model. Analysis revealed all independent variables were positively associated with mortality rates, primarily for individuals 60 + (standardized β1 = 0.375, p = 0.001), followed by overcrowded households (standardized β2 = 0.346, p = 0.014), and total COVID-19 cases (standardized β3 = 0.311, p < 0.001). Our findings highlight that residing in overcrowded households may be an important risk factor for COVID-19 mortality. Public health entities should consider this population when allocating resources for prevention and control of COVID-19 mortality and future disease outbreaks.

Overcrowded Housing Increases Risk For Covid-19 Mortality: An Ecological Study., Karan Varshney, Talia Glodjo, Jenna Adalbert

College of Population Health Faculty Papers

OBJECTIVES: Overcrowded housing is a sociodemographic variable associated with increased infection and mortality rates from communicable diseases. It is not well understood if this association exists for COVID-19. Our objective was hence to determine the association between household overcrowding and risk of mortality from COVID-19, and this was done by performing bivariable and multivariable analyses using COVID-19 data from cities in Los Angeles County.

RESULTS: Bivariate regression revealed that overcrowded households were positively associated with COVID-19 deaths (standardized β = 0.863, p < 0.001). COVID-19 case totals, people aged 60+, and the number of overcrowded households met conditions for inclusion in the backwards stepwise linear regression model. Analysis revealed all independent variables were positively associated with mortality rates, primarily for individuals 60 + (standardized β

Epidemiological Algorithm For Early Detection Of Covid-19 Cases In A Mexican Oncologic Center, Moisés González-Escamilla, Diana Cristina Pérez-Ibave, Carlos Horacio Burciaga-Flores, Vanessa Natali Ortiz-Murillo, Genaro A. Ramírez-Correa, Patricia Rodríguez-Niño, Rafael Piñeiro-Retif, Hazyadee Frecia Rodríguez-Gutiérrez, Fernando Alcorta-Nuñez

School of Medicine Publications and Presentations

An early detection tool for latent COVID-19 infections in oncology staff and patients is essential to prevent outbreaks in a cancer center. (1) Background: In this study, we developed and implemented two early detection tools for the radiotherapy area to identify COVID-19 cases opportunely. (2) Methods: Staff and patients answered a questionnaire (electronic and paper surveys, respectively) with clinical and epidemiological information. The data were collected through two online survey tools: Real-Time Tracking (R-Track) and Summary of Factors (S-Facts). Cut-off values were established according to the algorithm models. SARS-CoV-2 qRT-PCR tests confirmed the positive algorithms individuals. (3) Results: Oncology staff …

Coronavirus Disease 2019 (Covid-19) Research Agenda For Healthcare Epidemiology, Lona Mody, Hilary M Babcock, Jennie H Kwon, Et Al

Open Access Publications

This SHEA white paper identifies knowledge gaps and challenges in healthcare epidemiology research related to coronavirus disease 2019 (COVID-19) with a focus on core principles of healthcare epidemiology. These gaps, revealed during the worst phases of the COVID-19 pandemic, are described in 10 sections: epidemiology, outbreak investigation, surveillance, isolation precaution practices, personal protective equipment (PPE), environmental contamination and disinfection, drug and supply shortages, antimicrobial stewardship, healthcare personnel (HCP) occupational safety, and return to work policies. Each section highlights three critical healthcare epidemiology research questions with detailed description provided in supplementary materials. This research agenda calls for translational studies from laboratory-based …

A Narrative Review Of The Evidence For Variations In Serum 25-Hydroxyvitamin D Concentration Thresholds For Optimal Health, William B. Grant, Fatme Al Anouti, Barbara J. Boucher, Erdinç Dursun, Duygu Gezen-Ak, Edward B. Jude, Tatiana Karonova, Pawel Pludowski

All Works

Vitamin D3 has many important health benefits. Unfortunately, these benefits are not widely known among health care personnel and the general public. As a result, most of the world’s population has serum 25-hydroxyvitamin D (25(OH)D) concentrations far below optimal values. This narrative review examines the evidence for the major causes of death including cardiovascular disease, hypertension, cancer, type 2 diabetes mellitus, and COVID-19 with regard to sub-optimal 25(OH)D concentrations. Evidence for the beneficial effects comes from a variety of approaches including ecological and observational studies, studies of mechanisms, and Mendelian randomization studies. Although randomized controlled trials (RCTs) are generally considered …

Social Determinants Of Disease: Hiv And Covid-19 Experiences, Raiza M. Beltran, Ian W. Holloway, Chenglin Hong, Ayako Miyashita, Luisita Cordero, Elizabeth Wu, Katherine Burris, Paula M. Frew

Epidemiology & Biostatistics Faculty Publications

Purpose of Review: The differential impact of the COVID-19 and HIV pandemics on marginalized communities has renewed calls for more robust and deeper investigation into structural and social causes of health inequities contributing to these infections, including underlying factors related to systematic racism. Using the Social Determinants of Health (SDOH) framework, we analyzed parallel and divergent factors associated with COVID-19 and HIV/AIDS and the prevalence of disparate disease in diverse communities. We utilized PRISMA guidelines to identify relevant literature (N = 210 articles) that resulted in a review of 125 articles included in our synthesis. Recent Findings: With racial health …

A North Carolina Zip Code Specific Analysis Of Community And Environmental Social Determinants Of Health Variables And Health Outcomes: Mortality And Ambulatory Care Sensitive Conditions, Alicia Mcdaniel

MUSC Theses and Dissertations

The COVID-19 pandemic elevated public awareness of the impact of health inequities and the role that social determinants of health (SDOH) play in population health outcomes. Despite the utility, healthcare providers remain ill-informed on the community level SDOH data needed to improve health outcomes due to this information not being integrated into the Electronic Health Record (EHR) (Cantor and Thorpe, 2018; Park, 2018). Therefore, the association between community and environmental SDOH variables at the zip code level, using North Carolina hospital admissions data for infant mortality, adult mortality, and ambulatory care sensitive conditions (ACSC) were evaluated through logistic regression to …