Health Services Administration Commons^™

Time-To-Event Modeling For Hospital Length Of Stay Prediction For Covid-19 Patients, Yuxin Wen, Md. Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter Mccaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang Bill Tseng

Engineering Faculty Articles and Research

Providing timely patient care while maintaining optimal resource utilization is one of the central operational challenges hospitals have been facing throughout the pandemic. Hospital length of stay (LOS) is an important indicator of hospital efficiency, quality of patient care, and operational resilience. Numerous researchers have developed regression or classification models to predict LOS. However, conventional models suffer from the lack of capability to make use of typically censored clinical data. We propose to use time-to-event modeling techniques, also known as survival analysis, to predict the LOS for patients based on individualized information collected from multiple sources. The performance of six …

Impact Of The Covid-19 Pandemic On The Care Continuum Of Youth Living With Hiv: Qualitative Study Of The Scale It Up Program Clinical Sites, Tyra Dark, Sitaji Gurung, Mary Dooley, Kit N. Simpson, Seyram A. Butame, Sylvie Naar

Publications and Research

The study objective was to explore the impact of COVID-19 pandemic restrictions on the clinics’ ability to provide continuous healthcare services to youth (15–24 years) living with HIV (YLWH). One focused semi-structured interview was conducted with each HIV clinic site—resulting in ten interviews. Data were analyzed using thematic analysis techniques assisted by NVIVO coding software and themes indicating barriers and facilitators to providing uninterrupted healthcare were elicited. Six themes were identified that affected the care continuum of YLWH: Timeframe of clinic preparation to address COVID-19 restrictions; impact on treatment cascade monitoring data; impact on patient care; impact on staff and …

Covid-19 Pandemic Handling Strategies By The Baduy Tribe, Randi Irmayanto, Ede Surya Darmawan

Journal of Indonesian Health Policy and Administration

The first case of COVID-19 in Indonesia was announced by the President on March 2, 2020. As of June 22, 2022, the cumulative number of confirmed positive cases in Indonesia is 6,072,918 cases, with 5,904,825 recoveries and 156,702 deaths. In response to this case, the government made a policy starting with Large-Scale Social Restrictions contained in Government Regulation Number 21 of 2020 until the Enforcement of Restrictions on Community Activities based on levels (4, 3, 2, and 1) set by the Ministry of Home Affairs. The government's strategy to deal with this is through the 5M health protocol (wearing masks, …

The Roles And Policies For The Use Of Telemedicine In Handling Covid-19 Self-Isolation: Literature Review, Rafika Stany Yonathan, Mardiati Nadjib

Journal of Indonesian Health Policy and Administration

The current COVID-19 pandemic has had various impacts on the world. The unpredictable spike in cases led to an explosion in patient numbers. The problem of limited treatment facilities forces patients to self- isolate at home. Along with technological advances, various facilities have also been created, one of which is telemedicine. This study aims to look at the role of telemedicine as a strategy for handling COVID-19 self-isolated patients in various countries. This study was conducted descriptively with a literature review. The search was carried out on articles published in Indonesian and English through Google Scholar, Pubmed, and Science Direct …

Implementation Of The Covid-19 Risk Communication Policy In Pandeglang 2022, Nahda Salimah, Wahyu Sulistiadi

Journal of Indonesian Health Policy and Administration

Currently, the world is experiencing a non-natural disaster, the COVID-19 pandemic. The Indonesian Government issued instructions for handling and controlling COVID-19 by implementing health protocols and vaccinations to reduce the rate of COVID-19 cases. The handling and control of COVID-19 are delivered by increasing public knowledge about COVID-19 through a risk communication approach. Pandeglang area, Banten, had the lowest dose one and two vaccination coverage rates in Banten Province in 2021. Implementing the risk communication policy needs to be considered in successfully handling and controlling COVID-19. This research is qualitative with case study type research. The method of collecting data …

Effect Of Early Mobilization On Length Of Hospital Stay In Covid-19 Patients: A Critically Appraised Topic, Ashlee Hodges, Anna Claire Briscoe, Anna Beth Willoughby, Carlton Hubbard, Nathan Smith

Master of Occupational Therapy Student Critically Appraised Topics

For this project, we created a critically appraised topic to study the effects of early mobilization on length of hospital stay in COVID-19 patients in the ICU.

Contributions Community Health Centers In The Delta Have Made During The Pandemic And Their Future, Ajah Tiyanna Singleton

Honors Theses

Community health centers that are located in the Mississippi Delta serve as critical points of contact for residents pertaining to medical care. The framework for the services provided locally, and nationally, originate from the now Delta Health Center in Mound Bayou, MS. The care that providers within these institutions have transformed over the course of the pandemic, and the aid rendered to patients have enabled residents to maintain their current level of health. Analyzing the various services provided during this time will allow for stakeholders to determine the next steps for these institutions as the imminent transition into a COVID-19 …

Pandemic-Related Caregiver Burden Among Public Health Workforce: A Mixed-Method Analysis, Tony Lee

Electronic Theses, Projects, and Dissertations

Coronavirus Disease 2019 (COVID-19), caused by a highly contagious novel virus called SARS-CoV-2, has led to significant global morbidity and mortality. The healthcare workforce (HCW) is disproportionately impacted by the COVID-19 pandemic and is more likely to report depression, burnout, moral injury, compassion fatigue, and post-traumatic stress. However, research among the public health workforce (PHW) remains limited. Given the burden of COVID-19 itself, coupled with the work-related pressure of rapid pandemic management strategies, risk of exposure, potential fatigue, etc., understanding the mental health needs of PHW and related professionals is critical. As such, the purpose of this study is to …

Understanding Patient Experiences Before And During The Covid-19 Pandemic: A Quasi-Experimental Comparison Of In-Person And Virtual Cancer Care, Linda Watson, Claire Link, Siwei Qi, Eclair Photitai, Lindsi Chmielewski, Diane Fode, Andrea Deiure

Patient Experience Journal

The COVID-19 pandemic prompted the immediate widespread implementation of virtual care appointments in Cancer Care Alberta (CCA). This study aimed to compare patient experiences and satisfaction with in-person care provided prior to the pandemic and virtual care provided after the COVID-19 outbreak. Surveys were conducted to compare patient satisfaction, using the Your Voice Matters (YVM) experience survey, between patients in the pre-pandemic in-person (baseline) and post-outbreak (virtual) cohorts. Generalized Linear Models (GLMs) with an ordinal logistic link were used, adjusting for self-reported health status and other covariates, to investigate the association between cohort type and patient satisfaction. Despite having higher …

Citizenship Matters: Non-Citizen Covid-19 Mortality Disparities In New York And Los Angeles, Jason A. Douglas, Georgiana Bostean, Angel Miles Nash, Emmanuel B. John, Lawrence M. Brown, Andrew M. Subica

Health Sciences and Kinesiology Faculty Articles

U.S. non-citizen residents are burdened by inequitable access to socioeconomic resources, potentially placing them at heightened risk of COVID-19-related disparities. However, COVID-19 impacts on non-citizens are not well understood. Accordingly, the current study investigated COVID-19 mortality disparities within New York (NYC) and Los Angeles (LAC) to test our hypothesis that areas with large proportions of non-citizens will have disproportionately high COVID-19 mortality rates. We examined ecological associations between March 2020–January 2021 COVID-19 mortality rates (per 100,000 residents) and percent non-citizens (using ZIP Code Tabulation Areas (ZCTA) for NYC and City/Community units of analysis for LAC) while controlling for sociodemographic factors. …

Covid-19 Vaccine Uptake Among College Students, Erin Hoening, Elizabeth Morse, David Phillippi, Krystal Huesmann

DNP Projects

Background: Public health strategies to improve COVID-19 vaccine uptake among college students living in residential communities varied, some universities opted to mandate COVID-19 vaccines while other universities opted to promote and influence the choice for vaccination.

Purpose: This descriptive, cross-sectional study examined the voluntary uptake of COVID-19 vaccines among residential students on a college campus in the southeastern U.S. that elected an evidence-driven health promotion strategy that included strong health promotion messaging coupled with coordinated efforts to make the vaccine accessible and appealing to students on campus.

Methods: Analysis of vaccine uptake was derived from campus electronic health records during …

Teledentistry: Strategi Marketing Pelayanan Kesehatan Gigi Dan Mulut Di Era Pandemi Covid-19: Systematic Review, Noormaya Sari, Wahyu Sulistiadi

Jurnal ARSI : Administrasi Rumah Sakit Indonesia

During COVID-19 pandemic, most patients were unwilling to visit the hospital because of fear of COVID-19 contracted, including dental patients, then led to a decrease in the number of patients visits to dental clinics. Hospital managements should have the right marketing strategy so that this situation does not interfere with the operation and income of the hospital. One of the dental service concept that can be developed during the COVID-19 pandemic is teledentistry. The design of this study is a systematic review that searches correlation between dental patients and COVID-19 and marketing strategy. As a result, several studies said that …

The Impact Of Physical Distancing Health Policy In Reducing Covid-19 Incidence In The World In 2020: Literature Review Study, Nunik Nurbaiti, Dumilah Ayuningtyas

Journal of Indonesian Health Policy and Administration

To reduce and slow the spread of COVID-19, many countries in the world have adopted physical distancing health policy, which have never happened before. This study aims to get an overview of the impact of physical distancing health policy to reduce of COVID-19 incidence in the world at 2020. The research design used was a descriptive qualitative with a narrative literature review method, while the research source came from international journal channels Google Scholar, ProQuest, PubMed, Science Direct, and Scopus with search data for the past five years. The approach used is the input, process, and output (IPO). From the …

Social Distancing Policy As A Means Of Improving Public Awareness During Covid-19 Pandemic: A Literature Review, Ulfa Oktaviani, Helen Andriani

Journal of Indonesian Health Policy and Administration

To reduce COVID-19 transmission during the epidemic, most countries implemented a social distancing policy. However, without the people's compliance, this implementation will be useless. The combination of individual and environmental variables is critical to the success of initiating and maintaining health behaviors. The purpose of this study is to assess public participation toward obedience social distancing policy as a means of improving public awareness during COVID-19 pandemic. A literature review was used in this research. PubMed, Google Scholar, and ProQuest, with a cut-off date of 29 June 2021, were used to do an electronic search with no language constraints. There …

Violence Against Healthcare Workers: An Epidemic Within A Pandemic, Michaela Ramandanes

College of Health Sciences Posters

Violence and harassment towards healthcare workers has been an underlying problem throughout history. However, with the rapid and evolving onset of the COVID-19 pandemic, the risks that healthcare workers face has been a focal topic of discussion among administration, staff and the public. What was once considered an occupational hazard is now being raised as a public health issue- an epidemic within a pandemic. This literature review seeks to identify the prevalence and causes of violence and harassment towards healthcare workers. Was healthcare violence as prevalent before COVID-19? Has violence increased because patient volume increased? Additionally, this review will determine …

Disparities In Uptake Of The Primary Sars-Cov-2 Vaccine Series In A Southern Indiana Vaccine Clinic, Cassidy Padgett

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

Objective: COVID-19 is a potentially severe respiratory disease caused by infection from the SARS-CoV-2 virus. COVID-19 was first discovered in 2019 and vaccines against the virus began development in early 2020. COVID-19 vaccines are effective at preventing severe illness, hospitalizations, and death from SARS-CoV-2 infection. Clark Memorial Health is a 236-bed community health system located in southern Indiana. As one of the first four hospitals in the state of Indiana to receive the Pfizer-BioNTech’s COVID-19 vaccine in December of 2020, this health system led the area in vaccine administration. Prior to the emergency use authorization (EUA) of the COVID-19 vaccines, …

Health Workers On The Political Frontlines, Gideon Lasco

Development Studies Faculty Publications

No abstract provided.

An Analysis Of The Special Focus Facility Program And Nursing Home Quality, Annie S. Rhodes

Theses and Dissertations

The Special Focus Facility Program is an intensive program meant to rapidly support 88 of the lowest quality nursing homes in the United States, as determined by the Five-Star Quality Ranking system. There are also 435 facility candidates which are similarly low performing but not enrolled in the program. Academic literature has largely ignored this program, and the existing grey literature is more than a decade old and does not include COVID-19 data. Applying a political economy of aging framework and using a case matching methodology, Special Focus Facilities (SFF), Special Focus Facility Candidate (SFFc) nursing homes, and 5-star nursing …

Covid-19 In A Secure Behavioral Rehabilitation Setting: A Program Evaluation, Jennifer G. Jones

Doctors of Nursing Practice (DNP) Final Projects, 2020-current

Problem: The COVID-19 case rate as of June 5, 2020, for prisoners was 5.5 times higher than the United States (US) population case rate (Saloner et al., 2020). A secure behavioral rehabilitation facility in the US was challenged to mitigate the spread of COVID-19 and made many changes to facility and program protocol in order to meet this challenge.

Methods: The purpose of this program evaluation was to examine the COVID-19 facility response, case rates, percent positivity and attack rates between units at a secure behavioral rehabilitation facility to inform further policy and procedure recommendations for the mitigation of COVID-19 …

Breastfeeding Media Coverage And Beliefs During The Covid-19 Pandemic In Mexico: Implications For Breastfeeding Equity, Mireya Vilar-Compte, P. Gaitán‐Rossi, E. C. Rhodes, V. Cruz‐Villalba, R. Pérez‐Escamilla

Department of Public Health Scholarship and Creative Works

Background: Because breastfeeding offers short- and long- term health benefits to mothers and children, breastfeeding promotion and support is a public health priority. Evidence shows that SARS-CoV-2 is not likely to be transmitted via breastmilk. Moreover, antibodies against SARS-CoV-2 are thought to be contained in breastmilk of mothers with history of COVID-19 infection or vaccination. WHO recommends direct breastfeeding as the preferred infant feeding option during the COVID-19 pandemic, even among women with COVID-19; but conflicting practices have been adopted, which could widen existing inequities in breastfeeding. This study aims to describe how information about breastfeeding was communicated in Mexican …

Managing Covid-19: Legal And Institutional Issues, Yon-Shik Lee

Minnesota Journal of Law, Science & Technology

No abstract provided.

Responding To The Pandemic: A Multicountry Study On Social-Political Factors And Health Outcomes Of Covid-19, Lan Yao

Theses and Dissertations (ETD)

Introduction. Coronavirus Disease 2019 (COVID-19) poses a major global threat to human beings, which has caused devastating consequences of population health, political, and economic crises in many countries. This dissertation was composed of three research activities to study the following aims: (1) review the existing literature focusing on political factors and health outcomes of COVID-19; (2) assess the relationship between democracy and case fatality rate of COVID-19 by controlling for the effect of age, comorbidity, health expenditure, healthcare workforce, and population density; and (3) identify the trajectory pattern cases peak days, deaths peak days, and peak periods.

Methods. We accessed …

Health Technology In School-Based Health Centers: Supporting Continuous Care During Covid-19, Erin Sullivan, Anna Goddard, Paula Fields, Suzanne Mackey

Nursing Faculty Publications

Background: Children and adolescents in the United States face disparities by race, ethnicity, and socioeconomic status, including unequal access to consistent and high-quality healthcare. School-based health centers (SBHCs) promote health equity by delivering primary, mental, and other health services directly to students in their schools. The COVID-19 outbreak in the United States resulted in schools and SBHCs closing their physical sites and pivoting to virtual service delivery. Methods: In the months immediately following school closures, school-based health center practitioners and sponsors participated in an online listening series to share how they used technology to creatively advertise services, engage with students, …

Analisis Kebijakan Pembatasan Sosial Berskala Besar Dalam Penanggulangan Coronavirus Disease 2019 (Covid-19) Di Kota Bogor, Annisa Sayyidatul Ulfa

Journal of Indonesian Health Policy and Administration

Pembatasan Sosial Berskala Besar (PSBB) is a policy needed by Bogor City's people to prevent the spread of COVID-19. In its implementation, Bogor City conducted 5-stage of PSBB. This policy provides an overview to stakeholders regarding evaluation, Analysis of strengths, weaknesses, opportunities, and threats, as well as recommendations for PSBB policies in Bogor City. This study uses a Rapid Analysis approach with Media Content Analysis on various policies made by its Government regarding PSBB published from April 13 - June 25, 2020. Data analysis uses a policy triangle and a SWOT model. Policy actors issued 18 health, socio-economy, education, transportation, …

Collegiate Athletic Trainers’ Experiences Planning For Return-To-Sports During Covid-19: A Qualitative Research Study, Eric G. Post, Justin S. Disanti, Christianne M. Eason, Hayley J. Root, Thomas E. Abdenour

Internet Journal of Allied Health Sciences and Practice

Purpose: The purpose of this study was to explore the role of intercollegiate head athletic trainers in the process of planning to resume sport, as well as their experiences across the course of the pandemic to identify key strategies, challenges, and future considerations during the Covid-19 pandemic. Method: This exploratory, descriptive qualitative study was conducted via one-on-one semi structured interviews through the Zoom video conference technology. Twenty-four head athletic trainers across NCAA Division I, II, and III institutions participated in the study. Results: Emerging themes included the development of detailed, institution-specific plans with shared elements such as policies for testing …

Impact Of The Covid-19 Pandemic On Loneliness And Social Isolation: A Multi-Country Study, Roger O’Sullivan, Annette Burns, Gerard Leavey, Iracema Leroi, Vanessa Burholt, James Lubben, Julianne Holt-Lunstad, Christina Victor, Brian Lawlor, Mireya Vilar-Compte, Carla M. Perissinotto, Mark A. Tully, Mary Pat Sullivan, Michael Rosato, Joanna Mchugh Power, Elisa Tiilikainen, Thomas R. Prohaska

Department of Public Health Scholarship and Creative Works

The COVID-19 global pandemic and subsequent public health social measures have challenged our social and economic life, with increasing concerns around potentially rising levels of social isolation and loneliness. This paper is based on cross-sectional online survey data (available in 10 languages, from 2 June to 16 November 2020) with 20,398 respondents from 101 different countries. It aims to help increase our understanding of the global risk factors that are associated with social isolation and loneliness, irrespective of culture or country, to support evidence-based policy, services and public health interventions. We found the prevalence of severe loneliness was 21% during …

Temporal Geospatial Analysis Of Covid-19 Pre-Infection Determinants Of Risk In South Carolina, Tianchu Lyu, Nicole L. Hair, Nicholas Yell, Zhenlong Li, Shan Qiao, Chen Liang, Xiaoming Li

Faculty Publications

Disparities and their geospatial patterns exist in morbidity and mortality of COVID-19 patients. When it comes to the infection rate, there is a dearth of research with respect to the disparity structure, its geospatial characteristics, and the pre-infection determinants of risk (PIDRs). This work aimed to assess the temporal–geospatial associations between PIDRs and COVID-19 infection at the county level in South Carolina. We used the spatial error model (SEM), spatial lag model (SLM), and conditional autoregressive model (CAR) as global models and the geographically weighted regression model (GWR) as a local model. The data were retrieved from multiple sources including …

Demographic Disparities In Clinical Outcomes Of Covid-19: Data From A Statewide Cohort In South Carolina, Xueying Yang, Jiajia Zhang Ph.D., Shujie Chen, Bankole Olatosi Ph.D., Larisa Bruner, Abdoulaye Diedhiou, Cheryl Scott, Ali Mansaray, Sharon Weissman, Xiaoming Li Ph.D.

Faculty Publications

Background:

Current literature examining the clinical characteristics of coronavirus disease 2019 (COVID-19) patients under-represent COVID-19 cases who were either asymptomatic or had mild symptoms.

Methods:

We analyzed statewide data from 280 177 COVID-19 cases from various health care facilities during March 4-December 31, 2020. Each COVID-19 case was reported using the standardized Case Report Form (CRF), which collected information on demographic characteristics, symptoms, hospitalization, and death. We used multivariable logistic regression to analyze the associations between sociodemographics and disease severity, hospitalization, and mortality.

Results:

Among a total of 280 177 COVID-19 cases, 5.2% (14 451) were hospitalized and 1.9% (5308) …

Hospitalists Stare Down The Covid-19 Pandemic, Sutoidem Akpanudo

Marshall Journal of Medicine

Hospital medicine is the country's fastest growing medical specialty. The role of hospitalists has evolved greatly in the past few decades. Hospitalists have become the quarterbacks in the effort to fight against the COVID-19 pandemic. The pandemic has brought about a transformational change to the practice of Hospital Medicine.

Testing The Multi-Theory Model (Mtm) To Predict The Use Of New Technology For Social Connectedness In The Covid-19 Pandemic, Manoj Sharma, Kavita Batra, Jason Flatt

Environmental & Global Health Faculty Research

Loneliness or social isolation, recently described as a “behavioral epidemic,” remains a long-standing public health issue, which has worsened during the COVID-19 pandemic. The use of technology has been suggested to enhance social connectedness and to decrease the negative health outcomes associated with social isolation. However, till today, no theory-based studies were performed to examine the determinants of technology use. Therefore, the current study aims to test theory-based determinants in explaining the adoption of new technology in a nationally representative sample during the COVID-19 pandemic (n = 382). A psychometrically reliable and valid instrument based on the multi-theory model (MTM) …