Digital Commons Network^™

Sars-Cov-2 Seroprevalence In Pregnant Women In Kilifi, Kenya From March 2020 To March 2022, Angela Koech, Geoffrey Omuse, Alex Mugo, Isaac Mwaniki, Joseph Mutunga, Moses Mukhanya, Onesmus Wanje, Grace Mwashigadi, Geoffrey Katana, Marleen Temmerman

Centre of Excellence in Women and Child Health

Background: Seroprevalence studies are an alternative approach to estimating the extent of transmission of SARS-CoV-2 and the evolution of the pandemic in different geographical settings. We aimed to determine the SARS-CoV-2 seroprevalence from March 2020 to March 2022 in a rural and urban setting in Kilifi County, Kenya.

Methods: We obtained representative random samples of stored serum from a pregnancy cohort study for the period March 2020 to March 2022 and tested for antibodies against the spike protein using a qualitative SARS-CoV-2 ELISA kit (Wantai, total antibodies). All positive samples were retested for anti-SARS-CoV-2 anti-nucleocapsid antibodies (Euroimmun, ELISA kits, NCP, …

Reflections Of Elementary Principals Leading Through Disruption And Crisis: An Exploration Of Pandemic Leadership, Nicole Renee Peterson

Dissertations

COVID-19 had a tremendous impact on schools across the globe. Educational leaders had to respond to executive orders quickly. Centers for Disease Control and Prevention (CDC) guidelines focused on mandates regarding students’ and staff’s educational, health, and social-emotional needs. This study explored and described the experience and reflections of elementary principals and their staff members during this disruptive time in history.

This qualitative multiple case study involved the interviews of five elementary principals and staff focus groups from each of their buildings. The overarching research questions were: (a) How do principals describe, metacognitively process, and make meaning of their response …

Empagliflozin In Patients Admitted To Hospital With Covid-19 (Recovery): A Randomised, Controlled, Open-Label, Platform Trial, Recovery Collaborative Group

Faculty, Staff and Student Publications

BACKGROUND: Empagliflozin has been proposed as a treatment for COVID-19 on the basis of its anti-inflammatory, metabolic, and haemodynamic effects. The RECOVERY trial aimed to assess its safety and efficacy in patients admitted to hospital with COVID-19.

METHODS: In the randomised, controlled, open-label RECOVERY trial, several possible treatments are compared with usual care in patients hospitalised with COVID-19. In this analysis, we assess eligible and consenting adults who were randomly allocated in a 1:1 ratio to either usual standard of care alone or usual standard of care plus oral empagliflozin 10 mg once daily for 28 days or until discharge …

Influenza Viral Infection Is A Risk Factor For Severe Illness In Covid-19 Patients: A Nationwide Population-Based Cohort Study, Jeong-Hwan Hwang, Yeon Seok You, Sang Woo Yeom, Min Gyu Lee, Jong-Hwan Lee, Min Gul Kim, Jong Seung Kim

Faculty, Staff and Student Publications

In order to prepare for the twindemic of influenza and SARS-CoV-2 infection, we investigated the association between influenza infection and subsequent severity of SARS-CoV-2 infection. A population-based nationwide cohort study was performed using data from the National Health Insurance Service (NHIS) in the Republic of Korea. This study included 274,126 individuals who underwent SARS-CoV-2 PCR testing between 20 January 2020 and 1 October 2020. Among these patients, 28,338 tested positive for SARS-CoV-2, and 4,003 of these individuals had a history of influenza. The control group was selected through 1:1 propensity score matching. In the group of 4,003 COVID-19-positive individuals with …

The Impact Of Covid-19 On Managing Ophthalmic Diseases: An International, Descriptive Study, Ethan Waisberg, Joshua Ong, Nasif Zaman, Sharif Amit Kamran, Alireza Tavakkoli, Andrew G Lee

Faculty, Staff and Student Publications

Background: Anecdotally, the COVID-19 pandemic has resulted in more severe cases of eye disease, decreased medication compliance/availability, and decreased treatment volume due to the lockdown.

Aims: We aim to quantify and bring together a variety of international perspectives from ophthalmologists of different subspecialties to characterize the global impact of COVID-19 on managing various ophthalmic disease.

Methods: An online survey of 10 questions was conducted among ophthalmologists using a specialized survey program.

Results: Fifty-two ophthalmologists were successfully contacted. Survey respondents include ophthalmologists from USA, Canada, Korea, Mexico, and New Zealand. Based on the results of our survey, 1 year after the …

Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu

Research Collection Lee Kong Chian School Of Business

Objectives: Telemedicine enables patients to communicate with physicians effectively, especially during the coronavirus disease (COVID-19) pandemic. However, few studies have explored the use of online health care platforms for a comprehensive range of specialties during the COVID-19 pandemic. This study aimed to investigate how telemedicine services were affected by the announcement of human-to-human transmission in China. Methods: Telemedicine data from haodf.com in China were collected. A difference-in-differences analysis compared the number of telemedicine use and the number of active online physicians for different specialties in 2020 with the numbers in 2019, before and after the announcement of human-to-human transmission. Results: …

Characterization Of Tungiasis Infection And Morbidity Using Thermography In Kenya Revealed Higher Disease Burden During Covid-19 School Closures, Lynne Elson, Abneel K. Matharu, Naomi Riithi, Paul Ouma, Francis Mutebi, Hermann Feldmeier, Jürgen Krücken, Ulrike Fillinger

All Peer-Reviewed Publications

Background: Tungiasis is a neglected tropical skin disease caused by the sand flea Tunga penetrans. Female fleas penetrate the skin, particularly at the feet, and cause severe inflammation. This study aimed to characterize disease burden in two highly affected regions in Kenya, to test the use of thermography to detect tungiasis-associated inflammation and to create a new two-level classification of disease severity suitable for mapping, targeting, and monitoring interventions. Methods: From February 2020 to April 2021, 3532 pupils age 8–14 years were quasi-randomly selected in 35 public primary schools and examined for tungiasis and associated symptoms. Of the infected pupils, …

Factors Associated With Covid-19 Vaccination Status: A Cross-Sectional Study Of California Students In Higher Education, Marcelle M. Dougan, Anji Buckner

Faculty Research, Scholarly, and Creative Activity

To examine the factors associated with coronavirus vaccine hesitancy among students in higher education, we conducted a cross-sectional mixed-methods study between June and August 2021 among California students in higher education (n = 4444). We collected information on vaccination status, socio-demographics, and attitudes towards coronavirus vaccination. After adjusting for social demographics and social network characteristics, compared to those with household members who were vaccinated, those who had household members who were unvaccinated had 0.11 (95% CI 0.09 – 0.14) times the odds of being vaccinated. Political identification was related to vaccination status: compared to those who did not identify with …

Greater Traditionalism Predicts Covid-19 Precautionary Behaviors Across 27 Societies, Theodore Samore, D. M. T. Fessler, A. M. Sparks, C. Holbrook, L. Aaroe, Norman P. Li, Kai Lin Lynn Tan, Et Al

Research Collection School of Social Sciences

People vary both in their embrace of their society’s traditions, and in their perception of hazards as salient and necessitating a response. Over evolutionary time, traditions have offered avenues for addressing hazards, plausibly resulting in linkages between orientations toward tradition and orientations toward danger. Emerging research documents connections between traditionalism and threat responsivity, including pathogen-avoidance motivations. Additionally, because hazard-mitigating behaviors can conflict with competing priorities, associations between traditionalism and pathogen avoidance may hinge on contextually contingent tradeoffs. The COVID-19 pandemic provides a real-world test of the posited relationship between traditionalism and hazard avoidance. Across 27 societies (N = 7844), we …

Core Warming Of Coronavirus Disease 2019 Patients Undergoing Mechanical Ventilation: A Pilot Study, Nathaniel P Bonfanti, Nicholas M Mohr, David C Willms, Roger J Bedimo, Emily Gundert, Kristina L Goff, Erik B Kulstad, Anne M Drewry

2020-Current year OA Pubs

Fever is a recognized protective factor in patients with sepsis, and growing data suggest beneficial effects on outcomes in sepsis with elevated temperature, with a recent pilot randomized controlled trial (RCT) showing lower mortality by warming afebrile sepsis patients in the intensive care unit (ICU). The objective of this prospective single-site RCT was to determine if core warming improves respiratory physiology of mechanically ventilated patients with coronavirus disease 2019 (COVID-19), allowing earlier weaning from ventilation, and greater overall survival. A total of 19 patients with mean age of 60.5 (±12.5) years, 37% female, mean weight 95.1 (±18.6) kg, and mean …

Differences In Mental Health Outcomes And Services By Gender Identity Among Sexual And Gender Minorities During The First Shelter-In-Place Order Of The Covid-19 Pandemic In Texas, 2020, Mariah Victoria Alvarez Ramirez

Open Access Theses & Dissertations

Background: Within the United States, sexual and gender minorities (SGM), face unique barriers when seeking health services, such as uninsurance, postponing care, and lack of competent services. Within SGM, transgender and gender-expansive (TGX) individuals are more vulnerable as they have higher rates of discrimination and face more barriers to accessing healthcare services. Purpose: Identify differences in mental health outcomes and services by gender identity among sexual and gender minorities residing in Texas during the COVID-19 pandemic. Methods: This study is a secondary data analysis of the SGM participants of the COVID-19 and You Survey study (n=1288). Descriptive statistics, bivariate associations …

Covid-19 Prevention, Testing, And Treatment Seeking Among People Who Inject Drugs (Pwid) On The Us Mexico Border, Jorge Raul Puentes

Open Access Theses & Dissertations

The outbreak of the COVID-19 pandemic exacerbated the negative social determinants of health that affect medically underserved people who inject drugs (PWID) inhibiting their access to services, promoting infectious disease acquisition such as HIV and HCV, and overdose rates. The effects of the pandemic were more pronounced among Latino PWID communities. Participants of this study are 194 PWID residing in El Paso, Texas, and Cd. Juarez, Chihuahua along the US-Mexico border. Cross-sectional surveys were administered assessing environmental risk factors that impact COVID-19 acquisition and engagement in preventive behaviors. The purpose of this secondary data analysis study was to describe the …

The Effects Of Covid-19 School Disruptions On Social, Emotional, And Behavioral Skills, Reggie N. Rios

Electronic Theses and Dissertations

School disruptions, closure of school buildings and online learning, in response to the coronavirus disease in 2019 (Covid-19) pandemic impacted students in unique ways (Azmat & Ahmad, 2022; Hosszu et al., 2022; Hussong et al., 2021; Patrick et al., 2020; Spitzer, 2020) and possibly had long-term effects on the social, emotional, and behavioral skills students normally establish and practice within the school setting (Steedly et al., 2008; Taylor & Larson, 1999; Zins et al., 2007). The lack of research related to the effects of school closures during the Covid-19 pandemic on social, emotional, and behavioral skills was addressed in this …

Reducing Urinary Tract Infections In Adult Hospitalized Patients During The Covid-19 Pandemic: A Quality Improvement Project, Margie Martin, Catherina Chang Martinez, Dayana Kowalski, Courtney Willard, Yessenia Muniz, Gabriela Flores, Laura Budnechky, Joy Mitts, Hollie Gow

Nursing & Health Sciences Research Journal

Background: Catheter-associated urinary tract infections (CAUTIs) remain among the most common healthcare-associated infections, leading to increased morbidity and mortality in hospitalized adult patients. Methods: An interdisciplinary team initiated a quality improvement project to help reduce CAUTIs in a South Florida hospital. The project included using a CAUTI bundle consisting of indwelling catheter protocols, electronic bladder management order sets, nursing staff education, and implementation of external urinary catheters during the years 2020 through 2022. Results: The CAUTI bundle demonstrated positive outcomes in decreasing CAUTI rates. During our fiscal year 2022, there were 63% fewer CAUTIs (n = 23) compared to 2020 …

Life In A Time Of Covid: Retrospective Examination Of The Association Between Physical Activity And Mental Well-Being In Western Australians During And After Lockdown, Ben Piggott, Paola Chivers, Kiira Karoliina Sarasjärvi, Ranila Bhoyroo, Michelle Lambert, Lynne Millar, Caroline Bulsara, Jim Codde

Research outputs 2022 to 2026

Background: The aim of this study was to examine physical activity and sedentary behaviours during Western Australia’s COVID-19 lockdown and their association with mental well-being. Methods: Participants completed activity related questions approximately two months after a three-month lockdown (which formed part of a larger cross-sectional study from August to October 2020) as part of a 25-minute questionnaire adapted from the Western Australia Health and Well-being Surveillance system. Open-ended questions explored key issues relating to physical activity behaviours. Results: During the lockdown period, 463 participants (female, n = 347; 75.3%) reported lower number of active days (W = 4.47 p < .001), higher non-work-related screen hours per week (W = 11.8 p < .001), and higher levels of sitting time (χ2=28.4 p <. 001). Post lockdown body mass index was higher (U = 3.0 p =.003), with obese individuals reporting the highest non-work-related screen hours per week (Wald χ2= 8.9 p =.012). Inverse associations were found for mental well-being where higher lockdown scores of Kessler-10 (p =.011), Dass-21 anxiety (p =.027) and Dass-21 depression (p =.011) were associated with lower physical activity levels. A key qualitative message from participants was wanting to know how to stay healthy during lockdown. Conclusions: Lockdown was associated with lower physical activity, higher non-work-related screen time and more sitting time compared to post lockdown which also reported higher body mass index. Lower levels of mental well-being were associated with lower physical activity levels during lockdown. Given the known positive affect of physical activity on mental well-being and obesity, and the detrimental associations shown in this study, a key public health message should be considered in an attempt to maintain healthy activity behaviours in future lockdowns and similar emergency situations to promote and maintain positive well-being. Furthermore, consideration should be given to the isolation of a community due to infectious disease outbreaks and to recognise the important role physical activity plays in maintaining weight and supporting good mental health.

Conducting Participatory Research Methods Online: A How-To Guide, Brittany Arthur, Batsheva Guy, Nancy Rogers

i.e.: inquiry in education

The pandemic challenged many of us as researchers, requiring that we reflect upon our methods and make modifications to allow for online facilitation. As researchers who traditionally use Participatory Research Methods (PRMs), we were significantly challenged, to reflect on our approach and the ways in which we may remain true to the spirit of PRMs. Through this article, we provide an overview of how we modified two PRMs, Group Level Assessment (GLA) and Photovoice. Additionally, we provide a debrief on the aspects of PRMs we intentionally reflected on as part of our modification process; in particular, how we upheld and …

The Breastfeeding Relationship Between Employed Mother-Infant Dyads: A Mixed Methods Prospective Study, Natsuko K. Wood

Sigma Foundation for Nursing Research Grant Reports

The purpose of this study was to examine the impact of maternal employment during the COVID-19 pandemic on the breastfeeding relationship between breastfeeding mother and infant dyads and its relationship to maternal emotions and to explore maternal breastfeeding experiences.

Willingness Of Graduate Nursing Students To Provide Care For Covid-19 Patients, Andrea Beatrice Josef, Hannah Grace Pascual, Antonette Mei Surigao, Jemina E. Fuentebella, Kathyrine Calong Calong, Gil P. Soriano, Carrisa Juliana Balaria, Ryan Michael F. Oducado

Jurnal Keperawatan Indonesia

Nurses play a key role in management and care services to maintain patient safety; however, with the emergence of COVID-19, the number of nurses still continues to decline. Due to the on-going problem that even novice nurses may see as a major challenge, this study aims to identify whether nursing graduates are willing to participate in the care of COVID- 19 patients. The study is cross-sectional where a total of 146 conveniently chosen nursing graduates currently enrolled in Nursing Review Centers in the Philippines preparing to take the Nurse Licensure Examination. The data were collected using Google forms from August …

Social Media Use Behavior And Social Media Disorder Among Faculty Of Public Health Students During The Covid-19 Pandemic, Tiara Amelia, Ulfi Hida Zainita, Evi Martha

Kesmas

Excessive use of social media can lead to vulnerability to social media disorder, which is significantly related to the trend of mental health problems among college students. This study aimed to assess the prevalence of social media disorder among college students and to determine the relationship between the number of social media accounts, the total duration of social media use, and social media disorder. This cross-sectional study collected data through an online survey of 201 college students from the class of 2021 in the Faculty of Public Health, Universitas Indonesia. This study used the Social Media Disorder scaleand univariate and …

The Impact Of Covid-19 On Carbon Emissions: Empirical Evidence From China, Yanwei Lyu, You Wu, Wenqiang Wang, Jinning Zhang

Bulletin of Monetary Economics and Banking

As the global COVID-19 rages around and world, economic uncertainty increases, and green and sustainable development is facing tough challenges. Based on a panel data of 30 Chinese provinces from January to December 2020, we investigate the short-term impact of the COVID-19 pandemic on China’s carbon emissions. The results indicate that carbon emissions in China decreased considerably during the COVID-19 outbreak. This finding remains robust after replacing the core variables. The negative impact of COVID-19 on China’s carbon emissions is not sustainable in the long run though. This study provides valuable recommendations for China and other countries to achieve green …

Covid-19 Severity Among American Indians And Alaska Natives In 16 States - January 1, 2020, To March 31, 2021, Jessica Arrazola, Scott Erickson, Chiao Wen Lan, Adrian Dominguez, Sujata Joshi, Andria Apostolou, Ashley Busacker, David Casey, Christiana Coyle, Kathryn Helfrich, Jennifer Kraszewski, Thomas Kim, Genelle Lamont, Richard Leman, Pamela Lemaster, Nick Lehnertz, Mike Mannell, Dakota Matson, Alex Merrill, Tracy Miller, Benjamin Schram, Ozair Naqvi, Samantha Rice, Samantha Hyde-Rolland, Alyssa Rowell, Dean Seneca, Victoria Warren-Mears, Laura Williamson

Journal of Health Disparities Research and Practice

Objective: To compare rates and risk factors of severe COVID-19-related outcomes between American Indian/Alaska Native (AI/AN) and non-Hispanic White people (NHW).

Methods: Aggregate Social Vulnerability Index (SVI), COVID-19-related risk factor, hospitalization, and mortality data were obtained from 16 states for January 1, 2020-March 31, 2021. Generalized estimating equation Poisson regression models calculated age-adjusted cumulative incidences, incidence ratios (IR), and 95% confidence intervals (CI) comparing AI/AN and NHW persons by age, sex, and county-level SVI status.

Results: Race data were missing for 42.7% of COVID-19 cases, 24.7% of hospitalizations, and 10.1% of deaths. Risk of AI/AN COVID-19 mortality …

Vaccination Status, Views, And Opinions On The Covid-19 Vaccine, Zuri Dale

COVID Research

The Spring 2023 Tigers Care Vaccination Status and Views/Opinion Survey sought to capture perspectives on COVID-19 vaccination within the Texas Southern University community during spring festivities, engaging 126 respondents. Findings revealed that 86.29% were fully vaccinated, predominantly with the Pfizer vaccine. Among respondents, 78% had received a booster, and 42% expressed willingness to get a new booster in 2023.

Hesitancy was reported by 40% of participants, driven by concerns about long-term effects and vaccine safety. Factors like medical consultations and research helped change minds among hesitant individuals. A small segment (9.68%) remained unvaccinated, largely citing personal choice or distrust in …

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 …

Outdoor Workshops: A Means Of Restoration Amidst Covid-19 Online Modes, Santa Stopniece

Journal of Management for Global Sustainability

Amidst the global pandemic of COVID-19, online learning and teaching were oftentimes treated as the new normal. Students and tutors were expected to accept it and perform as effectively as they did in face-to-face situations. However, the online mode sustained over extended periods of time often results in decreased motivation, a lesser ability to concentrate, and general fatigue. This paper explores how outdoor workshops involving local and international students were used for restoration amidst lengthy online COVID-19-related learning periods at Suzhou Polytechnic Institute of Agriculture (China) and their role as a regular practice for sustainability in education. The methods of …

Varlock: Sequencing-Independent, Rapid Detection Of Sars-Cov-2 Variants Of Concern For Point-Of-Care Testing, Qpcr Pipelines And National Wastewater Surveillance, Xinsheng Nan, Patrick Hardinge, Sven Hoehn, Shrinivas Nivrutti Dighe, John Ukeri, Darius F Pease, Joshua Griffin, Jessica I Warrington, Zack Saud, Emma Hottinger, Gordon Webster, Davey Jones, Peter Kille, Andrew Weightman, Richard Stanton, Oliver K Castell, James A H Murray, Tomasz P Jurkowski

Faculty, Staff and Student Publications

The COVID-19 pandemic demonstrated the need for rapid molecular diagnostics. Vaccination programs can provide protection and facilitate the opening of society, but newly emergent and existing viral variants capable of evading the immune system endanger their efficacy. Effective surveillance for Variants of Concern (VOC) is therefore important. Rapid and specific molecular diagnostics can provide speed and coverage advantages compared to genomic sequencing alone, benefitting the public health response and facilitating VOC containment. Here we expand the recently developed SARS-CoV-2 CRISPR-Cas detection technology (SHERLOCK) to provide rapid and sensitive discrimination of SARS-CoV-2 VOCs that can be used at point of care, …

Nurse Leader Burnout: The Impact From The Covid-19 Pandemic, Chelsey P. Hinrichs, Brittany Huneke, Ali Marty Rodningen

Nursing Masters Papers

Problem: Levels of burnout in nurse leaders have elevated at alarming rates throughout the COVID-19 pandemic.

Research Purpose: The purpose of this secondary analysis is to examine a.) prevalence of burnout felt by nurse leaders b.) drivers contributing to burnout for nurse leaders c.) outcomes related to nurse leader burnout and d.) workplace strategies that can be implemented to assist in decreasing burnout felt by nurse leaders.

Theoretical Model: The Conservation of Resources (COR) theory was applied to drive this study. This theory was chosen due to its connection to burnout and its direct relationship to COR theory resources. …

Multi-Center Clinical Evaluation Of The Panther Fusion Sars-Cov-2/Flu A/B/Rsv Assay In Nasopharyngeal Swab Specimens From Symptomatic Individuals., Anjana Sasidharan, Rangaraj Selvarangan, Kennah Konrad, Matthew L. Faron, Salika M. Shakir, David Hillyard, Robert K. Mccall, Ian H. Mchardy, David C. Goldberg, James J. Dunn, Alexander L. Greninger, Christine Lansang, Rachel Bogh, Carmelle V. Remillard

Manuscripts, Articles, Book Chapters and Other Papers

The symptomology is overlapping for respiratory infections due to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), influenza A/B viruses, and respiratory syncytial virus (RSV). Accurate detection is essential for proper medical management decisions. This study evaluated the clinical performance of the Panther Fusion SARS-CoV-2/Flu A/B/RSV assay in nasopharyngeal swab (NPS) specimens from individuals of all ages with signs and symptoms of respiratory infection consistent with COVID-19, influenza, or RSV. Retrospective known-positive and prospectively obtained residual NPS specimens were collected during two respiratory seasons in the USA. Clinical performance was established by comparing Panther Fusion SARS-CoV-2/Flu assay results to a three-molecular assay …

Evaluation Of The Us Covid-19 Scenario Modeling Hub For Informing Pandemic Response Under Uncertainty, Emily Howerton, Lucie Contamin, Luke C Mullany, Michelle Qin, Nicholas G Reich, Samantha Bents, Rebecca K Borchering, Sung-Mok Jung, Sara L Loo, Claire P Smith, John Levander, Jessica Kerr, J Espino, Willem G Van Panhuis, Harry Hochheiser, Marta Galanti, Teresa Yamana, Sen Pei, Jeffrey Shaman, Kaitlin Rainwater-Lovett, Matt Kinsey, Kate Tallaksen, Shelby Wilson, Lauren Shin, Joseph C Lemaitre, Joshua Kaminsky, Juan Dent Hulse, Elizabeth C Lee, Clifton D Mckee, Alison Hill, Dean Karlen, Matteo Chinazzi, Jessica T Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore Y Piontti, Alessandro Vespignani, Erik T Rosenstrom, Julie S Ivy, Maria E Mayorga, Julie L Swann, Guido España, Sean Cavany, Sean Moore, Alex Perkins, Thomas Hladish, Alexander Pillai, Kok Ben Toh, Ira Longini, Shi Chen, Rajib Paul, Daniel Janies, Jean-Claude Thill, Anass Bouchnita, Kaiming Bi, Michael Lachmann, Spencer J Fox, Lauren Ancel Meyers, Ajitesh Srivastava, Przemyslaw Porebski, Srini Venkatramanan, Aniruddha Adiga, Bryan Lewis, Brian Klahn, Joseph Outten, Benjamin Hurt, Jiangzhuo Chen, Henning Mortveit, Amanda Wilson, Madhav Marathe, Stefan Hoops, Parantapa Bhattacharya, Dustin Machi, Betsy L Cadwell, Jessica M Healy, Rachel B Slayton, Michael A Johansson, Matthew Biggerstaff, Shaun Truelove, Michael C Runge, Katriona Shea, Cécile Viboud, Justin Lessler

Faculty, Staff and Student Publications

Our ability to forecast epidemics far into the future is constrained by the many complexities of disease systems. Realistic longer-term projections may, however, be possible under well-defined scenarios that specify the future state of critical epidemic drivers. Since December 2020, the U.S. COVID-19 Scenario Modeling Hub (SMH) has convened multiple modeling teams to make months ahead projections of SARS-CoV-2 burden, totaling nearly 1.8 million national and state-level projections. Here, we find SMH performance varied widely as a function of both scenario validity and model calibration. We show scenarios remained close to reality for 22 weeks on average before the arrival …

Standing With Asian Clients Affected By Pandemic: Counseling Recommendations Through Msjcc Framework, Hyemi Jang, Jihyeon Choi, Isak Kim

Journal of Counselor Preparation and Supervision

As COVID-19 exacerbates racial discrimination against Asian populations in the U.S., mental health concerns among Asians have increased accordingly. Thus, counselors are encouraged to provide culturally competent counseling for Asian clients who experience racial discrimination and its detrimental impacts. This article proposes recommendations for counselors to effectively serve Asian clients based on the Multicultural and Social Justice Counseling Competencies (MSJCC) framework. Counselors can utilize the proposed considerations to alleviate mental health concerns among Asian clients.

An Open Natural Language Processing (Nlp) Framework For Ehr-Based Clinical Research: A Case Demonstration Using The National Covid Cohort Collaborative (N3c), Sijia Liu, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller, Andrew Williams, Daniel Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-El-Rub, Dalton Schutte, Rui Zhang, Masoud Rouhizadeh, John D Osborne, Yongqun He, Umit Topaloglu, Stephanie S Hong, Joel H Saltz, Thomas Schaffter, Emily Pfaff, Christopher G Chute, Tim Duong, Melissa A Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu

Faculty, Staff and Student Publications

Despite recent methodology advancements in clinical natural language processing (NLP), the adoption of clinical NLP models within the translational research community remains hindered by process heterogeneity and human factor variations. Concurrently, these factors also dramatically increase the difficulty in developing NLP models in multi-site settings, which is necessary for algorithm robustness and generalizability. Here, we reported on our experience developing an NLP solution for Coronavirus Disease 2019 (COVID-19) signs and symptom extraction in an open NLP framework from a subset of sites participating in the National COVID Cohort (N3C). We then empirically highlight the benefits of multi-site data for both …