Medicine and Health Sciences Commons^™

Market Structure And Quality Of Service: Investigating Oligopolies And The Quality Of Nursing Home Care In California During The Covid-19 Pandemic, Tessa Ireton

Senior Independent Study Theses

Quality-of-service outcomes in nursing homes are of great social and human importance. However, especially during the COVID-19 pandemic, consistently maintaining markets with high quality care has been a pervading issue in the American nursing home industry. Furthermore, the industry is strongly characterized by oligopolies, a market structure that literature indicates may be less compatible with quality service than competitive markets. With this paper, I aim to investigate the possible intersection of oligopolist market structures and the quality of nursing home care during the COVID-19 pandemic. I start by describing quality of care in nursing homes, particularly during the COVID-19 pandemic, …

N95 Respirator Reuse, Decontamination Methods, And Microbial Burden: A Randomized Controlled Trial, Zi Yang Jiang, Zhen Huang, Isaac Schmale, Eric L Brown, Michael C Lorenz, Scott J Patlovich, Karan Goswami, Hannah B Wilson, Jumah Ahmad, Ronda Alexander, William Bryan, Luke Burke, Martin J Citardi, Jose Elias, Tang Ho, Jack Jacob, Garren Low, Pedro Miramón, Aniruddha U Patki, William C Yao, Amber U Luong

Faculty, Staff and Student Publications

PURPOSE: To evaluate the effectiveness and ease of N95 respirator decontamination methods in a clinic setting and to identify the extent of microbial colonization on respirators associated with reuse.

METHODS: In a prospective fashion, N95 respirators (n = 15) were randomized to a decontamination process (time, dry heat, or ultraviolet C light [UVC]) in outpatient clinics. Each respirator was re-used up to 5 separate clinic sessions. Swabs on each respirator for SARS-CoV-2, bacteria, and fungi were obtained before clinic, after clinic and post-treatment. Mask integrity was checked after each treatment (n = 68). Statistical analyses were performed to determine factors …

N95 Respirator Reuse, Decontamination Methods, And Microbial Burden: A Randomized Controlled Trial, Zi Yang Jiang, Zhen Huang, Isaac Schmale, Eric L Brown, Michael C Lorenz, Scott J Patlovich, Karan Goswami, Hannah B Wilson, Jumah Ahmad, Ronda Alexander, William Bryan, Luke Burke, Martin J Citardi, Jose Elias, Tang Ho, Jack Jacob, Garren Low, Pedro Miramón, Aniruddha U Patki, William C Yao, Amber U Luong

Faculty, Staff and Student Publications

PURPOSE: To evaluate the effectiveness and ease of N95 respirator decontamination methods in a clinic setting and to identify the extent of microbial colonization on respirators associated with reuse.

METHODS: In a prospective fashion, N95 respirators (n = 15) were randomized to a decontamination process (time, dry heat, or ultraviolet C light [UVC]) in outpatient clinics. Each respirator was re-used up to 5 separate clinic sessions. Swabs on each respirator for SARS-CoV-2, bacteria, and fungi were obtained before clinic, after clinic and post-treatment. Mask integrity was checked after each treatment (n = 68). Statistical analyses were performed to determine factors …

Convergent Evidence For The Antiviral Effects Of Several Fda-Approved Phenothiazine Antipsychotics Against Sars-Cov-2 And Other Coronaviruses, Rodrigo Machado-Vieira, João Quevedo, Lokesh Shahani, Jair C Soares

Faculty, Staff and Student Publications

No abstract provided.

Awareness And Preparedness Of Healthcare Workers Against The First Wave Of The Covid-19 Pandemic: A Cross-Sectional Survey Across 57 Countries, Nguyen Tien Huy, R Matthew Chico, Vuong Thanh Huan, Hosam Waleed Shaikhkhalil, Vuong Ngoc Thao Uyen, Ahmad Taysir Atieh Qarawi, Shamael Thabit Mohammed Alhady, Nguyen Lam Vuong, Le Van Truong, Mai Ngoc Luu, Shyam Prakash Dumre, Atsuko Imoto, Peter N Lee, Dao Ngoc Hien Tam, Sze Jia Ng, Mohammad Rashidul Hashan, Mitsuaki Matsui, Nguyen Tran Minh Duc, Sedighe Karimzadeh, Nut Koonrungsesomboon, Chris Smith, Sharon Cox, Kazuhiko Moji, Kenji Hirayama, Le Khac Linh, Kirellos Said Abbas, Tran Nu Thuy Dung, Tareq Mohammed Ali Al-Ahdal, Emmanuel Oluwadare Balogun, Nguyen The Duy, Mennatullah Mohamed Eltaras, Trang Huynh, Nguyen Thi Linh Hue, Bui Diem Khue, Abdelrahman Gad, Gehad Mohamed Tawfik, Kazumi Kubota, Hoang-Minh Nguyen, Dmytro Pavlenko, Vu Thi Thu Trang, Le Thuong Vu, Tran Hai Yen, Nguyen Thi Yen-Xuan, Luong Thi Trang, Vinh Dong, Akash Sharma, Vu Quoc Dat, Mohammed Soliman, Jeza Abdul Aziz, Jaffer Shah, Pham Dinh Long Hung, Yap Siang Jee, Dang Thuy Ha Phuong, Tran Thuy Huong Quynh, Hoang Thi Nam Giang, Vy Thi Nhat Huynh, Nguyen Anh Thi, Nacir Dhouibi, Truc Phan, Vincent Duru, Nguyen Hai Nam, Sherief Ghozy, Tmgh-Global Covid-19 Collaborative

Faculty, Staff and Student Publications

BACKGROUND: Since the COVID-19 pandemic began, there have been concerns related to the preparedness of healthcare workers (HCWs). This study aimed to describe the level of awareness and preparedness of hospital HCWs at the time of the first wave.

METHODS: This multinational, multicenter, cross-sectional survey was conducted among hospital HCWs from February to May 2020. We used a hierarchical logistic regression multivariate analysis to adjust the influence of variables based on awareness and preparedness. We then used association rule mining to identify relationships between HCW confidence in handling suspected COVID-19 patients and prior COVID-19 case-management training.

RESULTS: We surveyed 24,653 …

Prevalence And Factors Associated With Mental Health Symptoms In Adults Undergoing Covid-19 Testing, Ikponmwosa Osaghae, Linh K Nguyen, Tong Han Chung, Olivia Moffitt, Yen-Chi L Le, Mark B Suh, Pooja N Prasad, Eric J Thomas, Christine D Gordon, Kevin O Hwang

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVE: Understanding the mental health impact of the COVID-19 pandemic on persons receiving COVID-19 testing will help guide mental health interventions. We aimed to determine the association between sociodemographic factors and mental health symptoms at 8 weeks (baseline) after a COVID-19 test, and compare prevalence of mental health symptoms at baseline to those at 16-week follow-up.

MATERIALS AND METHODS: Prospective cohort study of adults who received outpatient COVID-19 testing at primary care clinics. Logistic regression analyses were used to assess the association between sociodemographic characteristics and COVID-19 test results with mental health symptoms. Mental health symptoms reported at …

Prevalence And Factors Associated With Mental Health Symptoms In Adults Undergoing Covid-19 Testing, Ikponmwosa Osaghae, Linh K Nguyen, Tong Han Chung, Olivia Moffitt, Yen-Chi L Le, Mark B Suh, Pooja N Prasad, Eric J Thomas, Christine D Gordon, Kevin O Hwang

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVE: Understanding the mental health impact of the COVID-19 pandemic on persons receiving COVID-19 testing will help guide mental health interventions. We aimed to determine the association between sociodemographic factors and mental health symptoms at 8 weeks (baseline) after a COVID-19 test, and compare prevalence of mental health symptoms at baseline to those at 16-week follow-up.

MATERIALS AND METHODS: Prospective cohort study of adults who received outpatient COVID-19 testing at primary care clinics. Logistic regression analyses were used to assess the association between sociodemographic characteristics and COVID-19 test results with mental health symptoms. Mental health symptoms reported at …

Helping Healthcare Teams Save Lives During Covid-19: Insights And Countermeasures From Team Science, Allison M Traylor, Scott I Tannenbaum, Eric J Thomas, Eduardo Salas

Faculty, Staff and Student Publications

As the COVID-19 pandemic has ravaged the United States, health care teams are on the frontlines of this global crisis, often navigating harrowing conditions at work, such as a lack of personal protective equipment and staffing shortages, and distractions at home, including worries about elderly relatives or making childcare arrangements. While the nature and severity of stressors impacting health care teams are in many ways unprecedented, decades of psychological research exploring teamwork in extreme contexts can provide insights to understand and improve outcomes for teams in a crisis. This review highlights the psychological principles that apply to teams in a …

Graduate Nurse Transition Programs Pivotal Point Of Participants’ Practice Readiness Questioned During The Covid-19 Pandemic Crisis: A Scoping Review, Kylie Russell, Dianne Juliff

Nursing Papers and Journal Articles

Background: The COVID-19 pandemic requires an accessible, practice-ready nursing workforce to assist with the increase in health service delivery. Graduate nurse transition programs are the entry point for most graduates into professional practice, and this review focused on both empirical studies and gray literature to identify at what point practice readiness occurs and what can assist graduate nurses’ transition to become practice ready.

Method: A scoping review was conducted using the Joanna Briggs Institute scoping review framework.

Results: Consensus purports supportive environments, ideally in formal structured graduate transition to practice programs, to enhance graduate nurses’ clinical skills and confidence development. …

Covid-19 And The Workplace: Implications, Issues, And Insights For Future Research And Action, Kevin M. Kniffin, Jayanth Narayanan, Frederik Anseel, John Antonakis, Susan P. Ashford, Arnold B. Bakker, Peter Bamberger, Hari Bapuji, Devasheesh P. Bhave, Virginia K. Choi, Stefanie J. Creary, Evangelia Demerouti, Francis J. Flynn, Michele J. Gelfand, Lindred L. Greer, Gary Johns, Selin Kesebir, Peter G. Klein, Sun Young Lee, Hakan Ozcelik, Jennifer Louise Petriglieri, Nancy P. Rothbard, Cort W. Rudolph, Jason D. Shaw, Nina Sirola

Research Collection Lee Kong Chian School Of Business

COVID-19’s impacts on workers and workplaces across the globe have been dramatic. We present a broad review of prior research rooted in work and organizational psychology, and related fields, for making sense of the implications for employees, teams, and work organizations. Our review and preview of relevant literatures focuses on: (i) emerging changes in work practices (e.g., working from home, virtual teams) and (ii) economic and social psychological impacts (e.g, unemployment, mental well-being). In addition, we examine the potential moderating factors of age, race and ethnicity, gender, family status, personality, andcultural differences to generate disparate effects. Illustrating the benefits of …

Olfactory Dysfunction At Six Months After Coronavirus Disease 2019 Infection, S R. Leedman, M Sheeraz, P G. Sanfilippo, Dale W. Edgar, G V. D'Aulerio, D M. Robb, T Richards, C C. Blyth, D A. Mackey

IHR Papers and Journal Articles

Objective: This study aimed to assess olfactory dysfunction in patients at six months after confirmed coronavirus disease 2019 infection.

Methods: Coronavirus disease 2019 positive patients were assessed six months following diagnosis. Patient data were recoded as part of the adapted International Severe Acute Respiratory and Emerging Infection Consortium Protocol. Olfactory dysfunction was assessed using the University of Pennsylvania Smell Identification Test.

Results: Fifty-six patients were included. At six months after coronavirus disease 2019 diagnosis, 64.3 per cent of patients (n = 36) were normosmic, 28.6 per cent (n = 16) had mild to moderate microsmia and 7 per …

Prevalence And Factors Associated With Mental Health Symptoms In Adults Undergoing Covid-19 Testing, Ikponmwosa Osaghae, Linh K Nguyen, Tong Han Chung, Olivia Moffitt, Yen-Chi L Le, Mark B Suh, Pooja N Prasad, Eric J Thomas, Christine D Gordon, Kevin O Hwang

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVE: Understanding the mental health impact of the COVID-19 pandemic on persons receiving COVID-19 testing will help guide mental health interventions. We aimed to determine the association between sociodemographic factors and mental health symptoms at 8 weeks (baseline) after a COVID-19 test, and compare prevalence of mental health symptoms at baseline to those at 16-week follow-up.

MATERIALS AND METHODS: Prospective cohort study of adults who received outpatient COVID-19 testing at primary care clinics. Logistic regression analyses were used to assess the association between sociodemographic characteristics and COVID-19 test results with mental health symptoms. Mental health symptoms reported at …

Understanding Predictors Of Telemedicine Adoption Before, During, And After The Covid-19 Pandemic, Bradford S. Pierce

Theses and Dissertations

This study examined change in physicians’ use of telemedicine before, during, and expectations after the COVID-19 pandemic. It also examined the ability of personal and environmental variables to predict telemedicine adoption, and applied the theory of reasoned action and technology acceptance model to physicians’ adoption of telemedicine during the pandemic. A total of 230 licensed physicians currently practicing in the United States were recruited. Telemedicine accounted for 3.72% of physicians’ clinical work prior to the pandemic, 46.03% during the pandemic, and predicted 25.44% after the pandemic ends. Physicians within hospitals reported less telemedicine use during the pandemic (M = …

Pushing The Limits: Increasing The Speed And Specificity Of Sars-Cov-2 Testing, Grayson Way

Theses and Dissertations

The prevalence and spread of the current COVID-19 pandemic have highlighted the importance of continual improvements upon current microbiological testing methods. Rapid and accurate testing can help mitigate spread by improving on the time to quarantine and quarantine duration required. As of the writing of this thesis, COVID-19 has been responsible for more than 500,000 deaths in the United States of America, and greater than 2 million deaths globally. The work done in this thesis has shown improvements in the current SARS-CoV-2 testing methodology by reducing the time it takes for patient testing while maintaining accuracy and the sensitivity required …

Campus Recreation And Fitness Center Utilization During The Covid-19 Pandemic, Keagan Kiely, William Mase, Bridget F. Melton, Haresh Rochani Dr.

Health Sciences & Kinesiology: Faculty Publications

Background

The impact of the COVID-19 pandemic has far reaching effects for college students' health and physical activity behaviors. This analysis focuses on university student fitness center usage pre and during the COVID-19 pandemic. Researchers hypothesized a reduction in fitness center utilization when comparing Fall 2019 to Fall 2020 utilization rates.

Methods

Patterns of the recreation center and fitness center utilization during the COVID-19 pandemic are compared to pre-pandemic patterns of a matched time period in the previous academic year in an observational study. Overall utilization was evaluated using secondary data from the university’s recreation center data system. Six weeks …

Innovations In Diabetes Care For A Better "New Normal" Beyond Covid-19., Shivani Agarwal, Michelle L Griffith, Elizabeth J Murphy, Carol Greenlee, Jeffrey Boord, Robert A Gabbay

Hospital Medicine

The coronavirus disease pandemic has created opportunities for innovation in diabetes care that were not possible before. From the lens of this "new normal" state, we have an opportunity to rapidly implement, test, and iterate models of diabetes care to achieve the quadruple aim of improving medical outcomes, patient experience, provider satisfaction, and reducing costs. In this perspective, we discuss several innovative diabetes models of care which promote collaborative care models and improve access to high-quality specialty diabetes care. We discuss ongoing threats to diabetes care innovation, and offer practical solutions to foster evolution and sustain current strides made during …

Fruits And Vegetables In The Management Of Underlying Conditions For Covid-19 High-Risk Groups, Nora Moreb, Ahmed Albandary, Swarna Jaiswal, Amit Jaiswal

Articles

: SARS-CoV-2 or COVID-19 is a novel coronavirus, which is the cause of the current pandemic with 107,411,561 infections and 2,351,195 death worldwide so far. There are multiple symptoms that are linked with the infection of COVID-19 such as coughing, shortness of breath, congestion together with fatigue, fever, loss of taste or smell, headaches, diarrhea, vomiting, and loss of appetite. The lack of or early stage of development of a cure for COVID-19 illness, there is need for insuring the best possible position of health to be able to fight the virus naturally through a robust immune system to limit …

Covid-19 Vaccine Rollout: Examining Covid-19 Vaccination Perceptions And Intention Among Nurses, Emilee T. Austin

Graduate Theses, Dissertations, and Problem Reports (ETD)

Nurses’ COVID-19 vaccination rates have been reportedly low for being among the first prioritized for vaccination. To understand and potentially explain uptake barriers, this thesis utilized the 5c Model, the Integrative Model, the Extended Parallel Process Model, Uncertainty Management Theory, and the Theory of Motivated Information Management. This project used an online survey with a convenience sample recruited through the WV Nurses Association. Specifically, there were 328 nurses recruited, then screened for fully vaccinated participants leaving an analytic sample of 174 West Virginia nurses who had not yet been vaccinated. Participants were asked about their nursing role, threat perceptions, susceptibility …

Detect Schools Study Protocol: A Prospective Observational Cohort Surveillance Study Investigating The Impact Of Covid-19 In Western Australian Schools, Marianne J. Mullane, Hannah M. Thomas, Melanie Epstein, Joelie Mandzufas, Narelle Mullan, Alexandra Whelan, Karen Lombardi, Tina Barrow, Sherlynn Ang, Adele Leahy, Ewan Cameron, Leanne Lester, Matt Cooper, Paul Stevenson, Mitch Hartman, Anne Mckenzie, Francis Mitrou, Stephen R. Zubrick, Juli Coffin, Donna Cross, Asha C. Bowen, Peter Gething

Research outputs 2014 to 2021

Introduction: Amidst the evolving COVID-19 pandemic, understanding the transmission dynamics of the SARS-CoV-2 virus is key to providing peace of mind for the community and informing policy-making decisions. While available data suggest that school-aged children are not significant spreaders of SARS-CoV-2, the possibility of transmission in schools remains an ongoing concern, especially among an aging teaching workforce. Even in low-prevalence settings, communities must balance the potential risk of transmission with the need for students' ongoing education. Through the roll out of high-throughput school-based SARS-CoV-2 testing, enhanced follow-up for individuals exposed to COVID-19 and wellbeing surveys, this study investigates the dynamics …

Public Health Lessons From Crisis-Related Travel: The Covid-19 Pandemic, Jun Wen, Zhaohui Su

Research outputs 2014 to 2021

No abstract provided.

Genome-Wide Association Study Of Hospitalized Covid-19 Patients In The United Arab Emirates, Mira Mousa, Hema Vurivi, Hussein Kannout, Maimunah Uddin, Nawal Alkaabi, Bassam Mahboub, Guan K. Tay, Habiba S. Alsafar

Research outputs 2014 to 2021

Background: The heterogeneity in symptomatology and phenotypic profile attributable to COVID-19 is widely unknown. The objective of this manuscript is to conduct a trans-ancestry genome wide association study (GWAS) meta-analysis of COVID-19 severity to improve the understanding of potentially causal targets for SARS-CoV-2. Methods: This cross-sectional study recruited 646 participants in the UAE that were divided into two phenotypic groups based on the severity of COVID-19 phenotypes, hospitalized (n=482) and non-hospitalized (n=164) participants. Hospitalized participants were COVID-19 patients that developed acute respiratory distress syndrome (ARDS), pneumonia or progression to respiratory failure that required supplemental oxygen therapy or mechanical ventilation support …

Gut Microbiota Interplay With Covid-19 Reveals Links To Host Lipid Metabolism Among Middle Eastern Populations, Mohammad Tahseen Al Bataineh, Andreas Henschel, Mira Mousa, Marianne Daou, Fathimathuz Waasia, Hussein Kannout, Mariam Khalili, Mohd Azzam Kayasseh, Abdulmajeed Alkhajeh, Maimunah Uddin, Nawal Alkaabi, Guan K. Tay, Samuel F. Feng, Ahmed F. Yousef, Habiba S. Alsafar, Uae Covid-19 Collaborative Partnership

Research outputs 2014 to 2021

The interplay between the compositional changes in the gastrointestinal microbiome, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) susceptibility and severity, and host functions is complex and yet to be fully understood. This study performed 16S rRNA gene-based microbial profiling of 143 subjects. We observed structural and compositional alterations in the gut microbiota of the SARS-CoV-2-infected group in comparison to non-infected controls. The gut microbiota composition of the SARS-CoV-2-infected individuals showed an increase in anti-inflammatory bacteria such as Faecalibacterium (p-value = 1.72 × 10–6) and Bacteroides (p-value = 5.67 × 10–8). We also revealed a higher relative abundance of the highly …

A Novel Augmented Deep Transfer Learning For Classification Of Covid-19 And Other Thoracic Diseases From X-Rays, Fouzia Atlaf, Syed M. S. Islam, Naeem K. Janjua

Research outputs 2014 to 2021

Deep learning has provided numerous breakthroughs in natural imaging tasks. However, its successful application to medical images is severely handicapped with the limited amount of annotated training data. Transfer learning is commonly adopted for the medical imaging tasks. However, a large covariant shift between the source domain of natural images and target domain of medical images results in poor transfer learning. Moreover, scarcity of annotated data for the medical imaging tasks causes further problems for effective transfer learning. To address these problems, we develop an augmented ensemble transfer learning technique that leads to significant performance gain over the conventional transfer …

Young Adults’ Preferences For Influenza Vaccination Campaign Messages: Implications For Covid-19 Vaccine Intervention Design And Development, Zhaohui Su, Dean Mcdonnell, Jun Wen, Ali Cheshmehzangi, Junaid Ahmad, Edmund Goh, Xiaoshan Li, Sabina Šegalo, Michael Mackert, Yu-Tao Xiang, Peiyu Wang

Research outputs 2014 to 2021

Background Health campaign interventions, particularly those tailored to the target audience’s needs and preferences, can cost-effectively change people’s attitudes and behaviors towards better health decision-making. However, there is limited research on how to best tailor seasonal influenza vaccination campaigns for young adults. Vaccination is vital in protecting young adults and their social circles (vulnerable populations like older adults) from the influenza virus and critical in shaping these emerging adults’ vaccination habits in the long run. However, amid the prevalence of easily-accessible, attention-grabbing, and often malicious false and misinformation (e.g., COVID-19 vaccine conspiracy theories), it may be more challenging to develop …

Covid-19 Governance, Legitimacy, And Sustainability: Lessons From The Australian Experience, Michael Lester, Marie Dela Rama, Julie Crews

Research outputs 2014 to 2021

During 2020, Australia managed the global and systemic COVID-19 crisis successfully as measured by health and economic indicators. It marshalled the government’s delivery capacity to control the health crisis and put in place measures to offset the induced economic and social costs. At the same time, the crisis revealed long-standing structural weaknesses in a small, democratic, wealthy, and economically successful country that raised questions about post COVID resilience and sustainability. This paper examines that experience by applying a “co-production” governance model that sees success in “crisis management” as the striking of a balance between government capacity and its legitimacy in …

Comparison Of Experiences In Two Birth Cohorts Comprising Young Families With Children Under Four Years During The Initial Covid-19 Lockdown In Australia And The Uk: A Qualitative Study, Lisa Y. Gibson, Bridget Lockyer, Josie Dickerson, Charlotte Endacott, Sally Bridges, Rosemary R. C. Mceachan, Kate E. Pickett, Sarah Whalan, Natasha L. Bear, Desiree T. Silva, Susan L. Prescott, Jacqueline A. Davis

Research outputs 2014 to 2021

This study aims to understand the experience and impact of the initial COVID-19 lock-down in young families with children aged below 4 years. Free text questions were administered to participants in the ORIGINS (Australia) and Born in Bradford (UK) cohort studies to collect qualitative information on worries, concerns and enjoyable experiences during the pandemic. A total of 903 (400 for ORIGINS and 503 for BiB) participants completed the two surveys during April 2020. Despite varying in geography, levels of socio-economic disadvantage and their situational context during the pandemic, respondents from both cohorts reported similar worries and challenges during the lockdown …

Change In Mental Health, Physical Health, And Social Relationships During Highly Restrictive Lockdown In The Covid-19 Pandemic: Evidence From Australia, Shane Rogers, Travis Miles Cruickshank

Research outputs 2014 to 2021

Background

A novel coronavirus first reported in Wuhan City in China in 2019 (COVID-19) developed into a global pandemic throughout 2020. Many countries around the world implemented strict social distancing policies to curb the spread of the virus. In this study we aimed to examine potential change in mental/physical health and social relationships during a highly restrictive COVID-19 lockdown period in Australia during April 2020.

Methods

Our survey (n = 1, 599) included questions about concerns, social behaviour, perceived change in relationship quality, social media use, frequency of exercise, physical health, and mental health during COVID-19 lockdown (April, 2020). …

Can Positive Mindsets Be Protective Against Stress And Isolation Experienced During The Covid-19 Pandemic? A Mixed Methods Approach To Understanding Emotional Health And Wellbeing Needs Of Perinatal Women, Jacqueline A. Davis, Lisa Y. Gibson, Natasha L. Bear, Amy L. Finlay-Jones, Jeneva L. Ohan, Desiree T. Silva, Susan L. Prescott

Research outputs 2014 to 2021

The aim of this study was to explore the relationship between emotional health and well-being and support needs of perinatal women during the COVID-19 pandemic, and to understand their experiences and need for support. This is a potentially vulnerable group and a critical developmental phase for women and infants. A mixed methods design was used to collect quantitative and qualitative data that provided a robust insight into their unique needs. A total of 174 women who were either pregnant or post-birth participated. The main findings demonstrated that women in this cohort experienced varying levels of stress and isolation but also …

Active Learning Strategy For Covid-19 Annotated Dataset, Amril Nazir, Ricky Maulana Fajri

All Works

The efficient diagnosis of COVID-19 plays a key role in preventing its spread. Recently, many artificial intelligence techniques, such as the deep neural network approach, have been implemented to help efficient diagnosis of COVID-19. However, the accurate performance of deep learning depends on the tuning of many hyperparameters and a large amount of labeled data. This COVID-19 data bottleneck also leads to insufficient human resources for data labeling, which presents a challenging obstacle. In this paper, a novel discriminative batch-mode active learning (DS3) is proposed to allow faster and more effective COVID-19 data annotation. The framework specifically designed to suit …

Nutritional Aspects Related To Covid-19: A Bibliometric Analysis Using Scopus Database, Arti Muley Dr, Srujana Medithi Dr

Library Philosophy and Practice (e-journal)

Nutrition therapy has lately gained attention as an effective way of combating the novel Coronavirus 2019 (COVID-19), especially to address the immunity in an individual and their overall health. The present study is a bibliometric assessment of research conducted to understand the role of nutrition in treating COVID-19 which was carried out since the pandemic's sudden outburst during 2020 and 2021 and published in the Scopus database. A total of 93 publications were found, and the results were studied by evaluating these documents. The present analysis identifies the active countries where the research was conducted, various types of documents wherein …