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Articles 121 - 150 of 822
Full-Text Articles in Public Health
What More Can Be Done? Childhood Obesity In Glassboro, Nj, N. Mirmanesh, Seth Spicer, Stephen Acheampong, Mary K. Duggan
What More Can Be Done? Childhood Obesity In Glassboro, Nj, N. Mirmanesh, Seth Spicer, Stephen Acheampong, Mary K. Duggan
Rowan-Virtua Research Day
Childhood obesity is a growing public health concern in the United States, with an estimated 20% of American children being obese. In New Jersey (NJ), 9% of high school students are obese, and there are disparities in obesity rates based on gender, sexual identity, and race/ethnicity. In Gloucester County, NJ, limited data is available on childhood obesity rates, but 36.4% of adults are obese, and lower SES is related to higher rates of obesity in youth. To address this issue, this research poster proposes a partnership with the Boys and Girls Club of Glassboro to provide nutritional resources and create …
Trends In Opioid Usage And The Covid-19 Pandemic, Priya Brahmbhatt, Jeffery Powers
Trends In Opioid Usage And The Covid-19 Pandemic, Priya Brahmbhatt, Jeffery Powers
Rowan-Virtua Research Day
The opioid epidemic and the COVID-19 pandemic have affected individuals in the United States in various capacities, and new avenues to reduce the harmful effects of both public health crises must be explored. It has been found that those with substance use disorders have an increased risk for COVID-19 (Wang 2021). There have been more visits to emergency rooms for substance overdose during the COVID-19 pandemic compared to before the COVID-19 pandemic (Holland 2021). This research project attempted to understand the trends amongst opioid users during the COVID-19 pandemic compared to before the COVID-19 pandemic in the United States, in …
The Effects Of Obesity And Diabetes On The Pediatric Population, Keyur Patel, Vrushank Shah, Zachary Harris, Kanad Mukherjee
The Effects Of Obesity And Diabetes On The Pediatric Population, Keyur Patel, Vrushank Shah, Zachary Harris, Kanad Mukherjee
Rowan-Virtua Research Day
The World Health Organization has declared diabetes (DM) and Obesity to be epidemics due to their rising prevalence. Obesity plays a role in the aetiopathogenesis of type 2 diabetes, the most common type of diabetes in the world, as well as the development of its complications. Obesity and overweight play a growing role in type 1 diabetes. Weight gain is often thought of as a side effect of insulin therapy, but it also has a significant pathophysiological impact at different stages of the disease. (1) In the United States and other nations across the world, childhood obesity has become a …
Vol 3 May '23 Full Issue, Donna L. Williams
Vol 3 May '23 Full Issue, Donna L. Williams
Journal of the Louisiana Public Health Association
No abstract provided.
Identification Of Dietary Supplements Associated With Blood Metabolites In The Hispanic Community Health Study/Study Of Latinos Cohort Study, Robert C Kaplan, Jessica S Williams-Nguyen, Yuhan Huang, Yasmin Mossavar-Rahmani, Bing Yu, Eric Boerwinkle, Marc D Gellman, Martha Daviglus, Aisha Chilcoat, Linda Van Horn, Kim Faurot, Qibin Qi, Heather Greenlee
Identification Of Dietary Supplements Associated With Blood Metabolites In The Hispanic Community Health Study/Study Of Latinos Cohort Study, Robert C Kaplan, Jessica S Williams-Nguyen, Yuhan Huang, Yasmin Mossavar-Rahmani, Bing Yu, Eric Boerwinkle, Marc D Gellman, Martha Daviglus, Aisha Chilcoat, Linda Van Horn, Kim Faurot, Qibin Qi, Heather Greenlee
Faculty, Staff and Student Publications
BACKGROUND: Metabolomics approaches have been widely used to define the consumption of foods but have less often been used to study exposure to dietary supplements.
OBJECTIVES: This study aimed to identify dietary supplements associated with metabolite levels and to examine whether these metabolites predicted incident diabetes risk.
METHODS: We studied 3972 participants from a prospective cohort study of 18-74-y-old Hispanic/Latino adults. At a baseline examination, we ascertained use of dietary supplements using recall methods and concurrently, a serum metabolomic panel. After adjustment for potential confounders, we identified dietary supplements associated with metabolites. We then examined the association of these metabolites …
The Need For Racial And Ethnic Health Disparity Curriculum In Genetic Counseling Programs, Yusra Aziz
The Need For Racial And Ethnic Health Disparity Curriculum In Genetic Counseling Programs, Yusra Aziz
Dissertations and Theses (Open Access)
Racial and ethnic health disparities (REHD) exist across all organized medicine, including the spectrum of genetic counseling, particularly in genomic testing and access to care. While cultural competency and health disparities have been included as a part of the Standards of Accreditation for Genetic Counseling, there have not been previous efforts to define what topics related to REHD are most important to include in graduate program curriculum. Therefore, this study aimed to determine what topics related to REHD should be taught in genetic counseling program curriculum by assessing what topics genetic counselors (GCs) learned about and in what settings, …
Social Reproduction And Covid-19, Caroline I. Donovan
Social Reproduction And Covid-19, Caroline I. Donovan
Dartmouth College Master’s Theses
As Covid-19 rips across the world we are collectively asked to examine the structures of society to see what is working and what we can change. What can we learn from the roughly 6.9 million deaths (and counting) worldwide? How can we prevent something like this from happening again? This paper follows the course of Covid-19 from its birth in Wuhan, China, to the present day of mid-April 2023. By looking at the ways in which we have reacted to the pandemic, we are able to look forward and imagine new ways of tackling future pandemics and other pressing problems …
Program Evaluation: Utilizing Health Department’S Community Health Needs Assessment Data To Improve Emergency Preparedness Plans, Kathleen Gottschalk
Program Evaluation: Utilizing Health Department’S Community Health Needs Assessment Data To Improve Emergency Preparedness Plans, Kathleen Gottschalk
Capstone Experience: Master of Public Health
Public health officials conducting emergency response plans must know how to easily identify the vulnerable populations in their community or jurisdiction. It is beneficial for access and functional needs appendices to include information and resources directed at the identified vulnerable groups before an emergency event to improve health outcomes. Community Health Needs Assessments (CHNA) can provide population-level statistics and information needed to easily identify vulnerable or at-risk groups. This report aims to evaluate the use of the CHNA data to guide the development of inclusive emergency response plans that account for vulnerable populations in local health department jurisdictions. The 2021 …
Inaugural Artificial Intelligence For Public Health Practice (Ai4php) Retreat: Ontario, Canada, Jacqueline K. Kueper, Laura C. Rosella, Richard G. Booth, Brent D. Davis, Sarah Nayani, Maxwell J. Smith, Dan Lizotte
Inaugural Artificial Intelligence For Public Health Practice (Ai4php) Retreat: Ontario, Canada, Jacqueline K. Kueper, Laura C. Rosella, Richard G. Booth, Brent D. Davis, Sarah Nayani, Maxwell J. Smith, Dan Lizotte
Computer Science Publications
The Artificial Intelligence (AI) for Public Health Practice Retreat was a hybrid event held in October 2022 in London, Ontario to achieve three main goals: 1) Identify both the goals of public health practitioners and the tasks that they undertake as part of their practice to achieve those goals that could be supported by AI, 2) Learn from existing examples and the experience of others about facilitators and barriers to AI for public health, and 3) Support new and strengthen existing connections between public health practitioners and AI researchers. The retreat included a keynote presentation, group brainstorming exercises, breakout group …
Communicating Health: Misinformation And Mistrust In The Age Of Coronavirus, Chris Anstead
Communicating Health: Misinformation And Mistrust In The Age Of Coronavirus, Chris Anstead
Undergraduate Theses
With one of the most advanced medical systems in the world, the Untied States still experienced an exceedingly high COVID-19 death rate per capita. Because biomedical therapies for COVID-19 were available, the focus of this review is on the social aspects of the COVID-19 response. By observing how Americans reacted to vaccination, masking, and social distancing guidelines, as well as how those guidelines were communicated to the general population from the public and private sectors, this thesis argues that the social and political aspects of the COVID-19 pandemic played a significant role in the outcome of the pandemic response. Additionally, …
Brief Report: Out Of Sight Out Of Mind - Preventable Childhood Kidney Disease In The Far North, Johanna Neville, Allison Hempenstall, Caroline Taunton, Valmay Fisher, Malcolm Mcdonald
Brief Report: Out Of Sight Out Of Mind - Preventable Childhood Kidney Disease In The Far North, Johanna Neville, Allison Hempenstall, Caroline Taunton, Valmay Fisher, Malcolm Mcdonald
Journal of the Australian Indigenous HealthInfoNet
APSGN is an immune-mediated kidney disease that occurs after a Streptococcus pyogenes skin or throat infection in children and contributes to chronic kidney disease later in life. It is a disease of poverty and regrettably common in Aboriginal and Torres Strait Islander children. There have been seven documented APSGN outbreaks across Far North Queensland in the last nine years. Despite this disease being notifiable in both Western Australia and the Northern Territory, Queensland is yet to acknowledge the importance of early notification in the management of APSGN. Notification-driven publication of APSGN incidence should help raise its profile and stimulate better …
The Associations Of Built Environments On College Students' Physical Activity Levels, Catherine M. Neel
The Associations Of Built Environments On College Students' Physical Activity Levels, Catherine M. Neel
Senior Theses
The issues with American physical activity infrastructure have been causing The United States to have lower levels of physical activity compared to other developed countries. The social and physical built environments of college students typically provide more access for students to be able to be active; however most students still do not meet the recommended amount of physical activity. The purpose of this study was to determine what in their physical and social environment that students utilize in order to participate in physical activity and what aspects of their environment discourage physical activity or limit access to being active. This …
Language Services For Populations With Limited English Proficiency (Lep) And The Necessity For Proper Medical Interpretation With A Focus In South Carolina, Elizabeth Pung
Senior Theses
Linguistically appropriate healthcare is a cornerstone of providing quality patient care. Provider-patient communication is imperative to achieving linguistically appropriate healthcare; unfortunately, language barriers introduced by different spoken languages of patients to their providers hinders this communication. Patients with limited English proficiency (LEP) are ensured accessible healthcare under federal regulations such as the National Standards for Culturally and Linguistically Appropriate Services (CLAS standards); however, a gap between patients with LEP and the healthcare system remains. Not only is there a gap in communication for patients with LEP to their providing physician, but there is a nationwide epidemic resulting in poor health …
Evaluation Of A Portable Gynecological Examination Table On Increasing Access To Cervical Cancer Screenings, Brennan Burrows, Giuliana Motta, Vibhasri Davuluri, Urvee Deo, Aman Tahir, Brindha Rajakumar, Jacob Blumenstein, Eliza Steinberg, Mariam Tobia, Asmita Tuladhar, Abigail Ahn
Evaluation Of A Portable Gynecological Examination Table On Increasing Access To Cervical Cancer Screenings, Brennan Burrows, Giuliana Motta, Vibhasri Davuluri, Urvee Deo, Aman Tahir, Brindha Rajakumar, Jacob Blumenstein, Eliza Steinberg, Mariam Tobia, Asmita Tuladhar, Abigail Ahn
Medical Student Research Symposium
Introduction: Cervical cancer is a preventable disease affecting millions of women worldwide, with higher prevalence and mortality in developing countries. One explanation of this disparity is due to reduced access to screenings, especially in rural communities where mobile health clinics are limited by what medical equipment they can bring. To address these barriers, an engineering team called Project MESA (Making Examinations Safe and Accessible) designed a gynecological examination table that is portable, lightweight, and easily sanitizable.
Objective: This study aims to (1) evaluate whether the implementation of this device improves the clinician’s ability to perform pap smears as opposed to …
Content Analysis Of American Network News Coverage Of Prevention Strategies During The Initial Wave Of The Covid-19 Pandemic, Cary M Cain, Nipa Kamdar, Rachael Veldman, Shahereez Budhwani, Patrick O'Mahen
Content Analysis Of American Network News Coverage Of Prevention Strategies During The Initial Wave Of The Covid-19 Pandemic, Cary M Cain, Nipa Kamdar, Rachael Veldman, Shahereez Budhwani, Patrick O'Mahen
Faculty, Staff and Students Publications
BACKGROUND: Broadcast media is a method to communicate health information to the general public and has previously been used in prior public health emergencies. Despite the current ubiquity of social media, traditional news programming retains relatively large audiences, which increased during the COVID-19 pandemic's early days. Viewership of broadcast media networks' evening news skews toward older groups (age 65 and up) which were vulnerable to health complications related to the COVID-19 pandemic.
OBJECTIVES: The current study explored the trends in American broadcast network news media coverage of prevention during the initial wave of the COVID-19 pandemic.
DESIGN: Quantitative content analysis …
“High” Innovators? Marijuana Legalization And Regional Innovation, Stephanie Cheng, Pengkai Lin, Yinliang Tan, Yuchen Zhang
“High” Innovators? Marijuana Legalization And Regional Innovation, Stephanie Cheng, Pengkai Lin, Yinliang Tan, Yuchen Zhang
Research Collection School Of Accountancy
The past three decades have witnessed a tremendous shift in public health policies towards marijuana legalization in the U.S. Adopting the process-based view of innovation, we hypothesize that marijuana's increased use and related consequences after its legalization affect innovators’ behavior and social environment during the innovation process, which in turn impacts regional innovation. Utilizing the staggered adoption of medical marijuana laws by 20 states between 1996 and 2013 as a quasi-experimental setting, we find that legalizing medical marijuana reduces the overall output of regional innovation, as proxied by patents’ total forward-citation count aggregated by innovator location. Further analyses decomposing the …
Ending The Hiv Epidemic: Identifying Barriers And Facilitators To Implement Molecular Hiv Surveillance To Develop Real-Time Cluster Detection And Response Interventions For Local Communities, Moctezuma Garcia, Samantha Devlin, Jared Kerman, Kayo Fujimoto, Lisa R Hirschhorn, Gregory Phillips, John Schneider, Moira C Mcnulty
Ending The Hiv Epidemic: Identifying Barriers And Facilitators To Implement Molecular Hiv Surveillance To Develop Real-Time Cluster Detection And Response Interventions For Local Communities, Moctezuma Garcia, Samantha Devlin, Jared Kerman, Kayo Fujimoto, Lisa R Hirschhorn, Gregory Phillips, John Schneider, Moira C Mcnulty
Faculty, Staff and Student Publications
The rapid implementation of molecular HIV surveillance (MHS) has resulted in significant challenges for local health departments to develop real-time cluster detection and response (CDR) interventions for priority populations impacted by HIV. This study is among the first to explore professionals' strategies to implement MHS and develop CDR interventions in real-world public health settings. Methods: Semi-structured qualitative interviews were completed by 21 public health stakeholders in the United States' southern and midwestern regions throughout 2020-2022 to identify themes related to the implementation and development of MHS and CDR. Results for the thematic analysis revealed (1) strengths and limitations in utilizing …
Socioecological Factors Linked With Pharmaceutical Incentive-Driven Prescribing In Pakistan, Muhammad Naveed Noor, Afifah Rahman-Shepherd, Amna Rehana Siddiqui, Wafa Aftab, Sadia Shakoor, Rumina Hasan, Mishal Khan
Socioecological Factors Linked With Pharmaceutical Incentive-Driven Prescribing In Pakistan, Muhammad Naveed Noor, Afifah Rahman-Shepherd, Amna Rehana Siddiqui, Wafa Aftab, Sadia Shakoor, Rumina Hasan, Mishal Khan
Department of Pathology and Laboratory Medicine
Pharmaceutical marketing through financial incentivisation to general practitioners (GPs) is a poorly studied health system problem in Pakistan. Pharmaceutical incentivisation is seen to be distorting GPs prescribing behaviour that can compromise the health and well-being of patients. We draw on a conceptual framework outlined in the ecological system theory to identify multiple factors linked with pharmaceutical incentivisation to GPs in Pakistan. We conducted qualitative interviews with 28 policy actors to seek their views on the health system dynamics, how they sustain pharmaceutical incentivisation and their effect on the quality of care. Our analysis revealed four interlinked factors operating at different …
Public Health Measures And Sars-Cov-2 Cases In The Juvenile Justice System: Implications For Pandemic Response In The Detention Setting, Asha Davidson, Shelley Aggarwal, Mona Eissa, Laura Benjamins, John Will, Rebecca Beyda
Public Health Measures And Sars-Cov-2 Cases In The Juvenile Justice System: Implications For Pandemic Response In The Detention Setting, Asha Davidson, Shelley Aggarwal, Mona Eissa, Laura Benjamins, John Will, Rebecca Beyda
Faculty, Staff and Student Publications
OBJECTIVE: The purpose of this study was to examine severe acute respiratory syndrome-coronavirus-2 case positivity in juvenile justice facilities of two different states alongside institutional, local, and state public health policies during the first 6 months of the coronavirus disease 2019 pandemic.
METHODS: This retrospective chart review examined two large, urban juvenile justice centers in California and Texas. Positive intake or day 12 tests were considered suggestive of community-acquired severe acute respiratory syndrome-coronavirus-2 infection. Researchers examined state and county restrictions, closings, and openings. The study included all of the youths 10 to 18 years residing in the facilities between March …
Marijuana Liberalization And Public Finance: A Capital Market Perspective On The Passage Of Medical Use Laws, Stephanie F. Cheng, Gus De Franco, Pengkai Lin
Marijuana Liberalization And Public Finance: A Capital Market Perspective On The Passage Of Medical Use Laws, Stephanie F. Cheng, Gus De Franco, Pengkai Lin
Research Collection School Of Accountancy
We find that the staggered passage of state-level laws that legalize marijuana for medical use increases states' borrowing costs by 7–9 basis points. Consistent with economic theory on substance use suggesting that marijuana legalization increases local consumption of the drug (by expanding its availability and reducing its perceived risks), we predict and find that increased consumption represents an important mechanism that explains the higher state bond spreads. We also show that following such laws’ passage, states incur higher marijuana-consumption-related expenditures, including for police, corrections, and public welfare.
Understanding The Relationship Between Undergraduate Students’ On-Campus Employment Status And Their Reported Sense Of Belonging To The Campus Community Post The Covid-19 Pandemic, Samantha Martinez
CGU Theses & Dissertations
Belonging has been studied for decades with many researchers concluding that humans have an inherent need to belong. Although each person’s level of need to belong differs, it is a deeply rooted human motivation that impacts a person’s feelings, thoughts, and behaviors. Individuals develop a sense of belonging when they feel connected to others. The postsecondary journey allows for unique experiences and opportunities that foster a sense of belonging, which can assist college students to flourish in many aspects of their lives. Research has shown that belonging significantly impacts student well-being and academic achievement, making the topic imperative to continue …
Saftey Of Covid-19 Vaccines In Real World Studies, Khawla Amar Mohamed Gammudi
Saftey Of Covid-19 Vaccines In Real World Studies, Khawla Amar Mohamed Gammudi
CGU Theses & Dissertations
Background: The novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has been present since its outbreak in 2019. Despite global efforts to fully halt its spread, new strains are emerging daily. Various efforts have been undertaken to slow down the infection's spread by implementing different restrictive measures and policies, such as lockdowns, social distancing, and mask-wearing. However, the most effective approach to controlling this disease is through vaccinations (Chen, 2021). Substantial efforts have been dedicated to encouraging people in the United States to receive COVID-19 vaccines and booster doses. As of December 7, 2022, approximately 68.5% of the world's …
Public Health Interventions Guided By Houston’S Wastewater Surveillance Program During The Covid-19 Pandemic, Loren Hopkins, Katherine B Ensor, Lauren Stadler, Catherine D Johnson, Rebecca Schneider, Kaavya Domakonda, James J Mccarthy, Edward J Septimus, David Persse, Stephen L Williams
Public Health Interventions Guided By Houston’S Wastewater Surveillance Program During The Covid-19 Pandemic, Loren Hopkins, Katherine B Ensor, Lauren Stadler, Catherine D Johnson, Rebecca Schneider, Kaavya Domakonda, James J Mccarthy, Edward J Septimus, David Persse, Stephen L Williams
Faculty, Staff and Student Publications
Since the start of the COVID-19 pandemic, wastewater surveillance has emerged as a powerful tool used by public health authorities to track SARS-CoV-2 infections in communities. In May 2020, the Houston Health Department began working with a coalition of municipal and academic partners to develop a wastewater monitoring and reporting system for the city of Houston, Texas. Data collected from the system are integrated with other COVID-19 surveillance data and communicated through different channels to local authorities and the general public. This information is used to shape policies and inform actions to mitigate and prevent the spread of COVID-19 at …
Coh 1700: Health Care Coordination Syllabus, Sasha Harry
Coh 1700: Health Care Coordination Syllabus, Sasha Harry
Open Educational Resources
This is the syllabus for a Health Care Coordination course.
The goal of health care coordination is to improve patient outcomes with better health care services. Care coordinators play a critical role in improving patient care. Students will learn how to effectively advocate for patients and interact with members of the healthcare team in finding solutions to provide high quality, value-based, and efficient care. Effective communication styles, assessing patient’s needs and goals, and helping with patients’ transitions of care are among many topics covered in this course. Upon course completion, students will have acquired basic knowledge and skills to educate, …
Association Of Hospital Incentive Care Management Partnerships For Uninsured Patients With Emergency Department Utilization, Sarah Gareau, Ana Lopez-De Fede, Zhimin Chen, Nathaniel Bell
Association Of Hospital Incentive Care Management Partnerships For Uninsured Patients With Emergency Department Utilization, Sarah Gareau, Ana Lopez-De Fede, Zhimin Chen, Nathaniel Bell
Publications
IMPORTANCE The South Carolina (SC) Healthy Outcomes Plan (HOP) program aimed to expand access to health care to individuals without insurance; it remains unknown whether there is an association between the SC HOP program and emergency department (ED) use among patients with high health care costs and needs. OBJECTIVES To determine whether participation in the SC HOP was associated with reduced ED utilization among uninsured participants. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study included 11 684 HOP participants (ages 18-64 years) with at least 18 months of continuous enrollment. Generalized estimating equations and segmented regression of interrupted time-series analyses …
The Impact Of Universal Free Meals During Covid-19 On Family Life And Perspective Of School Meals In Central Washington State, Charlotte Green
The Impact Of Universal Free Meals During Covid-19 On Family Life And Perspective Of School Meals In Central Washington State, Charlotte Green
All Master's Theses
This study explored the impact of the USDA COVID-19 Universal Free Meal (UFM) waivers on family life, school meal participation, and child eating habits from parents with children in Central Washington state (WA) schools. n = 119 parents/caregivers with students who were in K-12th grade in Central WA from August 2019-February 2023 completed a 10 question electronic, and descriptive survey. The survey measured changes in participation in school lunch/breakfast pre to post COVID-19 waiver, which provided free meals for all children, and whether UFM were beneficial to families, impacted perception of school food, child’s sense of community at school …
Consensus On Potential Changes In Public Health Leadership Competencies As A Result Of The Covid-19 Pandemic Among Washington State Local Health Jurisdictions, Haley M. Schimmel
Consensus On Potential Changes In Public Health Leadership Competencies As A Result Of The Covid-19 Pandemic Among Washington State Local Health Jurisdictions, Haley M. Schimmel
All Master's Theses
Effective leadership practices among the public health field are critical in the process of influencing positive health outcomes across populations. While many competencies or skill sets that are needed of leaders to promote ideal public health functions have been identified and discussed in previous literature, there has become an arising need for evaluation of potential changes due to the COVID-19 pandemic.
To do this, the Delphi research method was utilized through the implementation of a four-round questionnaire process to gain consensus among participating leaders in ten different Washington State Local Health Jurisdictions. The two main research questions of this study …
Sun Exposure And Protective Behaviors Among U.S. Hispanic Farmworkers, Claudia Marie Delgado Cebollero
Sun Exposure And Protective Behaviors Among U.S. Hispanic Farmworkers, Claudia Marie Delgado Cebollero
Walden Dissertations and Doctoral Studies
Sun exposure increases the risk of sun-related illnesses and skin cancer among U.S. Hispanic farmworkers. Reinforced by the health belief model, the purpose of this study was to determine the association between socio-demographic factors (i.e., age, educational attainment, gender, income, and marital status) and skin cancer with the level of sun exposure (sun’s effect on skin, sunburn reported) and protective behaviors (use of cap/visor, use of sunscreen) among adult Hispanic farmworkers in the United States. The study included Hispanic farmworkers aged 21 or older (N = 112) who responded to the 2015 National Health Interview Survey. Ordinal logistic regression showed …
Issue Of Data Imbalance On Low Birthweight Baby Outcomes Prediction And Associated Risk Factors Identification: Establishment Of Benchmarking Key Machine Learning Models With Data Rebalancing Strategies, Yang Ren, Dezhi Wu, Yan Tong, Ana Lopez-De Fede
Issue Of Data Imbalance On Low Birthweight Baby Outcomes Prediction And Associated Risk Factors Identification: Establishment Of Benchmarking Key Machine Learning Models With Data Rebalancing Strategies, Yang Ren, Dezhi Wu, Yan Tong, Ana Lopez-De Fede
Publications
Background: Low birthweight (LBW) is a leading cause of neonatal mortality in the United States and a major causative factor of adverse health effects in newborns. Identifying high-risk patients early in prenatal care is crucial to preventing adverse outcomes. Previous studies have proposed various machine learning (ML) models for LBW prediction task, but they were limited by small and imbalanced data sets. Some authors attempted to address this through different data rebalancing methods. However, most of their reported performances did not reflect the models’ actual performance in real-life scenarios. To date, few studies have successfully benchmarked the performance of ML …
Impact Of The Covid Pandemic On Mental Health And Training Opportunities Of Public Health Residents From 4 European Countries: A Cross-Sectional Study, Giovanna Failla, Marta Caminiti, José Chen-Xu, Giuseppina Lo Moro, Nausicaa Berselli, Madalena Cabral Ferreira, Filipa Malcata, David Peyre-Costa, Roberto Croci, Giorgia Soldà, Angelo Capodici, Caterina Morcavallo, Francesco Traglia, Fabrizio Cedrone, Ilaria Storti, Alfonso Alonso Jaquete, Martina Antinozzi, Anca Vasiliu
Impact Of The Covid Pandemic On Mental Health And Training Opportunities Of Public Health Residents From 4 European Countries: A Cross-Sectional Study, Giovanna Failla, Marta Caminiti, José Chen-Xu, Giuseppina Lo Moro, Nausicaa Berselli, Madalena Cabral Ferreira, Filipa Malcata, David Peyre-Costa, Roberto Croci, Giorgia Soldà, Angelo Capodici, Caterina Morcavallo, Francesco Traglia, Fabrizio Cedrone, Ilaria Storti, Alfonso Alonso Jaquete, Martina Antinozzi, Anca Vasiliu
Faculty, Staff and Students Publications
OBJECTIVES: There is little evidence on the impact of the COVID-19 pandemic on Public Health Residents' (PHR) mental health (MH). This study aims at assessing prevalence and risk factors for depression, anxiety and stress in European PHR during the COVID-19 pandemic.
METHODS: Between March and April 2021, an online survey was administered to PHR from France, Italy, Portugal and Spain. The survey assessed COVID-19 related changes in working conditions, training opportunities and evaluated MH outcomes using the Depression Anxiety Stress Scales-21. Multivariable logistic regressions were applied to identify risk factors.
RESULTS: Among the 443 respondents, many showed symptoms of depression …