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Predicting Adolescent Intervention Non-Responsiveness For Precision Hiv Prevention Using Machine Learning, Bo Wang, Feifan Liu, Lynette Deveaux, Arlene Ash, Ben Gerber, Jeroan Allison, Carly Herbert, Maxwell Poitier, Karen MacDonell, Xiaoming Li Ph.D., Bonita Stanton 2023 University of South Carolina

Predicting Adolescent Intervention Non-Responsiveness For Precision Hiv Prevention Using Machine Learning, Bo Wang, Feifan Liu, Lynette Deveaux, Arlene Ash, Ben Gerber, Jeroan Allison, Carly Herbert, Maxwell Poitier, Karen Macdonell, Xiaoming Li Ph.D., Bonita Stanton

Faculty Publications

Interventions to teach protective behaviors may be differentially effective within an adolescent population. Identifying the characteristics of youth who are less likely to respond to an intervention can guide program modifications to improve its effectiveness. Using comprehensive longitudinal data on adolescent risk behaviors, perceptions, sensation-seeking, peer and family influence, and neighborhood risk factors from 2564 grade 10–12 students in The Bahamas, this study employs machine learning approaches (support vector machines, logistic regression, decision tree, and random forest) to identify important predictors of non-responsiveness for precision prevention. We used 80% of the data to train the models and the rest for …


Cardiovascular Disease In Central Appalachia, An Exploratory Study Of Behavioral, Community, And Patient-Centered Care Influences, Kristy Gagnon 2023 East Tennessee State University

Cardiovascular Disease In Central Appalachia, An Exploratory Study Of Behavioral, Community, And Patient-Centered Care Influences, Kristy Gagnon

Electronic Theses and Dissertations

The Central Appalachian region of the United States disproportionately experiences higher rates of cardiovascular diseases (CVD) and associated risk factors. Primary risk factors for CVD include hypertension, hypercholesterolemia, and tobacco use, all of which have the potential to be mitigated through lifestyle behavior changes. Dietary and physical activity practices are the two main driving forces for the development of hypertension and hypercholesterolemia, while tobacco use is a behavioral choice on its own. Subsequentially, shifting lifestyle choices to emphasize healthier living has the potential to reduce CVDs within the Central Appalachian region. Considering behavioral choices are not made in isolation and …


Examining The Marketing Strategies Of Campus Mental Health On A Minority Student Population, Rochelle Bernarte 2023 California State University, San Bernardino

Examining The Marketing Strategies Of Campus Mental Health On A Minority Student Population, Rochelle Bernarte

Electronic Theses, Projects, and Dissertations

Background: Public health, particularly mental health services aimed at making a positive impact can be difficult to market to populations. Promoting mental health services to a target demographic of predominantly minority students at a university comes with its own set of unique variables making the task especially tough. This can be concerning as studies have shown that minority students experience greater amounts of stress than their White counterparts but are less likely to seek mental health services (DeFreitas et al., 2018; Duffy, 2019; Lipson, et al., 2022). The purpose of this study was to gauge the Attitudes and Practices …


Assessing Knowledge, Attitude, And Practice Among College Students Regarding Second-Hand And Third-Hand Smoke, Laura Y. Rebolledo 2023 California State University - San Bernardino

Assessing Knowledge, Attitude, And Practice Among College Students Regarding Second-Hand And Third-Hand Smoke, Laura Y. Rebolledo

Electronic Theses, Projects, and Dissertations

Background: The tobacco epidemic has been a constant since the popularization of tobacco products. However, with the introduction of non-combustible products that include e-cigarettes and vapes, the usage of tobacco products has continued to increase. Tobacco exposure can stem from first-hand (FHS), second-hand (SHS), and third-hand smoke (THS), with the last two impacting even non-smokers. The health effects from all types of tobacco exposure can be detrimental. These effects include the risk of cancer in any organ of the body, cardiovascular disease, and respiratory diseases.

Methods: The study utilized a cross-sectional design through an anonymous web-based survey given …


Key Determinants Of Using Telehealth Technologies Among Underserved Populations From The Perspective Of Patients And Providers, Johanna Cimilluca 2023 East Tennessee State University

Key Determinants Of Using Telehealth Technologies Among Underserved Populations From The Perspective Of Patients And Providers, Johanna Cimilluca

Electronic Theses and Dissertations

Background: The utilization of telehealth has had a substantial impact on transforming and enhancing the methods by which healthcare is presently delivered. The potential benefits of telehealth in improving the health of vulnerable populations and underserved communities are substantial. The aims of this study were to examine the association between social determinants of health and patient perceptions of their experiences with telehealth. We will analyze how perceptions differ across specialization, race, gender, and other key determinants; examine how patient’s self-rated physical health and mental health influences perceptions and attitudes about telehealth utilization; and evaluate differences in perceptions and attitudes, …


Our Story, Our Song: Assessing And Addressing Black Women's Healthcare Experiences., Jason Deakings 2023 University of Louisville

Our Story, Our Song: Assessing And Addressing Black Women's Healthcare Experiences., Jason Deakings

Electronic Theses and Dissertations

Despite advancements in medicine and health sciences, health disparities and declining life expectancy persists among Black women in the United States. Researchers and non-traditional healthcare providers suggest alternative healing (e.g., music and Sister Circles) and research methodologies to achieve a culturally conscious, traumainformed, quality, and holistic care and practice. The intersecting identities and cultural responsibility of Black women highly influences the barriers and facilitators on the uptake of healthcare services. Utilizing a community engaged research approach, this qualitative study assessed the healthcare experiences, as well as the role of music in the lived and retold experiences of Black women navigating …


Identifying Predictors Of Eventual Rural Practice Among Female Osteopathic Medical Students, Dana Kahl 2023 University of Arkansas, Fayetteville

Identifying Predictors Of Eventual Rural Practice Among Female Osteopathic Medical Students, Dana Kahl

Graduate Theses and Dissertations

The United States is facing a growing physician shortage that threatens the ability of our healthcare system to provide needed services. This shortage will be more acutely felt in rural and underserved areas. Osteopathic medical education, with its priority of primary care specialties, plays a significant role in meeting the healthcare needs of rural communities in America. The fastest-growing demographic of osteopathic physicians is women under the age of 45 (American Osteopathic Association, 2021). Additionally, for the first time in history, women outnumber men in medical schools, accounting for 51% of current medical students (Boyle, 2019). Who is admitted to …


Social Reproduction And Covid-19, Caroline I. Donovan 2023 Dartmouth College

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 …


Exploring Sexual And Reproductive Health Care In Central Appalachia Through The Experiences Of Transgender And Gender Non-Binary People, Chase Harless 2023 East Tennessee State University

Exploring Sexual And Reproductive Health Care In Central Appalachia Through The Experiences Of Transgender And Gender Non-Binary People, Chase Harless

Electronic Theses and Dissertations

Background: Transgender or nonbinary (TNB) individuals in the United States experience higher rates of sexual and reproductive health disparities when compared to their cisgender counterparts, along with lower access to care. TNB people in the south experience higher rates of disparities. Societal, interpersonal, and individual barriers contribute to these disparities in the TNB population. However, there is a paucity of research examining the sexual and reproductive health experiences of TNB people living in Central Appalachia.

Methods: An interpretive phenomenological analysis (IPA) research design was used to collect and analyze semi-structured interviews with TNB individuals living in central Appalachia regarding their …


Planning A Multiple Myeloma Needs Assessment For Omaha Nebraska, Judith Ngozi Obodougo 2023 University of Nebraska Medical Center

Planning A Multiple Myeloma Needs Assessment For Omaha Nebraska, Judith Ngozi Obodougo

Capstone Experience: Master of Public Health

Literature Review

Worldwide, approximately 176,404 people had Multiple Myeloma in 2020, which caused about 117,077 deaths in the same period. Multiple Myeloma is a rare type of blood cancer currently considered a curable malignancy.

Objectives

This public health capstone aims to create a plan for a community needs assessment for multiple Myeloma in Omaha, Nebraska.

Methods

This capstone project modified the Centers for Disease Control and Prevention (CDC) community needs assessment guidelines to create a Multiple Myeloma needs assessment plan for Omaha, Nebraska.

Results

All seven steps outlined in the CDC community needs assessment planning steps were relevant. Omaha, Nebraska, …


Tobacco Smoking Among Saudi College Students: Validation Of An Arabic Health Belief Model Instrument, Saad Abdullah S. Alotaibi 2023 Old Dominion University

Tobacco Smoking Among Saudi College Students: Validation Of An Arabic Health Belief Model Instrument, Saad Abdullah S. Alotaibi

Health Services Research Dissertations

This dissertation intended to learn more about Saudi college students' behavior in relation to the use of tobacco smoking. Multiple interrelated projects have been carried out in order to achieve this ambitious goal. The goal of the first study was to evaluate the scope of the existing smoking issue as indicated by research, by systematically estimating the prevalence of tobacco use among higher education students in Saudi Arabia. The second study aimed to systematically analyze and integrate the existing information on the determinants of smoking among Saudi college students. The last project aimed to develop a psychometric instrument to evaluate …


Exploring Information And Support Needs Through Tiktok For People With Polycystic Ovary Syndrome, Matea Bibaburu 2023 Boise State University

Exploring Information And Support Needs Through Tiktok For People With Polycystic Ovary Syndrome, Matea Bibaburu

Boise State University Theses and Dissertations

Background: Polycystic ovary syndrome (PCOS) is the leading hormonal/endocrine disorder among women of reproductive age with an estimated 116 million women affected worldwide. This heterogeneous disorder might stop or dysregulate menstruation, cause acne and unwanted facial hair, and increase the risk of diabetes and high blood pressure, all of which could impact daily life. Given the Transactional Model of Stress and Coping, we understand PCOS diagnosis and treatment may cause uncertainty in people’s lives. People may cope with uncertainty through information seeking and social support.

Purpose: The purpose of this study was to understand the information and support shared and …


The Impact Of Nutrition On The Mental And Physical Health Of Young Adults, Dareena El-Far 2023 Bowling Green State University

The Impact Of Nutrition On The Mental And Physical Health Of Young Adults, Dareena El-Far

WRIT: Journal of First-Year Writing

Upon close examination by nutritional professionals, concern has arisen regarding the typical contents of a young adult diet. In terms of the rate at which young adults choose to consume nutritionally-dense food items, the rate at which nutrition-deficient junk food items are chosen over the former is significantly higher. Among further examinations of this issue by researchers, it has become evident that the nutritional decisions made by young adults are increasingly associated with several social, commercial, mental, educational, and economic influences. As a consequence of these factors, research has uncovered a connection between the consumption of a poor diet and …


Communicating Health: Misinformation And Mistrust In The Age Of Coronavirus, Chris Anstead 2023 Bellarmine University

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, …


Employee Attrition: Analyzing Factors Influencing Job Satisfaction Of Ibm Data Scientists, Graham Nash 2023 Kennesaw State University

Employee Attrition: Analyzing Factors Influencing Job Satisfaction Of Ibm Data Scientists, Graham Nash

Symposium of Student Scholars

Employee attrition is a relevant issue that every business employer must consider when gauging the effectiveness of their employees. Whether or not an employee chooses to leave their job can come from a multitude of factors. As a result, employers need to develop methods in which they can measure attrition by calculating the several qualities of their employees. Factors like their age, years with the company, which department they work in, their level of education, their job role, and even their marital status are all considered by employers to assist in predicting employee attrition. This project will be analyzing a …


Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others, Beth Durkin 2023 Bowling Green State University

Comparing Levels Of Situational Empathy Based On Medium Of Exposure To Covid-19 Mortality Information And Proximity To Others, Beth Durkin

Honors Projects

In response to the COVID-19 pandemic, many people expressed a lax attitude to the policies put in place to keep the public safe despite the high risk of infection and its devastating effects on health across the United States. It is possible that this response may be partially due to a “numbness to numbers,” a phenomenon that describes diminished empathy for a large group of people experiencing a negative event (eg. COVID-19). The present study explored the relationship between levels of situational empathy and the medium of exposure to COVID-19 mortality information (eg. personal story or fact sheet) in an …


An Occupational Therapy Approach To Promote Body Positivity In Middle School Aged Youth, Janis Galindez, Jazminne Orozco Arteaga 2023 University of St. Augustine for Health Sciences

An Occupational Therapy Approach To Promote Body Positivity In Middle School Aged Youth, Janis Galindez, Jazminne Orozco Arteaga

Spring 2023 Virtual OTD Capstone Symposium

Middle school aged children are in a vulnerable developmental period that pose challenges toward maintaining a positive body image. Consequently, body image can be a mental health concern that can lead to a decrease in occupational performance in education, leisure, and social participation.

School settings currently do not have the appropriate resources or mental health initiatives to address occupational performance problems related to body image with middle school aged youth. However, occupational therapists (OTs) have the potential to provide mental health services to address body image in school and community settings that promote skills needed for meaningful participation in education, …


What Works For Aboriginal And Torres Strait Islander Men? A Systematic Review Of The Literature, Jack R. Menges, Marie L. Caltabiano, Alan Clough 2023 James Cook University

What Works For Aboriginal And Torres Strait Islander Men? A Systematic Review Of The Literature, Jack R. Menges, Marie L. Caltabiano, Alan Clough

Journal of the Australian Indigenous HealthInfoNet

Aboriginal and Torres Strait Islander men experience significantly higher rates of suicide, trauma, alcohol related deaths and unemployment than other Australian men. Despite significant levels of government intervention, rates of family violence, unemployment and incarceration continue to increase in Aboriginal and Torres Strait Islander communities. As a subset of the Aboriginal and Torres Strait Islander population, there has been a lesser focus on how to meaningfully improve the wellbeing of Aboriginal and Torres Strait Islander men. This systematic review seeks to understand what interventions, programs and activities are successful in improving the wellbeing of Aboriginal and Torres Strait Islander men …


Reviewer Acknowledgments, Randy Wykoff MD, MPH & TM, Rachel E. Dixon MPhil 2023 East Tennessee State University

Reviewer Acknowledgments, Randy Wykoff Md, Mph & Tm, Rachel E. Dixon Mphil

Journal of Appalachian Health

As we reach our fifth year, we are particularly thankful for the contributions of our peer reviewers. The knowledge, expertise, and guidance offered by the people listed below have ensured that we can continue to share timely research to effect health and well-being across Appalachia.


We Welcome Findings From Further Afield, Randy Wykoff MD, MPH & TM, Rachel E. Dixon MPhil 2023 East Tennessee State University

We Welcome Findings From Further Afield, Randy Wykoff Md, Mph & Tm, Rachel E. Dixon Mphil

Journal of Appalachian Health

For the past five years, the Journal of Appalachian Health has published timely, high-quality research from within Appalachia. We also welcome submissions from those working outside of Appalachia who produce quality research of direct relevance to our region.


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