Medicine and Health Sciences Commons^™

Private And Federated Deep Learning: System, Theory, And Applications For Social Good, Han Hu

Dissertations

During the past decade, drug abuse continues to accelerate towards becoming the most severe public health problem in the United States. The ability to detect drug­abuse risk behavior at a population scale, such as among the population of Twitter users, can help to monitor the trend of drug­abuse incidents. However, traditional methods do not effectively detect drug­abuse risk behavior in tweets, mainly due to the sparsity of such tweets and the noisy nature of tweets. In the first part of this dissertation work, the task of classifying tweets as containing drug­abuse risk behavior or not, is studied. Millions of public …

Acknowledgment Of Culture And Stereotypes: Black Participants’ Perceptions Of Specific Therapist Behaviors, Tsotso T. Ablorh

Graduate Masters Theses

Mental health disparities for Black people of diverse ethnicities compared to people of other racial identities has been well-documented (Alegría et al., 2008; Maura & Weisman de Mamani, 2017). Research addressing this pervasive systemic and interpersonal problem often focuses on client-related factors that create or intensify barriers to care. However clinician-related factors (i.e., racial identity, multicultural training, implicit biases, behavior, etc.) also have a significant impact on barriers to care, retention in therapy, and clinical outcomes for people of African descent (Larrison & Schoppelrey, 2011; Owen, Imel, Adelson, & Rodolfa, 2012). Researchers suggest that the favoring of historically white perspectives, …

Optimizing Postpartum Care By Ongoing Care Coordination Initiatives (Cci) In Screening And Management Of Postpartum Depression (Ppd) Among Clients In An Obgyn Practice: A Quality Improvement Project., Jennifer Broussard

Doctor of Nursing Practice (DNP) Manuscripts

Background: Postpartum depression (PPD) is defined as physical, emotional, and behavioral changes that occur after the birth of a child. Postpartum depression is complex and a mix of physical, emotional, and behavioral changes (Cleveland Medical Clinic, 2018). Postpartum depression screening is of high importance at a comprehensive postpartum visit. The consequences of a patient suffering postpartum depression can be serious and early recognition and interventions improve outcomes for the patient as well as the infant. Problem: There is a lack of screening for PPD among postpartum clients and this period is critical for the mother and the infant (American College …

A Public Health Ethics Approach To Substance Use Disorder, Adele Flaherty

Electronic Theses and Dissertations

The goal of the dissertation is to undertake an analysis of substance use disorders that focuses on a public health ethics perspective. The ethical argument focuses upon justifying the use of harm reduction and is primarily concerned with the current opioid crisis. While substance abuse/misuse over the course of history has been identified as a public health concern, this dissertation presents substance use disorders over the course of the lifespan, examining various contexts in which it can affect daily living and health outcomes. It achieves this by analyzing substance use disorders through the lens of the socioecological model of public …

The Resilience Vaccine, Sara Horton-Deutch T. Duffy

Master's Projects and Capstones

Healthcare workers have been working in unprecedented circumstances since the declaration of the COVID-19 pandemic. Caregivers have been taxed with burnout. A large healthcare organization’s 26-bed, medical-surgical, telemetry, COVID-19 overflow unit was significantly impacted. Many healthcare organizations have adopted advocacy for attaining joy in work as an extra dimension of the Institute for Health Improvement’s Triple Aim. Adding this fourth aim supports averting caregiver burnout (CBO) while promoting joy in work.

This quality improvement project examined nurse leaders’ interventions that address CBO, promote healthy work environments, and promote joy in work. From June through August 2021, an 8-week resilience program …

Implementation Of A Mental Health Environmental Risk Assessment Tool, Alan Le

Doctor of Nursing Practice (DNP) Projects

Background: Patient suicide is a serious safety issue, especially in mental health settings since suicides disproportionately affect psychiatric patients. Environmental hazards are a primary contributing factor in patient suicide cases.

Problem: Mental health staff may lack tools and training to perform proper environmental risk assessments, which is the case at a psychiatric crisis residential center in northern California that utilized no environmental risk assessment tool.

Methods: An environmental risk assessment tool was implemented at the site for four months to increase staff confidence, ability to identify hazards and decrease risk of patient suicides.

Interventions: The Suicide and …

Giving Birth At A Critical Time: Assessing Perinatal Depression Among Syrian Refugees In Low Resource Settings, Nada Alnaji

Theses & Dissertations

Refugee mothers are at an increased risk of suffering from stress and mental health conditions during the first year after giving birth to a child. The objective of this study is to enhance the early identification of treatable mental health conditions among perinatal women living within humanitarian settings. The central hypothesis is that a culturally specific approach can be helpful for the long-term success of mental health efforts. In this study, we use qualitative interview methods to understand the cultural paradigms and predisposing factors for perinatal depression related to being a Syrian refugee in Lebanon during the COVID-19 pandemic. In …

The Ecology Of Mental Health And The Impact Of Barriers On Mental Health Service Utilization, Alisha Aggarwal

Theses & Dissertations

Mental health has emerged as a major public health concern in recent times with several disparities and barriers related to adequate health service utilization. Different age groups experience diverse symptoms and face distinct barriers in accessing and utilizing healthcare. Policies like Mental Health Parity and Addiction Equity Act and the Patient Protection and Affordable Care Act were launched to improve insurance coverage and delivery of mental health services. However, a large gap of unmet needs exists for adequate mental health service utilization in the country. This dissertation aims to describe the financial and non-financial barriers to mental health service utilization …

Designing And Implementing A De-Escalation Toolkit To Improve Staff Education And Competency On De-Escalation Within A Mental Health Outpatient Setting, Balraj Bajwa

Doctor of Nursing Practice (DNP) Projects

Background: The purpose of this study is to develop and implement a de-escalation toolkit to help improve memory, retention, and utility of de-escalation techniques within an outpatient mental health crisis stabilization unit.

Problem: The aforementioned crisis stabilization unit has elevated rates of patient aggression/violence and staff present with difficulty recalling de-escalation techniques due to the lapse in memory and/or retention.

Methods: The project was introduced to the stakeholders of the crisis stabilization unit and input was obtained on the design and components of the toolkit. Various analyses were conducted to ensure the appropriate implementation of the project.

Intervention: A de-escalation …

The Influence Of Comorbid Gad On Er Utilization In Urban Youth With Asthma, David A. Karpe

Theses and Dissertations

Current literature indicates a strong association between asthma and the early onset of comorbid generalized anxiety disorder (GAD) in minors and their primary caregivers. Studies show that asthma prevalence increases with certain demographic factors, such as ethnicity, socioeconomic status, and housing quality. Evidence also suggests that GAD influences decision-making, especially when deciding to utilize emergency room (ER) services for asthma-related concerns. This study analyzed the effect of comorbid GAD on minors with asthma and ER utilization. The data were provided by an earlier Stress & Justice Study (S&J) baseline survey, an investigation aimed at understanding the impact of parental criminal …

Antipsychotic Medication Administration In Oregon Assisted Living/Residential Care Settings: Analyzing An Action Situation, Sarah Dys

Dissertations and Theses

Antipsychotic medication use (APU) in assisted living and residential care (AL/RC) settings is an under-studied and controversial health policy issue. APU in older adults with dementia is associated with an increased risk of falls, hospitalizations, and early mortality. I operationalize the Institutional Analysis and Development Framework using a situational analysis approach, an extension of grounded theory methods, to explore the APU in Oregon AL/RC settings. Regulatory deficiency citations, Oregon AL/RC population data, and semi-structured interviews suggest that staff role clarity, organizational characteristics, and perceived agency influence decision-making around APU. AL/RC providers and caregivers are forced to simultaneously balance and prioritize …

Depression As A Moderator Of The Relationship Between Perceived Injustice And Neuropsychological Performance Validity Among Individuals Previously Diagnosed With A Concussion, Jeremiah Lum

Clinical Psychology Dissertations

Concussion is one of the most common conditions seen within rehabilitation and neuropsychology. Given that many concussions are diagnosed following litigation-associated injuries, it is unsurprising that malingered neurocognitive deficit (i.e., deliberate underperformance on cognitive instruments in the interest of secondary gain) has dominated the concussion literature. Although the identification of malingering is essential to ethical assessment, its presence or absence is not the sole determinant of performance validity as a whole. Rather, performance validity is a broad construct involving effort, which refers to examinees’ investment in performing at capacity levels; emerging research suggests this can be affected by psychological factors …

Smoking, Alcohol Consumption, And Depression In Association With Incidence Of Type 2 Diabetes Among Mexican Americans In Starr County, Texas, Gabriela Rubannelsonkumar

Honors Program Theses and Research Projects

Previous studies on conditions like obesity, hypertension, and type 2 diabetes mellitus (T2DM) have explored the correlations between them and various other human conditions, including aortic stiffness, left ventricular hypertrophy and sleep apnea, as they predict possibilities of developing certain diseases in Mexican Americans. This study aims to observe the correlation between lifestyle decisions that could relate to the onset of the depression in normal, prediabetic, and diabetic individuals. These include smoking habits and alcohol consumption. Many papers have previously conducted research on these lifestyle habits as they relate to obesity, hypertension, diabetes, however, have done so in a singular …

Bullying In The C-Suite: A Nurse Leader Perspective, Kimberly Ann Colonnelli

Doctor of Nursing Practice (DNP) Projects

An estimated 35% of American workers have experienced bullying, and in 80% of those situations, the perpetrator was a supervisor or boss. 1 However, the reality is that bullying can come from anyone in the workplace, including subordinates. Victims are generally well liked and good performers, making them feel like threats to a bully’s power base. Bullying, unlike harassment, is not a legally defined behavior, so no laws currently exist to punish it. Victims are, therefore, at the mercy of their bosses, supervisors, co-workers, and human resource departments for protection or relief. Bullying is not a singular event, but rather …

The Potential Of Mental Health Policy Implementation: Methods And Applications, Meagan Renee Pilar

Arts & Sciences Electronic Theses and Dissertations

Mental illness affects roughly 20% of the world in some capacity and can be debilitating. Though a large emphasis has historically been placed on individual-level interventions (e.g., therapy or medication), mental health policies present an opportunity to intervene on a large scale, with the potential to enhance impact and equity. This dissertation contributes to the mental health policy research literature in three main ways—(1) exploring factors affecting policymakers’ overall support of mental health policies; (2) assessing the use and quality of quantitative and qualitative methods within this field; and (3) exploring implementation determinants and outcomes, as well as strategies used …

An Investigation Into The Relationship Between Obstetric Racism And Postpartum Depression In Black Women, Miguel A. Claxton Iii

University Honors Theses

Postpartum depression is the most common postpartum mood disorder, with 13% of new mothers reporting symptoms within the first year. Adverse birth outcomes, such as low birth weight and preterm birth co-index with the development of postpartum depression. This correlation is particularly alarming considering that Black women have about a 60% higher rate of preterm birth and an 88% higher rate of low birth weight infants than Caucasian women. By utilizing theories of stratified reproduction, necropolitics, and obstetric racism, this paper aims to situate postpartum depression in Black women as a psychological response to systems of medicolegal control and domination. …

Therapeutic Potential Of Psychedelic Drugs, Specifically Magic Mushrooms, Marijuana, And Mdma With Veterans Who Suffer From Post-Traumatic Stress Disorder (Ptsd), Misty Schutterle

Counselor Education Capstones

Post-Traumatic Stress Disorder (PTSD) is a stress-based condition that a person develops after being exposed to an overwhelmingly traumatic event. Military troops frequently experience stress and trauma, making them highly susceptible to psychopathology. This paper evaluates nine clinical trials that used either magic mushrooms, marijuana, or MDMA as an adjunct to traditional psychotherapy to treat veterans who suffer from anxiety, depression, PTSD, suicidality, and other psychopathologies. Multiple scholarly journals and articles were read and analyzed, which show support for the therapeutic potential of psychedelic drugs in treating veterans with PTSD. After receiving psychedelic-assisted psychotherapy, the research showed participants experienced a …

When A Woman Goes To Jail, Renee Onque, Emily Nadal

Capstones

The United States holds 30% of the world’s incarcerated women and the laws protecting their specific needs while in the prison system differ by state. New York, Minnesota and Alabama are introducing innovative ways to improve the birthing experiences of women who are incarcerated. From programs that allow mothers to send their breast milk on dry ice to their babies to nurseries within prisons that allow babies to live with their moms for up to a year, these states are pushing for progressive changes for mothers in the system. https://reneeonque.github.io/capstone/

Stress And Burnout Among Undergraduate Music Education Majors: An Examination Of Trends, Influences, And Coping Mechanisms, Emily Carroll

Honors Projects

Previous research points to an increase in undergraduate music education major stress. A stress questionnaire was sent to three Midwest collegiate institutions: one was a mid-sized liberal arts school, another was a conservatory, and the last was a large state institution. Findings confirm concerning elevated levels of stress among undergraduate music education majors. The levels of stress appear to be a universal issue in this particular degree program, implying there is a need for change to better student wellness.

Self-Measured Blood Pressure Monitoring: A Patient Empowerment Project, Alison Cusmano

Doctor of Nursing Practice Final Manuscripts

Hypertension is a public health issue estimated to affect 112 million adults by 2030. Primary care patients in an outpatient clinic in Southern California with elevated blood pressure readings in the office did not have an organized system for close follow-up. The purpose of this evidence-based project (EBP) was to educate patients on self-measured blood pressure monitoring (SMBP), Dietary Approaches to Stop Hypertension (DASH), diet interventions, and healthy weight loss to improve hypertension rates. Through these interventions, patients developed an understanding of their systolic and diastolic blood pressure goals. Nurse practitioners, medical assistants, and licensed vocational nurses screened for high …

Social Skills Groups For School-Age Children With Autism, Samantha Aybar

Department of Occupational Therapy Entry-Level Capstone Projects

The present capstone project and experience aimed to develop and implement a 12-week program of social skills peer groups for school-aged children with autism at an outpatient pediatric therapy clinic. The program consisted of weekly peer group sessions targeting a range of social skill topics, such as emotional regulation, conversation skills, and collaborative play. The small group format provided an opportunity for participants to practice skills, learn from others, and obtain feedback on their performance within a supportive environment. A family-centered approach was utilized through providing parent resources, at-home activities, and a parent workshop to better support children’s social skill …

Peer-Led Building Resilience And Enhancing Social-Emotional Skills Program, Danielle K. Enrico

Department of Occupational Therapy Entry-Level Capstone Projects

The purpose of the Capstone experience was to develop and implement a five-week peer-led building resilience and social-emotional skills training program at a public high school. This program addressed high school students' knowledge, skills, and attitudes regarding resources, social-emotional skills, and resilience. A questionnaire was administered pre and post-program to measure effectiveness. The results indicated an increase in scores, demonstrating a clearer understanding in all three areas.

Potential Effects Of Animatronic Pet Ownership In College Students, Bayleigh Burling

Honors Theses

No abstract provided.

Using A Social Support Group To Educate And Empower Immigrant Latina Women, Diana N. Rendon

Department of Occupational Therapy Entry-Level Capstone Projects

The purpose of this capstone project was to promote mental health education and access to vulnerable South Florida Latina Women. The original intent was to establish a program providing families with mental health education, including information about common mental illnesses, signs and symptoms, community resources, and the impacts on occupations. This capstone experience was conducted with the Magnolias Women's Support Group at Caridad Center, located in Palm Beach County, Florida. The focus areas of this capstone were advocacy, policy and program development, and administration. Furthermore, this capstone project was intended to promote health literacy for underserved populations, especially immigrant women.

Implementation Of An Interprofessional Fall Prevention Program To Reduce Falls On An Older Adult Inpatient Psychiatric Unit, Teresa Woodson

Doctor of Nursing Practice

Background. Falls are the most reported incidents in the hospital setting, especially among older adults. According to the National Database of Nursing Quality Indicators (NDNQI), the number of falls in inpatient psychiatric units is 13-25 per 1,000 patient days, compared to 4 per 1,000 days for medical-surgical units. This DNP project aims to implement an interprofessional fall risk team to reduce falls in an older adult inpatient psychiatric unit. Problem. The psychiatric inpatient units had a total of 31 falls, with 13 (40%) occurring on the older adult unit. Interventions. Education of nursing staff, providers, and physical therapy (PT) …

The Effects Of Depression, Anxiety, And Stress On College Students: Examining The Role Of Mental Health Self-Efficacy On Willingness To Engage In Mental Health Services, Leeanna L. Golembiewski

Psychology Theses & Dissertations

Relative to younger ages, mental health problems are more prevalent among college students (Pedrelli et al., 2015) and nearly 20% of U.S college students are diagnosed each year with a mental health problem (Blanco et al., 2008). College students’ self-efficacy may influence mental health outcomes by impacting an individual’s decision to change their behavior and execute a course of action (Bresó et al., 2011). Mental health may also be influenced by the degree of willingness that an individual possesses, such that those who are more willing to seek mental health treatment are also more likely to follow through and seek …

Covid-19 Masks In Terms Of Functional, Expressive, And Aesthetic Consumer Needs, Lily Highley

Apparel Merchandising and Product Development Undergraduate Honors Theses

The purpose of this study was to assess consumers' perspectives of COVID-19 masks under the functional, expressive, and aesthetic areas. Due to the COVID-19 pandemic, masks have become an “accessory” to everyday life, and it was essential to research masks under these unique areas and explore consumer perceptions.

This study took place after background research on the topic and the FEA model. The study included a survey sent to Bumpers College students upon approval from the IRB. The data was analyzed and interpreted specifically in the FEA areas and can be useful to better understand the students at the University …

Development And Validation Of A Basic Ground Skills Assessment For Equine-Assisted Services, Sarah J. Andersen

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The equine-assisted services program at Utah State University produced and validated an assessment process used to test equines for suitability for equine-assisted services. Equine-assisted services incorporate the interaction of humans who face mental, physical, emotional, and/or social challenges and equines for therapeutic purposes. Recreational, physical, mental, social, and/or emotional goals are met through various equine-assisted services such as therapies, equine-assisted learning, and horsemanship.

Due to the potential for human injury while interacting with equines, it is important to ensure equines are assessed for safe behavior prior to participation in equine-assisted services. This is why our group developed and tested the …

Identifying Functional Profiles Of Challenging Behaviors In Autism Spectrum Disorder With Unsupervised Machine Learning, Emily Daskas

Computational and Data Sciences (MS) Theses

Machine learning and deep learning methods are becoming increasingly used in the understanding, identification, and improvement of the diagnosis and treatment of Autism Spectrum Disorder. People with ASD often exemplify challenging behaviors that can put their safety, education, and general quality of life at risk. Challenging behaviors are driven by one of four functions. The combination of common occurrences of challenging behaviors and their respective behavioral functions are unique to the individual and circumstance, and the most successful therapies account for both challenging behaviors and their respective functions. Therefore, it is important that research is done on these concepts to …

The Impact Of Corporal Punishment For Timorese High School Graduates, Veronica Godinho Pereira

Graduate Theses and Dissertations

This research examines the impacts of corporal punishment for Timorese high school graduates. Physical punishment is a pervasive method of disciplining students and children used in Timor-Leste because it has been such a tradition (UNICEF 2017). Few researchers have attempted to analyze the negative impacts of corporal punishment and possible gender differences; there is no known research on the impacts of corporal punishment in Timor-Leste. This study uses an in-depth interview method, where data were collected from 26 Timorese high school graduates composed of both men and women from both private and public schools in Timor-Leste. The ages of the …