Mental and Social Health Commons^™

The Enact Network Is Acting On Housing Instability And The Unhoused Using The Open Health Natural Language Processing Toolkit, Daniel R Harris, Sunyang Fu, Andrew Wen, Alexandria Corbeau, Darren Henderson, Jordan Hilsman, David Oniani, Yanshan Wang

Faculty, Staff and Student Publications

Housing is an environmental social determinant of health that is linked to mortality and clinical outcomes. We developed a lexicon of housing-related concepts and rule-based natural language processing methods for identifying these housing-related concepts within clinical text. We piloted our methods on several test cohorts: a synthetic cohort generated by ChatGPT for initial infrastructure testing, a cohort with substance use disorders (SUD), and a cohort diagnosed with problems related to housing and economic circumstances (HEC). Our methods successfully identified housing concepts in our ChatGPT notes (recall = 1.0, precision = 1.0), our SUD population (recall = 0.9798, precision = 0.9898), …

Sequencing Conversational Turns In Peer Interactions: An Integrated Approach For Evidence-Based Conversational Agent For Just-In-Time Nicotine Cravings Intervention, Tavleen Singh, Michael Truong, Kirk Roberts, Sahiti Myneni

Faculty, Staff and Student Publications

BACKGROUND: Risky health behaviors place an enormous toll on public health systems. While relapse prevention support is integrated with most behavior modification programs, the results are suboptimal. Recent advances in artificial intelligence (AI) applications provide us with unique opportunities to develop just-in-time adaptive behavior change solutions.

METHODS: In this study, we present an innovative framework, grounded in behavioral theory, and enhanced with social media sequencing and communications scenario builder to architect a conversational agent (CA) specialized in the prevention of relapses in the context of tobacco cessation. We modeled peer interaction data (n = 1000) using the taxonomy of behavior …

Intermittent Theta Burst Stimulation And Functional Connectivity In People Living With Hiv/Aids Who Smoke Tobacco Cigarettes: A Preliminary Pilot Study, Gopalkumar Rakesh, Thomas G Adams, Rajendra A Morey, Joseph L Alcorn, Rebika Khanal, Amanda E Su, Seth S Himelhoch, Craig R Rush

Faculty, Staff and Student Publications

BACKGROUND: People living with HIV (PLWHA) smoke at three times the rate of the general population and respond poorly to cessation strategies. Previous studies examined repetitive transcranial magnetic stimulation (rTMS) over left dorsolateral prefrontal cortex (L. dlPFC) to reduce craving, but no studies have explored rTMS among PLWHA who smoke. The current pilot study compared the effects of active and sham intermittent theta-burst stimulation (iTBS) on resting state functional connectivity (rsFC), cigarette cue attentional bias, and cigarette craving in PLWHA who smoke.

METHODS: Eight PLWHA were recruited (single-blind, within-subject design) to receive one session of iTBS (n=8) over the L. …

Higher Il-6 And Il-4 Plasma Levels In Depressed Elderly Women Are Influenced By Diabetes Mellitus, Natália S Dias, Antônio L Teixeira, Breno S Diniz, Erica L Vieira, Bernardo De M Viana, Izabela G Barbosa

Faculty, Staff and Student Publications

OBJECTIVE: This study aimed at investigating a set of peripheral cytokines in elderly female patients with MDD, comparing them to controls, and assessing the potential influence of clinical comorbidities on inflammatory markers.

METHODS: Twenty-five elderly female patients diagnosed with MDD and 19 age-matched female controls were enrolled on this study. Plasma levels of interleukin (IL)-4, IL-6, IL-10, interferon (IFN)-γ and tumor necrosis factor (TNF)-α were evaluated with commercially-available assays.

RESULTS: Elderly female patients with MDD exhibited higher plasma IL-6 and IL-4 levels when compared to controls. In a logistic regression model taking cytokine levels, comorbidities, and age into account, only …

G-Quadruplex Dna And Rna In Cellular Senescence, Rocio Diaz Escarcega, Paul Marshall, Andrey S Tsvetkov

Faculty, Staff and Student Publications

Normal cells divide, are damaged, and are repaired across their lifetime. As cells age, they enter cellular senescence, characterized by a permanent state of cell-cycle arrest triggered by various stressors. The molecular mechanisms that regulate senescent phenotypes have been actively investigated over the last several decades; however, one area that has been neglected is how G-quadruplex (G4) DNA and RNA (G4-DNA and G4-RNA) mediate senescence. These non-canonical four-stranded DNA and RNA structures regulate most normative DNA and RNA-dependent processes, such as transcription, replication, and translation, as well as pathogenic mechanisms, including genomic instability and abnormal stress granule function. This review …

Physical, Emotional, And Occupational Dimensions Of Wellness And Their Applicability: A Feasibility Study, Josephine Savitski

Williams Honors College, Honors Research Projects

This feasibility study investigates a health and wellness intervention program based on the 7 Dimensions of Wellness framework, emphasizing evidence-based methods, accessibility, and participant independence. The research combines insights from a comprehensive literature review, which explores resources essential for designing, implementing, and executing health literacy based interventions targeting three dimensions of wellness. The study outlines methods for participant selection, program delivery, and data collection, synthesizing existing research and scholarly works to provide insights into effective strategies, educational tools, and interdisciplinary approaches. Despite the absence of statistical analysis, pre- and post-survey results demonstrate positive trends. Reflections on observed outcomes highlight adaptability, …

Exploring The Impact Of The Covid-19 Pandemic On Adolescent Mental Health: An Integrative Systematic Review, Ruth Maouda

Theses and Dissertations

An integrative systematic review was conducted to understand the potential impact of the COVID-19 pandemic on adolescent mental health and to identify what contributing risk and protective factors increased or decreased the likelihood that these mental health outcomes were experienced among adolescents, including those from diverse and vulnerable communities. Furthermore, this review examined interventions and coping strategies identified within the literature that were beneficial in mitigating these harmful pandemic-related effects. Methods. Data was collected from five electronic databases and included peer-reviewed, English-language articles published between 2020-present in the United States, comprised of adolescent participants aged 11-19. All studies were required …

My Secret Struggle: Starving, Purging, And Numbing My Emotions. An Autoethnographic Analysis Of My Lifelong Battle With Anxiety, Depression, And Eating Disorders, Hasmek G. Siwajian

Theses and Dissertations

Adolescent females and young adult women between the ages of 12 and 25 are at a higher risk of engaging in self-destructive and life-threatening behaviors linked to anxiety, depression, and eating disorders when they do not have access to suitable treatment options or coping mechanisms (Garcia et al., 2020). This study highlights the heightened vulnerability of adolescent females and young adult women aged 12 to 25 who engage in self-destructive behaviors associated with anxiety, depression, and eating disorders when adequate treatment options or coping mechanisms are lacking. Through an autoethnographic approach, the researcher delves into her daily struggles and breakthroughs …

The Impact Of Mental Health On Recidivism: A Logistic Regression Analysis Examining Federal Probation Outcomes, Stephanie Kowal

Undergraduate Theses, Professional Papers, and Capstone Artifacts

This research paper investigates the impact of mental health issues on probation success, utilizing secondary data from the Criminology Research Group at the University of Montana. Employing binary logistic regression analysis, the study examines various factors affecting probation outcomes, with a focus on mental health treatment as a primary independent variable. Findings reveal that individuals receiving outpatient mental health care are significantly more likely to recidivate, supporting the hypothesis that ongoing mental health struggles pose substantial barriers to probation success. Moreover, employment status, age at the start of supervision, adult criminal offenses, and days under supervision emerged as significant predictors …

Assessment Of Quality Of Life Among Patients Undergoing Semaglutide Treatment For Weight Loss, Muhammad Sameed

Honors Undergraduate Theses

Purpose: The study aims to assess the Quality of Life (QoL) among patients undergoing semaglutide treatment for weight loss. The primary hypothesis is that patients’ QoL will improve after semaglutide treatment. This can be due to losing weight, having better physical and mental health, or due to the perceived betterment in life after treatment.

Introduction: Obesity is becoming more prevalent in America, and it has a huge effect on the person's medical conditions, life expectancy, and QoL. Though there has been a surge of treatments to deter the obesity rates in America from rising. One of the more popular and …

The Promise Of Graphic Medicine In Provider Training To Promote Mental Health, Prevent The Empathy Decline, And Improve Learning, Maeher Sukhija

Honors Undergraduate Theses

As medical students progress through their training, they experience a decline in empathy, mental health struggles, and difficulties in learning. The prevalence of depression, anxiety and burnout among medical students, along with the decline of empathy in medical students can impact their professionalism and quality of patient care as future physicians. This literature review shows how the integration of graphic medicine in provider training can address these problems, giving a new perspective on what medical education should look like. Thirty-three articles were found and reviewed by searching through the databases Academic Search Premier, PubMed, and Google Scholar, along with the …

Understanding Guardian Perceptions Of Whole-Foods Plant-Based Diets As Interventions In Pediatric Medicine, Vijay R. Luthra

Honors Undergraduate Theses

The obesity epidemic is widespread in American society, often affecting children who bear its consequences innocently. Due to a lack of nutrition knowledge, children rely on caregivers to meet their nutritional needs and instill healthy habits. This study examines parents' attitudes, knowledge, and behaviors, as well as perceived barriers to adopting a whole-foods plant-based diet (WFPD) for their children. Using a modified survey instrument by Morton et al., this study focused on parents and children regarding dietary choices. Participants were recruited from the waiting area of a pediatric clinic at the Medical College of Georgia between April and May 2023. …

Health-Outcomes Related To Smartphone Use In The College Student Population: A Scoping Review, Gregory Deglomine

Honors Undergraduate Theses

Objective: A scoping review was employed to consolidate what is currently being studied and reported on concerning interactions with smartphone devices and correlated negative health-outcomes, specifically within the college student population. We are specifically concerned with this population due to the unique demands of technology use coupled with free time use of smartphone devices. Information such as study focus, study design, and summarized results are be provided within this compilation of available data. Results: The existing data findings are heavily skewed in favor of a positive correlation between smartphone use and negative health-outcomes. Sampling 17,069 total participants across 41 studies, …

Identifying Contributing Factors For Legal Placement Status In Involuntary Commitment And Voluntary Commitment In Child And Adolescent Psychiatry, Brianna R. Perry

Honors Undergraduate Theses

Background: Psychiatric hospitalization of children and adolescents can be carried out either voluntarily or involuntarily. The aim of this form of inpatient hospitalization is to provide treatment for those who cannot manage the symptoms of their mental illnesses on their own. However, psychiatric hospitalizations of children and adolescents are costly and could lead to outcomes such as worsened mental state in former patients and distrust of the system in caregivers. It is crucial to have a solid understanding of specific components that lead to the hospitalization.

Purpose: To identify potential trends in patient admission data through the analysis …

Individual And Organizational Challenges To Implementing Prolonged Exposure Therapy In The Military Health System: A Systematic Review Of Client And Provider Perspectives, Paris R. Cloutier

Honors Undergraduate Theses

Military veterans and active-duty service members face high rates of posttraumatic stress disorder (PTSD), a chronic and debilitating condition that is comorbid with other negative psychological and social outcomes. PTSD symptomology in military careers is attributed to unique organizational factors and risks both during and post-deployment. Delivering modern, effective PTSD treatments derived from evidence-based research to the military population is a multi-faceted effort. Among these interventions, prolonged exposure therapy (PE) is a safe and effective trauma-focused treatment for veterans. To yield higher rates of PE success, common challenges faced by both military clients and their clinicians that may be impairing …

Parental Beliefs About Mental Health And Available Support, Michele O'Geare

Master's Theses

This study adds information to the field by investigating the relationship between parental beliefs about mental health and the services they use to support their child’s mental health issues. The study targeted 224 parents from a private K-12 school in the Midwest. The school was selected because of the many students from diverse backgrounds. This study does not intend to influence parental beliefs but investigates ways families seek support for their children. Descriptive statistics like mean and standard deviation were combined to analyze quantitative data used to interpret parents’ beliefs toward mental health and the use of specific mental health …

Grading Of Malnutrition Among Under 5 Children Residing In Urban Slum In Mysuru Using Who Classification And Indian Academy Of Pediatrics (Iap) Classification: A Comparative Study, Ravali Annaram Dr, Amogha Shree Dr, Saurish Hegde Dr, Krishnaveni Y S Dr

Digital Journal of Clinical Medicine

Background

Malnutrition in Indian children under five is widespread, driven by insufficient food intake and diseases like diarrhoea and respiratory infections. Factors such as food security, maternal literacy, and healthcare access influence malnutrition rates. Growth monitoring utilizes WHO standards globally and IAP guidelines in India. Implementing these charts improves early identification and management of malnutrition, crucial for addressing childhood health challenges in India. This study compare the prevalence of malnutrition in WHO classification with Indian Academy of Paediatrics (IAP) classification among under 5 children residing in urban slum.

Methodology

A community based cross-sectional study was conducted among children aged 6 …

The Effect Of A Community Resiliency Model Education On Resilience, Psychological Empowerment, And Well-Being In Behavioral Health Nurses, Lorrie Smith-Esterle

DNP Projects

Background: Resilience, well-being, and psychological empowerment are associated with improvement in job satisfaction and nurse retention rates. The Community Resiliency Model (CRM) can promote emotional regulation, well-being, and create an internal state of balance in response to work-related stressors. Educating nurses on how to use CRM enables the recognition of changes in thoughts, emotions, sensations, and internal or external stimuli, which can promote resilience, well-being, and psychological empowerment.

Purpose: The purpose of this project was to evaluate evaluate the effect of a resiliency education using the Community Resiliency Model (CRM) on resilience, psychological empowerment, and well-being of behavioral health nurses. …

The Menstrual Cycle In Psychotherapy: Interventions, Therapist Engagement, And Blind Spots, Rozita Alaluf

Dissertations and Theses

There is a dearth of literature on psychotherapy and menstruation, except for the treatment and diagnosis of issues associated with premenstrual distress. This study aimed to bridge this gap by investigating the frequency and context of discussions about the menstrual cycle, the factors influencing therapists’ engagement with this topic, and the therapeutic approaches utilized to address the menstrual cycle within psychotherapy.

In phase 1, 118 psychotherapists from various theoretical backgrounds completed a survey on menstruation in clinical practice. The data was analyzed using descriptive statistics. In phase 2, semi-structured interviews were conducted with 7 psychotherapists, primarily identifying their theoretical orientation …

The Integrated Behavioral Model Of Mental Health Help Seeking (Ibm-Hs): A Health Services Utilization Theory Of Planned Behavior For Accessing Care, Joseph H. Hammer, David L. Vogel, Patrick R. Grzanka, Nayeon Kim, Brian T. Keum, Claire Adams, Sarah A. Wilson

Research outputs 2022 to 2026

This article introduces the integrated behavioral model of mental health help seeking (IBM-HS), a theoretical model for understanding the constructs (e.g., systemic, predisposing, and enabling factors; mental health literacy; illness perceptions; perceived need; stigma; shame; perceived benefits, motivation) that influence people’s decision making around seeking professional mental health care and their ultimate access to formal treatment. The IBM-HS is a help-seeking-specific adaptation of the empirically supported integrated behavioral model and integrative model, which are themselves evolutions of the theory of planned behavior and theory of reasoned action. The IBM-HS posits that help-seeking determinants (e.g., structural forces; cultural influences; past help-seeking …