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Articles 151 - 180 of 1096
Full-Text Articles in Mental and Social Health
A Half Century Of Criminalizing Serious Mental Illness: Observations And Considerations, Arthur J. Lurigio
A Half Century Of Criminalizing Serious Mental Illness: Observations And Considerations, Arthur J. Lurigio
DePaul Journal of Health Care Law
This article describes the difficulties of working with people with serious mental illnesses (PSMIs) at every stage of the criminal justice process—from arrest to post- incarceration release from prison. The needs of PSMI for mental health and social services are complex and require different case management plans and strategies at various points in the process. Severe mental illnesses (SMIs), such as schizophrenia, major depression, and bipolar disorder, stem from abnormalities in the brain structure and neuroprocessing that cause significant distress and dysfunction. People with serious mental illnesses typically suffer from a variety of other related problems (e.g., addiction) that can …
Mental Health Courts: Is There Any Hope For Mental Illness In An Outdated Criminal Justice System?, Brock Imel
Mental Health Courts: Is There Any Hope For Mental Illness In An Outdated Criminal Justice System?, Brock Imel
DePaul Journal of Health Care Law
Mental health awareness is an ever-growing field of study that has garnered more attention in America after the COVID-19 pandemic. As far back as colonial America, mental illness was considered taboo in society and often reprimanded with punishable crimes. This article seeks to divulge into the history of mental health and its relation to the law, as well as how the creation of mental health courts has led to a decrease in recidivism.
This article aims to provide the reader with an understanding of the evolving field of mental health courts and provide state legislatures foundational knowledge for creating and …
The Benefit Of Green And Blue, Maddie Fitzgerald
Feasibility And Acceptability Of The Mazi Umntanakho Digital Tool In South African Settings: A Qualitative Evaluation, Catherine E. Draper, Caylee J. Cook, Elizabeth A. Ankrah, Jesus A. Beltran, Franceli L. Cibrian, Kimberley D. Lakes, Hanna Mofid, Lucretia Williams, Gillian R. Hayes
Feasibility And Acceptability Of The Mazi Umntanakho Digital Tool In South African Settings: A Qualitative Evaluation, Catherine E. Draper, Caylee J. Cook, Elizabeth A. Ankrah, Jesus A. Beltran, Franceli L. Cibrian, Kimberley D. Lakes, Hanna Mofid, Lucretia Williams, Gillian R. Hayes
Engineering Faculty Articles and Research
To address the need for interventions targeting social emotional development and mental health of young children in South Africa, the Mazi Umntanakho (‘know your child’) digital tool was co-designed, and piloted with caregivers and 3–5-year-old children involved in home visiting programmes promoting early childhood development. The aim of this study was to qualitatively evaluate the feasibility and acceptability of this tool in four urban and four rural low-income communities, from the perspective of home visitors and caregivers. Focus groups were conducted with home visitors (n = 117) and caregivers (n = 72). Issues relating to the feasibility of …
Perceived Stress And Coping Mechanisms Observed In Professional Master’S Athletic Training Students, Emily Madrak, Jennifer L. Volberding, Emily Madrak
Perceived Stress And Coping Mechanisms Observed In Professional Master’S Athletic Training Students, Emily Madrak, Jennifer L. Volberding, Emily Madrak
Internet Journal of Allied Health Sciences and Practice
Purpose: With the shift in level of athletic training education, studies regarding undergraduate students, especially regarding stress and coping, are quickly becoming obsolete. Because of this shift, we sought to investigate level of perceived stress (PS) in professional master’s athletic training (PMAT) students, coping skills used to mitigate PS, and what coping skills form a relationship to alter PS. We observed these variables by gender, age, year in program, and curriculum delivery model. Method: We used a quantitative cross-sectional study online survey to recruit students who were currently enrolled in a Commission on Accreditation of Athletic Training Education (CAATE) accredited …
To Be Soft Again: A Phenomenological Study Of Uncertainty And Resilience In Childbearing During The Covid-19 Pandemic, Marcianna Nosek
To Be Soft Again: A Phenomenological Study Of Uncertainty And Resilience In Childbearing During The Covid-19 Pandemic, Marcianna Nosek
Nursing and Health Professions Faculty Research and Publications
Background:
During the COVID-19 pandemic, uncertainty was exacerbated in experiences of pregnancy and childbirth as people navigated through uncharted territory. Building resilience may be one effective way to cope. However, for those who carry a heavier burden in upholding others, a societal expectation of “toughness” and the ability to endure may lead to an appearance of resilience, while on the inside, well-being may be compromised.
Objectives:
This study is part of a larger phenomenological study that explored the broad research question: What is the lived experience of childbearing during the COVID-19 pandemic? Specific themes of uncertainty and resilience are reported …
Los Inmigrantes Indocumentados Y Su Pelea Para La Salud Medica En Los Estados Unidos, Alejandro Del Rello
Los Inmigrantes Indocumentados Y Su Pelea Para La Salud Medica En Los Estados Unidos, Alejandro Del Rello
World Languages and Cultures Senior Capstones
This essay explores the critical issue of healthcare access for undocumented immigrants in the United States. Despite contributing significantly to the economy through labor and taxes, undocumented immigrants face systemic barriers to medical care, including lack of insurance, fear of deportation, and economic troubles. These barriers result in untreated illnesses, mental health struggles, and increased use of emergency services, which generate higher long-term costs. The paper argues for inclusive healthcare policies, such as Medicaid expansion and protections for patient privacy, to improve public health, reduce disparities, and enhance economic stability. Drawing from U.S. and international examples, the essay demonstrates that …
Self-Awareness And Self-Efficacy In The Novice Professional Phase Of Marriage And Family Therapists After Person Of The Therapist Training, A Comparative Survey, Rubio Betsabé
Dissertations
The study focuses on examining the influence of person-of-the-therapist or self-of-the-therapist training on therapists’ self-reports of self-awareness (as a conscious awareness of one’s internal states and interactions with others) and self-efficacy (perceived beliefs in personal capabilities to perform in ways that give control over events that affect their lives) at the novice professional stage of their career. The study will examine the experiences reported by mental health providers actively providing clinical care by utilizing a survey design focusing on person of the therapist connecting through alumni lists and online solicitation. This research adds to the current literature by using a …
Representative National Survey On Drug Use During The Covid-19 Stay-At-Home Order In The Usa, Soo-Hoon Lee, Bernadette Cullen, Alidon Athey, Calliope Holingue, Michelle R. Kaufman, Paul Nestadt, Jack Samuels, Tracy Vannorsdall, Phillip Phan
Representative National Survey On Drug Use During The Covid-19 Stay-At-Home Order In The Usa, Soo-Hoon Lee, Bernadette Cullen, Alidon Athey, Calliope Holingue, Michelle R. Kaufman, Paul Nestadt, Jack Samuels, Tracy Vannorsdall, Phillip Phan
Management Faculty Publications
Objectives This study explores the drug use behaviour in the US general population in the early days of the COVID-19 pandemic with a focus on the relationship between sociopsychological factors, mobility restrictions from March to June 2020 and mental health conditions.
Design A retrospective anonymous online survey representing a cross-section of the US population in 2020.
Setting A qualified panel of 500 000 Qualtrics participants stratified by gender, race, age and geographical region to represent the US population.
Participants 3340 participants voluntarily consented to respond.
Measures Outcome measure for illicit and non-medical use of prescription drugs based on the National …
Barriers And Facilitators To Accessing Mental And Physical Health Care Among Sexual Minority Women: A Qualitative Exploration, Charlotte A. Dawson, A. Moulder, Kristin E. Heron
Barriers And Facilitators To Accessing Mental And Physical Health Care Among Sexual Minority Women: A Qualitative Exploration, Charlotte A. Dawson, A. Moulder, Kristin E. Heron
Department Psychiatry & Behavioral Science Faculty Publications
Cisgender sexual minority women (SMW, e.g., lesbian, queer) are at greater risk for poor mental and physical health compared to heterosexual women and face challenges when accessing health care. Previous research has largely focused on general sexual and gender minority barriers to health care, but more research is needed on the experiences of specific subgroups, including cisgender SMW. The current study qualitatively explored barriers and facilitators for cisgender SMW seeking health care. Twenty cisgender SMW aged 18-40 recruited using Meta advertisements and past participant lists completed 45 min semi-structured interviews and a brief survey. Thematic analysis conducted by two coders …
“I Learned To Bottle Up My Feelings From A Young Age”: A Narrative Analysis Of Latina Young People’S Family Mental Health Socialization, Jenn M. Lilly
“I Learned To Bottle Up My Feelings From A Young Age”: A Narrative Analysis Of Latina Young People’S Family Mental Health Socialization, Jenn M. Lilly
Social Service Faculty Publications
Latina young people report high levels of mental health problems and low levels of helpseeking
compared with their white peers, but little research has examined factors influencing
their mental health views. Inductive analysis of 25 participants’ narratives revealed that Latina
young people described three stages in the development of their mental health-related beliefs,
attitudes, and behaviors: undergoing a process of family mental health socialization, suffering
in silence, and attaining a new perspective. Within each of these phases, participants shared
stories that attest to their agency and resilience. This research uncovers a novel theoretical
construct, “family mental health socialization,” which elucidates …
Mindfulness & Mental Health: Balanced Time Perspective As A Mediator, Eddie Trueblood
Mindfulness & Mental Health: Balanced Time Perspective As A Mediator, Eddie Trueblood
Masters Theses
Mindfulness is a practice of intentionally paying attention to the present moment in a nonjudgmental way. Being more mindful can decrease symptoms of anxiety, depression, and stress, among other mental and physical health improvements. (Donald et al., 2016; Hofmann et al., 2010; Kabat-Zinn et al.,1992). This study examined if balanced time perspective (BTP) is one of the mechanisms of action of mindfulness in its relationship with depression, anxiety, and stress. BTP refers to a person’s ability to flexibly adapt their time perspective (attention to the past, present, or future, and positive or negative attitudes toward each) to suit the current …
Family Stress Processes Underlying Covid-19-Related Economic Insecurity For Mothers And Fathers And Children's Internalizing Behavior Problems, Joyce Y. Lee, Shawna J. Lee, Sehun Oh, Amy Xu, Angelise Radney, Christina M. Rodriguez
Family Stress Processes Underlying Covid-19-Related Economic Insecurity For Mothers And Fathers And Children's Internalizing Behavior Problems, Joyce Y. Lee, Shawna J. Lee, Sehun Oh, Amy Xu, Angelise Radney, Christina M. Rodriguez
Psychology Faculty Publications
COVID‐19 and its economic fallout have resulted in unprecedented financial insecurity and material hardship for many American families, with a disproportionately negative impact on children and families from socioeconomically disadvantaged contexts. The current study applied the family stress model to examine the family processes underlying pandemic‐related economic insecurity and children's internalizing behaviours. Online survey data from an economically diverse sample of mothers and fathers, who experienced at least one type of pandemic‐related economic insecurity in the United States (N = 259), were collected across two longitudinal time points in the early weeks of COVID‐19: (1) 14 April and (2) 30 …
Nh State Parks Outdoor Recreation And Wellbeing, Muriel C. Bennett
Nh State Parks Outdoor Recreation And Wellbeing, Muriel C. Bennett
Honors Theses and Capstones
This evaluation strives to analyze NH residents’ usage of outdoor spaces (adults 18+) and NH State Park lands. The general purpose of this evaluation is to gain evidence and develop an understanding of participant use of outdoor spaces and whether participant’s mental well-being is a driving factor in outdoor recreation. As children and adults are spending increasingly more time indoors and on phones and computers, it is necessary for further research and advocacy efforts to be developed on the importance of time outdoors. It has be found that “urban lifestyles impose increasing demands on our cognitive resources” (Ohily, 2010) which …
The Chemical Straightjacket: Institutional Over-Use Of Psychotropic Drugs On Children In Lieu Of Therapeutic Community Mental Health Services, Marisa Leib-Neri
The Chemical Straightjacket: Institutional Over-Use Of Psychotropic Drugs On Children In Lieu Of Therapeutic Community Mental Health Services, Marisa Leib-Neri
Indiana Journal of Law and Social Equality
This Article argues that the abysmal state of children’s mental health in America is in part due to an overreliance on and over prescription of psychotropic drugs inside psychiatric residential institutions in lieu of community based mental health services. This overreliance on residential institutions and psychotropic drugs has allowed a new form of chemical restraint to flourish—the chemical straitjacket. This Article uses the medication lists of twelve children in seven different North Carolina psychiatric residential treatment facilities to demonstrate how the chemical straitjacket operates: the prescription of drugs not approved for pediatric populations, counter to evidence-based practices for particular diagnoses, …
Ministry Organization Response To The Mental Health Crisis, Bryn L. Wood
Ministry Organization Response To The Mental Health Crisis, Bryn L. Wood
Senior Honors Theses
The mental health crisis has been negatively affecting individuals across the globe for about half a century, only growing in its impact each year. However, following the Covid-19 pandemic, mental health crises skyrocketed. This is especially true for youth and young adults as physical isolation has altered many facets of their lives. This thesis will explore the mental health crisis, as well as the way it has impacted youth and young adult organizations. Specifically, it will discuss research on recommended ways for these organizations to respond to the mental health crisis through unique programming and how these practices have been …
Postpartum Depression In Adolescent Mothers: Evaluating The Effectiveness Of Screening Tools, Social And Cultural Interventions, Ysabella M. Co
Postpartum Depression In Adolescent Mothers: Evaluating The Effectiveness Of Screening Tools, Social And Cultural Interventions, Ysabella M. Co
Nursing | Senior Theses
Background: Pregnancies among adolescents is often an outcome of improper sex education and understanding. It is vital to provide mothers with the proper medical care and resources throughout their pregnancy and postpartum period to prevent any risks or harm from occurring. With the complexities and stressors of pregnancy at such a young age, it is important for healthcare to provide resources regarding postnatal depression diagnoses and interventions, especially to a population that is at risk for mental health issues. Objective: To provide adolescent mothers thorough medical care and lessen the risk of experiencing postpartum depression. By providing frequent …
The Impact Of Structured Weekend Group Therapy On Restraints, Seclusion And Length Of Stay On Inpatient Psychiatric Units, Victoria Grau
The Impact Of Structured Weekend Group Therapy On Restraints, Seclusion And Length Of Stay On Inpatient Psychiatric Units, Victoria Grau
West Chester University Doctoral Projects
Group therapy is an essential part of inpatient psychiatric treatment, with documented positive effects including better medication compliance, lower readmission rate, and improved self- esteem. Patients who are admitted for an inpatient psychiatric stay have a small window of time in which behavioral health staff can work with them. Group therapy can help patients develop a plan for these issues and provide a foundation for successful discharge and symptom management. The project site is a mid-size teaching hospital in an urban community with higher rates of mental health diagnoses than the national average. Group therapy was conducted initially Monday – …
Examining The Relationship Between Bicultural Stress And Mental Well-Being Among Second-Generation Filipino Americans Living In The United States, Krista Parker
Antioch University Dissertations & Theses
Research investigating the bicultural and mental health experiences of Filipino Americans, the third largest Asian American group in the United States, are consistently overlooked, with second-generation Filipino Americans (SGFAs) facing greater risk of adverse mental health outcomes. This quantitative study addresses a critical gap in research by examining the relationship between bicultural stress and mental well-being among SGFAs living in the United States. Using a cross-sectional survey design, a multivariate regression analysis examined the relationship between bicultural stress and four mental health constructs (as measured by depression, anxiety, stress, and self-esteem) among 302 SGFA participants. Results from this study strongly …
Supports For Mental Well-Being Valued By Healthcare Workers: Qualitative Analysis Of Data From A Canadian Cohort Of Healthcare Workers During The Covid-19 Pandemic, Shannon Marie Ruzycki, Anil Adisesh, Quentin Durand-Moreau, France Labrèche, Tanis Zadunayski, Erica Stroud, Nicola Cherry
Supports For Mental Well-Being Valued By Healthcare Workers: Qualitative Analysis Of Data From A Canadian Cohort Of Healthcare Workers During The Covid-19 Pandemic, Shannon Marie Ruzycki, Anil Adisesh, Quentin Durand-Moreau, France Labrèche, Tanis Zadunayski, Erica Stroud, Nicola Cherry
Études primaires
A prospective cohort of 4964 HCWs from four Canadian provinces was established early in the COVID-19 pandemic. Participants were invited to comment about workplace mental health supports at three time points. We performed a thematic content analysis of responses from 1738 participants using the Social Support Behaviour Code framework to categorize barriers to support as informational, tangible, emotional, social, or expressing esteem. Themes were synthesized into suggestions for healthcare organizations to prepare for future crises. Formal and informal peer support, workplace mental health supports, and one-on-one counseling were most often mentioned as valued. Analysis suggested that workplace social networks as …
Changing Climate, Changing Health: Perspectives From General Population In Mysuru, Lekhashree A, Manirsha P V, Paranthaman Chinnasamy, Srishti Arya, Sunil Kumar D
Changing Climate, Changing Health: Perspectives From General Population In Mysuru, Lekhashree A, Manirsha P V, Paranthaman Chinnasamy, Srishti Arya, Sunil Kumar D
Digital Journal of Clinical Medicine
Background: Climate change has emerged as a major public health concern, contributing to rising morbidity and mortality worldwide. In India, increasing heat waves, unpredictable rainfall, and deteriorating air quality have intensified climate-sensitive health conditions. This study aims to assess the health impacts of climate change among the general population of Mysuru.
Methodology: A community-based cross-sectional study was conducted among 400 residents of Mysuru (April–June 2024). Participants were recruited through simple random sampling. Data were collected using a pre-tested semi-structured questionnaire via Google Forms. Analysis was performed using SPSS v26, with descriptive and inferential statistics.
Results: Among 400 participants, …
Mental Health In The Post-Deployment Transition Assistance Program: A Qualitative Study Of National Guard Members' Experiences, Alayna L. Collins
Mental Health In The Post-Deployment Transition Assistance Program: A Qualitative Study Of National Guard Members' Experiences, Alayna L. Collins
Antioch University Dissertations & Theses
Objective: National Guard post-deployment and reintegration processes leave servicemembers with a unique urgency to return to their families, homes, and civilian lives due to the timing and location of the post-deployment Transition Assistance Program (TAP); consequently, National Guard members have reported “checking the boxes” on mental health screeners to prioritize a quick and smooth transition (Salahi, 2023). Although researchers have called for data on the experiences of National Guard members undergoing post-deployment TAP since 2005 (Bascetta), no research to date has answered this call. Method: Eight National Guard members who had been deployed and had undergone post-deployment were individually interviewed …
Social Determinants Of Mental Health Outcomes, Ariana Fein
Social Determinants Of Mental Health Outcomes, Ariana Fein
Honors Theses
Mental health disorders, particularly anxiety and depression, are a growing global concern with profound consequences on individuals' well-being and societal functioning. The burden of these disorders is not only psychological but also economic, affecting quality of life. Mental health outcomes are heavily influenced by a range of social determinants, such as financial status, education, and access to healthcare. While extensive research has focused on WEIRD (Western, Educated, Industrialized, Rich, Democratic) countries, there remains a significant gap in understanding how these determinants affect mental health in low-resource settings or non-WEIRD countries. This study aimed to address this gap by exploring the …
Exploring Psychological Implications Of The Contemporary Lung Transplant, Isaac C. Machar
Exploring Psychological Implications Of The Contemporary Lung Transplant, Isaac C. Machar
Williams Honors College, Honors Research Projects
Since its inception in 1963 at the University of Mississippi Medical Center, more than 50,000 lung transplant procedures have been performed. During its 50-year anniversary, 2023 saw just over 3,000 lung transplants performed in the United Sates. However, as this procedure continues to increase in execution each year, it is critical that the psychological implications of this procedure are explored. In this paper, I hope to develop an understanding of the psychological background of contemporary lung transplantation. Reviewing the lung and double lung transplant, the goal is to apply biopsychology principles to the field. Background information about transplant science is …
Assessing The Relationship Between Perceived Psychological And Physical Pain In Adults With Orthopedic Pain, Daniel C. Karimi Dehkordi
Assessing The Relationship Between Perceived Psychological And Physical Pain In Adults With Orthopedic Pain, Daniel C. Karimi Dehkordi
Honors Undergraduate Theses
Suicide remains a public health concern in the U.S., particularly among individuals experiencing chronic pain and psychological distress. This cross-sectional study investigated the relationship between perceived physical and psychological pain in 41 adults with chronic orthopedic conditions. The relationship between other risk and protective factors and perceived levels of pain distress was also examined. Results showed a significant positive correlation between psychological distress and physical pain (r(39) = 0.388, p < .05) and psychological distress and depressive/anxiety symptoms (r (39) = 0.477, p < .01). Psychological distress was moderately associated with feelings of hopelessness (r (39) = 0.403, p < .01), however, the relationship between physical pain and hopelessness was weak and nonsignificant (r (39) = -0.06, p = .71). Contrary to expectations, emotional support did not buffer the effects of psychological distress (r (39) = 0.07, p = 0.66). Mediational analysis confirmed that emotional support did not influence the relationship between physical pain and psychological distress (Beta (β) = -0.969, p = 0.572; Sobel Z = 0.5598, p = 0.575). Age was not correlated with psychological distress (r (39) = -0.24, p = 0.13) or mental health symptoms (r (39) = -0.05, p = .77). While there was no significant difference across sex, males reported higher mental health symptomatology and psychological distress scores than female counterparts. These findings underscore the direct impact of physical pain on psychological distress and challenge assumptions about the protective role of social support. The study highlights the need for integrated, multidisciplinary interventions targeting both physical and psychological pain to mitigate suicide risk among individuals with chronic orthopedic conditions. Future research should iii explore alternative support mechanisms and resilience-building strategies to address the complex interplay of pain, distress, and suicidality.
Examining The Association Between Perceived Stigma And Mental Health Help-Seeking Behavior Among Racial/Ethnic Minority Students In Health Professions Education, Camila A. Agurto
Examining The Association Between Perceived Stigma And Mental Health Help-Seeking Behavior Among Racial/Ethnic Minority Students In Health Professions Education, Camila A. Agurto
Honors Undergraduate Theses
Racial and ethnic minority (REM) students in health professions programs in the U.S. have considerable mental health issues. Still, they are less likely to access mental health services when compared to their White peers. The stigma they face, such as —public stigma, self-stigma, or intersectional stigma, may serve as a barrier to help-seeking. Although there is increasing recognition of the barriers to mental health care experienced by these students, there is no systematic understanding of how perceived stigma associated with mental health issues affects mental health help-seeking by REM students enrolled in health professions education. This systematic literature review aims …
An Investigation Into The Prevalence And Perceptions Of Mental Health Disorders In Appalachian West Virginia, Tyann Dotson, Jerry P. Derringer, Lauren Hudson Rose, Nathan L. Vanderford, Amanda Hinkle, Lindsay E. Cormier
An Investigation Into The Prevalence And Perceptions Of Mental Health Disorders In Appalachian West Virginia, Tyann Dotson, Jerry P. Derringer, Lauren Hudson Rose, Nathan L. Vanderford, Amanda Hinkle, Lindsay E. Cormier
Markey Cancer Center Faculty Publications
Introduction Appalachian West Virginia’s population is disproportionately afflicted by mental illness, with Logan County having the highest depression rates in the United States. To further understand the mental health situation in Appalachian West Virginia, this research study aims to evaluate the prevalence and perceptions of mental health disorders among patients of Coalfield Health Center. Methods An online survey was administered to patients at Coalfield Health Center containing 25 questions categorized into three parts: demographic, beliefs/perceptions about behavioral health, and behavioral healthcare access. Findings The data demonstrated that 37% of participants had received a mental illness diagnosis and 82% knew someone …
Simulating A Multi-Tier Intervention For Refugee Mental Health Using Agent-Based Modeling, Bishan Huang
Simulating A Multi-Tier Intervention For Refugee Mental Health Using Agent-Based Modeling, Bishan Huang
Electronic Theses & Dissertations (2024 - present)
Increasing numbers of people are fleeing political violence and becoming refugees who resettle all around the world.Compared to the general population in the countries where they resettle, refugees disproportionately suffer from depression and higher trauma-related mental health symptoms including post-traumatic stress disorder (PTSD) due to the experiences that led to their refugee status, as well as post-migration stressors, disadvantages in multiple social determinants of health, and lack of social support. New York City has received refugees from over 50 countries and may require policy and infrastructure changes to meet refugee mental health needs, especially in face of the recent surge …
Mental Health Trends Among African American High School Students, Alexis Heard
Mental Health Trends Among African American High School Students, Alexis Heard
Theses and Dissertations
Adolescent mental health is a major public health issue in the U.S., with African American high school students facing a rapidly worsening crisis. While all youth show increasing rates of depression, anxiety, and suicidality, African American adolescents are at greater risk due to systemic racism, socioeconomic inequality, community violence, and limited access to culturally responsive care. Few national studies have examined mental health trends among this group. This study (1) examines 2011–2021 trends in persistent sadness/hopelessness, suicidal ideation, suicide planning, and suicide attempts among African American high school students; (2) explores gender differences; and (3) compares these patterns to national …
Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura
Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura
Department of Obstetrics & Gynecology Faculty Publications
This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …