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Full-Text Articles in Medicine and Health Sciences

Traumatic Brain Injury Severity In Older Adults: Impact On Anxiety And Depression Symptoms And Community Engagement, Ashley Tomford Dec 2023

Traumatic Brain Injury Severity In Older Adults: Impact On Anxiety And Depression Symptoms And Community Engagement, Ashley Tomford

Theses and Graduate Projects

Background: Traumatic Brain Injury (TBI) is one of the leading causes of physical and cognitive disability worldwide. TBI can negatively impact cognitive, physical, social, and psychological functioning.

Objective: This study investigated interactions between TBI severity, mental health symptom severity, and community engagement among older adults. Specific aims included investigating 1) the relationship between TBI severity at the time of injury and psychiatric symptom severity at one-year post-TBI; 2) the relationship between TBI severity and community engagement at one-year post-TBI; and 3) whether mental health symptom severity moderated the relationship between TBI and post-injury community engagement.

Methods: Archival data was analyzed …


Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Schonfeld Nov 2023

Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Schonfeld

Publications and Research

Burnout has elicited growing interest among occupational health specialists in recent decades. Since 2019, the World Health Organization has characterized burnout as a syndrome resulting from chronic, unmanageable workplace stress. Accordingly, three symptoms define the entity: (i) feelings of energy depletion or exhaustion; (ii) increased mental distance from one’s job or feelings of negativism or cynicism towards one’s job; and (iii) a sense of ineffectiveness and lack of accomplishment. We call into question the definition of burnout embodied in the Maslach Burnout Inventory and incorporated into the ICD-11. We draw stakeholders’ attention to the fact that burnout’s symptoms and etiology …


Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Sam Schonfeld Nov 2023

Examining The Evidence Base For Burnout, Renzo Bianchi, Irvin Sam Schonfeld

Publications and Research

Burnout has elicited growing interest among occupational health specialists in recent decades. Since 2019, the World Health Organization has characterized burnout as a syndrome resulting from chronic, unmanageable workplace stress. According to the ICD-11, three symptoms define the entity: feelings of exhaustion, increased mental distance from one’s job, and a sense of ineffectiveness at work, all of which correspond to the structure of the Maslach Burnout Inventory. The ICD-11 includes burnout among the factors that influence health status. This paper calls into question that conceptualization based on a number of lines of evidence. The evidence includes the following: burnout was …


Identifying Associations Between The Family Environment And Anxiety And Depression Among Children Ages 0-17 In The United States, Reagan A. Richardson, Nicole M. Holt Aug 2023

Identifying Associations Between The Family Environment And Anxiety And Depression Among Children Ages 0-17 In The United States, Reagan A. Richardson, Nicole M. Holt

OUR Journal: ODU Undergraduate Research Journal

This study analyzes whether physical, emotional & neurological, family environment, or community-related factors display the strongest association with anxiety and depression among children ages 0-17 in the United States.

Using IBM SPSS v. 27, we conducted a univariate and multivariate logistic regression analysis on data from the 2017 National Survey of Children’s Health (NSCH) with a sample size of 21,599. Our independent variables included 30 questions from the NSCH which were compared to a mental health index score.

Our study shows that about 10.6% of children suffer from either anxiety, depression, or both, and the univariate model found that 19 …


Diabetes Related Distress And Co-Occurrence With Depressive Symptoms In Urban Low-Income African American And Hispanic/Latinx Adults With Type 2 Diabetes, Laurie Ruggiero, Sarah Williams Leng, Mary De Groot, Ben S. Gerber, Rosalba Hernandez, Lauretta Quinn Jul 2023

Diabetes Related Distress And Co-Occurrence With Depressive Symptoms In Urban Low-Income African American And Hispanic/Latinx Adults With Type 2 Diabetes, Laurie Ruggiero, Sarah Williams Leng, Mary De Groot, Ben S. Gerber, Rosalba Hernandez, Lauretta Quinn

Journal of Health Disparities Research and Practice

Introduction. Burden of diabetes in the U.S. is greater in racial-ethnic minority populations than non-Hispanic Whites. Depression and diabetes-related distress (DRD) are recognized as relatively common and important psychosocial areas to address in people living with diabetes. Limited research in the U.S. has focused on DRD in racial-ethnic minority populations. The purpose of this study is to describe patterns of DRD and co-occurrence with depressive symptoms in urban low-income African American and Hispanic/Latinx adults with type 2 Diabetes Mellitus (T2DM).

Method. We examined the baseline data collected for a randomized clinical trial (RCT) studying the impact of a culturally tailored …


Experiences Of Covid-19-Related Racism And Impact On Depression Trajectories Among Racially/Ethnically Minoritized Adolescents, Sabrina R. Liu, Elysia Poggi Davis, Anton M. Palma, Hal S. Stern, Curt A. Sandman, Laura M. Glynn Feb 2023

Experiences Of Covid-19-Related Racism And Impact On Depression Trajectories Among Racially/Ethnically Minoritized Adolescents, Sabrina R. Liu, Elysia Poggi Davis, Anton M. Palma, Hal S. Stern, Curt A. Sandman, Laura M. Glynn

Psychology Faculty Articles and Research

Purpose

In 2020, racially/ethnically minoritized (REMD) youth faced the “dual pandemics” of COVID-19 and racism, both significant stressors with potential for adverse mental health effects. The current study tested whether short- and long-term trajectories of depressive symptoms from before to during the COVID-19 pandemic differed between REMD adolescents who did and did not endorse exposure to COVID-19-era-related racism (i.e., racism stemming from conditions created or exacerbated by the COVID-19 pandemic).

Methods

A community sample of 100 REMD adolescents enrolled in an ongoing longitudinal study of mental health was assessed before and during the COVID-19 pandemic. Participants were 51% girls, mean …


Moving Forward: Studying The Impact Of Future Self-Continuity And Active Commuting On Depression, Anxiety, And Stress, Max William Gehr Jan 2023

Moving Forward: Studying The Impact Of Future Self-Continuity And Active Commuting On Depression, Anxiety, And Stress, Max William Gehr

Senior Projects Fall 2023

The current research delves into the relationship between Future Self-Continuity (FSC) and mental health, particularly in the context of commuting behaviors. It employs a cross-sectional, observational design and relies on self-reported data. While this approach provides helpful perspicuity into the nature of the observed phenomena, it also expresses methodological limitations in terms of causal inference and variable control and manipulation. The study utilizes established psychometric tools as a basis for modified measures for the sake of brevity and digestibility by recruited online participants: the Truncated Future Self-Continuity Questionnaire (FSCQ-T) and the Depression Anxiety and Stress Scale-10 (DASS-10), to measure the …


The Relationship Between Body Mass Index And Depression In College Students, Bryn Kable Jan 2023

The Relationship Between Body Mass Index And Depression In College Students, Bryn Kable

CMC Senior Theses

College student mental health has seen a serious decline over the last decade (Esaki-Smith, 2022). One factor that has been linked to both physical and mental disorders is obesity. A common way to operationalize weight is through body mass index (BMI) (Ilman et al., 2015). There is evidence that BMI and depression are correlated linearly in that individuals with higher BMIs have higher levels of depression (Badillo et al., 2022; Simon et al., 2008). The exact mechanisms of this relationship are still generally unknown; thus, the goal of this study was to investigate the relationship between BMI and depression in …


Exposure To Unpredictability And Mental Health: Validation Of The Brief Version Of The Questionnaire Of Unpredictability In Childhood (Quic-5) In English And Spanish, Natasha G. Lindert, Megan Y. Maxwell, Sabrina R. Liu, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis, Victoria B. Risbrough, Dewleen G. Baker, Caroline M. Nievergelt, Laura M. Glynn Nov 2022

Exposure To Unpredictability And Mental Health: Validation Of The Brief Version Of The Questionnaire Of Unpredictability In Childhood (Quic-5) In English And Spanish, Natasha G. Lindert, Megan Y. Maxwell, Sabrina R. Liu, Hal S. Stern, Tallie Z. Baram, Elysia Poggi Davis, Victoria B. Risbrough, Dewleen G. Baker, Caroline M. Nievergelt, Laura M. Glynn

Psychology Faculty Articles and Research

Unpredictability is increasingly recognized as a primary dimension of early life adversity affecting lifespan mental health trajectories; screening for these experiences is therefore vital. The Questionnaire of Unpredictability in Childhood (QUIC) is a 38-item tool that measures unpredictability in childhood in social, emotional and physical domains. The available evidence indicates that exposure to unpredictable experiences measured with the QUIC predicts internalizing symptoms including depression and anxiety. The purpose of the present study was to validate English and Spanish brief versions (QUIC-5) suitable for administration in time-limited settings (e.g., clinical care settings, large-scale epidemiological studies). Five representative items were identified from …


Is The Phq-9 A Unidimensional Measure Of Depression? A 58,272-Participant Study, Renzo Bianchi, Jay Verkuilen, Sharon Toker, Irvin Sam Schonfeld, Markus Gerber, Elmar Brähler, Kurt Kroenke Jun 2022

Is The Phq-9 A Unidimensional Measure Of Depression? A 58,272-Participant Study, Renzo Bianchi, Jay Verkuilen, Sharon Toker, Irvin Sam Schonfeld, Markus Gerber, Elmar Brähler, Kurt Kroenke

Publications and Research

The PHQ-9 has become a measure of reference in depression research and clinical practice. However, the issue of the PHQ-9’s unidimensionality has not been fully elucidated, and the usability of the PHQ-9’s total score requires clarification. In this study, we examined the dimensionality, scalability, and monotonicity properties of the PHQ-9 as well as the scale’s total-score reliability. We did so based on exploratory structural equation modeling (ESEM) bifactor analysis and Mokken scale analysis (MSA). We relied on a total of 58,272 participants (63% female; Mage = 43, SDage = 13) from 29 samples involving seven different countries (e.g., Germany, the …


Determining The Optimal Exercise Intensity Level For Adjunctive Treatment Of Major Depressive Disorder, C James Block Apr 2022

Determining The Optimal Exercise Intensity Level For Adjunctive Treatment Of Major Depressive Disorder, C James Block

Clinical Research in Practice: The Journal of Team Hippocrates

A clinical decision report using:

Helgadóttir B, Hallgren M, Ekblom Ö, Forsell Y. Training fast or slow? Exercise for depression: A randomized controlled trial. Prev Med. 2016;91:123-131. https://doi.org/10.1016/j.ypmed.2016.08.011

for a patient seeking an exercise regimen to help with depressive symptoms.


Interactions Of International Pilots' Stress, Fatigue, Symptoms Of Depression, Anxiety, Common Mental Disorders And Wellbeing, Marion Venus, Martin Grosse Holtforth Jan 2022

Interactions Of International Pilots' Stress, Fatigue, Symptoms Of Depression, Anxiety, Common Mental Disorders And Wellbeing, Marion Venus, Martin Grosse Holtforth

International Journal of Aviation, Aeronautics, and Aerospace

Objective

This study Investigates more dimensions than previous studies simultaneously: pilots’ duty rosters, stress, sleep difficulties, fatigue levels, wellbeing, symptoms of depression, anxiety, and common mental disorders (CMD), and how they are interrelated.

Background

Several scientific studies have confirmed that fatigue can pose a significant risk to flight safety. Other studies reported positive depression screening results for more pilots, compared with the general population.

Method

A cross-sectional online survey was completed by 406 international pilots, who reported their duty rosters of the last two months. Pilots also self-assessed their stress-levels, sleep problems, fatigue, wellbeing, and mental health.

Results

Although pilots …


Promotion Of Early Recognition Of Depression To Improve Health Related Quality Of Life In Pediatric Oncology Patients, Jennifer Blankenship Jan 2022

Promotion Of Early Recognition Of Depression To Improve Health Related Quality Of Life In Pediatric Oncology Patients, Jennifer Blankenship

DNP Projects

Background: Depression and anxiety are serious complications of cancer and deemed a challenging diagnosis due to the symptoms of depression mimicking common side effects of chemotherapy and radiation. Signs/symptoms frequently are underrecognized thus appropriate treatment is delayed, compromising the health-related quality of life (HRQOL) for pediatric oncology patients.

Purpose: Analyze existing physician and Advanced Practice Provider (APP) clinical practice regarding depression, via a pre- and post-survey and educational PowerPoint on the use of the Center for Epidemiological Studies Depression Scale for Children (CES-DC) to promote early recognition of depression.

Methods: A prospective, single-arm, study was completed in the Kentucky Children’s …


Addressing Post –Covid-19 Pandemic Depression, Aria Elahi Jan 2022

Addressing Post –Covid-19 Pandemic Depression, Aria Elahi

Family Medicine Clerkship Student Projects

This community project explores the impact of the COVID-19 pandemic on mental health, particularly focusing on depression, and introduces an intervention in the form of a pamphlet distributed at Newtown Primary Care. The pamphlet addresses individuals experiencing worsened depression due to the pandemic, regardless of COVID-19 infection status, and includes the PHQ-2 and PHQ-9 screening questionnaires for self-assessment. Insights from interviews with Newtown Primary Care were instrumental in designing the pamphlet.

Results reveal that the pandemic has substantially affected patients' mental health, increasing the need for resources. Patients diagnosed with pre-existing depression experienced worsening symptoms due increased stressors due to …


From Burnout To Occupational Depression: Recent Developments In Research On Job-Related Distress And Occupational Health, Irvin Sam Schonfeld, Renzo Bianchi Dec 2021

From Burnout To Occupational Depression: Recent Developments In Research On Job-Related Distress And Occupational Health, Irvin Sam Schonfeld, Renzo Bianchi

Publications and Research

Job-related distress has been a focal concern in occupational health science. Job-related distress has a well-documented health-damaging and life-threatening character, not to mention its economic cost. In this article, we review recent developments in research on job-related distress and examine ongoing changes in how job-related distress is conceptualized and assessed. By adopting an approach that is theoretically, empirically, and clinically informed, we demonstrate how the construct of burnout and its measures, long favored in research on job-related distress, have proved to be problematic. We underline a new recommendation for addressing job-related distress within the long-established framework of depression research. In …


The Acute And Persisting Impact Of Covid-19 On Trajectories Of Adolescent Depression: Sex Differences And Social Connectedness, Sabrina R. Liu, Elyssia Poggi Davis, Anton M. Palma, Curt A. Sandman, Laura M. Glynn Nov 2021

The Acute And Persisting Impact Of Covid-19 On Trajectories Of Adolescent Depression: Sex Differences And Social Connectedness, Sabrina R. Liu, Elyssia Poggi Davis, Anton M. Palma, Curt A. Sandman, Laura M. Glynn

Psychology Faculty Articles and Research

Background

The COVID-19 era is a time of unprecedented stress, and there is widespread concern regarding its short- and long-term mental health impact. Adolescence is a sensitive period for the emergence of latent psychopathology vulnerabilities, often activated by environmental stressors. The present study examined COVID-19′s impact on adolescent depression and possible influences of different domains of social connectedness (loneliness, social media use, social video game time, degree of social activity participation).

Methods

A community sample of 175 adolescents (51% boys, mean age = 16.01 years) completed questionnaires once before and twice during the COVID-19 pandemic. Piecewise growth modeling examined the …


Vegetarian Diets, Maybe Not As Healthy As You Think, Darryl Goh, Debbie Chan, Merson Hoo, Ian Wong May 2021

Vegetarian Diets, Maybe Not As Healthy As You Think, Darryl Goh, Debbie Chan, Merson Hoo, Ian Wong

Introduction to Research Methods RSCH 202

Many are approaching vegetarianism as a viable diet option in recent years, presuming that adopting a vegetarian diet would provide health benefits. This paper explores the possibilities of physical and mental effects that vegetarianism may have on humans and its extent by the use of regression analysis. To measure the possible impacts vegetarian diets may hold on both the physiology and physical aspects of humans, we have utilized the measures of life expectancy and prevalence of depression respectively. Cross-sectional data were examined from sources such as the World Health Organization, Our World In Data and the World Bank, with figures …


A Predictable Home Environment May Protect Child Mental Health During The Covid-19 Pandemic, Laura M. Glynn, Elyssia Poggi Davis, Joan L. Luby, Tallie Z. Baram, Curt A. Sandman Jan 2021

A Predictable Home Environment May Protect Child Mental Health During The Covid-19 Pandemic, Laura M. Glynn, Elyssia Poggi Davis, Joan L. Luby, Tallie Z. Baram, Curt A. Sandman

Psychology Faculty Articles and Research

Objective

Information about the adverse effects of the COVID-19 pandemic on adolescent and adult mental health is growing, yet the impacts on preschool children are only emerging. Importantly, environmental factors that augment or protect from the multidimensional and stressful influences of the pandemic on emotional development of young children are poorly understood.

Methods

Depressive symptoms in 169 preschool children (mean age 4.1 years) were assessed with the Preschool Feelings Checklist during a state-wide stay-at-home order in Southern California. Mothers (46% Latinx) also reported on externalizing behaviors with the Strengths & Difficulties Questionnaire. To assess the role of environmental factors in …


The Harm In Seeking Care: Assessing The Relationship Between Healthcare Discrimination And Healthcare Avoidance Behaviors In The Past Year And Since The Start Of The Coronavirus Pandemic In A Transgender And Gender Independent Sample, Kyle L. Mason Jan 2021

The Harm In Seeking Care: Assessing The Relationship Between Healthcare Discrimination And Healthcare Avoidance Behaviors In The Past Year And Since The Start Of The Coronavirus Pandemic In A Transgender And Gender Independent Sample, Kyle L. Mason

Theses and Dissertations

Background: Gender minorities encounter a myriad of barriers to accessing general and gender affirming healthcare. Financial disparities impacting affordability of healthcare costs and insurance-based denials for gender-affirming care are among prominent barriers discussed. Considerations of the prevalence of stigma, discrimination, and erasure of gender minority identities must not be neglected when seeking to understand healthcare accessibility and utilization in this population. Previous researchers have examined gender minority patients’ experiences of discrimination in healthcare settings and delaying care due to fear of discrimination. There is a dearth of knowledge about the relationship between lifetime exposure to varied forms of healthcare discrimination …


Is Burnout A Depressive Condition? A 14-Sample Meta-Analytic And Bifactor Analytic Study, Renzo Bianchi, Jay Verkuilen, Irvin S. Schonfeld, Jari J. Hakanen, Markus Jansson-Fröjmark, Guadalupe Manzano-García, Eric Laurent, Laurenz L. Meier Jan 2021

Is Burnout A Depressive Condition? A 14-Sample Meta-Analytic And Bifactor Analytic Study, Renzo Bianchi, Jay Verkuilen, Irvin S. Schonfeld, Jari J. Hakanen, Markus Jansson-Fröjmark, Guadalupe Manzano-García, Eric Laurent, Laurenz L. Meier

Publications and Research

There is no consensus on whether burnout constitutes a depressive condition or an original entity requiring specific medical and legal recognition. In this study, we examined burnout–depression overlap using 14 samples of individuals from various countries and occupational domains (N = 12,417). Meta-analytically pooled disattenuated correlations indicated (a) that exhaustion—burnout’s core—is more closely associated with depressive symptoms than with the other putative dimensions of burnout (detachment and efficacy) and (b) that the exhaustion–depression association is problematically strong from a discriminant validity standpoint (r = .80). The overlap of burnout’s core dimension with depression was further illuminated in 14 exploratory structural …


Adverse Childhood Experiences As Predictors Of Perceived Health: Assessing The Ace Pyramid Model Using Multiple-Mediation, Phillip Hughes, Tabitha L. Ostrout Oct 2020

Adverse Childhood Experiences As Predictors Of Perceived Health: Assessing The Ace Pyramid Model Using Multiple-Mediation, Phillip Hughes, Tabitha L. Ostrout

HCA Healthcare Journal of Medicine

Background: Adverse Childhood Experiences (ACEs) have been shown to contribute to a litany of mental and physical health problems, including several chronic diseases and death, via a model known as the ACE pyramid. Many of the results of ACEs in the ACE pyramid are known contributors to poor perceived health, which has significant health implications. Despite these results, a possible link between ACEs and perceived health has not been examined to date. Based on the temporal order of the ACE pyramid, we believe any relationship between ACEs and perceived health will be mediated by other components of the model.

Methods: …


The Occupational Depression Inventory: A New Tool For Clinicians And Epidemiologists, Renzo Bianchi, Irvin Sam Schonfeld Oct 2020

The Occupational Depression Inventory: A New Tool For Clinicians And Epidemiologists, Renzo Bianchi, Irvin Sam Schonfeld

Publications and Research

Background: Depressive symptoms induced by insurmountable job stress and sick leave for mental health reasons have become a focal concern among occupational health specialists. The present study introduces the Occupational Depression Inventory (ODI), a measure designed to quantify the severity of work-attributed depressive symptoms and establish provisional diagnoses of job-ascribed depression. The ODI comprises nine symptom items and a subsidiary question assessing turnover intention. Methods: A total of 2254 employed individuals were recruited in the U.S., New Zealand, and France. We examined the psychometric and structural properties of the ODI as well as the nomological network of work-attributed depressive symptoms. …


Moving Through Depression: Development Of A Dance/Movement Therapy Method In Psychiatric Inpatient Care, Melissa Olmedo May 2020

Moving Through Depression: Development Of A Dance/Movement Therapy Method In Psychiatric Inpatient Care, Melissa Olmedo

Expressive Therapies Capstone Theses

Short-term psychiatric hospitalization is a challenging health care model due to its short duration of care, treating the highest risk psychiatric population. Priority care within a short-term psychiatric hospitalization involves monitoring a patient’s safety for stabilization by decreasing acute mental health symptoms. Holistic psychotherapy treatment options are needed to meet the severity of patients’ symptoms for effective stabilization within a short-term model of care. This paper investigates the first implementation of a dance/movement therapy (DMT) method within two short-term units in a notable Boston hospital. The DMT group called Mindful Movement was facilitated weekly as single sessions to adults ranging …


Examination Of Sleep Disturbance, Anxiety Sensitivity, And Depression In An Undergraduate Sample, Dasha Grace May 2020

Examination Of Sleep Disturbance, Anxiety Sensitivity, And Depression In An Undergraduate Sample, Dasha Grace

Honors Theses

Sleep contributes to overall well-being, mental health, and daily functioning. Sleep disturbances negatively affect psychological, physiological, and biological processing, and the quality of sleep is similarly affected by these processes. The effects of sleep disturbance call for a greater understanding of depression and anxiety sensitivity among college students. Studies have found that sleep disturbance affects nearly 90% of the college student population. The aims of the current study were to examine: 1) types and rates of sleep disturbance among a sample of college students, 2) associations between sleep disturbance, AS, and depression symptoms, and 3) AS and depression symptoms by …


The Effectiveness Of Implementing A Collaborative Mental Health Approach On Quality Of Life For Individuals Of Low Socioeconomic Status, Tyler Z. Tooley May 2020

The Effectiveness Of Implementing A Collaborative Mental Health Approach On Quality Of Life For Individuals Of Low Socioeconomic Status, Tyler Z. Tooley

MSU Graduate Theses

The ultimate purpose of this study is to provide insight and education to mental health clinicians, politicians and the general public of the numerous effects poverty has on mental health, in addition to the most beneficial ways to combat those insidious effects. The specific barriers met by individuals of low socioeconomic status severely affect psychological and physical health, as well as social and environmental relationships, which therefore diminish overall quality of life. The aim of this study is to examine the effectiveness of implementing a collaborative mental health approach for low income individuals on length of engagement in services and …


A Five-Sample Confirmatory Factor Analytic Study Of Burnout-Depression Overlap, Renzo Bianchi, Irvin Sam Schonfeld, Jay Verkuilen Jan 2020

A Five-Sample Confirmatory Factor Analytic Study Of Burnout-Depression Overlap, Renzo Bianchi, Irvin Sam Schonfeld, Jay Verkuilen

Publications and Research

Objective: It has been asserted that burnout—a condition ascribed to unresolvable job stress—should not be mistaken for a depressive syndrome. In this confirmatory factor analytic study, the validity of this assertion was examined.

Methods: Five samples of employed individuals, recruited in Switzerland and France, were mobilized for this study (N = 3,113). Burnout symptoms were assessed with the Shirom–Melamed Burnout Measure, the Maslach Burnout Inventory (MBI)—General Survey, and the MBI for Educators. Depressive symptoms were measured with the PHQ‐9.

Results: In all five samples, the latent factors pertaining to burnout’s components correlated on average more highly with the latent Depression …


The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan Jan 2020

The Correlation Between Maternal Postpartum Depression And Child Psychopathology, T'Keyah I. Vaughan

Theses and Dissertations

Background: Postpartum depression (PPD) is a phenomenon that affects nearly 10-15% of pregnancies in the US. It is characterized by depressed mood or anhedonia and lasting for more than 2 weeks. PPD changes how moms interact with family members and child-rearing behavior. Depression is a phenomenon that is also known to affect the psychopathology of children. However, the specifics of how postpartum depression impacts children remains controversial. Many studies do not control for major depressive disorder which makes it difficult to disentangle the impact depression has within the first year of life. Furthermore, other PPD risk factors may be confounding …


Effects Of Multivitamin-Mineral Supplementation On Mental Health Among Young Adults, Ya-Hsuan Chang Aug 2019

Effects Of Multivitamin-Mineral Supplementation On Mental Health Among Young Adults, Ya-Hsuan Chang

Graduate Theses and Dissertations

The percentage of young adults who had mental illnesses has increased from 2008 to 2015. However, few existing studies investigating the potential benefits of multivitamin-mineral (MVM) supplementation on mental health focused on young adults (18-24 years of age), whose eating behaviors are often unhealthy. The purpose of this study was to examine the effects of a MVM supplement on mental health in young adults. One hundred and thirty-three college students (Mage=20.59, SD=1.77; 80.15% female) participated in this randomized, double-blind, placebo-controlled trial. Participants consumed either a MVM supplement or a placebo for 30 days. The supplement contained B Vitamins, Vitamin C, …


Identifying Depression In The National Health And Nutrition Examination Survey Data Using A Deep Learning Algorithm, Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong-Ho Chae Jul 2019

Identifying Depression In The National Health And Nutrition Examination Survey Data Using A Deep Learning Algorithm, Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong-Ho Chae

Psychology Faculty Articles and Research

Background

As depression is the leading cause of disability worldwide, large-scale surveys have been conducted to establish the occurrence and risk factors of depression. However, accurately estimating epidemiological factors leading up to depression has remained challenging. Deep-learning algorithms can be applied to assess the factors leading up to prevalence and clinical manifestations of depression.

Methods

Customized deep-neural-network and machine-learning classifiers were assessed using survey data from 19,725 participants from the NHANES database (from 1999 through 2014) and 4949 from the South Korea NHANES (K-NHANES) database in 2014.

Results

A deep-learning algorithm showed area under the receiver operating characteristic curve (AUCs) …


Evaluating The Effectiveness Of Peer Engagement And Knowledge (Peak): A Community-Based Group Intervention For Youth In Hawai‘I, Jennifer T. T. Ho May 2019

Evaluating The Effectiveness Of Peer Engagement And Knowledge (Peak): A Community-Based Group Intervention For Youth In Hawai‘I, Jennifer T. T. Ho

Doctoral Dissertations

This study is a program evaluation with a mixed methods design that evaluated the effectiveness of Peer Engagement and Knowledge (PEAK), a six-week community-based group intervention that incorporates mindfulness-based interventions (MBIs) to address multiple health behaviors for multiracial youth in Hilo, Hawai‘i. A total of 51 youth, ages 12-23 years old, participated in this study which included pre-/posttest analyses of health risk factors such as substance use and depression and health promoting factors such as resilience, self-esteem, and mindfulness. Responses from two subsets of participants, who engaged in a focus group (n = 11) and composed gratitude letters ( …