Other Mental and Social Health Commons^™

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) …

Gratitude As An Antidote To Anxiety And Depression: All The Benefits, None Of The Side Effects, Mary Kate Schutt

Population Health Research Brief Series

Despite efforts among health care professionals, schools, and workplaces to address mental health issues, anxiety and depression remain pervasive public health concerns. This issue brief discusses how emerging research suggests practicing Gratitude may be an alternative antidote to battling anxiety and depression.

Absolutist Thinking And Depression, Katherine Cohen

Senior Theses

A key characteristic of depression is the presence of cognitive biases (American Psychiatric Association, 2013). This study added to the growing literature examining absolutist thinking as a potential cognitive bias associated with depression. We used data from a survey conducted at the University of South Carolina Columbia campus which included 116 students to compare the use of absolutist words in participants’ writing with their depressive symptomatology. We further compared the difference in the use of absolutist words in participants’ responses about success versus their responses about failure. Results revealed that there was not a significant relationship between BDI scores ( …

Healthy Habits To Reduce Sleep Deprivation In College Students, Jenna L. Bair

Intuition: The BYU Undergraduate Journal of Psychology

Abstract

Sleep can affect many regular functions in the body. Consequently, the physiological and psychological effects of sleep deprivation have many ramifications, including long-term health issues, depression, and eating disorders (Alhola & Polo-Kantola, 2007; Beiter et al., 2015; Jarcho, Slavich, Tylova-Stein, Wolkowitz, & Burke, 2013; Ozsoy, Besirli, Unal, Abdulrezzak, & Orhan, 2015). Despite the importance of sleep for regulative processes, studies indicate that the general population does not receive adequate sleep quality or length (Watson et al., 2017). College students represent a large demographic and often do not obtain enough sleep (Gaultney, 2010). Thus, it is proposed that collegiate institutions …

Social Work Trauma Interventions: Dialectical Behavioral Therapy, Kassie Baumann

Senior Honors Theses

According to Lynne Weilart (2013), in her article on the reasons why people seek out therapy, trauma is the number one reason people attend counseling. Many different trauma-informed approaches are designed specifically to address the consequences of trauma and to facilitate healing. Some of these approaches are as follows: Cognitive Behavioral Therapy (CBT); Dialectical Behavioral Therapy (DBT);Mentalization Based Therapy (MBT); Trauma Systems Therapy (TST); Trauma Assessment Pathway (TAP); and Attachment, Self-Regulation, and Competency (ARC) (de Arellano, Danielson, Ko, & Sprauge, 2008). The effectiveness of each trauma intervention will be examined. DBT is one of these trauma interventions that is growing …

Disordered: Conversations About Mental Health And Society, Rachel Brown

Theses and Dissertations

Disordered is a collaborative, participatory street art project designed to destigmatize mental health challenges like depression and anxiety, and reframe health as a societal issue. Through social practice and guerrilla strategies, Disordered intervenes in public spaces, creating conversations, stickers and metal signs to inspire personal, social and political transformations.

Bites: Psychoeducational Handouts On Nutrition For Students In A Depression Group, Caitlin P. Powell

Educational Specialist, 2009-2019

The following paper describes psycho-educational techniques that focus on nutrition as a complementary self-care intervention integrated to a group for students struggling with depressed mood. Included is a review of nutrition literature as a complement to counseling in general and six nutrition “bites” with handouts that accompanied six out of eight group sessions. The impressions of group leaders and responses of group members conclude the research and provide evaluations that support such inclusion as well as recommendations for enhancement of this material.

Depression, Loneliness, And Pet Attachment In Homebound Older Adult Cat And Dog Owners, Sandy M. Branson, Lisa Boss, Stanley Cron, Dennis C. Turner

Journal of Mind and Medical Sciences

Background: Companion animals may reduce depression and loneliness in socially isolated homebound older adults. However, whether owning a cat or dog is more beneficial in this population remains unknown.

Materials and Methods: Pet attachment and the levels of depressive symptoms and loneliness were examined in 39 homebound older adults who exclusively owned a cat(s) or a dog(s). Cat owners (n = 12) and dog owners (n=27) were assessed for depressive symptoms (Geriatric Depression Scale-Short Form), loneliness (R-UCLA Loneliness Scale), and attachment to pets (Likert scale).

Results: Cat owners reported significantly lower levels of depressive symptoms than dog …

The Relationship Between Religiosity And Depression Among Sampled Kenyans In The Twin Cities Metro Area, Dorcas Waite

All Graduate Theses, Dissertations, and Other Capstone Projects

The purpose of this study was to assess whether there is a relationship between the self-reported level of religiosity and the self-reported level of depression among sampled Kenyans in the Twin Cities Metro Area, in Minnesota. The sample consisted of 63 individuals who were members or visitors at Destiny Faith Ministries and United Seventh-Day Adventist Church.

Results showed that 98.4% (n=60) of participants identified themselves with a specific religion, 90.4% (n=57) scored 40 and above on the religiosity scale, which indicated strong religiosity. Majority of participants (66.8%, n=42) indicated that they had been bothered for several days by at least …

Depression And Body Mass Index, Differences By Education: Evidence From A Population-Based Study Of Adult Women In The U.S. Buffalo-Niagara Region, Ashley Wendell Kranjac, Jing Nie, Maurizio Trevisan, Jo L. Freudenheim

Sociology Faculty Articles and Research

The relationship between obesity and depression is well described. However, the evidence linking depression and body mass index (BMI) across the broad range of body size is less consistent. We examined the association between depressive symptoms and BMI in a sample of adult women in the Buffalo-Niagara region between 1997 and 2001. Using logistic regression, we investigated whether increased weight status beyond normal-weight was associated with a higher prevalence of depressive symptoms, and if educational attainment modified the association between obesity and depression. There was a trend for increased weight status to be associated with higher depressive symptoms (obese II/III, …

Impact Of Stigma On Attitudes Towards Seeking Professional Psychological Help For Depression, Anna Marie Dierks

All Graduate Theses, Dissertations, and Other Capstone Projects

Depression is the most common mental illness, affecting almost seven percent of Americans each year. Although mental illness treatment through professional psychological services has been proven to be effective, underutilization of these services is high. Underutilization of seeking help could lead to serious consequences, such as suicide. Suicide is the second leading cause of death among adolescents and young adults aged 15-34 years old and in 2013 the highest rates of suicide were among adults aged 45-64 years old. Stigma has been viewed as a barrier to seeking professional psychological help.

Two age groups were chosen for this research due …

Burden, Depressive Symptoms, And Perceived Health In Male Caregivers Of Persons With End Stage Renal Disease, Loretta Alexia Williams

Theses and Dissertations (ETD)

Introduction: Men are increasingly assuming the role of caregiver to individuals with chronic illnesses. The debilitating effects of ESRD cause many of those diagnosed with the disease to require assistance from family caregivers. Caregiver literature well reports that caregivers experience mental and physical health effects related to this role. However, research involving the experiences of male caregivers of individuals with ESRD is understudied. These studies use the background and contextual as well as primary and secondary domains of the Stress Process Model to determine the levels of and explore the experiences associated with caregiver burden, depressive symptoms, and perceived health …

Drink Like A Lawyer: The Neuroscience Of Substance Use And Its Impact On Cognitive Wellness, Debra S. Austin

Sturm College of Law: Faculty Scholarship

Lawyers suffer from higher levels of anxiety and depression than the rest of the population, but most do not enter law school with these mental health issues. Disciplinary actions against attorneys involve substance abuse 50 to 75 percent of the time. However, neuroscience research has shown that both the brain and the genes enjoy the power of plasticity, which means that personal choices and environments shape the development of lawyers throughout their lives. Legal educators need a better understanding of what aspects or characteristics of legal education contribute to the decline in mental health of law students, lawyers, and judges, …

Improving Depression Care For Older Home Health Patients, Sarah R. Schirmer

DNP Projects

Rates of depression in older home healthcare (HH) patients are highly prevalent. Although depression in this population is associated with increased rates of re-hospitalization, falls, and suicides, it is frequently under diagnosed and under treated. This Capstone Report examined this problem through three interrelated manuscripts. The first manuscript explored the problem through a review of the literature. This review determined that while there are many barriers to adequate depression care, programs that train clinicians to screen for depression and connect patients to depression care encourage adequate evaluation and treatment and can result in clinically significant changes in depression scores. This …

The Effects Of Mindfulness Meditation On Rumination In Depressed People, Rachel A. Sluder

Honors Theses and Capstones

Mindfulness meditation is a practice of focus, awareness, and non-judgmental acceptance of one's thoughts (Deyo et al., 2009; Kenny et al., 2007). Rumination is a maladaptive pattern of thought that is common in people with depression and other mood disorders. It can lead to further episodes of depression, and can be very destructive in that way (Nolen-Hoeksema, 2008). This paper reviews several studies on mindfulness meditation, depression, and rumination, with a focus on certain areas and phenomena such as alpha asymmetry (Keune et al 2013) and gamma band activity (Berkovich-Ohana et al., 2012). Modalities such as fMRI and EEG are …

Prenatal Maternal Stress Programs Infant Stress Regulation, Elyssia Poggi Davis, Laura M. Glynn, Feizal Waffarn, Curt A. Sandman

Psychology Faculty Articles and Research

Objective: Prenatal exposure to inappropriate levels of glucocorticoids (GCs) and maternal stress are putative mechanisms for the fetal programming of later health outcomes. The current investigation examined the influence of prenatal maternal cortisol and maternal psychosocial stress on infant physiological and behavioral responses to stress.

Methods: The study sample comprised 116 women and their full term infants. Maternal plasma cortisol and report of stress, anxiety and depression were assessed at 15, 19, 25, 31 and 36 + weeks' gestational age. Infant cortisol and behavioral responses to the painful stress of a heel-stick blood draw were evaluated at 24 hours after …

Posttraumatic Stress Disorder In Sexually Abused Children And Implications For Therapy, Robbie Jones

Graduate Theses

This study examined the symptoms of posttraumatic stress disorder (PTSD) in sexually abused children. Sixty-seven children volunteered to participate in this study. Of the 67 children, 33 (26 female and 7 male) were sexually abused and 34 (22 female and 12 male) were non-sexually abused. Several instruments were employed to assess the severity of the symptoms of PTSD including the Children's PTSD Inventory, the Child Behavior Checklist, and the Children's Depression Inventory, as well as others. The results of this study showed that sexually abused children have more symptoms of PTSD than non-sexually abused children. Early diagnosis and treatment of …

Report Of The Commissioner's Task Force On Self-Destructive Behaviors And Teen Suicide, Department Of Mental Health And Mental Retardation

Maine Collection

Report of the Commissioner's Task Force on Self-Destructive Behaviors and Teen Suicide.

Susan B. Parker, Commissioner - Department of Mental Health and Mental Retardation, Augusta, Maine (December 1987).

Contents: Foreward / Task Force Members / Introduction / Characteristics of Self-Destructive Teens / Factors Contributing to Self-Destructive Behaviors / Findings and Recommendations / References