Medicine and Health Sciences Commons^™

An Exploratory Study Of How Millennials Approach And Communicate Mental Health In The Workplace, Johanna I. Seitenbach

Student Theses and Dissertations

Depression is the leading cause of disability worldwide, affecting more than 300 million people. As more millennials take on leadership positions, it is important to understand how companies are currently addressing mental health in the workplace and compare this to how millennials approach the subject. The quantitative analysis completed through this study helped to determine what a mentally healthy workplace looks and feels like for millennials. Companies are increasingly investing in mental health initiatives for several reasons: to increase brand recognition, to improve company culture, to mitigate potential lawsuits, and to increase employee engagement and retention. This survey assessed how …

Acute Diagnosis Of Wilson’S Disease In A Teenage Patient, Sarah Irvin, Ryan Mccarthy

Marshall Journal of Medicine

Wilson’s Disease, a rare autosomal recessive genetic disease, is caused by a mutation in the ATP7B enzyme gene. Without this enzyme, copper builds up in the brain, liver, and cornea causing a multitude of symptoms. It is important to consider Wilson’s disease because the prognosis is dependent on timely diagnosis. This is an interesting case of a 19-year-old male who presented with suicidal thoughts and rapid weight loss. After many months and an extensive work-up, Wilson’s Disease was diagnosed. Due to his rapid decline, he was transferred to a larger university healthcare center where he is currently enrolled in clinical …

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 ( …