Psychiatric and Mental Health Commons^™

Quantifying Language Changes Surrounding Mental Health On Twitter, Anne Marie Stupinski

Graduate College Dissertations and Theses

Mental health challenges are thought to afflict around 10% of the global population each year, with many going untreated due to stigma and limited access to services. Here, we explore trends in words and phrases related to mental health through a collection of 1- , 2-, and 3-grams parsed from a data stream of roughly 10% of all English tweets since 2012. We examine temporal dynamics of mental health language, finding that the popularity of the phrase ‘mental health’ increased by nearly two orders of magnitude between 2012 and 2018. We observe that mentions of ‘mental health’ spike annually and …

Narrative Medicine: Perspectives On Opioid Maintenance, Noorin Damji

Family Medicine Clerkship Student Projects

People who experience opioid addiction often feel marginalized by healthcare workers, or stigmatized by the medical system. Additionally, there are not enough medical providers to meet the needs of people who struggle with opioid addiction. These factors create barriers that prevent the medical establishment from effectively meeting the needs of people who experience addiction. This project compiles rich perspectives of patients on opioid maintenance treatment to share with medical students and providers to foster greater empathy for these patients, and positive attitudes toward managing substance use disorder among future medical providers.

Using Word Embeddings To Explore The Language Of Depression On Twitter, Sandhya Gopchandani

Graduate College Dissertations and Theses

How do people discuss mental health on social media? Can we train a computer program to recognize differences between discussions of depression and other topics? Can an algorithm predict that someone is depressed from their tweets alone? In this project, we collect tweets referencing “depression” and “depressed” over a seven year period, and train word embeddings to characterize linguistic structures within the corpus. We find that neural word embeddings capture the contextual differences between “depressed” and “healthy” language. We also looked at how context around words may have changed over time to get deeper understanding of contextual shifts in the …

Walk A Mile In My Shoes: The Social Construction Of Mental Illness Among State Administrators And Consumer-Advocates, Paul Arthur Dragon

Graduate College Dissertations and Theses

From 19th century insane asylums to state sponsored eugenic programs in the 20th century, the state has been an incongruous leader and provider of mental health policy and practice. Current practices that include such treatments as confinement, restraints, forced medication and electro-convulsive therapy continue to raise issues of social justice and humane treatment.

Since the 1970s a diverse group of consumers of mental health services from political and radical emancipatory movements to consumer and family initiatives have emerged to question, inform and influence federal and state policies and services. Today state administrators and consumer-advocates meet in formal settings in which …

Multi-Sensory Stimulation Environments For Use With Dementia Patients: Staff Perspectives On Reduction Of Agitation And Negative Behaviors, Megan Houston

Graduate College Dissertations and Theses

Background: Dementia is a degenerative neurological disorder that afflicts a growing proportion of the global population. Complementary alternative medicine (CAM) modalities are under investigation for their therapeutic value in the management of dementia.

Purpose: Nursing care of dementia sufferers can include managing agitation and negative behaviors; this study investigates staff appraisal of the Multi-Sensory Stimulation Environment (MSSE) as an intervention for these nursing challenges.

Methods: A purposive sample of nursing staff employed in residential care for dementia patients were recruited 10 weeks after the initiation of an open-access MSSE at the facility to complete a confidential self-administered questionnaire.

Results: 79% …

Screaming Behind A Door: The Experiences Of Individuals Incarcerated Without Opioid Maintenance Treatment, Shoshana Aronowitz

Graduate College Dissertations and Theses

Background & Purpose: Opioid maintenance therapy (OMT) is an effective method of treating opioid addiction. Of incarcerated individuals in the U.S., 50-85% have a history of substance abuse, and >80% of inmates with opioid addiction history do not receive treatment. The purpose of this study was to explore individuals' experiences after being tapered from OMT upon incarceration. Methods: Interpretative phenomenological analysis (IPA) was employed using in-depth interviewing of 10 participants. Results: Analysis identified six themes that captured the essence of the participants' experiences. Implications & Conclusion: Losing OMT upon incarceration was described as an extremely stressful experience for many individuals, …