Medicine and Health Sciences 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 …

Applications Of Wearable Sensors In Delivering Biologically Relevant Signals, Jordyn Scism

Graduate College Dissertations and Theses

With continued advancements in wearable technologies, the applications for their use are growing. Wearable sensors can be found in smart watches, fitness trackers, and even our cellphones. The common applications in everyday life are usually step counting, activity tracking, and heart rate monitoring. However, researchers have developed ways to use these similar sensors for clinically relevant diagnostic measures, as well as, improved athletic training and performance. Two areas of interest for the use of wearable sensors are mental health diagnostics in children and heart rate monitoring during intense physical activity from new locations, which are discussed further in this thesis. …

Referral Patterns And Service Provision In Child Protective Services: Child, Caregiver, And Case Predictors, Hannah Mead Holbrook

Graduate College Dissertations and Theses

Child maltreatment, and recurrent maltreatment in particular, occurs at an alarmingly high rate. Frequency of reports to Child Protective Services (CPS) is associated with negative psychological outcomes, and children whose reports are unsubstantiated experience similar risk of behavioral, emotional, and substance use disorders as those whose reports are substantiated. Prior research has demonstrated that children with no CPS reports and children with one CPS report showed no significant differences in rates of maltreatment perpetration or substance use in adulthood, suggesting that prevention efforts after one report may have strong merit in reducing negative outcomes in adulthood. However, patterns and risk …

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 …