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Code For Care: Hypertension Prediction In Women Aged 18-39 Years, Kruti Sheth May 2024

Code For Care: Hypertension Prediction In Women Aged 18-39 Years, Kruti Sheth

Electronic Theses, Projects, and Dissertations

The longstanding prevalence of hypertension, often undiagnosed, poses significant risks of severe chronic and cardiovascular complications if left untreated. This study investigated the causes and underlying risks of hypertension in females aged between 18-39 years. The research questions were: (Q1.) What factors affect the occurrence of hypertension in females aged 18-39 years? (Q2.) What machine learning algorithms are suited for effectively predicting hypertension? (Q3.) How can SHAP values be leveraged to analyze the factors from model outputs? The findings are: (Q1.) Performing Feature selection using binary classification Logistic regression algorithm reveals an array of 30 most influential factors at an …


Lgbtq+ Health Disparities: Healthcare Intervention, Kara Steinbrecher May 2022

Lgbtq+ Health Disparities: Healthcare Intervention, Kara Steinbrecher

The Eleanor Mann School of Nursing Undergraduate Honors Theses

The lesbian, gay, bisexual, transgender, and queer (LGBTQ+) community has carried the burden of countless health disparities throughout its history tied to discrimination, bias, prejudice, and stigma. LGBTQ+ individuals are disproportionately at higher risk for substance abuse, sexually transmitted diseases, cardiovascular disease, mental illness, suicide, and unequal access to healthcare, related to social stigma and bias that exists in healthcare itself. The purpose of this systematic literature review is to analyze existing health disparities among the LGBTQ+ population in the United States and the efficacy of various interventions of health care professionals to reduce them. Twenty-one articles from multiple online …


Perceptions Of Hypertension And Treatment Adherence In Impoverished Hypertensive Adults: A Qualitative Analysis, Sarah E. Hogg Apr 2022

Perceptions Of Hypertension And Treatment Adherence In Impoverished Hypertensive Adults: A Qualitative Analysis, Sarah E. Hogg

Honors College Theses

Hypertension is a global public health crisis. It is the largest risk factor for cardiovascular disease, which is the leading cause of death globally (CDC, 2021). While it can be managed, there are additional barriers that hypertensive impoverished populations face in regards to hypertension management. The purpose of this study was to explore knowledge, attitudes, and perceptions of hypertension, and treatment adherence in impoverished hypertensive adults. Interviews were analyzed using thematic analysis, and were explained within the context of the health belief model. The results show that there was a lack of understanding of hypertension and its long term effects. …


Retrospective Study Of Fmol Health System Utilization Using Geospatial Information, Deekshith Mandala Jan 2020

Retrospective Study Of Fmol Health System Utilization Using Geospatial Information, Deekshith Mandala

LSU Master's Theses

Medicaid Expansion and closing of Emergency Departments (ED) like Earl K. Long, Baton Rouge General Mid-City ED, and Champion Medical Center changed the health care landscape in East Baton Rouge Parish (EBRP). In this research study, a Geographical Information System (GIS) is used to analyze the impact of the expansion of Medicaid and the inauguration of Our Lady of the Lake North Baton Rouge ED (OLOL NBR ED) over the utilization of Franciscan Missionaries of our Lady Health System (FMOLHS) for both emergency and non-emergency health care services. This study is performed across the 58 neighborhoods of EBRP. Overutilization of …


Perceptions Of Health Professionals In Ghana On The Role Of The Community In Chronic Disease Management, Jesuseme Omoruan Jan 2018

Perceptions Of Health Professionals In Ghana On The Role Of The Community In Chronic Disease Management, Jesuseme Omoruan

Electronic Theses and Dissertations

The prevalence of chronic disease has been on the rise in various developing countries. This study is an exploratory investigation of the perceptions of health professionals in Kumasi, Ghana on the role of the community in chronic disease management. Using the Chronic Care Model as a framework, the objective of the study was to examine the extent of community-healthcare system in chronic disease management and to explore the barriers to and facilitators of community involvement in chronic disease management. By exploring the availability of community resources that positively contribute to the management of these patients, the study fills an existing …