Health Psychology Commons^™

Bayesian Based Semiparametric Multidimensional Approaches To Analysis Parkinson's Disease, Jun Zhang

Dissertations & Theses (Open Access)

In the slow progression of Parkinson's Disease (PD), impairments arise and affect multiple domains (e.g., motor, cognitive, and behavioral). Mixed types, multivariate longitudinal data are commonly used in PD studies. Challenges exist in assessing PD status and investigating disease progression due to lack of biomarkers and ubiquitous impairment in the disease. We proposed a model framework by combining the semi-parametric approach and multi- dimensional framework, and used the proposed model to investigate the heterogeneous disease development and the non-linear treatment effects in the multiple domains predefined in PD.

Furthermore, we extended the semi-parametric multidimensional approach to the data with multi-types …

Validation Of A Type 2 Diabetes Risk Stratification Tool In A Low Income Hispanic Population, Dara Grieger

Dissertations & Theses (Open Access)

A pilot study was undertaken to evaluate the appropriateness of a previously published diabetes risk stratification tool in a diabetic population. The tool was applied to a sample of 500 prediabetic and diabetic adults receiving primary care services at a Federally Qualified Health Center (FQHC) in Cameron County, Texas. The study population was largely Hispanic and underserved. The National Health and Nutrition Examination Survey (NHANES) 2015-2016 data set was used as a comparison group. The risk assessment tool was applied to separately to the prediabetic and diabetic subset of both study groups. The tool stratified the patients into three risk …