Medicine and Health Sciences Commons^™

Diagnostics And Model Selection For Generalized Linear Models And Generalized Estimating Equations, Chelsea Boquet Deroche

Theses and Dissertations

The use of generalized linear models and generalized estimating equations in the public health and medical fields are important tools for research, specifically for modeling clinical trials, evaluating preventive measures, and secondary data analysis. It is important for these researchers to have the necessary tools to analyze and model their data correctly. This dissertation focuses on a penalized maximum likelihood estimation method for generalized linear models, measures of association such as the coefficient of determination and R² for generalized estimating equations, and a modified quasi-likelihood information criterion for generalized estimation equations.

Common problems that arise during estimation of generalized …

Association Between Breastfeeding And Infant Growth: A Probable Reverse Causality, Shraddha Vyas

Theses and Dissertations

Background: Much conflicting results exist in the association between breastfeeding and infant growth. One of these confusions is related to the temporal sequence between breastfeeding practice and infant growth.

Objective: This study aimed at examining the association and investigating a possible reverse causality between breastfeeding and infant growth.

Method: Infant Feeding Practices Survey II, a national longitudinal database with repeated measurements, following women prenatally and until one year postpartum (N=2914) was used. Mixed linear model assessed the impact of breastfeeding from the 2nd, 4th, 6th and 9th months on infant growth at the 3rd, 5th, 7th and 12th months, respectively. …

A Qualitative Study Of An Urban Community Garden: Creating Healthier Neighborhood Environments, Lauren Workman

Theses and Dissertations

Neighborhoods influence population level health; the places where people live, work, and grow are an essential setting for health promotion interventions. In efforts to create healthier neighborhood environments, there is a movement to better understand neighborhood social characteristics. The neighborhood social environment potentially includes social relationships (including trust and cohesion), networks, norms, and the resources that may be generated from relationships. In addition, more work is needed to learn about how people may become engaged in neighborhood initiatives. Community gardens are a 1) potential strategy to promote health at community and individual levels 2) mechanism to involve community members in …

Race, Ethnicity, And Differential Perceptions Of Sexual Victimization (Assault), Kaleea Regina Lewis

Theses and Dissertations

The purpose of this pilot study is to ascertain how a sample of female college students perceives a hypothetical victim of a fabricated sexual assault. Participant perceptions of the sexual assault were explored through three distinct parameters: (1) victim responsibility attributes, (2) levels of trauma suffered due to the experience, and (3) levels of social support. This study addressed the two following research questions: (1) how does the hypothetical sexual assault victim's race and ethnicity affect how the study parameters are assessed and (2) how do participants perceive a hypothetical sexual assault victim, when presented in different races and ethnicities, …