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USF Tampa Graduate Theses and Dissertations

Multilevel modeling

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Analysis Of The Role Of Residential Segregation On Perinatal Outcomes In Florida, Georgia, And Louisiana, Tabia Henry Akintobi Jun 2006

Analysis Of The Role Of Residential Segregation On Perinatal Outcomes In Florida, Georgia, And Louisiana, Tabia Henry Akintobi

USF Tampa Graduate Theses and Dissertations

The purpose of this study was to investigate the relationship between residential segregation (the physical separation of Blacks and Whites in residential contexts) and adverse perinatal outcomes (low birth weight, preterm delivery and small for gestational age births) in Florida, Georgia and Louisiana. The study determined the independent effect of the level of residential segregation on the likelihood of adverse perinatal outcomes after controlling for contextual and individual factors. The study also assessed whether the relationship between residential segregation and adverse perinatal outcomes were moderated by ethnicity and median income.The studied employed an observational, cross-sectional study design that utilized secondary …


A Multilevel Modeling Analysis Of The Geographic Variability Of Low Birth Weight Occurrence In Florida, Joseph William Green Oct 2004

A Multilevel Modeling Analysis Of The Geographic Variability Of Low Birth Weight Occurrence In Florida, Joseph William Green

USF Tampa Graduate Theses and Dissertations

The associations of neighborhood level socioeconomic deprivation and low birth weight were investigated among 1,030,443 singleton live births in the State of Florida between the years 1992 and 1997. Census data for per capita income, unemployment, percent of individuals living below the poverty line, vehicle ownership and educational attainment were used as neighborhood level indicators of socioeconomic status. Additionally, these variables were combined into a deprivation index to measure relative deprivation of neighborhoods across Florida. Birth data were linked to census block groups and tracts, which were used as proxies for low birth weight. Multilevel models were used to model …