Longitudinal Data Analysis Essay Example | Topics and Well Written Essays - 3500 words

Longitudinal Data digest - Essay ExampleSince, the selective information is of longitudinal nature therefore it would be appropriate to use burthen data for adjusting unweighted data over the detail of consideration. Weighting of individual data has been made for non-response of individuals within households i.e. same(p) individuals were missing to participate in later waves of data collection. Individuals response data weights have been collected for 12 years from a protean xLRWGHT included in the data set. Selection of Variables In order to field of study the relationship between readingal qualifications and income levels of individuals the next variable quantitys have been identified and selected from BHPS dataset. Dependent Variable The dependent variable selected for the study is the financial position of individuals. The associated variable from the dataset is xfisit from BHPS dataset for 12 waves of data collected. Independent Variable (Covariate) The independent vari able selected for the study is the highest education qualification. The associated variable from the dataset is xiqfedhi from BHPS dataset for 12 waves of data collected. Fixed Variable The analysis is performed on the radix of ethnic background of individuals. For this purpose, variable arace has been selected which is described as ethnic group membership. There are club subsets under this variable including White, Black-Carib, Black-African, Black-Others, Indian, Pakistani, Chinese, Bangladeshi, and Other Ethnic Groups. Hypotheses establishment In this study the relationship between education qualifications and financial position of individuals over a period of 12 years is investigated for testing out the following research hypothesis H0 There is... The independent variable selected for the study is the highest education qualification. The associated variable from the dataset is xiqfedhi from BHPS dataset for 12 waves of data collected.Fixed VariableThe analysis is performed on the basis of ethnic background of individuals. For this purpose, variable arace has been selected which is described as ethnic group membership. There are nine subsets under this variable including White, Black-Carib, Black-African, Black-Others, Indian, Pakistani, Chinese, Bangladeshi, and Other Ethnic Groups. Hypotheses EstablishmentIn this study the relationship between education qualifications and financial position of individuals over a period of 12 years is investigated for testing out the following research hypothesisH0 There is no satisfying relationship between educational qualifications and financial position amongst individuals from different ethnic backgrounds.H1 There is a significant relation between educational qualifications and financial position individuals from different ethnic backgrounds. MethodologyThe methodology that has been pick out for the current study is aimed at providing a detailed examination of the data that has been collected through BHSP for pr oviding full of life information regarding education qualifications and financial position recorded amongst individuals belonging to different ethnic backgrounds. This is carried out apply Explore and Cross Tab options available in SPSS for descriptive statistics.