A Bayesian hierarchical model for categorical longitudinal data from a social survey of immigrants

The paper investigates a Bayesian hierarchical model for the analysis of categorical longitudinal data from a large social survey of immigrants to Australia. Data for each subject are observed on three separate occasions, or waves, of the survey. One of the features of the data set is that observations for some variables are missing for at least one wave. A model for the employment status of immigrants is developed by introducing, at the first stage of a hierarchical model, a multinomial model for the response and then subsequent terms are introduced to explain wave and subject effects. To estimate the model, we use the Gibbs sampler, which allows missing data for both the response and the explanatory variables to be imputed at each iteration of the algorithm, given some appropriate prior distributions. After accounting for significant covariate effects in the model, results show that the relative probability of remaining unemployed diminished with time following arrival in Australia.

An examination of the effects of print media exposure and contact on subjective social reality and acculturation attitudes

This study draws upon cultivation theory, acculturation theory, and works on intergroup relations to examine the effects of print media exposure and contact on subjective social reality and acculturation attitudes of Chinese immigrants in Australia. Data was gathered via a survey administered to 265 respondents with Chinese origin. Results indicate that exposure to mainstream newspapers is only positively related to one indicator of subjective reality, namely, outgroup perception whereas exposure to ethnic newspapers was not significantly related to any of the indicators of subjective reality. Acculturation attitudes, on the other hand, are more closely related to group perception and contact but not closely associated with exposure to print media. These findings have again challenged the direct effect assumption of cultivation theory, paved the ground for combining mediated communication variables with interpersonal communication variables in acculturation research and suggested policy implications for interethnic coexistence. (c) 2005 Elsevier Ltd. All rights reserved.

An examination of the factors that influence identification and acculturation

This paper investigated the effects of print media exposure and intergroup contact on ethnic identification and acculturation attitudes of Chinese immigrants. Data was gathered from a survey participated by 265 respondents of Chinese origin. Findings indicated that exposure to the print media did not have a significant effect on ethnic identification and/or acculturation orientation. However, when the factor of intergroup contact was taken into consideration, differences began to occur. Specifically, for respondents from low intergroup contact group, ethnic identification increased with the desire to integrate into the large culture. For respondents from high intergroup contact group, opposite trends were found, i.e. as ethic identification increased, the tendency to adopt integration orientation decreased. Findings from this study suggested the need to combine factors of both interpersonal and mediated communication in the examination of ethnic identification and acculturation. This paper also drew some implications for the media industry and government policies.