A joint model for ordered response and binary dropout processes in the Social Sciences

Data collected as part of large national longitudinal surveys such as the British Household Panel Study (BHPS)
routinely include responses which comprise ordered categories. These can include Likert items or more general
ordinal responses. Such longitudinal data present social scientists with a range of statistical problems including
residual heterogeneity, atirition/dropout and state dependence.