Psychiatric Morbidity and Nonignorable Attrition from the British Household Panel Study
نویسنده
چکیده
In this paper we study the importance of possible non-random attrition on variations in psychiatric morbidity using data from the first eight waves of the British Household Panel Study. To study attrition we use the model of Hausman and Wise (1979) which applies to continuous longitudinal data with nonignorable or informative dropout. The model combines a multivariate linear model for the underlying response with a probit regression model for the dropout process. The latter incorporates dependence of the probability of dropout on unobserved, or missing, observations. Parameters in the model are estimated by using maximum likelihood. It is seen that the assumption of an informative dropout rather than a random dropout process has practical implications for the interpretation of the data. In particular we find evidence of attrition bias among the cohorts of men and women who were over 64 years of age at the time of the first interview in 1991. The model predicts that among men and women over 64 years of age at the time of the first interview those with high levels of psychiatric morbidity are more likely to leave the panel. As a consequence, the study may understate levels of psychiatric morbidity in late adulthood. Email: [email protected] Telephone: 01206-873901 Fax: 01206-873151 JEL code: C33.
منابع مشابه
Social position and minor psychiatric morbidity over time in the British Household Panel Survey 1991-1998.
STUDY OBJECTIVE To examine social inequalities in minor psychiatric morbidity as measured by the GHQ-12 using lagged models of psychiatric morbidity and changing job status. DESIGN GHQ scores were modelled using two level hierarchical regression models with measurement occasions nested within individuals. The paper compares and contrasts three different ways of describing social position: inc...
متن کاملMortality in the British Household Panel Survey: a Comparison with Aggregate Data
Mortality functions are estimated for people aged sixty-five to eighty-nine in the British Household Panel Survey. A standard correction is made for attrition. The mortality functions are compared with the analogous models which explain mortality as a function of age in aggretate mortality data. For women it is found that the difference between the two is not statistically significant once allo...
متن کاملHousehold Income Dynamics in Two Transition Economies
We estimate a panel data model of household incomes in Hungary and Russia during the 1990s. The model allows for nonlinear dynamics in endogenous household incomes and for endogenous attrition. Our estimates reveal nonlinearity in the dynamics, consistent with the claim that income inequality is bad for growth in mean income. We do not find evidence of an unstable dynamic equilibrium, such that...
متن کاملShort-Lived Shocks with Long-Lived Impacts? Household Income Dynamics in a Transition Economy
It is possible in theory that the persistent poverty that has emerged in many transition economies is due to underlying nonconvexities in the dynamics of household incomes, such that a vulnerable household will never recover from a sufficiently large but short-lived shock to its income. To test the theory we estimate a dynamic panel data model of household incomes with nonlinear dynamics and en...
متن کاملAre we keeping the people who used to stay? Changes in correlates of panel survey attrition over time
As survey response rates decline, correlates of survey participation may also be changing. Panel studies provide an opportunity to study a rich set of correlates of panel attrition over time. We look at changes in attrition rates in the American National Election Studies from 1964 to 2004, a repeated panel survey with a two-wave pre-post election design implemented over multiple decades. We exa...
متن کامل