A Panel Data Model for Subjective Information on Household Income Growth
AbstractSubjective expectations about future income changes are analyzed, using household panel data.The models used are extensions of existing binary choice panel data models to the case of ordered response.We consider both random and fixed individual effects.The random effects model is estimated by maximum likelihood.The fixed effects model is estimated by combining conditional fixed effects logit estimates using minimum distance.We find that income change expectations strongly depend on realized income changes in the past: those whose income fell, are more pessimistic than others, while those whose income rose are more optimistic.Expected income changes are also significantly affected by employment status and family composition.Using the same type of models, subjective expectations are then confronted with the head of household's ex post perception of the realized income change for the same period.The main finding is that households whose income has decreased in the past underestimate their future income growth.
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Bibliographic InfoPaper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 1996-75.
Date of creation: 1996
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Web page: http://center.uvt.nl
panel data; household economics; household income;
Other versions of this item:
- Das, Marcel & van Soest, Arthur, 1999. "A panel data model for subjective information on household income growth," Journal of Economic Behavior & Organization, Elsevier, vol. 40(4), pages 409-426, December.
- Das, J.W.M. & Soest, A.H.O. van, 1996. "A panel data model for subjective information on household income growth," Open Access publications from Tilburg University urn:nbn:nl:ui:12-121740, Tilburg University.
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
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