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A panel data model for subjective information on household income growth

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Author Info
Das, M.
Soest, A. van (Tilburg University, Center for Economic Research)

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Abstract

Subjective 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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Paper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 75.

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Date of creation: 1996
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Handle: RePEc:dgr:kubcen:199675

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Find related papers by JEL classification:
D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models

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  1. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1994. "Income Risk, Borrowing Constraints and Portfolio Choice," CEPR Discussion Papers 888, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  2. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1992. "Earnings uncertainty and precautionary saving," Journal of Monetary Economics, Elsevier, vol. 30(2), pages 307-337, November. [Downloadable!] (restricted)
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  3. J. Dominitz & C. F. Manski, . "Using expectations data to study subjective income expectations," Institute for Research on Poverty Discussion Papers 1050-94, University of Wisconsin Institute for Research on Poverty. [Downloadable!]
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  4. Chamberlain, Gary, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Blackwell Publishing, vol. 47(1), pages 225-38, January. [Downloadable!] (restricted)
  5. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March. [Downloadable!] (restricted)
  6. repec:att:wimass:19895 is not listed on IDEAS
  7. Carroll, Christopher D, 1994. "How Does Future Income Affect Current Consumption?," The Quarterly Journal of Economics, MIT Press, vol. 109(1), pages 111-47, February. [Downloadable!] (restricted)
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  8. Das, Marcel & van Soest, Arthur, 1997. "Expected and realized income changes: Evidence from the Dutch socio-economic panel," Journal of Economic Behavior & Organization, Elsevier, vol. 32(1), pages 137-154, January. [Downloadable!] (restricted)
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  9. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May. [Downloadable!] (restricted)
  10. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318 Elsevier. [Downloadable!] (restricted)
  11. Deaton, A. & Grosh, M., 1998. "Consumption," Papers 191, Princeton, Woodrow Wilson School - Development Studies.
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