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Logit analysis in a rotating panel context and an application to self-employment decisions

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Author Info
Gonzalez, Patricio Aroca
Maloney, William F.

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Abstract

The authors derive a methodology for analyzing logit models in a rotating panel context. They then apply the technique to test two theories of why and when salaried workers enter the informal self-employed sector. In the traditional view, workers fired from formal jobs queue in the informal sector to reenter the formal sector. The authors argue that for many, self-employment is a desirable goal, but that credit constraints often dictate that they work in the formal sector until enough start-up capital is accumulated. They model the decision to move as a stopped Markov process in which, in each period, the worker compare accumulated savings with the target level for switching sector dictated by the forecasted stream of discounted utility arising from employment labor and capital in each sector. They test and find support for the model using the new logit methodology and rotating panel data from Mexico.

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Paper provided by The World Bank in its series Policy Research Working Paper Series with number 2069.

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Date of creation: 28 Feb 1999
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Handle: RePEc:wbk:wbrwps:2069

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Related research
Keywords: Labor Policies; Environmental Economics&Policies; Economic Theory&Research; Public Health Promotion; Banks&Banking Reform; Environmental Economics&Policies; Banks&Banking Reform; Health Monitoring&Evaluation; Economic Theory&Research; Work&Working Conditions;

References listed on IDEAS
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  1. Miller, Robert A, 1984. "Job Matching and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 92(6), pages 1086-120, December. [Downloadable!] (restricted)
  2. Biorn, Erik & Jansen, Eilev S, 1983. " Individual Effects in a System of Demand Functions," Scandinavian Journal of Economics, Blackwell Publishing, vol. 85(4), pages 461-83.
  3. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October. [Downloadable!] (restricted)
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  4. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-27, August. [Downloadable!] (restricted)
  5. Baltagi, Badi H., 1985. "Pooling cross-sections with unequal time-series lengths," Economics Letters, Elsevier, vol. 18(2-3), pages 133-136. [Downloadable!] (restricted)
  6. Nijman, Theo & Verbeek, Marno & van Soest, Arthur, 1991. "The efficiency of rotating-panel designs in an analysis-of-variance model," Journal of Econometrics, Elsevier, vol. 49(3), pages 373-399, September. [Downloadable!] (restricted)
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(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Maloney, William F., 1999. "Self-employment and labor turnover - cross-country evidence," Policy Research Working Paper Series 2102, The World Bank. [Downloadable!]
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