IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/9324.html
   My bibliography  Save this paper

The dynamics of self-employment in East Germany: an empirical analysis using panel data and allowing for state dependence and endogenous attrition

Author

Listed:
  • Lechner, Michael

Abstract

The focus of the paper is on the analysis of the individual determinants of self-employment in East Germany after unification, with special respect to the dynamic issues which may arise. The data set used is the Arbeitsmarkt-Monitor für die neuen Bundesländer, which is a panel data set consisting of four waves covering the period from November 1990 to November 1991. The attrition rate in this data set is high. The data set and the economic questions of interest give raise to methodological issues concerning estimation techniques for limited dependent variable models on panel data. Smooth Simulated Maximum Likelihood methods are proposed to allow for state dependence as well as endogenous attrition in the estimation. The results indicate the importance of the dynamics which drive the emergence of the small business sector in East Germany. Other important factors appear to be human capital aspects, institutional restrictions, expectations about the future of the local economy, the profession in 1989 and martial status. The simulations performed confirm the importance of the dynamics and suggest that self-employment in East Germany might reach the level of self-employment in West Germany as soon as 1995.

Suggested Citation

  • Lechner, Michael, 1993. "The dynamics of self-employment in East Germany: an empirical analysis using panel data and allowing for state dependence and endogenous attrition," ZEW Discussion Papers 93-24, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:9324
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/29413/1/257109013.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nijman, Theo & Verbeek, Marno, 1992. "Nonresponse in Panel Data: The Impact on Estimates of a Life Cycle Consumption Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(3), pages 243-257, July-Sept.
    2. Verbeek, Marno, 1990. "On the estimation of a fixed effects model with selectivity bias," Economics Letters, Elsevier, vol. 34(3), pages 267-270, November.
    3. Friedhelm PFEIFFER & Winfried POHLMEIER, 1992. "Income, Uncertainty and the Probability of Self-Employment," Discussion Papers (REL - Recherches Economiques de Louvain) 1992032, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    4. Manuel Arellano & Olympia Bover & José M. Labeaga, 1997. "Authoregressive Models with Sample Selectivity for Panel Data," Working Papers wp1997_9706, CEMFI.
    5. Gourieroux, Christian & Monfort, Alain, 1993. "Simulation-based inference : A survey with special reference to panel data models," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 5-33, September.
    6. Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-473, March.
    7. Lechner, Michael & Pfeiffer, Friedhelm & O'Shea, Linda Giesecke, 1993. "Expected Job Loss in East Germany Shortly before German Unification," Empirical Economics, Springer, vol. 18(2), pages 289-306.
    8. Stern, Steven, 1992. "A Method for Smoothing Simulated Moments of Discrete Probabilities in Multinomial Probit Models," Econometrica, Econometric Society, vol. 60(4), pages 943-952, July.
    9. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fitzenberger, Bernd & Prey, Hedwig, 1996. "Training in East Germany: An evaluation of the effects on employment and wages," Discussion Papers 36, University of Konstanz, Center for International Labor Economics (CILE).
    2. Fitzenberger, Bernd & Prey, Hedwig, 1995. "Assessing the impact of training on employment: The case of East Germany," Discussion Papers 23, University of Konstanz, Center for International Labor Economics (CILE).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2007. "The Behavior of the Maximum Likelihood Estimator of Dynamic Panel Data Sample Selection Models," CIRANO Working Papers 2007s-06, CIRANO.
    2. Sébastien Laurent, 2001. "Capital humain, emploi et salaire en Belgique et dans ses régions," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 25-36.
    3. Vella, Francis & Verbeek, Marno, 1999. "Two-step estimation of panel data models with censored endogenous variables and selection bias," Journal of Econometrics, Elsevier, vol. 90(2), pages 239-263, June.
    4. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    5. Verbeek, M.J.C.M. & Nijman, T.E., 1993. "Testing for selectivity bias in panel data models," Other publications TiSEM 45c3a75b-eb19-456f-ba92-a, Tilburg University, School of Economics and Management.
    6. Verbeek, M.J.C.M. & Nijman, T.E., 1992. "Incomplete panels and selection bias : A survey," Discussion Paper 1992-7, Tilburg University, Center for Economic Research.
    7. Terence C. Cheng & Pravin K. Trivedi, 2015. "Attrition Bias in Panel Data: A Sheep in Wolf's Clothing? A Case Study Based on the Mabel Survey," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1101-1117, September.
    8. E. Michael Foster & Leonard Bickman, 1996. "An Evaluator's Guide To Detecting Attrition Problems," Evaluation Review, , vol. 20(6), pages 695-723, December.
    9. Hajivassiliou, Vassilis A. & Ruud, Paul A., 1986. "Classical estimation methods for LDV models using simulation," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 40, pages 2383-2441, Elsevier.
    10. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    11. Miranda, Alfonso, 2007. "Migrant Networks, Migrant Selection, and High School Graduation in Mexico," IZA Discussion Papers 3204, Institute of Labor Economics (IZA).
    12. Peter Haan, 2005. "State Dependence and Female Labor Supply in Germany: The Extensive and the Intensive Margin," Discussion Papers of DIW Berlin 538, DIW Berlin, German Institute for Economic Research.
    13. Shin, Jaeun & Moon, Sangho, 2006. "Fertility, relative wages, and labor market decisions: A case of female teachers," Economics of Education Review, Elsevier, vol. 25(6), pages 591-604, December.
    14. Hübler, Olaf, 2005. "Panel Data Econometrics: Modelling and Estimation," Hannover Economic Papers (HEP) dp-319, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    15. Phimister, Euan, 2005. "Urban effects on participation and wages: Are there gender differences?," Journal of Urban Economics, Elsevier, vol. 58(3), pages 513-536, November.
    16. Callan, T. & van Soest, A.H.O., 1994. "Family labour supply and taxes in Ireland," Other publications TiSEM f58e0a56-60c1-4f81-b11b-b, Tilburg University, School of Economics and Management.
    17. Lee, Lung-Fei, 1997. "Simulated maximum likelihood estimation of dynamic discrete choice statistical models some Monte Carlo results," Journal of Econometrics, Elsevier, vol. 82(1), pages 1-35.
    18. Douglas L. Kruse, 1993. "Does Profit Sharing Affect Productivity?," NBER Working Papers 4542, National Bureau of Economic Research, Inc.
    19. Monica Paiella, 2001. "Limited financial market participation: a transaction cost-based explanation," IFS Working Papers W01/06, Institute for Fiscal Studies.
    20. Thomas Andrén & Daniela Andrén, 2013. "State dependence in Swedish social assistance," Discussion Papers 19, Central European Labour Studies Institute (CELSI).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:zewdip:9324. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.