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Evaluating the impact of public start-up assistance: results from an econometric approach

  • Almus, Matthias
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    This paper analyzes the medium-term growth performance of firms that exclusively received start-up assistance from programs administered by the Deutsche Ausgleichsbank (DtA), a state owned bank, within two years after startup. I apply a parametric selection approach that controls for two potential sources of self selection (receipt of assistance, complete interview data). The empirical analysis shows that firms receiving assistance perform better in terms of employment growth over a six year period.

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    File URL: http://econstor.eu/bitstream/10419/24443/1/dp0123.pdf
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    Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 01-23.

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    Date of creation: 2001
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    Handle: RePEc:zbw:zewdip:5378
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    1. Orley Ashenfelter & David Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," Working Papers 554, Princeton University, Department of Economics, Industrial Relations Section..
    2. Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
    3. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-20, September.
    4. Pfeiffer, Friedhelm & Reize, Frank, 2000. "Business start-ups by the unemployed -- an econometric analysis based on firm data," Labour Economics, Elsevier, vol. 7(5), pages 629-663, September.
    5. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 1999. "Is Public R&D a Complement or Substitute for Private R&D? A Review of the Econometric Evidence," Department of Economics, Working Paper Series qt1sz6g8bv, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    6. J.D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.
    7. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    8. Mallar, Charles D, 1977. "The Estimation of Simultaneous Probability Models," Econometrica, Econometric Society, vol. 45(7), pages 1717-22, October.
    9. Goux, Dominique & Maurin, Eric, 2000. "Returns to firm-provided training: evidence from French worker-firm matched data1," Labour Economics, Elsevier, vol. 7(1), pages 1-19, January.
    10. William H. Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Further Results," The Journal of Economic Education, Taylor & Francis Journals, vol. 29(4), pages 291-300, January.
    11. Murphy, Kevin M & Topel, Robert H, 2002. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 88-97, January.
    12. repec:cup:cbooks:9780521589857 is not listed on IDEAS
    13. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, vol. 65(2), pages 261-94, April.
    14. Puhani, Patrick A, 2000. " The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    15. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
    16. repec:cup:cbooks:9780521331494 is not listed on IDEAS
    17. Almus, Matthias & Engel, Dirk & Prantl, Susanne, 2000. "The Mannheim Foundation Panels of the Centre for European Economic Research (ZEW)," ZEW Dokumentationen 00-02, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    18. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    19. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    20. Reize, Frank, 2001. "FIML estimation of a bivariate probit selection rule: an application on firm growth and subsidisation," ZEW Discussion Papers 01-13, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    21. Klette, T.J. & Moen, J. & Griliches, Z., 1999. "Do Subsidies to Commercial R&D Reduce Market Failures? Microeconometric Evaluation Studies," Papers 16/99, Norwegian School of Economics and Business Administration-.
    22. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    23. Heckman, James J & Smith, Jeffrey, 1997. "Making the Most Out of Programme Evaluations and Social Experiments: Accounting for Heterogeneity in Programme Impacts," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 487-535, October.
    24. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
    25. Entorf, Horst, 2000. "James Heckman and Daniel Mc Fadden: Nobelpreis für die Wegbereiter der Mikroökonometrie," W.E.P. - Würzburg Economic Papers 26, University of Würzburg, Chair for Monetary Policy and International Economics.
    26. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
    27. Almus, Matthias & Prantl, Susanne & Brüderl, Josef & Stahl, Konrad O. & Woywode, Michael, 2001. "Die ZEW-Gründerstudie: Konzeption und Erhebung," ZEW Dokumentationen 01-01, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    28. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
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