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Evaluation of credit guarantee policy using propensity score matching

Author

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  • Inha Oh

    ()

  • Jeong-Dong Lee
  • Almas Heshmati
  • Gyoung-Gyu Choi

Abstract

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Suggested Citation

  • Inha Oh & Jeong-Dong Lee & Almas Heshmati & Gyoung-Gyu Choi, 2009. "Evaluation of credit guarantee policy using propensity score matching," Small Business Economics, Springer, vol. 33(3), pages 335-351, October.
  • Handle: RePEc:kap:sbusec:v:33:y:2009:i:3:p:335-351
    DOI: 10.1007/s11187-008-9102-5
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    References listed on IDEAS

    as
    1. Markus Frölich & Almas Heshmati & Michael Lechner, 2004. "A microeconometric evaluation of rehabilitation of long-term sickness in Sweden," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 375-396.
    2. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    3. Inha Oh & Almas Heshmati & Chulwoo Baek & Jeong‐Dong Lee, 2009. "Comparative Analysis Of Plant Dynamics By Size: Korean Manufacturing," The Japanese Economic Review, Japanese Economic Association, vol. 60(4), pages 512-538, December.
    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 808-827, August.
    5. Borensztein, Eduardo & Lee, Jong-Wha, 2002. "Financial crisis and credit crunch in Korea: evidence from firm-level data," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 853-875, May.
    6. Cressy, Robert, 1996. "Are Business Startups Debt-Rationed?," Economic Journal, Royal Economic Society, vol. 106(438), pages 1253-1270, September.
    7. repec:spr:lnecms:978-3-540-28708-7 is not listed on IDEAS
    8. Kang, Jae-Won & Heshmati, Almas & Choi, Gyong-Gyu, 2006. "The Effect of Credit Guarantees on Survival and Performance of SMEs in Korea," Ratio Working Papers 92, The Ratio Institute.
    9. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    10. Cowling, Marc & Mitchell, Peter, 2003. "Is the Small Firms Loan Guarantee Scheme Hazardous for Banks or Helpful to Small Business?," Small Business Economics, Springer, vol. 21(1), pages 63-71, August.
    11. Sherry L. Kiser & Jahyeong Koo, 2001. "Recovery from a financial crisis: the case of South Korea," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue qiv, pages 24-36.
    12. Gregory, Gary & Harvie, Charles & Lee, Hyun-Hoon, 2002. "Korean SMEs in the Wake of the Financial Crisis: Strategies, Constraints and Performance in a Global Economy," Economics Working Papers wp02-12, School of Economics, University of Wollongong, NSW, Australia.
    13. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    14. Cowling, Marc & Mitchell, Peter, 1997. "The Evolution of U.K. Self-Employment: A Study of Government Policy and the Role of the Macroeconomy," The Manchester School of Economic & Social Studies, University of Manchester, vol. 65(4), pages 427-442, September.
    15. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    16. Aw, Bee Yan & Chen, Xiaomin & Roberts, Mark J., 2001. "Firm-level evidence on productivity differentials and turnover in Taiwanese manufacturing," Journal of Development Economics, Elsevier, vol. 66(1), pages 51-86, October.
    17. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages 54-72, February.
    18. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    19. 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.
    20. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    21. Takeo Hoshi, 2006. "Economics Of The Living Dead," The Japanese Economic Review, Japanese Economic Association, vol. 57(1), pages 30-49, March.
    22. Robert Cressy & Otto Toivanen, 2001. "Is there adverse selection in the credit market?," Venture Capital, Taylor & Francis Journals, vol. 3(3), pages 215-238, July.
    23. Nigel Meager & Peter Bates & Marc Cowling, 2003. "An Evaluation of Business Start-Up Support for Young People," National Institute Economic Review, National Institute of Economic and Social Research, vol. 186(1), pages 59-72, October.
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    25. Yasar, Mahmut & Rejesus, Roderick M., 2005. "Exporting status and firm performance: Evidence from a matched sample," Economics Letters, Elsevier, vol. 88(3), pages 397-402, September.
    26. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    27. Becker, Sascha O. & Ichino, Andrea, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 1-20.
    Full references (including those not matched with items on IDEAS)

    More about this item

    Keywords

    Credit guarantee; Selection bias; Propensity score matching; SME; C40; H43; H81; L25; L26; L53;

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy

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