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Do Firms Supported by Credit Guarantee Schemes Report Better Financial Results 2 Years After the End of Intervention?

Author

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  • Dvouletý Ondřej

    (Department of Entrepreneurship, Faculty of Business Administration, University of Economics, Prague, W. Churchill Sq. 4, 130 67Prague 3, Czech Republic)

  • Čadil Jan

    (Department of Managerial Economics, Faculty of Business Administration, University of Economics, Prague, W. Churchill Sq. 4, 130 67Prague 3, Czech Republic)

  • Mirošník Karel

    (Department of Regional Studies, Faculty of Economics, University of Economics, Prague, W. Churchill Sq. 4, 130 67Prague 3, Czech Republic)

Abstract

The study contributes to underdeveloped knowledge on effects of SME policies in Central and Eastern Europe. We evaluate two Czech credit guarantee schemes funded from EU funds during years 2007–2013. We conduct micro-econometric firm-level impact evaluation based on propensity score matching approach. We estimate average treatment effect on the treated (ATET) for six financial outcome variables (total assets, tangible fixed assets, personnel costs, sales, price-cost-margin and return on assets) measuring firm´s competitiveness. Two years after the programme, no statistically conclusive results were obtained for the most of the outcome variables. We found only a positive change in tangible fixed assets for the programme participants. However, we cannot say, that the supported firms would be better off, compared to those non-supported in a short-term. Our analysis shows that without reliable data gathered by public sector authorities, no rigorous evaluations can be made and thus no evidence driven policies can be formed.

Suggested Citation

  • Dvouletý Ondřej & Čadil Jan & Mirošník Karel, 2019. "Do Firms Supported by Credit Guarantee Schemes Report Better Financial Results 2 Years After the End of Intervention?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(1), pages 1-20, January.
    • Handle: RePEc:bpj:bejeap:v:19:y:2019:i:1:p:20:n:6
    DOI: 10.1515/bejeap-2018-0057
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    1. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    2. Miriam Bruhn & David McKenzie, 2019. "Can Grants to Consortia Spur Innovation and Science-Industry Collaboration? Regression- Discontinuity Evidence from Poland," The World Bank Economic Review, World Bank, vol. 33(3), pages 690-716.
    3. Laurent Bach, 2014. "Are Small Businesses Worthy of Financial Aid? Evidence from a French Targeted Credit Program," Review of Finance, European Finance Association, vol. 18(3), pages 877-919.
    4. Pissarides, Francesca, 1999. "Is lack of funds the main obstacle to growth? ebrd's experience with small- and medium-sized businesses in central and eastern europe," Journal of Business Venturing, Elsevier, vol. 14(5-6), pages 519-539.
    5. David Procházka (ed.), 2018. "The Impact of Globalization on International Finance and Accounting," Springer Proceedings in Business and Economics, Springer, number 978-3-319-68762-9, December.
    6. David McKenzie, 2017. "Identifying and Spurring High-Growth Entrepreneurship: Experimental Evidence from a Business Plan Competition," American Economic Review, American Economic Association, vol. 107(8), pages 2278-2307, August.
    7. Cowling, Marc, 2010. "The role of loan guarantee schemes in alleviating credit rationing in the UK," Journal of Financial Stability, Elsevier, vol. 6(1), pages 36-44, April.
    8. Federico Biagi & Daniele Bondonio & Alberto Martini, 2015. "Counterfactual Impact Evaluation of Enterprise Support Programmes. Evidence from a Decade of Subsidies to Italian Firm," ERSA conference papers ersa15p1619, European Regional Science Association.
    9. Zhengyuan Gao & Christian M. Hafner, 2019. "Looking Backward and Looking Forward," Econometrics, MDPI, vol. 7(2), pages 1-24, June.
    10. Shahidur R. Khandker & Gayatri B. Koolwal & Hussain A. Samad, . "Handbook on Impact Evaluation : Quantitative Methods and Practices," World Bank Publications, The World Bank, number 2693, September.
    11. Philip McCann & Raquel Ortega-Argilés, 2016. "Smart specialisation, entrepreneurship and SMEs: issues and challenges for a results-oriented EU regional policy," Small Business Economics, Springer, vol. 46(4), pages 537-552, April.
    12. Pierfederico Asdrubali & Simone Signore, 2015. "The Economic Impact of EU Guarantees on Credit to SMEs Evidence from CESEE Countries," European Economy - Discussion Papers 002, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    13. Riding, Allan L. & HainesJR., George, 2001. "Loan guarantees: Costs of default and benefits to small firms," Journal of Business Venturing, Elsevier, vol. 16(6), pages 595-612, November.
    14. Anke Valentin & Thomas Henschel, 2013. "Do guarantee banks mitigate credit restrictions for SMEs?," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 20(4), pages 481-496.
    15. Marc Cowling, 2016. "You can lead a firm to R&D but can you make it innovate? UK evidence from SMEs," Small Business Economics, Springer, vol. 46(4), pages 565-577, April.
    16. Ademar Schmitz & David Urbano & Gertrudes Aparecida Dandolini & João Artur Souza & Maribel Guerrero, 2017. "Innovation and entrepreneurship in the academic setting: a systematic literature review," International Entrepreneurship and Management Journal, Springer, vol. 13(2), pages 369-395, June.
    17. Michael Lechner, 1999. "Nonparametric bounds on employment and income effects of continuous vocational training in East Germany," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 1-28.
    18. Grimm, Michael & Paffhausen, Anna Luisa, 2015. "Do interventions targeted at micro-entrepreneurs and small and medium-sized firms create jobs? A systematic review of the evidence for low and middle income countries," Labour Economics, Elsevier, vol. 32(C), pages 67-85.
    19. Zawalińska, Katarzyna & Tran, Nhi & Płoszaj, Adam, 2018. "R&D in a post centrally-planned economy: The macroeconomic effects in Poland," Journal of Policy Modeling, Elsevier, vol. 40(1), pages 37-59.
    20. Albena Pergelova & Fernando Angulo-Ruiz, 2014. "The impact of government financial support on the performance of new firms: the role of competitive advantage as an intermediate outcome," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 26(9-10), pages 663-705, December.
    21. 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.
    22. Holton, Sarah & McCann, Fergal & Prendergast, Kathryn & Purdue, David, 2013. "Policy measures to improve access to credit for SMEs: a survey," Quarterly Bulletin Articles, Central Bank of Ireland, pages 91-110, October.
    23. Adriaan Van Stel & David Storey, 2004. "The Link between Firm Births and Job Creation: Is there a Upas Tree Effect?," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 893-909.
    24. Zoltan Acs & Thomas Åstebro & David Audretsch & David T. Robinson, 2016. "Public policy to promote entrepreneurship: a call to arms," Small Business Economics, Springer, vol. 47(1), pages 35-51, June.
    25. Petr Hájek & Jan Stejskal, 2018. "R&D Cooperation and Knowledge Spillover Effects for Sustainable Business Innovation in the Chemical Industry," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    26. 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.
    27. Karl Aiginger, 2006. "Competitiveness: From a Dangerous Obsession to a Welfare Creating Ability with Positive Externalities," Journal of Industry, Competition and Trade, Springer, vol. 6(2), pages 161-177, June.
    28. Ouyang, Min & Peng, Yulei, 2015. "The treatment-effect estimation: A case study of the 2008 economic stimulus package of China," Journal of Econometrics, Elsevier, vol. 188(2), pages 545-557.
    29. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    30. Boschi, Melisso & Girardi, Alessandro & Ventura, Marco, 2014. "Partial credit guarantees and SMEs financing," Journal of Financial Stability, Elsevier, vol. 15(C), pages 182-194.
    31. Viktor Prokop & Jan Stejskal & Petr Hajek, 2018. "The Influence of Financial Sourcing and Collaboration on Innovative Company Performance: A Comparison of Czech, Slovak, Estonian, Lithuanian, Romanian, Croatian, Slovenian, and Hungarian Case Studies," Advances in Spatial Science, in: Jan Stejskal & Petr Hajek & Oto Hudec (ed.), Knowledge Spillovers in Regional Innovation Systems, pages 219-252, Springer.
    32. Amra Nuhanovic & Jasmina Okicic & Adisa Delic & Ermina Smajlovic, 2016. "The Study of the Current Obstacles to the Development of Women’s Entrepreneurship in the Function of Reducing Unemployment in Bosnia and Herzegovina," International Business Research, Canadian Center of Science and Education, vol. 9(11), pages 90-104, November.
    33. Josh Lerner, 2002. "When Bureaucrats Meet Entrepreneurs: The Design of Effective "Public Venture Capital" Programmes," Economic Journal, Royal Economic Society, vol. 112(477), pages 73-84, February.
    34. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    35. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
    36. Colin Mason & Ross Brown, 2013. "Creating good public policy to support high-growth firms," Small Business Economics, Springer, vol. 40(2), pages 211-225, February.
    37. Luca Grilli & Samuele Murtinu, 2015. "New technology-based firms in Europe: market penetration, public venture capital, and timing of investment," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(5), pages 1109-1148.
    38. Chabé-Ferret, Sylvain, 2017. "Should We Combine Difference In Differences with Conditioning on Pre-Treatment Outcomes?," TSE Working Papers 17-824, Toulouse School of Economics (TSE).
    39. Loi, Massimo & Rodrigues, Margarida, 2012. "A note on the impact evaluation of public policies: the counterfactual analysis," MPRA Paper 42444, University Library of Munich, Germany.
    40. Vitezić Vanja & Srhoj Stjepan & Perić Marko, 2018. "Investigating Industry Dynamics in a Recessionary Transition Economy," South East European Journal of Economics and Business, Sciendo, vol. 13(1), pages 43-67, June.
    41. Irani Arráiz & Marcela Meléndez & Rodolfo Stucchi, 2014. "Partial credit guarantees and firm performance: evidence from Colombia," Small Business Economics, Springer, vol. 43(3), pages 711-724, October.
    42. Munari, Federico & Toschi, Laura, 2015. "Assessing the impact of public venture capital programmes in the United Kingdom: Do regional characteristics matter?," Journal of Business Venturing, Elsevier, vol. 30(2), pages 205-226.
    43. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    44. Kersten, Renate & Harms, Job & Liket, Kellie & Maas, Karen, 2017. "Small Firms, large Impact? A systematic review of the SME Finance Literature," World Development, Elsevier, vol. 97(C), pages 330-348.
    45. Karel Janda & Oleg Kravtsov, 2018. "Micro-level Evidences of Moral Hazard in the European Financial Institutions," Springer Proceedings in Business and Economics, in: David Procházka (ed.), The Impact of Globalization on International Finance and Accounting, pages 89-98, Springer.
    46. Anah� Briozzo & Clara Cardone-Riportella, 2016. "Spanish SMEs' Subsidized and Guaranteed Credit during Economic Crisis: A Regional Perspective," Regional Studies, Taylor & Francis Journals, vol. 50(3), pages 496-512, March.
    47. Kobil Ruziev & Peter Midmore, 2014. "Informal credit institutions in transition countries: a study of urban money lenders in post-communist Uzbekistan," Post-Communist Economies, Taylor & Francis Journals, vol. 26(3), pages 415-435, September.
    48. Arping, Stefan & Lóránth, Gyöngyi & Morrison, Alan D., 2010. "Public initiatives to support entrepreneurs: Credit guarantees versus co-funding," Journal of Financial Stability, Elsevier, vol. 6(1), pages 26-35, April.
    49. Scott Shane, 2009. "Why encouraging more people to become entrepreneurs is bad public policy," Small Business Economics, Springer, vol. 33(2), pages 141-149, August.
    50. Timothy C. Irwin, 2007. "Government Guarantees : Allocating and Valuing Risk in Privately Financed Infrastructure Projects," World Bank Publications - Books, The World Bank Group, number 6638.
    51. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    entrepreneurship policy evaluation; credit guarantees; loan guarantee schemes; access to financial capital; European Regional Development Fund (ERDF); firms’ financial performance; counterfactual analysis; the Czech Republic;
    All these keywords.

    JEL classification:

    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L38 - Industrial Organization - - Nonprofit Organizations and Public Enterprise - - - Public Policy

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