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The Impact of the Magyar Nemzeti Bank's Funding for Growth Scheme on Firm Level Investment

Author

Listed:
  • Marianna Endresz

    (Magyar Nemzeti Bank (the Central Bank of Hungary))

  • Peter Harasztosi

    (Magyar Nemzeti Bank (the Central Bank of Hungary))

  • Robert P. Lieli

    (Magyar Nemzeti Bank (the Central Bank of Hungary))

Abstract

The Magyar Nemzeti Bank (the Central Bank of Hungary) introduced a “funding for lending” type loan program aimed at small and medium sized enterprises (SMEs) in mid-2013. We combine firms’ balance sheet data with two loan data sets to study the program’s impact on firm level investment in 2013. We start from a simple difference-in-differences (DID) estimator, but argue that the parallel trend assumption that underlies the method is likely violated. Therefore, we propose a correction based on the idea that the selection process involved in securing a market loan in a pre-program year is similar to the selection process into the program. Our results indicate that the program succeeded in generating extra investment in the SME sector that would not have taken place otherwise; specifically, we attribute to the program about 30% of the total investment undertaken by participating firms. Nevertheless, the effect is markedly heterogeneous with respect to firm size, being proportionally larger for smaller firms.

Suggested Citation

  • Marianna Endresz & Peter Harasztosi & Robert P. Lieli, 2015. "The Impact of the Magyar Nemzeti Bank's Funding for Growth Scheme on Firm Level Investment," MNB Working Papers 2015/2, Magyar Nemzeti Bank (Central Bank of Hungary).
  • Handle: RePEc:mnb:wpaper:2015/2
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    File URL: http://www.mnb.hu/letoltes/ehl-wp-2015-final-3.pdf
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    References listed on IDEAS

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    1. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    2. Endrész, Marianna & Harasztosi, Péter, 2014. "Corporate foreign currency borrowing and investment: The case of Hungary," Emerging Markets Review, Elsevier, vol. 21(C), pages 265-287.
    3. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2014. "Testing the Unconfoundedness Assumption via Inverse Probability Weighted Estimators of (L)ATT," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(3), pages 395-415, July.
    4. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    5. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    6. Ádám Balog & György Matolcsy & Nagy Márton & Balázs Vonnák, 2014. "Credit crunch in Hungary between 2009 and 2013: is the creditless period over?," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 13(4), pages 11-34.
    7. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    8. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    9. Churm, Rohan & Radia, Amar & Leake, Jeremy & Srinivasan, Sylaja & Whisker, Rishard, 2012. "The Funding for Lending Scheme," Bank of England Quarterly Bulletin, Bank of England, vol. 52(4), pages 306-320.
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    Cited by:

    1. Harasztosi, Péter & Maurin, Laurent & Pál, Rozália & Revoltella, Debora & van der Wielen, Wouter, 2022. "Firm-level policy support during the crisis: So far, so good?," International Economics, Elsevier, vol. 171(C), pages 30-48.
    2. Gereben, Áron & Rop, Anton & Petriček, Matic & Winkler, Adalbert, 2019. "The impact of international financial institutions on small and medium enterprises: The case of EIB lending in Central and Eastern Europe," EIB Working Papers 2019/09, European Investment Bank (EIB).
    3. Péter Gábriel & György Molnár & Judit Várhegyi, 2016. "Fixing an impaired monetary transmission mechanism: the Hungarian experience," BIS Papers chapters, in: Bank for International Settlements (ed.), Inflation mechanisms, expectations and monetary policy, volume 89, pages 179-191, Bank for International Settlements.
    4. Lang, Péter & Drabancz, Áron & El-Meouch Nedim, Márton, 2021. "A koronavírus-járvány miatt bevezetett jegybanki és állami hitelprogramok hatása a magyar foglalkoztatásra [The impact of central-bank and state-loan programmes introduced in Hungarian employment d," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 930-965.
    5. Dinara Khamitovna GALLYAMOVA & Aidar Il'darovich MIFTAKHOV, 2017. "Boosting The Autonomy Of Regional Banking Systems As A Driver Of Economic Development: The Case Of Russia," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 55-68, December.
    6. András László, 2016. "Impact of the Funding for Growth Scheme on the Hungarian economy," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 15(4), pages 65-87.
    7. Hosszú, Zsuzsanna, 2018. "The impact of credit supply shocks and a new Financial Conditions Index based on a FAVAR approach," Economic Systems, Elsevier, vol. 42(1), pages 32-44.

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    More about this item

    Keywords

    funding for lending; program evaluation; difference-in-differences estimation; unconventional monetary policy.;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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