IDEAS home Printed from https://ideas.repec.org/p/inn/wpaper/2019-14.html
   My bibliography  Save this paper

Size matters? Impact evaluation of business development grants on SME performance

Author

Listed:
  • Stjepan Srhoj
  • Michael Lapinski
  • Janette Walde

Abstract

Many international organisations emphasize the need of public grant schemes evaluations. An evaluation provides the opportunity to assess the socio-economic impact achieved by the grant and allows for a refinement of such policy instruments in order to make public funding more effective in achieving the objectives. In this paper, we investigate the effects of a business development grant scheme. More specifically we question whether firms' performance measures increased after participating in this grant scheme. Methodically, we match grant receiving firms with grant non-receivers and estimate the average treatment effect on the treated using a two way fixed effects regression. Our results point towards a positive effect of the grant scheme, which is particularly evident for firms of smaller size. Our estimated dose-response functions show that the share of grant amount in firm profits needs to be high enough for the grants to be effective. According to back-of-the envelope analysis, benefits outweigh the direct scheme costs.

Suggested Citation

  • Stjepan Srhoj & Michael Lapinski & Janette Walde, 2019. "Size matters? Impact evaluation of business development grants on SME performance," Working Papers 2019-14, Faculty of Economics and Statistics, Universität Innsbruck.
  • Handle: RePEc:inn:wpaper:2019-14
    as

    Download full text from publisher

    File URL: https://www2.uibk.ac.at/downloads/c4041030/wpaper/2019-14.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    2. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    3. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    4. Dirk Czarnitzki & Hanna Hottenrott & Susanne Thorwarth, 2011. "Industrial research versus development investment: the implications of financial constraints," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(3), pages 527-544.
    5. Castellani, Davide & Fassio, Claudio, 2019. "From new imported inputs to new exported products. Firm-level evidence from Sweden," Research Policy, Elsevier, vol. 48(1), pages 322-338.
    6. Anže Burger & Matija Rojec, 2018. "Impotence of Crisis-Motivated Subsidization of Firms: The Case of Slovenia," Eastern European Economics, Taylor & Francis Journals, vol. 56(2), pages 122-148, March.
    7. Vos, Ed & Yeh, Andy Jia-Yuh & Carter, Sara & Tagg, Stephen, 2007. "The happy story of small business financing," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2648-2672, September.
    8. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    10. Alex Coad & Stjepan Srhoj, 0. "Catching Gazelles with a Lasso: Big data techniques for the prediction of high-growth firms," Small Business Economics, Springer, vol. 0, pages 1-25.
    11. Jerzy Michalek & Pavel Ciaian & D'Artis Kancs, 2016. "Investment Crowding Out: Firm-Level Evidence from Northern Germany," Regional Studies, Taylor & Francis Journals, vol. 50(9), pages 1579-1594, September.
    12. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    13. Alex Coad & Stjepan Srhoj, 2020. "Catching Gazelles with a Lasso: Big data techniques for the prediction of high-growth firms," Small Business Economics, Springer, vol. 55(3), pages 541-565, October.
    14. Anoosheh Rostamkalaei & Mark Freel, 2016. "The cost of growth: small firms and the pricing of bank loans," Small Business Economics, Springer, vol. 46(2), pages 255-272, February.
    15. Girma, Sourafel & Görg, Holger & Strobl, Eric & Walsh, Frank, 2008. "Creating jobs through public subsidies: An empirical analysis," Labour Economics, Elsevier, vol. 15(6), pages 1179-1199, December.
    16. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    17. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    18. Stjepan Srhoj & Bruno Škrinjarić & Sonja Radas, 2021. "Bidding against the odds? The impact evaluation of grants for young micro and small firms during the recession," Small Business Economics, Springer, vol. 56(1), pages 83-103, January.
    19. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    20. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    21. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    22. 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.
    23. Bernini, Cristina & Pellegrini, Guido, 2011. "How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy," Regional Science and Urban Economics, Elsevier, vol. 41(3), pages 253-265, May.
    24. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    25. Radosevic, Slavo & Yoruk, Esin, 2018. "Technology upgrading of middle income economies: A new approach and results," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 56-75.
    26. Massimo G. Colombo & Silvia Giannangeli & Luca Grilli, 2013. "Public subsidies and the employment growth of high-tech start-ups: assessing the impact of selective and automatic support schemes," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1273-1314, October.
    27. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    28. Bah, El-hadj & Brada, Josef C. & Yigit, Taner, 2011. "With a little help from our friends: The effect of USAID assistance on SME growth in a transition economy," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 205-220, June.
    29. Inés Butler & Gabriela Galassi & Hernán Ruffo, 2016. "Public funding for startups in Argentina: an impact evaluation," Small Business Economics, Springer, vol. 46(2), pages 295-309, February.
    30. Gustavo Crespi & Lucas Figal Garone & Alessandro Maffioli & Marcela Melendez, 2015. "Long-Term Productivity Effects of Public Support to Innovation in Colombia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(1), pages 48-64, January.
    31. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    32. Ho, Daniel & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2011. "MatchIt: Nonparametric Preprocessing for Parametric Causal Inference," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i08).
    33. 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.
    34. José Martí & Anita Quas, 2018. "A beacon in the night: government certification of SMEs towards banks," Small Business Economics, Springer, vol. 50(2), pages 397-413, February.
    35. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    36. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    37. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    38. Alex Coad & Marc Cowling & Josh Siepel, 2017. "Growth processes of high-growth firms as a four-dimensional chicken and egg," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(4), pages 537-554.
    39. Clausen, Tommy H., 2009. "Do subsidies have positive impacts on R&D and innovation activities at the firm level?," Structural Change and Economic Dynamics, Elsevier, vol. 20(4), pages 239-253, December.
    40. van der Wal, Willem M. & Geskus, Ronald B., 2011. "ipw: An R Package for Inverse Probability Weighting," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 43(i13).
    41. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    42. Jakob Munch & Georg Schaur, 2018. "The Effect of Export Promotion on Firm-Level Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 357-387, February.
    43. 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.
    44. Trinh Le & Adam B. Jaffe, 2017. "The impact of R&D subsidy on innovation: evidence from New Zealand firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(5), pages 429-452, July.
    45. 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.
    46. Mark Freel & Rebecca Liu & Christian Rammer, 2019. "The export additionality of innovation policy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(5), pages 1257-1277.
    47. Hottenrott, Hanna & Lopes-Bento, Cindy & Veugelers, Reinhilde, 2017. "Direct and cross scheme effects in a research and development," Research Policy, Elsevier, vol. 46(6), pages 1118-1132.
    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. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
    2. Muraközy, Balázs & Telegdy, Álmos, 2023. "The effects of EU-funded enterprise grants on firms and workers," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 216-234.
    3. Amina Ika Micah, 2022. "Three essays on access to credit and financial shock in Nigeria," Economics PhD Theses 0422, Department of Economics, University of Sussex Business School.
    4. Srhoj, Stjepan & Walde, Janette, 2020. "Getting ready for EU Single Market: The effect of export-oriented grant schemes on firm performance," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 279-293.
    5. Marjan Petreski, 2022. "State Aid Causing Distinct Incentives? Quasi-Experimental Measurement of the Effects of Grants on Private Enterprises in North Macedonia," Evaluation Review, , vol. 46(2), pages 200-230, April.

    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. Stjepan Srhoj & Michal Lapinski & Janette Walde, 2021. "Impact evaluation of business development grants on SME performance," Small Business Economics, Springer, vol. 57(3), pages 1285-1301, October.
    2. Srhoj, Stjepan & Walde, Janette, 2020. "Getting ready for EU Single Market: The effect of export-oriented grant schemes on firm performance," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 279-293.
    3. Stjepan Srhoj & Bruno Škrinjarić & Sonja Radas, 2021. "Bidding against the odds? The impact evaluation of grants for young micro and small firms during the recession," Small Business Economics, Springer, vol. 56(1), pages 83-103, January.
    4. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    5. Zhao, Bo & Ziedonis, Rosemarie, 2020. "State governments as financiers of technology startups: Evidence from Michigan's R&D loan program," Research Policy, Elsevier, vol. 49(4).
    6. Colombo, Massimo G. & Croce, Annalisa & Guerini, Massimiliano, 2013. "The effect of public subsidies on firms’ investment–cash flow sensitivity: Transient or persistent?," Research Policy, Elsevier, vol. 42(9), pages 1605-1623.
    7. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
    8. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
    9. Peter Mayerhofer, 2016. "Unternehmensinvestitionen in den österreichischen Bundesländern. Entwicklung – Struktur – Funktion regionaler Förderung," WIFO Studies, WIFO, number 58936, Juni.
    10. Aurélien Quignon & Nadine Levratto, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," EconomiX Working Papers 2021-34, University of Paris Nanterre, EconomiX.
    11. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna, 2015. "UK and EU subsidies and private R&D investment: Is there input additionality?," MPRA Paper 68009, University Library of Munich, Germany, revised 16 Nov 2015.
    12. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2016. "Radical or incremental: Where does R&D policy hit?," Research Policy, Elsevier, vol. 45(4), pages 869-883.
    13. Silva Filipe & Carreira Carlos, 2017. "Financial Constraints: Do They Matter to Allocate R&D Subsidies?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-26, October.
    14. Nathaniel Lane, 2020. "The New Empirics of Industrial Policy," Journal of Industry, Competition and Trade, Springer, vol. 20(2), pages 209-234, June.
    15. Alexandre, Fernando & Chaves, Miguel & Portela, Miguel, 2022. "Investment Grants and Firms' Productivity: How Effective Is a Grant Booster Shot?," IZA Discussion Papers 15779, Institute of Labor Economics (IZA).
    16. Lee, Jeongwon & Hwang, Junseok & Kim, Hana, 2022. "Different government support effects on emerging and mature ICT sectors," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    17. Bettina Becker, 2020. "The Impact of Innovation Policy on Firm Innovation and Performance: A Review of Recent Research Developments," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 10-15, January.
    18. Raphaël CHIAPPINI & Sophie POMMET, 2023. "The impact of public support for innovation on SME performance and efficiency," Bordeaux Economics Working Papers 2023-06, Bordeaux School of Economics (BSE).
    19. Kärnä, Anders & Karlsson, Johan & Engberg, Erik & Svensson, Peter, 2020. "Political Failure: A Missing Piece in Innovation Policy Analysis," Working Paper Series 1334, Research Institute of Industrial Economics, revised 21 Apr 2022.
    20. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2020. "The impact of external R&D financing on innovation process from a supply-demand perspective," Economic Modelling, Elsevier, vol. 92(C), pages 375-387.

    More about this item

    Keywords

    business development grants; policy evaluation; two-way fixed effects regression; matching; heterogeneous treatment effects; dose-response-function;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • G01 - Financial Economics - - General - - - Financial Crises
    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • H50 - Public Economics - - National Government Expenditures and Related Policies - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:inn:wpaper:2019-14. 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: Janette Walde (email available below). General contact details of provider: https://edirc.repec.org/data/fuibkat.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.