IDEAS home Printed from https://ideas.repec.org/p/zbw/eifwps/201955.html
   My bibliography  Save this paper

The European venture capital landscape: an EIF perspective. Volume V: The economic impact of VC investments supported by the EIF

Author

Listed:
  • Pavlova, Elitsa
  • Signore, Simone

Abstract

This paper examines the impact of venture capital (VC) investments supported by the EIF on the financial growth and performance of young and innovative firms. Using a novel dataset covering European start-ups supported by VC in the years 2007 to 2014, we generate a counterfactual group of non-VCbacked firms through a combination of exact and propensity score matching. To offset the relatively limited set of observables allowed by our data, we estimate treatment propensity using a series of innovative measures based on machine learning, network theory, and satellite imagery analysis. Our results document the positive effects of EIF-supported VC investments on start-up performance, as measured through various financial indicators (e.g. assets, revenue, employment). We find that VC financing enables start-ups to prioritise long-term growth, trading off short- to medium-term profitability if necessary. Overall, our work provides meaningful evidence towards the positive effects of EIF-supported VC investment on the financial growth of young and innovative businesses in Europe.

Suggested Citation

  • Pavlova, Elitsa & Signore, Simone, 2019. "The European venture capital landscape: an EIF perspective. Volume V: The economic impact of VC investments supported by the EIF," EIF Working Paper Series 2019/55, European Investment Fund (EIF).
    • Handle: RePEc:zbw:eifwps:201955
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/196152/1/1663567921.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bertoni, Fabio & Tykvová, Tereza, 2015. "Does governmental venture capital spur invention and innovation? Evidence from young European biotech companies," Research Policy, Elsevier, vol. 44(4), pages 925-935.
    2. Michael Peneder, 2009. "The impact of venture capital on innovation behaviour and firm growth," Venture Capital, Taylor & Francis Journals, vol. 12(2), pages 83-107, November.
    3. Andreas Rauch & Johan Wiklund & G.T. Lumpkin & Michael Frese, 2009. "Entrepreneurial Orientation and Business Performance: An Assessment of past Research and Suggestions for the Future," Entrepreneurship Theory and Practice, , vol. 33(3), pages 761-787, May.
    4. Cumming, Douglas J. & MacIntosh, Jeffrey G., 2006. "Crowding out private equity: Canadian evidence," Journal of Business Venturing, Elsevier, vol. 21(5), pages 569-609, September.
    5. Manigart, Sophie & De Waele, Koen & Wright, Mike & Robbie, Ken & Desbrieres, Philippe & Sapienza, Harry J. & Beekman, Amy, 2002. "Determinants of required return in venture capital investments: a five-country study," Journal of Business Venturing, Elsevier, vol. 17(4), pages 291-312, July.
    6. Frédéric Dobruszkes & Moshe Givoni & Timothy Vowles, 2017. "Hello major airports, goodbye regional airports? Recent changes in European and US low-cost airline airport choice," ULB Institutional Repository 2013/239911, ULB -- Universite Libre de Bruxelles.
    7. Burghouwt, Guillaume & Hakfoort, Jacco & Ritsema van Eck, Jan, 2003. "The spatial configuration of airline networks in Europe," Journal of Air Transport Management, Elsevier, vol. 9(5), pages 309-323.
    8. Sampsa Samila & Olav Sorenson, 2011. "Venture Capital, Entrepreneurship, and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 338-349, February.
    9. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    10. 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.
    11. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    12. Macmillan, Ian C. & Zemann, Lauriann & Subbanarasimha, P. N., 1987. "Criteria distinguishing successful from unsuccessful ventures in the venture screening process," Journal of Business Venturing, Elsevier, vol. 2(2), pages 123-137.
    13. Terttu Luukkonen & Matthias Deschryvere & Fabio Bertoni, 2013. "The value added by government venture capital funds compared with independent venture capital funds," Post-Print hal-02312981, HAL.
    14. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    15. James A. Brander & Edward Egan & Thomas F. Hellmann, 2010. "Government Sponsored versus Private Venture Capital: Canadian Evidence," NBER Chapters, in: International Differences in Entrepreneurship, pages 275-320, National Bureau of Economic Research, Inc.
    16. James A. Brander & Qianqian Du & Thomas Hellmann, 2015. "The Effects of Government-Sponsored Venture Capital: International Evidence," Review of Finance, European Finance Association, vol. 19(2), pages 571-618.
    17. Fabio Bertoni & Diego D’Adda & Luca Grilli, 2016. "Cherry-picking or frog-kissing? A theoretical analysis of how investors select entrepreneurial ventures in thin venture capital markets," Small Business Economics, Springer, vol. 46(3), pages 391-405, March.
    18. Jeng, Leslie A. & Wells, Philippe C., 2000. "The determinants of venture capital funding: evidence across countries," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 241-289, September.
    19. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    20. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    21. Steven N. Kaplan & Per Strömberg, 2003. "Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 281-315.
    22. Rin, Marco Da & Hellmann, Thomas & Puri, Manju, 2013. "A Survey of Venture Capital Research," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 573-648, Elsevier.
    23. Tyzoon T. Tyebjee & Albert V. Bruno, 1984. "A Model of Venture Capitalist Investment Activity," Management Science, INFORMS, vol. 30(9), pages 1051-1066, September.
    24. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    25. Joe Whittaker & Chris Whitehead & Mark Somers, 2005. "The neglog transformation and quantile regression for the analysis of a large credit scoring database," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 54(5), pages 863-878, November.
    26. Engel, Dirk & Keilbach, Max, 2007. "Firm-level implications of early stage venture capital investment -- An empirical investigation," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 150-167, March.
    27. 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.
    28. Hisrich, Robert D. & Jankowicz, A. D., 1990. "Intuition in venture capital decisions: An exploratory study using a new technique," Journal of Business Venturing, Elsevier, vol. 5(1), pages 49-62, January.
    29. David H. Hsu, 2006. "Venture Capitalists and Cooperative Start-up Commercialization Strategy," Management Science, INFORMS, vol. 52(2), pages 204-219, February.
    30. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    31. Dean A. Shepherd & Andrew Zacharakis, 1999. "Conjoint analysis: A new methodological approach for researching the decision policies of venture capitalists," Venture Capital, Taylor & Francis Journals, vol. 1(3), pages 197-217, July.
    32. Petty, Jeffrey S. & Gruber, Marc, 2011. ""In pursuit of the real deal": A longitudinal study of VC decision making," Journal of Business Venturing, Elsevier, vol. 26(2), pages 172-188, March.
    33. Lemley, Mark, 2000. "Rational Ignorance at the Patent Office," Berkeley Olin Program in Law & Economics, Working Paper Series qt1tc166q2, Berkeley Olin Program in Law & Economics.
    34. Wilken, Dieter & Berster, Peter & Gelhausen, Marc Christopher, 2005. "Airport Choice in Germany - New Empirical Evidence of the German Air Traveller Survey 2003," MPRA Paper 5631, University Library of Munich, Germany.
    35. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    36. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    37. Scott Shane & Daniel Cable, 2002. "Network Ties, Reputation, and the Financing of New Ventures," Management Science, INFORMS, vol. 48(3), pages 364-381, March.
    38. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-984.
    39. Manju Puri & Rebecca Zarutskie, 2012. "On the Life Cycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms," Journal of Finance, American Finance Association, vol. 67(6), pages 2247-2293, December.
    40. Tarek Miloud & Arild Aspelund & Mathieu Cabrol, 2012. "Startup valuation by venture capitalists: an empirical study," Venture Capital, Taylor & Francis Journals, vol. 14(2-3), pages 151-174, February.
    41. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    42. Macmillan, Ian C. & Siegel, Robin & Narasimha, P. N. Subba, 1985. "Criteria used by venture capitalists to evaluate new venture proposals," Journal of Business Venturing, Elsevier, vol. 1(1), pages 119-128.
    43. Laura Bottazzi & Marco Da Rin, 2002. "Venture capital in Europe and the financing of innovative companies [‘Robust financial contracting and the role of venture capitalists’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(34), pages 229-270.
    44. Popov, Alexander & Roosenboom, Peter, 2013. "Venture capital and new business creation," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4695-4710.
    45. Signore, Simone, 2016. "The European venture capital landscape: an EIF perspective. Volume II: Growth patterns of EIF-backed startups," EIF Working Paper Series 2016/38, European Investment Fund (EIF).
    46. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    47. Ingolf Dittmann & Ernst Maug & Johannes Kemper, 2004. "How Fundamental are Fundamental Values? Valuation Methods and their Impact on the Performance of German Venture Capitalists," European Financial Management, European Financial Management Association, vol. 10(4), pages 609-638, December.
    48. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    49. Muzyka, Dan & Birley, Sue & Leleux, Benoit, 1996. "Trade-offs in the investment decisons of European venture capitalists," Journal of Business Venturing, Elsevier, vol. 11(4), pages 273-287, July.
    50. John Armour & Douglas Cumming, 2006. "The legislative road to Silicon Valley," Oxford Economic Papers, Oxford University Press, vol. 58(4), pages 596-635, October.
    51. Busenitz, Lowell W. & Fiet, James O. & Moesel, Douglas D., 2004. "Reconsidering the venture capitalists' "value added" proposition: An interorganizational learning perspective," Journal of Business Venturing, Elsevier, vol. 19(6), pages 787-807, November.
    52. Cumming, Douglas, 2014. "Public economics gone wild: Lessons from venture capital," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 251-260.
    53. Dobruszkes, Frédéric & Givoni, Moshe & Vowles, Timothy, 2017. "Hello major airports, goodbye regional airports? Recent changes in European and US low-cost airline airport choice," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 50-62.
    54. Joseph Gyourko & Albert Saiz & Anita Summers, 2008. "A New Measure of the Local Regulatory Environment for Housing Markets: The Wharton Residential Land Use Regulatory Index," Urban Studies, Urban Studies Journal Limited, vol. 45(3), pages 693-729, March.
    55. Ewens, Michael & Gorbenko, Alexander & Korteweg, Arthur, 2022. "Venture capital contracts," Journal of Financial Economics, Elsevier, vol. 143(1), pages 131-158.
    56. Massimo Colombo & Luca Grilli, 2007. "Funding Gaps? Access To Bank Loans By High-Tech Start-Ups," Small Business Economics, Springer, vol. 29(1), pages 25-46, June.
    57. van der Gaag, Jacques & Vijverberg, Wim, 1988. "A Switching Regression Model for Wage Determinants in the Public and Private Sectors of a Developing Country," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 244-252, May.
    58. Leleux, Benoit & Surlemont, Bernard, 2003. "Public versus private venture capital: seeding or crowding out? A pan-European analysis," Journal of Business Venturing, Elsevier, vol. 18(1), pages 81-104, January.
    59. Kollmann, Tobias & Kuckertz, Andreas, 2010. "Evaluation uncertainty of venture capitalists' investment criteria," Journal of Business Research, Elsevier, vol. 63(7), pages 741-747, July.
    60. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    61. Davila, Antonio & Foster, George & Gupta, Mahendra, 2003. "Venture capital financing and the growth of startup firms," Journal of Business Venturing, Elsevier, vol. 18(6), pages 689-708, November.
    62. Jorge Silva, 2004. "Venture capitalists' decision-making in small equity markets: a case study using participant observation," Venture Capital, Taylor & Francis Journals, vol. 6(2-3), pages 125-145, February.
    63. Tarek Miloud & Arild Aspelund & Mathieu Cabrol, 2012. "Startup valuation by venture capitalists: an empirical study," Post-Print hal-00951664, HAL.
    64. Kraemer-Eis, Helmut & Signore, Simone & Prencipe, Dario, 2016. "The European venture capital landscape: an EIF perspective. Volume I: The impact of EIF on the VC ecosystem," EIF Working Paper Series 2016/34, European Investment Fund (EIF).
    65. Khan, Arshad M., 1987. "Assessing venture capital investments with noncompensatory behavioral decision models," Journal of Business Venturing, Elsevier, vol. 2(3), pages 193-205.
    66. Haeussler, Carolin & Harhoff, Dietmar & Mueller, Elisabeth, 2014. "How patenting informs VC investors – The case of biotechnology," Research Policy, Elsevier, vol. 43(8), pages 1286-1298.
    67. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    68. Croce, Annalisa & Martí, José & Murtinu, Samuele, 2013. "The impact of venture capital on the productivity growth of European entrepreneurial firms: ‘Screening’ or ‘value added’ effect?," Journal of Business Venturing, Elsevier, vol. 28(4), pages 489-510.
    69. 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.
    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. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2019. "European Small Business Finance Outlook: June 2019," EIF Working Paper Series 2019/57, European Investment Fund (EIF).
    2. Pavlova, Elitsa & Signore, Simone, 2021. "The European venture capital landscape: An EIF perspective. Volume VI: The impact of VC on the exit and innovation outcomes of EIF-backed start-ups," EIF Working Paper Series 2021/70, European Investment Fund (EIF).
    3. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2020. "European Small Business Finance Outlook 2020: The impact of COVID-19 on SME financing markets," EIF Working Paper Series 2020/67, European Investment Fund (EIF).
    4. Brault, Julien, 2023. "Recent trends in EU corporate demography and policy: COVID and beyond," EIF Working Paper Series 2023/90, European Investment Fund (EIF).

    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. Annalisa Croce & Jose Martí & Carmelo Reverte, 2019. "The role of private versus governmental venture capital in fostering job creation during the crisis," Small Business Economics, Springer, vol. 53(4), pages 879-900, December.
    2. Rin, Marco Da & Hellmann, Thomas & Puri, Manju, 2013. "A Survey of Venture Capital Research," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 573-648, Elsevier.
    3. Thomas Standaert & Sophie Manigart, 2018. "Government as fund-of-fund and VC fund sponsors: effect on employment in portfolio companies," Small Business Economics, Springer, vol. 50(2), pages 357-373, February.
    4. Pavlova, Elitsa & Signore, Simone, 2021. "The European venture capital landscape: An EIF perspective. Volume VI: The impact of VC on the exit and innovation outcomes of EIF-backed start-ups," EIF Working Paper Series 2021/70, European Investment Fund (EIF).
    5. Grilli, Luca & Murtinu, Samuele, 2014. "Government, venture capital and the growth of European high-tech entrepreneurial firms," Research Policy, Elsevier, vol. 43(9), pages 1523-1543.
    6. Alperovych, Yan & Hübner, Georges & Lobet, Fabrice, 2015. "How does governmental versus private venture capital backing affect a firm's efficiency? Evidence from Belgium," Journal of Business Venturing, Elsevier, vol. 30(4), pages 508-525.
    7. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    8. Anita Quas & Jose Martí & Carmelo Reverte, 2021. "What money cannot buy: a new approach to measure venture capital ability to add non-financial resources," Small Business Economics, Springer, vol. 57(3), pages 1361-1382, October.
    9. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    10. Croce, Annalisa & Martí, José & Murtinu, Samuele, 2013. "The impact of venture capital on the productivity growth of European entrepreneurial firms: ‘Screening’ or ‘value added’ effect?," Journal of Business Venturing, Elsevier, vol. 28(4), pages 489-510.
    11. Jeaneth Johansson & Malin Malmström & Joakim Wincent, 2021. "Sustainable Investments in Responsible SMEs: That’s What’s Distinguish Government VCs from Private VCs," JRFM, MDPI, vol. 14(1), pages 1-22, January.
    12. Tereza Tykvová, 2018. "Venture capital and private equity financing: an overview of recent literature and an agenda for future research," Journal of Business Economics, Springer, vol. 88(3), pages 325-362, May.
    13. Fabio Bertoni & Diego D’Adda & Luca Grilli, 2016. "Cherry-picking or frog-kissing? A theoretical analysis of how investors select entrepreneurial ventures in thin venture capital markets," Small Business Economics, Springer, vol. 46(3), pages 391-405, March.
    14. Lohwasser, Todor S., 2020. "Meta-analyzing the relative performance of venture capital-backed firms," Discussion Papers of the Institute for Organisational Economics 4/2020, University of Münster, Institute for Organisational Economics.
    15. Laura Abrardi & Annalisa Croce & Elisa Ughetto, 2019. "The dynamics of switching between governmental and independent venture capitalists: theory and evidence," Small Business Economics, Springer, vol. 53(1), pages 165-188, June.
    16. Epure, Mircea & Guasch, Martí, 2020. "Debt signaling and outside investors in early stage firms," Journal of Business Venturing, Elsevier, vol. 35(2).
    17. Colombo, Massimo G. & Grilli, Luca, 2010. "On growth drivers of high-tech start-ups: Exploring the role of founders' human capital and venture capital," Journal of Business Venturing, Elsevier, vol. 25(6), pages 610-626, November.
    18. Colombo, Massimo G. & D’Adda, Diego & Quas, Anita, 2019. "The geography of venture capital and entrepreneurial ventures’ demand for external equity," Research Policy, Elsevier, vol. 48(5), pages 1150-1170.
    19. Fabio Bertoni & Massimo G. Colombo & Anita Quas, 2019. "The Role of Governmental Venture Capital in the Venture Capital Ecosystem: An Organizational Ecology Perspective," Entrepreneurship Theory and Practice, , vol. 43(3), pages 611-628, May.
    20. Engberg, Erik & Halvarsson, Daniel & Tingvall, Patrik, 2017. "Direct and Indirect Effects of Private- and Government Sponsored Venture Capital," Ratio Working Papers 288, The Ratio Institute.

    More about this item

    Keywords

    EIF; venture capital; public intervention; real effects; start-ups; machine learning; geospatial analysis; network theory;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • 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:zbw:eifwps:201955. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/eifunlu.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.