IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v18y2012i1p151-165.html
   My bibliography  Save this article

Access to private equity and real firm activity: Evidence from PIPEs

Author

Listed:
  • Brown, James R.
  • Floros, Ioannis V.

Abstract

We study how access to private equity financing affects real firm activities using a broad panel of publicly traded U.S. firms that raise external equity through private placements (PIPEs) between 1995 and 2008. The public firms relying on PIPEs are generally small, high-tech firms that cannot finance investment internally and likely face severe external financing constraints; PIPEs are by far the most important source of finance for these firms. We show that firms use PIPE inflows to maintain extremely high R&D investment ratios and to build substantial cash reserves. We also use GMM techniques that control for firm-specific effects and the endogeneity of the decision to raise private equity and find that PIPE funding has a substantial impact on corporate investment in cash reserves and R&D, and a smaller but significant impact on investment in non-cash working capital, but little impact on fixed investment or acquisitions. Our estimates indicate that R&D investment initially increases by $0.20–$0.25 for each dollar of private equity flowing into the firm, and that PIPE funds initially invested in cash ultimately go to R&D. These findings offer direct evidence that access to private equity finance has an important effect on the key input that drives innovation at the firm- and economy-wide levels.

Suggested Citation

  • Brown, James R. & Floros, Ioannis V., 2012. "Access to private equity and real firm activity: Evidence from PIPEs," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 151-165.
  • Handle: RePEc:eee:corfin:v:18:y:2012:i:1:p:151-165
    DOI: 10.1016/j.jcorpfin.2011.11.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119911001222
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2011.11.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    2. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    3. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    4. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    5. Michael Hertzel & Michael Lemmon & James S. Linck & Lynn Rees, 2002. "Long‐Run Performance following Private Placements of Equity," Journal of Finance, American Finance Association, vol. 57(6), pages 2595-2617, December.
    6. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    7. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    8. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    9. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    10. 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.
    11. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    12. Dai, Na, 2011. "Monitoring via staging: Evidence from Private investments in public equity," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3417-3431.
    13. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    14. Wruck, Karen Hopper, 1989. "Equity ownership concentration and firm value : Evidence from private equity financings," Journal of Financial Economics, Elsevier, vol. 23(1), pages 3-28, June.
    15. Krishnamurthy, Srinivasan & Spindt, Paul & Subramaniam, Venkat & Woidtke, Tracie, 2005. "Does investor identity matter in equity issues? Evidence from private placements," Journal of Financial Intermediation, Elsevier, vol. 14(2), pages 210-238, April.
    16. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    17. Fama, Eugene F. & French, Kenneth R., 2004. "New lists: Fundamentals and survival rates," Journal of Financial Economics, Elsevier, vol. 73(2), pages 229-269, August.
    18. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    19. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    20. Opler, Tim C & Titman, Sheridan, 1994. "Financial Distress and Corporate Performance," Journal of Finance, American Finance Association, vol. 49(3), pages 1015-1040, July.
    21. Kim, Woojin & Weisbach, Michael S., 2008. "Motivations for public equity offers: An international perspective," Journal of Financial Economics, Elsevier, vol. 87(2), pages 281-307, February.
    22. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    23. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    24. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    25. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    26. Chen, Hsuan-Chi & Dai, Na & Schatzberg, John D., 2010. "The choice of equity selling mechanisms: PIPEs versus SEOs," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 104-119, February.
    27. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
    28. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    29. Dai, Na, 2007. "Does investor identity matter? An empirical examination of investments by venture capital funds and hedge funds in PIPEs," Journal of Corporate Finance, Elsevier, vol. 13(4), pages 538-563, September.
    30. Heitor Almeida & Murillo Campello & Antonio F. Galvao, 2010. "Measurement Errors in Investment Equations," The Review of Financial Studies, Society for Financial Studies, vol. 23(9), pages 3279-3328.
    31. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    32. Inmoo Lee & Scott Lochhead & Jay Ritter & Quanshui Zhao, 1996. "The Costs Of Raising Capital," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(1), pages 59-74, March.
    33. Faulkender, Michael & Flannery, Mark J. & Hankins, Kristine Watson & Smith, Jason M., 2012. "Cash flows and leverage adjustments," Journal of Financial Economics, Elsevier, vol. 103(3), pages 632-646.
    34. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    35. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    36. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    37. Enrica Detragiache & Thierry Tressel & Poonam Gupta, 2008. "Foreign Banks in Poor Countries: Theory and Evidence," Journal of Finance, American Finance Association, vol. 63(5), pages 2123-2160, October.
    38. Wu, YiLin, 2004. "The choice of equity-selling mechanisms," Journal of Financial Economics, Elsevier, vol. 74(1), pages 93-119, October.
    39. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    40. Dennis P. Quinn & A. Maria Toyoda, 2008. "Does Capital Account Liberalization Lead to Growth?," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1403-1449, May.
    41. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    42. David McLean, R., 2011. "Share issuance and cash savings," Journal of Financial Economics, Elsevier, vol. 99(3), pages 693-715, March.
    43. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-152, May.
    44. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    45. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    46. Kamien, Morton I & Schwartz, Nancy L, 1978. "Self-Financing of an R&D Project," American Economic Review, American Economic Association, vol. 68(3), pages 252-261, June.
    47. David J. Brophy & Paige P. Ouimet & Clemens Sialm, 2009. "Hedge Funds as Investors of Last Resort?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 541-574, February.
    48. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    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. Ewa Kopczynska & Joao J. Ferreira, 2020. "Smart Specialization as a New Strategic Framework: Innovative and Competitive Capacity in European Context," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 530-557, June.
    2. Ioannis V. Floros & Nandu J. Nagarajan & Shiva Sivaramakrishnan, 2020. "The certification role of insider participation in PIPEs," Review of Quantitative Finance and Accounting, Springer, vol. 54(4), pages 1417-1447, May.
    3. Bostan, Ibrahim & Spatareanu, Mariana, 2018. "Financing innovation through minority acquisitions," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 418-432.
    4. Didier, Tatiana & Levine, Ross & Llovet Montanes, Ruth & Schmukler, Sergio L., 2021. "Capital market financing and firm growth," Journal of International Money and Finance, Elsevier, vol. 118(C).
    5. Hsu, Ching-Yu & Chen, Sheng-Syan & Huang, Chia-Wei, 2021. "Board independence and PIPE offerings," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 478-500.
    6. Andriosopoulos, Dimitris & Panetsidou, Styliani, 2021. "A global analysis of Private Investments in Public Equity," Journal of Corporate Finance, Elsevier, vol. 69(C).
    7. John, Kose & Mateti, Ravi S. & Vasudevan, Gopala & Amira, Khaled, 2016. "Investor protection and firm value: Evidence from PIPE offerings," Journal of Financial Stability, Elsevier, vol. 26(C), pages 78-89.
    8. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "Stock markets, credit markets, and technology-led growth," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 45-59.
    9. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "What promotes R&D? Comparative evidence from around the world," Research Policy, Elsevier, vol. 46(2), pages 447-462.
    10. Nakajima, Kan & Sasaki, Takafumi, 2016. "Bank dependence and corporate propensity to save," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 150-165.
    11. Knyazeva, Anzhela, 2019. "Financial innovation in microcap public offerings," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 283-305.
    12. Ziyang Li & Qianwei Ying & Wu Yan & Chenjun Fan, 2022. "Does just‐in‐time adoption have an impact on corporate innovation: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1599-1635, April.
    13. Miller, Steph & HOFFER, ADAM & Wille, David, 2016. "Small-Business Financing after the Financial Crisis: Lessons from the Literature," Working Papers 07306, George Mason University, Mercatus Center.
    14. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    15. Chen, Sheng-Syan & Hsu, Ching-Yu & Huang, Chia-Wei, 2016. "The white squire defense: Evidence from private investments in public equity," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 16-35.
    16. Fee, C. Edward & Hadlock, Charles J. & Pierce, Joshua R., 2012. "What happens in acquisitions?," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 584-597.

    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. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    2. Lööf, Hans & Martinsson, Gustav & Mohammadi, Ali, 2017. "Finance and Innovative Investment in Environmental Technology: The Case of Sweden," Working Paper Series in Economics and Institutions of Innovation 445, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Borisova, Ginka & Brown, James R., 2013. "R&D sensitivity to asset sale proceeds: New evidence on financing constraints and intangible investment," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 159-173.
    4. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    5. Christopher F. Baum & Mustafa Caglayan & Oleksandr Talavera, 2013. "The Effects of Future Capital Investment and R&D Expenditures on Firms' Liquidity," Review of International Economics, Wiley Blackwell, vol. 21(3), pages 459-474, August.
    6. Sasaki, Takafumi, 2016. "Financial cash flows and research and development investment," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 1-15.
    7. Muhammad Kaleem Khan & Ahmad Kaleem & Salman Zulfiqar & Umair Akram, 2019. "Innovation Investment: Behaviour Of Chinese Firms Towards Financing Sources," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-29, October.
    8. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    9. Söhnke M. Bartram, 2017. "Corporate Postretirement Benefit Plans and Real Investment," Management Science, INFORMS, vol. 63(2), pages 355-383, February.
    10. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    11. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    12. Sasidharan, Subash & Jijo Lukose, P.J. & Komera, Surenderrao, 2015. "Financing constraints and investments in R&D: Evidence from Indian manufacturing firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 28-39.
    13. Drobetz, Wolfgang & Gounopoulos, Dimitrios & Merikas, Andreas & Schröder, Henning, 2013. "Capital structure decisions of globally-listed shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 52(C), pages 49-76.
    14. Brown, James R. & Petersen, Bruce C., 2015. "Which investments do firms protect? Liquidity management and real adjustments when access to finance falls sharply," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 441-465.
    15. Machokoto, Michael & Areneke, Geofry, 2020. "Does innovation and financial constraints affect the propensity to save in emerging markets?," Research in International Business and Finance, Elsevier, vol. 52(C).
    16. Laurence Booth & Christos Ntantamis & Jun Zhou, 2015. "Financial Constraints, R&D Investment, and the Value of Cash Holdings," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(04), pages 1-24, December.
    17. Milani, Sahar & Neumann, Rebecca, 2022. "R&D, patents, and financing constraints of the top global innovative firms," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 546-567.
    18. Maurizio Rocca & Raffaele Staglianò & Tiziana Rocca & Alfio Cariola & Ekaterina Skatova, 2019. "Cash holdings and SME performance in Europe: the role of firm-specific and macroeconomic moderators," Small Business Economics, Springer, vol. 53(4), pages 1051-1078, December.
    19. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2015. "In search of robust methods for dynamic panel data models in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 84-98.
    20. Abdul Rashid & Noshaba Jabeen, 2018. "Financial frictions and the cash flow – external financing sensitivity: evidence from a panel of Pakistani firms," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-20, December.

    More about this item

    Keywords

    Private equity; Private investment in public equity; PIPEs; Cash holdings; R&D; Innovation;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:eee:corfin:v:18:y:2012:i:1:p:151-165. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    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.