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Microeconometric Evidence of Financing Frictions and Innovative Activity

  • Amaresh K. Tiwari
  • Pierre Mohnen
  • Franz Palm
  • Sybrand Schim van der Loeff

Using Dutch data we empirically investigate how financing and innovation vary across firm characteristics. We find that when firms face financial constraints, debt financing and innovation choices are not independent of firm characteristics, and R&D slows down. In the absence of financial constraints, however, as they raise debt, firms become less inclined to innovate and the change in the propensity to innovate no longer varies with firm characteristics. We find that financing constraints faced, propensity to innovate, and R&D intensity are not uniform across firm characteristics. A new “control function” estimator toaccount for heterogeneity and endogeneity has been developed.

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File URL: http://www.cesifo-group.de/portal/page/portal/DocBase_Content/WP/WP-CESifo_Working_Papers/wp-cesifo-2014/wp-cesifo-2014-02/cesifo1_wp4645.pdf
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Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 4645.

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Date of creation: 2014
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Handle: RePEc:ces:ceswps:_4645
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  1. Raymond Wladimir & Mohnen Pierre & Palm Franz & Schim van der Loeff Sybrand, 2006. "Persistence of Innovation in Dutch Manufacturing: Is it Spurious?," Research Memorandum 009, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
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  7. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2006. "Persistence of Innovation in Dutch Manufacturing: Is it Spurious?," CESifo Working Paper Series 1681, CESifo Group Munich.
  8. Whited, Toni M., 2006. "External finance constraints and the intertemporal pattern of intermittent investment," Journal of Financial Economics, Elsevier, vol. 81(3), pages 467-502, September.
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  18. Andrea Gamba & Alexander J. Triantis, 2007. "The Value of Financial Flexibility," Working Papers wpn07-02, Warwick Business School, Finance Group.
  19. Anastasia Semykina & Jeffrey M. Woodridge, 2010. "Estimating Panel Data Models in the Presence of Endogeneity and Selection," Working Papers wp2010_10_01, Department of Economics, Florida State University.
  20. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
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