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The Limits of Lending? Banks and Technology Adoption across Russia

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  • Çağatay Bircan
  • Ralph De Haas

Abstract

We exploit historically determined variation in local credit markets to identify the impact of bank lending on innovation across Russian firms. We find that deeper credit markets increase firms’ use of bank credit, their adoption of new products and technologies, and their productivity growth. This relationship is more pronounced in industries farther from the technological frontier, more exposed to import competition, and that export more. These impacts are also stronger for firms near historical R&D centers or railways and in regions with supportive institutions. Consistent with these results, credit markets contribute to economic growth in such regions.Authors have furnished a data set, which is available on the Oxford University Press Web site next to the link to the final published paper online.

Suggested Citation

  • Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
  • Handle: RePEc:oup:rfinst:v:33:y:2020:i:2:p:536-609.
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    1. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    2. , & Lorenz, Jan & ,, 2016. "Innovation vs. imitation and the evolution of productivity distributions," Theoretical Economics, Econometric Society, vol. 11(3), September.
    3. Holmstrom, Bengt, 1989. "Agency costs and innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 12(3), pages 305-327, December.
    4. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    5. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    6. Bai, Jushan & Ng, Serena, 2010. "Instrumental Variable Estimation In A Data Rich Environment," Econometric Theory, Cambridge University Press, vol. 26(6), pages 1577-1606, December.
    7. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    8. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    9. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    10. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    11. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    12. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    13. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    14. Maxim Mironov & Ekaterina Zhuravskaya, 2016. "Corruption in Procurement and the Political Cycle in Tunneling: Evidence from Financial Transactions Data," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 287-321, May.
    15. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    16. Ongena, Steven & Smith, David C., 2001. "The duration of bank relationships," Journal of Financial Economics, Elsevier, vol. 61(3), pages 449-475, September.
    17. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2010. "Bank size or distance: what hampers innovation adoption by SMEs?," Journal of Economic Geography, Oxford University Press, vol. 10(6), pages 845-881, November.
    18. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    19. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    20. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    21. Daniel Berkowitz & Mark Hoekstra & Koen Schoors, 2012. "Does Finance Cause Growth? Evidence from the Origins of Banking in Russia," NBER Working Papers 18139, National Bureau of Economic Research, Inc.
    22. Harold L. Cole & Jeremy Greenwood & Juan M. Sanchez, 2016. "Why Doesn't Technology Flow From Rich to Poor Countries?," Econometrica, Econometric Society, vol. 84(4), pages 1477-1521, July.
    23. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    24. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    25. Lisandra Flach & Michael Irlacher, 2018. "Product versus Process: Innovation Strategies of Multiproduct Firms," American Economic Journal: Microeconomics, American Economic Association, vol. 10(1), pages 236-277, February.
    26. Beck, T.H.L. & Ioannidou, V. & Schäfer, L., 2012. "Foreigners vs. Natives : Bank Lending Technologies and Loan Pricing," Other publications TiSEM 27d1ebf0-b7f4-45fa-8b35-3, Tilburg University, School of Economics and Management.
    27. Swati Dhingra, 2013. "Trading Away Wide Brands for Cheap Brands," American Economic Review, American Economic Association, vol. 103(6), pages 2554-2584, October.
    28. Ufuk Akcigit & Murat Celik & Daron Acemoglu, 2014. "Young, Restless and Creative: Openness to Disruption and Creative Innovations," 2014 Meeting Papers 377, Society for Economic Dynamics.
    29. Koen Schoors, 2003. "The Fate of Russia's Former State Banks: Chronicle of a Restructuring Postponed and a Crisis Foretold," Europe-Asia Studies, Taylor & Francis Journals, vol. 55(1), pages 75-100.
    30. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    31. Abarbanell, Jeffery S. & Meyendorff, Anna, 1997. "Bank Privatization in Post-Communist Russia: The Case of Zhilsotsbank," Journal of Comparative Economics, Elsevier, vol. 25(1), pages 62-96, August.
    32. Nanda, Ramana & Nicholas, Tom, 2014. "Did bank distress stifle innovation during the Great Depression?," Journal of Financial Economics, Elsevier, vol. 114(2), pages 273-292.
    33. Günther G. Schulze & Nikita Zakharov, 2018. "Corruption in Russia - Historic Legacy and Systemic Nature," CESifo Working Paper Series 6864, CESifo.
    34. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    35. Diego Comin & Ramana Nanda, 2019. "Financial Development and Technology Diffusion," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(2), pages 395-419, June.
    36. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    37. Vincent L. Barker , III & George C. Mueller, 2002. "CEO Characteristics and Firm R&D Spending," Management Science, INFORMS, vol. 48(6), pages 782-801, June.
    38. 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.
    39. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    40. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    41. George Garvy, 1977. "Introduction to "Money, Financial Flows, and Credit in the Soviet Union"," NBER Chapters, in: Money, Financial Flows, and Credit in the Soviet Union, pages 1-12, National Bureau of Economic Research, Inc.
    42. Beck, T.H.L. & Degryse, H.A. & de Haas, R. & van Horen, N., 2014. "When Arm’s Length is Too Far : Relationship Banking over the Business Cycle," Other publications TiSEM 29d22f6a-3971-4165-8d51-4, Tilburg University, School of Economics and Management.
    43. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    44. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    45. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    46. Peters, Bettina & Roberts, Mark J. & Vuong, Van Anh, 2022. "Firm R&D investment and export market exposure," Research Policy, Elsevier, vol. 51(10).
    47. Vernon Henderson & Adam Storeygard & David N. Weil, 2011. "A Bright Idea for Measuring Economic Growth," American Economic Review, American Economic Association, vol. 101(3), pages 194-199, May.
    48. Nicola Cetorelli & Michele Gambera, 2001. "Banking Market Structure, Financial Dependence and Growth: International Evidence from Industry Data," Journal of Finance, American Finance Association, vol. 56(2), pages 617-648, April.
    49. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    50. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    51. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    52. Martin Strieborny & Madina Kukenova, 2016. "Investment in Relationship-Specific Assets: Does Finance Matter?," Review of Finance, European Finance Association, vol. 20(4), pages 1487-1515.
    53. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    54. de la Fuente, Angel & Marin, JoseMaria, 1996. "Innovation, bank monitoring, and endogenous financial development," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 269-301, October.
    55. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    56. Kuzmina, Olga & Volchkova, Natalya & Zueva, Tatiana, 2014. "Foreign direct investment and governance quality in Russia," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 874-891.
    57. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    58. Chiburis, Richard C. & Das, Jishnu & Lokshin, Michael, 2012. "A practical comparison of the bivariate probit and linear IV estimators," Economics Letters, Elsevier, vol. 117(3), pages 762-766.
    59. Flach, Lisandra & Irlacher, Michael, 2014. "Product versus Process," Discussion Papers in Economics 21022, University of Munich, Department of Economics.
    60. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 173-222.
    61. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    62. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    63. Randolph Luca Bruno & Maria Bytchkova & Saul Estrin, 2013. "Institutional Determinants of New Firm Entry in Russia: A Cross-Regional Analysis," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1740-1749, December.
    64. Yuriy Gorodnichenko & Monika Schnitzer, 2013. "Financial Constraints And Innovation: Why Poor Countries Don'T Catch Up," Journal of the European Economic Association, European Economic Association, vol. 11(5), pages 1115-1152, October.
    65. Atif Mian, 2006. "Distance Constraints: The Limits of Foreign Lending in Poor Economies," Journal of Finance, American Finance Association, vol. 61(3), pages 1465-1505, June.
    66. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    67. Aghion, Philippe & Akcigit, Ufuk & Howitt, Peter, 2014. "What Do We Learn From Schumpeterian Growth Theory?," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 0, pages 515-563, Elsevier.
    68. 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.
    69. George Garvy, 1977. "Appendix to "Money, Financial Flows, and Credit in the Soviet Union"," NBER Chapters, in: Money, Financial Flows, and Credit in the Soviet Union, pages 190-218, National Bureau of Economic Research, Inc.
    70. Julian Atanassov, 2016. "Arm’s Length Financing and Innovation: Evidence from Publicly Traded Firms," Management Science, INFORMS, vol. 62(1), pages 128-155, January.
    71. Wang, Jin, 2013. "The economic impact of Special Economic Zones: Evidence from Chinese municipalities," Journal of Development Economics, Elsevier, vol. 101(C), pages 133-147.
    72. Holmström, Bengt, 1989. "Agency Costs and Innovation," Working Paper Series 214, Research Institute of Industrial Economics.
    73. Hall, Bronwyn H. & Khan, Beethika, 2003. "Adoption of New Technology," Department of Economics, Working Paper Series qt3wg4p528, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    74. Johan Hombert & Adrien Matray, 2017. "The Real Effects of Lending Relationships on Innovative Firms and Inventor Mobility," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2413-2445.
    75. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    76. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    77. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    78. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    79. 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.
    80. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    81. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    82. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, February.
    83. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    84. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    85. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders and Product Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
    86. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages 54-72, February.
    87. George Garvy, 1977. "The Banking System," NBER Chapters, in: Money, Financial Flows, and Credit in the Soviet Union, pages 52-75, National Bureau of Economic Research, Inc.
    88. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    89. Mansfield, Edwin & Schwartz, Mark & Wagner, Samuel, 1981. "Imitation Costs and Patents: An Empirical Study," Economic Journal, Royal Economic Society, vol. 91(364), pages 907-918, December.
    90. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    91. Bellows, John & Miguel, Edward, 2009. "War and local collective action in Sierra Leone," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1144-1157, December.
    92. repec:zbw:bofitp:2014_014 is not listed on IDEAS
    93. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    94. repec:hhs:bofitp:2012_010 is not listed on IDEAS
    95. Shanker Satyanath & Nico Voigtländer & Hans-Joachim Voth, 2017. "Bowling for Fascism: Social Capital and the Rise of the Nazi Party," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 478-526.
    96. Pagano, Marco, 1993. "Financial markets and growth: An overview," European Economic Review, Elsevier, vol. 37(2-3), pages 613-622, April.
    97. Smith, Adam, 1776. "An Inquiry into the Nature and Causes of the Wealth of Nations," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number smith1776.
    98. 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.
    99. Bera, A.K. & Machado, J.A.F., 1990. "Estimation of Systematic Risk Using Bayesian Analysis with Hierarchical and Non-normal Priors," University of Western Ontario, Departmental Research Report Series 9008, University of Western Ontario, Department of Economics.
    100. Michael Alexeev & Shlomo Weber, 2013. "Russian economy, the," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    101. Svetlana Ledyaeva & Päivi Karhunen & John Whalley, 2013. "Offshore jurisdictions (including Cyprus), corruption money laundering and Russian round-trip investment," NBER Working Papers 19019, National Bureau of Economic Research, Inc.
    102. Philippe Aghion & Enisse Kharroubi, 2013. "Cyclical macroeconomic policy, financial regulation and economic growth," BIS Working Papers 434, Bank for International Settlements.
    103. Popov, Alexander & Udell, Gregory F., 2012. "Cross-border banking, credit access, and the financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 147-161.
    104. Weingast, Barry R, 1995. "The Economic Role of Political Institutions: Market-Preserving Federalism and Economic Development," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 11(1), pages 1-31, April.
    105. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    106. George Garvy, 1977. "The Origins and Evolution of the Soviet Banking System: An Historical Perspective," NBER Chapters, in: Money, Financial Flows, and Credit in the Soviet Union, pages 13-35, National Bureau of Economic Research, Inc.
    107. Alberto Galasso & Timothy S. Simcoe, 2011. "CEO Overconfidence and Innovation," Management Science, INFORMS, vol. 57(8), pages 1469-1484, August.
    108. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    109. Horstmann, Ignatius & MacDonald, Glenn M & Slivinski, Alan, 1985. "Patents as Information Transfer Mechanisms: To Patent or (Maybe) Not to Patent," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 837-858, October.
    110. George Garvy, 1977. "Money, Financial Flows, and Credit in the Soviet Union," NBER Books, National Bureau of Economic Research, Inc, number garv77-1, March.
    111. Berkowitz, Daniel & Hoekstra, Mark & Schoors, Koen, 2014. "Bank privatization, finance, and growth," Journal of Development Economics, Elsevier, vol. 110(C), pages 93-106.
    112. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    113. Butler, Alexander W. & Cornaggia, Jess, 2011. "Does access to external finance improve productivity? Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 99(1), pages 184-203, January.
    114. Maxim Mironov, 2013. "Taxes, Theft, and Firm Performance," Journal of Finance, American Finance Association, vol. 68(4), pages 1441-1472, August.
    115. Brown, David & Fay, Marianne & V. Lall, Somik & Gun Wang, Hyoung & Felkner, John, 2008. "Death of distance? Economic implications of infrastructure improvement in Russia," EIB Papers 10/2008, European Investment Bank, Economics Department.
    116. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    117. Philippe Aghion, Antonin Bergeaud, Matthieu Lequien, Marc J. Melitz, 2018. "The Impact of Exports on Innovation: Theory and Evidence," Working papers 678, Banque de France.
    118. Beck, Thorsten & de Haas, Ralph & Degryse, Hans & Van Horen, Neeltje, 2014. "When Arm’s Length Is Too Far. Relationship Banking over the Business Cycle," CEPR Discussion Papers 10050, C.E.P.R. Discussion Papers.
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    19. repec:bof:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    20. Di Ubaldo, Mattia, 2016. "Firms and trade in downturns," Economics PhD Theses 0416, Department of Economics, University of Sussex Business School.
    21. Gu, Leilei & Ni, Xiaoran & Peng, Yuchao & Zhang, Huilin, 2020. "Entry of foreign banks, state ownership, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    22. repec:hhs:bofitp:2012_010 is not listed on IDEAS
    23. Lin Tian & Liang Han, 2019. "How local is local? Evidence from bank competition and corporate innovation in U.S," Review of Quantitative Finance and Accounting, Springer, vol. 52(1), pages 289-324, January.
    24. Berkowitz, Daniel & Hoekstra, Mark & Schoors, Koen, 2014. "Bank privatization, finance, and growth," Journal of Development Economics, Elsevier, vol. 110(C), pages 93-106.

    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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