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Investment in productivity and the long-run effect of financial crises on output

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  • de Ridder, Maarten

Abstract

This paper analyzes the channels through which financial crises exert long-term negative effects on output. Recent models suggest that a shortfall in productivity-enhancing invest- ments temporarily slows technological progress, creating a gap between pre-crisis trend and actual GDP. This hypothesis is tested using a linked lender-borrower dataset on 519 U.S. corporations responsible for 54% of industrial research and development. Exploiting quasi-experimental variation in firm-level exposure to the 2008-9 financial crisis, I show that tight credit reduced investments in productivity-enhancement, and has significantly slowed down output growth between 2010 and 2015. A partial-equilibrium aggregation exercise suggests output would be 12% higher today if productivity-enhancing investments had grown at pre-crisis rates.

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  • de Ridder, Maarten, 2016. "Investment in productivity and the long-run effect of financial crises on output," LSE Research Online Documents on Economics 86180, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:86180
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    1. Simon Gilchrist & Raphael Schoenle & Jae Sim & Egon Zakrajšek, 2017. "Inflation Dynamics during the Financial Crisis," American Economic Review, American Economic Association, vol. 107(3), pages 785-823, March.
    2. Aghion, Philippe & Angeletos, George-Marios & Banerjee, Abhijit & Manova, Kalina, 2010. "Volatility and growth: Credit constraints and the composition of investment," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 246-265, April.
    3. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    4. Jeremy Franklin & May Rostom & Gregory Thwaites, 2015. "The banks that said no: banking relationships, credit supply and productivity in the UK," Discussion Papers 1525, Centre for Macroeconomics (CFM).
    5. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    6. Bianchi, Francesco & Kung, Howard & Morales, Gonzalo, 2019. "Growth, slowdowns, and recoveries," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 47-63.
    7. Gary Gorton, 2008. "The panic of 2007," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 131-262.
    8. Schmitz, Tom, 2021. "Endogenous growth, firm heterogeneity and the long-run impact of financial crises," European Economic Review, Elsevier, vol. 132(C).
    9. Jordi Gali & Frank Smets & Rafael Wouters, 2012. "Slow Recoveries: A Structural Interpretation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 9-30, December.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. Franklin, Jeremy & Rostom, May & Thwaites, Gregory, 2015. "The banks that said no: banking relationships, credit supply and productivity in the United Kingdom," Bank of England working papers 557, Bank of England.
    12. Daniel Garcia‐Macia & Chang‐Tai Hsieh & Peter J. Klenow, 2019. "How Destructive Is Innovation?," Econometrica, Econometric Society, vol. 87(5), pages 1507-1541, September.
    13. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    14. Alessio Moro, 2012. "The Structural Transformation Between Manufacturing and Services and the Decline in the US GDP Volatility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 402-415, July.
    15. Valerie Cerra & Sweta Chaman Saxena, 2008. "Growth Dynamics: The Myth of Economic Recovery," American Economic Review, American Economic Association, vol. 98(1), pages 439-457, March.
    16. 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.
    17. Garicano, Luis & Steinwender, Claudia, 2013. "Survive another day: does uncertain financing affect the composition of investment?," LSE Research Online Documents on Economics 48921, London School of Economics and Political Science, LSE Library.
    18. Fatas, Antonio, 2000. "Do Business Cycles Cast Long Shadows? Short-Run Persistence and Economic Growth," Journal of Economic Growth, Springer, vol. 5(2), pages 147-162, June.
    19. Patrice Ollivaud & David Turner, 2015. "The effect of the global financial crisis on OECD potential output," OECD Journal: Economic Studies, OECD Publishing, vol. 2014(1), pages 41-60.
    20. John G. Fernald, 2015. "Productivity and Potential Output before, during, and after the Great Recession," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 1-51.
    21. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    22. Thornhill, Stewart, 2006. "Knowledge, innovation and firm performance in high- and low-technology regimes," Journal of Business Venturing, Elsevier, vol. 21(5), pages 687-703, September.
    23. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2015. "Understanding the Great Recession," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 110-167, January.
    24. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    25. Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020. "Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
    26. Adelino, Manuel & Schoar, Antoinette & Severino, Felipe, 2015. "House prices, collateral, and self-employment," Journal of Financial Economics, Elsevier, vol. 117(2), pages 288-306.
    27. Daniel Paravisini & Veronica Rappoport & Philipp Schnabl & Daniel Wolfenzon, 2015. "Dissecting the Effect of Credit Supply on Trade: Evidence from Matched Credit-Export Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 333-359.
    28. Robert E. Hall, 2015. "Quantifying the Lasting Harm to the US Economy from the Financial Crisis," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 71-128.
    29. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    30. Dave Reifschneider & William Wascher & David Wilcox, 2015. "Aggregate Supply in the United States: Recent Developments and Implications for the Conduct of Monetary Policy," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 63(1), pages 71-109, May.
    31. Ralph De Haas & Neeltje Van Horen, 2013. "Running for the Exit? International Bank Lending During a Financial Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 26(1), pages 244-285.
    32. Viral V Acharya & Tim Eisert & Christian Eufinger & Christian Hirsch, 2018. "Real Effects of the Sovereign Debt Crisis in Europe: Evidence from Syndicated Loans," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 2855-2896.
    33. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    34. Mr. Daniel Garcia-Macia, 2017. "The Financing of Ideas and the Great Deviation," IMF Working Papers 2017/176, International Monetary Fund.
    35. Michie, Jonathan & Sheehan, Maura, 1999. "HRM Practices, R&D Expenditure and Innovative Investment: Evidence from the UK's 1990 Workplace Industrial Relations Survey (WIRS)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 8(2), pages 211-234, June.
    36. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    37. anonymous, 2000. "Increase in adversely classified syndicated bank loans," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jan, pages 1-42.
    38. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    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. Coen N. Teulings & Nikolay Zubanov, 2014. "Is Economic Recovery A Myth? Robust Estimation Of Impulse Responses," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 497-514, April.
    41. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    42. Sina T. Ates & Felipe E. Saffie, 2021. "Fewer but Better: Sudden Stops, Firm Entry, and Financial Selection," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 304-356, July.
    43. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    44. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    45. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    46. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, April.
    47. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.
    48. Davide Furceri & Aleksandra Zdzienicka, 2012. "The Effects of Social Spending on Economic Activity: Empirical Evidence from a Panel of OECD Countries," Fiscal Studies, Institute for Fiscal Studies, vol. 33(1), pages 129-152, March.
    49. 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.
    50. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    51. 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.
    52. Sina T. Ates & Felipe E. Saffie, 2013. "Project Heterogeneity and Growth: The Impact of Selection," PIER Working Paper Archive 13-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    53. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    54. Dennis, Steven A. & Mullineaux, Donald J., 2000. "Syndicated Loans," Journal of Financial Intermediation, Elsevier, vol. 9(4), pages 404-426, October.
    55. Edwin Mansfield & John Rapoport & Jerome Schnee & Samuel Wagner & Michael Hamburger, 1971. "The Anatomy of the Product-Innovation Process: Cost and Time," Palgrave Macmillan Books, in: Research and Innovation in the Modern Corporation, chapter 6, pages 110-135, Palgrave Macmillan.
    56. Arora, Ashish & Cohen, Wesley M. & Walsh, John P., 2016. "The acquisition and commercialization of invention in American manufacturing: Incidence and impact," Research Policy, Elsevier, vol. 45(6), pages 1113-1128.
    57. repec:oup:rfinst:v:26:y::i:1:p:244-285 is not listed on IDEAS
    58. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    59. Laurence Ball, 2014. "Long-term damage from the Great Recession in OECD countries," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 11(2), pages 149-160, September.
    60. Gary Gorton, 2008. "The panic of 2007," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 131-262.
    61. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    62. Mueller, Holger & Giroud, Xavier, 2015. "Firm Leverage and Unemployment during the Great Recession," CEPR Discussion Papers 10539, C.E.P.R. Discussion Papers.
    63. Andrew Atkeson & Ariel Burstein, 2019. "Aggregate Implications of Innovation Policy," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2625-2683.
    64. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    65. Xavier Giroud & Holger M. Mueller, 2015. "Firm Leverage and Unemployment during the Great Recession," NBER Working Papers 21076, National Bureau of Economic Research, Inc.
    66. Stefan Kipar, 2011. "The Effect of Restrictive Bank Lending on Innovation: Evidence from a Financial Crisis," ifo Working Paper Series 109, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    67. Shimer, Robert, 2012. "Wage rigidities and jobless recoveries," Journal of Monetary Economics, Elsevier, vol. 59(S), pages 65-77.
    68. Diego Anzoategui & Diego Comin & Mark Gertler & Joseba Martinez, 2019. "Endogenous Technology Adoption and R&D as Sources of Business Cycle Persistence," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 67-110, July.
    69. Robert E. Hall, 2010. "Why Does the Economy Fall to Pieces after a Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(4), pages 3-20, Fall.
    70. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    71. Sonali Das & Mr. Amadou N Sy, 2012. "How Risky Are Banks' Risk Weighted Assets? Evidence From the Financial Crisis," IMF Working Papers 2012/036, International Monetary Fund.
    72. Sophia Chen, 2014. "Financial Constraints, Intangible Assets, and Firm Dynamics: Theory and Evidence," IMF Working Papers 2014/088, International Monetary Fund.
    73. Edwin Mansfield & John Rapoport & Jerome Schnee & Samuel Wagner & Michael Hamburger, 1971. "Research and Innovation in the Modern Corporation," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-01639-6, December.
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    Cited by:

    1. Garga, Vaishali & Singh, Sanjay R., 2021. "Output hysteresis and optimal monetary policy," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 871-886.
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    3. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    4. Dario Bonciani & David Gauthier & Derrick Kanngiesser, 2023. "Slow Recoveries, Endogenous Growth and Macro-prudential Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 698-715, December.
    5. Nicolo Maffei-Faccioli, 2020. "Identifying the Sources of the Slowdown in Growth: Demand vs. Supply," 2020 Papers pma2978, Job Market Papers.
    6. Patricio Toro, 2019. "The Persistent Effect of a Credit Crunch on Output and Productivity: Technical or Allocative Efficiency?," Working Papers Central Bank of Chile 837, Central Bank of Chile.
    7. Mr. JaeBin Ahn & Mr. Romain A Duval & Can Sever, 2020. "Macroeconomic Policy, Product Market Competition, and Growth: The Intangible Investment Channel," IMF Working Papers 2020/025, International Monetary Fund.
    8. Dieppe,Alistair Matthew & Kilic Celik,Sinem & Okou,Cedric Iltis Finafa, 2020. "Implications of Major Adverse Events on Productivity," Policy Research Working Paper Series 9411, The World Bank.
    9. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    10. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920.
    11. Christian Abele & Agnès Bénassy-Quéré & Lionel Fontagné, 2020. "One Size Does Not Fit All: TFP in the Aftermath of Financial Crises in Three European Countries," PSE Working Papers halshs-02883685, HAL.
    12. Francesco Manaresi & Mr. Nicola Pierri, 2019. "Credit Supply and Productivity Growth," IMF Working Papers 2019/107, International Monetary Fund.

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    More about this item

    Keywords

    Financial crises; endogenous growth; innovation; business cycles;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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