[en] Schumpeter (1939) claims that recessions are periods of “creative destruction,”
concentrating innovation that is useful for the long-term growth of the economy. However
previous research finds that standard measures of firms’ innovation, such as R&D expenditures
or raw patent counts, concentrate in booms. We argue that these measures do not capture shifts
in firms’ innovative search strategies. We contemplate firms’ choice between exploration vs.
exploitation over the business cycle and find evidence with more nuanced measures of patent
characteristics that firms shift towards exploration during contractions and exploitation during
expansions, with a stronger effect for firms in more cyclical industries.
Disciplines :
Stratégie & innovation
Auteur, co-auteur :
Manso, Gustavo
BALSMEIER, Benjamin ; University of Luxembourg > Faculty of Law, Economics and Finance (FDEF) > Department of Economics and Management (DEM)
Acemoglu, Daron, Ufuk Akcigit, Harun Alp, Nicholas Bloom, and William Kerr, “Innovation, Reallocation, and Growth,” American Economic Review 108:11 (2018), 34503491.
Aghion, Philippe, and Gilles Saint Paul, “Virtues of Bad Times: Interaction between Productivity Growth and Economic Fluctuations,” Macroe-conomic Dynamics 2:3 (September 1998), 322–344.
Aghion, Philippe, Philippe Askenazy, Nicolas Berman, and Gilbert Cette, “Credit Constraints and the Cyclicality of R&D Investment: Evidence from France,” Journal of the European Economic Association 10:5 (2002), 1001–1024.
Aghion, Philippe, and Jean Tirole, “The Management of Innovation,” Quarterly Journal of Economics 109:4 (1994), 1185–1209.
Akcigit, Ufuk, and William Kerr, “Growth through Heterogeneous Innova-tions,” NBER working paper 16443 (2010).
Akcigit, Ufuk, and William R. Kerr, “Growth through Heterogeneous In-novations,” Journal of Political Economy 126:4 (2018), 1374–1443.
Arora, Ashish, Belenzon, Sharon, and Andrea Patacconi, “Papers to Patents: The Withdrawal of Large US Corporations from Research Is Nar-rowing the Scope of Innovation,” Nature 552 (December 2017).
Arrow, Kenneth, “Classificatory Notes on the Production and Diffusion of Knowledge,” American Economic Review 59 (1969), 29–35.
Babina, Tania, Asaf Bernstein, and Felippo Mezzanotti. “Crisis Innovation,” Columbia Business School working paper (2020).
Balsmeier, B., M. Assaf, T. Chesebro, G. Fierro, K. Johnson, S. Johnson, G. Li, S. Lueck, D. O’Reagan, W. Yeh, G. Zang, and L. Fleming, “Machine Learning and Natural Language Processing Applied to the Patent Corpus,” Journal of Economics and Management Strategy 27 (2018), 535–553.
Balsmeier, Benjamin, Lee Fleming, and Gustavo Manso, “Independent Boards and Innovation,” Journal of Financial Economics 123 (2017), 536–557.
Barlevy, Gadi, “On the Cyclicality of Research and Development,” American Economic Review 97:4 (2007), 1131–1164.
Bartelsman, Eric, and Wayne Gray, “The NBER Manufacturing Productivity Database,” NBER technical working paper 0205 (1996).
Bena, Jan, Hernan Ortiz-Molina, and Elena Simintzi, “Shielding Firm Value: Employment Protection and Process Innovation” (2018), https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3223176.
Bena, Jan, and Elena Simintzi, “Machines Could Not Compete with Chinese Labor: Evidence from US Firm Innovation” (2019), https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2613248.
Benner, Mary, and Joel Waldfogel, “Close to You? Bias and Precision in Patent-Based Measures of Technological Proximity,” Research Policy 37:9 (2008), 1556–1567.
Bernstein, Shai, Timothy McQuade, and Richard R. Townsend, “Do Household Wealth Shocks Affect Productivity? Evidence from Innovative Workers During the Great Recession,” Journal of Finance 76:1 (2021), 57–111. 10.1111/jofi.12976
Bloom, Nicholas, Mark Schankerman, and John Van Reenen, “Identifying Technology Spillovers and Product Market Rivalry,” Econometrica 81:4 (2013), 1347–1393.
Brav, Alon, Wei Jiang, Song Ma, and Xuan Tian, “How Does Hedge Fund Activism Reshape Corporate Innovation?” Journal of Financial Economics 130 (2018), 237–264.
Caballero, Ricardo, and Mohamad Hammour, “The Cleansing Effect of Recessions,” American Economic Review 84:5 (1994), 1350– 1368.
Canton, Eric, and Harald Uhlig, “Growth and the Cycle: Creative Destruction versus Entrenchment,” Journal of Economics 69:3 (1999), 239– 266.
Chamberlain, Gary, “Asymptotic Efficiency in Semi-Parametric Models with Censoring,” Journal of Econometrics 32 (1986), 189– 218.
Cohen, Wesley M., Richard R. Nelson, and John P. Walsh, “Protecting Their Intellectual Rights: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not),” NBER working paper 7552 (2000).
Comin, Diego, and Mark Gertler, “Medium-Term Business Cycles,” American Economic Review 96:3 (2006), 523–551.
Cooper, Russell, and John Haltiwanger, “The Aggregate Implications of Machine Replacement: Theory and Evidence,” American Economic Review 83:3 (1993), 181186.
Fabrizio, Kira, and Ulya Tsolmon, “An Empirical Examination of the Pro-cyclicality of R&D Investment and Innovation,” this REVIEW 96:4 (2014), 662–675.
Fatas, Antonio, “Do Business Cycles Cast Long Shadows? Short-Run Per-sistence and Economic Growth,” Journal of Economic Growth 5:2 (2000), 147–162.
Field, Alexander, “The Most Technologically Progressive Decade of the Century,” American Economic Review 93:4 (2003), 1399–1413.
Francois, Patrick, and Huw Lloyd-Ellis, “Animal Spirits through Creative Destruction,” American Economic Review 93:3 (2003), 530– 550.
Ganglmair, Bernhard, and Imke Reimers, “Visibility of Technology and Cumulative Innovation: Evidence from Trade Secrets Laws” (2019), https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3393510.
Geroski, Paul A., and Chris F. Walters, “Innovative Activity over the Business Cycle,” Economic Journal 105:431 (1995), 916–928.
Griliches, Zvi, “Patent Statistics as Economic Indicators: A Survey,” Journal of Economic Literature 28:4 (1990), 1661–1707.
Hall, Bronwyn, Zvi Griliches, and Jerry Hausman, “Patents and R and D: Is There a Lag?” International Economic Review 27:2 (1986), 265– 283.
Holmstrom, Bengt, “Agency Costs and Innovation,” Journal of Economic Behavior and Organization 12:3 (1989), 305–327.
Jaffe, Adam, “Real Effects of Academic Research,” American Economic Review 79:5 (1989), 957–970.
Kelly, Bryan, Dimitris Papanikolaou, Amit Seru, and Matt Taddy, “Mea-suring Technological Innovation over the Long Run,” Stanford University working paper (2019).
Klette, Tor Jakob, and Samuel Kortum, “Innovating Firms and Aggregate Innovation,” Journal of Political Economy 112:5 (2004), 986– 1018.
Kogan, Leonid, Dmitris Papanikolaou, Amit Seru, and Noah Stoff-man, “Technological Innovation, Resource Allocation and Growth,” Quarterly Journal of Economics 132:2 (2017), 665–712.
Kopytov, Alexandr, Nikolai Roussanov, and Mathieu Taschereau-Dumouchel, “Short-Run Pain, Long-Run Gain? Recessions and Technological Transformation,” NBER working paper 24373 (2018).
Lentz, Rasmus, and Dale Mortensen, “An Empirical Model of Growth through Product Innovation,” Econometrica 76:6 (2008), 1317– 1273.
Manso, Gustavo, “Motivating Innovation,” Journal of Finance 66:5 (2011), 1823–1860.
March, James, “Exploration and Exploitation in Organizational Learning,” Organization Science 2:1 (1991), 71–87.
Mowery, David, Joanne Oxley, and Brian Silverman, “Technological Over-lap and Interfirm Cooperation: Implications for the Resource-Based View of the Firm,” Research Policy 27 (1998), 507–523.
Pakes, Ariel, and Zvi Griliches, “Patents and R&D at the Firm Level: A First Report,” Economics Letters 54 (1980), 377–381.
Rafferty, Matthew C., “Do Business Cycles Influence Long-Run Growth? The Effect of Aggregate Demand on Firm-Financed R&D Expendi-tures,” Eastern Economic Journal 29:4 (2003), 607–618.
Schleifer, Ari, “Implementation Cycles,” Journal of Political Economy 94:6 (1986), 1163–1190.
Schumpeter, Joseph, Business Cycles: A Theoretical, Historical, and Sta-tistical Analysis of the Capitalist Process (New York: McGraw Hill, 1939).
Seliger, Florian, Sebastian Heinrich, and Nicholas Banholzer, “Knowledge Spillovers from Product and Process Inventions in Patents and Their Impact on Firm Performance” (2019), https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/CBSK2W.
Shapiro, Carl, “Navigating the Patent Thicket: Cross Licenses, Patent Pools, and Standard Setting” (pp. 119–150), in Adam B. Jaffe, Josh Lerner, and Scott Stern, (eds.), Innovation Policy and the Economy, vol. 1 (Cambridge, MA: MIT Press, 2001).
Silverman, Brian, “Technological Resources and the Direction of Corporate Diversification: Toward an Integration of the Resource–Based View and Transaction Cost Economics,” Management Science 45:8 (1999), 1109–1124.
Utterback, James, and Steve Abernathy, “A Dynamic Model of Process and Product Innovation,” Omega 3:6 (1975), 639–656.
Walde, Klaus, and Ulrich Woitek, “R&D Expenditure in G7 Countries and the Implications for Endogenous Fluctuations and Growth,” Economics Letters 82:1 (2004), 91–97.
Wooldridge, Jeffrey, Econometric Analysis of Cross Section and Panel Data (Cambridge, MA: MIT Press, 2002).