America COMPETES Act (110th US Congress, 2007).
Anadón, L. D., Chan, G. A., Bin-nun, A. Y. & Narayanamurti, V. The pressing energy innovation challenge of the US National Laboratories. Nat. Energy https://doi.org/10.1038/nenergy.2016.117 (2016).
Goldstein, A. P. & Narayanamurti, V. Simultaneous pursuit of discovery and invention in the US department of energy. Res. Policy https://doi.org/10.1016/j.respol.2018.05.005 (2018).
Anadón, L. D., Bunn, M. & Narayanamurti, V. Transforming U.S. Energy Innovation (Cambridge Univ. Press, 2014).
Accelerating the Pace of Change in Energy Technologies Through an Integrated Federal Energy Policy (President’s Council of Advisors on Science and Technology (PCAST), 2010).
A Business Plan for America’s Energy Future (American Energy Innovation Council, 2010).
Jaffe, A. B., Newell, R. G. & Stavins, R. N. A tale of two market failures: technology and environmental policy. Ecol. Econ. 54, 164–174 (2005).
Kattel, R. & Mazzucato, M. Mission-oriented innovation policy and dynamic capabilities in the public sector. Ind. Corp. Chang. 27, 787–801 (2018).
Mazzucato, M. The Entrepreneurial State: Debunking Public vs. Private Sector Myths (Anthem Press, 2013).
Arrow, K. in The Rate and Direction of Inventive Activity: Economic and Social Factors 609–626 (Princeton University Press, 1962).
Nelson, R. R. The simple economics of basic scientific research. J. Polit. Econ. 67, 297–306 (1959).
Kerr, W. R., Nanda, R. & Rhodes-Kropf, M. Entrepreneurship as experimentation. J. Econ. Perspect. 28, 25–48 (2014).
Hall, R. E. & Woodward, S. E. The burden of the nondiversifiable risk of entrepreneurship. Am. Econ. Rev. 100, 1163–1194 (2010).
Nanda, R. & Rhodes-Kropf, M. Financing risk and innovation. Manag. Sci. 63, 901–918 (2017).
America First: A Budget Blueprint to Make America Great Again (US Office of Management and Budget, 2017).
Bronzini, R. & Piselli, P. The impact of R&D subsidies on firm innovation. Res. Policy 45, 442–457 (2016).
Aerts, K. & Schmidt, T. S. Two for the price of one?: additionality effects of R&D subsidies: a comparison between Flanders and Germany. Res. Policy 37, 806–822 (2008).
González, X. & Pazó, C. Do public subsidies stimulate private R&D spending? Res. Policy 37, 371–389 (2008).
Hussinger, K. R&D and subsidies at the firm level: an application of parametric and semiparametric two-step selection models. J. Appl. Econom. 23, 729–747 (2008).
Deleidi, M., Mazzucato, M. & Semieniuk, G. Neither crowding in nor out: public direct investment mobilising private investment into renewable electricity projects. Energy Policy https://doi.org/10.1016/j.enpol.2019.111195 (2019).
Doblinger, C., Surana, K. & Anadón, L. D. Governments as partners: the role of alliances in U.S. cleantech startup innovation. Res. Policy 48, 1458–1475 (2019).
Howell, S. T. Financing innovation: evidence from R&D grants. Am. Econ. Rev. 107, 1136–1164 (2017).
Pless, J. Are“Complementary Policies” Substitutes? Evidence from R&D Subsidies in the UK (Jacquelyn Pless, 2018); http://jacquelynpless.com/research/
Azoulay, P., Fuchs, E. R. H., Goldstein, A. P. & Kearney, M. Funding breakthrough research: promises and challenges of the ‘ARPA Model’. Innov. Policy Econ. 19, 69–96 (2019).
Fuchs, E. R. H. Rethinking the role of the state in technology development: DARPA and the case for embedded network governance. Res. Policy 39, 1133–1147 (2010).
Stokstad, E. UK cues up big funding increases for R&D. Science https://doi.org/10.1126/science.abb6928 (2020).
Bonvillian, W. B. DARPA and its ARPA-E and IARPA clones: a unique innovation organization model. Ind. Corp. Chang. 27, 897–914 (2018).
Chan, G. A., Goldstein, A. P., Bin-Nun, A., Anadón, L. D. & Narayanamurti, V. Six principles for energy innovation. Nature 552, 25–27 (2017).
Pless, J., Hepburn, C. & Farrell, N. Bringing rigour to energy innovation policy evaluation. Nat. Energy https://doi.org/10.1038/s41560-020-0557-1 (2020).
Audretsch, D. B., Keilbach, M. C. & Lehmann, E. E. Entrepreneurship and Economic Growth (Oxford Univ. Press, 2006).
Bettis, R. A. & Hitt, M. A. The new competitive landscape. Strateg. Manag. J. 16, 7–19 (1995).
Hockerts, K. & Wüstenhagen, R. Greening Goliaths versus emerging Davids—theorizing about the role of incumbents and new entrants in sustainable entrepreneurship. J. Bus. Ventur. 25, 481–492 (2010).
Dushnitsky, G. & Lenox, M. J. When do incumbents learn from entrepreneurial ventures?: corporate venture capital and investing firm innovation rates. Res. Policy 34, 615–639 (2005).
Markard, J. & Truffer, B. Innovation processes in large technical systems: market liberalization as a driver for radical change? Res. Policy 35, 609–625 (2006).
Doblinger, C. & Soppe, B. Change-actors in the U.S. electric energy system: the role of environmental groups in utility adoption and diffusion of wind power. Energy Policy 61, 274–284 (2013).
Popp, D., Pless, J., Hascic, I. & Johnstone, N. Innovation and Entrepreneurship in the Energy Sector NBER Working Paper No. 27145 (National Bureau of Economic Research, 2020).
Gaddy, B. E., Sivaram, V., Jones, T. B. & Wayman, L. Venture capital and cleantech: the wrong model for energy innovation. Energy Policy 102, 385–395 (2017).
A Retrospective Assessment of Clean Energy Investments in the Recovery Act (Council of Economic Advisors, 2016).
An Assessment of ARPA-E (National Academies of Sciences, Engineering, and Medicine, 2017).
Islam, M., Fremeth, A. & Marcus, A. Signaling by early stage startups: US government research grants and venture capital funding. J. Bus. Ventur. 33, 35–51 (2018).
Conti, A., Thursby, J. & Thursby, M. Patents as signals for startup financing. J. Ind. Econ. 61, 592–622 (2013).
Guzman, J. & Stern, S. Where is silicon valley? Science 347, 606–609 (2015).
Iacus, S. M., King, G. & Porro, G. Multivariate matching methods that are monotonic imbalance bounding. J. Am. Stat. Assoc. 106, 345–361 (2011).
Feldman, M. P. & Kelley, M. R. The ex ante assessment of knowledge spillovers: government R&D policy, economic incentives and private firm behavior. Res. Policy 35, 1509–1521 (2006).
Conti, A. Entrepreneurial finance and the effects of restrictions on government R & D subsidies. Organ. Sci. 29, 134–153 (2018).
Goldstein, A. P. & Kearney, M. Know when to fold ’em: an empirical description of risk management in public research funding. Res. Policy 49, 103873 (2020).
ARPA-E Impacts: A Sampling of Project Outcomes Vol. 3 (ARPA-E, 2018).
Goldstein, A. P. & Kearney, M. Uncertainty and individual discretion in allocating research funds. SSRN https://doi.org/10.2139/ssrn.3012169 (2017).
Azoulay, P. Research efficiency: turn the scientific method on ourselves. Nature 484, 31–32 (2012).
Jaffe, A. B. Building programme evaluation into the design of public research-support programmes. Oxf. Rev. Econ. Policy 18, 22–34 (2002).
Scott, E., Shu, P. & Lubynsky, R. Entrepreneurial uncertainty and expert evaluation: an empirical analysis. Manage. Sci. 66, 1005–1507 (2018).
Advanced Research Projects Agency–Energy Could Benefit from Information on Applicants’ Prior Funding (Government Accountability Office, 2012).
Bumpus, A. & Comello, S. Emerging clean energy technology investment trends. Nat. Clim. Chang. 7, 382–385 (2017).
Nemet, G. F., Zipperer, V. & Kraus, M. The valley of death, the technology pork barrel, and public support for large demonstration projects. Energy Policy 119, 154–167 (2018).
Our Coverage (Cleantech Group, 2017).
Trajtenberg, M. Patents, Citations and Innovations: Tracing the Links (National Bureau of Economic Research, 1987).
Clarysse, B., Wright, M., Bruneel, J. & Mahajan, A. Creating value in ecosystems: crossing the chasm between knowledge and business ecosystems. Res. Policy 43, 1164–1176 (2014).
Hannan, M. T. & Freeman, J. Organizational Ecology (Harvard Univ. Press, 1989).
Blackwell, M., Iacus, S., King, G. & Porro, G. CEM: coarsened exact matching in Stata. Stata J. 9, 524–546 (2009).