The US university-industry link in the R&D of AI: Back to the origins?
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- Andrea Borsato & Patrick Llerena, 2026. "The US university-industry link in the R&D of AI: Back to the origins?," Journal of Evolutionary Economics, Springer, vol. 36(1), pages 1-39, April.
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- Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
- Teece, David J., 2010. "Technological Innovation and the Theory of the Firm," 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 679-730, Elsevier.
- Samo Varsik & Lydia Vosberg, 2024. "The potential impact of Artificial Intelligence on equity and inclusion in education," OECD Artificial Intelligence Papers 23, OECD Publishing.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024.
"AI adoption in America: Who, what, and where,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
- Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia S. Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," NBER Working Papers 31788, National Bureau of Economic Research, Inc.
- Ben R. Martin, 2012. "Are universities and university research under threat? Towards an evolutionary model of university speciation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(3), pages 543-565.
- Luca Grilli & Sergio Mariotti & Riccardo Marzano, 2024. "Artificial intelligence and shapeshifting capitalism," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 303-318, April.
- Aldo Geuna, 2001. "The Changing Rationale for European University Research Funding: Are There Negative Unintended Consequences?," Journal of Economic Issues, Taylor & Francis Journals, vol. 35(3), pages 607-632, September.
- Mowery, David C., 1992. "The U.S. national innovation system: Origins and prospects for change," Research Policy, Elsevier, vol. 21(2), pages 125-144, April.
- Pavitt, Keith, 1998. "Technologies, Products and Organization in the Innovating Firm: What Adam Smith Tells Us and Joseph Schumpeter Doesn't," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 7(3), pages 433-452, September.
- Maryann Feldman & Frederick Guy & Simona Iammarino, 2021.
"Regional income disparities, monopoly and finance,"
Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 14(1), pages 25-49.
- Feldman, Maryann & Guy, Frederick & Iammarino, Simona, 2020. "Regional income disparities, monopoly and finance," LSE Research Online Documents on Economics 105807, London School of Economics and Political Science, LSE Library.
- Nelson, Richard R., 1990. "U.S. technological leadership: Where did it come from and where did it go?," Research Policy, Elsevier, vol. 19(2), pages 117-132, April.
- Breschi, Stefano & Lissoni, Francesco, 2001.
"Knowledge Spillovers and Local Innovation Systems: A Critical Survey,"
Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 975-1005, December.
- Breschi, Stefano & Lissoni, Francesco, 2000. "Knowledge Spillovers And Local Innovation Systems: A Critical Survey," ERSA conference papers ersa00p362, European Regional Science Association.
- Stefano Breschi & Francesco Lissoni, 2001. "Knowledge spillovers and local innovation systems: a critical survey," LIUC Papers in Economics 84, Cattaneo University (LIUC).
- David C. Mowery, 1995. "The Boundaries of the US Firm in R&D," NBER Chapters, in: Coordination and Information: Historical Perspectives on the Organization of Enterprise, pages 147-182, National Bureau of Economic Research, Inc.
- Robert J. Gordon, 2015. "Secular Stagnation: A Supply-Side View," American Economic Review, American Economic Association, vol. 105(5), pages 54-59, May.
- Ben R. Martin, 2016. "R&D policy instruments -- a critical review of what we do and don’t know," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 157-176, February.
- Isabel Bortagaray, 2009. "Bridging university and society in Uruguay: perceptions and expectations," Science and Public Policy, Oxford University Press, vol. 36(2), pages 115-119, March.
- Ewen Callaway, 2022. "What's next for AlphaFold and the AI protein-folding revolution," Nature, Nature, vol. 604(7905), pages 234-238, April.
- Godin, Benoit & Gingras, Yves, 2000. "The place of universities in the system of knowledge production," Research Policy, Elsevier, vol. 29(2), pages 273-278, February.
- David J. TEECE, 2008.
"TRANSACTIONS COST ECONOMICS AND THE MULTINATIONAL ENTERPRISE: An Assessment,"
World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 20, pages 427-451,
World Scientific Publishing Co. Pte. Ltd..
- Teece, David J., 1986. "Transactions cost economics and the multinational enterprise An Assessment," Journal of Economic Behavior & Organization, Elsevier, vol. 7(1), pages 21-45, March.
- Emanuela Carbonara & Enrico Santarelli, 2023. "Artificial Intelligence and robots: a threat or an opportunity for SMEs and entrepreneurship?," Chapters, in: Emanuela Carbonara & Maria R. Tagliaventi (ed.), SMEs in the Digital Era, chapter 5, pages 104-121, Edward Elgar Publishing.
- Maria Abreu & Pelin Demirel & Vadim Grinevich & Mine Karataş-Özkan, 2016. "Entrepreneurial practices in research-intensive and teaching-led universities," Small Business Economics, Springer, vol. 47(3), pages 695-717, October.
- Antonio Messeni Petruzzelli & Gianluca Murgia & Adele Parmentola, 2023. "Opening the black box of artificial intelligence technologies: unveiling the influence exerted by type of organisations and collaborative dynamics," Industry and Innovation, Taylor & Francis Journals, vol. 30(9), pages 1213-1243, October.
- Andrea Borsato, 2024. "Does the Secular Stagnation hypothesis match the data? Evidence from the USA," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 47(2), pages 346-374, April.
- Bianchini, Stefano & Müller, Moritz & Pelletier, Pierre, 2022. "Artificial intelligence in science: An emerging general method of invention," Research Policy, Elsevier, vol. 51(10).
- Andrea Borsato & André Lorentz, 2023.
"Data production and the coevolving AI trajectories: an attempted evolutionary model,"
Journal of Evolutionary Economics, Springer, vol. 33(5), pages 1427-1472, November.
- Andrea Borsato & Andre Lorentz, 2022. "Data Production and the coevolving AI trajectories: An attempted evolutionary model," Working Papers of BETA 2022-09, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Post-Print hal-04401798, HAL.
- Dosi, Giovanni & Nelson, Richard R., 2010.
"Technical Change and Industrial Dynamics as Evolutionary Processes,"
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 51-127,
Elsevier.
- Giovanni Dosi & Richard R. Nelson, 2009. "Technical Change and Industrial Dynamics as Evolutionary Processes," LEM Papers Series 2009/07, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Stefano Bianchini & Moritz Müller & Pierre Pelletier, 2022. "Artificial intelligence in science: An emerging general method of invention," Post-Print hal-03958025, HAL.
- Rosenberg, Nathan & Nelson, Richard R., 1994. "American universities and technical advance in industry," Research Policy, Elsevier, vol. 23(3), pages 323-348, May.
- Benner, Mats & Sandstrom, Ulf, 2000. "Institutionalizing the triple helix: research funding and norms in the academic system," Research Policy, Elsevier, vol. 29(2), pages 291-301, February.
- Nasrin Sultana & Ekaterina Turkina & Patrick Cohendet, 2023. "The mechanisms underlying the emergence of innovation ecosystems: the case of the AI ecosystem in Montreal," European Planning Studies, Taylor & Francis Journals, vol. 31(7), pages 1443-1465, July.
- Nelson, Richard R. & Sampat, Bhaven N., 2001. "Making sense of institutions as a factor shaping economic performance," Journal of Economic Behavior & Organization, Elsevier, vol. 44(1), pages 31-54, January.
- Richard R Nelson, 2022. "The economic system question revisited [The problem of market bias in modern capitalist economies]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(3), pages 591-609.
- Andrea Borsato, 2023. "Does the Secular Stagnation hypothesis match the data? Evidence from the USA," Post-Print hal-04272117, HAL.
- Jacob R. Holm & Daniel S. Hain & Roman Jurowetzki & Edward Lorenz, 2023. "Innovation dynamics in the age of artificial intelligence: introduction to the special issue," Industry and Innovation, Taylor & Francis Journals, vol. 30(9), pages 1141-1155, October.
- Eva M de la Torre & Fernando Casani & Marti Sagarra, 2018. "Defining typologies of universities through a DEA-MDS analysis: An institutional characterization for formative evaluation purposes," Research Evaluation, Oxford University Press, vol. 27(4), pages 388-403.
- Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993.
"Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
- Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," NBER Working Papers 3993, National Bureau of Economic Research, Inc.
- Jaffe, A.B. & Trajtenberg, M., 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," Papers 14-92, Tel Aviv.
- Ajay Agrawal & John McHale & Alexander Oettl, 2023. "Superhuman science: How artificial intelligence may impact innovation," Journal of Evolutionary Economics, Springer, vol. 33(5), pages 1473-1517, November.
- Jeffrey L. Furman & Florenta Teodoridis, 2020. "Automation, Research Technology, and Researchers’ Trajectories: Evidence from Computer Science and Electrical Engineering," Organization Science, INFORMS, vol. 31(2), pages 330-354, March.
- Benedetta Montanaro & Annalisa Croce & Elisa Ughetto, 2024. "Venture capital investments in artificial intelligence," Journal of Evolutionary Economics, Springer, vol. 34(1), pages 1-28, January.
- Na Liu & Philip Shapira & Xiaoxu Yue & Jiancheng Guan, 2021. "Mapping technological innovation dynamics in artificial intelligence domains: Evidence from a global patent analysis," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-20, December.
- Metcalfe, J S, 1994. "Evolutionary Economics and Technology Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 931-944, July.
- Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988.
- Dosi, Giovanni & Llerena, Patrick & Labini, Mauro Sylos, 2006. "The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called `European Paradox'," Research Policy, Elsevier, vol. 35(10), pages 1450-1464, December.
- Enrico Santarelli, 2025. "Evidence-based policymaking and the crisis of Western Democracies," Journal of Evolutionary Economics, Springer, vol. 35(1), pages 157-164, January.
- Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation," NBER Working Papers 24449, National Bureau of Economic Research, Inc.
- Joel Mokyr, 2016. "A Culture of Growth: The Origins of the Modern Economy," Economics Books, Princeton University Press, edition 1, number 10835, December.
- Joel Klinger & Juan Mateos-Garcia & Konstantinos Stathoulopoulos, 2021. "Deep learning, deep change? Mapping the evolution and geography of a general purpose technology," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5589-5621, July.
- Ajay Agrawal & John McHale & Alexander Oettl, 2018.
"Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 149-174,
National Bureau of Economic Research, Inc.
- Ajay Agrawal & John McHale & Alex Oettl, 2018. "Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth," NBER Working Papers 24541, National Bureau of Economic Research, Inc.
- Ugo Pagano, 2014.
"The crisis of intellectual monopoly capitalism,"
Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(6), pages 1409-1429.
- Ugo Pagano, 2012. "The Crisis of Intellectual Monopoly Capitalism," Department of Economics University of Siena 634, Department of Economics, University of Siena.
- Hounshell,David A. & Smith,John Kenly, 1989. "Science and Corporate Strategy," Cambridge Books, Cambridge University Press, number 9780521327671, Enero-Abr.
- Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 115-146, National Bureau of Economic Research, Inc.
- Maryann Feldman & Frederick Guy & Simona Iammarino, 2019. "Regional income disparities, monopoly & finance," Working Papers 43, Birkbeck Centre for Innovation Management Research, revised Feb 2021.
- Francesco D’Alessandro & Enrico Santarelli & Marco Vivarelli, 2026.
"The KSTE + I approach and the advent of AI technologies: evidence from the European regions,"
The Journal of Technology Transfer, Springer, vol. 51(1), pages 414-451, February.
- D'Al, Francesco & Santarelli, Enrico & Vivarelli, Marco, 2024. "The KSTE+I approach and the advent of AI technologies: evidence from the European regions," GLO Discussion Paper Series 1473, Global Labor Organization (GLO).
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Keywords
; ; ; ;JEL classification:
- I2 - Health, Education, and Welfare - - Education
- L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior
- O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
NEP fields
This paper has been announced in the following NEP Reports:- NEP-AIN-2025-05-26 (Artificial Intelligence)
- NEP-CSE-2025-05-26 (Economics of Strategic Management)
- NEP-HIS-2025-05-26 (Business, Economic and Financial History)
- NEP-KNM-2025-05-26 (Knowledge Management and Knowledge Economy)
- NEP-SBM-2025-05-26 (Small Business Management)
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