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Scientific Output of US and European Universities Scales Super-linearly with Resources

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By using a comprehensive dataset of US and European universities, we demonstrate super-linear scaling between university revenues and their volume of publications and citations. We show that this relationship holds both in the US and in Europe. In terms of resources, our data show that three characteristics differentiate the US system: (1) a significantly higher level of resources for the entire system, (2) a clearer distinction between education-oriented institutions and doctoral universities and (3) a higher concentration of resources among doctoral universities. Accordingly, a group of US universities receive a much larger amount of resources and have a far higher number of publications and especially citations when compared to their European counterparts. These results demonstrate empirically the pervasiveness of a social order where financial resources are tightly coupled with a measure of ‘excellence’ associated with international rankings and, additionally, where the widely accepted measures of ‘excellence’ in reality ‘prime’ resources. They therefore raise important questions for policy-making and for the management of higher education institutions.

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  • Leporia, Benedetto & Geuna, Aldo & Mira, Antonietta, 2018. "Scientific Output of US and European Universities Scales Super-linearly with Resources," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201806, University of Turin.
    • Handle: RePEc:uto:labeco:201806
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    1. Ludo Waltman & Clara Calero‐Medina & Joost Kosten & Ed C.M. Noyons & Robert J.W. Tijssen & Nees Jan van Eck & Thed N. van Leeuwen & Anthony F.J. van Raan & Martijn S. Visser & Paul Wouters, 2012. "The Leiden ranking 2011/2012: Data collection, indicators, and interpretation," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(12), pages 2419-2432, December.
    2. Philippe Aghion & Mathias Dewatripont & Caroline Hoxby & Andreu Mas-Colell & André Sapir, 2010. "The governance and performance of universities: evidence from Europe and the US [Distance to frontier, selection, and economic growth]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(61), pages 7-59.
    3. Bartolucci, F. & Scaccia, L., 2005. "The use of mixtures for dealing with non-normal regression errors," Computational Statistics & Data Analysis, Elsevier, vol. 48(4), pages 821-834, April.
    4. Andrea Bonaccorsi, 2007. "Explaining poor performance of European science: Institutions versus policies," Science and Public Policy, Oxford University Press, vol. 34(5), pages 303-316, June.
    5. Catherine Paradeise & Jean-Claude Thoenig, 2013. "Academic Institutions in Search of Quality: Local Orders and Global Standards," Post-Print halshs-00871625, HAL.
    6. Ellen Hazelkorn, 2009. "Rankings and the battle for world-class excellence: Institutional strategies and policy choices," Higher Education Management and Policy, OECD Publishing, vol. 21(1), pages 1-22.
    7. Stephan, Paula E., 2010. "The Economics of Science," 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 217-273, Elsevier.
    8. Paula Stephan, 2014. "The Endless Frontier: Reaping What Bush Sowed?," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 321-366, National Bureau of Economic Research, Inc.
    9. Koshal, Rajindar K. & Koshal, Manjulika, 1999. "Economies of scale and scope in higher education: a case of comprehensive universities," Economics of Education Review, Elsevier, vol. 18(2), pages 269-277, April.
    10. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    11. David J. Weerts & Justin M. Ronca, 2012. "Understanding Differences in State Support for Higher Education across States, Sectors, and Institutions: A Longitudinal Study," The Journal of Higher Education, Taylor & Francis Journals, vol. 83(2), pages 155-185, March.
    12. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    13. repec:dau:papers:123456789/12525 is not listed on IDEAS
    14. Ludo Waltman & Clara Calero-Medina & Joost Kosten & Ed C.M. Noyons & Robert J.W. Tijssen & Nees Jan Eck & Thed N. Leeuwen & Anthony F.J. Raan & Martijn S. Visser & Paul Wouters, 2012. "The Leiden ranking 2011/2012: Data collection, indicators, and interpretation," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(12), pages 2419-2432, December.
    15. Katz, J. Sylvan, 1999. "The self-similar science system1," Research Policy, Elsevier, vol. 28(5), pages 501-517, June.
    16. Abramo, Giovanni & D’Angelo, Ciriaco Andrea, 2016. "A farewell to the MNCS and like size-independent indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 646-651.
    17. Andrea Bonaccorsi & Tindaro Cicero & Peter Haddawy & Saeed-UL Hassan, 2017. "Explaining the transatlantic gap in research excellence," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 217-241, January.
    18. David A. King, 2004. "The scientific impact of nations," Nature, Nature, vol. 430(6997), pages 311-316, July.
    19. Waltman, Ludo & van Eck, Nees Jan, 2015. "Field-normalized citation impact indicators and the choice of an appropriate counting method," Journal of Informetrics, Elsevier, vol. 9(4), pages 872-894.
    20. Anthony F J van Raan, 2013. "Universities Scale Like Cities," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-14, March.
    21. Önder Nomaler & Koen Frenken & Gaston Heimeriks, 2014. "On Scaling of Scientific Knowledge Production in U.S. Metropolitan Areas," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-6, October.
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