IDEAS home Printed from https://ideas.repec.org/p/ict/wpaper/2013-157280.html

Determinants of Research Production at Top Universities

Author

Listed:
  • Quentin Max David

Abstract

In this paper, I analyze the determinants of research production by higher education institutionsin the United States. I use four measures to build an index of top-level academic researchproduction. I show that it is important to account for the presence of outliers in both dimensions(x and y axes), and that most top-ranked institutions can be considered outliers. I find thatuniversity income, the share of income devoted to research expenses, and faculty size significantlyincrease the ability of an institution to produce top-level academic research. I also show that therelationship between average professor quality (proxied by salary) and the production of researchis U-shaped, with a significant share of institutions located on the decreasing part of the curve.

Suggested Citation

  • Quentin Max David, 2013. "Determinants of Research Production at Top Universities," Working Papers TIMES² 2014-007, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:ict:wpaper:2013/157280
    as

    Download full text from publisher

    File URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/157280/1/WP2014-007.pdf
    File Function: WP2014-007
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Catherine Dehon & Alice McCathie & Vincenzo Verardi, 2010. "Uncovering excellence in academic rankings: a closer look at the Shanghai ranking," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(2), pages 515-524, May.
    2. Van Biesebroeck, Johannes, 2005. "Firm Size Matters: Growth and Productivity Growth in African Manufacturing," Economic Development and Cultural Change, University of Chicago Press, vol. 53(3), pages 545-583, April.
    3. Philippe Aghion & Mathias Dewatripont & Jeremy C. Stein, 2008. "Academic freedom, private‐sector focus, and the process of innovation," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 617-635, September.
    4. Luc Bauwens & Giordano Mion & Jacques-François Thisse, 2011. "The Resistible Decline of European Science," Recherches économiques de Louvain, De Boeck Université, vol. 77(4), pages 5-31.
    5. Philippe Aghion & André Sapir & Mathias Dewatripont, . "Higher aspirations- an agenda for reforming European universities," Bruegel Blueprints, Bruegel, number 1.
    6. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    7. repec:wbk:wbpubs:27936 is not listed on IDEAS
    8. Philippe Aghion & André Sapir & Mathias Dewatripont, 2007. "Why Reform Europe's Universities?," Bruegel Policy Brief 34, Bruegel.
    9. Payne A. Abigail & Siow Aloysius, 2003. "Does Federal Research Funding Increase University Research Output?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-24, May.
    10. Nicola Lacetera, 2009. "Different Missions and Commitment Power in R&D Organizations: Theory and Evidence on Industry-University Alliances," Organization Science, INFORMS, vol. 20(3), pages 565-582, June.
    11. Catherine Dehon & Marjorie Gassner & Vincenzo Verardi, 2008. "A New Hausmann Type Test to Detect the Presence of Influential Outliers," Working Papers ECARES 2008_006, ULB -- Universite Libre de Bruxelles.
    12. repec:cup:jdemec:v:77:y:2011:i:04:p:5-31_00 is not listed on IDEAS
    13. Pierre Azoulay & Joshua S. Graff Zivin & Jialan Wang, 2010. "Superstar Extinction," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 549-589.
    14. Bruno Van Pottelsberghe & Dominique Guellec, 2008. "Patents and academic research: a state of the art," ULB Institutional Repository 2013/6187, ULB -- Universite Libre de Bruxelles.
    15. Gulbrandsen, Magnus & Smeby, Jens-Christian, 2005. "Industry funding and university professors' research performance," Research Policy, Elsevier, vol. 34(6), pages 932-950, August.
    16. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    17. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    18. Alexander Whalley & Justin Hicks, 2014. "Spending Wisely? How Resources Affect Knowledge Production In Universities," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 35-55, January.
    19. Gordon C. Winston, 1999. "Subsidies, Hierarchy and Peers: The Awkward Economics of Higher Education," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 13-36, Winter.
    20. Charles T. Clotfelter, 1999. "The Familiar but Curious Economics of Higher Education: Introduction to a Symposium," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 3-12, Winter.
    21. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jacqmin, Julien & Lefebvre, Mathieu, 2016. "Does sector-specific experience matter? The case of European higher education ministers," Research Policy, Elsevier, vol. 45(5), pages 987-998.
    2. David Emanuel Andersson & Åke E. Andersson & Björn Hårsman & Xiyi Yang, 2020. "The geography of science in 12 European countries: a NUTS2-level analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(2), pages 1099-1125, August.
    3. Julien Jacqmin & Mathieu Lefebvre, 2021. "Fiscal decentralization and the performance of higher education institutions: the case of Europe," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(3), pages 743-758, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. David Quentin, 2014. "Determinants of Research Production at Top US Universities," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(1), pages 81-109, January.
    2. Quentin David, 2009. "The Determinants of Research Production by U.S. Universities," DEM Discussion Paper Series 09-16, Department of Economics at the University of Luxembourg.
    3. Quentin Max David, 2014. "Determinants of research production at top US Universities," ULB Institutional Repository 2013/194594, ULB -- Universite Libre de Bruxelles.
    4. Lee, Kyootai & Jung, Hyun Ju, 2021. "Does TTO capability matter in commercializing university technology? Evidence from longitudinal data in South Korea," Research Policy, Elsevier, vol. 50(1).
    5. Ejermo, Olof & Sofer, Yotam, 2024. "When colleges graduate: Micro-level effects on publications and scientific organization," Research Policy, Elsevier, vol. 53(6).
    6. Daniel Coronado & Esther Flores & M. Ángeles Martínez, 2017. "The role of regional economic specialization in the production of university-owned patents," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 513-533, September.
    7. Galasso, Alberto & Schankerman, Mark, 2013. "Patents and Cumulative Innovation:Causal Evidence from the Courts," IIR Working Paper 13-16, Institute of Innovation Research, Hitotsubashi University.
    8. Mendieta-Muñoz, Ivan, 2015. "Is potential output growth falling?," MPRA Paper 68278, University Library of Munich, Germany.
    9. Miquel-Àngel Garcia-López & Ilias Pasidis & Elisabet Viladecans-Marsal, 2022. "Congestion in highways when tolls and railroads matter: evidence from European cities [The congestion relief benefit of public transit: evidence from Rome]," Journal of Economic Geography, Oxford University Press, vol. 22(5), pages 931-960.
    10. Hussinger, Katrin & Pellens, Maikel, 2019. "Guilt by association: How scientific misconduct harms prior collaborators," Research Policy, Elsevier, vol. 48(2), pages 516-530.
    11. Saul Lach & Mark Schankerman, 2008. "Incentives and invention in universities," RAND Journal of Economics, RAND Corporation, vol. 39(2), pages 403-433, June.
    12. Quentin Plantec & Pascal Le Masson & Benoît Weil, 2022. "Mécanismes de découvertes – inventions dans la recherche industrielle : aux origines de CRISPR-Cas9 dans l’industrie agroalimentaire," Post-Print hal-03727323, HAL.
    13. Alex Coad, 2008. "Distance to Frontier and Appropriate Business Strategy," LEM Papers Series 2008/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. Chris SAKELLARIOU & Fang ZHENG, 2014. "Returns to Schooling for Urban Residents and Migrants in China: New IV Estimates and a Comprehensive Investigation," Economic Growth Centre Working Paper Series 1407, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    15. Carillo, Maria Rosaria & Papagni, Erasmo & Sapio, Alessandro, 2013. "Do collaborations enhance the high-quality output of scientific institutions? Evidence from the Italian Research Assessment Exercise," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 47(C), pages 25-36.
    16. Kellermann, Kersten & Schlag, Carsten-Henning, 2012. "Hochschulen im Zentrum der Wachstumspolitik: Von der europäischen zur liechtensteinischen Perspektive," KOFL Studien, Konjunkturforschungsstelle Liechtenstein (KOFL), Vaduz, volume 8, number 8.
    17. Schuelke-Leech, Beth-Anne, 2013. "Resources and research: An empirical study of the influence of departmental research resources on individual STEM researchers involvement with industry," Research Policy, Elsevier, vol. 42(9), pages 1667-1678.
    18. Eriksen, Michael D. & Rosenthal, Stuart S., 2010. "Crowd out effects of place-based subsidized rental housing: New evidence from the LIHTC program," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 953-966, December.
    19. Sandra Rodriguez A., 2015. "Poder de monopsonio en el mercado de aseguramiento en salud en Colombia," Revista de Economía del Caribe, Universidad del Norte, vol. 0(0), pages 1-31.
    20. Pierre Azoulay & Joshua S. Graff Zivin & Gustavo Manso, 2011. "Incentives and creativity: evidence from the academic life sciences," RAND Journal of Economics, RAND Corporation, vol. 42(3), pages 527-554, September.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ict:wpaper:2013/157280. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Benoit Pauwels (email available below). General contact details of provider: https://edirc.repec.org/data/iculbbe.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.