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The determinants and impact of research grants: The case of Brazilian productivity scholarships

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  • Perlin, Marcelo
  • Borenstein, Denis
  • Imasato, Takeyoshi
  • Reichert, Marcos

Abstract

Research Productivity Grant (PQ) is a governmental research award maintained by CPNq, the Brazilian Council of Research, and designed as a funding program to support scientific studies in all fields of science. Using a compilation of data from the Lattes platform, we study the individual CVs of more than 133000 researchers between 2005 and 2022 to examine PQ's selection criteria and impact on research productivity over time. First, a machine learning model can accurately predict who receives the financial support. This suggests that some parts of the evaluation process can be automated based on Lattes. Moreover, the main factors that impact the likelihood of a researcher receiving an entry-level PQ are the number of supervisions and papers published. These factors are consistent across different fields of science. Additionally, we found a significant and positive impact from receiving the award in key academic research output. After receiving a CNPq productivity award, researchers tend to increase the number of citations of papers and publications.

Suggested Citation

  • Perlin, Marcelo & Borenstein, Denis & Imasato, Takeyoshi & Reichert, Marcos, 2024. "The determinants and impact of research grants: The case of Brazilian productivity scholarships," Journal of Informetrics, Elsevier, vol. 18(4).
    • Handle: RePEc:eee:infome:v:18:y:2024:i:4:s1751157724000762
    DOI: 10.1016/j.joi.2024.101563
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    1. Ina Ganguli, 2017. "Saving Soviet Science: The Impact of Grants When Government R&D Funding Disappears," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 165-201, April.
    2. Pierre Azoulay & Joshua S Graff Zivin & Danielle Li & Bhaven N Sampat, 2019. "Public R&D Investments and Private-sector Patenting: Evidence from NIH Funding Rules," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 117-152.
    3. 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.
    4. Jacob, Brian A. & Lefgren, Lars, 2011. "The impact of research grant funding on scientific productivity," Journal of Public Economics, Elsevier, vol. 95(9), pages 1168-1177.
    5. Adam B. Jaffe, 2002. "Building Programme Evaluation into the Design of Public Research-Support Programmes," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(1), pages 22-34, Spring.
    6. Ashish Arora & Alfonso Gambardella, 2010. "The Impact of NSF Support for Basic Research in Economics," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 91-115, National Bureau of Economic Research, Inc.
    7. Partha, Dasgupta & David, Paul A., 1994. "Toward a new economics of science," Research Policy, Elsevier, vol. 23(5), pages 487-521, September.
    8. Hanna Hottenrott & Cornelia Lawson, 2014. "Research grants, sources of ideas and the effects on academic research," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(2), pages 109-133, March.
    9. 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.
    10. Raf Guns & Ronald Rousseau, 2014. "Recommending research collaborations using link prediction and random forest classifiers," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1461-1473, November.
    11. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    12. Junming Huang & Alexander J. Gates & Roberta Sinatra & Albert-László Barabási, 2020. "Historical comparison of gender inequality in scientific careers across countries and disciplines," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(9), pages 4609-4616, March.
    13. Bozeman, Barry & Gaughan, Monica, 2007. "Impacts of grants and contracts on academic researchers' interactions with industry," Research Policy, Elsevier, vol. 36(5), pages 694-707, June.
    14. Hottenrott, Hanna & Lawson, Cornelia, 2017. "Fishing for complementarities: Research grants and research productivity," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 1-38.
    15. Stefan Hornbostel & Susan Böhmer & Bernd Klingsporn & Jörg Neufeld & Markus Ins, 2009. "Funding of young scientist and scientific excellence," Scientometrics, Springer;Akadémiai Kiadó, vol. 79(1), pages 171-190, April.
    16. Marcelo S. Perlin & Takeyoshi Imasato & Denis Borenstein, 2018. "Is predatory publishing a real threat? Evidence from a large database study," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(1), pages 255-273, July.
    17. Jason Gush & Adam Jaffe & Victoria Larsen & Athene Laws, 2018. "The effect of public funding on research output: the New Zealand Marsden Fund," New Zealand Economic Papers, Taylor & Francis Journals, vol. 52(2), pages 227-248, May.
    18. Bornmann, Lutz & Leydesdorff, Loet & Van den Besselaar, Peter, 2010. "A meta-evaluation of scientific research proposals: Different ways of comparing rejected to awarded applications," Journal of Informetrics, Elsevier, vol. 4(3), pages 211-220.
    19. Mir M. Ali & Partha Bhattacharyya & Anthony J. Olejniczak, 2010. "The Effects of Scholarly Productivity and Institutional Characteristics on the Distribution of Federal Research Grants," The Journal of Higher Education, Taylor & Francis Journals, vol. 81(2), pages 164-178, March.
    20. Sotaro Shibayama, 2011. "Distribution of academic research funds: a case of Japanese national research grant," Scientometrics, Springer;Akadémiai Kiadó, vol. 88(1), pages 43-60, July.
    21. Göran Melin & Rickard Danell, 2006. "The top eight percent: Development of approved and rejected applicants for a prestigious grant in Sweden," Science and Public Policy, Oxford University Press, vol. 33(10), pages 702-712, December.
    22. Peter van den Besselaar & Ulf Sandström, 2016. "Gender differences in research performance and its impact on careers: a longitudinal case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 143-162, January.
    23. Butler, Linda, 2003. "Explaining Australia's increased share of ISI publications--the effects of a funding formula based on publication counts," Research Policy, Elsevier, vol. 32(1), pages 143-155, January.
    24. van den Besselaar, Peter & Heyman, Ulf & Sandström, Ulf, 2017. "Perverse effects of output-based research funding? Butler’s Australian case revisited," Journal of Informetrics, Elsevier, vol. 11(3), pages 905-918.
    25. repec:adr:anecst:y:2005:i:79-80:p:04 is not listed on IDEAS
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