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The impact of hybrid public and market-oriented financing mechanisms on the scientific portfolio and performances of public research labs: a scientometric analysis

Author

Listed:
  • Mario Coccia

    (National Council of Research of Italy, CNR-Ceris
    RAND Corporation
    United Nations University)

  • Greta Falavigna

    (National Council of Research of Italy)

  • Alessandro Manello

    (National Council of Research of Italy)

Abstract

The scientific problem of this study is the analysis of the portfolio of outputs by public research labs in the presence of hybrid funding scheme based on public and market-oriented financing mechanisms. Research institutes are considered Decision Making Units, which produce two different kinds of scientific outputs using inputs. We consider some scientific outputs with more international visibility (High Visibility Outputs-HVOs) than others called Low Visibility Outputs (LVOs). We confront this problem by a scientometric approach applying models of the Directional Output Distance Function, which endeavours to measure and analyze the effects of hybrid financing of public research labs in terms of potential loss in high quality scientific outputs, in particular when the share of market-oriented funds is beyond a specific threshold. Results, considering R&D organizations of “hard sciences”, seem to show that a hybrid financing scheme, too market-oriented for supporting operation (and survival) of research labs, tends to affect scientific output portfolio by lowering scientific performances and HVOs. The study here also proposes a preliminary analysis of the optimal level of market financing in relation to total financial resources for a fruitful co-existence of market and public funding scheme to maximize the scientific output (publications) of R&D labs. The findings show main differences across scientific departments and some critical weaknesses points and threats by public research labs for production of scientific outputs.

Suggested Citation

  • Mario Coccia & Greta Falavigna & Alessandro Manello, 2015. "The impact of hybrid public and market-oriented financing mechanisms on the scientific portfolio and performances of public research labs: a scientometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 151-168, January.
  • Handle: RePEc:spr:scient:v:102:y:2015:i:1:d:10.1007_s11192-014-1427-z
    DOI: 10.1007/s11192-014-1427-z
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    References listed on IDEAS

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    1. Greta Falavigna & Alessandro Manello, 2013. "External funding, efficiency and productivity growth in public research: the case of the Italian National Research Council," Research Evaluation, Oxford University Press, vol. 23(1), pages 33-47, December.
    2. Grit Laudel, 2006. "The art of getting funded: How scientists adapt to their funding conditions," Science and Public Policy, Oxford University Press, vol. 33(7), pages 489-504, August.
    3. Dennis A. Gioia & Kumar Chittipeddi, 1991. "Sensemaking and sensegiving in strategic change initiation," Strategic Management Journal, Wiley Blackwell, vol. 12(6), pages 433-448, September.
    4. Antreas Athanassopoulos & Estelle Shale, 1997. "Assessing the Comparative Efficiency of Higher Education Institutions in the UK by the Means of Data Envelopment Analysis," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 117-134.
    5. Gulbrandsen, Magnus & Smeby, Jens-Christian, 2005. "Industry funding and university professors' research performance," Research Policy, Elsevier, vol. 34(6), pages 932-950, August.
    6. Dirk Czarnitzki & Kornelius Kraft, 2012. "Spillovers of innovation activities and their profitability," Oxford Economic Papers, Oxford University Press, vol. 64(2), pages 302-322, April.
    7. Patrick Llerena & Mireille Matt & Véronique Schaeffer, 2003. "The Evolution of French Research Policies and the Impacts on the Universities and Public Research Organizations," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 5, Edward Elgar Publishing.
    8. Kao, Chiang & Hung, Hsi-Tai, 2008. "Efficiency analysis of university departments: An empirical study," Omega, Elsevier, vol. 36(4), pages 653-664, August.
    9. Bart Thijs & Wolfgang Glänzel, 2008. "A structural analysis of publication profiles for the classification of European research institutes," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(2), pages 223-236, February.
    10. Mario Coccia & Secondo Rolfo, 2009. "Project management in public research organisations: strategic change in complex scenarios," International Journal of Project Organisation and Management, Inderscience Enterprises Ltd, vol. 1(3), pages 235-252.
    11. Van Looy, Bart & Ranga, Marina & Callaert, Julie & Debackere, Koenraad & Zimmermann, Edwin, 2004. "Combining entrepreneurial and scientific performance in academia: towards a compounded and reciprocal Matthew-effect?," Research Policy, Elsevier, vol. 33(3), pages 425-441, April.
    12. Coccia, Mario, 2008. "Measuring scientific performance of public research units for strategic change," Journal of Informetrics, Elsevier, vol. 2(3), pages 183-194.
    13. Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
    14. Sanz-Menendez, Luis & Cruz-Castro, Laura, 2003. "Coping with environmental pressures: public research organisations responses to funding crises," Research Policy, Elsevier, vol. 32(8), pages 1293-1308, September.
    15. Sarrico, Cláudia S. & Teixeira, Pedro N. & Rosa, Maria J. & Cardoso, Margarida F., 2009. "Subject mix and productivity in Portuguese universities," European Journal of Operational Research, Elsevier, vol. 197(1), pages 287-295, August.
    16. Nicolas Carayol & Mireille Matt, 2004. "The exploitation of complementarities in scientific production process at the laboratory level," Post-Print hal-00278688, HAL.
    17. Goldfarb, Brent, 2008. "The effect of government contracting on academic research: Does the source of funding affect scientific output," Research Policy, Elsevier, vol. 37(1), pages 41-58, February.
    18. Mario Coccia & Emanuele Cadario, 2014. "Organisational (un)learning of public research labs in turbulent context," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 15(2), pages 115-129.
    19. Färe, Rolf & Grosskopf, Shawna & Pasurka, Carl A., 2007. "Environmental production functions and environmental directional distance functions," Energy, Elsevier, vol. 32(7), pages 1055-1066.
    20. Dirk Czarnitzki & Andrew Toole, 2010. "Is there a trade-off between academic research and faculty entrepreneurship? Evidence from US NIH supported biomedical researchers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(5), pages 505-520.
    21. Groot, Tom & Garcia-Valderrama, Teresa, 2006. "Research quality and efficiency: An analysis of assessments and management issues in Dutch economics and business research programs," Research Policy, Elsevier, vol. 35(9), pages 1362-1376, November.
    22. Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), 2003. "Science and Innovation," Books, Edward Elgar Publishing, number 2831.
    23. Mario Coccia, 2009. "Research performance and bureaucracy within public research labs," Scientometrics, Springer;Akadémiai Kiadó, vol. 79(1), pages 93-107, April.
    24. Czarnitzki, Dirk & Thorwarth, Susanne, 2009. "The design paradox: the contribution of in-house and external design activities on product market performance," ZEW Discussion Papers 09-068, ZEW - Leibniz Centre for European Economic Research.
    25. Fare, Rolf, et al, 1989. "Multilateral Productivity Comparisons When Some Outputs Are Undesirable: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 90-98, February.
    26. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2011. "Commercializing academic research: the quality of faculty patenting," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(5), pages 1403-1437, October.
    27. Abramo, Giovanni & Cicero, Tindaro & D’Angelo, Ciriaco Andrea, 2011. "A field-standardized application of DEA to national-scale research assessment of universities," Journal of Informetrics, Elsevier, vol. 5(4), pages 618-628.
    28. Rolf Färe & Shawna Grosskopf, 2000. "Theory and Application of Directional Distance Functions," Journal of Productivity Analysis, Springer, vol. 13(2), pages 93-103, March.
    29. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
    30. Hicks, Diana, 2012. "Performance-based university research funding systems," Research Policy, Elsevier, vol. 41(2), pages 251-261.
    31. Mario Coccia, 2008. "New organisational behaviour of public research institutions: lessons learned from Italian case study," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 2(4), pages 402-419.
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