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Quality and quantity in the innovation process of firms: a statistical approach

Author

Listed:
  • Massimiliano Agovino

    (University of Naples Parthenope)

  • Luigi Aldieri

    (University of Naples Parthenope)

  • Antonio Garofalo

    (University of Naples Parthenope)

  • Concetto Paolo Vinci

    (University of Salerno)

Abstract

The aim of this paper is to construct a technological index to measure the efficiency level of firms, in such a way that it takes into account simultaneously both the quantity and quality of scientific research. To this end, we use a statistical approach based on fuzzy theory. We explore data for 682 international firms relative to three economic areas, namely the USA, Japan and Europe. Data concerning firms’ patents were obtained from the European Patent Office. We implement a statistical analysis based on fuzzy theory through three steps: (1) choice of the variables; (2) construction of the membership function (mf); (3) calculation of the weights associated with each mf; (4) aggregation of the mf.

Suggested Citation

  • Massimiliano Agovino & Luigi Aldieri & Antonio Garofalo & Concetto Paolo Vinci, 2017. "Quality and quantity in the innovation process of firms: a statistical approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(4), pages 1579-1591, July.
    • Handle: RePEc:spr:qualqt:v:51:y:2017:i:4:d:10.1007_s11135-016-0353-y
    DOI: 10.1007/s11135-016-0353-y
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    1. Luigi Aldieri & Michele Cincera, 2009. "Geographic and technological R&D spillovers within the triad: micro evidence from US patents," The Journal of Technology Transfer, Springer, vol. 34(2), pages 196-211, April.
    2. John Van Reenen & Rupert Harrison & Rachel Griffith, 2006. "How Special Is the Special Relationship? Using the Impact of U.S. R&D Spillovers on U.K. Firms as a Test of Technology Sourcing," American Economic Review, American Economic Association, vol. 96(5), pages 1859-1875, December.
    3. Horst Feldmann, 2013. "Technological unemployment in industrial countries," Journal of Evolutionary Economics, Springer, vol. 23(5), pages 1099-1126, November.
    4. 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.
    5. repec:fth:harver:1473 is not listed on IDEAS
    6. Luigi Aldieri, 2013. "Knowledge technological proximity: evidence from US and European patents," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(8), pages 807-819, November.
    7. Ornaghi, Carmine, 2006. "Spillovers in product and process innovation: Evidence from manufacturing firms," International Journal of Industrial Organization, Elsevier, vol. 24(2), pages 349-380, March.
    8. Sara Lelli, 2001. "Factor Analysis vs. Fuzzy Sets Theory: Assessing the Influence of Different Techniques on Sen's Functioning Approach," Public Economics Working Paper Series ces0121, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
    9. Jaffe, Adam B., 1989. "Characterizing the "technological position" of firms, with application to quantifying technological opportunity and research spillovers," Research Policy, Elsevier, vol. 18(2), pages 87-97, April.
    10. Luigi Aldieri, 2011. "Technological and geographical proximity effects on knowledge spillovers: evidence from the US patent citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(6), pages 597-607, January.
    11. Michele Cincera, 2005. "Firms' productivity growth and R&D spillovers: An analysis of alternative technological proximity measures," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(8), pages 657-682.
    12. Michael Freudenberg, 2003. "Composite Indicators of Country Performance: A Critical Assessment," OECD Science, Technology and Industry Working Papers 2003/16, OECD Publishing.
    13. Benner, Mary & Waldfogel, Joel, 2008. "Close to you? Bias and precision in patent-based measures of technological proximity," Research Policy, Elsevier, vol. 37(9), pages 1556-1567, October.
    14. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    15. Moncada-Paternò-Castello, Pietro & Ciupagea, Constantin & Smith, Keith & Tübke, Alexander & Tubbs, Mike, 2010. "Does Europe perform too little corporate R&D? A comparison of EU and non-EU corporate R&D performance," Research Policy, Elsevier, vol. 39(4), pages 523-536, May.
    16. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    17. Franco Malerba & Maria Mancusi & Fabio Montobbio, 2013. "Innovation, international R&D spillovers and the sectoral heterogeneity of knowledge flows," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 697-722, December.
    18. Bar, Talia & Leiponen, Aija, 2012. "A measure of technological distance," Economics Letters, Elsevier, vol. 116(3), pages 457-459.
    19. Emmanuel Duguet & Megan MacGarvie, 2005. "How well do patent citations measure flows of technology? Evidence from French innovation surveys," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(5), pages 375-393.
    20. Vania Sena & Dolores Anon Higon, 2014. "Productivity, R&D Spillovers and Educational Attainment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 1-23, February.
    21. Meagher, Kieron & Rogers, Mark, 2004. "Network density and R&D spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 53(2), pages 237-260, February.
    22. Stéphane Maraut & Hélène Dernis & Colin Webb & Vincenzo Spiezia & Dominique Guellec, 2008. "The OECD REGPAT Database: A Presentation," OECD Science, Technology and Industry Working Papers 2008/2, OECD Publishing.
    23. repec:bla:scandj:v:104:y:2002:i:4:p:531-45 is not listed on IDEAS
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