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Measuring technological breadth and depth of patent documents using Rao’s Quadratic Entropy

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  • Davit Khachatryan
  • Brigitte Muehlmann

Abstract

In this article we propose indices for technological breadth and depth of patent documents. We conceptually compare and contrast several indices that have been used in the existing literature, explaining main limitations. Motivated by the drawbacks of those we demonstrate how Rao’s Quadratic Entropy, a statistical index used in ecology for measuring biodiversity, can be decomposed to separately measure technological breadth and depth. The properties of breadth and depth are then investigated using patents for business data processing. For the technological domains with the highest patenting activity, we show how the novel measures of technological breadth and depth can be used to rank the patenting entities by average breadth, and identify ones with inventions that on average exceed the domain-specific average depth. Practical implications of the proposed indices are also exemplified and discussed in the context of competitor analysis for entrepreneurial ventures in the area of network security for business data processing.

Suggested Citation

  • Davit Khachatryan & Brigitte Muehlmann, 2019. "Measuring technological breadth and depth of patent documents using Rao’s Quadratic Entropy," Journal of Applied Statistics, Taylor & Francis Journals, vol. 46(15), pages 2819-2844, November.
  • Handle: RePEc:taf:japsta:v:46:y:2019:i:15:p:2819-2844
    DOI: 10.1080/02664763.2019.1619072
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    Cited by:

    1. Song, Haoyang & Hou, Jianhua & Zhang, Yang, 2023. "The measurements and determinants of patent technological value: Lifetime, strength, breadth, and dispersion from the technology diffusion perspective," Journal of Informetrics, Elsevier, vol. 17(1).
    2. Benoit Carmichael & Gilles Boevi Koumou & Kevin Moran, 2021. "The political reception of innovations," Cahiers de recherche 2107, Centre de recherche sur les risques, les enjeux économiques, et les politiques publiques.
    3. Benoît Carmichael & Gilles Boevi Koumou & Kevin Moran, 2021. "The RQE-CAPM : New insights about the pricing of idiosyncratic risk," CIRANO Working Papers 2021s-28, CIRANO.

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