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Selection bias in innovation studies: A simple test

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  • De Rassenfosse, Gaétan
  • Wastyn, Annelies

Abstract

The study of the innovative output of firms often relies on a count of patents filed at one single office of reference such as the European Patent Office (EPO). Yet, not all firms file their patents at the EPO, raising the specter of a selection bias. Using a novel dataset of the whole population of patents by Belgian firms, we show that the single-office count results in a selection bias that affects econometric estimates of innovation production functions. We propose a methodology to evaluate whether estimates that rely on the single-office count are affected by a selection bias. --

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Bibliographic Info

Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 12-012.

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Date of creation: 2012
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Handle: RePEc:zbw:zewdip:12012

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Keywords: Innovation production function; patent; R&D; selection bias;

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References

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Cited by:
  1. de Rassenfosse, Gaétan & Dernis, Hélène & Guellec, Dominique & Picci, Lucio & van Pottelsberghe de la Potterie, Bruno, 2013. "The worldwide count of priority patents: A new indicator of inventive activity," Research Policy, Elsevier, vol. 42(3), pages 720-737.
  2. Jérôme Danguy & Gaétan de Rassenfosse & Bruno Van Pottelsberghe, 2013. "On the Origins of the Worldwide Surge in Patenting: An Industry Perspective on the R&D-patent Relationship," Working Papers ECARES 2013/143016, ULB -- Universite Libre de Bruxelles.

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