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Working Paper

Innovation Rankings: Good, Bad or Revealing?

Kiel Working Papers, 1882

Authors

  • Cai
  • Y.
  • Hanley
  • A.

Publication Date

JEL Classification

C14 C61 O38

Key Words

Data Envelopment Analysis

Efficiency Indicators

Global Competitiveness Report

Related Topics

Innovation and Structural Change

The standard indicators used to compare cross-country innovation are in the Global Competitiveness Report (GCR). But there are problems with aggregation and response bias with these largely self-reported measures (Hollanders and van Cruysen, 2008). We propose a theory-based metric using Data Envelopment Analysis which corrects for sample bias and considers Returns to Scale. The derived ranking compares well to components of the GCR. Moreover, in second-stage estimations, our corrected efficiency score correlates well with standard Growth Theory indicators.

Kiel Institute Expert

  • Prof. Aoife Hanley, Ph.D.
    Kiel Institute Researcher

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