Working Paper

Innovation Rankings: Good, Bad or Revealing?


  • Cai
  • Y.
  • Hanley
  • A.
Publication Date

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


JEL Classification
C14, C61, O38

Key Words

  • Data Envelopment Analysis
  • Efficiency Indicators
  • Global Competitiveness Report