Arbeitspapier
Innovation rankings: Good, bad or revealing?
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.
- Language
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Englisch
- Bibliographic citation
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Series: Kiel Working Paper ; No. 1882
- Classification
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Wirtschaft
Optimization Techniques; Programming Models; Dynamic Analysis
Semiparametric and Nonparametric Methods: General
Technological Change: Government Policy
- Subject
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Data Envelopment Analysis
Efficiency Indicators
Global Competitiveness Report
- Event
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Geistige Schöpfung
- (who)
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Cai, Yuezhou
Hanley, Aoife
- Event
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Veröffentlichung
- (who)
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Kiel Institute for the World Economy (IfW)
- (where)
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Kiel
- (when)
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2013
- Handle
- Last update
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10.03.2025, 11:43 AM CET
Data provider
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Cai, Yuezhou
- Hanley, Aoife
- Kiel Institute for the World Economy (IfW)
Time of origin
- 2013