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Innovationseffizienz in den EU-Ländern. Eine Data Envelopment Analysis (DEA)

Author

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  • Agnes Kügler
  • Jürgen Janger

Abstract

Innovationsaktivitäten sind ein zentrales Element für Strategien zur Steigerung der Wettbewerbsfähigkeit und zur Bewältigung von Herausforderungen wie dem Klimawandel. Die Umsetzung solcher Innovationsstrategien wird in vielen Ländern allerdings durch die Knappheit öffentlicher Mittel im Gefolge der Wirtschaftskrise erschwert. Daher ist ein effizienter Einsatz der knappen Ressourcen im FTI-Bereich entscheidend und das Interesse an adäquaten Methoden zur Effizienzmessung im Ländervergleich entsprechend groß. Die vorliegende Studie nimmt einen systematischen Leistungsvergleich der Länder der EU 28 mittels einer Data Envelopment Analysis (DEA) vor. Österreich könnte demnach durch einen effizienteren Einsatz der verfügbaren Mittel eine Steigerung des Innovationsoutputs zwischen 52% und 67% (Basis IUS, variable Skalenerträge) bzw. zwischen 12% und 28% (Basis WIFO-Berechnung, variable Skalenerträge) ohne entsprechende Steigerung der Inputs erreichen. Die innovationsstärksten Länder (Innovation Leaders) sind nicht immer auch die effizientesten, wie das Beispiel Schwedens oder Finnlands zeigt, deren Effizienz ebenso noch Verbesserungspotential aufweist. Allerdings sollte die Wahl der einbezogenen Input- und Innovationsoutputindikatoren wohlüberlegt sein, da sie erheblichen Einfluss auf die Ergebnisse der Analyse hat. Daneben birgt die DEA weitere Nachteile (z. B. systemische Innovationsprozessstruktur wird nicht berücksichtigt), die bei der Interpretation der Ergebnisse beachtet werden sollten.

Suggested Citation

  • Agnes Kügler & Jürgen Janger, 2015. "Innovationseffizienz in den EU-Ländern. Eine Data Envelopment Analysis (DEA)," WIFO Studies, WIFO, number 58202, April.
  • Handle: RePEc:wfo:wstudy:58202
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    References listed on IDEAS

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    1. Hölzl, Werner & Janger, Jürgen, 2014. "Distance to the frontier and the perception of innovation barriers across European countries," Research Policy, Elsevier, vol. 43(4), pages 707-725.
    2. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    3. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    4. Edquist , Charles & Zabala-Iturriagagoitia , Jon Mikel, 2015. "The Innovation Union Scoreboard is Flawed: The case of Sweden – not being the innovation leader of the EU," Papers in Innovation Studies 2015/16, Lund University, CIRCLE - Centre for Innovation Research.
    5. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    6. Philippe Aghion & Peter Howitt, 2006. "Joseph Schumpeter Lecture Appropriate Growth Policy: A Unifying Framework," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 269-314, 04-05.
    7. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    8. Musshoff, Oliver & Hirschauer, Norbert & Herink, Michael, 2009. "Bei welchen Problemstrukturen sind Data-Envelopment-Analysen sinnvoll? Eine kritische Würdigung," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 58(02), pages 1-11, February.
    9. Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988, November.
    10. Philippe Aghion & Reinhilde Veugelers & David Hemous, 2009. "No Green Growth Without Innovation," Policy Briefs 353, Bruegel.
    11. Edquist , Charles & Zabala-Iturriagagoitia , Jon Mikel, 2015. "The Innovation Union Scoreboard is flawed: The Case of Sweden – not the innovation leader of the EU – updated version," Papers in Innovation Studies 2015/27, Lund University, CIRCLE - Centre for Innovation Research.
    12. Jürgen Janger & Michael Böheim & Martin Falk & Rahel Falk & Werner Hölzl & Daniela Kletzan-Slamanig & Michael Peneder & Andreas Reinstaller & Fabian Unterlass, 2010. "Forschungs- und Innovationspolitik nach der Wirtschaftskrise," WIFO Monatsberichte (monthly reports), WIFO, vol. 83(8), pages 675-689, August.
    13. Guan, Jian Cheng & Yam, Richard C.M. & Mok, Chiu Kam & Ma, Ning, 2006. "A study of the relationship between competitiveness and technological innovation capability based on DEA models," European Journal of Operational Research, Elsevier, vol. 170(3), pages 971-986, May.
    14. Faber, Jan & Hesen, Anneloes Barbara, 2004. "Innovation capabilities of European nations: Cross-national analyses of patents and sales of product innovations," Research Policy, Elsevier, vol. 33(2), pages 193-207, March.
    15. Howitt, Peter & Aghion, Philippe, 2006. "Appropriate Growth Policy: A Unifying Framework," Scholarly Articles 4554121, Harvard University Department of Economics.
    16. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    17. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    1. Gunther Tichy, 2017. "Mangelnde Effizienz als Erfolgsbremse," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(9), pages 677-699, September.

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