Efficiency Analysis of Regional Innovation Development Based on DEA Malmquist Index

The aim of the work was to evaluate the dynamics of regional innovation development and compare the Russian regions according to their innovation efficiency, used resources, and achieved results. To estimate direct and indirect innovation effects, this study used the data on Russian regions accordin...

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Bibliografische Detailangaben

Hauptverfasser:	Anna Firsova, Galina Chernyshova
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2020-05-01
Schriftenreihe:	Information
Schlagworte:	data envelopment analysis Malmquist Index cluster analysis regional innovation system
Online-Zugang:	https://www.mdpi.com/2078-2489/11/6/294
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