基于DEA Malmquist指数的区域创新溢出效应建模

Proceedings of the Fourth Workshop on Computer Modelling in Decision Making (CMDM 2019) Pub Date : 1900-01-01 DOI:10.2991/ahcs.k.191206.019

A. Firsova, G. Chernyshova

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引用次数: 5

摘要

本文介绍了利用数据包络分析(DEA)工具研究创新溢出效应的结果。本研究的新颖之处在于，建立了基于Malmquist指数的评价方法和基于产出导向的DEA模型来分析区域创新系统的发展动态。对区域和国家两级创新系统的发展进行了评估，计算了马尔姆奎斯特指数，考虑到溢出效应的评价，确定了各区域的特征，并就创新活动的发展动态得出了结论。研究结果表明，2005-2017年俄罗斯经济存在积极的创新溢出效应。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Modeling of Regional Innovation Spillover Effects Based on DEA Malmquist Index

The article presents the results of a study of innovative spillover effects using Data Envelopment Analysis (DEA) tools. The study is novel, in that an assessment methodology has been developed based on the Malmquist index and an output-oriented DEA model has been built to analyze the dynamics of the regional innovation system development. The development of innovative systems at the regional and national levels has been assessed, the Malmquist Index has been calculated, the characteristics of the regions have been determined taking into account the evaluation of spillover effects, and conclusions have been drawn on the dynamics of the development of innovative activities. The results of the study indicate the presence of positive innovative spillover effects over 2005–2017 in the Russian economy.

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Proceedings of the Fourth Workshop on Computer Modelling in Decision Making (CMDM 2019)

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