2009R and D ManagementRequires access

Analysis of the Impact of Environment Factors on Regional Innovation Efficiency——Empirical Test Based on the DEA-Tobit Two-step Method

Jia Li

Open publisher page 6 citations

Abstract

It analyzes the environment factors of China's interprovincial region innovation efficiency by using the DEA-Tobit two-step method. Empirical test result shows there's a distinct positive correlation between the educational level of workers and the region innovation efficiency,while a distinct negative correlation between the level of entrepreneurship and the region innovation efficiency. It is possibly the result of China's poor region entrepreneurial environment. Further analysis demonstrates that the influence of the educational level of workers on the region innovation efficiency mainly rely on the proportion of the educational investment to GDP,but not the average level of education. The distinct negative influence of the level of entrepreneurship on the region innovation efficiency is mainly related with the increase of private technological enterprises,while the high and new technology enterprises' influence is not remarkable. The conclusion provides policy enlightenment for China's regional innovation engineering construction.

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What this paper is about

It analyzes the environment factors of China's interprovincial region innovation efficiency by using the DEA-Tobit two-step method. Empirical test result shows there's a distinct positive correlation between the educational level of workers and the region innovation efficiency,while a distinct negative correlation between the level of entrepreneurship and the region innovation efficiency. It is possibly the result of China's poor region entrepreneurial environment. Further analysis demonstrates that the influence of the educational level of workers on the region innovation efficiency mainly rely on the proportion of the educational investment to GDP,but not the average level of education. The distinct negative influence of the level of entrepreneurship on the region innovation efficiency is mainly related with the increase of private technological enterprises,while the high and new technology enterprises' influence is not remarkable. The conclusion provides policy enlightenment for China's regional innovation engineering construction.

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OpenAlex reports 6 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

It analyzes the environment factors of China's interprovincial region innovation efficiency by using the DEA-Tobit two-step method. Empirical test result shows there's a distinct positive correlation between the educational level of workers and the region innovation efficiency,while a distinct negative correlation between the level of entrepreneurship and the region innovation efficiency. It is possibly the result of China's poor region entrepreneurial environment. Further analysis demonstrates that the influence of the educational level of workers on the region innovation efficiency mainly rely on the proportion of the educational investment to GDP,but not the average level of education. The distinct negative influence of the level of entrepreneurship on the region innovation efficiency is mainly related with the increase of private technological enterprises,while the high and new technology enterprises' influence is not remarkable. The conclusion provides policy enlightenment for China's regional innovation engineering construction.

Key concepts: Tobit model, China, Investment (military), Enlightenment, Entrepreneurship, Technology innovation, Test (biology), Negative correlation

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Analysis of the Impact of Environment Factors on Regional Innovation Efficiency——Empirical Test Based on the DEA-Tobit Two-step Method — Research Paper | ScholarLens