Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model
Previous researches have proved the positive effect of creative human capital and its development on the development of economy. Yet, the technical efficiency of creative human capital and its effects are still under research. The authors are trying to estimate the technical efficiency value in Chin...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2014/964275 |
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| _version_ | 1832553588139753472 |
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| author | Jian Ma Yueru Ma Yong Bai Bing Xia |
| author_facet | Jian Ma Yueru Ma Yong Bai Bing Xia |
| author_sort | Jian Ma |
| collection | DOAJ |
| description | Previous researches have proved the positive effect of creative human capital and its development on the development of economy. Yet, the technical efficiency of creative human capital and its effects are still under research. The authors are trying to estimate the technical efficiency value in Chinese context, which is adjusted by the environmental variables and statistical noises, by establishing a three-stage data envelopment analysis model, using data from 2003 to 2010. The research results indicate that, in this period, the entirety of creative human capital in China and the technical efficiency value in different regions and different provinces is still in the low level and could be promoted. Otherwise, technical non-efficiency is mostly derived from the scale nonefficiency and rarely affected by pure technical efficiency. The research also examines environmental variables’ marked effects on the technical efficiency, and it shows that different environmental variables differ in the aspect of their own effects. The expansion of the scale of education, development of healthy environment, growth of GDP, development of skill training, and population migration could reduce the input of creative human capital and promote the technical efficiency, while development of trade and institutional change, on the contrary, would block the input of creative human capital and the promotion the technical efficiency. |
| format | Article |
| id | doaj-art-107779d5a1774d329a1fb618a5d654cc |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-107779d5a1774d329a1fb618a5d654cc2025-02-03T05:53:36ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2014-01-01201410.1155/2014/964275964275Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis ModelJian Ma0Yueru Ma1Yong Bai2Bing Xia3Business School, Central South University, Changsha Hunan 410083, ChinaBusiness School, Central South University, Changsha Hunan 410083, ChinaBusiness School, Central South University, Changsha Hunan 410083, ChinaBusiness School, Central South University, Changsha Hunan 410083, ChinaPrevious researches have proved the positive effect of creative human capital and its development on the development of economy. Yet, the technical efficiency of creative human capital and its effects are still under research. The authors are trying to estimate the technical efficiency value in Chinese context, which is adjusted by the environmental variables and statistical noises, by establishing a three-stage data envelopment analysis model, using data from 2003 to 2010. The research results indicate that, in this period, the entirety of creative human capital in China and the technical efficiency value in different regions and different provinces is still in the low level and could be promoted. Otherwise, technical non-efficiency is mostly derived from the scale nonefficiency and rarely affected by pure technical efficiency. The research also examines environmental variables’ marked effects on the technical efficiency, and it shows that different environmental variables differ in the aspect of their own effects. The expansion of the scale of education, development of healthy environment, growth of GDP, development of skill training, and population migration could reduce the input of creative human capital and promote the technical efficiency, while development of trade and institutional change, on the contrary, would block the input of creative human capital and the promotion the technical efficiency.http://dx.doi.org/10.1155/2014/964275 |
| spellingShingle | Jian Ma Yueru Ma Yong Bai Bing Xia Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model Discrete Dynamics in Nature and Society |
| title | Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model |
| title_full | Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model |
| title_fullStr | Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model |
| title_full_unstemmed | Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model |
| title_short | Study on the Technical Efficiency of Creative Human Capital in China by Three-Stage Data Envelopment Analysis Model |
| title_sort | study on the technical efficiency of creative human capital in china by three stage data envelopment analysis model |
| url | http://dx.doi.org/10.1155/2014/964275 |
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