A new approach for evaluating technology inequality and diffusion barriers: The concept of efficiency Gini coefficient and its application in Chinese provinces. (15th November 2021)

• Record Type: Journal Article
• Authors: Sueyoshi, Toshiyuki; Qu, Jingjing; Li, Aijun; Liu, Xiaohong
• Is Part Of: Energy. Volume 235(2021)
• Publication Date: 2021-11-15
• Subjects: DEA -- Efficiency -- Gini coefficient -- Chinese provinces -- Discriminant analysis; Power resources -- Periodicals; Power (Mechanics) -- Periodicals; Energy consumption -- Periodicals; 333.7905
• DOI: 10.1016/j.energy.2021.121256
• Languages: English
• ISSNs: 0360-5442

Abstract

Abstract: The previous research has suggested that the existence of technology disparities reduces a contribution of environmental technological progress to combat various environmental issues. To handle the difficulty, we propose a new framework for assessing technology inequality and technology diffusion barriers. To measure them, we discuss the concept of efficiency Gini coefficient. Then, we combine it with Data Envelopment Analysis (DEA), DEA-DA (Discriminant Analysis) and decomposition methods of inequality measurement. Using the combined approach, we perform group-based and source-based decomposition to identify technology diffusion barriers. Empirically, this study has utilized the approach to evaluate technology inequality in Chinese provinces from 2007 to 2018. The main findings are summarized as follows. First, an overall efficiency Gini coefficient tended to increase over time, implying that technological disparity has increased across Chinese provinces. The disparity reduced the contribution of technological progress in addressing various environmental issues. Second, two factors mainly produced the technology inequality. They were cross-group inequality and within-group efficiency Gini coefficient. These results explained growing disparities across Chinese regions. Finally, a considerable difference existed in the within-group efficiency Gini coefficient. Highlights: This study puts forward the concept of efficiency Gini coefficient. It proposes a new approach to measure technology inequality. Our approach is used to evaluate Chinese provinces. We performed group- and source-based decomposition analysis. A substantial technology inequality is found among Chinese provinces.