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首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Research on the Efficiency of Green Technology Innovation in China’s Provincial High-End Manufacturing Industry Based on the RAGA-PP-SFA Model
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Research on the Efficiency of Green Technology Innovation in China’s Provincial High-End Manufacturing Industry Based on the RAGA-PP-SFA Model

机译：基于RAGA-PP-SFA模型的中国省级高端制造业绿色技术创新效率研究

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This study offers a RAGA-PP-SFA model to measure green technology’s innovation efficiency in the high-end manufacturing industry. The study’s aim is to solve the shortcomings of traditional SFA methods that are unable to improve multi-output efficiency. The RAGA-PP-SFA model presented here is based on the multi-emission and multi-output characteristics of high-end manufacturing innovation activities. Using panel data from 2010 to 2015 on China's high-end manufacturing industry and considering factors such as environmental regulation, government subsidy, and market maturity, this paper empirically examines and compares the efficiency of green technology innovation versus traditional technology innovation, as well as regional heterogeneity in China's high-end manufacturing industry. The study ultimately found a low level of green technology innovation efficiency in China’s high-end manufacturing industry. However, an overall rising trend shows that the green development of China's high-end manufacturing industry has achieved remarkable results. Green technology innovation efficiency in high-end manufacturing industries across various regions was generally lower than the efficiency of traditional technology innovation. Both types of efficiency showed a pattern of “high in the east and low in the middle and in the west”. High-high efficiency is primarily found in the east, whereas the west is characterized by low-low efficiency. There are significant differences between regions, pointing to an equal rate of development. Government subsidies and enterprise scale had a significant negative impact on green technology innovation efficiency in regional high-end manufacturing industries, while market maturity and industrial agglomeration had a significant positive impact. Based on the study’s findings, environmental regulation and openness to the outside world play insignificant roles in green technology innovation efficiency.
机译：这项研究提供了一个RAGA-PP-SFA模型，用于测量绿色技术在高端制造业中的创新效率。这项研究的目的是解决传统SFA方法无法提高多输出效率的缺点。本文介绍的RAGA-PP-SFA模型基于高端制造业创新活动的多排放和多产出特征。本文使用2010年至2015年中国高端制造业的面板数据，并考虑环境法规，政府补贴和市场成熟度等因素，本文对绿色技术创新与传统技术创新以及区域技术创新的效率进行了实证研究和比较。中国高端制造业的异质性。该研究最终发现，中国高端制造业的绿色技术创新效率较低。但是，总体上升趋势表明，中国高端制造业的绿色发展取得了显著成效。各个地区的高端制造业的绿色技术创新效率通常低于传统技术创新的效率。两种效率都显示出“东部较高，中部和西部较低”的模式。高效率主要出现在东部，而西方的特征是低效率。区域之间存在显着差异，表明发展速度相同。政府补贴和企业规模对区域高端制造业的绿色技术创新效率产生重大负面影响，而市场成熟度和产业集聚则产生显着积极影响。根据研究结果，环境法规和对外界的开放对于绿色技术创新效率起着微不足道的作用。

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