Diffusion of municipal wastewater treatment technologies in China: a collaboration network perspective

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• 作者：Yang Li ; Lei Shi ; Yi Qian ; Jie Tang
• 关键词：Innovation diffusion ; Collaboration network ; Wastewater treatment plant ; Complex network ; Data driven
• 刊名：Frontiers of Environmental Science & Engineering
• 出版年：2017
• 出版时间：February 2017
• 年：2017
• 卷：11
• 期：1
• 全文大小：
• 刊物主题：Environment, general;
• 出版者：Higher Education Press
• ISSN：2095-221X
• 卷排序：11

文摘

The diffusion of municipal wastewater treatment technology is vital for urban environment in developing countries. China has built more than 3000 municipal wastewater treatment plants in the past three decades, which is a good chance to understand how technologies diffused in reality.We used a data-driven approach to explore the relationship between the diffusion of wastewater treatment technologies and collaborations between organizations. A database of 3136 municipal wastewater treatment plants and 4634 collaborating organizations was built and transformed into networks for analysis. We have found that: 1) the diffusion networks are assortative, and the patterns of diffusion vary across technologies; while the collaboration networks are fragmented, and have an assortativity around zero since the 2000s. 2) Important projects in technology diffusion usually involve central organizations in collaboration networks, but organizations become more central in collaboration by doing circumstantial projects in diffusion. 3) The importance of projects in diffusion can be predicted with a Random Forest model at a good accuracy and precision level. Our findings provide a quantitative understanding of the technology diffusion processes, which could be used for waterrelevant policy-making and business decisions.