智慧度多维度对城市可持续性的动态影响——基于PVAR模型

Mingke Sha
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摘要

智慧城市在城市可持续发展中发挥着重要作用。然而,在不同的发展阶段,对可持续性在多个维度上的影响是动态的。现有的研究大多只探讨了对单一维度可持续性的影响,对长期动态影响的探讨还不够深入和定量。本研究以中国57个城市为例,在进行单位根检验、最优滞后阶数选择和格兰杰因果检验后,采用面板VAR (PVAR)模型,探讨智慧城市对城市环境、经济和社会可持续性的动态影响。此外,根据人口密度和地理位置对城市群进行了进一步的讨论。结果表明,信息通信技术对社会可持续性的影响在前期为正,在后期为负。产业结构对环境可持续性的正向影响先增强后减弱。产业结构对社会可持续性的影响在中高密度城市呈负向,在低密度城市呈正向。最后,本文将从智慧的角度为不同时期的可持续发展提供政策建议。
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Dynamic effect of multiple dimensions of smartness on urban sustainability: based on PVAR model
Smart cities play an important role in urban sustainability. However, the impacts on sustainability in multiple dimensions are dynamic at various stages of development. Most of the existing studies have only explored the impact on a single-dimensional sustainability, and the long-term dynamic impact has not been discussed in depth and in quantity. Taking 57 cities in China as examples, this study explores the dynamic impact of smart cities on urban environmental, economic and social sustainability, using the Panel VAR (PVAR) model after performing the unit-root tests, the selection of the optimal lag orders and the Granger causality test. Besides, further discussions on urban agglomerations are made, categorized by population density and geographical locations. The results indicate that ICT has positive effect in early stage but negative impact in the second period on social sustainability. The positive impact of industrial structure on environmental sustainability is strengthened but then weakened. The impact of industrial structure on social sustainability is negative in medium- and high-density cities but positive in low-density cities. Finally, the paper will provide policy recommendations for sustainable development in different periods from the perspective of smartness.
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