基于因子和聚类分析的安徽省智慧城市发展评价  

Evaluation of Smart City Development in Anhui Province Based on Factor and Cluster Analysis

作　　者：赵维树[1] 段伟伟 ZHAO Weishu;DUAN Weiwei(School of Economics and Management,Anhui Jianzhu University,Hefei 230601,China)

机构地区：[1]安徽建筑大学经济管理学院,安徽合肥230601

出　　处：《安徽建筑大学学报》2021年第2期27-33,共7页Journal of Anhui Jianzhu University

基　　金：安徽省高校省级人文社会科学研究重大项目(SK2019ZD51)。

摘　　要：智慧城市评价体系的构建是衡量智慧城市发展水平的重要依据。文中以安徽省16个地级市为研究对象,收集各地级市2018年统计数据,选取基础设施、产业、交通、教育、民生、网络、医疗7个方面共60个二级指标,进一步对数据进行整理分析。采用双重因子分析法对指标进行公因子提取分析,应用聚类分析法对其中15个地级市进行归类,得出智慧城市建设水平排名。进一步从客观的角度评价智慧城市发展水平,加快各市经济发展,以探讨安徽省16个城市协同发展的智慧城市发展模式。The construction of a smart city evaluation system is an important basis for measuring the development level of smart cities.The article takes 16 prefecture-level cities in Anhui Province as the research object,collects the statistical data of each prefecture-level city in 2018,and selects a total of 60 secondary indicators from seven aspects of infrastructure,industry,transportation,education,people’s livelihood,network,and medical care.Carry out sorting analysis.The dual factor analysis method is used to extract and analyze the common factors of the indicators,and the cluster analysis method is used to classify 15 prefecture-level cities to obtain a ranking of smart city construction levels.Further evaluate the development level of smart cities from an objective perspective,accelerate the economic development of each city,and explore the smart city development model of the coordinated development of 16 cities in Anhui Province.

关 键 词：智慧城市 因子分析 聚类分析 发展评价 

分 类 号：F299.23[经济管理—国民经济]