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Japan's prefectural digital divide: A multivariate and spatial analysis

机译:日本的县域数字鸿沟:多元和空间分析

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This study of the digital divide within Japan utilizes data from the country's 47 prefectures for multivariate and spatial analysis of distributions of information and communication technology (ICT) variables. The paper constructs an exploratory conceptual model of technology utilization and expenditures in Japan, induced from prior literature. Ten dependent ICT utilization and expenditure factors are posited to be related to 12 independent demographic, economic, infrastructure, education, innovation and openness factors. The relationship of the independent to dependent factors is moderated by analysis of spatial patterns of technology utilization to examine proximities and reduce spatial bias. Based on the model, a multivariate analysis identifies correlates of the nation's digital divide, including patents registered by Japanese citizens, newspaper circulation, students and pupils per capita, household expenditures on education, rural/urban status, and Japan's aged population structure which has wide generational gaps. Spatial clusters and outliers of ICTs in prefectures are analyzed, with attention to their policy impacts. Findings suggest modifications to the conceptual model. Implications of findings for the country's official national technology planning policies are considered and recommendations made to expand them.
机译:对日本国内数字鸿沟的这项研究利用了日本47个县的数据,对信息和通信技术(ICT)变量的分布进行了多变量和空间分析。本文根据先前的文献,构建了日本技术利用和支出的探索性概念模型。假定有十个依赖的ICT利用和支出因素,与十二个独立的人口,经济,基础设施,教育,创新和开放性因素有关。通过分析技术利用的空间格局以检验邻近度并减少空间偏差来缓和独立因素与依存因素的关系。基于该模型,多元分析确定了日本数字鸿沟的相关性,包括日本公民注册的专利,报纸发行量,人均学生和学生,家庭的教育支出,农村/城市地位以及日本的老年人口结构(范围广泛)代沟。分析了各州ICT的空间群和离群点,并关注其政策影响。调查结果建议对概念模型进行修改。考虑了调查结果对国家官方国家技术计划政策的影响,并提出了扩大建议的建议。

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