Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis

The digital divide has loomed as a sustainable development issue for over two decades and there has been much research in terms of efforts to measure the digital divide from different dimensions and scales. Drawing on spatial agglomeration analysis and multiple linear regression, this paper aims to...

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Main Authors: Zhouying Song, Tao Song, Yu Yang, Zhenbo Wang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/11/17/4529
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spelling doaj-f614f25c134144bcabbb82dff1f372b52020-11-25T01:12:22ZengMDPI AGSustainability2071-10502019-08-011117452910.3390/su11174529su11174529Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial AnalysisZhouying Song0Tao Song1Yu Yang2Zhenbo Wang3Key Laboratory of Regional Sustainable Development Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaKey Laboratory of Regional Sustainable Development Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaKey Laboratory of Regional Sustainable Development Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaKey Laboratory of Regional Sustainable Development Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, ChinaThe digital divide has loomed as a sustainable development issue for over two decades and there has been much research in terms of efforts to measure the digital divide from different dimensions and scales. Drawing on spatial agglomeration analysis and multiple linear regression, this paper aims to reveal the spatiotemporal pattern of the prefectural digital divide in China and its determinants. The results show that there is a significant prefectural digital divide in China that is characterized by a decline of ICT development index (IDI) values from the east to the west as well as from core cities to more peripheral ones. Cities with high IDI values are mainly concentrated in large metropolitan areas in eastern China, whereas cities with low values tend to concentrate in poverty stricken regions in central and western China. However, the digital divide has been characterized by a reduction from 2001 to 2015. The results also show that both economic and educational factors have significant influences on the prefectural digital divide in China. During the early stages, the percentage of university students, urban residential income, and the urbanization rate were key factors. However, after 2010, the adult literacy rate and rural residential income determined the digital divide.https://www.mdpi.com/2071-1050/11/17/4529digital divideICT development indexspatial–temporal characteristicsspatial correlationsimpact factor
collection DOAJ
language English
format Article
sources DOAJ
author Zhouying Song
Tao Song
Yu Yang
Zhenbo Wang
spellingShingle Zhouying Song
Tao Song
Yu Yang
Zhenbo Wang
Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
Sustainability
digital divide
ICT development index
spatial–temporal characteristics
spatial correlations
impact factor
author_facet Zhouying Song
Tao Song
Yu Yang
Zhenbo Wang
author_sort Zhouying Song
title Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
title_short Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
title_full Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
title_fullStr Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
title_full_unstemmed Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis
title_sort spatial–temporal characteristics and determinants of digital divide in china: a multivariate spatial analysis
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2019-08-01
description The digital divide has loomed as a sustainable development issue for over two decades and there has been much research in terms of efforts to measure the digital divide from different dimensions and scales. Drawing on spatial agglomeration analysis and multiple linear regression, this paper aims to reveal the spatiotemporal pattern of the prefectural digital divide in China and its determinants. The results show that there is a significant prefectural digital divide in China that is characterized by a decline of ICT development index (IDI) values from the east to the west as well as from core cities to more peripheral ones. Cities with high IDI values are mainly concentrated in large metropolitan areas in eastern China, whereas cities with low values tend to concentrate in poverty stricken regions in central and western China. However, the digital divide has been characterized by a reduction from 2001 to 2015. The results also show that both economic and educational factors have significant influences on the prefectural digital divide in China. During the early stages, the percentage of university students, urban residential income, and the urbanization rate were key factors. However, after 2010, the adult literacy rate and rural residential income determined the digital divide.
topic digital divide
ICT development index
spatial–temporal characteristics
spatial correlations
impact factor
url https://www.mdpi.com/2071-1050/11/17/4529
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