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Measuring the digital divide at regional level. A spatial analysis of the inequalities in digital development of households and individuals in Europe

TLDR
The results of this study lead to the conclusion that the digital development of households and individuals in European regions is founded on broadband Internet access, with the maximum DD between these is 37%, with the spatial autocorrelation analysis identifying a NW-SE pattern in Europe.
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This article is published in Telematics and Informatics.The article was published on 2019-08-01 and is currently open access. It has received 53 citations till now. The article focuses on the topics: Digital divide.

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Resilient Research in the Field: Insights and Lessons From Adapting Qualitative Research Projects During the COVID-19 Pandemic

TL;DR: The onset of the COVID-19 pandemic has seen the implementation of unprecedented social distancing measures, restricting social interaction and with it the possibility for conducting face-to-face conversations as mentioned in this paper.
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Digital platforms across the European regional energy markets

TL;DR: In this paper, the authors investigated a sample of 217 digital platforms running energy-related activities across the EU regional markets and found that the digital platforms in the European energy sector still tend to be relatively small and concentrated in specific regions, often in the neighbourhood of capital cities.
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International Sexual Health And REproductive health (I-SHARE) survey during COVID-19: study protocol for online national surveys and global comparative analyses.

TL;DR: The I-SHARE study examines sexual and reproductive health at the national and global level during the COVID-19 pandemic and uses multilevel modelling to investigate country-level variables associated with outcomes of interest.
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Determinants of digital technology adoption in supply chain. An exploratory analysis

TL;DR: In this article, the authors identify the main patterns related to the application of new digital supply chain technologies that through the Industry 4.0 paradigm, are redefining supply chain organisa...
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Digital inclusion from the perspective of teachers of older adults - expectations, experiences, challenges and supporting measures

TL;DR: The needs of instructors working in the area of the digital inclusion of persons who are excluded, at risk of exclusion, marginalized, and discriminated against in terms of using new technologies are diagnosed.
References
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Journal ArticleDOI

The Analysis of Spatial Association by Use of Distance Statistics

TL;DR: In this article, a family of statistics, G, is introduced to evaluate the spatial association of a variable within a specified distance of a single point, and a comparison is made between a general G statistic and Moran's I for similar hypothetical and empirical conditions.
Report SeriesDOI

Handbook on Constructing Composite Indicators: Methodology and User Guide

TL;DR: In this paper, the authors present a handbook for constructing and using composite indicators for policy makers, academics, the media and other interested parties, which is concerned with those which compare and rank country performance in areas such as industrial competitiveness, sustainable development, globalisation and innovation.
Book

The Deepening Divide: Inequality in the Information Society

TL;DR: A Framework to Understand the Digital Divide Motivational Access Material Access Skills Access Usage Access in the Information Society Inequality in the Network Society The Stakes: Participation or Exclusion Policy Perspective Perspective Reference Index as discussed by the authors
Journal ArticleDOI

Digital divide research, achievements and shortcomings

TL;DR: In this article, the authors made an inventory of 5 years of digital divide research (2000-2005) and focused on three questions: (1) To what type of inequality does the digital divide refer? (2) What is new about the inequality of access to and use of ICTs as compared to other scarce material and immaterial resources? (3) Do new types of inequality exist or rise in the information society?
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Q1. What are the contributions mentioned in the paper "Measuring the digital divide at regional level. a spatial analysis of the inequalities in digital development of households and individuals in europe" ?

The aim of this paper is to identify the spatial inequalities in digital development ( digital divide, DD ) of households and individuals in Europe at regional level. This study has been undertaken using the following methodology: 1 ) factor analysis to identify the key variables of use of and access to ICTs in households and by individuals in European regions on the basis of data provided by Eurostat ; 2 ) construction of a synthetic index, the household and individual digital development index ( HIDDI ) on the basis of identified factors ; 3 ) analysis of the spatial autocorrelation of digital development to identify, delimit and quantify spatial patterns and clusters in European regions. The results of this study lead to the conclusion that the digital development of households and individuals in European regions is founded on broadband Internet access. 

It can consequently be deduced, following Helsper ( 2012, Helsper, and Reisdorf, ( 2017 )., Van Dijk ( 2005 ), Witte and Mannon ( 2010 ) and Pick and Nishida ( 2015 ), that regions and countries with a high socioeconomic level reinforce their level of digital development in comparison with regions and countries with lower levels of per capita income, thus suggesting, as a hypothesis for future studies, that the spatial distribution of digital development at regional level follows in the wake of, and is a direct result of, the socio-economic development of these geographical areas. Moreover, and depending on the results obtained, future lines of research could be proposed for further or more detailed study of digital development and the DD with respect to households/individuals at regional level in Europe. In these works, it is clear that this phenomenon may be due to the attraction that social networks have for groups of younger users/consumers ; and this suggests that the use of applications is not limited to regions with a considerable deployment and use of ITCs. Consequently, it seems to suggest that there is no limit to people ’ s use of social networks due to age and/or level of education or income. 

the use of social networks by broadband has a more random distribution of spatial clusters in European regions and, therefore, a random spatial pattern. 

The reference area chosen for the regional analysis of digital development of households and individuals in Europe is the NUTS 2 level. 

geographical vicinity has less influence on the spatial distribution of European regions with similar levels of use of social networks by broadband. 

the clusters of European regions with the lowest percentages of households and individuals that use social networks (cold spots with confidence levels over 99% with an average DIM2 value below 54%) are mainly concentrated in France (except Nord-Pas-de-Calais and Lorraine). 

the mainindicators and indices created by different institutions to measure the DD have mainly been applied at country level: the “ICT Development Index” published by the International Telecommunication Union (ITU, 2017), the World Economic Forum's “Networked Readiness Index” (World Economic Forum, 2017) and the “Digital Economy and Society Index (DESI- European Commission, 2017), which has been published annually by the European Commission since 2014, among others. 

Despite the limitations indicated above, the results of this research could be used for digital policy planning, and decision-making at regional level (NUTS 2). 

For this reason, the HIDDI is a complementary indicator to the existing ones because it analyses the DD at a greater level of spatial detail, especially in large countries and/or countries with regional differences. 

Despite these limitations, the national indicators developed to measure ICT deployment and usage revealed the existence of different levels of DD between geographical areas, such as the north-south divide at global/worldwide level, or that which exists between EU Member States (Moroz, 2017; Cruz-Jesus et al., 2012; Schlichter and Danylchenko, 2014; Corrocher and Ordanini, 2002). 

the cluster made up of the European regions with the lowest percentages (LL) of households and individuals that use social networks by broadband (15% of the NUTS with a DIM2 below the average of 59.2%) is concentrated almost exclusively in France (except the regions of Champagne-Ardenne, Nord-Pas-de-Calais, Lorraine and Corse), as well as in two regions in eastern Turkey (Ortadogu Anadolu and Kuzeydogu Anadolu).