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The information society and socio-economic sustainability in european regions. Spatio-temporal changes between 2011 and 2020

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  • Lucendo-Monedero, Ángel Luis
  • Ruiz-Rodríguez, Francisca
  • González-Relaño, Reyes

Abstract

Due to the lack of research on the progress of the Information Society and the transition towards socio-economic sustainability from a spatio-temporal perspective, this paper analyses the evolution of the combination of information society in households and for individuals (ICT-H + i) and sustainable development goals (SDGs) of a socio-economic nature in European regions (NUTS 2) for the years 2011, 2018 and 2019–2020. The European Union is immersed in a rapid digital transformation of its territory in order to progress in the SDGs, especially after the COVID-19 pandemic. However, and despite the fact that there are spatial differences between both dimensions, there has still not been a sufficiently in-depth analysis of their interrelationship at regional level. This scale of analysis is relevant in that we are dealing with areas with specific social and economic interactions and it coincides with the primordial unit of European regional policy. To this end, specific objectives have been established: a) measure the evolution of the variables that characterise the ICT-H + i-SDG combination in the years indicated; b) identify the factor models that define the interrelationships between ICT-H + i and SDGs, and the variability among European regions; and, c) measure, from a spatio-temporal perspective, the changes that have occurred in these factor models at European regional level. A database was developed with variables at NUTS 2 level taken from the “ICT usage in households and by individuals” (isoc_i)” survey and the SDG monitoring indicators of Agenda 2030 from Eurostat. The following were conducted: 1): a descriptive statistical analysis and an analysis of spatial distribution to measure the evolution of these variables; 2) a factor analysis to identify the models of interdependence between these variables for each year; and 3) the creation of a series of maps of the factors obtained in order to measure the changes at European regional level. The results indicate that European regions progressed in the implementation of ICT-H + i and in the achievement of SDGs in their socio-economic dimension (with the exception of GDP per capita) from 2011 to 2020; the COVID-19 pandemic modified the use of ICT-H + i and the achievement of the SDGs of an economic and social nature, leading to opposite behaviour to the period 2011–18; and regional differences in 2020 were due to the sustainable development indicators, producing convergence in the levels of digitalisation of individuals and households.

Suggested Citation

  • Lucendo-Monedero, Ángel Luis & Ruiz-Rodríguez, Francisca & González-Relaño, Reyes, 2023. "The information society and socio-economic sustainability in european regions. Spatio-temporal changes between 2011 and 2020," Technology in Society, Elsevier, vol. 75(C).
  • Handle: RePEc:eee:teinso:v:75:y:2023:i:c:s0160791x23001422
    DOI: 10.1016/j.techsoc.2023.102337
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    References listed on IDEAS

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    1. Sorin-Iulian Cioacă & Silvia-Elena Cristache & Mariana Vuță & Erika Marin & Mihai Vuță, 2020. "Assessing the Impact of ICT Sector on Sustainable Development in the European Union: An Empirical Analysis Using Panel Data," Sustainability, MDPI, vol. 12(2), pages 1-16, January.
    2. Dorninger, Christian & Hornborg, Alf & Abson, David J. & von Wehrden, Henrik & Schaffartzik, Anke & Giljum, Stefan & Engler, John-Oliver & Feller, Robert L. & Hubacek, Klaus & Wieland, Hanspeter, 2021. "Global patterns of ecologically unequal exchange: Implications for sustainability in the 21st century," Ecological Economics, Elsevier, vol. 179(C).
    3. Leonardo S. Alaimo & Filomena Maggino, 2020. "Sustainable Development Goals Indicators at Territorial Level: Conceptual and Methodological Issues—The Italian Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 383-419, January.
    4. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
    5. Narcyz Roztocki & H. Roland Weistroffer, 2016. "Conceptualizing and Researching the Adoption of ICT and the Impact on Socioeconomic Development," Information Technology for Development, Taylor & Francis Journals, vol. 22(4), pages 541-549, October.
    6. Silva, Diego S. & Yamashita, Gabrielli Harumi & Cortimiglia, Marcelo Nogueira & Brust-Renck, Priscila G. & ten Caten, Carla Schwengber, 2022. "Are we ready to assess digital readiness? Exploring digital implications for social progress from the Network Readiness Index," Technology in Society, Elsevier, vol. 68(C).
    7. Martínez-Domínguez, Marlen & Mora-Rivera, Jorge, 2020. "Internet adoption and usage patterns in rural Mexico," Technology in Society, Elsevier, vol. 60(C).
    8. Margarita Billon & Fernando Lera-Lopez & Rocío Marco, 2017. "Patterns of Combined ICT Use and Innovation in the European Regions," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 20(1), pages 28-42, January.
    9. Al-Emran, Mostafa & Griffy-Brown, Charla, 2023. "The role of technology adoption in sustainable development: Overview, opportunities, challenges, and future research agendas," Technology in Society, Elsevier, vol. 73(C).
    10. Pan, Shan L. & Zhang, Sixuan, 2020. "From fighting COVID-19 pandemic to tackling sustainable development goals: An opportunity for responsible information systems research," International Journal of Information Management, Elsevier, vol. 55(C).
    11. Ryszard Borowiecki & Barbara Siuta-Tokarska & Jolanta Maroń & Marcin Suder & Agnieszka Thier & Katarzyna Żmija, 2021. "Developing Digital Economy and Society in the Light of the Issue of Digital Convergence of the Markets in the European Union Countries," Energies, MDPI, vol. 14(9), pages 1-26, May.
    12. Pick, James B. & Sarkar, Avijit & Johnson, Jeremy, 2015. "United States digital divide: State level analysis of spatial clustering and multivariate determinants of ICT utilization," Socio-Economic Planning Sciences, Elsevier, vol. 49(C), pages 16-32.
    13. Leonardo Salvatore Alaimo & Mariantonietta Fiore & Antonino Galati, 2020. "How the Covid-19 Pandemic Is Changing Online Food Shopping Human Behaviour in Italy," Sustainability, MDPI, vol. 12(22), pages 1-18, November.
    14. Ramírez-Correa, Patricio & Grandón, Elizabeth E. & Rondán-Cataluña, F. Javier, 2020. "Users segmentation based on the Technological Readiness Adoption Index in emerging countries: The case of Chile," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    15. Falch, Morten & Henten, Anders, 2018. "Dimensions of broadband policies and developments," Telecommunications Policy, Elsevier, vol. 42(9), pages 715-725.
    16. Franz-Ferdinand Rothe, 2020. "Rethinking positive and negative impacts of ‘ICT for development’ through the holistic lens of the sustainable development goals," Information Technology for Development, Taylor & Francis Journals, vol. 26(4), pages 653-669, October.
    17. Joachim H. Spangenberg, 2017. "Hot Air or Comprehensive Progress? A Critical Assessment of the SDGs," Sustainable Development, John Wiley & Sons, Ltd., vol. 25(4), pages 311-321, July.
    18. Anrijs, Sarah & Mariën, Ilse & De Marez, Lieven & Ponnet, Koen, 2023. "Excluded from essential internet services: Examining associations between digital exclusion, socio-economic resources and internet resources," Technology in Society, Elsevier, vol. 73(C).
    19. Cristi Spulbar & Lucian Claudiu Anghel & Ramona Birau & Simona Ioana Ermiș & Laurențiu-Mihai Treapăt & Adrian T. Mitroi, 2022. "Digitalization as a Factor in Reducing Poverty and Its Implications in the Context of the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(17), pages 1-26, August.
    20. Biagi, Federico & Falk, Martin, 2017. "The impact of ICT and e-commerce on employment in Europe," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 1-18.
    21. George H. Ionescu & Daniela Firoiu & Anca Tănasie & Tudor Sorin & Ramona Pîrvu & Alina Manta, 2020. "Assessing the Achievement of the SDG Targets for Health and Well-Being at EU Level by 2030," Sustainability, MDPI, vol. 12(14), pages 1-38, July.
    22. Robin Naidoo & Brendan Fisher, 2020. "Reset Sustainable Development Goals for a pandemic world," Nature, Nature, vol. 583(7815), pages 198-201, July.
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