IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v75y2023ics0160791x23001422.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X23001422
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2023.102337?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Martínez-Domínguez, Marlen & Mora-Rivera, Jorge, 2020. "Internet adoption and usage patterns in rural Mexico," Technology in Society, Elsevier, vol. 60(C).
    2. 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).
    3. 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).
    4. 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.
    5. 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.
    6. Robin Naidoo & Brendan Fisher, 2020. "Reset Sustainable Development Goals for a pandemic world," Nature, Nature, vol. 583(7815), pages 198-201, July.
    7. 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.
    8. 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.
    9. 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.
    10. 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).
    11. 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.
    12. 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.
    13. 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.
    14. 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).
    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. 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).
    18. 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).
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Di & Zhou, Tao & Lan, Feng & Wang, Mengmeng, 2021. "ICT and socio-economic development: Evidence from a spatial panel data analysis in China," Telecommunications Policy, Elsevier, vol. 45(7).
    2. Shaher H. Zyoud, 2023. "Analyzing and visualizing global research trends on COVID-19 linked to sustainable development goals," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5459-5493, June.
    3. Alaimo, Leonardo Salvatore & Fiore, Mariantonietta & Galati, Antonino, 2022. "Measuring consumers’ level of satisfaction for online food shopping during COVID-19 in Italy using POSETs," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    4. Wenwu Zhao & Caichun Yin & Ting Hua & Michael E. Meadows & Yan Li & Yanxu Liu & Francesco Cherubini & Paulo Pereira & Bojie Fu, 2022. "Achieving the Sustainable Development Goals in the post-pandemic era," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-7, December.
    5. Santos, Anabela Marques & Barbero, Javier & Salotti, Simone & Conte, Andrea, 2023. "Job creation and destruction in the digital age: Assessing heterogeneous effects across European Union countries," Economic Modelling, Elsevier, vol. 126(C).
    6. Rosa Puertas & Luisa Marti, 2023. "Regional analysis of the sustainable development of two Mediterranean countries: Spain and Italy," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 797-811, April.
    7. Adams, Samuel & Akobeng, Eric, 2021. "ICT, governance and inequality in Africa," Telecommunications Policy, Elsevier, vol. 45(10).
    8. Yugang He & Chunlei Wang, 2022. "Does Buddhist Tourism Successfully Result in Local Sustainable Development?," Sustainability, MDPI, vol. 14(6), pages 1-15, March.
    9. Alf Hornborg, 2021. "Beyond the Image of COVID-19 as Nature’s Revenge: Understanding Globalized Capitalism through an Epidemiology of Money," Sustainability, MDPI, vol. 13(9), pages 1-11, April.
    10. OĞUZ Suzan & YAŞAR DİNÇER Fatma Cande & YİRMİBEŞOĞLU Gözde, 2022. "E-Commerce In Eu Countries And Turkey: An Econometric Analysis," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 17(3), pages 152-161, December.
    11. Muhammad Khalid Anser & Zahid Yousaf & Muhammad Usman & Seemab Yousaf, 2020. "Towards Strategic Business Performance of the Hospitality Sector: Nexus of ICT, E-Marketing and Organizational Readiness," Sustainability, MDPI, vol. 12(4), pages 1-17, February.
    12. Benjamin S. Thompson, 2023. "Impact investing in biodiversity conservation with bonds: An analysis of financial and environmental risk," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 353-368, January.
    13. Granguillhome Ochoa, Rogelio & Lach, Samantha & Masaki, Takaaki & Rodríguez-Castelán, Carlos, 2022. "Mobile internet adoption in West Africa," Technology in Society, Elsevier, vol. 68(C).
    14. Leonardo Salvatore Alaimo & Alberto Arcagni & Marco Fattore & Filomena Maggino, 2021. "Synthesis of Multi-indicator System Over Time: A Poset-based Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 77-99, August.
    15. Hametner, Markus, 2022. "Economics without ecology: How the SDGs fail to align socioeconomic development with environmental sustainability," Ecological Economics, Elsevier, vol. 199(C).
    16. Björn Mestdagh & Olivier Sempiga & Luc Van Liedekerke, 2023. "The Impact of External Shocks on the Sustainable Development Goals (SDGs): Linking the COVID-19 Pandemic to SDG Implementation at the Local Government Level," Sustainability, MDPI, vol. 15(7), pages 1-18, April.
    17. Farida M. Issatayeva & Gulnara M. Aubakirova & Aliya D. Maussymbayeva & Lyussiya I. Togaibayeva & Valery V. Biryukov & Elena Vechkinzova, 2023. "Fuel and Energy Complex of Kazakhstan: Geological and Economic Assessment of Enterprises in the Context of Digital Transformation," Energies, MDPI, vol. 16(16), pages 1-23, August.
    18. Hafize Nurgul Durmus Senyapar & Ramazan Bayindir, 2023. "The Research Agenda on Smart Grids: Foresights for Social Acceptance," Energies, MDPI, vol. 16(18), pages 1-31, September.
    19. Yalcin, Haydar & Daim, Tugrul & Moughari, Mahdieh Mokhtari & Mermoud, Alain, 2024. "Supercomputers and quantum computing on the axis of cyber security," Technology in Society, Elsevier, vol. 77(C).
    20. Daniel Hoehn & María Margallo & Jara Laso & Israel Ruiz-Salmón & Laura Batlle-Bayer & Alba Bala & Pere Fullana-i-Palmer & Rubén Aldaco, 2021. "A Novel Composite Index for the Development of Decentralized Food Production, Food Loss, and Waste Management Policies: A Water-Climate-Food Nexus Approach," Sustainability, MDPI, vol. 13(5), pages 1-14, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:teinso:v:75:y:2023:i:c:s0160791x23001422. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.