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Household and Individual Digitisation and Deprivation: A Comparative Analysis Between Italian and Spanish Regions

Author

Listed:
  • Reyes González-Relaño

    (University of Sevilla)

  • Angel Luis Lucendo-Monedero

    (University of Sevilla)

  • Enrico Ivaldi

    (University of Genoa
    University of Buenos Aires)

Abstract

Despite the progress of the information society, there are currently still notable differences between the access to, and usage of, information and communication technologies (ICTs) and Internet for a broad range of activities by individuals in the regions of Italy and Spain. These differences could be related to features of material and social deprivation. With 13 variables of the 40 NUTS 2 of Italy and Spain, deriving from EUROSTAT regional statistics for 2018, the aim is to respond to the following questions. Is there a relationship between the variables of ICT access and usage by households and individuals and those of social and material deprivation in the regions analysed? What is the interrelationship? Are there differences between Spanish and Italian regions in the behaviour of spatial and regional factors? Factor analysis was used to discover the relationship between variables; spatial patterns were identified by means of spatial autocorrelation; and a typology of regions has been identified by using cluster analysis. The results show that there is a relationship between the variables of ICT access and usage by households and individuals and those of deprivation in Spanish and Italian regions, and indicate that the advanced and daily use of Internet in households is negatively associated with the variables of social deprivation; and the regions with higher levels of per capita income and daily access to Internet have less employment-linked material deprivation. These results also reveal the existence of a north–south spatial pattern in both countries, and six types of regions with homogeneous characteristics have been identified.

Suggested Citation

  • Reyes González-Relaño & Angel Luis Lucendo-Monedero & Enrico Ivaldi, 2024. "Household and Individual Digitisation and Deprivation: A Comparative Analysis Between Italian and Spanish Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 899-925, December.
  • Handle: RePEc:spr:soinre:v:175:y:2024:i:3:d:10.1007_s11205-023-03151-4
    DOI: 10.1007/s11205-023-03151-4
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    1. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    2. Luis Ayala & Antonio Jurado & Jesús Pérez-Mayo, 2021. "Multidimensional deprivation in heterogeneous rural areas: Spain after the economic crisis," Regional Studies, Taylor & Francis Journals, vol. 55(5), pages 883-893, May.
    3. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    4. Carmen Sánchez-Cantalejo & Ricardo Ocana-Riola & Alberto Fernández-Ajuria, 2008. "Deprivation index for small areas in Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 89(2), pages 259-273, November.
    5. Sara Ayllón & András Gábos, 2017. "The Interrelationships between the Europe 2020 Poverty and Social Exclusion Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(3), pages 1025-1049, February.
    6. Enrico Ivaldi & Andrea Ciacci & Riccardo Soliani, 2020. "Urban deprivation in Argentina: A POSET analysis," Papers in Regional Science, Wiley Blackwell, vol. 99(6), pages 1723-1747, December.
    7. Sara Rica & Juan Dolado & Vanesa Llorens, 2008. "Ceilings or floors? Gender wage gaps by education in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 777-778, July.
    8. Carolina Bruzzi & Enrico Ivaldi & Stefano Landi, 2020. "Non-compensatory aggregation method to measure social and material deprivation in an urban area: relationship with premature mortality," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 381-396, April.
    9. Shiliang Su & Yue Gong & Bingqing Tan & Jianhua Pi & Min Weng & Zhongliang Cai, 2017. "Area Social Deprivation and Public Health: Analyzing the Spatial Non-stationary Associations Using Geographically Weighed Regression," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 819-832, September.
    10. Romina Boarini & Marco Mira d'Ercole, 2006. "Measures of Material Deprivation in OECD Countries," OECD Social, Employment and Migration Working Papers 37, OECD Publishing.
    11. Falch, Morten & Henten, Anders, 2018. "Dimensions of broadband policies and developments," Telecommunications Policy, Elsevier, vol. 42(9), pages 715-725.
    12. Enrico Ivaldi & Paolo Parra Saiani & Juan José Primosich & Carolina Bruzzi, 2020. "Health and Deprivation: A New Approach Applied to 32 Argentinian Urban Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 155-179, August.
    13. Atkinson, Tony & Cantillon, Bea & Marlier, Eric & Nolan, Brian, 2002. "Social Indicators: The EU and Social Inclusion," OUP Catalogue, Oxford University Press, number 9780199253494, Decembrie.
    14. Ingrid Acevedo Bohórquez & Ermilson Velásquez Ceballos, 2008. "Algunos conceptos de la econometría espacial y el análisis exploratorio de datos espaciales," Revista Ecos de Economía, Universidad EAFIT, September.
    15. Fernando Lera-Lopez & Margarita Billon & Maria Gil, 2011. "Determinants of Internet use in Spain," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(2), pages 127-152.
    16. Angela Testi & Enrico Ivaldi, 2009. "Material versus social deprivation and health: a case study of an urban area," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(3), pages 323-328, July.
    17. Brian Nolan & Christopher T. Whelan, 2010. "Using non-monetary deprivation indicators to analyze poverty and social exclusion: Lessons from Europe?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(2), pages 305-325.
    18. Stefano Landi & Enrico Ivaldi & Angela Testi, 2018. "Measuring Change Over Time in Socio-economic Deprivation and Health in an Urban Context: The Case Study of Genoa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(2), pages 745-785, September.
    19. Aleksandra Łuczak & Sławomir Kalinowski, 2020. "Assessing the level of the material deprivation of European Union countries," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-20, September.
    20. Chiara Mussida & Maria Laura Parisi, 2021. "Social exclusion and financial distress: evidence from Italy and Spain," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(3), pages 995-1024, October.
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