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The European digital single market strategy: Local indicators of spatial association 2011–2016

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  • Lutz, Sebastian Uljas

Abstract

This paper describes the space-time dynamics of the European digital divide. The frequencies of internet and E-commerce use are considered, along with a broad range of indicators associated with the European digital single market strategy. This paper aims to investigate the spatial structure underlying these aggregate outcome indicators. An exploratory spatial data analysis is conducted in a sample of 209 regions using Eurostat data. Strong evidence for both global and local spatial autocorrelation is found for the years 2011–2016. Consistently, a North-South polarization scheme is identified with little statistical significance in the centre of Europe. This contrasts with the high income cluster found in central Europe, while low values for digital indices and income are co-located more consistently in the South, but also in the North-East. Highlights from the specific results include: areas surrounding London as a dynamic high value cluster in E-commerce, Italy to conduct few cross-border purchases, France as a consistent adopter of E-governance, and broadband rates in general to closely reflect online activities.

Suggested Citation

  • Lutz, Sebastian Uljas, 2019. "The European digital single market strategy: Local indicators of spatial association 2011–2016," Telecommunications Policy, Elsevier, vol. 43(5), pages 393-410.
  • Handle: RePEc:eee:telpol:v:43:y:2019:i:5:p:393-410
    DOI: 10.1016/j.telpol.2018.10.003
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    1. Olarreaga, Marcelo & Lendle, Andreas & Vezina, Pierre-Louis & Schropp, Simon, 2012. "There goes gravity: how eBay reduces trade costs," CEPR Discussion Papers 9094, C.E.P.R. Discussion Papers.
    2. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    3. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    4. Cem Ertur & Wilfried Koch, 2006. "Regional disparities in the European Union and the enlargement process: an exploratory spatial data analysis, 1995–2000," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(4), pages 723-765, December.
    5. Melisande Cardona & Bertin Martens, 2014. "Supply-side barriers to cross-border e-commerce in the EU Digital Single Market," JRC Working Papers on Digital Economy 2014-13, Joint Research Centre (Seville site).
    6. James B. Pick & Avijit Sarkar, 2015. "The Global Digital Divides," Progress in IS, Springer, edition 127, number 978-3-662-46602-5, February.
    7. Grubesic, Tony H., 0. "The spatial distribution of broadband providers in the United States: 1999-2004," Telecommunications Policy, Elsevier, vol. 32(3-4), pages 212-233, April.
    8. Pick, James B. & Nishida, Tetsushi, 2015. "Digital divides in the world and its regions: A spatial and multivariate analysis of technological utilization," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 1-17.
    9. Grubesic, Tony H., 0. "Spatial dimensions of Internet activity," Telecommunications Policy, Elsevier, vol. 26(7-8), pages 363-387, August.
    10. Margarita Billón & Roberto Ezcurra & Fernando Lera-López, 2008. "The Spatial Distribution of the Internet in the European Union: Does Geographical Proximity Matter?," European Planning Studies, Taylor & Francis Journals, vol. 16(1), pages 119-142, January.
    11. Bronwyn H. Hall & Beethika Khan, 2003. "Adoption of New Technology," NBER Working Papers 9730, National Bureau of Economic Research, Inc.
    12. Kaja Bonesmo Fredriksen, 2012. "Income Inequality in the European Union," OECD Economics Department Working Papers 952, OECD Publishing.
    13. Adi Pierewan & Gindo Tampubolon, 2014. "Internet Use and Well-Being Before and During the Crisis in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 647-662, November.
    14. Margarita Billon & Roberto Ezcurra & Fernando Lera‐López, 2009. "Spatial Effects in Website Adoption by Firms in European Regions," Growth and Change, Wiley Blackwell, vol. 40(1), pages 54-84, March.
    15. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    16. Ruiz-Rodríguez, Francisca & Lucendo-Monedero, Angel Luis & González-Relaño, Reyes, 2018. "Measurement and characterisation of the Digital Divide of Spanish regions at enterprise level. A comparative analysis with the European context," Telecommunications Policy, Elsevier, vol. 42(3), pages 187-211.
    17. Szeles, Monica Răileanu, 2018. "New insights from a multilevel approach to the regional digital divide in the European Union," Telecommunications Policy, Elsevier, vol. 42(6), pages 452-463.
    18. Luc Anselin, 2010. "Thirty years of spatial econometrics," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 3-25, March.
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    2. Vitor Miguel Ribeiro & Lei Bao, 2021. "Impact of next‐generation access networks on the innovation efficiency of Portuguese municipalities: A spatial econometrics approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(5), pages 1615-1637, October.
    3. Adam Sadowski & Karolina Lewandowska-Gwarda & Renata Pisarek-Bartoszewska & Per Engelseth, 2021. "A longitudinal study of e-commerce diversity in Europe," Electronic Commerce Research, Springer, vol. 21(1), pages 169-194, March.
    4. Aleksy Kwilinski & Oleksandr Vyshnevskyi & Henryk Dzwigol, 2020. "Digitalization of the EU Economies and People at Risk of Poverty or Social Exclusion," JRFM, MDPI, vol. 13(7), pages 1-14, July.

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    More about this item

    Keywords

    E-Commerce; Europe; Digital divide; Exploratory spatial data analysis; Policy benchmarks;
    All these keywords.

    JEL classification:

    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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