IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v19y2017i4d10.1007_s10796-016-9634-1.html
   My bibliography  Save this article

Assessing the pattern between economic and digital development of countries

Author

Listed:
  • Frederico Cruz-Jesus

    (NOVA Information Management School)

  • Tiago Oliveira

    (NOVA Information Management School)

  • Fernando Bacao

    (NOVA Information Management School)

  • Zahir Irani

    (Brunel University)

Abstract

This paper analyzes the digital development of 110 countries and its relationship with economic development. Using factor analysis, we combined seven ICT-related variables into a single measure of digital development. This measure was then used as the dependent variable in an OLS model that allows non-linear effects, with the GDP per capita of countries as the explanatory variable. Our findings are substantive in that the correlation between economic and digital development was found to be not linear, being much stronger in poorer countries, a finding not commonly seen in the literature. As a result, future studies that focus on the relationship between economic and digital developments may benefit from our findings, by postulating this type of relationship. In our model we were able to explain 83 % of the variation in the digital development of countries, compared to just 72 % if considering only a linear relationship.

Suggested Citation

  • Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 2017. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 19(4), pages 835-854, August.
  • Handle: RePEc:spr:infosf:v:19:y:2017:i:4:d:10.1007_s10796-016-9634-1
    DOI: 10.1007/s10796-016-9634-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-016-9634-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10796-016-9634-1?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. Menzie D. Chinn & Robert W. Fairlie, 2007. "The determinants of the global digital divide: a cross-country analysis of computer and internet penetration," Oxford Economic Papers, Oxford University Press, vol. 59(1), pages 16-44, January.
    2. Billon, Margarita & Marco, Rocio & Lera-Lopez, Fernando, 0. "Disparities in ICT adoption: A multidimensional approach to study the cross-country digital divide," Telecommunications Policy, Elsevier, vol. 33(10-11), pages 596-610, November.
    3. Oecd, 2001. "Understanding the Digital Divide," OECD Digital Economy Papers 49, OECD Publishing.
    4. Helen J. Richardson, 2009. "A ‘smart house’ is not a home: The domestication of ICTs," Information Systems Frontiers, Springer, vol. 11(5), pages 599-608, November.
    5. Tengtrakul, Pitikorn & Peha, Jon M., 2013. "Does ICT in schools affect residential adoption and adult utilization outside schools?," Telecommunications Policy, Elsevier, vol. 37(6), pages 540-562.
    6. 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.
    7. Alladi Venkatesh, 2008. "Digital home technologies and transformation of households," Information Systems Frontiers, Springer, vol. 10(4), pages 391-395, September.
    8. Vicente, Maria Rosalia & Lopez, Ana Jesus, 2006. "Patterns of ICT diffusion across the European Union," Economics Letters, Elsevier, vol. 93(1), pages 45-51, October.
    9. Menzie D. Chinn & Robert W. Fairlie, 2010. "ICT Use in the Developing World: An Analysis of Differences in Computer and Internet Penetration," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 153-167, February.
    10. Kiiski, Sampsa & Pohjola, Matti, 2002. "Cross-country diffusion of the Internet," Information Economics and Policy, Elsevier, vol. 14(2), pages 297-310, June.
    11. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    12. Oluwasola Oni & Anastasia Papazafeiropoulou, 2014. "Diverse views on IT innovation diffusion among SMEs: Influencing factors of broadband adoption," Information Systems Frontiers, Springer, vol. 16(4), pages 729-747, September.
    13. Xiaojun Zhang & Likoebe M. Maruping, 2008. "Household technology adoption in a global marketplace: Incorporating the role of espoused cultural values," Information Systems Frontiers, Springer, vol. 10(4), pages 403-413, September.
    14. 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.
    15. Jalava, Jukka & Pohjola, Matti, 2008. "The roles of electricity and ICT in economic growth: Case Finland," Explorations in Economic History, Elsevier, vol. 45(3), pages 270-287, July.
    16. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.
    17. Hargittai, Eszter, 1999. "Weaving the Western Web: explaining differences in Internet connectivity among OECD countries," Telecommunications Policy, Elsevier, vol. 23(10-11), pages 701-718, November.
    18. Edward M. Crenshaw & Kristopher K. Robison, 2006. "Globalization and the Digital Divide: The Roles of Structural Conduciveness and Global Connection in Internet Diffusion," Social Science Quarterly, Southwestern Social Science Association, vol. 87(1), pages 190-207, March.
    19. World Bank, 2006. "2006 Information and Communications for Development : Global Trends and Policies," World Bank Publications - Books, The World Bank Group, number 6967.
    20. She-I Chang & David C. Yen & I-Cheng Chang & Jung-Chu Chou, 2012. "Study of the digital divide evaluation model for government agencies–a Taiwanese local government’s perspective," Information Systems Frontiers, Springer, vol. 14(3), pages 693-709, July.
    21. Dan J. Kim & Yujong Hwang, 2012. "A study of mobile internet user’s service quality perceptions from a user’s utilitarian and hedonic value tendency perspectives," Information Systems Frontiers, Springer, vol. 14(2), pages 409-421, April.
    22. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    23. Maria Rosalia Vicente & Ana Jesus Lopez, 2008. "Some empirical evidence on Internet diffusion in the New Member States and Candidate Countries of the European Union," Applied Economics Letters, Taylor & Francis Journals, vol. 15(13), pages 1015-1018.
    24. 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.
    25. Mahfuz Ashraf & Jo Hanisch & Paul Swatman, 2009. "ICT intervention in the ‘Chandanbari’ Village of Bangladesh: Results from a field study," Information Systems Frontiers, Springer, vol. 11(2), pages 155-166, April.
    26. Mar�a Rosal�a Vicente & Ana Jesús L�pez, 2010. "What drives broadband diffusion? Evidence from Eastern Europe," Applied Economics Letters, Taylor & Francis Journals, vol. 17(1), pages 51-54, January.
    27. Indjikian, Rouben & Siegel, Donald S., 2005. "The Impact of Investment in IT on Economic Performance: Implications for Developing Countries," World Development, Elsevier, vol. 33(5), pages 681-700, May.
    28. Beilock, Richard & Dimitrova, Daniela V., 0. "An exploratory model of inter-country Internet diffusion," Telecommunications Policy, Elsevier, vol. 27(3-4), pages 237-252, April.
    29. World Bank, 2009. "2009 Information and Communications for Development : Extending Reach and Increasing Impact," World Bank Publications - Books, The World Bank Group, number 2636.
    30. James, M.J., 2007. "From origins to implications : Key aspects in the debate over the digital divide," Other publications TiSEM 268eb10c-e0af-4818-8ef9-7, Tilburg University, School of Economics and Management.
    31. Mo, Di & Swinnen, Johan & Zhang, Linxiu & Yi, Hongmei & Qu, Qinghe & Boswell, Matthew & Rozelle, Scott, 2013. "Can One-to-One Computing Narrow the Digital Divide and the Educational Gap in China? The Case of Beijing Migrant Schools," World Development, Elsevier, vol. 46(C), pages 14-29.
    32. Chris Forman, 2005. "The Corporate Digital Divide: Determinants of Internet Adoption," Management Science, INFORMS, vol. 51(4), pages 641-654, April.
    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. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 0. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    2. 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.
    3. Neokosmidis, Ioannis & Avaritsiotis, Nikolaos & Ventoura, Zoe & Varoutas, Dimitris, 2015. "Assessment of the gap and (non-)Internet users evolution based on population biology dynamics," Telecommunications Policy, Elsevier, vol. 39(1), pages 14-37.
    4. Margarita Billon & Fernando Lera-Lopez & Rocio Marco, 2016. "ICT use by households and firms in the EU: links and determinants from a multivariate perspective," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 629-654, November.
    5. Richard Perkins & Eric Neumayer, 2011. "Is the internet really new after all?: the determinants of telecommunications diffusion in historical perspective," LSE Research Online Documents on Economics 30800, London School of Economics and Political Science, LSE Library.
    6. Ventura, Eva & Satorra, Albert, 2015. "A multiple indicator model for panel data: an application to ICT area-level variation," 26th European Regional ITS Conference, Madrid 2015 127191, International Telecommunications Society (ITS).
    7. Dohse, Dirk & Lim, Cheng Yee, 2016. "Macro-geographic location and internet adoption in poor countries: What is behind the persistent digital gap?," Kiel Working Papers 2067, Kiel Institute for the World Economy (IfW Kiel).
    8. Bera, Subhasis, 2019. "Club convergence and drivers of digitalization across Indian states," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    9. Menzie D. Chinn & Robert W. Fairlie, 2010. "ICT Use in the Developing World: An Analysis of Differences in Computer and Internet Penetration," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 153-167, February.
    10. Mona Badran, 2014. "Young people and the digital divide in Egypt: an empirical study," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 223-250, December.
    11. Adeoluwa Akande & Pedro Cabral & Sven Casteleyn, 2019. "Assessing the Gap between Technology and the Environmental Sustainability of European Cities," Information Systems Frontiers, Springer, vol. 21(3), pages 581-604, June.
    12. Margarita Billon & Fernando Lera-Lopez & Rocío Marco, 2010. "Differences in digitalization levels: a multivariate analysis studying the global digital divide," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(1), pages 39-73, April.
    13. She-I Chang & David C. Yen & I-Cheng Chang & Jung-Chu Chou, 2012. "Study of the digital divide evaluation model for government agencies–a Taiwanese local government’s perspective," Information Systems Frontiers, Springer, vol. 14(3), pages 693-709, July.
    14. Chulhwan Chris Bang, 2015. "Information systems frontiers: Keyword analysis and classification," Information Systems Frontiers, Springer, vol. 17(1), pages 217-237, February.
    15. Li, Raymond & Shiu, Alice, 2012. "Internet diffusion in China: A dynamic panel data analysis," Telecommunications Policy, Elsevier, vol. 36(10), pages 872-887.
    16. Ventura, Eva & Satorra, Albert, 2015. "A multiple indicator model for panel data: An application to ICT area-level variation," Telecommunications Policy, Elsevier, vol. 39(10), pages 830-847.
    17. Eva Ventura & Albert Satorra, 2014. "A multiple indicator model for panel data: an application to ICT area-level variation," Economics Working Papers 1419, Department of Economics and Business, Universitat Pompeu Fabra.
    18. Zhouying Song & Tao Song & Yu Yang & Zhenbo Wang, 2019. "RETRACTED: Spatial–Temporal Characteristics and Determinants of Digital Divide in China: A Multivariate Spatial Analysis," Sustainability, MDPI, vol. 11(17), pages 1, August.
    19. P. Guerrieri & M. Luciani & V. Meliciani, 2011. "The determinants of investment in information and communication technologies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(4), pages 387-403.
    20. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.

    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:spr:infosf:v:19:y:2017:i:4:d:10.1007_s10796-016-9634-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.