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Exploring Patterns in ICT Growth and Development in Africa: A Kohonen Map Analysis

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  • Olumayokun Soremekun

    (Bentley University)

  • Charles A. Malgwi

    (Bentley University)

Abstract

This paper explores whether the adoption and use of mobile phones in Africa following the United Nations Millennium Development Goal number 8 is seminal relative to other Information and Communication Technologies (ICTs). The dataset consists of the number of Internet users, computer users, and mobile subscribers per 100 people. We use Kohonen Self Organizing Maps on a panel of 48 countries organized in four geographic regions and two cohorts over the 2001-2007 period. Results show the existence of a digital divide in Africa overall, with northern and southern countries making significant progress while the western and eastern regions lag behind.

Suggested Citation

  • Olumayokun Soremekun & Charles A. Malgwi, 2013. "Exploring Patterns in ICT Growth and Development in Africa: A Kohonen Map Analysis," The Review of Regional Studies, Southern Regional Science Association, vol. 43(2,3), pages 175-190, Winter.
    • Handle: RePEc:rre:publsh:v:43:y:2013:i:23:p:175-190
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    References listed on IDEAS

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    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. Joel I. Deichmann & Abdolreza Eshghi & Dominique Haughton & Michele Masnghetti & Selin Sayek & Heikki Topi, 2006. "Exploring Break-points and Interaction Effects Among Predictors of the International Digital Divide," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 9(4), pages 47-71, October.
    3. Kamal Saggi, 2002. "Trade, Foreign Direct Investment, and International Technology Transfer: A Survey," The World Bank Research Observer, World Bank, vol. 17(2), pages 191-235, September.
    4. Elizabeth Asiedu, 2006. "Foreign Direct Investment in Africa: The Role of Natural Resources, Market Size, Government Policy, Institutions and Political Instability," The World Economy, Wiley Blackwell, vol. 29(1), pages 63-77, January.
    5. World Bank, 2007. "World Development Indicators 2007," World Bank Publications - Books, The World Bank Group, number 8150, December.
    6. Daniel Arribas-Bel & Peter Nijkamp & Henk Scholten, 2011. "Multi-Dimensional Urban Sprawl in Europe: a Self-Organizing Map Approach," ERSA conference papers ersa10p485, European Regional Science Association.
    7. Tom Kauko, 2004. "A Comparative Perspective on Urban Spatial Housing Market Structure: Some More Evidence of Local Sub-markets Based on a Neural Network Classification of Amsterdam," Urban Studies, Urban Studies Journal Limited, vol. 41(13), pages 2555-2579, December.
    8. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    9. Roycroft, Trevor R. & Anantho, Siriwan, 0. "Internet subscription in Africa: policy for a dual digital divide," Telecommunications Policy, Elsevier, vol. 27(1-2), pages 61-74, February.
    10. Connolly, Michelle, 2003. "The dual nature of trade: measuring its impact on imitation and growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 31-55, October.
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    More about this item

    Keywords

    information communication technology; Africa; digital divide; Kohonen map;
    All these keywords.

    JEL classification:

    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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