Skip to main content

Internet, Educational Disparities, and Economic Growth: Differences Between Low-Middle and High-Income Countries

  • Chapter
  • First Online:
Book cover Catalyzing Development through ICT Adoption

Abstract

This paper examines the influence of educational inequality on the impacts of Internet use on economic growth. We use panel data estimations on a sample of 90 countries from 1995 to 2010. We find that Internet use has a positive impact on growth in both developing and developed countries. Furthermore, we also find that educational inequality negatively influences the impact of Internet use on economic growth, the effect being more significant in developing countries. The results highlight that in addition to the role played by the level of human capital, public policies should take into account the educational distribution to boost Internet use and favor its impacts on economic growth.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    This expression is used in Checchi [77].

  2. 2.

    Brain drain migration has been growing significantly over the last decades, with an increase of 77% in the period 1990–2000, increasing more rapidly than the educational attainments in many developing countries, with negative impacts in these countries [83]. Furthermore, throughout the 1990s, the growth rate of international skilled migration was nearly triple that of unskilled migration, and most of that increase was due to skilled migration from developing to developed countries. The emigration rates in 2000 were three times higher than average for the highly educated and skilled and 12 times higher among emigrants from low-income countries [84].

  3. 3.

    Satellite networks, wireless infrastructure, and public-private partnerships might reduce the cost of Internet access drastically. In this context, recent initiatives to develop more affordable information and communication systems through satellites to reach rural areas have been implemented in some developing countries (see, e.g., the Ob3 project: http://www.o3bnetworks.com/3222).

  4. 4.

    More details about different measures to promote ICT adoption in developing countries and the relationship with educational, political, and social issues can be found in Keengwe and Malapile [88].

References

  1. Billon, M., Marco, R., & Lera-Lopez, F. (2009). Disparities in ICT adoption: A multidimensional approach to study the cross-country digital divide. Telecommunications Policy, 33(10), 596–610.

    Article  Google Scholar 

  2. Oyelaran-Oyeyinka, B., & Lal, K. (2005). Internet diffusion in sub-Saharan Africa: A cross-country analysis. Telecommunications Policy, 29(7), 507–527.

    Article  Google Scholar 

  3. Quibria, M. G., Ahmed, S. N., Tschang, T., & Reyes-Macasaquit, M. L. (2003). Digital divide: Determinants and policies with special reference to Asia. Journal of Asian Economics, 13(6), 811–825.

    Article  Google Scholar 

  4. James, J. (2011). Internet skills in developing countries: How much do we know? Information Development, 2011(27), 94–99.

    Article  Google Scholar 

  5. Castelló-Climent, A. (2010). Inequality and growth in advanced economies: An empirical investigation. Journal of Economic Inequality, 8(3), 293–321.

    Article  Google Scholar 

  6. Colecchia, A., & Schreyer, P. (2002). ICT investment and economic growth in the 1990s: Is the United States a unique case? A comparative study of nine OECD countries. Review of Economic Dynamics, 5(2), 408–442.

    Article  Google Scholar 

  7. Jorgenson, D. W. (2001). Information technology and the US economy. American Economic Review, 91(1), 1–32.

    Article  Google Scholar 

  8. Oliner, S. D., & Sichel, D. E. (2000). The resurgence of growth in the late 1990s: Is information technology the story? Journal of Economic Perspectives, 4(14), 3–22.

    Article  Google Scholar 

  9. Stiroh, K. J. (2002). Information technology and the U.S. productivity revival: What do the industry data say? American Economic Review, 92(5), 1559–1576.

    Article  Google Scholar 

  10. Baliamoune-Lutz, M. (2003). An analysis of the determinants and effects of ICT diffusion in developing countries. Information Technology for Development, 10(3), 151–169.

    Article  Google Scholar 

  11. Dewan, S., & Kraemer, K. L. (2000). Information technology and productivity: Evidence from country-level data. Management Science, 46(4), 548–562.

    Article  Google Scholar 

  12. Kottemann, J., & Boyer-Wright, K. (2009). Human resource development, domains of information technology use, and levels of economic prosperity. Information Technology for Development, 15(1), 32–42.

    Article  Google Scholar 

  13. Samoilenko, S., & Osei-Bryson, K. M. (2011). The spillover effects of investments in telecoms: Insights from transition economies. Information Technology for Development, 17(3), 213–231.

    Article  Google Scholar 

  14. Seo, H. J., & Lee, Y. S. (2006). Contribution of information and communication technology to total factor productivity and externalities effects. Information Technology for Development, 12(2), 159–173.

    Article  Google Scholar 

  15. Chavula, H. K. (2013). Telecommunications development and economic growth in Africa. Information Technology for Development, 19(1), 5–23.

    Article  Google Scholar 

  16. Meijers, H.M. (2012). Does Internet generate economic growth, international trade, or both? Working Paper no. 50 Maastricht Economic and Social Research Institute on Innovation and Technology.

    Google Scholar 

  17. Yousefi, A. (2011). The impact of information and communication technology on economic growth: Evidence from developed and developing countries. Economics of Innovation and New Technology, 20(6), 581–696.

    Article  Google Scholar 

  18. Capello, R., & Spairani, A. (2006). Accessibility and regional growth in Europe. The role of ICTs policies. In G. Vertova (Ed.), The changing economic geography of globalization (pp. 192–215). London: Routledge.

    Google Scholar 

  19. Hughes, G., Gareis, K., Assis, J., Cornford, J., Richardson, R., & Sokol, M. (2008). TRANSFORM: Benchmarking & fostering transformative use of ICT in EU regions. Report TRANSFORM/Empirica. (EU FP6 – SSA; DG Infso).

    Google Scholar 

  20. Geroski, P. A. (2000). Models of technology diffusion. Research Policy, 29(4), 603–625.

    Article  Google Scholar 

  21. Karshenas, M., & Stoneman, P. (1995). Technological diffusion. In M. Karshenas & P. Stoneman (Eds.), Handbook of the economics of innovation and technological change (pp. 265–297). Oxford: Blackwell.

    Google Scholar 

  22. Rogers, E. M. (2003). Diffusion of innovations. New York: Free Press.

    Google Scholar 

  23. Solow, R. (1956). A contribution to economic growth. Quarterly Journal of Economics, 70(1), 65–94.

    Article  Google Scholar 

  24. Swan, T. W. (1956). Economic growth and capital accumulation economic. Record, 32, 334–361.

    Article  Google Scholar 

  25. Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), 71–102.

    Article  Google Scholar 

  26. Grossman, G. M., & Helpman, E. (1991). Innovation and growth in the global economy. Cambridge, MA: MIT Press.

    Google Scholar 

  27. Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction: Monte Carlo evidence and an application to employment equations. Econometrica, 60(2), 323–351.

    Article  Google Scholar 

  28. Brynjolfsson, E., & Hitt, L. M. (1998). Beyond the productivity paradox: Computers are the catalyst for bigger changes. Communications of ACMXLI, 8, 49–55.

    Article  Google Scholar 

  29. Brynjolfsson, E., & Hitt, L. M. (2000). Beyond computation: Information technology, organizational transformation and business practice. Journal of Economic Perspectives XIV, 4, 23–48.

    Article  Google Scholar 

  30. Brynjolfsson, E., & Hitt, L. M. (2003). Computing productivity: Firm-level evidence. Review of Economics & Statistics LXXXV, (4), 793–809.

    Google Scholar 

  31. Dedrick, J., Gurbaxani, V., & Kraemer, K. L. (2003). Information technology and economic performance: A critical review of the empirical evidence. ACM Computing Surveys (CSUR), 35(1), 1–28.

    Article  Google Scholar 

  32. Chu, S. Y. (2013). Internet, economic growth and recession. Modern Economy, 4, 209–213.

    Article  Google Scholar 

  33. Czernich, N., Falck, O., Kretschmer, T., & Woessmann, L. (2011). Broadband infrastructure and economic growth. The Economic Journal, 121(552), 505–532.

    Article  Google Scholar 

  34. Keller, W. (2004). International technology diffusion. Journal of Economic Literature, 42(3), 752–782.

    Article  Google Scholar 

  35. Helpman, E., & Trajtenberg, M. (1996). Diffusion of general purpose technologies. Working Paper no. 5773. National Bureau of Economic Research.

    Google Scholar 

  36. Storper, M., & Venables, A. J. (2004). Buzz: Face-to-face contact and the urban economy. Journal of Economic Geography, 4(4), 351–370.

    Article  Google Scholar 

  37. Bloom, N., Schankerman, M., & Van Reenen, J. (2013). Identifying technology spillovers and product market rivalry. Econometrica, 81(4), 1347–1393.

    Article  Google Scholar 

  38. Camagni, R., & Capello, R. (2013). Regional innovation patterns and the EU regional policy reform: Toward smart innovation policies. Growth and Change, 44(2), 355–389.

    Article  Google Scholar 

  39. Boschma, R. (2005). Proximity and innovation: A critical assessment. Regional Studies, 39(1), 61–74.

    Article  Google Scholar 

  40. Jaffe, A. B. (1986). Technological opportunity and spillovers of R &D: Evidence from firms’ patents, profits, and market value. American Economic Review, 76(5), 984–1001.

    Google Scholar 

  41. Marrocu, E., Paci, R., & Usai, S. (2011). The complementary effects of proximity dimensions on knowledge spillovers. WP CRENoS WP11–21.

    Google Scholar 

  42. Basile, R., Capello, R., & Caragliu, A. (2012). Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers. Papers in Regional Science, 91(4), 697–722.

    Article  Google Scholar 

  43. Capello, R., & Spairani, A. (2004). The role of collective learning in ICT adoption and use. In H. L. De Groot, P. Nijkamp, & R. R. Strough (Eds.), Entrepreneurship and regional economic development, a spatial perspective (pp. 198–224). Cheltenham: Edward Elgar Publishing.

    Google Scholar 

  44. Benhabib, J., & Spiegel, M. (2005). Human capital and technology diffusion. In P. Aghion & S. N. Durlauf (Eds.), Handbook of economic growth, 1A: Handbooks in economics (Vol. 22, pp. 935–966). Amsterdam: Elsevier & North-Holland.

    Chapter  Google Scholar 

  45. Nelson, R., & Phelps, E. (1966). Investment in humans, technological diffusion, and economic growth. American Economic Review: Papers and Proceedings, 51(2), 69–75.

    Google Scholar 

  46. Rosenberg, N. (1972). Factors affecting the diffusion of technology. Explorations in Economic History, 10, 3–33.

    Article  Google Scholar 

  47. Espiritu, A. (2003). Digital divide and implications on growth: Cross-country analysis. Journal of American Academy of Business, 2(2), 450–454.

    Google Scholar 

  48. Choi, C., & Hoon Yi, M. (2009). The effect of Internet on economic growth: Evidence from cross-country panel data. Economics Letters, 105(1), 39–41.

    Article  Google Scholar 

  49. Vu, K. M. (2011). ICT as a source of economic growth in the information age: Empirical evidence from the 1996–2005 period. Telecommunications Policy, 35(4), 357–372.

    Article  Google Scholar 

  50. Roztocki, N., & Weistroffer, H. R. (2011). Information technology success factors and models in developing and emerging economies. Information Technology for Development, 17(3), 163–167.

    Article  Google Scholar 

  51. Qiang, C. Z., & Xu, L. C. (2012). Telecommunications and economic performance: Macro and micro evidence. Washington, DC: World Bank.

    Google Scholar 

  52. Ketteni, E., Mamuneas, T., & Stengos, T. (2010). The effect of information technology and human capital on economic growth. Macroeconomic Dynamics, 15(5), 595–615.

    Article  Google Scholar 

  53. World Bank. (2011). Approach paper. Washington, DC: Information & Communication Technologies Sector Strategy.

    Google Scholar 

  54. Ngwenyama, O., Andoh-Baidoo, F., Bollou, F., & Morawczynski, O. (2006). Is there a relationship between ICT, health, education and development? An empirical analysis of five West African countries from 1997–2003. The Electronic Journal on Information Systems in Developing Countries, 23(5), 1–11.

    Google Scholar 

  55. Haight, M., Quan-Haase, A., & Corbett, B. (2014). Revisiting the digital divide in Canada: The impact of demographic factors on access to the Internet, level of online activity and social networking site usage. Information, Communication & Society, 17(4), 503–519.

    Article  Google Scholar 

  56. Zhu, S., & Chen, J. (2013). The digital divide in individual E-commerce utilization in China: Results from a national survey. Information Development, 29(1), 69–80.

    Article  Google Scholar 

  57. Chinn, M., & Fairlie, R. (2007). The determinants of the global digital divide: A cross-country analysis of computer and Internet penetration. Oxford Economic Papers, 59, 16–44.

    Article  Google Scholar 

  58. Demoussis, M., & Giannakopoulos, N. (2006). Facets of the digital divide in Europe: Determination and extent of Internet use. Economics of Innovation and New Technology, 15(3), 235–246.

    Article  Google Scholar 

  59. Wunnava, P., & Leiter, D. (2009). Determinants of intercountry Internet diffusion rates. American Journal of Economics and Sociology, 68(2), 413–426.

    Article  Google Scholar 

  60. Bagchi, K., & Udo, G. (2007). Empirically testing factors that drive ICT adoption in Africa and OECD set of nations. Issues in Information Systems, 8(2), 45–52.

    Google Scholar 

  61. Kiiski, S., & Pohjola, M. (2002). Cross-country diffusion of the Internet. Information Economics and Policy, 14, 297–310.

    Article  Google Scholar 

  62. Pick, J., & Azari, R. (2008). Global digital divide: Influence of socioeconomic, governmental and accessibility factors on information technology. Information Technology for Development, 14(2), 91–115.

    Article  Google Scholar 

  63. Chong, A., & Micco, A. (2003). The Internet and the ability to innovate in Latin America. Emerging Markets Review, 4, 53–72.

    Article  Google Scholar 

  64. Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407–443.

    Article  Google Scholar 

  65. Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42.

    Article  Google Scholar 

  66. Bloom, D. E., Canning, D., & Sevilla, J. (2004). The effect of health on economic growth: A production function approach. World Development, 32(1), 1–13.

    Article  Google Scholar 

  67. Acemoglu, D., & Johnson, S. (2007). Disease and development: The effect of life expectancy on economic growth. Journal of Political Economy, 115(6), 925–985.

    Article  Google Scholar 

  68. Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37, 204–212.

    Article  Google Scholar 

  69. Strauss, J., & Thomas, D. (1998). Health, nutrition, and economic development. Journal of Economic Literature, 36, 766–817.

    Google Scholar 

  70. Bils, M., & Klenow, P. (2000). Does schooling cause growth? American Economic Review, 90, 1160–1183.

    Article  Google Scholar 

  71. Fischer, S. (1993). The role of macroeconomic factors in growth. Journal of Monetary Economics, 32(3), 485–512.

    Article  Google Scholar 

  72. Barro, R. J. (2013). Inflation and economic growth. Annals of Economics and Finance, Society for AEF, 14(1), 121–144.

    Google Scholar 

  73. Rodríguez-Pose, A., & Tselios, V. (2010). Inequalities in income and education and regional economic growth in Western Europe. The Annals of Regional Science, 44(2), 349–375.

    Article  Google Scholar 

  74. Barro, R. J., & Lee, J. W. (2012). A new data set of educational attainment in the world, 1950–2010. Retrieved 14 Sept 14, 2012, from http://www.barrolee.com

  75. World Bank. (2013). World development indicators database. Washington, DC: World Bank.

    Google Scholar 

  76. Arellano, M., & Bond, S. (1991). Some tests of specification for panel data. Review of Economic Studies, 58, 277–297.

    Article  Google Scholar 

  77. Checchi, D. (2000). Does educational achievement help to explain income inequality? UNU/WIDER Working papers no. 208.

    Google Scholar 

  78. Cohen, D., & Soto, M. (2007). Growth and human capital: Good data good results. Journal of Economic Growth, 12, 51–76.

    Article  Google Scholar 

  79. Messinis, G., & Ahmed, A. D. (2013). Cognitive skills, innovation and technology diffusion. Economic Modelling, 30, 565–578.

    Article  Google Scholar 

  80. Zhang, J., & Zhang, J. (2005). The effect of life expectancy on fertility, saving, schooling and economic growth: Theory and evidence. Scandinavian Journal of Economics, 107(1), 45–66.

    Article  Google Scholar 

  81. Barro, R. J. (1999). Determinants of economic growth: A cross-country empirical study. Cambridge, MA: The MIT Press.

    Google Scholar 

  82. Morales-Gómez, D., & Melesse, M. (1998). Utilising information and communication technologies for development: The social dimensions. Information Technology for Development, 8(1), 3–13.

    Article  Google Scholar 

  83. Di Maria, C., & Lazarova, E. (2012). Migration, human capital formation, and growth: An empirical investigation. World Development, 40(5), 938–955.

    Article  Google Scholar 

  84. Docquier, F., & Marfouk, A. (2006). International migration by educational attainment (1990–2000). In C. Ozden & M. Schiff (Eds.), International migration, remittances and development (pp. 151–200). New York: Palgrave MacMillan.

    Google Scholar 

  85. Halewood, N., & Kenny, C. (2008). Young people and ICTs in developing countries. Information Technology for Development, 14(2), 171–177.

    Article  Google Scholar 

  86. Indjikian, R., & Siegel, D. S. (2005). The impact of investment in IT on economic performance: Implications for developing countries. World Development, 33(5), 681–700.

    Article  Google Scholar 

  87. Jain, L., Kumar, H., & Singla, R. K. (2015). Assessing mobile technology usage for knowledge dissemination among farmers in Punjab. Information Technology for Development, 21, 668–676.

    Article  Google Scholar 

  88. Keengwe, J., & Malapile, S. (2014). Factors influencing technology planning in developing countries: A literature review. Education and Information Technologies, 19(4), 703–712.

    Article  Google Scholar 

Download references

Acknowledgments

Margarita Billon and Fernando Lera-Lopez acknowledge the financial support of the Spanish Ministry of Science (ECO2010-21393-C04-03 and ECO2013-48496-C4-2-R).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Margarita Billon .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this chapter

Cite this chapter

Billon, M., Crespo, J., Lera-López, F. (2017). Internet, Educational Disparities, and Economic Growth: Differences Between Low-Middle and High-Income Countries. In: Kaur, H., Lechman, E., Marszk, A. (eds) Catalyzing Development through ICT Adoption. Springer, Cham. https://doi.org/10.1007/978-3-319-56523-1_5

Download citation

Publish with us

Policies and ethics