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Does the Digital Divide Matter? The Role of Information and Communication Technology in Cross-country Level and Growth Estimates?

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  • Leonardo Becchetti

    (University of Rome II - Faculty of Economics)

  • Fabrizio Adriani

    (University of Rome II - Centre for International Studies on Economic Growth (CEIS))

Abstract

The bulk of Information and Communication Technology is made of weightless, implementable and infinitely reproducible knowledge products (such as software and databases). These products are transferred by telephone lines, accessed through internet hosts and processed and exchanged through personal computers. In this work, the coefficient of the labor augmenting factor in the aggregate production function has been estimated using proxies of variables crucially affecting the diffusion of (non rivalrous and almost non excludable) knowledge products. This specification provides interesting answers to some of the open issues in the existing growth literature. The most recent information, even though available for a limited period, shows that telephone lines, personal computers, mobile phones and internet hosts significantly affect levels and growth of income per worker across countries. The result is robust to changes in sample composition, econometric specification and estimation approach.

Suggested Citation

  • Leonardo Becchetti & Fabrizio Adriani, 2003. "Does the Digital Divide Matter? The Role of Information and Communication Technology in Cross-country Level and Growth Estimates?," CEIS Research Paper 4, Tor Vergata University, CEIS.
  • Handle: RePEc:rtv:ceisrp:4
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    1. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    2. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    3. Easton, Stephen T & Walker, Michael A, 1997. "Income, Growth, and Economic Freedom," American Economic Review, American Economic Association, vol. 87(2), pages 328-332, May.
    4. Bill Lehr & Frank Lichtenberg, 1999. "Information technology and its impact on firm-level productivity: evidence from government and private data sources, 1977-1993," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 335-362, April.
    5. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    6. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    7. Ernst R. Berndt & Catherine J. Morrison & Larry S. Rosenblum, 1992. "High-Tech Capital Formation and Labor Composition in U.S. Manufacturing Industries: An Exploratory Analysis," NBER Working Papers 4010, National Bureau of Economic Research, Inc.
    8. Rousseau, P. L. & Wachtel, P., 2000. "Equity markets and growth: Cross-country evidence on timing and outcomes, 1980-1995," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1933-1957, December.
    9. Anitesh Barua & Charles H. Kriebel & Tridas Mukhopadhyay, 1995. "Information Technologies and Business Value: An Analytic and Empirical Investigation," Information Systems Research, INFORMS, vol. 6(1), pages 3-23, March.
    10. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    11. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
    12. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2006. "Projecting Productivity Growth: Lessons from the US Growth Resurgence," Chapters, in: Dennis W. Jansen (ed.), The New Economy and Beyond, chapter 2, Edward Elgar Publishing.
    13. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    14. Antonelli, Cristiano, 2003. "The digital divide: understanding the economics of new information and communication technology in the global economy," Information Economics and Policy, Elsevier, vol. 15(2), pages 173-199, June.
    15. Danny Quah, 1999. "The Weightless Economy in Economic Development," WIDER Working Paper Series wp-1999-155, World Institute for Development Economic Research (UNU-WIDER).
    16. Quah, Danny, 1999. "The Weightless Economy in Economic Development," CEPR Discussion Papers 2094, C.E.P.R. Discussion Papers.
    17. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    18. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    19. L. Becchetti & David Bedoya & L. Paganetto, 2003. "ICT Investment, Productivity and Efficiency: Evidence at Firm Level Using a Stochastic Frontier Approach," Journal of Productivity Analysis, Springer, vol. 20(2), pages 143-167, September.
    20. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    21. Danny Quah, 1999. "The Weightless Economy in Economic Development," CEP Discussion Papers dp0417, Centre for Economic Performance, LSE.
    22. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    23. Stiroh, Kevin J, 1998. "Computers, Productivity, and Input Substitution," Economic Inquiry, Western Economic Association International, vol. 36(2), pages 175-191, April.
    24. Quah, Danny, 1999. "The weightless economy in economic development," LSE Research Online Documents on Economics 2291, London School of Economics and Political Science, LSE Library.
    25. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    26. Erickson, Timothy, 2001. "Constructing Instruments for Regression with Measurement Error When No Additional Data Are Available: Comment," Econometrica, Econometric Society, vol. 69(1), pages 221-222, January.
    27. Pagano, Marco, 1993. "Financial markets and growth: An overview," European Economic Review, Elsevier, vol. 37(2-3), pages 613-622, April.
    28. Brunetti, Aymo, 1997. "Political Variables in Cross-Country Growth Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 11(2), pages 163-190, June.
    29. Stephen D. Oliner & Daniel E. Sichel, 1994. "Computers and Output Growth Revisited: How Big Is the Puzzle?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 273-334.
    30. Paul Evans, 1997. "How Fast Do Economies Converge?," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 219-225, May.
    31. Perotti, Roberto, 1996. "Growth, Income Distribution, and Democracy: What the Data Say," Journal of Economic Growth, Springer, vol. 1(2), pages 149-187, June.
    32. Alesina, Alberto & Perotti, Roberto, 1994. "The Political Economy of Growth: A Critical Survey of the Recent Literature," The World Bank Economic Review, World Bank, vol. 8(3), pages 351-371, September.
    33. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    34. Robert Summers & Alan Heston, 1991. "The Penn World Table (Mark 5): An Expanded Set of International Comparisons, 1950–1988," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 327-368.
    35. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    36. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    1. Sajda Qureshi & Lotfollah Najjar, 2017. "Information and communications technology use and income growth: evidence of the multiplier effect in very small island states," Information Technology for Development, Taylor & Francis Journals, vol. 23(2), pages 212-234, April.
    2. Haile Teklemariam, Mekuria & Kwon, Youngsun, 2018. "Reducing internet demand-side gap improves digital inclusion in low-income countries: - analysis that is more comprehensive," 22nd ITS Biennial Conference, Seoul 2018. Beyond the boundaries: Challenges for business, policy and society 190411, International Telecommunications Society (ITS).
    3. Prasanna Tambe & Lorin M. Hitt, 2014. "Measuring Information Technology Spillovers," Information Systems Research, INFORMS, vol. 25(1), pages 53-71, March.
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    5. Young Bong Chang & Vijay Gurbaxani, 2012. "The Impact of IT-Related Spillovers on Long-Run Productivity: An Empirical Analysis," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 868-886, September.
    6. Carmen Díaz-Roldán & María del Carmen Ramos-Herrera, 2021. "Innovations and ICT: Do They Favour Economic Growth and Environmental Quality?," Energies, MDPI, vol. 14(5), pages 1-17, March.
    7. Francesco Venturini, 2009. "The long-run impact of ICT," Empirical Economics, Springer, vol. 37(3), pages 497-515, December.
    8. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    9. Charles Amo Yartey, 2006. "Financial Development, the Structure of Capital Markets, and the Global Digital Divide," IMF Working Papers 2006/258, International Monetary Fund.
    10. Andre Jungmittag, 2021. "Robotisation of the manufacturing industries in the EU: Convergence or divergence?," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1269-1290, October.
    11. Fatma M. Utku-İsmihan, 2019. "Knowledge, technological convergence and economic growth: a dynamic panel data analysis of Middle East and North Africa and Latin America," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 713-733, March.
    12. Ewa Lechman, 2012. "Technology convergence and digital divides. A country-level evidence for the period 2000–2010," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 31.
    13. Xuliang Zhang & Chenxiang Elaine Ji & Haixia Zhang & Yuchen Wei & Jianwei Jin, 2023. "On the Role of the Digital Industry in Reshaping Urban Economic Structure: the Case of Hangzhou, China," Journal of Economic Analysis, Anser Press, vol. 2(4), pages 123-139, July.
    14. Francesco VENTURINI, 2008. "Information Technology, Research & Development, or Both? What Really Drives A Nation's Productivity," Working Papers 321, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    15. Yartey, Charles Amo, 2008. "Financial development, the structure of capital markets, and the global digital divide," Information Economics and Policy, Elsevier, vol. 20(2), pages 208-227, June.
    16. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    17. Fratesi, Ugo & Perucca, Giovanni, 2014. "Territorial Capital and the Effectiveness of Cohesion Policies: an Assessment for CEE Regions," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 29, pages 165-191.
    18. A. G. Zagorchev & G. Vasconcellos & Y. Bae, 2011. "The long-run relation among financial development, technology and GDP: a panel cointegration study," Applied Financial Economics, Taylor & Francis Journals, vol. 21(14), pages 1021-1034.
    19. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel Kumar & Syed Jawad Hussain Shahzad, 2019. "Exploring the effect of ICT and tourism on economic growth: a study of Israel," Economic Change and Restructuring, Springer, vol. 52(3), pages 221-254, August.
    20. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.

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