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ICT Diffusion, Financial Development and Economic Growth: New Evidence from Low and Lower Middle-Income Countries

Author

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  • Anupam Das

    (Mount Royal University)

  • Murshed Chowdhury

    (Algoma University)

  • Sariah Seaborn

    (Mount Royal University)

Abstract

This paper examines the joint effects of Information and Communications Technology (ICT) and financial development on per capita economic growth for a sample of 43 developing countries from 2000 to 2014. Further, we test the same hypothesis after grouping countries according to their income level (i.e. low-income countries (LICs) and lower middle-income countries (LMICs)). We address the issue of endogeneity by applying the system generalized method of moments (GMM) technique. Our findings are threefold: first, when all developing countries are included in the same panel, on average, ICT diffusion has a positive and significant impact on economic growth but financial development does not. Second, the joint effect of ICT and finance is positive, suggesting that the direct effect of ICT diffusion on economic growth in developing countries is realized because of development of the financial sector. Third, the ICT-finance joint effect is found to be positive in LICs but insignificant in LMICs. Our findings have important policy implications for resource constrained developing countries, which often find it difficult to allocate additional resources to the development of the ICT sector.

Suggested Citation

  • Anupam Das & Murshed Chowdhury & Sariah Seaborn, 2018. "ICT Diffusion, Financial Development and Economic Growth: New Evidence from Low and Lower Middle-Income Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(3), pages 928-947, September.
  • Handle: RePEc:spr:jknowl:v:9:y:2018:i:3:d:10.1007_s13132-016-0383-7
    DOI: 10.1007/s13132-016-0383-7
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    1. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    2. Anupam Das & Biru Paksha Paul, 2011. "Openness and growth in emerging Asian economies: Evidence from GMM estimations of a dynamic panel," Economics Bulletin, AccessEcon, vol. 31(3), pages 2219-2228.
    3. Anke E. Hoeffler, 2002. "The augmented Solow model and the African growth debate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(2), pages 135-158, May.
    4. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    5. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    6. Sassi, Seifallah & Goaied, Mohamed, 2013. "Financial development, ICT diffusion and economic growth: Lessons from MENA region," Telecommunications Policy, Elsevier, vol. 37(4), pages 252-261.
    7. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    8. Theodore H. Moran & Edward M. Graham & Magnus Blomstrom, 2005. "Does Foreign Direct Investment Promote Development?," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 3810, April.
    9. 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.
    10. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    11. Lam, Pun-Lee & Shiu, Alice, 2010. "Economic growth, telecommunications development and productivity growth of the telecommunications sector: Evidence around the world," Telecommunications Policy, Elsevier, vol. 34(4), pages 185-199, May.
    12. Richard Beil & George Ford & John Jackson, 2005. "On the relationship between telecommunications investment and economic growth in the United States," International Economic Journal, Taylor & Francis Journals, vol. 19(1), pages 3-9.
    13. Wolde-Rufael, Yemane, 2009. "Re-examining the financial development and economic growth nexus in Kenya," Economic Modelling, Elsevier, vol. 26(6), pages 1140-1146, November.
    14. Shahiduzzaman, Md. & Alam, Khorshed, 2014. "The long-run impact of Information and Communication Technology on economic output: The case of Australia," Telecommunications Policy, Elsevier, vol. 38(7), pages 623-633.
    15. Luintel, Kul B. & Khan, Mosahid, 1999. "A quantitative reassessment of the finance-growth nexus: evidence from a multivariate VAR," Journal of Development Economics, Elsevier, vol. 60(2), pages 381-405, December.
    16. Jana Hanclova & Petr Doucek & Jakub Fischer & Kristyna Vltavska, 2015. "Does ICT capital affect economic growth in the EU-15 and EU-12 countries?," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(2), pages 387-406, April.
    17. Ayoub Yousefi, 2011. "The impact of information and communication technology on economic growth: evidence from developed and developing countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(6), pages 581-596, November.
    18. Kumar, Ronald Ravinesh & Kumar, Radika Devi & Patel, Arvind, 2015. "Accounting for telecommunications contribution to economic growth: A study of Small Pacific Island States," Telecommunications Policy, Elsevier, vol. 39(3), pages 284-295.
    19. Andrea Bassanini & Stefano Scarpetta, 2002. "Growth, Technological Change, and ICT Diffusion: Recent Evidence from OECD Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 324-344.
    20. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    21. Elsadig Ahmed & Rahim Ridzuan, 2013. "The Impact of ICT on East Asian Economic Growth: Panel Estimation Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 4(4), pages 540-555, December.
    22. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R., 2015. "The dynamics of information and communications technologies infrastructure, economic growth, and financial development: Evidence from Asian countries," Technology in Society, Elsevier, vol. 42(C), pages 135-149.
    23. Christian Dahl & Hans Kongsted & Anders Sørensen, 2011. "ICT and productivity growth in the 1990s: panel data evidence on Europe," Empirical Economics, Springer, vol. 40(1), pages 141-164, February.
    24. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    25. John Serieux, 2008. "Financial Liberalization and Domestic Resource Mobilization in Africa: an Assessment," Working Papers 45, International Policy Centre for Inclusive Growth.
    26. Hopestone Kayiska Chavula, 2013. "Telecommunications development and economic growth in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 19(1), pages 5-23, January.
    27. Sang H. Lee & John Levendis & Luis Gutierrez, 2012. "Telecommunications and economic growth: an empirical analysis of sub-Saharan Africa," Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 461-469, February.
    28. Sophia P Dimelis & Sotiris K Papaioannou, 2010. "FDI and ICT Effects on Productivity Growth: A Comparative Analysis of Developing and Developed Countries," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(1), pages 79-96, February.
    29. Alessandra Colecchia & Paul Schreyer, 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, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 408-442, April.
    30. repec:bla:obuest:v:64:y:2002:i:2:p:135-58 is not listed on IDEAS
    31. Kangni Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion and Growth: Evidence from African Countries," Post-Print halshs-00602411, HAL.
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    9. Ofori, Isaac K. & Armah, Mark K. & Taale, Francis & Ofori, Pamela E., 2021. "Addressing the Severity and Intensity of Poverty in Sub-Saharan Africa: How Relevant is the ICT and Financial Development Pathway?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    10. Simplice A. Asongu & Ndemaze Asongu, 2019. "The Role of Mobile Phones in Governance-Driven Technology Exports in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(2), pages 849-867, June.
    11. Hazwan Haini & Pang Wei Loon, 2022. "Information Communication Technologies, Globalisation and Growth: Evidence from the ASEAN Economies," Economic Papers, The Economic Society of Australia, vol. 41(1), pages 34-53, March.
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    14. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
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    17. Muazu Ibrahim & Yakubu Awudu Sare & Ibrahim Osman Adam, 2021. "An application of frequency domain approach to the causal nexus between information, communication and technology infrastructure and financial development in selected countries in Africa," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 1206-1235, January.
    18. Martha Jiménez García, 2019. "The Impact of Information and Communication Technologies on Economic Growth in Mexico," International Journal of Business and Social Research, LAR Center Press, vol. 9(2), pages 11-22, February.
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    20. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2021. "The ICT, Financial Development, Energy Consumption and Economic Growth Nexus in MENA Countries: Panel CS-ARDL Evidence," GREDEG Working Papers 2021-46, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.

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    More about this item

    Keywords

    ICT diffusion; Financial development; Developing countries; System GMM; Economic growth;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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