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Impact of ICT Infrastructure, Financial Development, and Trade Openness on Economic Growth: New Evidence from Low- and High-Income Countries

Author

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  • Reenu Kumari

    (Meerut Institute of Engineering and Technology)

  • Sunil Kumar Singh

    (Mahatma Gandhi Central University)

Abstract

This study investigates the joint impact of information communications technology (ICT) infrastructure, financial development (FD), and trade openness (TO) on economic growth (EG). This study includes two contrasting countries that differ from each other based on income level and consider the total sample size of 85 countries (including 27 low- and 58 high-income countries) for the period 2000–2019. We framed various hypotheses and then applied the ordinary least square (OLS) regression, fixed effect regression (FER), and generalized method of moments (GMM) method. Our findings are fourfold: (a) the individual effects of ICT (Internet, secure Internet, broadband, and telephone) on EG are positive, excluding only telephone in LIC and excluding broadband in the HICs context; (b) in case of individual effects, the majority of ICT proxies have a positive and significant relationship with EG in LICs and HICs; (c) the joint effect of ICT infrastructure and FD in both samples indicates that FD complements the positive impact of EG; (d) the result of the joint impact of ICT infrastructure, FD, and TO on EG in both countries is contradictory to each other. Thus, the results of joint effect conclude that in the LICs context, the joint effect of ICT infrastructure, FD, and TO positively affects EG, but the results are reversed in the HICs context. Our findings are important for the policy implications, especially in countries with highly required ICT infrastructure.

Suggested Citation

  • Reenu Kumari & Sunil Kumar Singh, 2024. "Impact of ICT Infrastructure, Financial Development, and Trade Openness on Economic Growth: New Evidence from Low- and High-Income Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7069-7098, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01332-7
    DOI: 10.1007/s13132-023-01332-7
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    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. World Bank, 2012. "World Development Indicators 2012," World Bank Publications - Books, The World Bank Group, number 6014.
    7. Anusua Datta & Sumit Agarwal, 2004. "Telecommunications and economic growth: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1649-1654.
    8. 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.
    9. Reenu Kumari & Anil Kumar Sharma, 2017. "Determinants of foreign direct investment in developing countries: a panel data study," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 12(4), pages 658-682, September.
    10. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    11. Bangake, Chrysost & Eggoh, Jude C., 2011. "Further evidence on finance-growth causality: A panel data analysis," Economic Systems, Elsevier, vol. 35(2), pages 176-188, June.
    12. 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.
    13. Antonopoulos, Christos & Sakellaris, Plutarchos, 2009. "The contribution of Information and Communication Technology investments to Greek economic growth: An analytical growth accounting framework," Information Economics and Policy, Elsevier, vol. 21(3), pages 171-191, August.
    14. J. Paul Dunne & Nicholas Masiyandima, 2017. "Bilateral FDI from South Africa and Income Convergence in SADC," African Development Review, African Development Bank, vol. 29(3), pages 403-415, September.
    15. Ngozi Adeleye & Chiamaka Eboagu, 2019. "Evaluation of ICT development and economic growth in Africa," Netnomics, Springer, vol. 20(1), pages 31-53, April.
    16. Habibi, Fateh & Zabardast, Mohamad Amjad, 2020. "Digitalization, education and economic growth: A comparative analysis of Middle East and OECD countries," Technology in Society, Elsevier, vol. 63(C).
    17. 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.
    18. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sara E. Bennett, 2018. "Mobile telephony, economic growth, financial development, foreign direct investment, and imports of ICT goods: the case of the G-20 countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(2), pages 279-310, June.
    19. Monojit Chatterji & Sushil Mohan & Sayantan Ghosh Dastidar, 2014. "Relationship Between Trade Openness And Economic Growth Of India: A Time Series Analysis," Journal of Academic Research in Economics, Spiru Haret University, Faculty of Accounting and Financial Management Constanta, vol. 6(1 (March)), pages 45-69.
    20. Mohammed Ayoub Ledhem & Mohammed Mekidiche, 2021. "Islamic finance and economic growth nexus: an empirical evidence from Southeast Asia using dynamic panel one-step system GMM analysis," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 12(8), pages 1165-1180, August.
    21. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    22. Mohammad Salahuddin & Jeff Gow, 2015. "The relationship between economic growth and remittances in the presence of cross-sectional dependence," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 207-221, January-M.
    23. 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.
    24. Hasbi, Maude & Dubus, Antoine, 2020. "Determinants of mobile broadband use in developing economies: Evidence from Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(5).
    25. Ghosh, Saibal, 2016. "Does mobile telephony spur growth? Evidence from Indian states," Telecommunications Policy, Elsevier, vol. 40(10), pages 1020-1031.
    26. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    27. Donou-Adonsou, Ficawoyi, 2019. "Technology, education, and economic growth in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 43(4), pages 353-360.
    28. Bertschek, Irene & Niebel, Thomas, 2016. "Mobile and more productive? Firm-level evidence on the productivity effects of mobile internet use," Telecommunications Policy, Elsevier, vol. 40(9), pages 888-898.
    29. Shahiduzzaman, Md. & Alam, Khorshed, 2014. "Information technology and its changing roles to economic growth and productivity in Australia," Telecommunications Policy, Elsevier, vol. 38(2), pages 125-135.
    30. Harald Gruber & Pantelis Koutroumpis, 2011. "Mobile telecommunications and the impact on economic development [Discussion of “Why is infrastructure important?” in Alicia H. Munnell, (ed.), Is there a shortfall in public capital investment?]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 387-426.
    31. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, December.
    32. Adom, Philip Kofi & Opoku, Eric Evans Osei & Yan, Isabel Kit-Ming, 2019. "Energy demand–FDI nexus in Africa: Do FDIs induce dichotomous paths?," Energy Economics, Elsevier, vol. 81(C), pages 928-941.
    33. 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.
    34. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    35. repec:oup:ecpoli:v:26:y:2011:i:67:p:387-426 is not listed on IDEAS
    36. 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.
    37. Wang, Qiang & Zhang, Chen & Li, Rongrong, 2022. "Towards carbon neutrality by improving carbon efficiency - A system-GMM dynamic panel analysis for 131 countries’ carbon efficiency," Energy, Elsevier, vol. 258(C).
    38. 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.
    39. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    40. Tasic, Nikola & Valev, Neven, 2010. "The provision of long-term financing in the transition economies," Journal of Comparative Economics, Elsevier, vol. 38(2), pages 160-172, June.
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