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The financial access, ICT trade balance and dark and bright sides of digitalization nexus in OECD countries

Author

Listed:
  • Mansour Naser Alraja

    (Dhofar University
    Northumbria University)

  • Faris Alshubiri

    (Dhofar University)

  • Basel M. Khashab

    (Northumbria University)

  • Mahmood Shah

    (Northumbria University)

Abstract

The information and communication technology (ICT) of trade balance is one of the main facilitators of any business sustainability. As ICT and financial inclusion eases access to knowledge and enhances significantly developing several human skills and competencies, its impact in industrial sectors has mainly recognized as positive. But digitalization as well arguable comes with some other challenges, while disruptive digital innovations exerted on different industries and economies. In this spirit, this study aims to measure the impact of financial access and the information and communication technology (ICT) trade balance on the dark and bright sides of digitalization. Data has been collected from 31 countries of Organisation for Economic Co-operation and Development (OECD) for the period of 2008–2019. Technological growth, technological innovation, technological performance risk and ethical proxies were used to examine the dark and bright sides of digitalization. The main findings were consistent and confirmed by the estimated panel least squares, fixed and random effects, feasible generalized least squares and system generalized method of moments (S-GMM) estimators. Financial access has found to have a significant negative impact on the digitalization proxies reflecting the dark side of digitalization in all estimators. Whereas, the ICT trade balance has found to have a significant positive impact on digitalization proxies reflecting the bright side of digitalization in most estimators. These results contribute to the policy debate on the importance of digital finance models and ICT exports awareness when promoting the bright side of digitalization. Furthermore, policy makers should monitor and update information that is disclosed digitally as the results of this study extended support the creative destruction theory which implicitly included economic innovation and the business cycle theories.

Suggested Citation

  • Mansour Naser Alraja & Faris Alshubiri & Basel M. Khashab & Mahmood Shah, 2023. "The financial access, ICT trade balance and dark and bright sides of digitalization nexus in OECD countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 13(2), pages 177-209, June.
  • Handle: RePEc:spr:eurase:v:13:y:2023:i:2:d:10.1007_s40822-023-00228-w
    DOI: 10.1007/s40822-023-00228-w
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    as
    1. Asongu, Simplice A. & Orim, Stella-Maris I. & Nting, Rexon T., 2019. "Inequality, information technology and inclusive education in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 380-389.
    2. Simplice A. Asongu & Nicholas M. Odhiambo, 2018. "ICT, Financial Access and Gender Inclusion in the Formal Economic Sector: Evidence from Africa," The African Finance Journal, Africagrowth Institute, vol. 20(2), pages 45-65.
    3. André Lorentz & Tommaso Ciarli & Maria Savona & Marco Valente, 2016. "The effect of demand-driven structural transformations on growth and technological change," Journal of Evolutionary Economics, Springer, vol. 26(1), pages 219-246, March.
    4. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    5. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    6. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    7. Phuc Nguyen, Canh & Dinh Su, Thanh & Doytch, Nadia, 2020. "The drivers of financial development: Global evidence from internet and mobile usage," Information Economics and Policy, Elsevier, vol. 53(C).
    8. Rudra P. Pradhan & Mak B. Arvin & Neville R. Norman & Sara E. Bennett, 2016. "Financial depth, internet penetration rates and economic growth: country-panel evidence," Applied Economics, Taylor & Francis Journals, vol. 48(4), pages 331-343, January.
    9. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    10. Yann Balgobin & Antoine Dubus, 2022. "Mobile Phones, Mobile Internet, and Employment in Uganda," Working Papers hal-03617001, HAL.
    11. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2021. "Determinants of digitalization and digital divide in Sub-Saharan African economies: A spatial Durbin analysis," Telecommunications Policy, Elsevier, vol. 45(10).
    12. T. S. Ragu-Nathan & Monideepa Tarafdar & Bhanu S. Ragu-Nathan & Qiang Tu, 2008. "The Consequences of Technostress for End Users in Organizations: Conceptual Development and Empirical Validation," Information Systems Research, INFORMS, vol. 19(4), pages 417-433, December.
    13. 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.
    14. Joachim Wagner, 2019. "Access to Finance and Exports – Comparable Evidence for Small and Medium Enterprises from Industry and Services in 25 European Countries," Open Economies Review, Springer, vol. 30(4), pages 739-757, September.
    15. Kallal, Sami & Guetat, Imène, 2020. "Fiscal stance, election year and 2007 crisis, evidence from OECD countries (1980–2017)," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    16. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    17. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    18. Joseph Francois & Bernard Hoekman, 2010. "Services Trade and Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 642-692, September.
    19. 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.
    20. Boikos, Spyridon, 2020. "Capital utilization, obsolescence and technological progress," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    21. Mignamissi, Dieudonné & Djijo T., Audrey J., 2021. "Digital divide and financial development in Africa," Telecommunications Policy, Elsevier, vol. 45(9).
    22. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    23. Pradhan, Rudra P. & Arvin, Mak B. & Hall, John H., 2016. "Economic growth, development of telecommunications infrastructure, and financial development in Asia, 1991–2012," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 25-38.
    24. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    25. Rudra P. Pradhan & Mak B. Arvin & Mahendhiran Nair & Sara E. Bennett, 2020. "Sustainable economic growth in the European Union: The role of ICT, venture capital, and innovation," Review of Financial Economics, John Wiley & Sons, vol. 38(1), pages 34-62, January.
    26. Shubin Yang & Chris Milner & Sandra Lancheros & Saileshsingh Gunessee, 2020. "Access to Finance, Technology Investments and Exporting Decisions of Indian Services Firms," Open Economies Review, Springer, vol. 31(5), pages 1009-1036, November.
    27. Yoshino, Naoyuki & Morgan, Peter J., 2016. "Overview of Financial Inclusion, Regulation, and Education," ADBI Working Papers 591, Asian Development Bank Institute.
    28. Cabral, Luís, 2021. "Merger policy in digital industries," Information Economics and Policy, Elsevier, vol. 54(C).
    29. Lakka, Spyridoula & Michalakelis, Christos & Varoutas, Dimitris & Martakos, Draculis, 2012. "Exploring the determinants of the OSS market potential: The case of the Apache web server," Telecommunications Policy, Elsevier, vol. 36(1), pages 51-68.
    30. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    31. M. Lynne Markus & Kevin Mentzer, 2014. "Foresight for a responsible future with ICT," Information Systems Frontiers, Springer, vol. 16(3), pages 353-368, July.
    32. Xuelin Li & Andrew W. Lo & Richard T. Thakor, 2021. "Paying off the Competition: Contracting, Market Power, and Innovation Incentives," NBER Working Papers 28964, National Bureau of Economic Research, Inc.
    33. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    34. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    35. Gabriele Tedeschi & Stefania Vitali & Mauro Gallegati, 2014. "The dynamic of innovation networks: a switching model on technological change," Journal of Evolutionary Economics, Springer, vol. 24(4), pages 817-834, September.
    36. Isabel Almudi & Francisco Fatas-Villafranca & Luis Izquierdo, 2013. "Industry dynamics, technological regimes and the role of demand," Journal of Evolutionary Economics, Springer, vol. 23(5), pages 1073-1098, November.
    37. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    38. Silber, William L, 1983. "The Process of Financial Innovation," American Economic Review, American Economic Association, vol. 73(2), pages 89-95, May.
    39. Rudra P. Pradhan & Pragyan P. Sahoo, 2021. "Are there links between financial inclusion, mobile telephony, and economic growth? Evidence from Indian states," Applied Economics Letters, Taylor & Francis Journals, vol. 28(4), pages 310-314, February.
    40. Moosavi Mohseni, Reza & Cao, Jiling, 2020. "Monetary policy and financial economic growth," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    41. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).
    42. Balgobin, Yann & Dubus, Antoine, 2022. "Mobile phones, mobile Internet, and employment in Uganda," Telecommunications Policy, Elsevier, vol. 46(5).
    43. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    44. Fabling, Richard & Grimes, Arthur, 2021. "Picking up speed: Does ultrafast broadband increase firm productivity?," Information Economics and Policy, Elsevier, vol. 57(C).
    45. Harris, J.K. & Moreland-Russell, S. & Tabak, R.G. & Ruhr, L.R., 2014. "Communication about childhood obesity on twitter," American Journal of Public Health, American Public Health Association, vol. 104(7), pages 62-69.
    46. Waheed, Farah & Abdul Rashid,, 2021. "Credit frictions, fiscal imbalances, monetary policy autonomy, and monetary policy rules," The Journal of Economic Asymmetries, Elsevier, vol. 23(C).
    47. 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.
    48. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
    49. Christine Ngoc Ngo & Charles R. McCann, 2019. "Rethinking rent seeking for technological change and development," Journal of Evolutionary Economics, Springer, vol. 29(2), pages 721-740, April.
    50. Thorsten Beck & Lemma Senbet & Witness Simbanegavi, 2015. "Financial Inclusion and Innovation in Africa: An Overview," Journal of African Economies, Centre for the Study of African Economies, vol. 24(suppl_1), pages 3-11.
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    More about this item

    Keywords

    Financial access; ICT trade balance; Dark and bright sides of digitalization; Standard neo-classical growth theory; Theory of product life cycle; Diffusion of innovations theory; Theory of creative destruction; Theory of financial innovations;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • O35 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Social Innovation

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