IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v47y2023i4s0308596123000010.html
   My bibliography  Save this article

ICT interaction with trade, FDI and financial inclusion on inclusive growth in top African nations ranked by ICT development

Author

Listed:
  • Wang, Wencheng
  • Ning, Zinan
  • Shu, Yang
  • Riti, Miriam-Kamah J.
  • Riti, Joshua Sunday

Abstract

The significance of ICT (information and communication technology) framework in efforts to attract foreign investment (FDI), sustain commerce, and boost financial inclusion for enhanced inclusive growth has revolutionized the global system recently. Furthermore, earlier researches on the connection between ICT and growth concentrated more on general expansion than on the kind of growth that is evenly distributed and has broader societal implications than merely growing the size of the overall economic pie. This study critically analyzes the connection between ICT diffusion and inclusive growth, considering the interactive impacts of trade openness, FDI, and financial inclusion on inclusive growth in top African nations ranked in terms of ICT development, so as to close the existing literature gap. An improved-GMM (generalized method of moments) technique, founded on panel data-set spanning the years 2000–2020, is used in the study. By employing PCA (principal component analysis) to measure inclusive growth, ICT diffusion, and financial inclusion indices, the study contributes to the body of prior research. The model also accounts for the heterogeneous impact of the interactive term between ICT diffusions and trade openness, FDI, and financial inclusion on inclusive growth. Overall, results indicate that while ICT diffusion, trade openness, FDI, and financial inclusion significantly and positively enhance inclusive growth at both the individual and interaction levels, inflation hinders it. The study suggests that policymakers should establish measures to advance ICT development, encourage trade openness, attract foreign direct investment, and improve financial inclusion because these measures have tendencies to support inclusive growth by opening up a number of opportunities.

Suggested Citation

  • Wang, Wencheng & Ning, Zinan & Shu, Yang & Riti, Miriam-Kamah J. & Riti, Joshua Sunday, 2023. "ICT interaction with trade, FDI and financial inclusion on inclusive growth in top African nations ranked by ICT development," Telecommunications Policy, Elsevier, vol. 47(4).
    • Handle: RePEc:eee:telpol:v:47:y:2023:i:4:s0308596123000010
    DOI: 10.1016/j.telpol.2023.102490
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308596123000010
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.telpol.2023.102490?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Hussain, Ammar & Batool, Irem & Akbar, Minhas & Nazir, Marina, 2021. "Is ICT an enduring driver of economic growth? Evidence from South Asian economies," Telecommunications Policy, Elsevier, vol. 45(8).
    3. Tony Addison & Almas Heshmati, 2003. "The New Global Determinants of FDI Flows to Developing Countries: The Importance of ICT and Democratization," WIDER Working Paper Series DP2003-45, World Institute for Development Economic Research (UNU-WIDER).
    4. Montfort Mlachila & René Tapsoba & Sampawende J. A. Tapsoba, 2017. "A Quality of Growth Index for Developing Countries: A Proposal," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 675-710, November.
    5. Hasan Güngör & Salih Turan Katircioglu & Mehmet Mercan, 2014. "Revisiting the nexus between financial development, FDI, and growth: New evidence from second generation econometric procedures in the Turkish context," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 64(1), pages 73-89, March.
    6. de Mello, Luiz R, Jr, 1999. "Foreign Direct Investment-Led Growth: Evidence from Time Series and Panel Data," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 133-151, January.
    7. Muneza Munir & Ambreen Fatima, 2020. "Financing Inclusive Growth through FDI: Incorporating the Role of Institutional Quality," Global Economics Review, Humanity Only, vol. 5(2), pages 29-46, June.
    8. 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.
    9. Faqin Lin, 2015. "Estimating the effect of the Internet on international trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(3), pages 409-428, April.
    10. Roghieh Gholami & Sang‐Yong Tom Lee & Almas Heshmati, 2006. "The Causal Relationship Between Information and Communication Technology and Foreign Direct Investment," The World Economy, Wiley Blackwell, vol. 29(1), pages 43-62, January.
    11. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R. & Bele, Samadhan K., 2014. "Economic growth and the development of telecommunications infrastructure in the G-20 countries: A panel-VAR approach," Telecommunications Policy, Elsevier, vol. 38(7), pages 634-649.
    12. Aart Kraay, 2004. "When is Growth Pro-Poor? Cross-Country Evidence," IMF Working Papers 2004/047, International Monetary Fund.
    13. Yaya Keho, 2017. "The impact of trade openness on economic growth: The case of Cote d’Ivoire," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1332820-133, January.
    14. Luo, Yadong & Bu, Juan, 2016. "How valuable is information and communication technology? A study of emerging economy enterprises," Journal of World Business, Elsevier, vol. 51(2), pages 200-211.
    15. Rahul Anand & Mr. Saurabh Mishra & Mr. Shanaka J Peiris, 2013. "Inclusive Growth: Measurement and Determinants," IMF Working Papers 2013/135, International Monetary Fund.
    16. K. J. Joseph, 2002. "Growth of ICT and ICT for Development: Realities of the Myths of the Indian Experience," WIDER Working Paper Series DP2002-78, World Institute for Development Economic Research (UNU-WIDER).
    17. Rohman, Ibrahim Kholilul, 2013. "The globalization and stagnation of the ICT sectors in European countries: An input-output analysis," Telecommunications Policy, Elsevier, vol. 37(4), pages 387-399.
    18. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    19. Dirk Pilat & Franck Lee, 2001. "Productivity Growth in ICT-producing and ICT-using Industries: A Source of Growth Differentials in the OECD?," OECD Science, Technology and Industry Working Papers 2001/4, OECD Publishing.
    20. Sebastian Kripfganz, 2019. "Generalized method of moments estimation of linear dynamic panel-data models," London Stata Conference 2019 17, Stata Users Group.
    21. Farid Shirazi & Roya Gholami & Dolores Añón Higón, 2010. "Do Foreign Direct Investment (FDI) and Trade Openness Explain the Disparity in ICT Diffusion between Asia-Pacific and the Islamic Middle Eastern Countries?," Journal of Global Information Management (JGIM), IGI Global, vol. 18(3), pages 59-81, July.
    22. Walid Hejazi & A Edward Safarian, 1999. "Trade, Foreign Direct Investment, and R&D Spillovers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(3), pages 491-511, September.
    23. Hazwan Haini, 2019. "Internet penetration, human capital and economic growth in the ASEAN economies: evidence from a translog production function," Applied Economics Letters, Taylor & Francis Journals, vol. 26(21), pages 1774-1778, December.
    24. Zhang, Huiying & Yang, Xiaohui, 2016. "Trade-related aspects of intellectual property rights agreements and the upsurge in foreign direct investment in developing countries," Economic Analysis and Policy, Elsevier, vol. 50(C), pages 91-99.
    25. Usha Nair‐Reichert & Diana Weinhold, 2001. "Causality Tests for Cross‐Country Panels: a New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-171, May.
    26. Ofori, Isaac K. & Asongu, Simplice, 2021. "ICT Diffusion, Foreign Direct Investment and Inclusive Growth in Sub-Saharan Africa," MPRA Paper 110599, University Library of Munich, Germany.
    27. Matti Pohjola, 2002. "The New Economy in Growth and Development," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 380-396.
    28. Hian Teck HOON & Frank S T Hsiao & Mei-Chu Wang Hsiao, 2020. "FDI, Exports, and GDP in East and Southeast Asia — Panel Data versus Time-Series Causality Analyses," World Scientific Book Chapters, in: Development Strategies of Open Economies Cases from Emerging East and Southeast Asia, chapter 4, pages 81-129, World Scientific Publishing Co. Pte. Ltd..
    29. Joseph E. Stiglitz & Justin Yifu Lin (ed.), 2013. "The Industrial Policy Revolution I," International Economic Association Series, Palgrave Macmillan, number 978-1-137-33517-3, December.
    30. 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.
    31. Yinghui Chen & Xiaolin Gong & Chien-Chi Chu & Yang Cao, 2018. "Access to the Internet and Access to Finance: Theory and Evidence," Sustainability, MDPI, vol. 10(7), pages 1-38, July.
    32. Kraay, Aart, 2004. "When is growth pro-poor? Cross-country evidence," Policy Research Working Paper Series 3225, The World Bank.
    33. Andreas Pyka & Esben Andersen, 2012. "Introduction: long term economic development – demand, finance, organization, policy and innovation in a Schumpeterian perspective," Journal of Evolutionary Economics, Springer, vol. 22(4), pages 621-625, September.
    34. repec:bla:obuest:v:63:y:2001:i:2:p:153-71 is not listed on IDEAS
    35. Mei Ling Wang & Chang Hwan Choi, 2019. "How information and communication technology affect international trade: a comparative analysis of BRICS countries," Information Technology for Development, Taylor & Francis Journals, vol. 25(3), pages 455-474, July.
    36. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    37. World Bank, 2002. "Information and Communication Technologies : A World Bank Group Strategy," World Bank Publications - Books, The World Bank Group, number 15243.
    38. Caroline Freund & Diana Weinhold, 2002. "The Internet and International Trade in Services," American Economic Review, American Economic Association, vol. 92(2), pages 236-240, May.
    39. Menyah, Kojo & Nazlioglu, Saban & Wolde-Rufael, Yemane, 2014. "Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach," Economic Modelling, Elsevier, vol. 37(C), pages 386-394.
    40. Hsiao, Frank S.T. & Hsiao, Mei-Chu W., 2006. "FDI, exports, and GDP in East and Southeast Asia--Panel data versus time-series causality analyses," Journal of Asian Economics, Elsevier, vol. 17(6), pages 1082-1106, December.
    41. Tajul Ariffin Masron, 2017. "Relative institutional quality and FDI inflows in ASEAN countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(1), pages 115-137, January.
    42. Kwabena Twerefou, Daniel & Danso-Mensah, Kwadwo & Bokpin, Godfred A., 2017. "The environmental effects of economic growth and globalization in Sub-Saharan Africa: A panel general method of moments approach," Research in International Business and Finance, Elsevier, vol. 42(C), pages 939-949.
    43. Bruce Greenwald & Joseph E. Stiglitz, 2013. "Industrial Policies, the Creation of a Learning Society, and Economic Development," International Economic Association Series, in: Joseph E. Stiglitz & Justin Yifu Lin (ed.), The Industrial Policy Revolution I, chapter 1, pages 43-71, Palgrave Macmillan.
    44. Fan, Weiyang & Hao, Yu, 2020. "An empirical research on the relationship amongst renewable energy consumption, economic growth and foreign direct investment in China," Renewable Energy, Elsevier, vol. 146(C), pages 598-609.
    45. Raéf Bahrini & Alaa A. Qaffas, 2019. "Impact of Information and Communication Technology on Economic Growth: Evidence from Developing Countries," Economies, MDPI, vol. 7(1), pages 1-13, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ofori, Isaac K. & Freytag, Andreas & Asongu, Simplice A., 2024. "Economic globalisation and Africa's quest for greener and more inclusive growth: The missing link," International Economics, Elsevier, vol. 178(C).
    2. Ben Cheikh, Nidhaleddine & Rault, Christophe, 2024. "Financial inclusion and threshold effects in carbon emissions," Energy Policy, Elsevier, vol. 192(C).
    3. Mwananziche, Josephat & Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus & Moshi, Goodiel, 2023. "Is digitalization a booster for economic growth in Africa? Short run and long run evidence from Tanzania," Telecommunications Policy, Elsevier, vol. 47(10).
    4. Jose Aurazo & Farid Gasmi, 2024. "Financial inclusion transitions in Peru: does labor informality play a role?," BIS Working Papers 1200, Bank for International Settlements.
    5. Isaac K. Ofori & Andreas Freytag & Simplice A. Asongu, 2023. "Economic globalisation and Africa’s quest for greener and more inclusive growth: The missing link," Working Papers 23/032, European Xtramile Centre of African Studies (EXCAS).
    6. Mugabil Isayev, 2024. "Unraveling the interplay of financial inclusion, stability, and shadow banking in emerging markets," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-17, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Madhabendra Sinha & Partha Pratim Sengupta, 2022. "FDI Inflow, ICT Expansion and Economic Growth: An Empirical Study on Asia-Pacific Developing Countries," Global Business Review, International Management Institute, vol. 23(3), pages 804-821, June.
    2. Awad, Atif & Albaity, Mohamed, 2022. "ICT and economic growth in Sub-Saharan Africa: Transmission channels and effects," Telecommunications Policy, Elsevier, vol. 46(8).
    3. Adedoyin, Festus Fatai & Bekun, Festus Victor & Driha, Oana M. & Balsalobre-Lorente, Daniel, 2020. "The effects of air transportation, energy, ICT and FDI on economic growth in the industry 4.0 era: Evidence from the United States," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    4. Gibogwe, Vincent & Nigo, Ayine R.S. & Kufuor, Karen, 2022. "Foreign direct investment and economic growth in Tanzania," MPRA Paper 115028, University Library of Munich, Germany, revised 20 Oct 2022.
    5. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," MPRA Paper 115379, University Library of Munich, Germany, revised 09 Nov 2022.
    6. Lahimer, Noomen, 2009. "La contribution des investissements directs étrangers à la réduction de la pauvreté en Afrique subsaharienne," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/1167 edited by Goaied, Mohamed & Bienaymé, Alain.
    7. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2023. "Foreign direct investment and inclusive green growth in Africa: Energy efficiency contingencies and thresholds," Energy Economics, Elsevier, vol. 117(C).
    8. 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.
    9. Gibogwe, Vincent & Nigo, Ayine & Kufuor, Karen, 2022. "FDI and economic growth in SADC region," MPRA Paper 115029, University Library of Munich, Germany, revised 29 Sep 2022.
    10. Isaac K. Ofori & Emmanuel Y. Gbolonyo & Nathanael Ojong, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," Working Papers of the African Governance and Development Institute. 22/089, African Governance and Development Institute..
    11. Mounir Belloumi & Kamel Touati, 2022. "Do FDI Inflows and ICT Affect Economic Growth? An Evidence from Arab Countries," Sustainability, MDPI, vol. 14(10), pages 1-21, May.
    12. Simplice Asongu & Jacinta Nwachukwu, 2016. "Welfare Spending and Quality of Growth in Developing Countries: A Note on Evidence from Hopefuls, Contenders and Best Performers," Working Papers of the African Governance and Development Institute. 16/028, African Governance and Development Institute..
    13. Ronald Kumar, 2014. "Exploring the role of technology, tourism and financial development: an empirical study of Vietnam," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2881-2898, September.
    14. Simplice A. Asongu & Oasis Kodila-Tedika, 2015. "On the Empirics of Institutions and Quality of Growth: Evidence for Developing Countries," Research Africa Network Working Papers 15/041, Research Africa Network (RAN).
    15. Taguchi, Hiroyuki, 2019. "Economic effects of inward foreign direct investment in Vietnamese provinces," MPRA Paper 92032, University Library of Munich, Germany.
    16. Simplice Asongu & Rangan Gupta, 2016. "Trust and quality of growth: a note," Economics Bulletin, AccessEcon, vol. 36(3), pages 1854-1867.
    17. Amponsah, Mary & Agbola, Frank W. & Mahmood, Amir, 2021. "The impact of informality on inclusive growth in Sub-Saharan Africa: Does financial inclusion matter?," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1259-1286.
    18. Hazwan Haini, 2020. "Examining the relationship between finance, institutions and economic growth: evidence from the ASEAN economies," Economic Change and Restructuring, Springer, vol. 53(4), pages 519-542, November.
    19. Ofori, Isaac K & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2022. "Foreign Direct Investment and Inclusive Green Growth in Africa: Energy Efficiency Contingencies and Thresholds," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-58.
    20. Zaman, Khalid & Khilji, Bashir Ahmad, 2013. "The relationship between growth and poverty in forecasting framework: Pakistan's future in the year 2035," Economic Modelling, Elsevier, vol. 30(C), pages 468-491.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:telpol:v:47:y:2023:i:4:s0308596123000010. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30471/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.