IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v14y2023i3d10.1007_s13132-022-00890-6.html
   My bibliography  Save this article

Impact of Information and Communication Technology, Financial Development, and Trade on Economic Growth: Empirical Analysis on N11 Countries

Author

Listed:
  • Agha Amad Nabi

    (Dow University of Health and Sciences)

  • Fayaz Hussain Tunio

    (Dow University of Health and Sciences)

  • Muhammad Azhar

    (Iqra University)

  • Muhammad Shuja Syed

    (Central for China Fiscal Development and School of Finance, Central University of Finance and Economics)

  • Zia Ullah

    (Central for China Fiscal Development and School of Finance, Central University of Finance and Economics)

Abstract

In the modern era of globalization, information and communication technology (ICT) are the main sectors that stimulate economic development. It enables technical developments in global communication, manufacturing techniques, and contributes in the economic growth. Many economic activities, including international trade and foreign direct investment (FDI), primarily depend on various modern ICT approaches. This study aims to analyze the dynamic relationship between FDI, ICT, international trade, and economic growth in the context of N11 countries from 2000 to 2018. The study expanded an innovative ICT index containing fixed telephone lines, handheld wireless access, and internet penetration as relevant media for dispersion. We use the pooled mean group estimator on a dynamic panel (ARDL) model for conducting a robust analysis of the subject matter. We find that ICT expansion has a significant negative effect on economic growth in the long run in N11 countries. In addition, the results suggest that financial development slows down economic growth in the short and long run. Foreign direct investment and trade indicate a positive and significant relationship with economic growth in the long run.

Suggested Citation

  • Agha Amad Nabi & Fayaz Hussain Tunio & Muhammad Azhar & Muhammad Shuja Syed & Zia Ullah, 2023. "Impact of Information and Communication Technology, Financial Development, and Trade on Economic Growth: Empirical Analysis on N11 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 3203-3220, September.
    • Handle: RePEc:spr:jknowl:v:14:y:2023:i:3:d:10.1007_s13132-022-00890-6
    DOI: 10.1007/s13132-022-00890-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-022-00890-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s13132-022-00890-6?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. repec:ebl:ecbull:v:15:y:2008:i:12:p:1-10 is not listed on IDEAS
    2. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    3. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    4. Md. Nurul Kabir Biplob & Papi Halder, 2018. "Financial Sector Development and Economic Growth: Empirical Evidence from Bangladesh," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 8(6), pages 799-814.
    5. Tajudeen Egbetunde & Anthony Enisan Akinlo, 2015. "Financial Globalization and Economic Growth in Sub-Saharan Africa: Evidence from Panel Cointegration Tests," African Development Review, African Development Bank, vol. 27(3), pages 187-198, September.
    6. Erumban, Abdul A. & Das, Deb Kusum, 2016. "Information and communication technology and economic growth in India," Telecommunications Policy, Elsevier, vol. 40(5), pages 412-431.
    7. Markusen, James R. & Venables, Anthony J., 1999. "Foreign direct investment as a catalyst for industrial development," European Economic Review, Elsevier, vol. 43(2), pages 335-356, February.
    8. 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.
    9. 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.
    10. Ceccobelli, M. & Gitto, S. & Mancuso, P., 2012. "ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries," Telecommunications Policy, Elsevier, vol. 36(4), pages 282-292.
    11. Abdulkadir Abdulrashid Rafindadi & Zarinah Yusof, 2014. "An Econometric Estimation and Prediction of the Effects of Nominal Devaluation on Real Devaluation: Does the Marshal-Lerner (M-L) Assumptions Fits in Nigeria?," International Journal of Economics and Financial Issues, Econjournals, vol. 4(4), pages 819-835.
    12. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    13. repec:bla:econom:v:41:y:1974:i:162:p:176-93 is not listed on IDEAS
    14. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Host Country Competition, Labour Skills, and Technology Transfer by Multinationals," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 14, pages 221-231, Palgrave Macmillan.
    15. Cem Işık & Ercan Sirakaya-Turk & Serdar Ongan, 2020. "Testing the efficacy of the economic policy uncertainty index on tourism demand in USMCA: Theory and evidence," Tourism Economics, , vol. 26(8), pages 1344-1357, December.
    16. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2015. "Causal nexus between economic growth, inflation, and stock market development: The case of OECD countries," Global Finance Journal, Elsevier, vol. 27(C), pages 98-111.
    17. Barry P. Bosworth & Susan M. Collins, 1999. "Capital Flows to Developing Economies: Implications for Saving and Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 30(1), pages 143-180.
    18. Ajit Singh, 1999. "Should Africa promote stock market capitalism?," Journal of International Development, John Wiley & Sons, Ltd., vol. 11(3), pages 343-365.
    19. Moradbeigi, Maryam & Law, Siong Hook, 2017. "The role of financial development in the oil-growth nexus," Resources Policy, Elsevier, vol. 53(C), pages 164-172.
    20. Duc Hong Vo & Son Van Huynh & Anh The Vo & Dao Thi-Thieu Ha, 2019. "The Importance of the Financial Derivatives Markets to Economic Development in the World’s Four Major Economies," JRFM, MDPI, vol. 12(1), pages 1-18, February.
    21. Hofman, André & Aravena, Claudio & Aliaga, Vianka, 2016. "Information and communication technologies and their impact in the economic growth of Latin America, 1990–2013," Telecommunications Policy, Elsevier, vol. 40(5), pages 485-501.
    22. Abdulkadir Rafindadi & Zarinah Yusof, 2015. "Do the dynamics of financial development spur economic growth in Nigeria’s contemporal growth struggle? A fact beyond the figures," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 365-384, January.
    23. Adeniyi, Oluwatosin & Oyinlola, Abimbola & Omisakin, Olusegun & Egwaikhide, Festus O., 2015. "Financial development and economic growth in Nigeria: Evidence from threshold modelling," Economic Analysis and Policy, Elsevier, vol. 47(C), pages 11-21.
    24. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    25. Wu Jyun-Yi & Hsu Chih-Chiang, 2008. "Does Foreign Direct Investment Promote Economic Growth? Evidence from a Threshold Regression Analysis," Economics Bulletin, AccessEcon, vol. 15(12), pages 1-10.
    26. 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.
    27. Aviral Kumar Tiwari & Mihai Mutascu, 2011. "Economic Growth and FDI in Asia: A Panel-Data Approach," Economic Analysis and Policy, Elsevier, vol. 41(2), pages 173-187, September.
    28. Evelyn Wamboye & Kiril Tochkov & Bruno S Sergi, 2015. "Technology Adoption and Growth in sub-Saharan African Countries," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 57(1), pages 136-167, March.
    29. Maryam Farhadi & Rahmah Ismail & Masood Fooladi, 2012. "Information and Communication Technology Use and Economic Growth," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-7, November.
    30. Osabuohien Evans S.C, 2008. "Ict And Nigerian Banks Reforms: Analysis Of Anticipated Impacts In Selected Banks," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 2(2), pages 67-76.
    31. Abdulkadir Abdulrashid Rafindadi & Almustapha A Aliyu, 2017. "Growing the Growth of the Ghanaian Economy: Is the Function of the Countrys Financial Development of Any Significance?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(2), pages 206-221.
    32. Edwin Mansfield & Anthony Romeo, 1980. "Technology Transfer to Overseas Subsidiaries by U. S.-Based Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(4), pages 737-750.
    33. Uddin, Gazi Salah & Sjö, Bo & Shahbaz, Muhammad, 2013. "The causal nexus between financial development and economic growth in Kenya," Economic Modelling, Elsevier, vol. 35(C), pages 701-707.
    34. Abdulkadir Abdulrashid Rafindadi & Almustapha A Aliyu, 2017. "Growing the Growth of the Ghanaian Economy: Is the Function of the Countrys Financial Development of Any Significance?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(2), pages 206-221, February.
    35. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    36. Cem Işık, 2013. "The Importance of Creating a Competitive Advantage and Investing in Information Technology for Modern Economies: an ARDL Test Approach from Turkey," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 4(4), pages 387-405, December.
    37. Tolina Fufa & Jaebeom Kim, 2018. "Financial development, economic growth and convergence clubs," Applied Economics, Taylor & Francis Journals, vol. 50(60), pages 6512-6528, December.
    38. Reinhart, Carmen, 1999. "Capital flows to developing economies: Implications for saving, investment, and growth (a comment)," MPRA Paper 13204, University Library of Munich, Germany.
    39. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    40. Ruiz, Jose L., 2018. "Financial development, institutional investors, and economic growth," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 218-224.
    41. Katerina Lyroudi & John Papanastasiou & Athanasios Vamvakidis, 2004. "Foreign Direct Investment And Economic Growth In Transition Economies," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 2(1), pages 97-110.
    42. Selim Yildirim & Bilge Kagan zdemir & Burhan Dogan, 2013. "Financial Development and Economic Growth Nexus in Emerging European Economies: New Evidence from Asymmetric Causality," International Journal of Economics and Financial Issues, Econjournals, vol. 3(3), pages 710-722.
    43. Kumar, Ronald Ravinesh & Stauvermann, Peter Josef & Samitas, Aristeidis, 2016. "The effects of ICT⁎ on output per worker: A study of the Chinese economy," Telecommunications Policy, Elsevier, vol. 40(2), pages 102-115.
    44. 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.
    45. Omran Mohammed & Bolbol Ali, 2003. "Foreign Direct Investment, Financial Development, and Economic Growth: Evidence from the Arab Countries," Review of Middle East Economics and Finance, De Gruyter, vol. 1(3), pages 37-55, December.
    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. Fayaz Hussain Tunio & Agha Amad Nabi & Rafique Ur Rehman Memon & Tayyab Raza Fraz & Daniela Haluza, 2025. "Sustainability in High-Income Countries: Urbanization, Renewables, and Ecological Footprints," Energies, MDPI, vol. 18(7), pages 1-22, March.

    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. Ahmed S. Alimi & Idris A. Adediran, 2020. "ICT diffusion and the finance–growth nexus: a panel analysis on ECOWAS countries," Future Business Journal, Springer, vol. 6(1), pages 1-10, December.
    2. Trang Thi-Huyen Dinh & Duc Hong Vo & Anh The Vo & Thang Cong Nguyen, 2019. "Foreign Direct Investment and Economic Growth in the Short Run and Long Run: Empirical Evidence from Developing Countries," JRFM, MDPI, vol. 12(4), pages 1-11, November.
    3. 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.
    4. Kallal, Rahim & Haddaji, Abir & Ftiti, Zied, 2021. "ICT diffusion and economic growth: Evidence from the sectorial analysis of a periphery country," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    5. Kashif Iqbal & Muddassar Sarfraz & Khurshid, 2023. "Exploring the role of information communication technology, trade, and foreign direct investment to promote sustainable economic growth: Evidence from Belt and Road Initiative economies," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1526-1535, June.
    6. Sawng, Yeong-wha & Kim, Pang-ryong & Park, JiYoung, 2021. "ICT investment and GDP growth: Causality analysis for the case of Korea," Telecommunications Policy, Elsevier, vol. 45(7).
    7. Martha Jiménez García, 2019. "The Impact of Information and Communication Technologies on Economic Growth in Mexico," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 9(2), pages 11-22, February.
    8. 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.
    9. Amar Anwar & Ichiro Iwasaki, 2023. "The finance–growth nexus in the Middle East and Africa: A comparative meta‐analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 4655-4683, October.
    10. 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).
    11. Jaydeep Mukherjee & Debashis Chakraborty & Tanaya Sinha, 2013. "How has FDI influenced Current Account Balance In India? Time Series Results in presence of Endogenous Structural Breaks," Working Papers 1317, Indian Institute of Foreign Trade.
    12. Charles Shaaba Saba & Nicholas Ngepah & Nicholas M. Odhiambo, 2024. "Information and Communication Technology (ICT), Growth and Development in Developing Regions: Evidence from a Comparative Analysis and a New Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14700-14748, September.
    13. Ekundayo Peter Mesagan & Xuan Vinh Vo & Precious Muhammed Emmanuel, 2023. "The technological role in the growth-enhancing financial development: evidence from African nations," Economic Change and Restructuring, Springer, vol. 56(1), pages 657-680, February.
    14. 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.
    15. Elena Toader & Bogdan Narcis Firtescu & Angela Roman & Sorin Gabriel Anton, 2018. "Impact of Information and Communication Technology Infrastructure on Economic Growth: An Empirical Assessment for the EU Countries," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    16. Bakari, Sayef & Tiba, Sofien, 2020. "The Impact of Internet on Economic Growth in North Africa: New empirical and policy analysis," MPRA Paper 100609, University Library of Munich, Germany.
    17. 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).
    18. Habib Ur Rahman & Ghulam Ali & Umer Zaman & Carlo Pugnetti, 2021. "Role of ICT Investment and Diffusion in the Economic Growth: A Threshold Approach for the Empirical Evidence from Pakistan," IJFS, MDPI, vol. 9(1), pages 1-14, March.
    19. Maria Cipollina & Giorgia Giovannetti & Filomena Pietrovito & Alberto F. Pozzolo, 2012. "FDI and Growth: What Cross-country Industry Data Say," The World Economy, Wiley Blackwell, vol. 35(11), pages 1599-1629, November.
    20. repec:ipg:wpaper:2014-542 is not listed on IDEAS
    21. Kugler, Maurice, 2006. "Spillovers from foreign direct investment: Within or between industries?," Journal of Development Economics, Elsevier, vol. 80(2), pages 444-477, August.

    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:spr:jknowl:v:14:y:2023:i:3:d:10.1007_s13132-022-00890-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.