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ICTs quality and technical efficiency: An empirical analysis

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  • Ndubuisi, Gideon
  • Otioma, Chuks
  • Owusu, Solomon
  • Tetteh, Godsway Korku

Abstract

In 1987, Robert M. Solow hinted at the computer age and productivity statistics puzzle. While this puzzle persisted for many years, a growing literature has picked it up to examine the effect of ICTs on technical efficiency. However, this literature has focused mainly on quantity-based ICTs measures, which have come under severe criticism in recent times. We advance this literature in this paper by shifting the focus of analysis to quality-based ICTs measures; in this case, Internet quality. We also extend the literature by examining how the envisaged relationship between ICTs quality and technical efficiency is conditioned by a country's unique attributes. Our results show a significantly positive effect of ICTs quality on technical efficiency. We also find that the technical efficiency gains associated with ICTs quality are higher in skill-abundant countries, countries that engage more intensively in cross-border trade, have stronger contracting institutions, and are endowed with well-functioning and well-developed financial markets that ensure greater efficiency of capital allocation. We find a network effect in the nexus between ICTs quality and technical efficiency. That is, the marginal effect of ICTs quality on technical efficiency increases as the number of Internet users expands. We discuss the policy implications of our findings.

Suggested Citation

  • Ndubuisi, Gideon & Otioma, Chuks & Owusu, Solomon & Tetteh, Godsway Korku, 2022. "ICTs quality and technical efficiency: An empirical analysis," Telecommunications Policy, Elsevier, vol. 46(10).
  • Handle: RePEc:eee:telpol:v:46:y:2022:i:10:s0308596122001410
    DOI: 10.1016/j.telpol.2022.102439
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    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Thompson, Herbert Jr. & Garbacz, Christopher, 2007. "Mobile, fixed line and Internet service effects on global productive efficiency," Information Economics and Policy, Elsevier, vol. 19(2), pages 189-214, June.
    3. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    4. Oleg Badunenko & Pavlo Mozharovskyi, 2016. "Nonparametric frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 550-589, September.
    5. Ang, James B., 2011. "Financial development, liberalization and technological deepening," European Economic Review, Elsevier, vol. 55(5), pages 688-701, June.
    6. Andrea Morrison & Carlo Pietrobelli & Roberta Rabellotti, 2008. "Global Value Chains and Technological Capabilities: A Framework to Study Learning and Innovation in Developing Countries," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 39-58.
    7. 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.
    8. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    9. Anthony J. Venables, 2016. "Using Natural Resources for Development: Why Has It Proven So Difficult?," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 161-184, Winter.
    10. Stephan Klasen & Thorsten Nestmann, 2006. "Population, population density and technological change," Journal of Population Economics, Springer;European Society for Population Economics, vol. 19(3), pages 611-626, July.
    11. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    12. Falvey, Rod & Foster, Neil & Greenaway, David, 2004. "Imports, exports, knowledge spillovers and growth," Economics Letters, Elsevier, vol. 85(2), pages 209-213, November.
    13. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    14. Alexandre Repkine, 2008. "Ict Penetration And Aggregate Production Efficiency: Empirical Evidence For A Cross-Section Of Fifty Countries," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 3(2(4)_Summ).
    15. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    16. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    17. Cette, Gilbert & Mairesse, Jacques & Kocoglu, Yusuf, 2005. "ICT diffusion and potential output growth," Economics Letters, Elsevier, vol. 87(2), pages 231-234, May.
    18. Abeliansky, Ana L. & Hilbert, Martin, 2017. "Digital technology and international trade: Is it the quantity of subscriptions or the quality of data speed that matters?," Telecommunications Policy, Elsevier, vol. 41(1), pages 35-48.
    19. Maty Konte, 2013. "A curse or a blessing? Natural resources in a multiple growth regimes analysis," Applied Economics, Taylor & Francis Journals, vol. 45(26), pages 3760-3769, September.
    20. Concetta Castiglione, 2012. "Technical efficiency and ICT investment in Italian manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 44(14), pages 1749-1763, May.
    21. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    22. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    23. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    24. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    25. Fung, Michael K., 2009. "Financial development and economic growth: Convergence or divergence?," Journal of International Money and Finance, Elsevier, vol. 28(1), pages 56-67, February.
    26. 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.
    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. Abeliansky, Ana Lucia & Barbero, Javier & Rodriguez-Crespo, Ernesto, 2021. "ICTs quality and quantity and the margins of trade," Telecommunications Policy, Elsevier, vol. 45(1).
    29. Lee C. Adkins & Ronald L. Moomaw & Andreas Savvides, 2002. "Institutions, Freedom, and Technical Efficiency," Southern Economic Journal, John Wiley & Sons, vol. 69(1), pages 92-108, July.
    30. Castiglione, Concetta & Infante, Davide, 2014. "ICTs and time-span in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," Economic Modelling, Elsevier, vol. 41(C), pages 55-65.
    31. Briglauer, Wolfgang & Dürr, Niklas & Gugler, Klaus, 2021. "A retrospective study on the regional benefits and spillover effects of high-speed broadband networks: Evidence from German counties," International Journal of Industrial Organization, Elsevier, vol. 74(C).
    32. Forenbacher, Ivan & Husnjak, Siniša & Cvitić, Ivan & Jovović, Ivan, 2019. "Determinants of mobile phone ownership in Nigeria," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    33. Hakeem, Mohammad Abbas, 2017. "Effect of Population Density on the Level of Development," MPRA Paper 82301, University Library of Munich, Germany, revised Oct 2017.
    34. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    35. Hardy, Andrew P., 1980. "The role of the telephone in economic development," Telecommunications Policy, Elsevier, vol. 4(4), pages 278-286, December.
    36. Jeremiah O. Ejemeyovwi & Evans S. Osabuohien & Romanus Osabohien, 2018. "ICT investments, human capital development and institutions in ECOWAS," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 15(4), pages 463-474.
    37. repec:hal:journl:hal-03564722 is not listed on IDEAS
    38. Wolfgang Briglauer & Klaus Gugler, 2019. "Go for Gigabit? First Evidence on Economic Benefits of High‐speed Broadband Technologies in Europe," Journal of Common Market Studies, Wiley Blackwell, vol. 57(5), pages 1071-1090, September.
    39. Changkyu Choi & Myung Hoon Yi, 2018. "The Internet, R&D expenditure and economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 25(4), pages 264-267, February.
    40. Elsadig Musa Ahmed, 2017. "Erratum to: ICT and Human Capital Spillover Effects in Achieving Sustainable East Asian Knowledge-Based Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 1113-1113, September.
    41. Gideon Ndubuisi & Solomon Owusu, 2021. "How important is GVC participation to export upgrading?," The World Economy, Wiley Blackwell, vol. 44(10), pages 2887-2908, October.
    42. Edquist, Harald & Goodridge, Peter & Haskel, Jonathan & Li, Xuan & Lindquist, Edward, 2018. "How important are mobile broadband networks for the global economic development?," Information Economics and Policy, Elsevier, vol. 45(C), pages 16-29.
    43. Federico Biagi & Maria Laura Parisi, 2012. "Are ICT, Human Capital and Organizational Capital Complementary in Production? Evidence from Italian Panel Data," JRC Research Reports JRC75890, Joint Research Centre.
    44. Ndubuisi, Gideon & Otioma, Chuks & Tetteh, Godsway Korku, 2021. "Digital infrastructure and employment in services: Evidence from Sub-Saharan African countries," Telecommunications Policy, Elsevier, vol. 45(8).
    45. Christopher F Baum & Arthur Lewbel & Mark E Schaffer & Oleksander Talavera, 2012. "Instrumental variables estimation using heteroskedasticity-based instruments," United Kingdom Stata Users' Group Meetings 2012 07, Stata Users Group.
    46. 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.
    47. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    48. Robert E. Litan & Alice M. Rivlin, 2001. "Projecting the Economic Impact of the Internet," American Economic Review, American Economic Association, vol. 91(2), pages 313-317, May.
    49. Katsiaryna Svirydzenka, 2016. "Introducing a New Broad-based Index of Financial Development," IMF Working Papers 2016/005, International Monetary Fund.
    50. Elsadig Musa Ahmed, 2017. "ICT and Human Capital Spillover Effects in Achieving Sustainable East Asian Knowledge-Based Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 1086-1112, September.
    51. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    52. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    53. 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).
    54. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    55. Alam, Ashraful & Uddin, Moshfique & Yazdifar, Hassan, 2019. "Institutional determinants of R&D investment: Evidence from emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 34-44.
    56. Maurseth, Per Botolf, 2018. "The effect of the Internet on economic growth: Counter-evidence from cross-country panel data," Economics Letters, Elsevier, vol. 172(C), pages 74-77.
    57. Szeles, Monica Răileanu, 2018. "New insights from a multilevel approach to the regional digital divide in the European Union," Telecommunications Policy, Elsevier, vol. 42(6), pages 452-463.
    58. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    59. Lee C. Adkins & Ronald L. Moomaw & Andreas Savvides, 2002. "Institutions, Freedom, and Technical Efficiency," Southern Economic Journal, John Wiley & Sons, vol. 69(1), pages 92-108, July.
    60. Vu, Khuong M., 2019. "The internet-growth link: An examination of studies with conflicting results and new evidence on the network effect," Telecommunications Policy, Elsevier, vol. 43(5), pages 474-483.
    61. Sachs, Jeffrey D. & Warner, Andrew M., 2001. "The curse of natural resources," European Economic Review, Elsevier, vol. 45(4-6), pages 827-838, May.
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    More about this item

    Keywords

    ICTs quality; Internet speed; Technical efficiency; Network effects;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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