ICT Leapfrogging Amidst Labour Force-Economic Growth Nexus in EAP and ECA Regions

Authors

  • Bosede Ngozi Adeleye University of Lincoln Lincolnshire, UK; Lincoln International Business School, Lincoln, UK
  • Bede Uzoma Achugamonu Covenant University, Ota, Nigeria
  • Tayo George Covenant University, Ota, Nigeria
  • Mercy Ejovwokeoghene Ogbari Covenant University, Ota, Nigeria
  • Oluyomi Ola-David Covenant University, Ota, Nigeria

DOI:

https://doi.org/10.47743/saeb-2023-0004

Keywords:

economic growth, labour force, leapfrogging, ICT usage, moderation, EAP, ECA.

Abstract

Towards achieving the 2030 United Nations Sustainable Development Goals, this study revisits the information and communication technology (ICT) leapfrogging hypothesis of Steinmueller (2001), and Fong (2009) to expand the literature by testing its relevance in the labour force-growth dynamics in Asia. To achieve this, the study addresses four objectives: (i) test the ICT leapfrogging hypothesis; (ii) investigate the growth-enhancing impact of labour; (iii) examine whether ICT enhances or distorts the productivity of labour on economic growth; and (iv) if these effects differ by economic development. The study uses an unbalanced panel data on 81 countries located in East Asia and Pacific (EAP) and Europe and Central Asia (ECA) from 2010 to 2019. Two estimation techniques, namely panel spatial correlation consistent fixed effects (PSCC-FE) and random effects instrumental variables two-stage least squares (RE-IV2SLS), are deployed. To appraise if the impact differs by economic development, the study engages income group analysis. Among other findings: the leapfrogging hypothesis holds; labour is a significant predictor of economic growth; mobile phones usage is a more potent ICT indicator with more leapfrogging potentials relative to fixed telephones subscription; the net effect of labour on growth is mostly positive in the mobile phones’ models.

Author Biographies

Bosede Ngozi Adeleye, University of Lincoln Lincolnshire, UK; Lincoln International Business School, Lincoln, UK

Department of Accountancy, Finance and Economics

Bede Uzoma Achugamonu, Covenant University, Ota, Nigeria

Department of Banking and Finance

Tayo George, Covenant University, Ota, Nigeria

Department of Sociology

Mercy Ejovwokeoghene Ogbari, Covenant University, Ota, Nigeria

Department of Business Administration

Oluyomi Ola-David, Covenant University, Ota, Nigeria

Department of Economics and Development Studies

References

Acemoglu, D., & Robinson, J. (2010). The Role of Institutions in Growth and Development. Revista de Economia Institucional, 1(2), 1-13. http://dx.doi.org/10.5202/rei.v1i2.1

Acheampong, A. O., Boateng, E., Amponsah, M., & Dzator, J. (2021). Revisiting the economic growth–energy consumption nexus: Does globalization matter? Energy Economics, 102, 105472. http://dx.doi.org/10.1016/j.eneco.2021.105472

Adeleye, B. N. (2023). Re-examining the tourism-led growth nexus and the role of information and communication technology in East Asia and the Pacific. Heliyon, 9(2), e13505. http://dx.doi.org/10.1016/j.heliyon.2023.e13505

Adeleye, B. N., Adedoyin, F. F., & Nathaniel, S. (2021a). The Criticality of ICT-Trade Nexus on Economic and Inclusive growth. Information Technology for Development, 27(2), 293-313. http://dx.doi.org/10.1080/02681102.2020.1840323

Adeleye, B. N., Bengana, I., Boukhelkhal, A., Shafiq, M. M., & Abdulkareem, H. K. K. (2022a). Does Human Capital Tilt the Population-Economic Growth Dynamics? Evidence from Middle East and North African Countries. Social Indicators Research, 162, 863-883. http://dx.doi.org/10.1007/s11205-021-02867-5

Adeleye, B. N., & Eboagu, C. (2019). Evaluation of ICT Development and Economic Growth in Africa. NETNOMICS: Economic Research and Electronic Networking, 20(1), 31-53. http://dx.doi.org/10.1007/s11066-019-09131-6

Adeleye, B. N., Jamal, A., Adam, L. S., & Oyedepo, T. (2022b). ICT Leapfrogging and Economic Growth Among SAARC Economies: Evidence From Method of Moments Quantile Regression. Journal of Global Information Technology Management, 25(3), 230-253. http://dx.doi.org/10.1080/1097198x.2022.2094184

Adeleye, B. N., Sankaran, A., Jamal, A., & Arjun, K. (2021b). Internationalization–Industrial output nexus: Evidence from 15 late-industrialized economies. Journal of Public Affairs, 22, 1-9. http://dx.doi.org/10.1002/pa.2658

Ahmed, K., Mahalik, M. K., & Shahbaz, M. (2016). Dynamics between economic growth, labor, capital and natural resource abundance in Iran: An application of the combined cointegration approach. Resources Policy, 49, 213-221. http://dx.doi.org/10.1016/j.resourpol.2016.06.005

Anser, M. K., Adeleye, B. N., Tabash, M. I., & Tiwari, A. K. (2021). Services Trade-ICT-Tourism Nexus in Selected Asian Countries: New Evidence from Panel Data Techniques. Current Issues in Tourism, 25(15), 2388-2403. http://dx.doi.org/10.1080/13683500.2021.1965554

Anyanwu, S. O., Adesanya, B. M., Adediji, A. M., & Adesanya, A. E. (2021). Female Labour Force Participation and Economic Growth Nexus: Evidence from Nigerian Economy. MPRA Paper, 106933.

Appiah-Otoo, I., & Song, N. (2021). The impact of ICT on economic growth-Comparing rich and poor countries. Telecommunications Policy, 45(2), 102082. http://dx.doi.org/10.1016/j.telpol.2020.102082

Appiah, M., Li, F., & Frowne, D. I. (2020). Financial Development, Institutional Quality and Economic Growth: Evidence from ECOWAS Countries. Organizations and Markets in Emerging Economies, 11(1), 6-17. http://dx.doi.org/10.15388/omee.2020.11.20

Arvin, M. B., Pradhan, R. P., & Nair, M. (2021). Uncovering interlinks among ICT connectivity and penetration, trade openness, foreign direct investment, and economic growth: The case of the G-20 countries. Telematics and Informatics, 60, 101567. http://dx.doi.org/10.1016/j.tele.2021.101567

Asongu, S. A., & Odhiambo, N. M. (2020). Foreign direct investment, information technology and economic growth dynamics in Sub-Saharan Africa. Telecommunications Policy, 44(1), 101838. http://dx.doi.org/10.1016/j.telpol.2019.101838

Asongu, S. A., & Tchamyou, V. S. (2015). Mobile Phones in Conflicts of Financial Intermediation. Development Finance Agenda (DEFA), 1(2), 26-29.

Avgerou, C. (2017). Theoretical framing of ICT4D research. In J. Choudrie & S. Islam (Eds.), Information and Communication Technologies for Development (pp. 10-23): Springer. http://dx.doi.org/10.1007/978-3-319-59111-7_2

Bahamonde, H., & Trasberg, M. (2021). Inclusive institutions, unequal outcomes: Democracy, state capacity, and income inequality. European Journal of Political Economy, 70(102048), 1-21. http://dx.doi.org/10.1016/j.ejpoleco.2021.102048

Baltagi, B. H. (2013). Econometric Analysis of Panel Data (5th ed. ed.): Wiley.

Čadil, J., Petkovová, L., & Blatná, D. (2014). Human Capital, Economic Structure and Growth. Procedia Economics and Finance, 12, 85-92. http://dx.doi.org/10.1016/s2212-5671(14)00323-2

Cameron, A., & Trivedi, P. (2005). Microeconometrics: Cambridge University Press. http://dx.doi.org/10.1017/CBO9780511811241

Ceccobelli, M., Gitto, S., & Mancuso, P. (2012). ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries. Telecommunications Policy, 36(4), 282-292. http://dx.doi.org/10.1016/j.telpol.2011.12.012

Chung, H. (2018). ICT investment-specific technological change and productivity growth in Korea: Comparison of 1996–2005 and 2006–2015. Telecommunications Policy, 42(1), 78-90. http://dx.doi.org/10.1016/j.telpol.2017.08.005

Cylus, J., & Al Tayara, L. (2021). Health, an ageing labour force, and the economy: Does health moderate the relationship between population age-structure and economic growth? Social Science & Medicine, 287, 114353. http://dx.doi.org/10.1016/j.socscimed.2021.114353

Docquier, F., Kone, Z. L., Mattoo, A., & Ozden, C. (2019). Labor market effects of demographic shifts and migration in OECD countries. European Economic Review, 113, 297-324. http://dx.doi.org/10.1016/j.euroecorev.2018.11.007

Donou-Adonsou, F. (2019). Technology, Education, and Economic Growth in Sub-Saharan Africa. Telecommunications Policy, 43(4), 353-360. http://dx.doi.org/10.1016/j.telpol.2018.08.005

Driscoll, J. C., & Kraay, A. C. (1998). Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data. The Review of Economics and Statistics, 80, 549-560. http://dx.doi.org/10.1162/003465398557825

Edquist, H., & Henrekson, M. (2017). Do R&D and ICT affect total factor productivity growth differently? Telecommunications Policy, 41(2), 106-119. http://dx.doi.org/10.1016/j.telpol.2016.11.010

Ejemeyovwi, J. O., Osabohien, R., Adeleye, B. N., & De Alwis, T. (2021). Household ICT Utilization and Food Security Nexus in Nigeria. International Journal of Food Sciences, 2021(5551363), 1-10. http://dx.doi.org/10.1155/2021/5551363

Ejemeyovwi, J. O., & Osabuohien, E. S. (2020). Investigating the relevance of mobile technology adoption on inclusive growth in West Africa. Contemporary Social Science, 15(1), 48-61. http://dx.doi.org/10.1080/21582041.2018.15

Fong, M. W. (2009). Technology leapfrogging for developing countries. In Encyclopedia of Information Science and Technology, Second Edition, 3707-3713. http://dx.doi.org/10.4018/978-1-60566-026-4.ch591

Gal, P., Nicoletti, G., Renault, T., Sorbe, S., & Timiliotis, C. (2019). Digitalisation and productivity: In search of the holy grail–Firm-level empirical evidence from EU countries. OECD Economics Department Working Papers, 1533. http://dx.doi.org/10.1787/5080f4b6-en

George, T. O., Ajayi, M. P., Olonade, O. Y., Olanipekun, T., & Adebayo, M. E. (2021a). Gender Differences in Academic Performance and Industry Relevance: A Study of a Nigerian Private University Graduates. WSEAS Transactions on Business and Economics, 18(26), 485-493. http://dx.doi.org/10.37394/23207.2021.18.49

George, T. O., Onwumah, A. C., Ozoya, M. I., & Olonade, O. Y. (2021b). Good governance, social order, and development in Nigeria: The critical role of gender inclusion. African Journal of Reproductive Health, 25, 201-208. http://dx.doi.org/10.29063/ajrh2021/v25i5s.18

Ghosh, S. (2016). Does Mobile Telephony Spur Growth? Evidence from Indian States. Telecommunications Policy, 40(10-11), 1020-1031. http://dx.doi.org/10.1016/j.telpol.2016.05.009

Grigoli, F., Koczan, Z., & Topalova, P. (2020). Automation and labor force participation in advanced economies: Macro and micro evidence. European Economic Review, 126, 103443. http://dx.doi.org/10.1016/j.euroecorev.2020.103443

Haftu, G. G. (2019). Information communications technology and economic growth in sub-saharan Africa: A panel data approach. Telecommunications Policy, 43(1), 88-99. http://dx.doi.org/10.1016/j.telpol.2018.03.010

Haldar, A., Sucharita, D., Dash, D. P., Sethi, N., & Padhan, P. C. (2022). The effects of ICT, electricity consumption, innovation and renewable power generation on economic growth: An income level analysis for the emerging economies. Journal of Cleaner Production, 384(135607). http://dx.doi.org/10.1016/j.jclepro.2022.135607

Hayes, A. F. (2015). An Index and Test of Linear Moderated Mediation. Multivariate Behavioral Research, 50(1), 1-22. http://dx.doi.org/10.1080/00273171.2014.962683

Herman, E. (2020). The Influence of ICT Sector on the Romanian Labour Market in the European Context. Paper presented at the Procedia Manufacturing, 13th International Conference Interdisciplinarity in Engineering (INTER-ENG 2019).

Hoechle, D. (2007). Robust Standard Errors for Panel Regressions with Cross-Sectional Dependence. The Stata Journal, 7(3), 281-312. http://dx.doi.org/10.1177/1536867X0700700301

Hou, L., Li, Q., Wang, Y., & Yang, X. (2021). Wages, labor quality, and FDI inflows: A new non-linear approach. Economic Modelling, 102, 105557. http://dx.doi.org/10.1016/j.econmod.2021.105557

Hussain, A., Batool, I., Akbar, M., & Nazir, M. (2021). Is ICT an enduring driver of economic growth? Evidence from South Asian economies. Telecommunications Policy, 45(8), 102202. http://dx.doi.org/10.1016/j.telpol.2021.102202

Issahaku, H., Abu, B. M., & Nkegbe, P. K. (2018). Does the Use of Mobile Phones by Smallholder Maize Farmers Affect Productivity in Ghana? Journal of African Business, 19(3), 302-322. http://dx.doi.org/10.1080/15228916.2017.1416215

Jarmołowicz, W., & Knapińska, M. (2011). Labor Market Theories in Comtemporary Economics. Transformations in Business & Economics, 10(2-A), 268-280.

Jones, H. G. (1975). An introduction to modern theories of economic growth

Jung, J., & Lopéz-Bazo, E. (2020). On the regional impact of broadband on productivity: The case of Brazil. Telecommunications Policy, 44(1), 101826. http://dx.doi.org/10.1016/j.telpol.2019.05.002

Kallal, R., Haddaji, A., & Ftiti, Z. (2021). ICT diffusion and economic growth: Evidence from the sectorial analysis of a periphery country. Technological Forecasting and Social Change, 162, 120403. http://dx.doi.org/10.1016/j.techfore.2020.120403

Kim, J., Park, J. C., & Komarek, T. (2021). The impact of Mobile ICT on national productivity in developed and developing countries. Information & Management, 58(3), 103442. http://dx.doi.org/10.1016/j.im.2021.103442

Koutroumpis, P., Leiponen, A., & Thomas, L. D. W. (2020). Small is big in ICT: The impact of R&D on productivity. Telecommunications Policy, 44(1), 101833. http://dx.doi.org/10.1016/j.telpol.2019.101833

Kumar, R. R., Stauvermann, P. J., & Samitas, A. (2016). The effects of ICT* on output per worker: A study of the Chinese economy. Telecommunications Policy, 40(2-3), 102-115. http://dx.doi.org/10.1016/j.telpol.2015.06.004

Lach, Ł. (2010). Fixed capital and long run economic growth: evidence from Poland. Systems Science, 36(4), 35-50.

Liao, H., Wang, B., Li, B., & Weyman-Jones, T. (2016). ICT as a general-purpose technology: The productivity of ICT in the United States revisited. Information Economics and Policy, 36, 10-25. http://dx.doi.org/10.1016/j.infoecopol.2016.05.001

Liu, D. C. (2014). The link between unemployment and labor force participation rates in Japan: A regional perspective. Japan and the World Economy, 30, 52-58. http://dx.doi.org/10.1016/j.japwor.2014.02.004

Luo, Y., & Bu, J. (2016). How valuable is information and communication technology? A study of emerging economy enterprises. Journal of World Business, 51(2), 200-211. http://dx.doi.org/10.1016/j.jwb.2015.06.001

Mačiulytė-Šniukienė, A., & Gaile-Sarkane, E. (2014). Impact of Information and Telecommunication Technologies Development on Labour Productivity. Procedia: Social and Behavioral Sciences, 110, 1271-1282. http://dx.doi.org/10.1016/j.sbspro.2013.12.974

Mitra, A., Sharma, C., & Véganzonès-Varoudakis, M. A. (2016). Infrastructure, information & communication technology and firms’ productive performance of the Indian manufacturing. Journal of Policy Modeling, 38(2), 353-371. http://dx.doi.org/10.1016/j.jpolmod.2016.02.013

Myovella, G., Karacuka, M., & Haucap, J. (2020). Digitalization and Economic Growth: A Comparative Analysis of Sub-Saharan Africa and OECD Economies. Telecommunications Policy, 44(2), 101856. http://dx.doi.org/10.1016/j.telpol.2019.101856

Ngoa, G. B. N., & Song, J. S. (2021). Female participation in African labor markets: The role of information and communication technologies. Telecommunications Policy, 45(9), 102174. http://dx.doi.org/10.1016/j.telpol.2021.102174

Nguyen, T. T., Pham, T. A. T., & Tram, H. T. X. (2020). Role of information and communication technologies and innovation in driving carbon emissions and economic growth in selected G-20 countries. Journal of Environmental Management, 261, 110162. http://dx.doi.org/10.1016/j.jenvman.2020.110162

Niebel, T. (2018). ICT and Economic Growth - Comparing Developing, Emerging and Developed Countries. World Development, 104(14), 197-211. http://dx.doi.org/10.1016/j.worlddev.2017.11.024

Ofori, I. K., & Asongu, S. A. (2021). ICT Diffusion, Foreign Direct Investment and Inclusive Growth in Sub-Saharan Africa. Telematics and Informatics, 65, 101718. http://dx.doi.org/10.1016/j.tele.2021.101718

Ofori, I. K., Osei, D. B., & Alagidede, I. P. (2022). Inclusive growth in Sub-Saharan Africa: Exploring the interaction between ICT diffusion, and financial development. Telecommunications Policy, 46(7), 102315. http://dx.doi.org/10.1016/j.telpol.2022.102315

Ogundipe, A. A., Mobolaji, O., & Ogundipe, O. M. (2021). An Analysis of the Effect of Human Capital Investment on Economic Development in Nigeria: Does a New Indicator Alter Existing Evidence? Asian Economic and Financial Review, 11(1), 17-29. http://dx.doi.org/10.18488/journal.aefr.2021.111.17.29

Olarewaju, F., Ogundipe, A., Adekola, P., & Adeleye, N. (2021). Human Capital and Manufacturing Output in Nigeria: A Micro-Data Survey. Research in World Economics, 12(2), 132-145. http://dx.doi.org/10.5430/rwe.v12n2p132

Olurinola, I., Osabohien, R., Adeleye, B. N., Ogunrinola, I., Omosimua, J. I., & De Alwis, T. (2021). Digitalization and Innovation in Nigerian Firms. Asian Economic and Financial Review, 11(3), 263-277. http://dx.doi.org/10.18488/journal.aefr.2021.113.263.277

Pelinescu, E. (2015). The Impact of Human Capital on Economic Growth. Procedia Economics and Finance, 22, 184-190. http://dx.doi.org/10.1016/s2212-5671(15)00258-0

Pieri, F., Vecchi, M., & Venturini, F. (2018). Modelling the joint impact of R&D and ICT on productivity: A frontier analysis approach. Research Policy, 47(9), 1842-1852. http://dx.doi.org/10.1016/j.respol.2018.06.013

Rahman, M. M., Saidi, K., & Mbarek, M. B. (2020). Economic growth in South Asia: The role of CO2 emissions, population density and trade openness. Heliyon, 6(5), e03903. http://dx.doi.org/10.1016/j.heliyon.2020.e03903

Roa, M. J., Saura, D., & Vázquez, F. J. (2011). Economic growth, labor market and demographic patterns. Structural Change and Economic Dynamics, 22(1), 81-91. http://dx.doi.org/10.1016/j.strueco.2010.11.005

Ruiters, M., & Charteris, A. (2020). Gender equality in labour force participation, economic growth and development in South Africa. Development Southern Africa, 37(6), 997-1011. http://dx.doi.org/10.1080/0376835x.2020.1772042

Sassi, S., & Ali, M. S. B. (2017). Corruption in Africa: What role does ICT diffusion play. Telecommunications Policy, 41, 662-669. http://dx.doi.org/10.1016/j.telpol.2017.05.002

Sein, M. K., & Harindranath, G. (2004). Conceptualizing the ICT Artifact: Toward Understanding the Role of ICT in National Development. The Information Society, 20(1), 15-24. http://dx.doi.org/10.1080/01972240490269942

Sein, M. K., Thapa, D., Hatakka, M., & Sæbø, Ø. (2019). A Holistic Perspective on the Theoretical Foundations for ICT4D Research. Information Technology for Development, 25(1), 7-25. http://dx.doi.org/10.1080/02681102.2018.1503589

Sepehrdoust, H., & Ghorbanseresht, M. (2018). Impact of information and communication technology and financial development on economic growth of OPEC developing economies. Kasetsart Journal of Social Sciences, 40(3), 546-551. http://dx.doi.org/10.1016/j.kjss.2018.01.008

Shahid, M. (2014). Impact of labour force participation on economic growth in Pakistan. Journal of Economics and Sustainable Development, 5(11), 89-93.

Shahnazi, R. (2021). Do information and communications technology spillovers affect labor productivity? Structural Change and Economic Dynamics, 59, 342-359. http://dx.doi.org/10.1016/j.strueco.2021.09.003

Steinmueller, W. E. (2001). ICTs and Possibilities for Leapfrogging by Developing Countries. International Labour Review, 140(2), 193-210. http://dx.doi.org/10.1111/j.1564-913X.2001.tb00220.x

Strobel, T. (2016). ICT intermediates and productivity spillovers—Evidence from German and US manufacturing sectors. Structural Change and Economic Dynamics, 37, 147-163. http://dx.doi.org/10.1016/j.strueco.2016.04.003

Tsani, S., Paroussos, L., Fragiadakis, C., Charalambidis, I., & Capros, P. (2013). Female labour force participation and economic growth in the South Mediterranean countries. Economics Letters, 120(2), 323-328. http://dx.doi.org/10.1016/j.econlet.2013.04.043

Usman, A., Ozturk, I., Hassan, A., Maria Zafar, S., & Ullah, S. (2021). The effect of ICT on energy consumption and economic growth in South Asian economies: An empirical analysis. Telematics and Informatics, 58, 101537. http://dx.doi.org/10.1016/j.tele.2020.101537

Visser, R. (2019). The effect of the internet on the margins of trade. Information Economics and Policy, 46, 41-54. http://dx.doi.org/10.1016/j.infoecopol.2018.12.001

World Bank. (2020). World Development Indicators. Retrieved from http://data.worldbank.org

Yıldırım, D. Ç., & Akinci, H. (2021). The dynamic relationships between the female labour force and the economic growth. Journal of Economic Studies (Glasgow, Scotland), 48(8), 1512-1527. http://dx.doi.org/10.1108/JES-05-2020-0227

Zhang, F., Meng, L., Sun, W., & Si, Y. (2021). Information technology and the labor market in China. Economic Analysis and Policy, 72, 156-168. http://dx.doi.org/10.1016/j.eap.2021.06.015

Zhang, X., & Wang, X. (2021). Measures of human capital and the mechanics of economic growth. China Economic Review, 68, 101641. http://dx.doi.org/10.1016/j.chieco.2021.101641

Zuiderwijk, A., & Janssen, M. (2014). Open data policies, their implementation and impact: A framework for comparison. Government Information Quarterly, 31(1), 17-29. http://dx.doi.org/10.1016/j.giq.2013.04.003

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2023-03-20

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Adeleye, B. N., Achugamonu, B. U., George, T., Ogbari, M. E., & Ola-David, O. (2023). ICT Leapfrogging Amidst Labour Force-Economic Growth Nexus in EAP and ECA Regions. Scientific Annals of Economics and Business, 70(1), 17–40. https://doi.org/10.47743/saeb-2023-0004

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