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The effects of the fourth industrial revolution on employment in South Africa: Variance decomposition analysis

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  • Matjokana, Hlanganani Rabia
  • David, Oladipo Olalekan

Abstract

This study investigates the effect of the fourth industrial revolution on levels of employment in South Africa. The fourth industrial revolution is proxied by ICT development with the components of mobile telephony, fixed-line telephony and internet penetration. The data used in this study were obtained from the World Bank's World Development Indicator database spanning from 1980 to 2019, while the labour market data was obtained from Statistics South Africa for the same time period. The study employed the Johansen Cointegration test and variance decomposition techniques to determine existence of long run equilibrium and possible shocks impact respectively. The results indicated that there exists a long run relationship between employment levels and the hypothesised determinants. The ICT revealed a positive relationship with employment in both the short and long run which is an indication of importance of fourth industrial revolution to employment in modern society. Policy recommendation were provided for the South African policy-makers in line with further deployment of ICT tools that promote employment.

Suggested Citation

  • Matjokana, Hlanganani Rabia & David, Oladipo Olalekan, 2024. "The effects of the fourth industrial revolution on employment in South Africa: Variance decomposition analysis," Technology in Society, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:teinso:v:77:y:2024:i:c:s0160791x24000708
    DOI: 10.1016/j.techsoc.2024.102522
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    References listed on IDEAS

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    1. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    2. Raihan Maskuriy & Ali Selamat & Petra Maresova & Ondrej Krejcar & Oladipo Olalekan David, 2019. "Industry 4.0 for the Construction Industry: Review of Management Perspective," Economies, MDPI, vol. 7(3), pages 1-14, July.
    3. Van Rensburg, Nickey Janse & Telukdarie, Arnesh & Dhamija, Pavitra, 2019. "Society 4.0 applied in Africa: Advancing the social impact of technology," Technology in Society, Elsevier, vol. 59(C).
    4. David, Oladipo Olalekan, 2019. "Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (P-VAR) analysis," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    5. Grigoli, Francesco & Koczan, Zsoka & Topalova, Petia, 2020. "Automation and labor force participation in advanced economies: Macro and micro evidence," European Economic Review, Elsevier, vol. 126(C).
    6. Timothy De Stefano & Richard Kneller & Jonathan Timmis, 2014. "The (Fuzzy) Digital Divide: The Effect of Broadband Internet Use on UK Firm Performance," Discussion Papers 14/06, University of Nottingham, School of Economics.
    7. Birgit Eberhard & Mickael Podio & Azucena Pérez Alonso & Evita Radovica & Lidija Avotina & Liga Peiseniece & Maria Caamaño Sendon & Alison Gonzales Lozano & Joan Solé-Pla, 2017. "Smart work: The transformation of the labour market due to the fourth industrial revolution (I4.0)," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 10(3), pages 47-66, September.
    8. Catalin Postelnicu & Sorin Calea, 2019. "The Fourth Industrial Revolution. Global Risks, Local Challenges for Employment," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 15(2), pages 195-206.
    9. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    10. Biagi, Federico & Falk, Martin, 2017. "The impact of ICT and e-commerce on employment in Europe," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 1-18.
    11. Nazareno, Luísa & Schiff, Daniel S., 2021. "The impact of automation and artificial intelligence on worker well-being," Technology in Society, Elsevier, vol. 67(C).
    12. Min Xu & Jeanne M. David & Suk Hi Kim, 2018. "The Fourth Industrial Revolution: Opportunities and Challenges," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 9(2), pages 90-95, April.
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