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Gender disparity and enterprise expansion in the impact and transmission channels of ICT on unemployment in developing countries

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  • Brice, M'bakob Gilles

Abstract

This study examines the impact of Information and Communication Technologies (ICT) on employment in 95 developing countries from years 2000–2021. The study focuses on short-term and long-term effects, gender differences, and the role of enterprise expansion. The results suggest a complex dynamic: on short term ICT's appear to stimulate employment for both genders but on long term, they can lead to a loss of jobs, particularly in sectors mostly dominated by women. The Human capital plays a crucial role as a mediator of the effects of ICT's on employment. However, it can also result in gender inequalities in accessing ICT-related job opportunities. In addition, while enterprise expansion may mediate the effects of ICT on employment, it can also have negative long-term consequences as automation continues to advance. To promote gender equality in the ICT sector, it is suggested to collect gender-disaggregated data to better understand the labour market, to develop training and employment policies, and promote female entrepreneurship.

Suggested Citation

  • Brice, M'bakob Gilles, 2024. "Gender disparity and enterprise expansion in the impact and transmission channels of ICT on unemployment in developing countries," Technology in Society, Elsevier, vol. 77(C).
  • Handle: RePEc:eee:teinso:v:77:y:2024:i:c:s0160791x24000630
    DOI: 10.1016/j.techsoc.2024.102515
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    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Koffi Kpognon & Henri Atangana Ondoa & Mamadou Bah, 2020. "Trade Openness and Youth Employment in Sub-Saharan Africa: Should We Regulate the Labor Market?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 35(4), pages 751-777.
    3. Balgobin, Yann & Dubus, Antoine, 2022. "Mobile phones, mobile Internet, and employment in Uganda," Telecommunications Policy, Elsevier, vol. 46(5).
    4. Emeka Nkoro & Aham Kelvin Uko, 2016. "Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 5(4), pages 1-3.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    7. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    8. Jung, Sungmoon & Lee, Jeong-Dong & Hwang, Won-Sik & Yeo, Yeongjun, 2017. "Growth versus equity: A CGE analysis for effects of factor-biased technical progress on economic growth and employment," Economic Modelling, Elsevier, vol. 60(C), pages 424-438.
    9. George J. Stigler, 1962. "Information in the Labor Market," NBER Chapters, in: Investment in Human Beings, pages 94-105, National Bureau of Economic Research, Inc.
    10. Jude, Cristina & Silaghi, Monica Ioana Pop, 2016. "Employment effects of foreign direct investment: New evidence from Central and Eastern European countries," International Economics, Elsevier, vol. 145(C), pages 32-49.
    11. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    12. Sune Karlsson & Nannan Lundin & Fredrik Sjöholm & Ping He, 2009. "Foreign Firms and Chinese Employment," The World Economy, Wiley Blackwell, vol. 32(1), pages 178-201, January.
    13. Richard Kofi Asravor & Frank Gyimah Sackey, 2023. "Impact of Technology on Macro-Level Employment and the Workforce: What are the Implications for Job Creation and Job Destruction in Ghana?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 168(1), pages 207-225, August.
    14. Abdulmohsen Alfalih, Abdullah & Bel Hadj, Tarek, 2021. "Asymmetric effects of foreign direct investment on employment in an oil producing country: Do human capital, institutions and oil rents matter?," Resources Policy, Elsevier, vol. 70(C).
    15. Talla Fokam, Dieu Ne Dort & Kamga, Benjamin Fomba & Nchofoung, Tii N., 2023. "Information and communication technologies and employment in developing countries: Effects and transmission channels," Telecommunications Policy, Elsevier, vol. 47(8).
    16. Ghouse, Ghulam & Khan, Saud Ahmed & Rehman, Atiq Ur, 2018. "ARDL model as a remedy for spurious regression: problems, performance and prospectus," MPRA Paper 83973, University Library of Munich, Germany.
    17. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    18. Jin Seo Cho & Matthew Greenwood‐Nimmo & Yongcheol Shin, 2023. "Recent developments of the autoregressive distributed lag modelling framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(1), pages 7-32, February.
    19. Claudia Goldin, 1994. "The U-Shaped Female Labor Force Function in Economic Development and Economic History," NBER Working Papers 4707, National Bureau of Economic Research, Inc.
    20. Song, Eunbi, 2021. "What drives labor share change? Evidence from Korean industries," Economic Modelling, Elsevier, vol. 94(C), pages 370-385.
    21. Zoltan Acs, 2008. "How is Entrepreneurship Good for Economic Growth?," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 21, pages 291-301, Edward Elgar Publishing.
    22. Rong, Shu & Liu, Kai & Huang, Si & Zhang, Qi, 2020. "FDI, labor market flexibility and employment in China," China Economic Review, Elsevier, vol. 61(C).
    23. Sundararajan, Arun, 2016. "The Sharing Economy: The End of Employment and the Rise of Crowd-Based Capitalism," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262034573, December.
    24. Aisen, Ari & Veiga, Francisco José, 2013. "How does political instability affect economic growth?," European Journal of Political Economy, Elsevier, vol. 29(C), pages 151-167.
    25. Minyoung Jo & Sangyeol Lee, 2021. "On CUSUM test for dynamic panel models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(2), pages 515-542, June.
    26. Avom, Désiré & Dadegnon, Aimé Kocou & Igue, Charlemagne Babatoundé, 2021. "Does digitalization promote net job creation? Empirical evidence from WAEMU countries," Telecommunications Policy, Elsevier, vol. 45(8).
    27. Ibrahim Ngouhouo & Tii Njivukuh Nchofoung, 2021. "Does Trade Openness Affects Employment in Cameroon?," Foreign Trade Review, , vol. 56(1), pages 105-116, February.
    28. Yılmaz Kılıçaslan & Ünal Töngür, 2019. "ICT and employment generation: evidence from Turkish manufacturing," Applied Economics Letters, Taylor & Francis Journals, vol. 26(13), pages 1053-1057, July.
    29. Santos, Anabela Marques & Barbero, Javier & Salotti, Simone & Conte, Andrea, 2023. "Job creation and destruction in the digital age: Assessing heterogeneous effects across European Union countries," Economic Modelling, Elsevier, vol. 126(C).
    30. David Pichler & Robert Stehrer, 2021. "Breaking Through the Digital Ceiling: ICT Skills and Labour Market Opportunities," wiiw Working Papers 193, The Vienna Institute for International Economic Studies, wiiw.
    31. Evgeniya Yushkova, 2014. "Impact of ICT on trade in different technology groups: analysis and implications," International Economics and Economic Policy, Springer, vol. 11(1), pages 165-177, February.
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    Keywords

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    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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