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Examining the effects of digital technology expansion on Unemployment: A cross-sectional investigation

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  • Mirzaei Abbasabadi, Hamed
  • Soleimani, Mohammad

Abstract

One of the fast-growing fields of technology expansion is communication technologies. The attention is often focused on the social and cultural effects of these expansions; however, the economic implications of the fast-growing digital technologies can be substantial. This paper is an empirical investigation to find a relationship between digital technology expansion and ICT developments on one major economic issue: unemployment. In this way, three indexes of technology (ICT Development Index, The Digital Index, and Technological Readiness) were chosen according to their focus on digital and ICT indicators, and also their sufficient number of observations to provide a global view. The data consists of 163 countries and is structured in a cross-sectional form including observations of the year 2016. Then, the data were subject to an empirical investigation following OLS and GLS estimation methods, along with stability tests. The results show a significant polynomial degree 2 relationship between unemployment and digital technology indexes. The empirical methodology indicates that the relationship is positive in degree 1 and negative in degree 2 coefficients, so it can be concluded that: as digital technologies are expanding, unemployment grows to a maximum and then begins to decline as technology expansion exceeds a specific value.

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  • Mirzaei Abbasabadi, Hamed & Soleimani, Mohammad, 2021. "Examining the effects of digital technology expansion on Unemployment: A cross-sectional investigation," Technology in Society, Elsevier, vol. 64(C).
    • Handle: RePEc:eee:teinso:v:64:y:2021:i:c:s0160791x20312987
    DOI: 10.1016/j.techsoc.2020.101495
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    1. Acemoglu, Daron, 1997. "Technology, unemployment and efficiency," European Economic Review, Elsevier, vol. 41(3-5), pages 525-533, April.
    2. Ghimire, Ramesh & Skinner, Jim & Carnathan, Mike, 2020. "Who perceived automation as a threat to their jobs in metro Atlanta: Results from the 2019 Metro Atlanta Speaks survey," Technology in Society, Elsevier, vol. 63(C).
    3. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    4. Davis, Donald R., 1998. "Technology, unemployment, and relative wages in a global economy," European Economic Review, Elsevier, vol. 42(9), pages 1613-1633, November.
    5. Hugo Horta & Michele Meoli & Silvio Vismara, 2016. "Skilled unemployment and the creation of academic spin-offs: a recession-push hypothesis," The Journal of Technology Transfer, Springer, vol. 41(4), pages 798-817, August.
    6. Donald W. K. Andrews, 2003. "Tests for Parameter Instability and Structural Change with Unknown Change Point: A Corrigendum," Econometrica, Econometric Society, vol. 71(1), pages 395-397, January.
    7. Ivanov, Stanislav & Kuyumdzhiev, Mihail & Webster, Craig, 2020. "Automation fears: Drivers and solutions," Technology in Society, Elsevier, vol. 63(C).
    8. Mortensen, Dale T & Pissarides, Christopher A, 1999. "Unemployment Responses to 'Skill-Biased' Technology Shocks: The Role of Labour Market Policy," Economic Journal, Royal Economic Society, vol. 109(455), pages 242-265, April.
    9. Bloom, David E. & McKenna, Matthew J. & Prettner, Klaus, 2018. "Demography, Unemployment, Automation, and Digitalization: Implications for the Creation of (Decent) Jobs, 2010–2030," IZA Discussion Papers 11739, Institute of Labor Economics (IZA).
    10. N. Azmuk, 2016. "Unemployment And Digital Employment Opportunities For Reducing Unemployment," Economics of Development, Kharkiv National University of Economics, vol. 79(3), pages 13-19.
    11. Tolulope Kehinde, Kayode-Adedeji & Agwu, Dr. Edwin M., 2015. "Application of ICT to Agriculture as a Panacea to Unemployment in Nigeria," MPRA Paper 61394, University Library of Munich, Germany.
    12. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    13. Eleftheria KOLOKYTHA & Georgios KOLOKYTHAS & Fotini PERDIKI & Stavros VALSAMIDIS, 2018. "Labour Job Digitalization: Myths And Realities," Scientific Bulletin - Economic Sciences, University of Pitesti, vol. 17(2), pages 3-18.
    14. Samargandi, Nahla & Al Mamun, Md & Sohag, Kazi & Alandejani, Maha, 2019. "Women at work in Saudi Arabia: Impact of ICT diffusion and financial development," Technology in Society, Elsevier, vol. 59(C).
    15. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    16. Eichhorst, Werner & Hinte, Holger & Rinne, Ulf & Tobsch, Verena, 2017. "How Big is the Gig? Assessing the Preliminary Evidence on the Effects of Digitalization on the Labor Market," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 28(3), pages 298-318.
    17. Novakova, Lucia, 2020. "The impact of technology development on the future of the labour market in the Slovak Republic," Technology in Society, Elsevier, vol. 62(C).
    18. Jan Fagerberg & Bart Verspagen & Marjolein Caniëls, 1997. "Technology, Growth and Unemployment across European Regions," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 457-466.
    19. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    20. Nair, Mahendhiran & Pradhan, Rudra P. & Arvin, Mak B., 2020. "Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries," Technology in Society, Elsevier, vol. 62(C).
    21. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    22. Jacob Mincer & Stephan Danninger, 2000. "Technology, Unemployment, and Inflation," NBER Working Papers 7817, National Bureau of Economic Research, Inc.
    23. Winifred Huang & Michele Meoli & Silvio Vismara, 2020. "The geography of initial coin offerings," Small Business Economics, Springer, vol. 55(1), pages 77-102, June.
    24. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    25. Jaradat, Maram & Jibreel, Manal & Skaik, Huda, 2020. "Individuals' perceptions of technology and its relationship with ambition, unemployment, loneliness and insomnia in the Gulf," Technology in Society, Elsevier, vol. 60(C).
    26. Roberts, John M, 1995. "New Keynesian Economics and the Phillips Curve," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 975-984, November.
    27. Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76(4), pages 678-678.
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    More about this item

    Keywords

    Digital technology expansion; Unemployment; GLS Estimation; ICT Development;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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