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Assessing the economy-wide impacts of digital transformation in the Korean economy: A social accounting matrix multiplier approach

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  • Yeo, Yeongjun
  • Jung, Sungmoon

Abstract

This study assesses the economic impact of digital transformation (DT) in Korea by utilizing a Social Accounting Matrix to explore interconnections across various datasets. Through a social accounting matrix multiplier analysis, this study empirically identifies the production inducement, income inducement, and income distribution effects driven by DT-related infrastructure investments. We analyze how DT influences production, income, and income distribution through infrastructure investments, focusing on its effects on the labor market and household income. The findings indicate that DT accelerates economic growth, favoring digital capital-intensive industries and high-skilled labor, potentially increasing employment polarization and exacerbating income inequality. This study highlights the need for dual approach as to enhance national competitiveness and inclusiveness in an economy driven by DT technologies. This approach involves two key components that work synergistically to maximize the benefits of DT while addressing its potential challenges, suggesting that industrial and innovation policies should be reconstructed to align with the demands of a DT-driven economy.

Suggested Citation

  • Yeo, Yeongjun & Jung, Sungmoon, 2024. "Assessing the economy-wide impacts of digital transformation in the Korean economy: A social accounting matrix multiplier approach," Telecommunications Policy, Elsevier, vol. 48(10).
  • Handle: RePEc:eee:telpol:v:48:y:2024:i:10:s030859612400168x
    DOI: 10.1016/j.telpol.2024.102871
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    as
    1. Singh, Shiwangi & Sharma, Meenakshi & Dhir, Sanjay, 2021. "Modeling the effects of digital transformation in Indian manufacturing industry," Technology in Society, Elsevier, vol. 67(C).
    2. Daron Acemoglu & Pascual Restrepo, 2020. "The wrong kind of AI? Artificial intelligence and the future of labour demand," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 25-35.
    3. Philippe Aghion & Antonin Bergeaud & Timo Boppart & Peter J. Klenow & Huiyu Li, 2019. "Missing Growth from Creative Destruction," American Economic Review, American Economic Association, vol. 109(8), pages 2795-2822, August.
    4. David Soto Setzke & Tobias Riasanow & Markus Böhm & Helmut Krcmar, 2023. "Pathways to Digital Service Innovation: The Role of Digital Transformation Strategies in Established Organizations," Information Systems Frontiers, Springer, vol. 25(3), pages 1017-1037, June.
    5. Swen Nadkarni & Reinhard Prügl, 2021. "Digital transformation: a review, synthesis and opportunities for future research," Management Review Quarterly, Springer, vol. 71(2), pages 233-341, April.
    6. Llopis-Albert, Carlos & Rubio, Francisco & Valero, Francisco, 2021. "Impact of digital transformation on the automotive industry," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    7. Leontief, Wassily & Duchin, Faye, 1986. "The Future Impact of Automation on Workers," OUP Catalogue, Oxford University Press, number 9780195036237.
    8. Candel Haug, Katharina & Kretschmer, Tobias & Strobel, Thomas, 2016. "Cloud adaptiveness within industry sectors – Measurement and observations," Telecommunications Policy, Elsevier, vol. 40(4), pages 291-306.
    9. Thomas Niebel & Marianne Saam, 2016. "ICT and Growth: The Role of Rates of Return and Capital Prices," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(2), pages 283-310, June.
    10. Lawrence F. Katz & Robert A. Margo, 2014. "Technical Change and the Relative Demand for Skilled Labor: The United States in Historical Perspective," NBER Chapters, in: Human Capital in History: The American Record, pages 15-57, National Bureau of Economic Research, Inc.
    11. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    12. Pyatt, F Graham & Round, Jeffery I, 1979. "Accounting and Fixed Price Multipliers in a Social Accounting Matrix Framework," Economic Journal, Royal Economic Society, vol. 89(356), pages 850-873, December.
    13. Berg, Andrew & Buffie, Edward F. & Zanna, Luis-Felipe, 2018. "Should we fear the robot revolution? (The correct answer is yes)," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 117-148.
    14. Won-Sik Hwang & Yeongjun Yeo & Inha Oh & Chanyoung Hong & Sungmoon Jung & Heewon Yang & Jeong-Dong Lee, 2021. "CGE analysis of R&D investment policy considering trade-offs between economic growth and stability," Science and Public Policy, Oxford University Press, vol. 48(3), pages 295-308.
    15. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
    16. Oulton, Nicholas, 2012. "Long term implications of the ICT revolution: Applying the lessons of growth theory and growth accounting," Economic Modelling, Elsevier, vol. 29(5), pages 1722-1736.
    17. Yeo, Yeongjun & Lee, Jeong-Dong, 2020. "Revitalizing the race between technology and education: Investigating the growth strategy for the knowledge-based economy based on a CGE analysis," Technology in Society, Elsevier, vol. 62(C).
    18. Won-Sik Hwang & Dongnyok Shim, 2021. "Measuring the Impact of ICT-driven Product and Process Innovation on the Korean Economy," Global Economic Review, Taylor & Francis Journals, vol. 50(3), pages 235-253, July.
    19. Gaowen Kong & Jiating Huang & Shasha Liu, 2023. "Digital Transformation and Within-Firm Pay Gap: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(6), pages 1748-1766, May.
    20. Blanchflower, David G & Millward, Neil & Oswald, Andrew J, 1991. "Unionism and Employment Behaviour," Economic Journal, Royal Economic Society, vol. 101(407), pages 815-834, July.
    21. Hong, Chanyoung & Yang, Heewon & Hwang, Wonsik & Lee, Jeong-Dong, 2014. "Validation of an R&D-based computable general equilibrium model," Economic Modelling, Elsevier, vol. 42(C), pages 454-463.
    22. Yeongjun Yeo & Jeong-Dong Lee & Sungmoon Jung, 2023. "Winners and losers in a knowledge-based economy: investigating the policy packages for an inclusive growth based on a computable general equilibrium analysis of Korea," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 28(2), pages 420-456, April.
    23. Stana B. Martin, 1998. "Information technology, employment, and the information sector: Trends in information employment 1970–1995," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 49(12), pages 1053-1069.
    24. repec:ulb:ulbeco:2013/249805 is not listed on IDEAS
    25. Jacques Bughin & Nicolas van Zeebroeck, 2017. "The best response to digital disruption," ULB Institutional Repository 2013/367870, ULB -- Universite Libre de Bruxelles.
    26. 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.
    27. Agnieszka Malkowska & Maria Urbaniec & Malgorzata Kosala, 2021. "The impact of digital transformation on European countries: insights from a comparative analysis," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(2), pages 325-355, June.
    28. 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.
    29. Jae-Hyup Lee & Jisuk Woo, 2020. "Green New Deal Policy of South Korea: Policy Innovation for a Sustainability Transition," Sustainability, MDPI, vol. 12(23), pages 1-17, December.
    30. Hwang, Won-Sik & Shin, Jungwoo, 2017. "ICT-specific technological change and economic growth in Korea," Telecommunications Policy, Elsevier, vol. 41(4), pages 282-294.
    31. Won-Sik Hwang & Chanyoung Hong & Inha Oh & Yeongjun Yeo, 2022. "Assessing the economy-wide impacts of public R&D support options based on a computable general equilibrium model: focusing on types of fiscal incentives and beneficiaries," Applied Economics, Taylor & Francis Journals, vol. 54(40), pages 4664-4680, August.
    32. Li, Yingzhu & Su, Bin & Dasgupta, Shyamasree, 2018. "Structural path analysis of India's carbon emissions using input-output and social accounting matrix frameworks," Energy Economics, Elsevier, vol. 76(C), pages 457-469.
    33. Du, Juntao & Shen, Zhiyang & Song, Malin & Zhang, Linda, 2023. "Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises," Energy Economics, Elsevier, vol. 120(C).
    34. Hanna Halaburda & Jeffrey Prince & D. Daniel Sokol & Feng Zhu, 2024. "The business revolution: Economy‐wide impacts of artificial intelligence and digital platforms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 269-275, March.
    35. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    36. Michael Minges, 2015. "Exploring the Relationship between Broadband and Economic Growth," World Bank Publications - Reports 23638, The World Bank Group.
    37. Alessandra Colecchia & Paul Schreyer, 2002. "ICT Investment and Economic Growth in the 1990s: Is the United States a Unique Case? A Comparative Study of Nine OECD Countries," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 408-442, April.
    Full references (including those not matched with items on IDEAS)

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