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Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?

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  • Inha Oh
  • Jungho Kim

Abstract

This study examines how adopting advanced digital technologies (ADTs) affects a firm's performance indicators, such as growth in sales, labor productivity, and export, by analyzing Korean firms' panel data. This study finds that the effect of adopting ADTs on firm performance depends on the productivity level, performance types, and technology combination. The effect of adopting ADTs on sales growth has a U‐shaped relationship with the firm's productivity level. Moreover, in the frontier group, multiple technology adopters obtain higher rates of sales and significant export growth compared to single technology adopters.

Suggested Citation

  • Inha Oh & Jungho Kim, 2023. "Frontiers and laggards: Which firms benefit from adopting advanced digital technologies?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 753-766, March.
    • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:2:p:753-766
    DOI: 10.1002/mde.3710
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    1. David McKenzie, 2010. "Impact Assessments in Finance and Private Sector Development: What Have We Learned and What Should We Learn?," The World Bank Research Observer, World Bank, vol. 25(2), pages 209-233, August.
    2. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2021. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 333-372, January.
    3. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2016. "On the Longitudinal Effects of IT Use on Firm-Level Employment," Information Systems Research, INFORMS, vol. 27(1), pages 6-26, March.
    4. Inha Oh & Dongnyok Shim, 2020. "IT Adoption and Sustainable Growth of Firms in Different Industries—Are the Benefits Still Expected?," Sustainability, MDPI, vol. 12(22), pages 1-29, November.
    5. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    6. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    7. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    8. Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2019. "Cloud computing and firm growth," Discussion Papers 2019-09, University of Nottingham, GEP.
    9. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    10. Caroline Paunov & Valentina Rollo, 2015. "Overcoming Obstacles: The Internet's Contribution to Firm Development," The World Bank Economic Review, World Bank, vol. 29(suppl_1), pages 192-204.
    11. Khanna, Rupika & Sharma, Chandan, 2021. "Do technological investments promote manufacturing productivity? A firm-level analysis for India," Economic Modelling, Elsevier, vol. 105(C).
    12. Kosuke Imai & Marc Ratkovic, 2014. "Covariate balancing propensity score," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 76(1), pages 243-263, January.
    13. Ianchovichina, Elena & Lundstrom, Susanna, 2009. "Inclusive growth analytics : framework and application," Policy Research Working Paper Series 4851, The World Bank.
    14. Federico Biagi & Maria Laura Parisi, 2012. "Are ICT, Human Capital and Organizational Capital Complementary in Production? Evidence from Italian Panel Data," JRC Research Reports JRC75890, Joint Research Centre.
    15. Enrico Vanino & Stephen Roper & Bettina Becker, 2020. "Knowledge to Money: Assessing the Business Performance Effects of Publicly Funded R&D Grants," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 20-24, January.
    16. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    17. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    18. María Verónica Alderete, 2013. "Internet Incidence on SME’s Sales: A Propensity Score Matching Analysis," Information Resources Management Journal (IRMJ), IGI Global, vol. 26(3), pages 40-54, July.
    19. Clifford Bekar & Kenneth Carlaw & Richard Lipsey, 2018. "General purpose technologies in theory, application and controversy: a review," Journal of Evolutionary Economics, Springer, vol. 28(5), pages 1005-1033, December.
    20. Christopher Forman, 2002. "The Corporate Digital Divide: Determinants of Internet Adoption," WIDER Working Paper Series DP2002-89, World Institute for Development Economic Research (UNU-WIDER).
    21. Nicholas Crafts, 2021. "Artificial intelligence as a general-purpose technology: an historical perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 521-536.
    22. Giuseppe Berlingieri & Sara Calligaris & Chiara Criscuolo & Rudy Verlhac, 2020. "Laggard firms, technology diffusion and its structural and policy determinants," OECD Science, Technology and Industry Policy Papers 86, OECD Publishing.
    23. Baldwin, John R. & Diverty, Brent, 1995. "Advanced Technology Use in Canadian Manufacturing Establishments," Analytical Studies Branch Research Paper Series 1995085e, Statistics Canada, Analytical Studies Branch.
    24. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    25. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    26. Viete, Steffen & Erdsiek, Daniel, 2020. "Mobile Information Technologies and Firm Performance: The Role of Employee Autonomy," Information Economics and Policy, Elsevier, vol. 51(C).
    27. Tom Mitchell & Erik Brynjolfsson, 2017. "Track how technology is transforming work," Nature, Nature, vol. 544(7650), pages 290-292, April.
    28. Syaiful Ali & Peter Green, 2012. "Effective information technology (IT) governance mechanisms: An IT outsourcing perspective," Information Systems Frontiers, Springer, vol. 14(2), pages 179-193, April.
    29. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2021. "Information Technology Skills and Labor Market Outcomes for Workers," Information Systems Research, INFORMS, vol. 32(2), pages 437-461, June.
    30. Guido Schryen, 2013. "Revisiting IS business value research: what we already know, what we still need to know, and how we can get there," European Journal of Information Systems, Taylor & Francis Journals, vol. 22(2), pages 139-169, March.
    31. Paolo Neirotti & Emilio Paolucci, 2014. "Industry and firm effects on IT diffusion processes: firm-level evidence in Italian enterprises," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(3), pages 717-757.
    32. Ilsoon Shin, 2006. "Adoption of Enterprise Application Software and Firm Performance," Small Business Economics, Springer, vol. 26(3), pages 241-256, April.
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