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The Impact of Technical Efficiency on Productivity Growth: Evidence from the Korean Pharmaceutical Industry

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  • Mikyung Yun

Abstract

This study examines the effects of technological capability, technological spillovers, and technological gap on firm‐level productivity growth in the Korean pharmaceutical industry over the period 2000‐2023. Utilizing the generalized true random effects (GTRE) stochastic frontier analysis, this article estimates technical efficiency to serve as a proxy for the technological gap. The results indicate that technological divergence is the primary driver of inter‐firm productivity polarization, with limited evidence of technological spillovers from frontier firms to laggards. These findings support the low technological capability hypothesis over the Schumpeterian catch‐up hypothesis, which posits convergence through innovation diffusion. The study further highlights that, even at the frontier, intra‐firm technological diffusion can be sluggish under conditions of rapid technological change. It underscores the importance of intra‐firm diffusion, characterized by distinct mechanisms from inter‐firm diffusion, as a key determinant of productivity growth alongside inter‐firm technological divergence.

Suggested Citation

  • Mikyung Yun, 2025. "The Impact of Technical Efficiency on Productivity Growth: Evidence from the Korean Pharmaceutical Industry," The Economic Record, The Economic Society of Australia, vol. 101(S1), pages 26-49, July.
  • Handle: RePEc:bla:ecorec:v:101:y:2025:i:s1:p:26-49
    DOI: 10.1111/1475-4932.70001
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    1. Roberto Colombi & Subal Kumbhakar & Gianmaria Martini & Giorgio Vittadini, 2014. "Closed-skew normality in stochastic frontiers with individual effects and long/short-run efficiency," Journal of Productivity Analysis, Springer, vol. 42(2), pages 123-136, October.
    2. Philippe Aghion & Agnès Festré, 2017. "Schumpeterian growth theory, Schumpeter, and growth policy design," Journal of Evolutionary Economics, Springer, vol. 27(1), pages 25-42, January.
    3. Lien, Gudbrand & Kumbhakar, Subal C. & Alem, Habtamu, 2018. "Endogeneity, heterogeneity, and determinants of inefficiency in Norwegian crop-producing farms," International Journal of Production Economics, Elsevier, vol. 201(C), pages 53-61.
    4. Romer, Paul, 1994. "New goods, old theory, and the welfare costs of trade restrictions," Journal of Development Economics, Elsevier, vol. 43(1), pages 5-38, February.
    5. Stoneman, Paul & Battisti, Giuliana, 2010. "The Diffusion of New Technology," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 733-760, Elsevier.
    6. Chevalier, Paul-Antoine & Lecat, Rémy & Oulton, Nicholas, 2012. "Convergence of firm-level productivity, globalisation and information technology: Evidence from France," Economics Letters, Elsevier, vol. 116(2), pages 244-246.
    7. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    8. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2015. "Frontier Firms, Technology Diffusion and Public Policy: Micro Evidence from OECD Countries," OECD Productivity Working Papers 2, OECD Publishing.
    9. Subal Kumbhakar & Gudbrand Lien & J. Hardaker, 2014. "Technical efficiency in competing panel data models: a study of Norwegian grain farming," Journal of Productivity Analysis, Springer, vol. 41(2), pages 321-337, April.
    10. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107029514.
    11. Iain M. Cockburn, 2007. "Is the Pharmaceutical Industry in a Productivity Crisis?," NBER Chapters, in: Innovation Policy and the Economy, Volume 7, pages 1-32, National Bureau of Economic Research, Inc.
    12. Ute Laermann-Nguyen & Martin Backfisch, 2021. "Innovation crisis in the pharmaceutical industry? A survey," SN Business & Economics, Springer, vol. 1(12), pages 1-37, December.
    13. Chen, Yi-Yi & Schmidt, Peter & Wang, Hung-Jen, 2014. "Consistent estimation of the fixed effects stochastic frontier model," Journal of Econometrics, Elsevier, vol. 181(2), pages 65-76.
    14. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    15. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    16. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    17. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    18. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    19. Ufuk Akcigit & Sina T. Ates, 2023. "What Happened to US Business Dynamism?," Journal of Political Economy, University of Chicago Press, vol. 131(8), pages 2059-2124.
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