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Examining the TFP growth of information technology service sector: a cross-country analysis

Author

Listed:
  • Haoliang Zhu

    (Doshisha University)

  • Jiao Wang

    (Doshisha University)

Abstract

This paper aims to estimate the total factor productivity (TFP) growth of the information technology (IT) service industry and quantify the factors that affect TFP growth. It analyzes the IT service industry panel data of 42 economies from 2000 to 2014. TFP growth is decomposed into technical change (TC), scale component (Scale), and technical efficiency change (TEC). Furthermore, the sources of technical change are quantified by a time trend and observable technological shifters. The former is measured using a time trend variable, whereas the latter is captured using external factors, such as the share of foreign value-added in final outputs (FVS), which indicates how the IT industry relies on international outsourcing. Our results show that the average TFP growth rates of the IT service industry experienced an overall upward trend during the sample period. We found that the rise of TEC significantly contributed to TFP growth during 2000-2007. Moreover, the improvement of TC measured by inputs and FVS made a noticeable contribution to TFP growth during 2008-2014.

Suggested Citation

  • Haoliang Zhu & Jiao Wang, 2022. "Examining the TFP growth of information technology service sector: a cross-country analysis," Economics Bulletin, AccessEcon, vol. 42(2), pages 740-752.
  • Handle: RePEc:ebl:ecbull:eb-21-00772
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    References listed on IDEAS

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    1. Subal C. Kumbhakar, 2004. "Productivity and technical change: Measurement and testing," Empirical Economics, Springer, vol. 29(1), pages 185-191, January.
    2. Subal Kumbhakar & M. Denny & M. Fuss, 2000. "Estimation and decomposition of productivity change when production is not efficient: a paneldata approach," Econometric Reviews, Taylor & Francis Journals, vol. 19(4), pages 312-320.
    3. Shao, Benjamin B.M. & Lin, Winston T., 2016. "Assessing output performance of information technology service industries: Productivity, innovation and catch-up," International Journal of Production Economics, Elsevier, vol. 172(C), pages 43-53.
    4. Egger, Peter & Pfaffermayr, Michael & Wolfmayr-Schnitzer, Yvonne, 2001. "The international fragmentation of Austrian manufacturing: The effects of outsourcing on productivity and wages," The North American Journal of Economics and Finance, Elsevier, vol. 12(3), pages 257-272, November.
    5. Almas Heshmati & Subal C. Kumbhakar, 2014. "A general model of technical change with an application to the OECD countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(1), pages 25-48, January.
    6. Alexander Hijzen & Holger Görg & Robert C. Hine, 2005. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," Economic Journal, Royal Economic Society, vol. 115(506), pages 860-878, October.
    7. Eric C. Y. Ng, 2012. "What determines productivity performance of telecommunications services industry? A cross-country analysis," Applied Economics, Taylor & Francis Journals, vol. 44(18), pages 2359-2372, June.
    8. 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.
    9. Mary Amiti & Shang‐Jin Wei, 2009. "Service Offshoring and Productivity: Evidence from the US," The World Economy, Wiley Blackwell, vol. 32(2), pages 203-220, February.
    10. Bart Los & Marcel P. Timmer & Gaaitzen J. Vries, 2015. "How Global Are Global Value Chains? A New Approach To Measure International Fragmentation," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 66-92, January.
    11. Almas Heshmati & Masoomeh Rashidghalam, 2020. "Estimation of technical change and TFP growth based on observable technology shifters," Journal of Productivity Analysis, Springer, vol. 53(1), pages 21-36, February.
    12. Haoliang Zhu, 2021. "The impact of imported intermediate inputs on the skill structure of labor demand," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(2), pages 178-202, February.
    13. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Measures of Participation in Global Value Chains and Global Business Cycles," NBER Working Papers 23222, National Bureau of Economic Research, Inc.
    14. Aleksandra Kordalska & Joanna Wolszczak-Derlacz & Aleksandra Parteka, 2016. "Global value chains and productivity gains: a cross-country analysis," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 41, pages 11-28.
    15. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    16. Mary Amiti & Shang-Jin Wei, 2009. "Does Service Offshoring Lead to Job Losses? Evidence from the United States," NBER Chapters, in: International Trade in Services and Intangibles in the Era of Globalization, pages 227-243, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    total factor productivity; international outsourcing; technical change; JEL Category : D24; O47; F14;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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