IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0300126.html

The influence of biased technical progress on employment scale of the circulation industry: Evidence from China

Author

Listed:
  • Zhenqiu Wu
  • Biqing Yue
  • Yue Dai
  • Yujin Ge
  • Guangmei Lu
  • Fei Zu

Abstract

As a leading industry in the national economy, circulation industry can not only guide production and consumption, but also play a vital role in absorbing employment. With the progress of science and technology, technical change has penetrated into the circulation industry of China, which has not only improved its development, but also affected its employment. This paper uses the standardized supply-side system approach to measure the biased technical progress of circulation industry in China and investigates the influence of the biased technical progress index on the employment scale of circulation industry in China with panel regression model. We find that the overall technical progress in China’s circulation industry during 2004–2018 is biased toward capital, and the elasticity of substitution between capital and labor is less than 1. We also find capital-biased technical progress in China’s circulation industry is negatively related to the overall employment scale of circulation industry. The heterogeneity analysis indicates that the employment of non-state-owned units in circulation industry is significantly negatively affected by capital-biased technical progress, while state-owned units doesn’t.

Suggested Citation

  • Zhenqiu Wu & Biqing Yue & Yue Dai & Yujin Ge & Guangmei Lu & Fei Zu, 2024. "The influence of biased technical progress on employment scale of the circulation industry: Evidence from China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-25, March.
    • Handle: RePEc:plo:pone00:0300126
    DOI: 10.1371/journal.pone.0300126
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0300126
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0300126&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0300126?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. William D. Nordhaus, 1973. "Some Skeptical Thoughts on the Theory of Induced Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(2), pages 208-219.
    2. William Blankenau & Steven Cassou, 2011. "Industry estimates of the elasticity of substitution and the rate of biased technological change between skilled and unskilled labour," Applied Economics, Taylor & Francis Journals, vol. 43(23), pages 3129-3142.
    3. 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.
    4. Li, Jiaman & Dong, Kangyin & Dong, Xiucheng, 2022. "Green energy as a new determinant of green growth in China: The role of green technological innovation," Energy Economics, Elsevier, vol. 114(C).
    5. Xiyue Zhang & Fangcheng Sun & Huaizu Wang & Yi Qu, 2020. "Green Biased Technical Change in Terms of Industrial Water Resources in China’s Yangtze River Economic Belt," IJERPH, MDPI, vol. 17(8), pages 1-20, April.
    6. Rainer Klump & Peter McAdam & Alpo Willman, 2007. "Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 183-192, February.
    7. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    8. Klump, Rainer & McAdam, Peter & Willman, Alpo, 2004. "Factor substitution and factor augmenting technical progress in the US: a normalized supply-side system approach," Working Paper Series 367, European Central Bank.
    9. Dou, Yue & Zhao, Jun & Dong, Xiucheng & Dong, Kangyin, 2021. "Quantifying the impacts of energy inequality on carbon emissions in China: A household-level analysis," Energy Economics, Elsevier, vol. 102(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Hao & Wang, Feng & Fan, Wenna & Jiang, Hongfei & Ling, Rui & Liu, Juan, 2025. "Estimation of capital stock and the elasticity of capital-labor substitution in provincial industries in China," International Review of Economics & Finance, Elsevier, vol. 102(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. McAdam, Peter & Muck, Jakub & Growiec, Jakub, 2015. "Will the true labor share stand up?," Working Paper Series 1806, European Central Bank.
    2. Growiec, Jakub & Mućk, Jakub, 2020. "Isoelastic Elasticity Of Substitution Production Functions," Macroeconomic Dynamics, Cambridge University Press, vol. 24(7), pages 1597-1634, October.
    3. Knoblach, Michael & Rößler, Martin & Zwerschke, Patrick, 2016. "The Elasticity of Factor Substitution Between Capital and Labor in the U.S. Economy: A Meta-Regression Analysis," CEPIE Working Papers 03/16, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
    4. Kenneth G. Stewart & Jiang Li, 2018. "Are factor biases and substitution identifiable? The Canadian evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 528-548, May.
    5. Kenneth G. Stewart, 2018. "Normalized CES supply systems: Replication of Klump, McAdam, and Willman (2007)," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(2), pages 290-296, March.
    6. Jakub Growiec & Anna Pajor & Dorota Gorniak & Artur Predki, 2015. "The shape of aggregate production functions: evidence from estimates of the World Technology Frontier," Bank i Kredyt, Narodowy Bank Polski, vol. 46(4), pages 299-326.
    7. Robert Z. Lawrence, 2015. "Recent Declines in Labor's Share in US Income: A Preliminary Neoclassical Account," Working Paper Series WP15-10, Peterson Institute for International Economics.
    8. Jakub Growiec, 2013. "On the measurement of technological progress across countries," Bank i Kredyt, Narodowy Bank Polski, vol. 44(5), pages 467-504.
    9. Growiec, Jakub & McAdam, Peter & Mućk, Jakub, 2018. "Endogenous labor share cycles: Theory and evidence," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 74-93.
    10. Hideyuki Mizobuchi, 2015. "Multiple Directions for Measuring Biased Technical Change," CEPA Working Papers Series WP092015, School of Economics, University of Queensland, Australia.
    11. Takuma Kunieda & Akihisa Shibata, 2024. "Insurance against Aggregate Shocks," KIER Working Papers 1102, Kyoto University, Institute of Economic Research.
    12. Irmen, Andreas, 2018. "A Generalized Steady-State Growth Theorem," Macroeconomic Dynamics, Cambridge University Press, vol. 22(4), pages 779-804, June.
    13. Havranek, Tomas & Irsova, Zuzana & Gechert, Sebastian & Kolcunova, Dominika, 2019. "Death to the Cobb-Douglas Production Function? A Meta-Analysis of the Capital-Labor Substitution Elasticity," MetaArXiv 6um5g, Center for Open Science.
    14. Ma, Chunbo & Stern, David I., 2016. "Long-run estimates of interfuel and interfactor elasticities," Resource and Energy Economics, Elsevier, vol. 46(C), pages 114-130.
    15. Ostry, Jonathan D. & Espinoza, Raphael & Papageorgiou, Chris, 2019. "The Armistice of the Sexes: Gender Complementarities in the Production Function," CEPR Discussion Papers 13792, Centre for Economic Policy Research.
    16. Bertinelli, Luisito & Cardi, Olivier & Restout, Romain, 2022. "Labor market effects of technology shocks biased toward the traded sector," Journal of International Economics, Elsevier, vol. 138(C).
    17. Jeffrey G. Woods, 2017. "The Effect of Technological Change on the Task Structure of Jobs and the Capital-Labor Trade-Off in US Production," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 739-757, June.
    18. Jon Fiva & Gisle Natvik, 2013. "Do re-election probabilities influence public investment?," Public Choice, Springer, vol. 157(1), pages 305-331, October.
    19. Ezra Oberfield & Devesh Raval, 2012. "Micro Data and the Macro Elasticity of Substitution," Working Papers 12-05, Center for Economic Studies, U.S. Census Bureau.
    20. Berthold Herrendorf & Christopher Herrington & Ákos Valentinyi, 2015. "Sectoral Technology and Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 104-133, October.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0300126. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.