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Challenges of working with the Chinese NBS firm-level data

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  • Loren BRANDT
  • Johannes VAN BIESEBROECK
  • Yifan ZHANG

Abstract

Over the reform period, industry has been the source of forty percent of GDP, and has contributed 90% of China’s exports. Annual firm level surveys that begin in 1992, along with industry-wide census in 1995, 2004 and 2008 are rich sources of data on firms’ actions in this important sector. It is well-known that working with Chinese data requires overcoming challenging measurement issues. Macroeconomic series are often suspected to suffer from political interference or reporting biases that stem from political incentives. Working with the firm-level data has its own challenges. Making sure that comparisons over time are consistent is perhaps the most difficult and pervasive issue. This is because of sampling as well as measurement issues for key variables, such as ownership type, real output, value-added, wages, and the capital stock. These problems are apparent, for example, in discrepancies between the evolution of aggregates from the firm-level data and aggregate statistics in the national income accounts. In this paper, we provide an introduction to these data sets. We discuss and illustrate several of the issues that make comparability over time difficult and we suggest solutions for many of them. The importance of a particular measurement issue often depends on the exact application. We illustrate this point by tracing the evolution of the relative productivity level of entrants and incumbents over time, trying to distinguish between changes in actual performance and changes driven by measurement problems. We conclude by identifying a few promising areas of future research and margins on which collaboration among users to improve these data might be beneficial.

Suggested Citation

  • Loren BRANDT & Johannes VAN BIESEBROECK & Yifan ZHANG, 2014. "Challenges of working with the Chinese NBS firm-level data," Working Papers of Department of Economics, Leuven ces14.15, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
  • Handle: RePEc:ete:ceswps:ces14.15
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    References listed on IDEAS

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    1. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2009. "Measuring and Analyzing Cross-country Differences in Firm Dynamics," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 15-76, National Bureau of Economic Research, Inc.
    2. Philippe Aghion & Jing Cai & Mathias Dewatripont & Luosha Du & Ann Harrison & Patrick Legros, 2022. "Industrial Policy and Competition," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 15, pages 349-380, World Scientific Publishing Co. Pte. Ltd..
    3. Hang Gao & Johannes Van Biesebroeck, 2014. "Effects of Deregulation and Vertical Unbundling on the Performance of China's Electricity Generation Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 62(1), pages 41-76, March.
    4. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    5. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    6. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    7. Wang, Yuanyuan & You, Jing, 2012. "Corruption and firm growth: Evidence from China," China Economic Review, Elsevier, vol. 23(2), pages 415-433.
    8. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2010. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 822-842, November.
    9. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    10. Alwyn Young, 2003. "Gold into Base Metals: Productivity Growth in the People's Republic of China during the Reform Period," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1220-1261, December.
    11. Dougherty, Sean & Herd, Richard & He, Ping, 2007. "Has a private sector emerged in China's industry? Evidence from a quarter of a million Chinese firms," China Economic Review, Elsevier, vol. 18(3), pages 309-334.
    12. Jeon, Yongbok & Park, Byung Il & Ghauri, Pervez N., 2013. "Foreign direct investment spillover effects in China: Are they different across industries with different technological levels?," China Economic Review, Elsevier, vol. 26(C), pages 105-117.
    13. Gary Jefferson & Thomas Rawski & Yifan Zhang, 2008. "Productivity growth and convergence across China's industrial economy," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 6(2), pages 121-140.
    14. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Producer Dynamics: New Evidence from Micro Data," NBER Books, National Bureau of Economic Research, Inc, number dunn05-1, March.
    15. repec:rre:publsh:v:38:y:2008:i:3:p:361-79 is not listed on IDEAS
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