IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/50945.html
   My bibliography  Save this paper

A Review and Reflection on the Use and Abuse of Chinese Industrial Enterprises Database

Author

Listed:
  • Nie, Huihua
  • Jiang, Ting
  • Yang, Rudai

Abstract

Empirical research has called for intensive use of disaggregated data. One of the most heavily used data set in studying the corporate behavior and performance in China is Chinese Industrial Enterprises Database. As we will show, this data set suffers from data matching problems as well as measurement errors, unrealistic outliers and definition ambiguities etc., all of which practically lead to research results thereupon that are at best questionable. In this article, we briefly summarize the data set, selectively review its uses in previous studies, address some critical issues regarding its usage, and propose some remedies and recommendations.

Suggested Citation

  • Nie, Huihua & Jiang, Ting & Yang, Rudai, 2012. "A Review and Reflection on the Use and Abuse of Chinese Industrial Enterprises Database," MPRA Paper 50945, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:50945
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/50945/1/MPRA_paper_50945.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    2. Lu, Jiangyong & Tao, Zhigang, 2009. "Trends and determinants of China's industrial agglomeration," Journal of Urban Economics, Elsevier, vol. 65(2), pages 167-180, March.
    3. 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.
    4. Chunlai Chen, 2011. "Foreign Direct Investment in China," Books, Edward Elgar Publishing, number 14100.
    5. Chen, Zhihong & Ge, Ying & Lai, Huiwen, 2011. "Foreign Direct Investment and Wage Inequality: Evidence from China," World Development, Elsevier, vol. 39(8), pages 1322-1332, August.
    6. Yu Sheng & Chunlai Chen & Christopher Findlay, 2011. "Impact of FDI on Domestic Firms' Exports in China," School of Economics and Public Policy Working Papers 2011-15, University of Adelaide, School of Economics and Public Policy.
    7. Jefferson, Gary H. & Su, Jian, 2006. "Privatization and restructuring in China: Evidence from shareholding ownership, 1995-2001," Journal of Comparative Economics, Elsevier, vol. 34(1), pages 146-166, March.
    8. Dai, Mi & Maitra, Madhura & Yu, Miaojie, 2016. "Unexceptional exporter performance in China? The role of processing trade," Journal of Development Economics, Elsevier, vol. 121(C), pages 177-189.
    9. Cull, Robert & Xu, Lixin Colin & Zhu, Tian, 2009. "Formal finance and trade credit during China's transition," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 173-192, April.
    10. Dong, Xiao-yuan & Xu, Lixin Colin, 2009. "Labor restructuring in China: Toward a functioning labor market," Journal of Comparative Economics, Elsevier, vol. 37(2), pages 287-305, June.
    11. 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.
    12. Hongbin Cai & Qiao Liu, 2009. "Competition and Corporate Tax Avoidance: Evidence from Chinese Industrial Firms," Economic Journal, Royal Economic Society, vol. 119(537), pages 764-795, April.
    13. Bai, Chong-En & Lu, Jiangyong & Tao, Zhigang, 2009. "How does privatization work in China?," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 453-470, September.
    14. 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.
    15. Tong, Sarah Y., 2009. "Why privatize or why not? Empirical evidence from China's SOEs reform," China Economic Review, Elsevier, vol. 20(3), pages 402-413, September.
    16. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    17. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    18. Miaojie Yu, 2010. "Processing Trade, Firm's Productivity, and Tariff Reductions : Evidence from Chinese Products," Macroeconomics Working Papers 22799, East Asian Bureau of Economic Research.
    19. Xu, Xinpeng & Sheng, Yu, 2012. "Productivity Spillovers from Foreign Direct Investment: Firm-Level Evidence from China," World Development, Elsevier, vol. 40(1), pages 62-74.
    20. 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.
    21. Lu, Jiangyong & Tao, Zhigang & Yang, Zhi, 2010. "The costs and benefits of government control: Evidence from China's collectively-owned enterprises," China Economic Review, Elsevier, vol. 21(2), pages 282-292, June.
    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. Bin, Peng & Chen, Xiaolan & Fracasso, Andrea & Tomasi, Chiara, 2018. "Resource allocation and productivity across provinces in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 103-113.
    2. Wenjing Duan & Pedro S. Martins, 2022. "Rent sharing in China: Magnitude, heterogeneity and drivers," British Journal of Industrial Relations, London School of Economics, vol. 60(1), pages 176-219, March.
    3. Wang, Wei & Ma, Hao, 2018. "Export strategy, export intensity and learning: Integrating the resource perspective and institutional perspective," Journal of World Business, Elsevier, vol. 53(4), pages 581-592.
    4. Lily H. Fang & Josh Lerner & Chaopeng Wu, 2017. "Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2446-2477.
    5. Maogang Tang & Ruihan Zhang & Zhen Li & Baijun Wu, 2021. "Assessing the impact of tradable discharge permit on pollution reduction and innovation: micro-evidence from Chinese industrial enterprises," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16911-16933, November.
    6. Marco Bee & Maria Michela Dickson & Flavio Santi, 2018. "Likelihood-based risk estimation for variance-gamma models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 27(1), pages 69-89, March.
    7. Li, Li, 2018. "Private sector participation and performance of county water utilities in China," China Economic Review, Elsevier, vol. 52(C), pages 30-53.
    8. Zhang, Qiong & Shi, Yupeng & He, Angda & Wen, Xueting, 2017. "Property rights security and firm survival: Micro-data evidence from China," China Economic Review, Elsevier, vol. 44(C), pages 296-310.
    9. Ankai Xu, 2016. "Environmental regulations and competitiveness: evidence based on Chinese firm data," CIES Research Paper series 47-2016, Centre for International Environmental Studies, The Graduate Institute.
    10. Pedro Naso & Yi Huang Author Name: Tim Swanson, 2017. "The Porter Hypothesis Goes to China: Spatial Development, Environmental Regulation and Productivity," CIES Research Paper series 53-2017, Centre for International Environmental Studies, The Graduate Institute.
    11. Rudai Yang & Canfei He, 2014. "The productivity puzzle of Chinese exporters: Perspectives of local protection and spillover effects," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 367-384, June.
    12. Weng, Qian & Söderbom, Måns, 2018. "Is R&D cash flow sensitive? Evidence from Chinese industrial firms," China Economic Review, Elsevier, vol. 47(C), pages 77-95.
    13. Jiao Wang & Ying Long, 2016. "Baseline Water Stress: China," Working Papers id:10948, eSocialSciences.
    14. Wu, Yiyun & Zhu, Xiwei, 2017. "Why Geographic Dispersion Before Its Time: Industrial Policy and Economic Geography in the People’s Republic of China," ADBI Working Papers 633, Asian Development Bank Institute.
    15. Lin, Yatang & Qin, Yu & Xie, Zhuan, 2021. "Does foreign technology transfer spur domestic innovation? Evidence from the high-speed rail sector in China," Journal of Comparative Economics, Elsevier, vol. 49(1), pages 212-229.
    16. François Chimits, 2023. "What Do We Know About Chinese Industrial Subsidies?," CEPII Policy Brief 2023-42, CEPII research center.
    17. Dang, Jianwei & Motohashi, Kazuyuki, 2015. "Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality," China Economic Review, Elsevier, vol. 35(C), pages 137-155.
    18. Bing Li & Linyue Li & Rou Li & Yunsong Yue, 2023. "Internet and firms’ exports and imports: Firm level evidence from China," The World Economy, Wiley Blackwell, vol. 46(3), pages 835-872, March.
    19. Lin Zhou & Jianglong Li & Yangqing Dan & Chunping Xie & Houyin Long & Hongxun Liu, 2019. "Entering and Exiting: Productivity Evolution of Energy Supply in China," Sustainability, MDPI, vol. 11(4), pages 1-19, February.
    20. Gabriella Berloffa & Eleonora Matteazzi & Paola Villa, 2017. "The intergenerational transmission of worklessness in Europe.The role of fathers and mothers," DEM Working Papers 2017/04, Department of Economics and Management.
    21. Weijiang Li & Jiahong Wen & Bo Xu & Xiande Li & Shiqiang Du, 2018. "Integrated Assessment of Economic Losses in Manufacturing Industry in Shanghai Metropolitan Area Under an Extreme Storm Flood Scenario," Sustainability, MDPI, vol. 11(1), pages 1-19, December.
    22. Du, Jun & Liu, Xiaoxuan & Zhou, Ying, 2014. "State advances and private retreats? — Evidence of aggregate productivity decomposition in China," China Economic Review, Elsevier, vol. 31(C), pages 459-474.
    23. Gabriella Berloffa & Eleonora Matteazzi & Alina Şandor & Paola Villa, 2019. "The quality of employment in the early labour market experience of young Europeans," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 43(6), pages 1549-1575.
    24. Gu, Shijun & Jia, Chengcheng, 2022. "Firm dynamics and SOE transformation during China’s Economic Reform," Journal of International Money and Finance, Elsevier, vol. 127(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. Weng, Qian & Söderbom, Måns, 2018. "Is R&D cash flow sensitive? Evidence from Chinese industrial firms," China Economic Review, Elsevier, vol. 47(C), pages 77-95.
    2. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    3. Jaime Santos-Reyes, 2020. "Using Logistic Regression to Identify Leading Factors to Prepare for an Earthquake Emergency during Daytime and Nighttime: The Case of Mass Earthquake Drills," Sustainability, MDPI, vol. 12(23), pages 1-25, November.
    4. Cheng, Dong & Yu, Jian & Zhang, Dayong & Zheng, Wenping, 2020. "Is heterogeneous capital depreciation important for estimating firm-level productivity? Evidence from Chinese manufacturing firms," Research in International Business and Finance, Elsevier, vol. 52(C).
    5. Fan, Haichao & Lai, Edwin L.-C. & Li, Yao Amber, 2015. "Credit constraints, quality, and export prices: Theory and evidence from China," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 390-416.
    6. Daniel Berkowitz & Hong Ma & Shuichiro Nishioka, 2017. "Recasting the Iron Rice Bowl: The Reform of China's State-Owned Enterprises," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 735-747, July.
    7. Rudai Yang & Canfei He, 2014. "The productivity puzzle of Chinese exporters: Perspectives of local protection and spillover effects," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 367-384, June.
    8. Peixin Li & Lixia Li & Xueliang Zhang, 2019. "Regional Inequality of Firms’ Export Opportunity in China: Geographical Location and Economic Openness," Sustainability, MDPI, vol. 12(1), pages 1-16, December.
    9. Mayneris, Florian & Poncet, Sandra & Zhang, Tao, 2018. "Improving or disappearing: Firm-level adjustments to minimum wages in China," Journal of Development Economics, Elsevier, vol. 135(C), pages 20-42.
    10. Ito, Banri & Xu, Zhaoyuan & Yashiro, Naomitsu, 2015. "Does agglomeration promote internationalization of Chinese firms?," China Economic Review, Elsevier, vol. 34(C), pages 109-121.
    11. Antonio Rodriguez-Lopez & Miaojie Yu, 2017. "All-Around Trade Liberalization and Firm-Level Employment: Theory and Evidence from China," CESifo Working Paper Series 6710, CESifo.
    12. Yue Jin & Chen Chen & Zhanyi Shi, 2021. "Spillover Effect of FDI on Food Exports: Based on Firm-Level Analysis in China," Sustainability, MDPI, vol. 13(9), pages 1-20, April.
    13. Sun, Churen & Yu, Zhihao & Zhang, Tao, 2012. "Agglomeration and Trade with Heterogeneous Firms," MPRA Paper 49001, University Library of Munich, Germany, revised 17 Aug 2013.
    14. Fabrice Defever & Alejandro Riaño, 2012. "China's Pure Exporter Subsidies," CEP Discussion Papers dp1182, Centre for Economic Performance, LSE.
    15. Rickne, Johanna, 2013. "Labor market conditions and social insurance in China," China Economic Review, Elsevier, vol. 27(C), pages 52-68.
    16. Marco Bee & Maria Michela Dickson & Flavio Santi, 2018. "Likelihood-based risk estimation for variance-gamma models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 27(1), pages 69-89, March.
    17. Dong Cheng & Zhongzhong Hu & Yong Tan, 2021. "Heterogeneous impacts of finance on firm exports: Evidence from export deregulation in a large developing country," The World Economy, Wiley Blackwell, vol. 44(11), pages 3326-3350, November.
    18. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    19. Fang, Jing & He, Hui & Li, Nan, 2020. "China's rising IQ (Innovation Quotient) and growth: Firm-level evidence," Journal of Development Economics, Elsevier, vol. 147(C).
    20. Bin, Peng & Chen, Xiaolan & Fracasso, Andrea & Tomasi, Chiara, 2018. "Resource allocation and productivity across provinces in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 103-113.

    More about this item

    Keywords

    Firm-level data; Industrial enterprises; Microeconometrics; Manufacturing sector; Productivity;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General

    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:pra:mprapa:50945. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.