IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v87y2023ipbs0038012123000940.html
   My bibliography  Save this article

Do China's anti-corruption efforts improve corporate productivity? A difference-in-difference exploration of Chinese listed enterprises

Author

Listed:
  • Tao, Miaomiao
  • Dagestani, Abd Alwahed
  • Goh, Lim Thye
  • Zheng, Yuhang
  • Le, Wen

Abstract

Corruption affects corporate investment and diverts resources away from growth-improving factors, including R&D activities and human capital, thereby lowering productivity. Using a time-varying difference-in-differences approach, we identified the causal effect of China's anti-corruption campaign on corporate productivity during 2011–2021. The findings uncovered that China's anti-corruption campaign increased corporate productivity by approximately 18.43%. Results from heterogeneity analysis showed that the promoting effect was particularly significant in non-state-owned firms, firms without political ties, and firms in areas with weak legal systems. Additional mechanism analysis revealed that firm productivity could be significantly boosted by improving resource allocation efficiency and advancing technological innovation.

Suggested Citation

  • Tao, Miaomiao & Dagestani, Abd Alwahed & Goh, Lim Thye & Zheng, Yuhang & Le, Wen, 2023. "Do China's anti-corruption efforts improve corporate productivity? A difference-in-difference exploration of Chinese listed enterprises," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    • Handle: RePEc:eee:soceps:v:87:y:2023:i:pb:s0038012123000940
    DOI: 10.1016/j.seps.2023.101594
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012123000940
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2023.101594?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    2. Dincer, Oguzhan, 2019. "Does corruption slow down innovation? Evidence from a cointegrated panel of U.S. states," European Journal of Political Economy, Elsevier, vol. 56(C), pages 1-10.
    3. Xu, Gang & Yano, Go, 2017. "How does anti-corruption affect corporate innovation? Evidence from recent anti-corruption efforts in China," Journal of Comparative Economics, Elsevier, vol. 45(3), pages 498-519.
    4. Fuhai Hong & Tat-How Teh, 2019. "Bureaucratic Shirking, Corruption, and Firms’ Environmental Investment and Abatement," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(2), pages 505-538, October.
    5. Li, Zhimin & Cheng, Lei, 2020. "What do private firms do after losing political capital? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 60(C).
    6. Cristiano Antonelli & Dominique Foray & Bronwyn H. Hall & W. Edward Steinmueller (ed.), 2006. "New Frontiers in the Economics of Innovation and New Technology," Books, Edward Elgar Publishing, number 3286.
    7. Jakob Svensson, 2005. "Eight Questions about Corruption," Journal of Economic Perspectives, American Economic Association, vol. 19(3), pages 19-42, Summer.
    8. Ren, Yi-Shuai & Ma, Chao-Qun & Apergis, Nicholas & Sharp, Basil, 2021. "Responses of carbon emissions to corruption across Chinese provinces," Energy Economics, Elsevier, vol. 98(C).
    9. Paulo Macas Nunes & Tiago Neves Sequeira & Zelia Serrasqueiro, 2007. "Firms' leverage and labour productivity: a quantile approach in Portuguese firms," Applied Economics, Taylor & Francis Journals, vol. 39(14), pages 1783-1788.
    10. Dong, Bin & Chen, Yizi & Fan, Cunbin, 2022. "Local corruption and dividend policy: Evidence from China," Finance Research Letters, Elsevier, vol. 47(PB).
    11. Zhang, Yue-Jun & Jin, Yan-Lin & Chevallier, Julien & Shen, Bo, 2016. "The effect of corruption on carbon dioxide emissions in APEC countries: A panel quantile regression analysis," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 220-227.
    12. Nguyen, Thuy Thu & van Dijk, Mathijs A., 2012. "Corruption, growth, and governance: Private vs. state-owned firms in Vietnam," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2935-2948.
    13. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    14. Hadjila Krifa-Schneider & Iuliana Matei & Abdul Sattar, 2022. "FDI, corruption and financial development around the world: A panel non-linear approach," Post-Print hal-04085351, HAL.
    15. Cao, Xiaping & Wang, Yuchen & Zhou, Sili, 2018. "Anti-corruption campaigns and corporate information release in China," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 186-203.
    16. Zhou, Mengling & Wang, Bing & Chen, Zhongfei, 2020. "Has the anti-corruption campaign decreased air pollution in China?," Energy Economics, Elsevier, vol. 91(C).
    17. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    18. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2020. "Country governance, corruption, and the likelihood of firms’ innovation," Economic Modelling, Elsevier, vol. 92(C), pages 326-338.
    19. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    20. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    21. 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.
    22. Sheng, Yu & Song, Ligang, 2013. "Re-estimation of firms' total factor productivity in China's iron and steel industry," China Economic Review, Elsevier, vol. 24(C), pages 177-188.
    23. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    24. Mo, Pak Hung, 2001. "Corruption and Economic Growth," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 66-79, March.
    25. Rock, Michael T. & Bonnett, Heidi, 2004. "The Comparative Politics of Corruption: Accounting for the East Asian Paradox in Empirical Studies of Corruption, Growth and Investment," World Development, Elsevier, vol. 32(6), pages 999-1017, June.
    26. Tian, Xu & Yu, Xiaohua, 2012. "The Enigmas of TFP in China: A meta-analysis," China Economic Review, Elsevier, vol. 23(2), pages 396-414.
    27. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    28. 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.
    29. Krifa-Schneider, Hadjila & Matei, Iuliana & Sattar, Abdul, 2022. "FDI, corruption and financial development around the world: A panel non-linear approach," Economic Modelling, Elsevier, vol. 110(C).
    30. Ding, Sai & Kim, Minjoo & Zhang, Xiao, 2018. "Do firms care about investment opportunities? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 214-237.
    31. M. Niaz Asadullah & N N Tarun Chakravorty, 2019. "Growth, governance and corruption in Bangladesh: a re-assessment," Third World Quarterly, Taylor & Francis Journals, vol. 40(5), pages 947-965, May.
    32. Bulte, Erwin H. & Damania, Richard & Lopez, Ramon, 2007. "On the gains of committing to inefficiency: Corruption, deforestation and low land productivity in Latin America," Journal of Environmental Economics and Management, Elsevier, vol. 54(3), pages 277-295, November.
    33. Wu, Jiamei & Chen, Zhibin & Guo, Chong, 2022. "How does anti-corruption affect green innovation? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 405-424.
    34. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    35. R. David Mclean & Tianyu Zhang & Mengxin Zhao, 2012. "Why Does the Law Matter? Investor Protection and Its Effects on Investment, Finance, and Growth," Journal of Finance, American Finance Association, vol. 67(1), pages 313-350, February.
    36. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    37. Siyu Ren & Yu Hao & Haitao Wu, 2022. "How Does Green Investment Affect Environmental Pollution? Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(1), pages 25-51, January.
    38. Wang, Shuhong & Zhao, Danqing & Chen, Hanxue, 2020. "Government corruption, resource misallocation, and ecological efficiency," Energy Economics, Elsevier, vol. 85(C).
    39. Hadjila Krifa-Schneider & Iuliana Matei & Abdul Sattar, 2022. "FDI, corruption and financial development around the world: A panel non-linear approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04085351, HAL.
    40. Cole, Matthew A., 2007. "Corruption, income and the environment: An empirical analysis," Ecological Economics, Elsevier, vol. 62(3-4), pages 637-647, May.
    41. Mohammad, Shoeb & Husted, Bryan W., 2021. "Innovation, new ventures, and corruption: Evidence from India," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    42. Guo, Jing & Wang, Yanan & Yang, Wei, 2021. "China's anti-corruption shock and resource reallocation in the energy industry," Energy Economics, Elsevier, vol. 96(C).
    43. Sandra Sequeira, 2016. "Corruption, Trade Costs, and Gains from Tariff Liberalization: Evidence from Southern Africa," American Economic Review, American Economic Association, vol. 106(10), pages 3029-3063, October.
    44. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    45. Fan, Joseph P.H. & Rui, Oliver Meng & Zhao, Mengxin, 2008. "Public governance and corporate finance: Evidence from corruption cases," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 343-364, September.
    46. Brzić, Barbara & Dabić, Marina & Kukura, Frane & Podobnik, Boris, 2021. "The effects of corruption and the fraction of private ownership on the productivity of telecommunication companies," Technology in Society, Elsevier, vol. 65(C).
    47. Ruixue Jia & Masayuki Kudamatsu & David Seim, 2015. "Political Selection In China: The Complementary Roles Of Connections And Performance," Journal of the European Economic Association, European Economic Association, vol. 13(4), pages 631-668, August.
    48. Beck, Paul J. & Maher, Michael W., 1986. "A comparison of bribery and bidding in thin markets," Economics Letters, Elsevier, vol. 20(1), pages 1-5.
    49. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    50. 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.
    51. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    52. Demir, Firat & Hu, Chenghao & Liu, Junyi & Shen, Hewei, 2022. "Local corruption, total factor productivity and firm heterogeneity: Empirical evidence from Chinese manufacturing firms," World Development, Elsevier, vol. 151(C).
    53. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    54. Na Lu & Jiahui Wu & Ziming Liu, 2022. "How Does Green Finance Reform Affect Enterprise Green Technology Innovation? Evidence from China," Sustainability, MDPI, vol. 14(16), pages 1-22, August.
    55. Lui, Francis T, 1985. "An Equilibrium Queuing Model of Bribery," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 760-781, August.
    56. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    57. Kong, Dongmin & Wang, Li & Wang, Maobin, 2017. "Effects of anti-corruption on firm performance: Evidence from a quasi-natural experiment in China," Finance Research Letters, Elsevier, vol. 23(C), pages 190-195.
    58. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    59. Cooray, Arusha & Dzhumashev, Ratbek, 2018. "The effect of corruption on labour market outcomes," Economic Modelling, Elsevier, vol. 74(C), pages 207-218.
    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. Tao, Miaomiao, 2024. "Dynamics between electric vehicle uptake and green development: Understanding the role of local government competition," Transport Policy, Elsevier, vol. 146(C), pages 227-240.

    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. Kong, Dongmin & Tao, Yunqing & Wang, Yanan, 2020. "China's anti-corruption campaign and firm productivity: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 63(C).
    2. Lu, Jiankun & Zhang, Hongsheng & Meng, Bo, 2021. "Corruption, firm productivity, and gains from import liberalization in China," Economic Modelling, Elsevier, vol. 101(C).
    3. Zhou, Mengling & Wang, Bing & Chen, Zhongfei, 2020. "Has the anti-corruption campaign decreased air pollution in China?," Energy Economics, Elsevier, vol. 91(C).
    4. He, Wenjian & Chen, Xiaoyang & Liu, Zhiyong John, 2022. "Can anti-corruption help realize the “strong” Porter Hypothesis in China? Evidence from Chinese manufacturing enterprises," Journal of Asian Economics, Elsevier, vol. 80(C).
    5. Guo, Jing & Wang, Yanan & Yang, Wei, 2021. "China's anti-corruption shock and resource reallocation in the energy industry," Energy Economics, Elsevier, vol. 96(C).
    6. Feng, Qianbin & Hu, Xiao & Deng, Xinyi & Lu, Jun, 2023. "Anti-corruption campaign and capacity utilization of state-owned enterprises: Evidence from China’s central committee inspection," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 319-346.
    7. Kong, Dongmin & Zhu, Ling & Wang, Xin, 2022. "Anti-corruption and CEO compensation: Evidence from a natural experiment in China," Economic Modelling, Elsevier, vol. 106(C).
    8. Demir, Firat & Hu, Chenghao & Liu, Junyi & Shen, Hewei, 2022. "Local corruption, total factor productivity and firm heterogeneity: Empirical evidence from Chinese manufacturing firms," World Development, Elsevier, vol. 151(C).
    9. Boubaker, Sabri & Liu, Pei-Zhi & Ren, Yi-Shuai & Ma, Chao-Qun, 2024. "Do anti-corruption campaigns affect corporate environmental responsibility? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    10. Cai, Weixing & Hu, Feng & Xu, Fangming & Zheng, Liyi, 2022. "Anti-corruption campaign and corporate cash holdings: Evidence from China," Emerging Markets Review, Elsevier, vol. 51(PA).
    11. Yan Leung Cheung & P. Raghavendra Rau & Aris Stouraitis, 2012. "How much do firms pay as bribes and what benefits do they get? Evidence from corruption cases worldwide," NBER Working Papers 17981, National Bureau of Economic Research, Inc.
    12. Li, Guangzi & Chan, Kam C., 2021. "Anti-corruption intensity and loan contracting: Evidence from non-state owned firms in China," Emerging Markets Review, Elsevier, vol. 49(C).
    13. Ferris, Stephen P. & Hanousek, Jan & Tresl, Jiri, 2021. "Corporate profitability and the global persistence of corruption," Journal of Corporate Finance, Elsevier, vol. 66(C).
    14. Yan-Leung Cheung & P. Raghavendra Rau & Aris Stouraitis, 2021. "What Determines the Return to Bribery? Evidence from Corruption Cases Worldwide," Management Science, INFORMS, vol. 67(10), pages 6235-6265, October.
    15. Andrew Hodge & Sriram Shankar & D. S. Prasada Rao & Alan Duhs, 2011. "Exploring the Links Between Corruption and Growth," Review of Development Economics, Wiley Blackwell, vol. 15(3), pages 474-490, August.
    16. Zhao, Renjie & Chen, Jie & Feng, Chen & Zhong, Shihu, 2020. "The impact of anti-corruption measures on land supply and the associated implications: The case of China," Land Use Policy, Elsevier, vol. 95(C).
    17. Kong, Gaowen & Wang, Shuai & Wang, Yanan, 2022. "Fostering firm productivity through green finance: Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 115(C).
    18. Xie, Jun & Zhang, Yifan, 2020. "Anti-corruption, government intervention, and corporate cash holdings: Evidence from China," Economic Systems, Elsevier, vol. 44(1).
    19. Hanousek, Jan & Shamshur, Anastasiya & Tresl, Jiri, 2019. "Firm efficiency, foreign ownership and CEO gender in corrupt environments," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 344-360.
    20. Bin Dong & Benno Torgler, 2010. "The Consequences of Corruption: Evidence from China," Working Papers 2010.73, Fondazione Eni Enrico Mattei.

    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:eee:soceps:v:87:y:2023:i:pb:s0038012123000940. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.