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GDP management to meet or beat growth targets

Author

Listed:
  • Lyu, Changjiang
  • Wang, Kemin
  • Zhang, Frank
  • Zhang, Xin

Abstract

We apply the discontinuity methodology from the accounting literature to a political economy setting of GDP reporting and examine whether Chinese local governments manage regional GDP numbers. We find strong evidence of discontinuities around zero in the distribution of actual minus target GDP growth rates. The frequencies of just meeting or beating GDP growth targets are about five (four) times the frequencies of just missing targets at the prefecture (province) level. The results are stronger for governors with longer tenures and those without political connections to higher-level officials as well as for local governments with more resources under their control.

Suggested Citation

  • Lyu, Changjiang & Wang, Kemin & Zhang, Frank & Zhang, Xin, 2018. "GDP management to meet or beat growth targets," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 318-338.
    • Handle: RePEc:eee:jaecon:v:66:y:2018:i:1:p:318-338
    DOI: 10.1016/j.jacceco.2018.07.001
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    as
    1. Timothy Besley & Maitreesh Ghatak, 2008. "Status Incentives," American Economic Review, American Economic Association, vol. 98(2), pages 206-211, May.
    2. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    3. Mehrotra, Aaron & Pääkkönen, Jenni, 2011. "Comparing China's GDP statistics with coincident indicators," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 406-411, September.
    4. Kiridaran Kanagaretnam & Gerald J. Lobo & Dong†Hoon Yang, 2004. "Joint Tests of Signaling and Income Smoothing through Bank Loan Loss Provisions," Contemporary Accounting Research, John Wiley & Sons, vol. 21(4), pages 843-884, December.
    5. Xu, Xianchun, 2004. "China's gross domestic product estimation," China Economic Review, Elsevier, vol. 15(3), pages 302-322.
    6. Johnson, Simon & Larson, William & Papageorgiou, Chris & Subramanian, Arvind, 2013. "Is newer better? Penn World Table Revisions and their impact on growth estimates," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 255-274.
    7. Jacob, John & Jorgensen, Bjorn N., 2007. "Earnings management and accounting income aggregation," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 369-390, July.
    8. Yaniv Konchitchki & Yan Luo & Mary L. Z. Ma & Feng Wu, 2016. "Accounting-based downside risk, cost of capital, and the macroeconomy," Review of Accounting Studies, Springer, vol. 21(1), pages 1-36, March.
    9. 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.
    10. Eric Maskin & Yingyi Qian & Chenggang Xu, 2000. "Incentives, Information, and Organizational Form," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(2), pages 359-378.
    11. Dinc, I. Serdar, 2005. "Politicians and banks: Political influences on government-owned banks in emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 453-479, August.
    12. Yongheng Deng & Randall Morck & Jing Wu & Bernard Yeung, 2011. "Monetary and Fiscal Stimuli, Ownership Structure, and China's Housing Market," NBER Working Papers 16871, National Bureau of Economic Research, Inc.
    13. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    14. Konchitchki, Yaniv & Patatoukas, Panos N., 2014. "Accounting earnings and gross domestic product," Journal of Accounting and Economics, Elsevier, vol. 57(1), pages 76-88.
    15. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    16. Daniel S. Nagin & James B. Rebitzer & Seth Sanders & Lowell J. Taylor, 2002. "Monitoring, Motivation, and Management: The Determinants of Opportunistic Behavior in a Field Experiment," American Economic Review, American Economic Association, vol. 92(4), pages 850-873, September.
    17. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    18. repec:cup:jfinqa:v:46:y:2011:i:06:p:1795-1830_00 is not listed on IDEAS
    19. Konchitchki, Yaniv, 2013. "Accounting and the Macroeconomy: The Case of Aggregate Price-Level Effects on Individual Stocks," MPRA Paper 52934, University Library of Munich, Germany.
    20. Konchitchki, Yaniv, 2011. "Inflation and Nominal Financial Reporting: Implications for Performance and Stock Prices," MPRA Paper 52928, University Library of Munich, Germany.
    21. Keidel, Albert, 2001. "China's GDP expenditure accounts," China Economic Review, Elsevier, vol. 12(4), pages 355-367.
    22. 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.
    23. repec:zbw:bofitp:2011_001 is not listed on IDEAS
    24. Ma, Ben & Song, Guojun & Zhang, Lei & Sonnenfeld, David A., 2014. "Explaining sectoral discrepancies between national and provincial statistics in China," China Economic Review, Elsevier, vol. 30(C), pages 353-369.
    25. Brian A. Jacob & Steven D. Levitt, 2003. "Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 843-877.
    26. Craig J. Chapman & Thomas J. Steenburgh, 2011. "An Investigation of Earnings Management Through Marketing Actions," Management Science, INFORMS, vol. 57(1), pages 72-92, January.
    27. Cindy Durtschi & Peter Easton, 2005. "Earnings Management? The Shapes of the Frequency Distributions of Earnings Metrics Are Not Evidence Ipso Facto," Journal of Accounting Research, Wiley Blackwell, vol. 43(4), pages 557-592, September.
    28. Burgstahler, David & Chuk, Elizabeth, 2015. "Do scaling and selection explain earnings discontinuities?," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 168-186.
    29. Nolan Kido & Reining Petacchi & Joseph Weber, 2012. "The Influence of Elections on the Accounting Choices of Governmental Entities," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 443-476, May.
    30. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
    31. Bailey, Warren & Huang, Wei & Yang, Zhishu, 2011. "Bank Loans with Chinese Characteristics: Some Evidence on Inside Debt in a State-Controlled Banking System," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1795-1830, December.
    32. Scott B. Jackson & Xiaotao (Kelvin) Liu, 2010. "The Allowance for Uncollectible Accounts, Conservatism, and Earnings Management," Journal of Accounting Research, Wiley Blackwell, vol. 48(3), pages 565-601, June.
    33. Holz, Carsten A., 2014. "The quality of China's GDP statistics," China Economic Review, Elsevier, vol. 30(C), pages 309-338.
    34. Dan S. Dhaliwal & Cristi A. Gleason & Lillian F. Mills, 2004. "Last†Chance Earnings Management: Using the Tax Expense to Meet Analysts' Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 21(2), pages 431-459, June.
    35. Bjorn N. Jorgensen & Yong Gyu Lee & Steve Rock, 2014. "The Shapes of Scaled Earnings Histograms Are Not Due to Scaling and Sample Selection: Evidence from Distributions of Reported Earnings per Share," Contemporary Accounting Research, John Wiley & Sons, vol. 31(2), pages 498-521, June.
    36. Li, Ningzhong & Richardson, Scott & Tuna, İrem, 2014. "Macro to micro: Country exposures, firm fundamentals and stock returns," Journal of Accounting and Economics, Elsevier, vol. 58(1), pages 1-20.
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    More about this item

    Keywords

    GDP growth; Earnings management; Political economy; Discontinuity; Forecast error;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • M48 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Government Policy and Regulation
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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