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Do corporate income tax cuts decrease labor share? Regression discontinuity evidence from China

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  • Li, Bing
  • Liu, Chang
  • Sun, Stephen Teng

Abstract

Recent years have seen a sustained decline in the labor share around the world. This paper studies this trend by focusing on the effect of corporate income taxes on firm-level labor shares. From 2010 to 2013, the Chinese central government cut the corporate income tax rate in 21 cities for service firms whose revenue from outsourcing services offshore surpassed half of their total revenue. Leveraging a regression discontinuity design with proprietary administrative data, we find that a one percentage point decrease in the statutory corporate income tax rate induces a one percentage point decrease in the firm-level labor share. Firms respond to the tax cut by increasing their physical capital and bank borrowing while keeping their employment unchanged, consistent with a capital deepening process documented in recent theoretical models. Our results suggest that falling corporate income taxes could have contributed to the global decline in the labor share.

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  • Li, Bing & Liu, Chang & Sun, Stephen Teng, 2021. "Do corporate income tax cuts decrease labor share? Regression discontinuity evidence from China," Journal of Development Economics, Elsevier, vol. 150(C).
    • Handle: RePEc:eee:deveco:v:150:y:2021:i:c:s0304387821000018
    DOI: 10.1016/j.jdeveco.2021.102624
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    as
    1. Jing Cai & Yuyu Chen & Xuan Wang, 2018. "The Impact of Corporate Taxes on Firm Innovation: Evidence from the Corporate Tax Collection Reform in China," NBER Working Papers 25146, National Bureau of Economic Research, Inc.
    2. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    3. David Autor & David Dorn & Lawrence F. Katz & Christina Patterson & John Van Reenen, 2017. "Concentrating on the Fall of the Labor Share," American Economic Review, American Economic Association, vol. 107(5), pages 180-185, May.
    4. Hassett, Kevin A. & Hubbard, R. Glenn, 2002. "Tax policy and business investment," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 3, chapter 20, pages 1293-1343, Elsevier.
    5. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    6. Matthias Kehrig & Nicolas Vincent, 2021. "The Micro-Level Anatomy of the Labor Share Decline," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1031-1087.
    7. Bentolila Samuel & Saint-Paul Gilles, 2003. "Explaining Movements in the Labor Share," The B.E. Journal of Macroeconomics, De Gruyter, vol. 3(1), pages 1-33, October.
    8. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    9. Nir Jaimovich & Sergio Rebelo, 2017. "Nonlinear Effects of Taxation on Growth," Journal of Political Economy, University of Chicago Press, vol. 125(1), pages 265-291.
    10. Daphne Chen & Shi Qi & Don Schlagenhauf, 2018. "Corporate Income Tax, Legal Form of Organization, and Employment," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 270-304, October.
    11. Owen Zidar, 2019. "Tax Cuts for Whom? Heterogeneous Effects of Income Tax Changes on Growth and Employment," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1437-1472.
    12. Clemens Fuest & Andreas Peichl & Sebastian Siegloch, 2018. "Do Higher Corporate Taxes Reduce Wages? Micro Evidence from Germany," American Economic Review, American Economic Association, vol. 108(2), pages 393-418, February.
    13. Heider, Florian & Ljungqvist, Alexander, 2015. "As certain as debt and taxes: Estimating the tax sensitivity of leverage from state tax changes," Journal of Financial Economics, Elsevier, vol. 118(3), pages 684-712.
    14. Alexander Ljungqvist & Michael Smolyansky, 2014. "To Cut or Not to Cut? On the Impact of Corporate Taxes on Employment and Income," NBER Working Papers 20753, National Bureau of Economic Research, Inc.
    15. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    16. Fan, Ziying & Liu, Yu, 2020. "Tax Compliance and Investment Incentives: Firm Responses to Accelerated Depreciation in China," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 1-17.
    17. Qian, Nancy & Liu, Yu & Wen, Jaya & Fan, Haichao, 2018. "The Dynamic Effects of Computerized VAT Invoices on Chinese Manufacturing Firms," CEPR Discussion Papers 12786, C.E.P.R. Discussion Papers.
    18. Alexander Ljungqvist & Liandong Zhang & Luo Zuo, 2017. "Sharing Risk with the Government: How Taxes Affect Corporate Risk Taking," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 669-707, June.
    19. Thomas Piketty & Gabriel Zucman, 2014. "Capital is Back: Wealth-Income Ratios in Rich Countries 1700–2010," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1255-1310.
    20. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    21. Olivier Blanchard & Francesco Giavazzi, 2003. "Macroeconomic Effects of Regulation and Deregulation in Goods and Labor Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 879-907.
    22. Alan I. Barreca & Melanie Guldi & Jason M. Lindo & Glen R. Waddell, 2011. "Saving Babies? Revisiting the effect of very low birth weight classification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2117-2123.
    23. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    24. Douglas Almond & Joseph J. Doyle, 2011. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 1-34, August.
    25. Arulampalam, Wiji & Devereux, Michael P. & Maffini, Giorgia, 2012. "The direct incidence of corporate income tax on wages," European Economic Review, Elsevier, vol. 56(6), pages 1038-1054.
    26. Enrico Moretti & Daniel J. Wilson, 2017. "The Effect of State Taxes on the Geographical Location of Top Earners: Evidence from Star Scientists," American Economic Review, American Economic Association, vol. 107(7), pages 1858-1903, July.
    27. Arnold C. Harberger, 1962. "The Incidence of the Corporation Income Tax," Journal of Political Economy, University of Chicago Press, vol. 70(3), pages 215-215.
    28. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    29. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    30. Alvarez-Cuadrado, Francisco & Long, Ngo Van & Poschke, Markus, 2018. "Capital-labor substitution, structural change and the labor income share," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 206-231.
    31. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    32. A. B. Atkinson, 2009. "Factor shares: the principal problem of political economy?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 25(1), pages 3-16, Spring.
    33. Xavier Giroud & Joshua Rauh, 2019. "State Taxation and the Reallocation of Business Activity: Evidence from Establishment-Level Data," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1262-1316.
    34. Alan J. Auerbach, 2006. "Who Bears the Corporate Tax? A Review of What We Know," NBER Chapters, in: Tax Policy and the Economy, Volume 20, pages 1-40, National Bureau of Economic Research, Inc.
    35. Andrew Glover & Jacob Short, 2020. "Can Capital Deepening Explain the Global Decline in Labor's Share?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 35-53, January.
    36. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 215-261.
    37. Eric Ohrn, 2018. "The Effect of Corporate Taxation on Investment and Financial Policy: Evidence from the DPAD," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 272-301, May.
    38. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    39. Andrew Glover & Jacob Short, 2020. "Can Capital Deepening Explain the Global Decline in Labor's Share?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 35-53, January.
    40. Alan J. Auerbach, 2018. "Measuring the Effects of Corporate Tax Cuts," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 97-120, Fall.
    41. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    42. Daniel Berkowitz, 2017. "Does Capital-Labor Substitution or Do Institutions Explain Declining Labor Shares," Working Paper 6060, Department of Economics, University of Pittsburgh.
    43. Zhao Chen & Xian Jiang & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2023. "Tax Policy and Lumpy Investment Behaviour: Evidence from China’s VAT Reform," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(2), pages 634-674.
    44. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    45. Simcha Barkai, 2020. "Declining Labor and Capital Shares," Journal of Finance, American Finance Association, vol. 75(5), pages 2421-2463, October.
    46. Baris Kaymak & Immo Schott, 2018. "Corporate Tax Cuts and the Decline of the Labor Share," 2018 Meeting Papers 943, Society for Economic Dynamics.
    47. Simeon Djankov & Tim Ganser & Caralee McLiesh & Rita Ramalho & Andrei Shleifer, 2010. "The Effect of Corporate Taxes on Investment and Entrepreneurship," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(3), pages 31-64, July.
    48. Jens Matthias Arnold & Bert Brys & Christopher Heady & Åsa Johansson & Cyrille Schwellnus & Laura Vartia, 2011. "Tax Policy for Economic Recovery and Growth," Economic Journal, Royal Economic Society, vol. 121(550), pages 59-80, February.
    49. Loukas Karabarbounis & Brent Neiman, 2014. "Capital Depreciation and Labor Shares Around the World: Measurement and Implications," NBER Working Papers 20606, National Bureau of Economic Research, Inc.
    50. 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.
    51. Liu, Li & Altshuler, Rosanne, 2013. "Measuring the Burden of the Corporate Income Tax Under Imperfect Competition," National Tax Journal, National Tax Association;National Tax Journal, vol. 66(1), pages 215-237, March.
    52. Michael Elsby & Bart Hobijn & Ayseful Sahin, 2013. "The Decline of the U.S. Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 1-63.
    53. Jia, Junxue & Ma, Guangrong, 2017. "Do R&D tax incentives work? Firm-level evidence from China," China Economic Review, Elsevier, vol. 46(C), pages 50-66.
    54. Austan Goolsbee, 1998. "Investment Tax Incentives, Prices, and the Supply of Capital Goods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 121-148.
    55. Eric Zwick & James Mahon, 2017. "Tax Policy and Heterogeneous Investment Behavior," American Economic Review, American Economic Association, vol. 107(1), pages 217-248, January.
    56. Craig Doidge & Alexander Dyck, 2015. "Taxes and Corporate Policies: Evidence from a Quasi Natural Experiment," Journal of Finance, American Finance Association, vol. 70(1), pages 45-89, February.
    57. International Labour Office., 2011. "Global employment trends 2011 : the challenge of a jobs recovery," Global Employment Trends Reports 994619083402676, International Labour Office, Economic and Labour Market Analysis Department.
    58. repec:hal:pseose:halshs-01109372 is not listed on IDEAS
    59. Jennifer C. Gravelle, 2011. "Corporate Tax Incidence: A Review of Empirical Estimates and Analysis: Working Paper 2011-01," Working Papers 41511, Congressional Budget Office.
    60. BAI, Chong-En & QIAN, Zhenjie, 2010. "The factor income distribution in China: 1978-2007," China Economic Review, Elsevier, vol. 21(4), pages 650-670, December.
    61. Åsa Johansson & Chistopher Heady & Jens Matthias Arnold & Bert Brys & Laura Vartia, 2008. "Taxation and Economic Growth," OECD Economics Department Working Papers 620, OECD Publishing.
    62. Christopher L. House & Matthew D. Shapiro, 2008. "Temporary Investment Tax Incentives: Theory with Evidence from Bonus Depreciation," American Economic Review, American Economic Association, vol. 98(3), pages 737-768, June.
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