IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v86y2024ics0927538x24001756.html
   My bibliography  Save this article

Does reform policy of municipal bonds raise firm risk? A quasi-natural experiment from China

Author

Listed:
  • Tang, Dapeng
  • Yang, Yiming
  • Zheng, Hao
  • Gebrehans, Mebrahtu Tesfagebreal

Abstract

Does reform policy of municipal bonds increase firm risk? We address this question by examining the effects of the ‘Local Issuance and Local Repayment’ (LILR) reform policy launched by the Chinese central government on firm stock return volatility between 2009 and 2019. We find that the LILR reform policy increases the volatility of firms' stock returns. Possible explanations for the effect of reform policy are that it exacerbates firms' financial constraints and reduces the effectiveness of fiscal policy. Consistently, we find that the aggravating effect of reform policy is more pronounced in regions characterized by worse financial environment, worse fiscal condition, firms in growth and decline stages and in downstream and service and support industries. We provide empirical evidence from a Chinese quasi-natural experiment to address the long-term economic development issues of local government debts.

Suggested Citation

  • Tang, Dapeng & Yang, Yiming & Zheng, Hao & Gebrehans, Mebrahtu Tesfagebreal, 2024. "Does reform policy of municipal bonds raise firm risk? A quasi-natural experiment from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
  • Handle: RePEc:eee:pacfin:v:86:y:2024:i:c:s0927538x24001756
    DOI: 10.1016/j.pacfin.2024.102424
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X24001756
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2024.102424?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. Thomas Herndon & Michael Ash & Robert Pollin, 2014. "Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(2), pages 257-279.
    2. Gabriel Cuadra & Juan Sanchez & Horacio Sapriza, 2010. "Fiscal Policy and Default Risk in Emerging Markets," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(2), pages 452-469, April.
    3. Chutatong Charumilind & Raja Kali & Yupana Wiwattanakantang, 2006. "Connected Lending: Thailand before the Financial Crisis," The Journal of Business, University of Chicago Press, vol. 79(1), pages 181-218, January.
    4. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2012. "The Aggregate Demand for Treasury Debt," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 233-267.
    5. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    6. Robin Greenwood & Samuel Hanson & Jeremy C. Stein, 2010. "A Gap‐Filling Theory of Corporate Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 65(3), pages 993-1028, June.
    7. Miss Yinqiu Lu & Tao Sun, 2013. "Local Government Financing Platforms in China: A Fortune or Misfortune?," IMF Working Papers 2013/243, International Monetary Fund.
    8. Qu, Xi & Xu, Zhiwei & Yu, Jinxiang & Zhu, Jun, 2023. "Understanding local government debt in China: A regional competition perspective," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    10. Adam, Klaus, 2011. "Government debt and optimal monetary and fiscal policy," European Economic Review, Elsevier, vol. 55(1), pages 57-74, January.
    11. Keiichi Morimoto & Takeo Hori & Noritaka Maebayashi & Koichi Futagami, 2017. "Debt Policy Rules in an Open Economy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 19(1), pages 158-177, February.
    12. Bernile, Gennaro & Bhagwat, Vineet & Yonker, Scott, 2018. "Board diversity, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 127(3), pages 588-612.
    13. Bialkowski, Jedrzej & Gottschalk, Katrin & Wisniewski, Tomasz Piotr, 2008. "Stock market volatility around national elections," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1941-1953, September.
    14. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2022. "How does fiscal policy uncertainty affect corporate innovation investment? Evidence from China's new energy industry," Energy Economics, Elsevier, vol. 105(C).
    15. Mara Faccio & Maria-Teresa Marchica & Roberto Mura, 2011. "Large Shareholder Diversification and Corporate Risk-Taking," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3601-3641.
    16. Wang, Ren & Hou, Jie & He, Xiaobei, 2017. "Real estate price and heterogeneous investment behavior in China," Economic Modelling, Elsevier, vol. 60(C), pages 271-280.
    17. Gary Hansen & Selahattin Imrohoroglu, 2016. "Fiscal Reform and Government Debt in Japan: A Neoclassical Perspective," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 21, pages 201-224, July.
    18. Viral Acharya & Itamar Drechsler & Philipp Schnabl, 2014. "A Pyrrhic Victory? Bank Bailouts and Sovereign Credit Risk," Journal of Finance, American Finance Association, vol. 69(6), pages 2689-2739, December.
    19. Johansson, Anders C., 2010. "Asian sovereign debt and country risk," Pacific-Basin Finance Journal, Elsevier, vol. 18(4), pages 335-350, September.
    20. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    21. Kyung-woo Lee & Jong-Hee Kim & Taeyoon Sung, 2018. "A test of fiscal sustainability in the EU countries," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(5), pages 1170-1196, October.
    22. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    23. Jesús Fernández-Villaverde & Pablo Guerrón-Quintana & Keith Kuester & Juan Rubio-Ramírez, 2015. "Fiscal Volatility Shocks and Economic Activity," American Economic Review, American Economic Association, vol. 105(11), pages 3352-3384, November.
    24. Wenjie Du, 2011. "The investigation on the relationship between the problem of long‐term loan and economic growth," China Finance Review International, Emerald Group Publishing Limited, vol. 1(2), pages 187-198, January.
    25. Alex Annan Abakah, 2020. "Local religious beliefs and municipal bond market outcomes," Financial Management, Financial Management Association International, vol. 49(2), pages 447-471, June.
    26. Goodell, John W. & Vähämaa, Sami, 2013. "US presidential elections and implied volatility: The role of political uncertainty," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 1108-1117.
    27. John Dove, 2017. "Local government type and municipal bond ratings: what’s the relationship?," Applied Economics, Taylor & Francis Journals, vol. 49(24), pages 2339-2351, May.
    28. Tan, Wenhao & Chen, Ying & Sun, Yun & Guo, Xiuyuan & Li, Ziwei, 2023. "Internal capital markets and risk-taking: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    29. Demirci, Irem & Huang, Jennifer & Sialm, Clemens, 2019. "Government debt and corporate leverage: International evidence," Journal of Financial Economics, Elsevier, vol. 133(2), pages 337-356.
    30. Bi, Huixin & Shen, Wenyi & Yang, Shu-Chun S., 2016. "Debt-dependent effects of fiscal expansions," European Economic Review, Elsevier, vol. 88(C), pages 142-157.
    31. Mark Gertler & Nobuhiro Kiyotaki, 2015. "Banking, Liquidity, and Bank Runs in an Infinite Horizon Economy," American Economic Review, American Economic Association, vol. 105(7), pages 2011-2043, July.
    32. Neil M. Kay, 1984. "Public Policy and Bounded Rationality," Palgrave Macmillan Books, in: The Emergent Firm, chapter 8, pages 128-143, Palgrave Macmillan.
    33. Ju, Jiandong & Yu, Xinding, 2015. "Productivity, profitability, production and export structures along the value chain in China," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 33-54.
    34. Wenjie Du, 2011. "The investigation on the relationship between the problem of long‐term loan and economic growth," China Finance Review International, Emerald Group Publishing Limited, vol. 1(2), pages 187-198, January.
    35. Wang, Jingwen & Shen, Guangjun & Tang, Dunzhe, 2021. "Does tax deduction relax financing constraints? Evidence from China's value-added tax reform," China Economic Review, Elsevier, vol. 67(C).
    36. Ilona Babenko & Oliver Boguth & Yuri Tserlukevich, 2016. "Idiosyncratic Cash Flows and Systematic Risk," Journal of Finance, American Finance Association, vol. 71(1), pages 425-456, February.
    37. Xiong, Jiacai & Huang, Ling & Yang, Zelin & Wang, Xin, 2024. "The impact of local government debt on entrepreneurship: Evidence from a quasi-natural experiment of local debt governance reform," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 501-519.
    38. James M. Poterba & Kim Rueben, 1999. "State Fiscal Institutions and the U.S. Municipal Bond Market," NBER Chapters, in: Fiscal Institutions and Fiscal Performance, pages 181-208, National Bureau of Economic Research, Inc.
    39. Huidan Lin & Daniel Paravisini, 2013. "The Effect of Financing Constraints on Risk," Review of Finance, European Finance Association, vol. 17(1), pages 229-259.
    40. John Graham & Mark T. Leary & Michael R. Roberts, 2014. "How Does Government Borrowing Affect Corporate Financing and Investment?," NBER Working Papers 20581, National Bureau of Economic Research, Inc.
    41. Choy, Helen & Lin, Juichia & Officer, Micah S., 2014. "Does freezing a defined benefit pension plan affect firm risk?," Journal of Accounting and Economics, Elsevier, vol. 57(1), pages 1-21.
    42. Giavazzi, Francesco & Jappelli, Tullio & Pagano, Marco, 2000. "Searching for non-linear effects of fiscal policy: Evidence from industrial and developing countries," European Economic Review, Elsevier, vol. 44(7), pages 1259-1289, June.
    43. Wang, Junbo & Wu, Chunchi & Zhang, Frank X., 2008. "Liquidity, default, taxes, and yields on municipal bonds," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1133-1149, June.
    44. Jan Willem Van den End, 2016. "A macroprudential approach to address liquidity risk with the loan-to-deposit ratio," The European Journal of Finance, Taylor & Francis Journals, vol. 22(3), pages 237-253, February.
    45. Chen, Donghua & Jiang, Dequan & Yu, Xin, 2015. "Corporate philanthropy and bank loans in China," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 402-424.
    46. Danny Miller & Peter H. Friesen, 1984. "A Longitudinal Study of the Corporate Life Cycle," Management Science, INFORMS, vol. 30(10), pages 1161-1183, October.
    47. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2013. "The role of state and foreign owners in corporate risk-taking: Evidence from privatization," Journal of Financial Economics, Elsevier, vol. 108(3), pages 641-658.
    48. Augustin, Patrick & Tédongap, Roméo, 2016. "Real Economic Shocks and Sovereign Credit Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 541-587, April.
    49. Cynthia A. Montgomery & Harbir Singh, 1984. "Diversification strategy and systematic risk," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 181-191, April.
    50. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    51. Togan Eğrican, Aslı & Caner, Selçuk & Togan, Sübidey, 2022. "Reforming public debt governance in Turkey to reach debt sustainability," Journal of Policy Modeling, Elsevier, vol. 44(5), pages 1057-1076.
    52. Li Cai & Jinhua Cui & Hoje Jo, 2016. "Corporate Environmental Responsibility and Firm Risk," Journal of Business Ethics, Springer, vol. 139(3), pages 563-594, December.
    53. Birgitta Rabe & Mark P. Taylor, 2012. "Differences in Opportunities? Wage, Employment and House-Price Effects on Migration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(6), pages 831-855, December.
    54. Roger W. Spencer & William P. Yohe, 1970. "The \\"crowding out\\" of private expenditures by fiscal policy actions," Review, Federal Reserve Bank of St. Louis, vol. 52(Oct), pages 12-24.
    55. Kais Bouslah & Lawrence Kryzanowski & Bouchra M’Zali, 2018. "Social Performance and Firm Risk: Impact of the Financial Crisis," Journal of Business Ethics, Springer, vol. 149(3), pages 643-669, May.
    56. Zhang, Ke, 2023. "Government's implicit guarantee and the credit spread of the quasi-municipal bonds," Finance Research Letters, Elsevier, vol. 55(PA).
    57. Leonello, Agnese, 2018. "Government guarantees and the two-way feedback between banking and sovereign debt crises," Journal of Financial Economics, Elsevier, vol. 130(3), pages 592-619.
    58. Heylen, Freddy & Hoebeeck, Annelies & Buyse, Tim, 2013. "Government efficiency, institutions, and the effects of fiscal consolidation on public debt," European Journal of Political Economy, Elsevier, vol. 31(C), pages 40-59.
    59. Lan Bo & Haixin Yao & Fred C.J. Mear, 2021. "New development: Is China’s local government debt problem getting better or worse?," Public Money & Management, Taylor & Francis Journals, vol. 41(8), pages 663-667, November.
    60. Hoje Jo & Haejung Na, 2012. "Does CSR Reduce Firm Risk? Evidence from Controversial Industry Sectors," Journal of Business Ethics, Springer, vol. 110(4), pages 441-456, November.
    Full references (including those not matched with items on IDEAS)

    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. Augustin, Patrick & Sokolovski, Valeri & Subrahmanyam, Marti G. & Tomio, Davide, 2022. "In sickness and in debt: The COVID-19 impact on sovereign credit risk," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1251-1274.
    2. Chang, Jeffery (Jinfan) & Meng, Qingbin & Ni, Xiaoran, 2022. "A tale of riskiness: The real effects of share pledging on the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    3. Akkoyun, Cagri & Ersahin, Nuri & James, Christopher M., 2023. "Crowded out from the beginning: Impact of government debt on corporate financing," Journal of Financial Intermediation, Elsevier, vol. 56(C).
    4. Sun, Pengfei & Yuan, Chunhui & Li, Xiaolong & Di, Jia, 2024. "Big data analytics, firm risk and corporate policies: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PB).
    5. Rancan, Michela & Cariboni, Jessica & Keasey, Kevin & Vallascas, Francesco, 2023. "Bond issuance and the funding choices of European banks: The consequences of public debt," Journal of Empirical Finance, Elsevier, vol. 74(C).
    6. Zhang, Man & Brookins, Oscar T. & Huang, Xiaowei, 2022. "The crowding out effect of central versus local government debt: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    7. Nicholas Oulton, 2013. "Medium and long run prospects for UK growth in the aftermath of the financial crisis," Discussion Papers 1307, Centre for Macroeconomics (CFM).
    8. Erasmo Giambona & Rafael Matta & José-Luis Peydró & Ye Wang, 2020. "Quantitative easing, investment, and safe assets: the corporate-bond lending channel," Economics Working Papers 1722, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2020.
    9. Likitwongkajon, Napaporn & Vithessonthi, Chaiporn, 2022. "Internationalization, foreign exchange exposure and firm risk," International Review of Financial Analysis, Elsevier, vol. 83(C).
    10. Konstantakis, Konstantinos N. & Michaelides, Panayotis G., 2014. "Transmission of the debt crisis: From EU15 to USA or vice versa? A GVAR approach," Journal of Economics and Business, Elsevier, vol. 76(C), pages 115-132.
    11. Isha Agarwal & David Jaume & Everardo Tellez de la Vega & Martin Tobal, 2024. "Differential Crowding Out Effects of Government Loans and Bonds: Evidence from an Emerging Market Economy," Working Papers 314, Red Nacional de Investigadores en Economía (RedNIE).
    12. Al-Fakir Al Rabab’a, Eltayyeb & Rashid, Afzalur & Shams, Syed & Bose, Sudipta, 2024. "Corporate carbon performance and firm risk: Evidence from Asia-Pacific countries," Journal of Contemporary Accounting and Economics, Elsevier, vol. 20(2).
    13. Giovanni Dosi & Mauro Napoletano & Andrea Roventini & Tania Treibich, 2016. "The Short- and Long-Run Damages of Fiscal Austerity: Keynes beyond Schumpeter," International Economic Association Series, in: Joseph E. Stiglitz & Martin Guzman (ed.), Contemporary Issues in Macroeconomics, chapter 8, pages 79-100, Palgrave Macmillan.
    14. Chemla, Gilles & Hennessy, Christopher, 2016. "Government as Borrower of First Resort," CEPR Discussion Papers 11362, C.E.P.R. Discussion Papers.
    15. Xu, Weidong & Gao, Xin & Xu, Hao & Li, Donghui, 2022. "Does global climate risk encourage companies to take more risks?," Research in International Business and Finance, Elsevier, vol. 61(C).
    16. Chen, Wen & Zhu, Yufeng & He, Zehui & Yang, Yang, 2022. "The effect of local government debt on green innovation: Evidence from Chinese listed companies," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    17. Salma Slimani, 2016. "Threshold Effects of Fiscal Policy on Economic Activity in Developing Countries," International Journal of Business and Social Research, LAR Center Press, vol. 6(3), pages 20-37, March.
    18. Peng, Fei & Zhou, Shibiao & Zhou, Peng, 2023. "Local government fiscal stress and corporate risk-taking: Evidence from a quasi-natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1677-1695.
    19. Demirci, Irem & Huang, Jennifer & Sialm, Clemens, 2019. "Government debt and corporate leverage: International evidence," Journal of Financial Economics, Elsevier, vol. 133(2), pages 337-356.
    20. Yousha Liang & Kang Shi & Lisheng Wang & Juanyi Xu, 2017. "Local Government Debt and Firm Leverage: Evidence from China," Asian Economic Policy Review, Japan Center for Economic Research, vol. 12(2), pages 210-232, July.

    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:pacfin:v:86:y:2024:i:c:s0927538x24001756. 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/pacfin .

    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.