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How Does Monetary Policy Uncertainty Influence Firms’ Dynamic Adjustment of Capital Structure

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  • Yan Jiang
  • Yaping Xu
  • Shengsheng Li

Abstract

This study employs high-dimensional factors model to depict the development of monetary policy uncertainty (MPU) in China over the past decades and develops a logical analytical framework to analyze the effect of MPU on the dynamic adjustment of a firm’s capital structure through bank risk-taking channels. We investigate how MPU affects dynamic adjustment of a firm’s capital structure using a panel data set of China public manufacturers between 2007 and 2018 and find that the higher the MPU, the more detrimental it is to the dynamic adjustment of firm’s capital structure. Further, bank risk-taking plays the role of a financial stabilizer. In addition to the willingness to take risks in on-balance sheet operations and the scale of loans, the risk-taking of our banks may also be reflected in the adjustment of the off-balance-sheet shadow banking scale. This study also finds that in terms of on-balance sheet business, heighten MPU decreases the scale of bank credit and tightens loan approval criteria, in terms of off-balance sheet business, heighten MPU decreases the scale of shadow banking, thereby leading to a lower dynamic adjustment of firm’s capital structure. JEL classification C13, C36, E50, G21

Suggested Citation

  • Yan Jiang & Yaping Xu & Shengsheng Li, 2022. "How Does Monetary Policy Uncertainty Influence Firms’ Dynamic Adjustment of Capital Structure," SAGE Open, , vol. 12(1), pages 21582440211, January.
    • Handle: RePEc:sae:sagope:v:12:y:2022:i:1:p:21582440211068506
    DOI: 10.1177/21582440211068506
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    as
    1. Chen, Zhuo & He, Zhiguo & Liu, Chun, 2020. "The financing of local government in China: Stimulus loan wanes and shadow banking waxes," Journal of Financial Economics, Elsevier, vol. 137(1), pages 42-71.
    2. Bart M. Lambrecht & Stewart C. Myers, 2017. "The Dynamics of Investment, Payout and Debt," Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3759-3800.
    3. Albulescu, Claudiu Tiberiu & Ionescu, Adrian Marius, 2018. "The long-run impact of monetary policy uncertainty and banking stability on inward FDI in EU countries," Research in International Business and Finance, Elsevier, vol. 45(C), pages 72-81.
    4. Im, Hyun Joong & Kang, Ya & Shon, Janghoon, 2020. "How does uncertainty influence target capital structure?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    5. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    6. Çolak, Gönül & Gungoraydinoglu, Ali & Öztekin, Özde, 2018. "Global leverage adjustments, uncertainty, and country institutional strength," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 41-56.
    7. Husted, Lucas & Rogers, John & Sun, Bo, 2020. "Monetary policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 20-36.
    8. Volker Wieland, "undated". "Monetary Policy and Uncertainty about the Natural Unemployment Rate," Computing in Economics and Finance 1997 11, Society for Computational Economics.
    9. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    10. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    11. Belo, Frederico & Gala, Vito D. & Li, Jun, 2013. "Government spending, political cycles, and the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 107(2), pages 305-324.
    12. Leland, Hayne E, 1994. "Corporate Debt Value, Bond Covenants, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 49(4), pages 1213-1252, September.
    13. Jingyi Zhang, 2020. "Shadow Banking and Optimal Capital Requirements," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 38, pages 296-325, October.
    14. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    15. Bruno, Valentina & Shin, Hyun Song, 2015. "Capital flows and the risk-taking channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 119-132.
    16. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    17. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    18. Bordo, Michael D. & Duca, John V. & Koch, Christoffer, 2016. "Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades," Journal of Financial Stability, Elsevier, vol. 26(C), pages 90-106.
    19. Drew D. Creal & Jing Cynthia Wu, 2017. "Monetary Policy Uncertainty And Economic Fluctuations," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(4), pages 1317-1354, November.
    20. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    21. Molyneux, Philip & Reghezza, Alessio & Xie, Ru, 2019. "Bank margins and profits in a world of negative rates," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    22. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    24. Wu, Liansheng & Yue, Heng, 2009. "Corporate tax, capital structure, and the accessibility of bank loans: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 30-38, January.
    25. John B. Taylor, 2017. "Rules Versus Discretion: Assessing the Debate Over the Conduct of Monetary Policy," NBER Working Papers 24149, National Bureau of Economic Research, Inc.
    26. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    27. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    28. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    29. Angeloni, Ignazio & Faia, Ester & Lo Duca, Marco, 2015. "Monetary policy and risk taking," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 285-307.
    30. Borio, Claudio & Gambacorta, Leonardo, 2017. "Monetary policy and bank lending in a low interest rate environment: Diminishing effectiveness?," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 217-231.
    31. Aït-Sahalia, Yacine & Andritzky, Jochen & Jobst, Andreas & Nowak, Sylwia & Tamirisa, Natalia, 2012. "Market response to policy initiatives during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 162-177.
    32. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    33. Gungoraydinoglu, Ali & Çolak, Gönül & Öztekin, Özde, 2017. "Political environment, financial intermediation costs, and financing patterns," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 167-192.
    34. Sinha, Arunima, 2016. "Monetary policy uncertainty and investor expectations," Journal of Macroeconomics, Elsevier, vol. 47(PB), pages 188-199.
    35. Cabral, Ricardo, 2013. "A perspective on the symptoms and causes of the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 103-117.
    36. Raghuram G. Rajan, 2006. "Has Finance Made the World Riskier?," European Financial Management, European Financial Management Association, vol. 12(4), pages 499-533, September.
    37. Eric T. Swanson & John C. Williams, 2014. "Measuring the Effect of the Zero Lower Bound on Medium- and Longer-Term Interest Rates," American Economic Review, American Economic Association, vol. 104(10), pages 3154-3185, October.
    38. Huang, Ji, 2018. "Banking and shadow banking," Journal of Economic Theory, Elsevier, vol. 178(C), pages 124-152.
    39. Huang, Rongbing & Ritter, Jay R., 2009. "Testing Theories of Capital Structure and Estimating the Speed of Adjustment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 237-271, April.
    40. Li, Li & Tang, Yao & Xiang, Jingjie, 2020. "Measuring China's monetary policy uncertainty and its impact on the real economy," Emerging Markets Review, Elsevier, vol. 44(C).
    41. Gabriel Chodorow-Reich, 2014. "Effects of Unconventional Monetary Policy on Financial Institutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 155-227.
    42. Faulkender, Michael & Flannery, Mark J. & Hankins, Kristine Watson & Smith, Jason M., 2012. "Cash flows and leverage adjustments," Journal of Financial Economics, Elsevier, vol. 103(3), pages 632-646.
    43. An, Ping & Yu, Mengxuan, 2018. "Neglected part of shadow banking in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 211-236.
    44. Devos, Erik & Rahman, Shofiqur & Tsang, Desmond, 2017. "Debt covenants and the speed of capital structure adjustment," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 1-18.
    45. Stijn Claessens & Lev Ratnovski & Manmohan Singh, 2012. "Shadow Banking; Economics and Policy," IMF Staff Discussion Notes 12/12, International Monetary Fund.
    46. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    47. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    48. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    49. Claudio Borio & Leonardo Gambacorta & Boris Hofmann, 2017. "The influence of monetary policy on bank profitability," International Finance, Wiley Blackwell, vol. 20(1), pages 48-63, March.
    50. Michael Woodford, 2004. "Inflation targeting and optimal monetary policy," Review, Federal Reserve Bank of St. Louis, vol. 86(Jul), pages 15-42.
    51. Chang, Ya-Kai & Chou, Robin K. & Huang, Tai-Hsin, 2014. "Corporate governance and the dynamics of capital structure: New evidence," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 374-385.
    52. Zhang, Guangli & Han, Jianlei & Pan, Zheyao & Huang, Haozhi, 2015. "Economic policy uncertainty and capital structure choice: Evidence from China," Economic Systems, Elsevier, vol. 39(3), pages 439-457.
    53. Angela Maddaloni & Jose-Luis Peydro, 2011. "Bank Risk-taking, Securitization, Supervision, and Low Interest Rates: Evidence from the Euro-area and the U.S. Lending Standards," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2121-2165.
    54. Huang, Zhuo & Tong, Chen & Qiu, Han & Shen, Yan, 2018. "The spillover of macroeconomic uncertainty between the U.S. and China," Economics Letters, Elsevier, vol. 171(C), pages 123-127.
    55. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    56. Matthys, Thomas & Meuleman, Elien & Vander Vennet, Rudi, 2020. "Unconventional monetary policy and bank risk taking," Journal of International Money and Finance, Elsevier, vol. 109(C).
    57. Meh, Césaire A. & Moran, Kevin, 2010. "The role of bank capital in the propagation of shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 555-576, March.
    58. Azofra, Valentín & Rodríguez-Sanz, Juan Antonio & Velasco, Pilar, 2020. "The role of macroeconomic factors in the capital structure of European firms: How influential is bank debt?," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 494-514.
    59. Mr. Stijn Claessens & Mr. Lev Ratnovski & Mr. Manmohan Singh, 2012. "Shadow Banking: Economics and Policy," IMF Staff Discussion Notes 2012/012, International Monetary Fund.
    60. Grosse-Rueschkamp, Benjamin & Steffen, Sascha & Streitz, Daniel, 2019. "A capital structure channel of monetary policy," Journal of Financial Economics, Elsevier, vol. 133(2), pages 357-378.
    61. Kurov, Alexander & Stan, Raluca, 2018. "Monetary policy uncertainty and the market reaction to macroeconomic news," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 127-142.
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    More about this item

    Keywords

    monetary policy uncertainty; firms’ capital structure; dynamic adjustment; bank risk-taking;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation
    • E50 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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