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Managerial macroeconomic perception and systemic risk in China

Author

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  • Guo, Peng
  • Jiang, Fuwei
  • Li, Mengru
  • Liu, Yumin

Abstract

This paper constructs a managerial macroeconomic perception index based on the textual financial disclosures and examines its impact on systemic risk in China. We reveal a significant positive relationship between managerial macroeconomic perception, particularly the forward-looking managerial macroeconomic perception, and bank systemic risk. Our study shows that managers with optimistic perception about macroeconomic conditions tend to engage in excessive risk-taking activities and increase the risk contagion among banks. Heterogeneous analyses suggest that the positive relationship between manager macroeconomic perception and systemic risk is more pronounced among banks that are non-state-owned, exclusively listed in A-shares, highly leveraged, or not considered systemically important. We also show that macroeconomic policy can mitigate the negative impact of managerial macroeconomic perception on systemic risk. These findings highlight the substantial role that managerial macroeconomic perception plays in shaping systemic risk within the banking sector.

Suggested Citation

  • Guo, Peng & Jiang, Fuwei & Li, Mengru & Liu, Yumin, 2024. "Managerial macroeconomic perception and systemic risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:pacfin:v:88:y:2024:i:c:s0927538x24002579
    DOI: 10.1016/j.pacfin.2024.102505
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    as
    1. Maximilian Grimm & Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2023. "Loose Monetary Policy and Financial Instability," Working Paper Series 2023-06, Federal Reserve Bank of San Francisco.
    2. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    3. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    4. Ulrike Malmendier & Geoffrey Tate, 2005. "CEO Overconfidence and Corporate Investment," Journal of Finance, American Finance Association, vol. 60(6), pages 2661-2700, December.
    5. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    6. Brož, Václav & Kočenda, Evžen, 2022. "Mortgage-related bank penalties and systemic risk among U.S. banks," Journal of International Money and Finance, Elsevier, vol. 122(C).
    7. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    8. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    9. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    10. Milidonis, Andreas & Stathopoulos, Konstantinos, 2014. "Managerial Incentives, Risk Aversion, and Debt," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 453-481, April.
    11. Chhaochharia, Vidhi & Kim, Dasol & Korniotis, George M. & Kumar, Alok, 2019. "Mood, firm behavior, and aggregate economic outcomes," Journal of Financial Economics, Elsevier, vol. 132(2), pages 427-450.
    12. Adasi Manu, Sylvester & Qi, Yaxuan, 2023. "CEO social connections and bank systemic risk: The “dark side” of social networks," Journal of Banking & Finance, Elsevier, vol. 156(C).
    13. 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.
    14. Barrero, Jose Maria, 2022. "The micro and macro of managerial beliefs," Journal of Financial Economics, Elsevier, vol. 143(2), pages 640-667.
    15. Fang, Ming & Njangang, Henri & Padhan, Hemachandra & Simo, Colette & Yan, Cheng, 2023. "Social media and energy justice: A global evidence," Energy Economics, Elsevier, vol. 125(C).
    16. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    17. Leung, Henry & Tse, Jeffrey & Westerholm, P. Joakim, 2019. "CEO traders and corporate acquisitions," Journal of Corporate Finance, Elsevier, vol. 54(C), pages 107-127.
    18. Altunbas, Yener & Evans, Lynne & Molyneux, Philip, 2001. "Bank Ownership and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 926-954, November.
    19. Ho, Po-Hsin & Huang, Chia-Wei & Lin, Chih-Yung & Yen, Ju-Fang, 2016. "CEO overconfidence and financial crisis: Evidence from bank lending and leverage," Journal of Financial Economics, Elsevier, vol. 120(1), pages 194-209.
    20. Gu, Leilei & Li, Jianjun & Ni, Xiaoran & Peng, Yuchao, 2023. "The long shadow beyond lockdown: Board chairs’ professional pandemic experiences and corporate investments," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 522-541.
    21. Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
    22. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    23. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    24. Simon Gervais & J. B. Heaton & Terrance Odean, 2011. "Overconfidence, Compensation Contracts, and Capital Budgeting," Journal of Finance, American Finance Association, vol. 66(5), pages 1735-1777, October.
    25. Nikolaus Hautsch & Julia Schaumburg & Melanie Schienle, 2015. "Financial Network Systemic Risk Contributions," Review of Finance, European Finance Association, vol. 19(2), pages 685-738.
    26. Tobias Adrian & Hyun Song Shin, 2010. "The changing nature of financial intermediation and the financial crisis of 2007-09," Staff Reports 439, Federal Reserve Bank of New York.
    27. Fiori, Giuseppe & Scoccianti, Filippo, 2023. "The economic effects of firm-level uncertainty: Evidence using subjective expectations," Journal of Monetary Economics, Elsevier, vol. 140(C), pages 92-105.
    28. Ulrike Malmendier & Geoffrey Tate, 2015. "Behavioral CEOs: The Role of Managerial Overconfidence," Journal of Economic Perspectives, American Economic Association, vol. 29(4), pages 37-60, Fall.
    29. Hilary, Gilles & Hsu, Charles & Segal, Benjamin & Wang, Rencheng, 2016. "The bright side of managerial over-optimism," Journal of Accounting and Economics, Elsevier, vol. 62(1), pages 46-64.
    30. Francois Brochet & Kalin Kolev & Alina Lerman, 2018. "Information transfer and conference calls," Review of Accounting Studies, Springer, vol. 23(3), pages 907-957, September.
    31. Qing Li & Hongyu Shan & Yuehua Tang & Vincent Yao, 2024. "Corporate Climate Risk: Measurements and Responses," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1778-1830.
    32. Wenting Song & Samuel Stern, 2022. "Firm Inattention and the Efficacy of Monetary Policy: A Text-Based Approach," Staff Working Papers 22-3, Bank of Canada.
    33. Elliott Ash & Stephen Hansen, 2023. "Text Algorithms in Economics," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 659-688, September.
    34. Christian Brownlees & Robert F. Engle, 2017. "SRISK: A Conditional Capital Shortfall Measure of Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 48-79.
    35. Kong, Xiangting & Ng, Jeff & Tsang, Albert & Yan, Shuo, 2024. "Foreign institutional ownership and Cross-Listing," Journal of International Money and Finance, Elsevier, vol. 140(C).
    36. Jakob Infuehr & Volker Laux, 2022. "Managerial Optimism and Debt Covenants," Journal of Accounting Research, Wiley Blackwell, vol. 60(1), pages 353-371, March.
    37. Aggarwal, Reena & Erel, Isil & Ferreira, Miguel & Matos, Pedro, 2011. "Does governance travel around the world? Evidence from institutional investors," Journal of Financial Economics, Elsevier, vol. 100(1), pages 154-181, April.
    38. Jakob Haan & Razvan Vlahu, 2016. "Corporate Governance Of Banks: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 30(2), pages 228-277, April.
    39. Cubillas, Elena & Ferrer, Elena & Suárez, Nuria, 2021. "Does investor sentiment affect bank stability? International evidence from lending behavior," Journal of International Money and Finance, Elsevier, vol. 113(C).
    40. Jiang, Fuwei & Lee, Joshua & Martin, Xiumin & Zhou, Guofu, 2019. "Manager sentiment and stock returns," Journal of Financial Economics, Elsevier, vol. 132(1), pages 126-149.
    41. Armstrong, Christopher & Nicoletti, Allison & Zhou, Frank S., 2022. "Executive stock options and systemic risk," Journal of Financial Economics, Elsevier, vol. 146(1), pages 256-276.
    42. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
    43. Härdle, Wolfgang Karl & Wang, Weining & Yu, Lining, 2016. "TENET: Tail-Event driven NETwork risk," Journal of Econometrics, Elsevier, vol. 192(2), pages 499-513.
    44. David Huffman & Collin Raymond & Julia Shvets, 2022. "Persistent Overconfidence and Biased Memory: Evidence from Managers," American Economic Review, American Economic Association, vol. 112(10), pages 3141-3175, October.
    45. Cornett, Marcia Millon & Guo, Lin & Khaksari, Shahriar & Tehranian, Hassan, 2010. "The impact of state ownership on performance differences in privately-owned versus state-owned banks: An international comparison," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 74-94, January.
    46. Markus Brunnermeier & Simon Rother & Isabel Schnabel & Itay Goldstein, 2020. "Asset Price Bubbles and Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 4272-4317.
    47. DeYoung, Robert & Peng, Emma Y. & Yan, Meng, 2013. "Executive Compensation and Business Policy Choices at U.S. Commercial Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 165-196, February.
    48. Gehrig, Thomas & Iannino, Maria Chiara & Unger, Stephan, 2024. "Social responsibility and bank resiliency," Journal of Financial Stability, Elsevier, vol. 70(C).
    49. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    50. Tobias Adrian & Hyun Song Shin, 2010. "The Changing Nature of Financial Intermediation and the Financial Crisis of 2007–2009," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 603-618, September.
    51. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    52. Cheng, Shijun, 2008. "Board size and the variability of corporate performance," Journal of Financial Economics, Elsevier, vol. 87(1), pages 157-176, January.
    53. Zhang, Dayong & Wu, Yalin & Ji, Qiang & Guo, Kun & Lucey, Brian, 2024. "Climate impacts on the loan quality of Chinese regional commercial banks," Journal of International Money and Finance, Elsevier, vol. 140(C).
    54. Volkan Muslu & Suresh Radhakrishnan & K. R. Subramanyam & Dongkuk Lim, 2015. "Forward-Looking MD&A Disclosures and the Information Environment," Management Science, INFORMS, vol. 61(5), pages 931-948, May.
    55. Li, Jing & Nie, Huihua & Ruan, Rui & Shen, Xinyi, 2024. "Subjective perception of economic policy uncertainty and corporate social responsibility: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    56. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    57. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    58. Cain, Matthew D. & McKeon, Stephen B., 2016. "CEO Personal Risk-Taking and Corporate Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 139-164, February.
    59. Shaban, Mohamed & James, Gregory A., 2018. "The effects of ownership change on bank performance and risk exposure: Evidence from indonesia," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 483-497.
    60. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    61. Kyle Handley & J. Frank Li, 2020. "Measuring the Effects of Firm Uncertainty on Economic Activity: New Evidence from One Million Documents," NBER Working Papers 27896, National Bureau of Economic Research, Inc.
    62. Ulrike Malmendier & Geoffrey Tate & Jon Yan, 2011. "Overconfidence and Early‐Life Experiences: The Effect of Managerial Traits on Corporate Financial Policies," Journal of Finance, American Finance Association, vol. 66(5), pages 1687-1733, October.
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    More about this item

    Keywords

    Managerial macroeconomic perception; Systemic risk; Textual analysis; Risk-taking;
    All these keywords.

    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

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