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Riding the wave: How collateral shocks affect corporate financialization

Author

Listed:
  • Liu, Jiming
  • Liu, Yi
  • Zhang, Yue
  • Wu, Kai

Abstract

This study examines how collateral shocks affect corporate financialization. Using data on Chinese listed firms from 2008 to 2021, we reveal a positive correlation between the rising market value of firms’ real estate assets and their financial asset holdings. This effect is robust to endogeneity concerns and is more pronounced for firms with weaker analyst coverage, lower growth opportunities, and more conservative risk-taking. We identify credit availability and executive myopia as significant channels driving this relationship. Our results suggest that collateral appreciation primarily affects illiquid financial investments and shadow banking activities. These findings underscore the collateral channel’s crucial role in shaping corporate financial behaviors.

Suggested Citation

  • Liu, Jiming & Liu, Yi & Zhang, Yue & Wu, Kai, 2026. "Riding the wave: How collateral shocks affect corporate financialization," Pacific-Basin Finance Journal, Elsevier, vol. 95(C).
    • Handle: RePEc:eee:pacfin:v:95:y:2026:i:c:s0927538x25003014
    DOI: 10.1016/j.pacfin.2025.102964
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    1. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    2. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    3. Smith, Clifford Jr. & Watts, Ross L., 1992. "The investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Financial Economics, Elsevier, vol. 32(3), pages 263-292, December.
    4. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    5. Aibai, Abuduwali & Peng, Yuchao & Shen, Peiyi & Xu, Hongmei, 2022. "Can local policy uncertainty curtail corporate speculation on financial assets?," International Review of Financial Analysis, Elsevier, vol. 83(C).
    6. Li, Jianjun & Hsu, Sara & Qin, Yanzhi, 2014. "Shadow banking in China: Institutional risks," China Economic Review, Elsevier, vol. 31(C), pages 119-129.
    7. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    8. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    9. 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.
    10. Yujing Gong & Kung-Cheng Ho, 2021. "Corporate social responsibility and managerial short-termism," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 28(5), pages 604-630, September.
    11. Xin Chang & Sudipto Dasgupta & Gilles Hilary, 2006. "Analyst Coverage and Financing Decisions," Journal of Finance, American Finance Association, vol. 61(6), pages 3009-3048, December.
    12. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    13. Im, Hyun Joong & Kang, Ya & Shon, Janghoon, 2020. "How does uncertainty influence target capital structure?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    14. Leming Lin, 2016. "Collateral and the Choice Between Bank Debt and Public Debt," Management Science, INFORMS, vol. 62(1), pages 111-127, January.
    15. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    16. 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.
    17. Gan, Jie, 2007. "Collateral, debt capacity, and corporate investment: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 85(3), pages 709-734, September.
    18. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    19. DemIr, FIrat, 2009. "Capital Market Imperfections and Financialization of Real Sectors in Emerging Markets: Private Investment and Cash Flow Relationship Revisited," World Development, Elsevier, vol. 37(5), pages 953-964, May.
    20. DeAngelo, Harry & DeAngelo, Linda & Stulz, Rene M., 2006. "Dividend policy and the earned/contributed capital mix: a test of the life-cycle theory," Journal of Financial Economics, Elsevier, vol. 81(2), pages 227-254, August.
    21. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    22. Kinda Hachem, 2018. "Shadow Banking in China," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 287-308, November.
    23. 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.
    24. Nuri Ersahin & Rustom M Irani, 2020. "Collateral Shocks and Corporate Employment [House prices, collateral, and self-employment]," Review of Finance, European Finance Association, vol. 24(1), pages 163-187.
    25. Wang, Hao & Xu, Ning & Yin, Haiyan & Ji, Hao, 2022. "The dynamic impact of monetary policy on financial stability in China after crises," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    26. Jeremy C. Stein, 1989. "Efficient Capital Markets, Inefficient Firms: A Model of Myopic Corporate Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 655-669.
    27. Feng, Yumei & Yu, Qiang & Nan, Xingheng & Cai, Yongbin, 2022. "Can employee stock ownership plans reduce corporate financialization? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 140-151.
    28. Yongheng Deng & Joseph Gyourko & Jing Wu, 2012. "Land and House Price Measurement in China," NBER Working Papers 18403, National Bureau of Economic Research, Inc.
    29. Jiang, Fuxiu & Shen, Yanyan & Cai, Xinni, 2022. "Can multiple blockholders restrain corporate financialization?," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    30. Rong, Zhao & Wang, Wenchun & Gong, Qiang, 2016. "Housing price appreciation, investment opportunity, and firm innovation: Evidence from China," Journal of Housing Economics, Elsevier, vol. 33(C), pages 34-58.
    31. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    32. Hanming Fang & Quanlin Gu & Wei Xiong & Li-An Zhou, 2016. "Demystifying the Chinese Housing Boom," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 105-166.
    33. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    34. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    35. Gao, Haoyu & Wen, Huiyu & Wang, Xingjian, 2022. "Pandemic effect on corporate financial asset holdings: Precautionary or return-chasing?," Research in International Business and Finance, Elsevier, vol. 62(C).
    36. Chen, Gongmeng & Firth, Michael & Gao, Daniel N. & Rui, Oliver M., 2006. "Ownership structure, corporate governance, and fraud: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 424-448, June.
    37. Wu, Kai & Lu, Yufei, 2023. "Corporate digital transformation and financialization: Evidence from Chinese listed firms," Finance Research Letters, Elsevier, vol. 57(C).
    38. Du, Julan & Li, Chang & Wang, Yongqin, 2023. "Shadow banking of non-financial firms: Arbitrage between formal and informal credit markets in China," Journal of Financial Intermediation, Elsevier, vol. 55(C).
    39. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    40. Hossain, Md. Imran & Duong, Huu Nhan & Al Mamun, Md & Docherty, Paul, 2023. "Collateral shocks and M&A decisions," Journal of Corporate Finance, Elsevier, vol. 82(C).
    41. Andrew G. Atkeson & Adrien d’Avernas & Andrea L. Eisfeldt & Pierre-Olivier Weill, 2019. "Government Guarantees and the Valuation of American Banks," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 81-145.
    42. Saleem Bahaj & Angus Foulis & Gabor Pinter, 2020. "Home Values and Firm Behavior," American Economic Review, American Economic Association, vol. 110(7), pages 2225-2270, July.
    43. Kun Su & Heng Liu, 2021. "Financialization of manufacturing companies and corporate innovation: Lessons from an emerging economy," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 863-875, June.
    44. Du, Julan & Li, Chang & Wang, Yongqin, 2017. "A comparative study of shadow banking activities of non-financial firms in transition economies," China Economic Review, Elsevier, vol. 46(S), pages 35-49.
    45. Si, Deng-Kui & Li, Xiao-Lin, 2022. "Shadow banking business and firm risk-taking: Evidence from China," Research in International Business and Finance, Elsevier, vol. 62(C).
    46. Shan Xu & Lili Guo, 2023. "Financialization and Corporate Performance in China: Promotion or Inhibition?," Abacus, Accounting Foundation, University of Sydney, vol. 59(3), pages 776-817, September.
    47. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    48. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    49. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    50. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    51. Roger G. Ibbotson & Zhiwu Chen & Daniel Y.-J. Kim & Wendy Y. Hu, 2013. "Liquidity as an Investment Style," Financial Analysts Journal, Taylor & Francis Journals, vol. 69(3), pages 30-44, May.
    52. repec:spo:wpmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    53. Hackbarth, Dirk, 2008. "Managerial Traits and Capital Structure Decisions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(4), pages 843-881, December.
    54. Wu, Jing & Gyourko, Joseph & Deng, Yongheng, 2015. "Real estate collateral value and investment: The case of China," Journal of Urban Economics, Elsevier, vol. 86(C), pages 43-53.
    55. Bozanic, Zahn & Roulstone, Darren T. & Van Buskirk, Andrew, 2018. "Management earnings forecasts and other forward-looking statements," Journal of Accounting and Economics, Elsevier, vol. 65(1), pages 1-20.
    56. Dragana Cvijanović, 2014. "Real Estate Prices and Firm Capital Structure," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2690-2735.
    57. Wu, Jing & Gyourko, Joseph & Deng, Yongheng, 2012. "Evaluating conditions in major Chinese housing markets," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 531-543.
    58. Matteo Iacoviello, 2015. "Financial Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 140-164, January.
    59. Cédric Durand & Céline Baud, 2012. "Financialization, globalization and the making of profits by leading retailers," Post-Print halshs-00737045, HAL.
    60. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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