Nonlinear Transmission of Debt Financing Risk to the Financial Performance of Housing Enterprises in China: The Moderating and Threshold Effects of the Household Leverage Ratio

Authors

  • Hongyang Duan Shandong College of Economics and Business; Universiti Tun Abdul Razak (UNIRAZAK)
  • Mui Yee Cheok Universiti Tun Abdul Razak (UNIRAZAK)

Keywords:

Financial performance, household leverage ratio, Nonlinear threshold effect, Debt financing risk

Abstract

In the context of escalating debt pressure and heightened volatility in China’s real estate market, the nonlinear transmission mechanism through which Debt Financing Risk affects the Financial Performance of Housing Enterprises remains insufficiently understood. Using panel data of 27 listed Chinese real estate firms from 2008 to 2024, this study constructs composite indices for Debt Financing Risk and Financial Performance and employs a two-way fixed effects model, panel threshold model to identify threshold effects and address potential endogeneity.The results reveal a significant inverted U-shaped relationship between Debt Financing Risk and Financial Performance, with a critical threshold of 69%. Below this level, moderate risk exposure enhances performance; beyond it, risk exerts a pronounced suppressing effect. Moreover, the Household Leverage Ratio exhibits both continuous and interval-based moderating effects. When household leverage remains below 77%, it reinforces the positive performance effect of debt risk; however, once it exceeds this threshold, it significantly amplifies the negative impact.

These findings highlight the existence of an optimal risk interval and underscore the macro–micro transmission role of credit structures in shaping nonlinear financing effects.

References

Alesi, P. (2008). Building enterprise-wide resilience by integrating business continuity capability into day-to-day business culture and technology. Journal of Business Continuity and Emergency Planning, 2(3), 214–220.

Alfalla-Luque, R., & Medina-López, C. (2009). Supply chain management: Unheard of in the 1970s, core to today's company. Business History, 51(2), 202–221.

American Bankers Association. (2005). Business continuity planning, born in DP, needs human element. ABA Banking Journal, (April), 46–48.

American Society for Industrial Security. (2008, 21 August). Open letter: Comments to ASIS ANSI PINS Standards Project – BSR ASIS BCM.01-200X. In Continuity Central, ASIS versus DRII. Continuity Central. Retrieved from http://www.continuitycentral.com/news04105.html

Ash, S.R., & Ross, D.K. (2004). Crisis management through the lens of epidemiology. Business Horizons, 47(3), 49–57.

Ashmos, D.P., Duchon, D., & Bodensteiner, W.D. (1997). Linking issue labels and managerial actions: A study of participation in crisis vs. opportunity issues. Journal of Applied Business Research, 13(4), 31–45.

Australian Prudential Regulation Authority. (2005a). Prudential standard GPS 222 business continuity management. Sydney: Australian Prudential Regulation Authority.

Australian Prudential Regulation Authority. (2005b). Prudential standard APS 222 business continuity management. Sydney: Australian Prudential Regulation Authority.

Bank of Thailand. (2003). Strategic risk manual: Risk assessment and information and technology system department (financial institutions supervision). Bangkok: Bank of Thailand.

Billings, R., Milburn, T., & Schaalman, M. (1980). A model of crisis perception. Administrative Science Quarterly, 25, 300–316.

Birkland, T.A. (2009). Disasters, catastrophes, and policy failure in the homeland security era. Review of Policy Research, 26(4), 423–438.

Boin, A., & Smith, D. (2006). Terrorism and critical infrastructures: Implications for public–private crisis management. Public Money and Management, 26(5), 295–304.

Bowman, R.H., Jr. (2008). Business continuity planning for data centers and systems – a strategic implementation guide. Hoboken, NJ: John Wiley & Sons.

Bradford, M. (1992). Banks told to be ready to handle a power loss. Business Insurance, 26(9), 10–11.

British Standards Institution. (1995). BS 7799 Information security management. London: British Standards Institution.

British Standards Institution. (2000). BS 15000 IT service management code of practice and specification. London: British Standards Institution.

British Standards Institution. (2003). Publicly available specification 56: Guide to business continuity management. London: British Standards Institution.

British Standards Institution. (2005). BS ISO/IEC 20000-1:2005 information technology – service management – specification. Retrieved from http://www.bsi-global.com/ICT/Service/bs15000-1.xalter

British Standards Institution. (2006). BS 25999-1 Code of practice for business continuity management. London: British Standards Institution.

British Standards Institution. (2007). BS 25999-2 Specification for business continuity management. London: British Standards Institution.

Acharya, V. V., Eisert, T., Eufinger, C., & Hirsch, C. (2021). Real effects of the sovereign debt crisis in Europe: Evidence from syndicated loans. Journal of Financial Economics, 142(1), 186–210. https://doi.org/10.1016/j.jfineco.2021.03.010

Amankwah, J., Marfo-Yiadom, E., & Ansah, S. (2021). Debt financing and firm performance: Evidence from non-financial firms in Ghana. Cogent Economics & Finance, 9(1), 1964584. https://doi.org/10.1080/23322039.2021.1964584

Bernanke, B. S., & Gertler, M. (1989). Agency costs, net worth, and business fluctuations. American Economic Review, 79(1), 14–31. https://doi.org/10.1257/aer.79.1.14

Bernanke, B. S., & Gertler, M. (1990). Financial fragility and economic performance. Quarterly Journal of Economics, 105(1), 87–114. https://doi.org/10.2307/2937946

Bernanke, B. S., Gertler, M., & Gilchrist, S. (1999). The financial accelerator in a quantitative business cycle framework. In J. B. Taylor & M. Woodford (Eds.), Handbook of macroeconomics (Vol. 1C, pp. 1341–1393). Elsevier. https://doi.org/10.1016/S1573-4404(99)01006-7

Boubaker, S., Hamza, A., & Loukil, W. (2022). Financial leverage and firm performance: New evidence from MENA countries.

Research in International Business and Finance, 61, 101696. https://doi.org/10.1016/j.ribaf.2021.101696

Campbell, J. Y., & Cocco, J. F. (2007). How do house prices affect consumption? Evidence from micro data. Journal of Monetary Economics, 54(3), 591–621. https://doi.org/10.1016/j.jmoneco.2006.07.005

Chen, C., Li, Y., & Zhang, L. (2023). Nonlinear effect of leverage on firm performance: Evidence from Asian emerging markets. Pacific-Basin Finance Journal, 79, 101864. https://doi.org/10.1016/j.pacfin.2023.101864

Chen, X., Wang, Y., & Zhao, J. (2024). Household leverage and real estate firm performance: Evidence from China. China Economic Review, 83, 101952. https://doi.org/10.1016/j.chieco.2023.101952

Dang, V. A., Kim, Y. J., & Shin, Y. (2021). Capital structure dynamics and firm performance. Journal of Corporate Finance, 68, 101938. https://doi.org/10.1016/j.jcorpfin.2021.101938

Fischer, E. O., Heinkel, R., & Zechner, J. (1989). Dynamic capital structure choice: Theory and tests. Journal of Finance, 44(1), 19–40. https://doi.org/10.1111/j.1540-6261.1989.tb02553.x

Frank, M. Z., & Goyal, V. K. (2009). Capital structure decisions: Which factors are reliably important? Financial Management, 38(1), 1–37. https://doi.org/10.1111/j.1755-053X.2009.01052.x

Gao, L., Liu, X., & Zhang, H. (2022). Debt financing risk spillovers in China's real estate industry: A network approach. International Review of Financial Analysis, 83, 102276. https://doi.org/10.1016/j.irfa.2022.102276

Geltner, D., & Fisher, J. D. (2025). Real estate finance and investment (18th ed.). McGraw-Hill Education.

Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93(2), 345–368. https://doi.org/10.1016/S0304-4076(99)00025-1

Hansen, B. E. (2000). Sample splitting and threshold estimation. Econometrica, 68(3), 575–603. https://doi.org/10.1111/1468-0262.00129

Hassan, M. K., Hollander, S., & van Lent, L. (2025). Debt financing risk and real estate firm profitability: A cross-country analysis. Journal of Real Estate Finance and Economics, 70(1), 89–115. https://doi.org/10.1007/s11146-024-09987-6

Hendershott, P. H., & MacGregor, B. D. (2005). What moves housing markets? A cross-country study. Journal of Housing Economics, 14(1), 1–20. https://doi.org/10.1016/j.jhe.2004.09.002

Huang, Y., & Liu, X. (2022). Financing constraints and corporate investment in China's real estate industry. Emerging Markets Finance and Trade, 58(13), 3658–3674. https://doi.org/10.1080/1540496X.2021.1956234

International Monetary Fund. (2023). Global financial stability report: Navigating the high-inflation environment (April 2023). IMF Publications. https://doi.org/10.5089/9781513541261.001

Jordà, Ò., Schularick, M., & Taylor, A. M. (2022). The great mortgaging: Housing finance, crises, and business cycles. Economic Policy, 37(92), 297–330. https://doi.org/10.1093/epolic/eiac017

Kiyotaki, N., & Moore, J. (1997). Credit cycles. Journal of Political Economy, 105(2), 211–248. https://doi.org/10.1086/261980

Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. Journal of Finance, 28(4), 911–922. https://doi.org/10.1111/j.1540-6261.1973.tb03217.x

Li, J., & Ou, Y. (2021). Linear or nonlinear? Re-examining the relationship between debt and firm performance in China. Journal of Asian Economics, 76, 101492. https://doi.org/10.1016/j.asieco.2021.101492

Li, L., & Su, Y. (2020). Debt financing and resource allocation efficiency of Chinese listed firms. China Finance Review International, 10(4), 457–476. https://doi.org/10.1108/CFRI-03-2020-0065

Li, M., & Wang, H. (2025). Financing constraints and real estate firm performance under credit tightening. Journal of Property Investment & Finance, 43(1), 78–95. https://doi.org/10.1108/JPIF-09-2024-0189

Li, Q. (2025). The impact of the "Three Red Lines" policy on China's real estate corporate financing. China Economic Review, 90, 102105. https://doi.org/10.1016/j.chieco.2024.102105

Li, X., & Zhang, L. (2024). Systemic risk in China's real estate industry: Measurement and determinants. International Review of Economics & Finance, 95, 468–485. https://doi.org/10.1016/j.iref.2024.02.008

Miller, N., & Zhang, H. (2024). Leverage and real estate firm performance: A global perspective. Journal of Real Estate Research, 46(2), 199–226. https://doi.org/10.1080/10835547.2024.2321567

Mian, A., & Sufi, A. (2011). House prices, home equity-based borrowing, and the U.S. household leverage crisis. American Economic Review, 101(5), 2132–2156. https://doi.org/10.1257/aer.101.5.2132

Mian, A., Sufi, A., & Verner, E. (2020). Household debt and business cycles worldwide. Quarterly Journal of Economics, 135(4), 1775–1820. https://doi.org/10.1093/qje/qjaa017

People’s Bank of China. (2023). 2023 China financial stability report. People’s Bank of China Press.

Strebulaev, I. A. (2007). Do tests of capital structure theory mean what they say? Journal of Finance, 62(4), 1747–1787. https://doi.org/10.1111/j.1540-6261.2007.01273.x

Strebulaev, I. A. (2020). Capital structure theory: Past, present, and future. In J. E. Core, W. R. Guay, & D. F. Larcker (Eds.), Handbook of empirical corporate finance (2nd ed., Vol. 1, pp. 1–46). Elsevier. https://doi.org/10.1016/B978-0-12-816558-8.00001-6

Wang, C. (2022). Debt expansion and performance volatility of Chinese real estate listed firms. Journal of Chinese Economic and Business Studies, 20(3), 309–326. https://doi.org/10.1080/14765284.2022.2067654

Wang, F., & Liu, Y. (2023). Threshold effect of leverage on real estate firm performance in China. Frontiers of Business Research in China, 17(1), 20230012. https://doi.org/10.1186/s11782-023-00165-9

Wang, H., Zhang, L., & Liu, X. (2023). Financial spillover effects of real estate debt risk in China. Finance Research Letters, 52, 103434. https://doi.org/10.1016/j.frl.2023.103434

Wu, J., & Zhao, L. (2023). Real estate market prosperity and corporate default risk in China. Emerging Markets Review, 56, 101047. https://doi.org/10.1016/j.ememar.2023.101047

Wu, S., Li, Y., & Chen, X. (2024). Household leverage and financial risk of real estate enterprises in China: The role of housing demand. China Journal of Finance, 6(2), 89–112.

Zhang, L. (2023). Debt structure and firm performance of China's real estate enterprises. Journal of Business Research, 156, 113265. https://doi.org/10.1016/j.jbusres.2023.113265

Zhang, Q. (2024). Debt financing and performance of Chinese real estate firms: The moderating role of corporate governance. Corporate Governance: An International Review, 32(2), 315–332. https://doi.org/10.1111/corg.12478

Zhang, R., Liu, S., & Zhou, K. (2021). Household leverage and real estate market stability in China. Journal of Housing Economics, 53, 101712. https://doi.org/10.1016/j.jhe.2021.101712

Zhang, S., Wang, Y., & Li, M. (2024). Optimal leverage range for China's real estate enterprises: Evidence from panel threshold model. Economic Modelling, 132, 106458. https://doi.org/10.1016/j.econmod.2024.106458

Zhao, L., Chen, X., & Wang, H. (2023). Household income and housing demand in China: The role of leverage. China Economic Quarterly, 22(3), 897–920.

Downloads

Published

25-12-2025

Issue

Section

Articles