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The Role of Housing Mortgage Leverage in Stock Asset Pricing: Evidence from the Chinese A-share Market

Author

Listed:
  • Qi-an Chen

    (Chongqing University)

  • Huashi Li

    (Chongqing University)

  • Jianyi Lin

    (Chongqing University)

  • Yunfeng Gao

    (Southwest University)

Abstract

This study detects the linkage between housing mortgage leverage and stock asset pricing in China’s A-share stock market. We deduce relevant asset pricing models in which a significant pricing factor—termed the housing-mortgage-leverage factor and measured by the growth rate of housing mortgage leverage—is included. Based on these models, corresponding empirical tests on the role of housing mortgage leverage in stock asset pricing are conducted in the Chinese A-share stock market. Congruently, two significant results are presented. First, the housing mortgage-leverage factor positively correlates with excess stock returns, and the price of the housing mortgage-leverage risk is positive, giving rise to the premium associated with fluctuations in housing mortgage leverage. Second, the housing mortgage-leverage factor accounts for variations in cross-sectional stock returns and explains the size effect to some extent. On further reflection, an excessively rapid increase in housing mortgage leverage can somewhat result in dampening stock investments, in which smaller (larger) stocks suffer higher (lower) degrees of suppression.

Suggested Citation

  • Qi-an Chen & Huashi Li & Jianyi Lin & Yunfeng Gao, 2025. "The Role of Housing Mortgage Leverage in Stock Asset Pricing: Evidence from the Chinese A-share Market," The Journal of Real Estate Finance and Economics, Springer, vol. 71(2), pages 209-253, August.
    • Handle: RePEc:kap:jrefec:v:71:y:2025:i:2:d:10.1007_s11146-023-09940-5
    DOI: 10.1007/s11146-023-09940-5
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    1. Zan Yang & Ying Fan & Liqing Zhao, 2018. "A Reexamination of Housing Price and Household Consumption in China: The Dual Role of Housing Consumption and Housing Investment," The Journal of Real Estate Finance and Economics, Springer, vol. 56(3), pages 472-499, April.
    2. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    3. Adrian, Tobias & Crump, Richard K. & Moench, Emanuel, 2015. "Regression-based estimation of dynamic asset pricing models," Journal of Financial Economics, Elsevier, vol. 118(2), pages 211-244.
    4. Scanlon, Paul, 2019. "New goods and asset prices," Journal of Financial Economics, Elsevier, vol. 132(3), pages 140-157.
    5. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    6. Piazzesi, Monika & Schneider, Martin & Tuzel, Selale, 2007. "Housing, consumption and asset pricing," Journal of Financial Economics, Elsevier, vol. 83(3), pages 531-569, March.
    7. Cochrane, John H, 1991. "Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations," Journal of Finance, American Finance Association, vol. 46(1), pages 209-237, March.
    8. Breeden, Douglas T., 1979. "An intertemporal asset pricing model with stochastic consumption and investment opportunities," Journal of Financial Economics, Elsevier, vol. 7(3), pages 265-296, September.
    9. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    10. repec:bla:jfinan:v:59:y:2004:i:4:p:1743-1776 is not listed on IDEAS
    11. Jagannathan, Ravi & Wang, Zhenyu, 1996. "The Conditional CAPM and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 51(1), pages 3-53, March.
    12. Balcilar, Mehmet & Gupta, Rangan & Sousa, Ricardo M. & Wohar, Mark E., 2021. "Linking U.S. State-level housing market returns, and the consumption-(Dis)Aggregate wealth ratio," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 779-810.
    13. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    14. Motohiro Yogo, 2006. "A Consumption‐Based Explanation of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 61(2), pages 539-580, April.
    15. Kim, Soohun & Skoulakis, Georgios, 2018. "Ex-post risk premia estimation and asset pricing tests using large cross sections: The regression-calibration approach," Journal of Econometrics, Elsevier, vol. 204(2), pages 159-188.
    16. Pedro Gete & Michael Reher, 2018. "Mortgage Supply and Housing Rents," The Review of Financial Studies, Society for Financial Studies, vol. 31(12), pages 4884-4911.
    17. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Post-Print hal-01878923, HAL.
    18. Sousa, Ricardo M., 2010. "Consumption, (dis)aggregate wealth, and asset returns," Journal of Empirical Finance, Elsevier, vol. 17(4), pages 606-622, September.
    19. Larry G. Epstein & Stanley E. Zin, 2013. "Substitution, risk aversion and the temporal behavior of consumption and asset returns: A theoretical framework," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 12, pages 207-239, World Scientific Publishing Co. Pte. Ltd..
    20. Yum Kwan & Jinyue Dong, 2014. "Stock Price Dynamics of China: What Do the Asset Markets Tell Us About the Chinese Utility Function?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S3), pages 77-108.
    21. Ho, Ron Yiu Wah & Strange, Roger & Piesse, Jenifer, 2008. "Corporate financial leverage and asset pricing in the Hong Kong market," International Business Review, Elsevier, vol. 17(1), pages 1-7, February.
    22. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    23. George M. Constantinides & Anisha Ghosh, 2017. "Asset Pricing with Countercyclical Household Consumption Risk," Journal of Finance, American Finance Association, vol. 72(1), pages 415-460, February.
    24. Waxman, Andrew & Liang, Yuanning & Li, Shanjun & Barwick, Panle Jia & Zhao, Meng, 2020. "Tightening belts to buy a home: Consumption responses to rising housing prices in urban China," Journal of Urban Economics, Elsevier, vol. 115(C).
    25. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    26. Li, Cheng & Zhang, Ying, 2021. "How does housing wealth affect household consumption? Evidence from macro-data with special implications for China," China Economic Review, Elsevier, vol. 69(C).
    27. Ngo, Phuong V., 2015. "Household leverage, housing markets, and macroeconomic fluctuations," Journal of Macroeconomics, Elsevier, vol. 44(C), pages 191-207.
    28. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Papers 1810.07790, arXiv.org.
    29. Marjorie Flavin & Shinobu Nakagawa, 2008. "A Model of Housing in the Presence of Adjustment Costs: A Structural Interpretation of Habit Persistence," American Economic Review, American Economic Association, vol. 98(1), pages 474-495, March.
    30. Denis Pelletier & Cengiz Tunc, 2019. "Endogenous Life‐Cycle Housing Investment and Portfolio Allocation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(4), pages 991-1019, June.
    31. Zhang, Han, 2021. "An inflation-based ICAPM in China," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    32. Tobias Adrian & Erkko Etula & Tyler Muir, 2014. "Financial Intermediaries and the Cross-Section of Asset Returns," Journal of Finance, American Finance Association, vol. 69(6), pages 2557-2596, December.
    33. Hanno N. Lustig & Stijn G. Van Nieuwerburgh, 2005. "Housing Collateral, Consumption Insurance, and Risk Premia: An Empirical Perspective," Journal of Finance, American Finance Association, vol. 60(3), pages 1167-1219, June.
    34. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    35. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    36. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    37. Boguth, Oliver & Simutin, Mikhail, 2018. "Leverage constraints and asset prices: Insights from mutual fund risk taking," Journal of Financial Economics, Elsevier, vol. 127(2), pages 325-341.
    38. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    39. Pan, Xuefeng & Wu, Weixing, 2021. "Housing returns, precautionary savings and consumption: Micro evidence from China," Journal of Empirical Finance, Elsevier, vol. 60(C), pages 39-55.
    40. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    41. Leite, André Luis & Klotzle, Marcelo Cabus & Pinto, Antonio Carlos Figueiredo & da Silveira Barbedo, Claudio Henrique, 2020. "The Fama-French’s five-factor model relation with interest rates and macro variables," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    42. Jose Luengo-Prado, Maria, 2006. "Durables, nondurables, down payments and consumption excesses," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1509-1539, October.
    43. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    44. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    45. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(3), pages 205-217, September.
    46. Cochrane, John H, 1996. "A Cross-Sectional Test of an Investment-Based Asset Pricing Model," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 572-621, June.
    47. Grace Xing Hu & Can Chen & Yuan Shao & Jiang Wang, 2019. "Fama–French in China: Size and Value Factors in Chinese Stock Returns," International Review of Finance, International Review of Finance Ltd., vol. 19(1), pages 3-44, March.
    48. Lin, Tsoyu Calvin & Lin, Zong-Han, 2011. "Are stock and real estate markets integrated? An empirical study of six Asian economies," Pacific-Basin Finance Journal, Elsevier, vol. 19(5), pages 571-585, November.
    49. Yum K. Kwan & Jinyue Dong, 2014. "Stock Price Dynamics of China: What Do the Asset Markets Tell Us About the Chinese Utility Function?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(03), pages 77-108, May.
    50. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    51. Liu, Lu & Wang, Qiuyun & Zhang, Anquan, 2019. "The impact of housing price on non-housing consumption of the Chinese households: A general equilibrium analysis," The North American Journal of Economics and Finance, Elsevier, vol. 49(C), pages 152-164.
    52. Ralitsa Petkova, 2006. "Do the Fama–French Factors Proxy for Innovations in Predictive Variables?," Journal of Finance, American Finance Association, vol. 61(2), pages 581-612, April.
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    JEL classification:

    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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