Housing price, bank credit, and firm innovation investment: theory and evidence from China
DOI: https://doi.org/10.3846/tede.2025.23925Abstract
This paper develops a novel theoretical model to explore the impact of housing price appreciation on firm innovation investment and its interaction with bank lending. The predictions of the model are empirically tested using a comprehensive dataset of China’s A-share listed companies and 94 cities over the period 2011–2021. The findings provide robust evidence of a crowding-out effect, where rising housing prices negatively affect firm innovation investment. Moreover, the crowding-out effect is found to be less pronounced for firms with stronger debt repayment capabilities, superior R&D capabilities, or in tighter credit environments, consistent with the theoretical predictions. Further analysis indicates that the crowding-out effect becomes significant only when banks show a stronger preference for providing short-term loans or exhibit lower service efficiency. In terms of firm innovation outcomes, housing price appreciation generally reduces innovation efficiency, and this negative impact is especially pronounced for lower-quality innovation projects.
First published online 19 November 2025
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housing price, bank credit, firm innovation investmentHow to Cite
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Copyright (c) 2025 The Author(s). Published by Vilnius Gediminas Technical University.

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References
Acemoglu, D., Akcigit, U., Alp, H., Bloom, N., & Kerr, W. (2018). Innovation, reallocation, and growth. American Economic Review, 108(11), 3450–3491. https://doi.org/10.1257/aer.20130470
Allen, F., Qian, J., & Qian, M. (2005). Law, finance, and economic growth in China. Journal of Financial Economics, 77(1), 57–116. https://doi.org/10.1016/j.jfineco.2004.06.010
Bailey, W., Huang, W., & Yang, Z. (2011). Bank loans with Chinese characteristics: Some evidence on inside debt in a state-controlled banking system. Journal of Financial and Quantitative Analysis, 46(6), 1795–1830. https://doi.org/10.1017/S0022109011000433
Balsmeier, B., Fleming, L., & Manso, G. (2017). Independent boards and innovation. Journal of Financial Economics, 123(3), 536–557. https://doi.org/10.1016/j.jfineco.2016.12.005
Beracha, E., He, Z., Wintoki, M. B., & Xi, Y. (2022). On the relation between innovation and housing prices – A metro level analysis of the US market. Journal of Real Estate Finance and Economics, 65, 622–648. https://doi.org/10.1007/s11146-021-09852-2
Bi, H., Shen, W., & Yang, S.-C. S. (2016). Fiscal limits in developing countries: A DSGE approach. Journal of Macroeconomics, 49, 119–130. https://doi.org/10.1016/j.jmacro.2016.06.002
Blundell, R., Griffith, R., & Windmeijer, F. (2002). Individual effects and dynamics in count data models. Journal of Econometrics, 108(1), 113–131. https://doi.org/10.1016/S0304-4076(01)00108-7
Brown, J. R., Martinsson, G., & Petersen, B. C. (2013). Law, stock markets, and innovation. Journal of Finance, 68(4), 1517–1549. https://doi.org/10.1111/jofi.12040
Chakraborty, I., Goldstein, I., & MacKinlay, A. (2018). Housing price booms and crowding-out effects in bank lending. Review of Financial Studies, 31(7), 2806–2853. https://doi.org/10.1093/rfs/hhy033
Chaney, T., Sraer, D., & Thesmar, D. (2012). The collateral channel: How real estate shocks affect corporate investment. American Economic Review, 102(6), 2381–2409. https://doi.org/10.1257/aer.102.6.2381
Chen, P., Wang, C., & Liu, Y. (2015). Real estate prices and firm borrowings: Micro evidence from China. China Economic Review, 36, 296–308. https://doi.org/10.1016/j.chieco.2015.10.002
Chen, C., Gu, J., & Luo, R. (2022a). Corporate innovation and R&D expenditure disclosures. Technological Forecasting and Social Change, 174, Article 12130. https://doi.org/10.1016/j.techfore.2021.121230
Chen, L., Hasan, R., & Jiang, Y. (2022b). Urban agglomeration and firm innovation: Evidence from Asia. World Bank Economic Review, 36(2), 533–558. https://doi.org/10.1093/wber/lhab022
Contreras, S., Ghosh, A., & Kong, J. H. (2021). Financial crisis, bank failures and corporate innovation. Journal of Banking & Finance, 129, Article 106161. https://doi.org/10.1016/j.jbankfin.2021.106161
Cooper, D. (2013). House price fluctuations: The role of housing wealth as borrowing collateral. Review of Economics and Statistics, 95(4), 1183–1197. https://doi.org/10.1162/REST_a_00323
Cox, J., & Ludvigson, S. C. (2021). Drivers of the great housing boom-bust: Credit conditions, beliefs, or both? Real Estate Economics, 49(3), 843–875. https://doi.org/10.1111/1540-6229.12303
Custódio, C., Ferreira, M. A., & Matos, P. (2019). Do general managerial skills spur innovation? Management Science, 65(2), 459–476. https://doi.org/10.1287/mnsc.2017.2828
Dell’Ariccia, G., Laeven, L., & Suarez, G. A. (2017). Bank leverage and monetary policy’s risk-taking channel: Evidence from the United States. Journal of Finance, 72(2), 613–654. https://doi.org/10.1111/jofi.12467
Duong, H. N., Nguyen, J. H., Nguyen, M., & Rhee, S. G. (2020). Navigating through economic policy uncertainty: The role of corporate cash holdings. Journal of Corporate Finance, 62, Article 101607. https://doi.org/10.1016/j.jcorpfin.2020.101607
Earthdata Search. (n.d.). ASTER Global Digital Elevation Model V003. Retrieved February 5, 2025, from https://search.earthdata.nasa.gov/search?q=C1711961296-LPCLOUD
Fang, V. W., Tian, X., & Tice, S. (2014). Does stock liquidity enhance or impede firm innovation? Journal of Finance, 69(5), 2085–2125. https://doi.org/10.1111/jofi.12187
Gan, J. (2007). Collateral, debt capacity, and corporate investment: Evidence from a natural experiment. Journal of Financial Economics, 85(3), 709–734. https://doi.org/10.1016/j.jfineco.2006.06.007
Giebel, M., & Kraft, K. (2020). Bank credit supply and firm innovation behavior in the financial crisis. Journal of Banking & Finance, 121, Article 105961. https://doi.org/10.1016/j.jbankfin.2020.105961
Gomez-Gonzalez, J. E., Sanin-Restrepo, S., Tamayo, C. E., & Valencia, O. M. (2023). Bank market power and firm finance: Evidence from bank and loan-level data. Economic Change and Restructuring, 56, 4629–4660. https://doi.org/10.1007/s10644-023-09570-0
Guceri, I., & Liu, L. (2019). Effectiveness of fiscal incentives for R&D: Quasi-experimental evidence. American Economic Journal-Economic Policy, 11(1), 266–291. https://doi.org/10.1257/pol.20170403
Hall, B. H., Griliches, Z., & Hausman, J. A. (1986). Patents and R&D: Is there a lag? International Economic Review, 27(2), 265–283. https://doi.org/10.2307/2526504
Hall, B. J., Jaffe, A., & Trajtenberg, M. (2005). Market value and patent citations. Rand Journal of Economics, 36(1), 16–38.
Hirshleifer, D., Hsu, P.-H., & Li, D. (2013). Innovative efficiency and stock returns. Journal of Financial Economics, 107(3), 632–654. https://doi.org/10.1016/j.jfineco.2012.09.011
Jia, N. (2019). Corporate innovation strategy and disclosure policy. Review of Quantitative Finance and Accounting, 52, 253–288. https://doi.org/10.1007/s11156-018-0709-6
Jia, J., Gu, J., & Ma, G. (2021). Real estate boom and firm productivity: Evidence from China. Oxford Bulletin of Economics and Statistics, 83(5), 1218–1242. https://doi.org/10.1111/obes.12434
Jiang, W. (2017). Have instrumental variables brought us closer to the truth. Review of Corporate Finance Studies, 6(2), 127–140. https://doi.org/10.1093/rcfs/cfx015
Jiang, F., Shi, W., & Zheng, X. (2020). Board chairs and R&D investment: Evidence from Chinese family-controlled firms. Journal of Business Research, 112, 109–118. https://doi.org/10.1016/j.jbusres.2020.02.026
Jorgenson, D. W., & Griliches, Z. (1967). The explanation of productivity change. Review of Economic Studies, 34(3), 249–283. https://doi.org/10.2307/2296675
Kjenstad, E. C., & Kumar, A. (2022). The effect of real estate prices on peer firms. Real Estate Economics, 50(4), 1022–1053. https://doi.org/10.1111/1540-6229.12362
Klette, T. J., & Kortum, S. (2004). Innovating firms and aggregate innovation. Journal of Political Economy, 112(5), 986–1018. https://doi.org/10.1086/422563
Koh, P.-S., & Reeb, D. M. (2015). Missing R&D. Journal of Accounting & Economics, 60(1), 73–94. https://doi.org/10.1016/j.jacceco.2015.03.004
Lee, J., & Song, J. (2015). Housing and business cycles in Korea: A multi-sector Bayesian DSGE approach. Economic Modelling, 45, 99–108. https://doi.org/10.1016/j.econmod.2014.11.009
Lu, B., Tan, X., & Zhang, J. (2019). The crowding out effect of booming real estate markets on corporate TFP: Evidence from China. Accounting and Finance, 58(5), 1319–1345. https://doi.org/10.1111/acfi.12451
Ma, Y., & Jiang, Y. (2023). Gradual financial integration and macroeconomic fluctuations in emerging market economies: Evidence from China. Journal of Economic Interaction and Coordination, 18, 275–310. https://doi.org/10.1007/s11403-022-00368-3
Mao, Y. (2021). Managing innovation: The role of collateral. Journal of Accounting & Economics, 72(1), Article 101419. https://doi.org/10.1016/j.jacceco.2021.101419
Martín, A., Moral-Benito, E., & Schmitz, T. (2021). The financial transmission of housing booms: Evidence from Spain. American Economic Review, 111(3), 1013–1053. https://doi.org/10.1257/aer.20191410
Mian, A., & Sufi, A. (2011). House prices, home equity-based borrowing, and the US household leverage crisis. American Economic Review, 101(5), 2132–2156. https://doi.org/10.1257/aer.101.5.2132
Miao, J., & Wang, P. (2014). Sectoral bubbles, misallocation, and endogenous growth. Journal of Mathematical Economics, 53, 153–163. https://doi.org/10.1016/j.jmateco.2013.12.003
Rong, Z., Wang, W., & Gong, Q. (2016). Housing price appreciation, investment opportunity, and firm innovation: Evidence from China. Journal of Housing Economics, 33, 34–58. https://doi.org/10.1016/j.jhe.2016.04.002
Saiz, A. (2010). The geographic determinants of housing supply. Quarterly Journal of Economics, 125(3), 1253–1296. https://doi.org/10.1162/qjec.2010.125.3.1253
Smets, F., & Wouters, R. (2007). Shocks and frictions in US business cycles: A Bayesian DSGE approach. American Economic Review, 97(3), 586–606. https://doi.org/10.1257/aer.97.3.586
Solow, R. M. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39(3), 312–320. https://doi.org/10.2307/1926047
Tan, Y., & Zhu, Z. (2024). The internationalization of capital market and corporate innovation capabilities: A quasi-natural experiment on the inclusion of China’s A-shares in the MSCI index. International Review of Economics & Finance, 93(A), 1021–1038. https://doi.org/10.1016/j.iref.2024.03.060
Wu, Y., Heerink, N., & Yu, L. (2020). Real estate boom and resource misallocation in manufacturing industries: Evidence from China. China Economic Review, 60, Article 101400. https://doi.org/10.1016/j.chieco.2019.101400
Ye, Q., Xu, Z., & Fang, D. (2012). Market structure, performance, and efficiency of the Chinese banking sector. Economic Change and Restructuring, 45(4), 337–358. https://doi.org/10.1007/s10644-012-9123-6
Yuan, D., Shang, D., Ma, Y., & Li, D. (2022). The spillover effects of peer annual report tone for firm innovation investment: Evidence from China. Technological Forecasting and Social Change, 177, Article 121518. https://doi.org/10.1016/j.techfore.2022.121518
Zhou, F., Deng, N., & Wu, D. (2024). Does money buy innovation? The effect of the “Innovative City” pilot on firm innovation in China. Finance Research Letters, 70, Article 106327. https://doi.org/10.1016/j.frl.2024.106327
Zwick, E., & Mahon, J. (2017). Tax policy and heterogeneous investment behavior. American Economic Review, 107(1), 217–248. https://doi.org/10.1257/aer.20140855
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