IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v49y2024i2d10.1007_s10961-023-10005-1.html
   My bibliography  Save this article

Booming house prices: friend or foe of innovative firms?

Author

Listed:
  • Zhen Chu

    (Shanghai Normal University)

  • Xuanwei Chen

    (Tongji University)

  • Mingwang Cheng

    (Tongji University)

  • Xin Zhao

    (Anhui University of Finance and Economics)

  • Zhouxiang Wang

    (Anhui University)

Abstract

Using threshold and quantile regression methods, this paper explores the nonlinear relationship between housing prices and corporate innovation. In our sample, we find that a single threshold exists when the growth rate of housing prices is at 2.82%, above which the negative impact of housing prices on corporate innovation significantly increases. Results from the quantile regression further suggest that corporate innovation suffers from a stronger negative effect of surging housing prices when firms are at a lower level of innovation. Therefore, policymakers designing innovation policy should consider that housing price beyond certain levels is a nonnegligible obstacle to corporate innovative activity, especially for firms with insufficient enthusiasm for innovation.

Suggested Citation

  • Zhen Chu & Xuanwei Chen & Mingwang Cheng & Xin Zhao & Zhouxiang Wang, 2024. "Booming house prices: friend or foe of innovative firms?," The Journal of Technology Transfer, Springer, vol. 49(2), pages 642-659, April.
    • Handle: RePEc:kap:jtecht:v:49:y:2024:i:2:d:10.1007_s10961-023-10005-1
    DOI: 10.1007/s10961-023-10005-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-023-10005-1
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10961-023-10005-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    2. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. 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.
    6. Johnson, Shane A., 1997. "An Empirical Analysis of the Determinants of Corporate Debt Ownership Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(1), pages 47-69, March.
    7. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    8. Colombo, Massimo G. & Grilli, Luca, 2005. "Start-up size: The role of external financing," Economics Letters, Elsevier, vol. 88(2), pages 243-250, August.
    9. Jeremy Bertomeu & Edwige Cheynel, 2015. "Asset Measurement in Imperfect Credit Markets," Journal of Accounting Research, Wiley Blackwell, vol. 53(5), pages 965-984, December.
    10. Hirano, Tomohiro & Inaba, Masaru & Yanagawa, Noriyuki, 2015. "Asset bubbles and bailouts," Journal of Monetary Economics, Elsevier, vol. 76(S), pages 71-89.
    11. Kaiji Chen & Yi Wen, 2017. "The Great Housing Boom of China," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(2), pages 73-114, April.
    12. 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.
    13. Miao, Jianjun & Wang, Pengfei, 2014. "Sectoral bubbles, misallocation, and endogenous growth," Journal of Mathematical Economics, Elsevier, vol. 53(C), pages 153-163.
    14. Bijan J. Borah & Anirban Basu, 2013. "Highlighting Differences Between Conditional And Unconditional Quantile Regression Approaches Through An Application To Assess Medication Adherence," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1052-1070, September.
    15. Maciej Ryczkowski, 2020. "Money and credit during normal times and house price booms: evidence from time-frequency analysis," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(4), pages 835-861, November.
    16. Sheng, Xin & Guo, Songlin & Chang, Xiaochen, 2022. "Managerial myopia and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 49(C).
    17. Basile, Roberto, 2001. "Export behaviour of Italian manufacturing firms over the nineties: the role of innovation," Research Policy, Elsevier, vol. 30(8), pages 1185-1201, October.
    18. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    19. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    20. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    21. Sudheer Chava & Vikram Nanda & Steven Chong Xiao, 2017. "Lending to Innovative Firms," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 234-289.
    22. Chu, Zhen & Cheng, Mingwang & Yu, Ning Neil, 2021. "A smart city is a less polluted city," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    23. Bing Lu & Xiaofen Tan & Jinhui Zhang, 2019. "The crowding out effect of booming real estate markets on corporate TFP: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(5), pages 1319-1345, March.
    24. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    25. Huang, Liangxiong & Ma, Minghui & Wang, Xianbin, 2022. "Clan culture and risk-taking of Chinese enterprises," China Economic Review, Elsevier, vol. 72(C).
    26. 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.
    27. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    28. Robert Atkinson, 2009. "An innovation economics agenda for the Obama administration," The Journal of Technology Transfer, Springer, vol. 34(4), pages 440-447, August.
    29. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    30. Mehmet Akif Demircioglu & David B. Audretsch, 2019. "Public sector innovation: the effect of universities," The Journal of Technology Transfer, Springer, vol. 44(2), pages 596-614, April.
    31. 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.
    32. Murillo Campello & Long Chen, 2010. "Are Financial Constraints Priced? Evidence from Firm Fundamentals and Stock Returns," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1185-1198, September.
    33. Mao, Yifei, 2021. "Managing innovation: The role of collateral," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    34. Jie Deng & Jingjing Yang, 2020. "The effect of corporate real estate ownership on R&D innovation: credit relief vs. resource replacement in China," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 34(1), pages 44-62, May.
    35. Houston, Joel & James, Christopher, 1996. "Bank Information Monopolies and the Mix of Private and Public Debt Claims," Journal of Finance, American Finance Association, vol. 51(5), pages 1863-1889, December.
    36. Rajeev K. Goel & James W. Saunoris, 2022. "Foreign direct investment (FDI): friend or foe of non-innovating firms?," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1162-1178, August.
    37. Murillo Campello & Long Chen, 2010. "Are Financial Constraints Priced? Evidence from Firm Fundamentals and Stock Returns," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1185-1198, September.
    38. Farzad Saidi & Alminas Žaldokas, 2021. "How Does Firms’ Innovation Disclosure Affect Their Banking Relationships?," Management Science, INFORMS, vol. 67(2), pages 742-768, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huang, Jialin & Rong, Zhao, 2017. "Housing boom, real estate diversification, and capital structure: Evidence from China," Emerging Markets Review, Elsevier, vol. 32(C), pages 74-95.
    2. Rong, Zhao & Leng, Fei & Ma, Jun & Ni, Jinlan, 2024. "Real estate depreciation and cash policy for innovative firms," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    3. Qianhui Yu & Yanying Chen & Feng Helen Liang, 2021. "Housing Market Speculation and Firm Productivity: Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(5), pages 148-174, September.
    4. Rong, Zhao & Zhang, Fuxin & Chen, Shi, 2023. "Short-term loans and Firms' high-quality innovation: Evidence from the access to patent-backed loans in China," China Economic Review, Elsevier, vol. 78(C).
    5. He, Yiqing & Ding, Xin & Yang, Chuchu, 2021. "Do environmental regulations and financial constraints stimulate corporate technological innovation? Evidence from China," Journal of Asian Economics, Elsevier, vol. 72(C).
    6. Bastian von Beschwitz, 2016. "Cash Windfalls and Acquisitions," International Finance Discussion Papers 1159, Board of Governors of the Federal Reserve System (U.S.).
    7. Mengtao Chen & Haojie Zhu & Yongming Sun & Ruoxi Jin, 2023. "The impact of housing macroprudential policy on firm innovation: empirical evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
    8. von Beschwitz, Bastian, 2018. "Cash windfalls and acquisitions," Journal of Financial Economics, Elsevier, vol. 128(2), pages 287-319.
    9. Leming Lin, 2016. "Collateral and the Choice Between Bank Debt and Public Debt," Management Science, INFORMS, vol. 62(1), pages 111-127, January.
    10. Vijayakumaran, Ratnam, 2021. "Impact of managerial ownership on investment and liquidity constraints: Evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 55(C).
    11. Fatematuz Tamanna Ahamed & Muhammad Nurul Houqe & Tony van Zijl, 2023. "Meta‐analysis of the impact of financial constraints on firm performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 1671-1707, June.
    12. Ovtchinnikov, Alexei V., 2016. "Debt decisions in deregulated industries," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 230-254.
    13. 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.
    14. Meneghetti, Costanza, 2012. "Managerial Incentives and the Choice between Public and Bank Debt," Journal of Corporate Finance, Elsevier, vol. 18(1), pages 65-91.
    15. Mao, Yifei, 2021. "Managing innovation: The role of collateral," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    16. Kashefi Pour, Eilnaz, 2017. "Entering the public bond market during the financial crisis: Underinvestment and asymmetric information costs," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 102-114.
    17. Wu, Yan & Heerink, Nico & Yu, Linhui, 2024. "Beyond the collateral channel: Real estate prices and manufacturing firm investment in China," International Review of Economics & Finance, Elsevier, vol. 94(C).
    18. Wu, Xueping & Sercu, Piet & Yao, Jun, 2009. "Does competition from new equity mitigate bank rent extraction? Insights from Japanese data," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1884-1897, October.
    19. Richard Yeaw Chong Seow, 2023. "Comparative Financial Performance and Firm Valuation Analysis: A Malaysian Logistics Service Provider Case Study," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(7), pages 594-613, July.
    20. Almaghrabi, Khadija S., 2023. "Non‐operating risk and cash holdings: Evidence from pension risk," Journal of Banking & Finance, Elsevier, vol. 152(C).

    More about this item

    Keywords

    Housing prices; Corporate innovation; Threshold regression; Quantile regression;
    All these keywords.

    JEL classification:

    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jtecht:v:49:y:2024:i:2:d:10.1007_s10961-023-10005-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.