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Cash flow uncertainty, financial constraints and R&D investment

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  • Beladi, Hamid
  • Deng, Jie
  • Hu, May

Abstract

Based on the data from Chinese listed companies of Shanghai and Shenzhen stock markets between 2005 and 2016, we systematically examine the relationship between cash flow uncertainty and R&D investment, and further research the moderating effect of financial constraints on the association between the two. Our empirical results find that R&D investment decisions tend to be more conservative and cautious due to cash flow uncertainty, which is not conducive to innovation efficiency. Firms with higher cash flow uncertainty invest more cautiously in R&D innovation, whereas firms with lower cash flow invest more boldly in R&D innovation. Financial friction may exacerbate the negative impact of cash flow uncertainty on innovation activities. Strategic cash holding can help firms better deal with the risks caused by cash flow uncertainty. In provinces with high marketization, the market competition intensifies, resulting in more significant cash flow uncertainty.

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  • Beladi, Hamid & Deng, Jie & Hu, May, 2021. "Cash flow uncertainty, financial constraints and R&D investment," International Review of Financial Analysis, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:finana:v:76:y:2021:i:c:s105752192100123x
    DOI: 10.1016/j.irfa.2021.101785
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    as
    1. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    2. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    3. Aamir Rafique Hashmi, 2013. "Competition and Innovation: The Inverted-U Relationship Revisited," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1653-1668, December.
    4. 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.
    5. Cleary, Sean & Povel, Paul & Raith, Michael, 2007. "The U-Shaped Investment Curve: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(1), pages 1-39, March.
    6. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    7. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    8. Beladi, Hamid & Chao, Chi Chur & Hu, May, 2016. "A macro-analysis of financial decisions: An examination of special dividend announcements," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 162-181.
    9. Chen, Tao, 2015. "Institutions, board structure, and corporate performance: Evidence from Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 217-237.
    10. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    11. Glenn W. Boyle & Graeme A. Guthrie, 2003. "Investment, Uncertainty, and Liquidity," Journal of Finance, American Finance Association, vol. 58(5), pages 2143-2166, October.
    12. Al-Hadi, Ahmed & Eulaiwi, Baban & Al-Yahyaee, Khamis Hamed & Duong, Lien & Taylor, Grantley, 2020. "Investment committees and corporate cash holdings," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    13. Frederic Malherbe, 2014. "Self-Fulfilling Liquidity Dry-Ups," Journal of Finance, American Finance Association, vol. 69(2), pages 947-970, April.
    14. Chay, J.B. & Suh, Jungwon, 2009. "Payout policy and cash-flow uncertainty," Journal of Financial Economics, Elsevier, vol. 93(1), pages 88-107, July.
    15. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    16. Daxuan Zhao & Tien Foo Sing, 2016. "Corporate Real Estate Ownership and Productivity Uncertainty," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(2), pages 521-547, April.
    17. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    18. Chang, Chong-Chuo & Tang, Hui-Wen, 2021. "Corporate cash holdings and total factor productivity – A global analysis," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    19. Hirth, Stefan & Viswanatha, Marc, 2011. "Financing constraints, cash-flow risk, and corporate investment," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1496-1509.
    20. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    21. Brown, James R. & Petersen, Bruce C., 2010. "Public entrants, public equity finance and creative destruction," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1077-1088, May.
    22. Liu, Guanchun & Hu, May & Cheng, Chen, 2021. "The information transfer effects of political connections on mitigating policy uncertainty: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 67(C).
    23. Michael O'Connor Keefe & James Tate & Henk Berkman, 2013. "Is the relationship between investment and conditional cash flow volatility ambiguous, asymmetric or both?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(4), pages 913-947, December.
    24. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    25. Hou, Qingsong & Hu, May & Yuan, Yuan, 2017. "Corporate innovation and political connections in Chinese listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 158-176.
    26. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    27. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2020. "Financial innovation and bank growth: The role of institutional environments," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    28. Gordon, Roger H. & Li, Wei, 2003. "Government as a discriminating monopolist in the financial market: the case of China," Journal of Public Economics, Elsevier, vol. 87(2), pages 283-312, February.
    29. Baban Eulaiwi & Ahmed Al‐Hadi & Syed Mujahid Hussain & Khamis Hamed Al‐Yahyaee, 2020. "Investment Committee, Corporate Cash Holdings and Corporate Life Cycle," International Review of Finance, International Review of Finance Ltd., vol. 20(3), pages 757-769, September.
    30. Kamien, Morton I & Schwartz, Nancy L, 1978. "Self-Financing of an R&D Project," American Economic Review, American Economic Association, vol. 68(3), pages 252-261, June.
    31. David J. Denis & Stephen B. McKeon, 2012. "Debt Financing and Financial Flexibility Evidence from Proactive Leverage Increases," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1897-1929.
    32. Hu, May & Chao, Chi-Chur & Malone, Chris & Young, Martin, 2017. "Real determinants of stock split announcements," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 574-598.
    33. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2013. "Corporate ownership structure and the choice between bank debt and public debt," Journal of Financial Economics, Elsevier, vol. 109(2), pages 517-534.
    34. Philippe Aghion & Peter Howitt, 1997. "Endogenous Growth Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011662, December.
    35. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    More about this item

    Keywords

    Cash flow risk; Financial friction; R&D Investment; Marketization degree;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

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