IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v70y2024ipas0275531924001235.html
   My bibliography  Save this article

External financing sensitivities and inefficient R&D investment: Evidence from China

Author

Listed:
  • Chiu, Sheng-Hsiung
  • Lin, Tzu-Yu
  • Pan, Lu

Abstract

This study presents how a firm’s abnormal research and development (R&D) investment affects its external financing sensitivity. Using data from Chinese listed firms from 2009 to 2020, we find over-investment in R&D firms exhibits lower bank loan financing sensitivity to Tobin's Q (Q) and greater trade credit financing sensitivity to free cash flow. We attribute this finding to a phenomenon that managers (controlling shareholders) expropriate resources from shareholders (minority investors), which leads to increased cost of external debt finance by the firms it faces when the agency problem is growing worse. There is no evidence that supports the managerial motivations of financial constraints and real earnings management used to explain the differential external financing sensitivities to Q and free cash flow of firms with either over-investment in R&D or under-investment in R&D. Our findings are robust to using alternative model specifications, considering internal wealth variables, and executing the test for endogeneity.

Suggested Citation

  • Chiu, Sheng-Hsiung & Lin, Tzu-Yu & Pan, Lu, 2024. "External financing sensitivities and inefficient R&D investment: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PA).
  • Handle: RePEc:eee:riibaf:v:70:y:2024:i:pa:s0275531924001235
    DOI: 10.1016/j.ribaf.2024.102330
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531924001235
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2024.102330?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. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    2. 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.
    3. 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.
    4. Kim, JooMan & Yang, Insun & Yang, Taeyong & Koveos, Peter, 2021. "The impact of R&D intensity, financial constraints, and dividend payout policy on firm value," Finance Research Letters, Elsevier, vol. 40(C).
    5. Hao, Ying & Huang, Yuxiu & Cui, Xuegang & Liu, Qiang & Zhang, Yuwen, 2021. "CEO experience and corporate financing decisions: Evidence from a natural experiment in China," China Economic Review, Elsevier, vol. 70(C).
    6. Javakhadze, David & Ferris, Stephen P. & French, Dan W., 2016. "Social capital, investments, and external financing," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 38-55.
    7. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    8. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    9. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    10. Carey, Peter & Liu, Li & Qu, Wen, 2017. "Voluntary corporate social responsibility reporting and financial statement auditing in China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 13(3), pages 244-262.
    11. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    12. Park, Jin, 2019. "Financial constraints and the cash flow sensitivities of external financing: Evidence from Korea," Research in International Business and Finance, Elsevier, vol. 49(C), pages 241-250.
    13. Chen, Zhihong & Xia, Huizhu, 2020. "Trend instrumental variable regression with an application to the US New Keynesian Phillips Curve," Economic Modelling, Elsevier, vol. 93(C), pages 595-604.
    14. 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.
    15. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    16. Yang, Junhong & Guariglia, Alessandra & Peng, Yuchao & Shi, Yukun, 2022. "Inventory investment and the choice of financing: Does financial development play a role?," Journal of Corporate Finance, Elsevier, vol. 74(C).
    17. 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.
    18. Chen, Xin & Sun, Yong & Xu, Xiaodong, 2016. "Free cash flow, over-investment and corporate governance in China," Pacific-Basin Finance Journal, Elsevier, vol. 37(C), pages 81-103.
    19. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    20. Pan, Jiadong & Lin, Gaobang & Xiao, Wen, 2022. "The heterogeneity of innovation, government R&D support and enterprise innovation performance," Research in International Business and Finance, Elsevier, vol. 62(C).
    21. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    22. Bhandari, Avishek & Kohlbeck, Mark & Mayhew, Brian, 2022. "Association of related party transactions with sensitivity of investments and external financing," Journal of Corporate Finance, Elsevier, vol. 72(C).
    23. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    24. Wruck, Karen Hopper, 1990. "Financial distress, reorganization, and organizational efficiency," Journal of Financial Economics, Elsevier, vol. 27(2), pages 419-444, October.
    25. Lin, Karen Jingrong & Tan, Jinsong & Zhao, Liming & Karim, Khondkar, 2015. "In the name of charity: Political connections and strategic corporate social responsibility in a transition economy," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 327-346.
    26. Huang, Wei & Jiang, Fuxiu & Liu, Zhibiao & Zhang, Min, 2011. "Agency cost, top executives' overconfidence, and investment-cash flow sensitivity -- Evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 19(3), pages 261-277, June.
    27. Stephen Glaeser & Jeremy Michels & Robert E. Verrecchia, 2020. "Discretionary disclosure and manager horizon: evidence from patenting," Review of Accounting Studies, Springer, vol. 25(2), pages 597-635, June.
    28. Wang, Taiyuan & Thornhill, Stewart, 2010. "R&D investment and financing choices: A comprehensive perspective," Research Policy, Elsevier, vol. 39(9), pages 1148-1159, November.
    29. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    30. R. David Mclean & Mengxin Zhao, 2014. "The Business Cycle, Investor Sentiment, and Costly External Finance," Journal of Finance, American Finance Association, vol. 69(3), pages 1377-1409, June.
    31. Lin, Tzu-Yu & Chiu, Sheng-Hsiung & Yang, Hai-Lan, 2022. "Performance evaluation for regional innovation systems development in China based on the two-stage SBM-DNDEA model," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    32. Guariglia, Alessandra & Yang, Junhong, 2016. "A balancing act: Managing financial constraints and agency costs to minimize investment inefficiency in the Chinese market," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 111-130.
    33. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    34. Caglayan, Mustafa & Machokoto, Michael, 2024. "The sensitivity of investment to internal and external funds: New emerging market evidence," Research in International Business and Finance, Elsevier, vol. 67(PB).
    35. Yang, Jin Young, 2023. "Policy uncertainty and substitution between external financing and internal funds: International evidence," Research in International Business and Finance, Elsevier, vol. 66(C).
    36. Almeida, Heitor & Campello, Murillo, 2010. "Financing Frictions and the Substitution between Internal and External Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 589-622, June.
    37. Liu, Duan & Wang, Lili & Yan, Jing & Wan, Hong, 2023. "R&D manipulation and SEO pricing in the Chinese capital market: The information effect of inefficient investment," Research in International Business and Finance, Elsevier, vol. 65(C).
    38. Pellicani, Aline Damasceno & Kalatzis, Aquiles Elie Guimarães, 2019. "Ownership structure, overinvestment and underinvestment: Evidence from Brazil," Research in International Business and Finance, Elsevier, vol. 48(C), pages 475-482.
    39. Firth, Michael & Malatesta, Paul H. & Xin, Qingquan & Xu, Liping, 2012. "Corporate investment, government control, and financing channels: Evidence from China's Listed Companies," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 433-450.
    40. R. David Mclean & Tianyu Zhang & Mengxin Zhao, 2012. "Why Does the Law Matter? Investor Protection and Its Effects on Investment, Finance, and Growth," Journal of Finance, American Finance Association, vol. 67(1), pages 313-350, February.
    41. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    42. Liu, Duan & Wang, Chen & Zhang, Hui & Yao, Shujie & Li, Zixin, 2023. "Financial market imperfections and sensitivity of cash holdings to R&D investment: Evidence from chinese listed firms," Research in International Business and Finance, Elsevier, vol. 66(C).
    43. Grundy, Bruce D. & Verwijmeren, Patrick, 2020. "The external financing of investment," Journal of Corporate Finance, Elsevier, vol. 65(C).
    44. Gatchev, Vladimir A. & Spindt, Paul A. & Tarhan, Vefa, 2009. "How do firms finance their investments?: The relative importance of equity issuance and debt contracting costs," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 179-195, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Watson, Justin & How, Janice & Verhoeven, Peter, 2024. "Hedge fund activism, R&D efficiency and firm value," Research in International Business and Finance, Elsevier, vol. 71(C).

    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. 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).
    2. Guariglia, Alessandra & Yang, Junhong, 2016. "A balancing act: Managing financial constraints and agency costs to minimize investment inefficiency in the Chinese market," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 111-130.
    3. Wang, Yolanda Yulong, 2023. "Corporate diversification, investment efficiency and the business cycle11This work is supported by Shenzhen Humanities & Social Sciences Key Research Bases," Journal of Corporate Finance, Elsevier, vol. 78(C).
    4. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
    5. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    6. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    7. Ning Ding & Kalimullah Bhat & Khalil Jebran, 2020. "Debt choice, growth opportunities and corporate investment: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-22, December.
    8. Lijuan Xiao & Min Bai & Yafeng Qin & Lingyun Xiong & Lijuan Yang, 2021. "Financial Slack and Inefficient Investment Decisions in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 920-941, June.
    9. Hui-Fun Yu & Tsui-Jung Lin & Hai-Yen Chang & Yu-Huai Wang, 2020. "The Impact of Political Connection and Information Asymmetry on Investment Efficiency: Evidence from China," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    10. Annalisa Croce & José Martí, 2017. "Financial constraints in family firms and the role of venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 119-144, March.
    11. Khémiri, Wafa & Noubbigh, Hédi, 2020. "Does sub-Saharan Africa overinvest? Evidence from a panel of non-financial firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 118-130.
    12. Yolanda Yulong Wang, 2023. "Corporate diversification, investment efficiency and the business cycle," Post-Print hal-04005692, HAL.
    13. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    14. Xiao, Gang, 2013. "Legal shareholder protection and corporate R&D investment," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 240-266.
    15. Bessler, Wolfgang & Drobetz, Wolfgang & Haller, Rebekka & Meier, Iwan, 2013. "The international zero-leverage phenomenon," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 196-221.
    16. Xueman Xiang & Carl R. Chen & Yue Liu & Azhar Mughal & Qizhi Tao, 2024. "Are directors with foreign experience better monitors? Evidence from investment efficiency," Review of Quantitative Finance and Accounting, Springer, vol. 62(2), pages 799-840, February.
    17. Im, Hyun Joong & Kang, Ya & Shon, Janghoon, 2020. "How does uncertainty influence target capital structure?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    18. Sprenger, Carsten & Lazareva, Olga, 2022. "Corporate governance and investment-cash flow sensitivity: Evidence from Russian unlisted firms," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 71-100.
    19. Saona, Paolo & San-Martin, Pablo & Vallelado, Eleuterio, 2024. "The zero-debt puzzle in BRICS countries: Disentangling the financial flexibility and financial constraints hypotheses," Emerging Markets Review, Elsevier, vol. 61(C).
    20. Liu, Duan & Wang, Lili & Yan, Jing & Wan, Hong, 2023. "R&D manipulation and SEO pricing in the Chinese capital market: The information effect of inefficient investment," Research in International Business and Finance, Elsevier, vol. 65(C).

    More about this item

    Keywords

    Inefficient R&D investment; Over-investment in R&D; External financing sensitivity; Information asymmetry; Agency problem; Financial constraints; Real earnings management;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:eee:riibaf:v:70:y:2024:i:pa:s0275531924001235. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    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.