IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v88y2023ics1057521923001461.html
   My bibliography  Save this article

Financial constraints on credit ratings and cash-flow sensitivity

Author

Listed:
  • Chien, Chih-Chung
  • Chen, Shikuan
  • Chang, Ming-Jen

Abstract

This study investigates whether financial constraints, as measured by the level of credit ratings and their migrations would affect the firm's cash flow allocation policies and reflect the main financial constraints on a firm's cash flow sensitivity of cash. For a given credit quality shock, control for firm-level characteristics and endogeneity of cash flow allocation, our results suggest that firms with higher credit financial constraints have significantly higher cash flow sensitivities on cash holding, investment, and debt financing activities. Our results provide evidence that credit rating risk has a larger impact on cash flow allocation and drives the financial constraints on cash flow sensitivity for various reasons, including precautionary motivation and restricted access to external financing.

Suggested Citation

  • Chien, Chih-Chung & Chen, Shikuan & Chang, Ming-Jen, 2023. "Financial constraints on credit ratings and cash-flow sensitivity," International Review of Financial Analysis, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923001461
    DOI: 10.1016/j.irfa.2023.102630
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521923001461
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2023.102630?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. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
    2. Nickell, Pamela & Perraudin, William & Varotto, Simone, 2000. "Stability of rating transitions," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 203-227, January.
    3. 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.
    4. Leigh A. Riddick & Toni M. Whited, 2009. "The Corporate Propensity to Save," Journal of Finance, American Finance Association, vol. 64(4), pages 1729-1766, August.
    5. Popov, Alexander, 2014. "Credit constraints and investment in human capital: Training evidence from transition economies," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 76-100.
    6. Dasgupta, Sudipto & Noe, Thomas H. & Wang, Zhen, 2011. "Where Did All the Dollars Go? The Effect of Cash Flows on Capital and Asset Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(5), pages 1259-1294, October.
    7. Vinod Venkiteshwaran, 2011. "Partial adjustment toward optimal cash holding levels," Review of Financial Economics, John Wiley & Sons, vol. 20(3), pages 113-121, August.
    8. Arnold, Marc, 2014. "Managerial cash use, default, and corporate financial policies," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 305-325.
    9. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    10. 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.
    11. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    12. Thierry Foucault & Laurent Frésard, 2012. "Cross-Listing, Investment Sensitivity to Stock Price, and the Learning Hypothesis," The Review of Financial Studies, Society for Financial Studies, vol. 25(11), pages 3305-3350.
    13. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    14. repec:bla:jfinan:v:59:y:2004:i:5:p:2061-2092 is not listed on IDEAS
    15. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    16. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    17. Amato, Jeffery D. & Furfine, Craig H., 2004. "Are credit ratings procyclical?," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2641-2677, November.
    18. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    19. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    20. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    21. Dasgupta, Sudipto & Sengupta, Kunal, 2007. "Corporate liquidity, investment and financial constraints: Implications from a multi-period model," Journal of Financial Intermediation, Elsevier, vol. 16(2), pages 151-174, April.
    22. James C. Morley & Charles R. Nelson & Eric Zivot, 2003. "Why Are the Beveridge-Nelson and Unobserved-Components Decompositions of GDP So Different?," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 235-243, May.
    23. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    24. Darren J. Kisgen & Philip E. Strahan, 2010. "Do Regulations Based on Credit Ratings Affect a Firm's Cost of Capital?," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4324-4347, December.
    25. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    26. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    27. Alexander S. Gorbenko, 2010. "Temporary versus Permanent Shocks: Explaining Corporate Financial Policies," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2591-2647, July.
    28. Vladimir A. Gatchev & Todd Pulvino & Vefa Tarhan, 2010. "The Interdependent and Intertemporal Nature of Financial Decisions: An Application to Cash Flow Sensitivities," Journal of Finance, American Finance Association, vol. 65(2), pages 725-763, April.
    29. 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.
    30. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    31. 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.
    32. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    33. Everaert, Gerdie & Pozzi, Lorenzo, 2007. "Bootstrap-based bias correction for dynamic panels," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1160-1184, April.
    34. 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.
    35. Stephen Morris, 2001. "Political Correctness," Journal of Political Economy, University of Chicago Press, vol. 109(2), pages 231-265, April.
    36. Aydoḡan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, April.
    37. Nelson, Charles R., 2008. "The Beveridge-Nelson decomposition in retrospect and prospect," Journal of Econometrics, Elsevier, vol. 146(2), pages 202-206, October.
    38. Bodnaruk, Andriy & Loughran, Tim & McDonald, Bill, 2015. "Using 10-K Text to Gauge Financial Constraints," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(4), pages 623-646, August.
    39. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    40. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    41. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    42. Andrén, Niclas & Jankensgård, Håkan, 2015. "Wall of cash: The investment-cash flow sensitivity when capital becomes abundant," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 204-213.
    43. Heitor Almeida & Murillo Campello & Antonio F. Galvao, 2010. "Measurement Errors in Investment Equations," The Review of Financial Studies, Society for Financial Studies, vol. 23(9), pages 3279-3328.
    44. Aysun Alp, 2013. "Structural Shifts in Credit Rating Standards," Journal of Finance, American Finance Association, vol. 68(6), pages 2435-2470, December.
    45. Warr, Richard S. & Elliott, William B. & Koëter-Kant, Johanna & Öztekin, Özde, 2012. "Equity Mispricing and Leverage Adjustment Costs," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(3), pages 589-616, June.
    46. Bassett, William F. & Chosak, Mary Beth & Driscoll, John C. & Zakrajšek, Egon, 2014. "Changes in bank lending standards and the macroeconomy," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 23-40.
    47. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    48. Fama, Eugene F. & French, Kenneth R., 2005. "Financing decisions: who issues stock?," Journal of Financial Economics, Elsevier, vol. 76(3), pages 549-582, June.
    49. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    50. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    51. Dimitrov, Valentin & Palia, Darius & Tang, Leo, 2015. "Impact of the Dodd-Frank act on credit ratings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 505-520.
    52. 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.
    53. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2013. "Investment Behavior, Observable Expectations, and Internal Funds: Corrigendum," American Economic Review, American Economic Association, vol. 103(4), pages 1538-1539, June.
    54. Chava, Sudheer & Gallmeyer, Michael & Park, Heungju, 2015. "Credit conditions and stock return predictability," Journal of Monetary Economics, Elsevier, vol. 74(C), pages 117-132.
    55. Darren J. Kisgen, 2006. "Credit Ratings and Capital Structure," Journal of Finance, American Finance Association, vol. 61(3), pages 1035-1072, June.
    56. Cem Demiroglu & Christopher James & Atay Kizilaslan, 2012. "Bank Lending Standards and Access to Lines of Credit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(6), pages 1063-1089, September.
    57. Xin Chang & Sudipto Dasgupta & George Wong & Jiaquan Yao, 2014. "Cash-Flow Sensitivities and the Allocation of Internal Cash Flow," The Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3628-3657.
    58. Denis, David J. & Mihov, Vassil T., 2003. "The choice among bank debt, non-bank private debt, and public debt: evidence from new corporate borrowings," Journal of Financial Economics, Elsevier, vol. 70(1), pages 3-28, October.
    59. Whited, Toni M, 1992. "Debt, Liquidity Constraints, and Corporate Investment: Evidence from Panel Data," Journal of Finance, American Finance Association, vol. 47(4), pages 1425-1460, September.
    60. Ahn, Seung C. & Schmidt, Peter, 1997. "Efficient estimation of dynamic panel data models: Alternative assumptions and simplified estimation," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 309-321.
    61. Goel, Anand M. & Thakor, Anjan V., 2015. "Information reliability and welfare: A theory of coarse credit ratings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 541-557.
    62. Grullon, Gustavo & Paye, Bradley & Underwood, Shane & Weston, James P., 2011. "Has the Propensity to Pay Out Declined?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 1-24, February.
    63. 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.
    64. Gao, Ning, 2015. "The motives of cash reserve and bidder cash reserve effects," International Review of Financial Analysis, Elsevier, vol. 37(C), pages 73-88.
    65. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    66. Abe de Jong & Marno Verbeek & Patrick Verwijmeren, 2012. "Does Financial Flexibility Reduce Investment Distortions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 35(2), pages 243-259, June.
    67. 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.
    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. Zhu, Huaijia & Chang, Shiwei & Chen, Bo & Zhu, Huaiqi, 2024. "How does military-civilian integration development influence corporate financial constraints in China? Evidence based on quasi-natural experiments," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1273-1289.
    2. Deng, Li & Qian, Pengcheng, 2024. "Mitigating effect of digital payments on the micro-enterprises’ financing constraints," Finance Research Letters, Elsevier, vol. 62(PB).
    3. Panta, Humnath & Narayanasamy, Arun & Panta, Ayush, 2023. "Organizational capital and credit ratings," Finance Research Letters, Elsevier, vol. 57(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. Behr, Patrick & Norden, Lars & Noth, Felix, 2013. "Financial constraints of private firms and bank lending behavior," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3472-3485.
    2. 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.
    3. Manzur Quader & Karl Taylor, 2018. "Corporate efficiency, credit status and investment," The European Journal of Finance, Taylor & Francis Journals, vol. 24(6), pages 439-457, April.
    4. Théo Nicolas, 2022. "Short-term financial constraints and SMEs’ investment decision: evidence from the working capital channel," Small Business Economics, Springer, vol. 58(4), pages 1885-1914, April.
    5. Moshirian, Fariborz & Nanda, Vikram & Vadilyev, Alexander & Zhang, Bohui, 2017. "What drives investment–cash flow sensitivity around the World? An asset tangibility Perspective," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 1-17.
    6. Nusrat Jahan, 2020. "Does Asset Durability Impede Financing? An Empirical Assessment," Carleton Economic Papers 20-17, Carleton University, Department of Economics, revised 07 Aug 2022.
    7. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    8. Abdul Rashid & Noshaba Jabeen, 2018. "Financial frictions and the cash flow – external financing sensitivity: evidence from a panel of Pakistani firms," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-20, December.
    9. Kim, Kirak, 2020. "Inventory, fixed capital, and the cross-section of corporate investment," Journal of Corporate Finance, Elsevier, vol. 60(C).
    10. Filipe Silva & Carlos Carreira, 2012. "Measuring Firms’ Financial Constraints: A Rough Guide," Notas Económicas, Faculty of Economics, University of Coimbra, issue 36, pages 23-46, December.
    11. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    12. Wang, Xun, 2022. "Financial liberalization and the investment-cash flow sensitivity," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    13. Benard Kipyegon Kirui & Nelson H.W. Wawire, 2018. "Measures of Financial Constraints in Kenya," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 217-231.
    14. Niclas Andrén & Håkan Jankensgård, 2020. "Disappearing investment‐cash flow sensitivities: Earnings have not become a worse proxy for cash flow," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 760-785, May.
    15. Alfonsina Iona & Leone Leonida, 2018. "Sample separation and the sensitivity of investment to cash flow: Is the monotonicity condition empirically satisfied?," Working Papers 862, Queen Mary University of London, School of Economics and Finance.
    16. Michael Machokoto, 2021. "Do financial constraints really matter? A case of understudied African firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4670-4705, July.
    17. Dongyang Zhang, 2017. "Is working capital management value-enhancing through alleviating financial constraints? Evidence from Chinese non-listed firms," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 15(4), pages 373-406, October.
    18. Lou, Zhaohui & Xie, Qizhuo & Shen, Jim Huangnan & Lee, Chien-Chiang, 2024. "Does Supply Chain Finance (SCF) alleviate funding constraints of SMEs? Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    19. Söhnke M. Bartram, 2017. "Corporate Postretirement Benefit Plans and Real Investment," Management Science, INFORMS, vol. 63(2), pages 355-383, February.
    20. Théo Nicolas, 2019. "How Do Short-term Financial Constraints Affect SMEs’ Long-Term Investment: Evidence from the Working Capital Channel," Working papers 731, Banque de France.

    More about this item

    Keywords

    Cash-flow sensitivities; Credit ratings; Endogeneity; Financial constraints;
    All these keywords.

    JEL classification:

    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L32 - Industrial Organization - - Nonprofit Organizations and Public Enterprise - - - Public Enterprises; Public-Private Enterprises

    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:finana:v:88:y:2023:i:c:s1057521923001461. 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/inca/620166 .

    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.