IDEAS home Printed from https://ideas.repec.org/a/bla/metroe/v74y2023i4p858-886.html
   My bibliography  Save this article

Not your average firm: A quantile regression approach to firm‐level investment in the United States

Author

Listed:
  • Doğuhan Sündal

Abstract

A significant portion of the work published on firm investment adapts models that operate on an “average firm” assumption, which is different from the investment behavior of a modal firm. This study employs a Bayesian quantile regression model to explore the investment rates in the United States and finds, first, that the firms with higher investment rates have a higher responsiveness to the valuation ratio and lower responsiveness to the profit rate, and, second, that there is a decline in the responsiveness of firm investment to these factors in recent years. The paper also emphasizes the role of autonomous investments in determining firm‐level investment rates, based on differing sectoral factors.

Suggested Citation

  • Doğuhan Sündal, 2023. "Not your average firm: A quantile regression approach to firm‐level investment in the United States," Metroeconomica, Wiley Blackwell, vol. 74(4), pages 858-886, November.
  • Handle: RePEc:bla:metroe:v:74:y:2023:i:4:p:858-886
    DOI: 10.1111/meca.12440
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/meca.12440
    Download Restriction: no

    File URL: https://libkey.io/10.1111/meca.12440?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
    ---><---

    References listed on IDEAS

    as
    1. Lewis Alexander & Janice Eberly, 2018. "Investment Hollowing Out," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 66(1), pages 5-30, March.
    2. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    3. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    4. Eberly, Janice & Rebelo, Sergio & Vincent, Nicolas, 2012. "What explains the lagged-investment effect?," Journal of Monetary Economics, Elsevier, vol. 59(4), pages 370-380.
    5. Özgür Orhangazi, 2019. "The role of intangible assets in explaining the investment–profit puzzle," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 43(5), pages 1251-1286.
    6. 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.
    7. Benoit, Dries F. & Van den Poel, Dirk, 2017. "bayesQR: A Bayesian Approach to Quantile Regression," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i07).
    8. Leila Davis & Joao Paulo A. de Souza, 2022. "Churning and profitability in the U.S. corporate sector," Metroeconomica, Wiley Blackwell, vol. 73(3), pages 924-957, July.
    9. Andrei, Daniel & Mann, William & Moyen, Nathalie, 2019. "Why did the q theory of investment start working?," Journal of Financial Economics, Elsevier, vol. 133(2), pages 251-272.
    10. 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.
    11. Roberto Veneziani & Luca Zamparelli & Leila E. Davis, 2017. "Financialization And Investment: A Survey Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 31(5), pages 1332-1358, December.
    12. Strauss, Ilan & Yang, Jangho, 2021. "Slowing investment rates in developing economies: Evidence from a Bayesian hierarchical model," International Review of Financial Analysis, Elsevier, vol. 77(C).
    13. Hirsch, Barry T & Seaks, Terry G, 1993. "Functional Form in Regression Models of Tobin's q," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 381-385, May.
    14. Thomas R. Michl, 2017. "Profit-led growth and the stock market," Review of Keynesian Economics, Edward Elgar Publishing, vol. 5(1), pages 61-77, January.
    15. Timothy Erickson & Toni M. Whited, 2006. "On the Accuracy of Different Measures of q," Financial Management, Financial Management Association International, vol. 35(3), pages 5-33, September.
    16. Foley, Duncan K & Sidrauski, Miguel, 1970. "Portfolio Choice, Investment and Growth," American Economic Review, American Economic Association, vol. 60(1), pages 44-63, March.
    17. James R. Crotty, 1990. "Owner–Manager Conflict and Financial Theories of Investment Instability: A Critical Assessment of Keynes, Tobin, and Minsky," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 12(4), pages 519-542, July.
    18. 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)

    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. Strauss, Ilan & Yang, Jangho, 2024. "Testing for secular stagnation in investment rates using a Bayesian multilevel model," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 351-364.
    2. Grullon, Gustavo & Hund, John & Weston, James P., 2018. "Concentrating on q and cash flow," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 1-15.
    3. Strauss, Ilan & Yang, Jangho, 2021. "Slowing investment rates in developing economies: Evidence from a Bayesian hierarchical model," International Review of Financial Analysis, Elsevier, vol. 77(C).
    4. Paul Mizen & Cihan Yalcin, 2006. "Monetary Policy, Corporate Financial Composition and Real Activity," CESifo Economic Studies, CESifo Group, vol. 52(1), pages 177-213, March.
    5. Caggese, Andrea, 2007. "Testing financing constraints on firm investment using variable capital," Journal of Financial Economics, Elsevier, vol. 86(3), pages 683-723, December.
    6. Gaurav Gupta & Jitendra Mahakud, 2019. "Alternative measure of financial development and investment-cash flow sensitivity: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-28, December.
    7. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2010. "Are small firms more sensitive to financial variables?," Working Papers 2072/151623, Universitat Rovira i Virgili, Department of Economics.
    8. Jean-Bernard Chatelain, 2003. "Structural modelling of financial constraints on investment: where do we stand?," Chapters, in: Paul Butzen & Catherine Fuss (ed.), Firms’ Investment and Finance Decisions, chapter 2, pages 40-58, Edward Elgar Publishing.
    9. Masayuki MORIKAWA, 2012. "Financial Constraints in Intangible Investments: Evidence from Japanese firms," Discussion papers 12045, Research Institute of Economy, Trade and Industry (RIETI).
    10. Caggese, Andrea, 2007. "Financing constraints, irreversibility, and investment dynamics," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2102-2130, October.
    11. Casey Dougal & Christopher A. Parsons & Sheridan Titman, 2014. "Urban Vibrancy and Corporate Growth," NBER Working Papers 20350, National Bureau of Economic Research, Inc.
    12. 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.
    13. Ann E. Harrison & Inessa Love & Margaret S. McMillan, 2022. "Global capital flows and financing constraints," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 8, pages 181-213, World Scientific Publishing Co. Pte. Ltd..
    14. Joanna Tyrowicz, 2007. "Blame No One ?Investment Decisions of the Polish Stock-Listed Companies," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 50(4), pages 391-410.
    15. 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.
    16. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    17. Gül, Selçuk & Taştan, Hüseyin, 2020. "The impact of monetary policy stance, financial conditions, and the GFC on investment-cash flow sensitivity," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 692-707.
    18. Franzoni, Francesco, 2009. "Underinvestment vs. overinvestment: Evidence from price reactions to pension contributions," Journal of Financial Economics, Elsevier, vol. 92(3), pages 491-518, June.
    19. Joseph P. H. Fan & Li Jin & Guojian Zheng, 2016. "Revisiting the Bright and Dark Sides of Capital Flows in Business Groups," Journal of Business Ethics, Springer, vol. 134(4), pages 509-528, April.
    20. 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.

    More about this item

    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:bla:metroe:v:74:y:2023:i:4:p:858-886. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0026-1386 .

    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.