IDEAS home Printed from https://ideas.repec.org/p/bis/biswps/517.html
   My bibliography  Save this paper

Leverage on the buy side

Author

Listed:
  • Fernando Avalos
  • Ramon Moreno
  • Tania Romero

Abstract

This paper investigates the microeconomic determinants of leverage decisions by asset managers. Investment funds (the "buy side") have significantly increased their share of global capital flows in recent years. Unconventional monetary policies in advanced economies have squeezed returns while reducing borrowing costs, which in principle creates an incentive for asset managers to use more leverage. We start by studying the recent behaviour of fund leverage in different asset categories at an aggregate level. Leverage appears to have increased significantly in funds focused on the fixed income markets of emerging economies. Then we analyse the microeconomic factors that shape the leverage decision. In line with theory, we find that leverage rises with expected returns, and falls with market risk and borrowing costs. Transaction costs are also mentioned in the literature as another factor that should inhibit leverage. Lacking the requisite data, we introduce as proxies changes in capital controls and macroprudential policies, because they tend to affect expected returns in comparable ways. We find that tighter capital controls on inflows increase leverage rather than decrease it, but that macroprudential measures have no discernible effect. Finally, we discuss these results and their policy implications.

Suggested Citation

  • Fernando Avalos & Ramon Moreno & Tania Romero, 2015. "Leverage on the buy side," BIS Working Papers 517, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:517
    as

    Download full text from publisher

    File URL: http://www.bis.org/publ/work517.pdf
    File Function: Full PDF document
    Download Restriction: no

    File URL: http://www.bis.org/publ/work517.htm
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jeremy C. Stein, 2009. "Presidential Address: Sophisticated Investors and Market Efficiency," Journal of Finance, American Finance Association, vol. 64(4), pages 1517-1548, August.
    2. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    3. Jonathan D. Ostry, 2012. "Managing Capital Flows: What Tools to Use?," Asian Development Review (ADR), World Scientific Publishing Co. Pte. Ltd., vol. 29(01), pages 82-88, June.
    4. Anton Korinek & Damiano Sandri, 2016. "Capital Controls or Macroprudential Regulation?," NBER Chapters, in: NBER International Seminar on Macroeconomics 2015, National Bureau of Economic Research, Inc.
    5. Kristin Forbes & Marcel Fratzscher & Roland Straub, 2013. "Capital Controls and Macroprudential Measures: What Are They Good For?," Discussion Papers of DIW Berlin 1343, DIW Berlin, German Institute for Economic Research.
    6. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    7. Nicolas Magud & Carmen Reinhart & Kenneth Rogoff, 2005. "Capital Controls: Myth and Reality A Portfolio Balance Approach to Capital Controls," University of Oregon Economics Department Working Papers 2006-10, University of Oregon Economics Department.
    8. Stephen Morris & Hyun Song Shin, 2004. "Liquidity Black Holes," Review of Finance, European Finance Association, vol. 8(1), pages 1-18.
    9. Markus K. Brunnermeier & Lasse Heje Pedersen, 2005. "Predatory Trading," Journal of Finance, American Finance Association, vol. 60(4), pages 1825-1863, August.
    10. Cardozo, Pamela & Murcia, Andrés & Cely, Jorge, 2015. "Shadow banking y liquidez en Colombia," Chapters, in: Jose E. Gomez-Gonzalez & Jair N. Ojeda-Joya (ed.), Política monetaria y estabilidad financiera en economías pequeñas y abiertasPolítica monetaria y estabilidad financiera en economías pequeñas y abiert, chapter 1, pages 1-37, Banco de la Republica de Colombia.
    11. Markus K. Brunnermeier & Stefan Nagel & Lasse H. Pedersen, 2009. "Carry Trades and Currency Crashes," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 313-347, National Bureau of Economic Research, Inc.
    12. Nicolas E. Magud & Carmen M. Reinhart & Kenneth S. Rogoff, 2018. "Capital Controls: Myth and Reality--A Portfolio Balance Approach," Annals of Economics and Finance, Society for AEF, vol. 19(1), pages 1-47, May.
    13. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    14. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    15. Denis Gromb & Dimitri Vayanos, 2018. "The Dynamics of Financially Constrained Arbitrage," Journal of Finance, American Finance Association, vol. 73(4), pages 1713-1750, August.
    16. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    17. Gromb, Denis & Vayanos, Dimitri, 2002. "Equilibrium and welfare in markets with financially constrained arbitrageurs," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 361-407.
    18. Patrick M McGuire & Kostas Tsatsaronis, 2008. "Estimating hedge fund leverage," BIS Working Papers 260, Bank for International Settlements.
    19. Philip Turner, 2014. "The global long-term interest rate, financial risks and policy choices in EMEs," BIS Working Papers 441, Bank for International Settlements.
    20. Robert N. McCauley & Patrick McGuire & Vladyslav Sushko, 2015. "Global dollar credit: links to US monetary policy and leverage," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(82), pages 187-229.
    21. Markus K. Brunnermeier & Yuliy Sannikov, 2015. "International Credit Flows and Pecuniary Externalities," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 297-338, January.
    22. Lambert, F. & Ramos-Tallada, J. & Rebillard, C., 2011. "Capital controls and spillover effects: evidence from Latin-American countries," Working papers 357, Banque de France.
    23. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    24. repec:pri:cepsud:237a%20shin is not listed on IDEAS
    25. Viral V. Acharya & S. Viswanathan, 2011. "Leverage, Moral Hazard, and Liquidity," Journal of Finance, American Finance Association, vol. 66(1), pages 99-138, February.
    26. Stefan Avdjiev & Elod Takáts, 2014. "Cross-border bank lending during the taper tantrum: the role of emerging market fundamentals," BIS Quarterly Review, Bank for International Settlements, September.
    27. Alvaro Pedraza, 2015. "Strategic Interactions and Portfolio Choice in Money Management: Theory and Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1531-1569, December.
    28. John Geanakoplos & Ana Fostel, 2008. "Leverage Cycles and the Anxious Economy," American Economic Review, American Economic Association, vol. 98(4), pages 1211-1244, September.
    29. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
    30. Dai, John & Sundaresan, Suresh, 2009. "Risk Management Framework for Hedge Funds: Role of Funding and Redemption Options on Leverage," MPRA Paper 16483, University Library of Munich, Germany.
    31. Valentina Bruno & Hyun Song Shin, 2013. "Capital Flows, Cross-Border Banking and Global Liquidity," NBER Working Papers 19038, National Bureau of Economic Research, Inc.
    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. Hyun Song Shin, 2017. "Breaking free of the triple coincidence in international finance," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Statistical implications of the new financial landscape, volume 43, Bank for International Settlements.
    2. Daniela Gabor, 2018. "Goodbye (Chinese) Shadow Banking, Hello Market†based Finance," Development and Change, International Institute of Social Studies, vol. 49(2), pages 394-419, March.
    3. Molestina Vivar, Luis & Wedow, Michael & Weistroffer, Christian, 2023. "Burned by leverage? Flows and fragility in bond mutual funds," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 354-380.
    4. Dietrich Domanski & Hyun Song Shin & Vladyslav Sushko, 2017. "The Hunt for Duration: Not Waving but Drowning?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(1), pages 113-153, April.
    5. Ramos-Francia, Manuel & Garcia-Verdu, Santiago, 2018. "Is trouble brewing for emerging market economies? An empirical analysis of emerging market economies’ bond flows," Journal of Financial Stability, Elsevier, vol. 35(C), pages 172-191.

    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. Pasricha, Gurnain Kaur & Falagiarda, Matteo & Bijsterbosch, Martin & Aizenman, Joshua, 2018. "Domestic and multilateral effects of capital controls in emerging markets," Journal of International Economics, Elsevier, vol. 115(C), pages 48-58.
    2. Bernardo, Antonio E. & Welch, Ivo, 2013. "Leverage and preemptive selling of financial institutions," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 123-151.
    3. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    4. Bruno, Valentina & Shim, Ilhyock & Shin, Hyun Song, 2017. "Comparative assessment of macroprudential policies," Journal of Financial Stability, Elsevier, vol. 28(C), pages 183-202.
    5. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    6. Brunnermeier, Markus K. & Oehmke, Martin, 2013. "Bubbles, Financial Crises, and Systemic Risk," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1221-1288, Elsevier.
    7. Bilge Erten & Anton Korinek & José Antonio Ocampo, 2021. "Capital Controls: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 59(1), pages 45-89, March.
    8. Vayanos, Dimitri & Wang, Jiang, 2013. "Market Liquidity—Theory and Empirical Evidence ," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1289-1361, Elsevier.
    9. Nataliia Osina, 2021. "Global liquidity and capital flow regulations," Journal of Banking Regulation, Palgrave Macmillan, vol. 22(1), pages 52-72, March.
    10. Jeremy C. Stein, 2011. "Monetary Policy as Financial-Stability Regulation," NBER Working Papers 16883, National Bureau of Economic Research, Inc.
    11. Nataliia Osina, 0. "Global liquidity and capital flow regulations," Journal of Banking Regulation, Palgrave Macmillan, vol. 0, pages 1-21.
    12. Sandro Lunghi & Daniel Schmidt & Bastian von Beschwitz, 2021. "Fundamental Arbitrage under the Microscope: Evidence from Detailed Hedge Fund Transaction Data," Finance and Economics Discussion Series 2021-022, Board of Governors of the Federal Reserve System (U.S.).
    13. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    14. Karlis, Alexandros & Galanis, Girogos & Terovitis, Spyridon & Turner, Matthew, 2017. "Heterogeneity and Clustering of Defaults," Economic Research Papers 270011, University of Warwick - Department of Economics.
    15. Marcel Fratzscher, 2014. "Capital Flow Policies, Monetary Policy and Coordination," RBA Annual Conference Volume (Discontinued), in: Alexandra Heath & Matthew Read (ed.),Financial Flows and Infrastructure Financing, Reserve Bank of Australia.
    16. Marina Lovchikova & Johannes Matschke, 2021. "Capital Controls and the Global Financial Cycle," Research Working Paper RWP 21-08, Federal Reserve Bank of Kansas City.
    17. Andrea Fabiani & Martha López Piñeros & José-Luis Peydró & Paul E. Soto, 2021. "Capital controls, corporate debt and real effects," Economics Working Papers 1833, Department of Economics and Business, Universitat Pompeu Fabra.
    18. Giordani, Paolo E. & Ruta, Michele & Weisfeld, Hans & Zhu, Ling, 2017. "Capital flow deflection," Journal of International Economics, Elsevier, vol. 105(C), pages 102-118.
    19. Mr. Atish R. Ghosh & Mahvash S Qureshi & Naotaka Sugawara, 2014. "Regulating Capital Flows at Both Ends: Does it Work?," IMF Working Papers 2014/188, International Monetary Fund.
    20. Ellul, Andrew & Jotikasthira, Chotibhak & Lundblad, Christian T. & Wang, Yihui, 2013. "Mark-to-market accounting and systemic risk: evidence from the insurance industry," LSE Research Online Documents on Economics 60968, London School of Economics and Political Science, LSE Library.

    More about this item

    Keywords

    leverage; hedge funds/mutual funds; portfolio management; capital structure; capital controls; macroprudential measures;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:bis:biswps:517. 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: Christian Beslmeisl (email available below). General contact details of provider: https://edirc.repec.org/data/bisssch.html .

    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.