July 18, 2016
Financial Stability Oversight Council
Attn: Mr. Jonah Crane
Deputy Assistant Secretary for the Financial Stability Oversight Council
1500 Pennsylvania Avenue NW
Washington, DC 20220
Re: FSOC Update on Review of Asset Management Products and Activities
Dear Mr. Crane:
The Investment Company Institute, on behalf of its U.S. fund membership,1 wishes to respond
to the Financial Stability Oversight Council’s (“FSOC” or “Council”) public update on its two-year
review of asset management products and activities. In a 27-page statement (“Statement”), the Council
explains that it “has identified certain areas of potential financial stability risk and is providing its views
on key areas of focus and next steps to respond to these potential risks.”2 We direct our comments to
the Council’s work and conclusions to date regarding liquidity and redemption risk in mutual funds.
Effective liquidity risk management is central to the proper functioning of a mutual fund. ICI
welcomes the attention of regulators, particularly the Securities and Exchange Commission (“SEC”), to
strengthening what are already strong practices that have proved highly successful across the mutual
fund industry for many years. Investors expect, and the law requires, that mutual funds have sufficient
liquidity to meet redemptions. In its current rulemaking, we believe that the SEC can “raise the bar”
for all mutual funds while allowing sufficient flexibility, because liquidity management is not a “one size
fits all” proposition.
1 The Investment Company Institute (“ICI”) is a leading, global association of regulated funds, including mutual funds,
exchange-traded funds (“ETFs”), closed-end funds, and unit investment trusts (“UITs”) in the United States, and similar
funds offered to investors in jurisdictions worldwide. ICI seeks to encourage adherence to high ethical standards, promote
public understanding, and otherwise advance the interests of funds, their shareholders, directors, and advisers. ICI’s U.S.
fund members manage total assets of $17.9 trillion and serve more than 90 million U.S. shareholders.
2 FSOC, Update on Review of Asset Management Products and Activities (April 18, 2016), available at:
https://www.treasury.gov/initiatives/fsoc/news/Documents/FSOC%20Update%20on%20Review%20of%20Asset%20Ma
nagement%20Products%20and%20Activities.pdf. The Statement indicates that the Council “welcomes ongoing
engagement with stakeholders as this work moves forward.”
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The Council provides no basis, however, for its conclusion that there are financial stability
concerns that may arise from liquidity and redemption risks in mutual funds, particularly funds
investing in less liquid asset classes.3 The Council suggests that fund investors may have incentives to
redeem their shares ahead of other investors in times of market stress (a so-called “first mover
advantage”) and that funds facing significant redemptions may be forced to sell portfolio holdings that
in turn may result in “spillover effects” to other market participants and the broader markets that
would threaten financial stability. A careful reading of the Statement, however, reveals that the
Council has not substantiated its concerns.
FSOC raised these same suppositions about mutual funds in its December 2014 request for
public comment.4 ICI and other commenters responded by providing the Council with extensive data
and analysis demonstrating that (1) mutual funds collectively have a long and consistent history of
modest redemptions, even in times of market stress, and (2) mutual funds’ historical experience is not
mere happenstance but is grounded in the existing regulatory framework, the nature of the investor
base, and the management of fund portfolios.5 Although the Statement gives an occasional nod to this
data and analysis, it is disheartening to see the extent to which the Council appears to prefer what is
essentially a conjectural narrative about mutual funds over the consistent—and very successful—
experience of an investment product used by tens of millions of Americans to help achieve their most
important financial goals.
In this letter, we briefly discuss the lack of support for FSOC’s contentions about financial
stability concerns arising from a first-mover advantage in mutual funds. We then turn to the more
important financial stability issue—whether redemptions from mutual funds can be destabilizing to the
U.S. financial system—and explain that FSOC has failed to substantiate its concerns and, indeed, faces
high hurdles to do so.6 Finally, we address the Statement’s discussion of recent experience in the high-
3 Id. at 12. The Statement sets forth several recommendations “[t]o help mitigate these financial stability risks” and further
indicates that, “[t]o the extent that these or any other measures are implemented by the SEC or other regulators, the
Council intends to review and consider whether risks to financial stability remain.” Id. at 12-13.
4 FSOC, Notice Seeking Comment on Asset Management Products and Activities, 79 Fed. Reg. 77488 (Dec. 24, 2014)
(“2014 Request for Comment”), available at https://www.gpo.gov/fdsys/pkg/FR-2014-12-24/pdf/2014-30255.pdf.
5 See, e.g., Letter to FSOC from Paul Schott Stevens, President & CEO, ICI, dated March 25, 2015 (“March 2015 Letter”),
available at https://www.ici.org/pdf/15_ici_fsoc_ltr.pdf.
6 The Statement cites to selected academic studies. In Appendix A to this letter, we briefly examine each of these studies and
explain why they provide little, if any, support for FSOC’s stated concerns.
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yield bond fund sector and explain why this experience offers no support for FSOC’s stated concerns.7
On these bases, we respectfully ask that the Council reconsider its conclusion about financial stability
risks relating to liquidity and redemptions in mutual funds.
FSOC Concerns about a First Mover Advantage Leading to Financial Stability Risks in Mutual
Funds are Unfounded
The Statement suggests that a first mover advantage in pooled investment vehicles may be
attributed to (1) the mutualization of trading costs or (2) funds selling their most liquid assets first to
meet redemptions. In our March 2015 Letter, we addressed why neither of these provides a basis for
concern about risks to financial stability in the context of mutual funds.
First, we explained that while fund trading costs are indeed “mutualized” among all fund
investors, there are regulatory and other fundamental characteristics of mutual funds that serve to
restrict severely any benefit to “early” redeeming investors and mitigate the impact of redemptions on
investors who remain in the fund. We also explained that fund managers use a variety of techniques to
reduce the impact of this cost sharing and foster more equitable treatment of fund shareholders. Our
letter also discussed the reasons why mutualized trading costs are unlikely to create systemic pressures.8
Second, we explained why a “waterfall theory” of liquidity management—the selling of more
liquid assets first to meet redemptions—does not accurately depict how mutual funds actually manage
liquidity.9 We provided a similar analysis to the SEC in response to its proposal on liquidity risk
management. In particular, we provided data illustrating that short-term asset ratios, even among
mutual funds typically thought of as holding less liquid assets (e.g., alternative strategy funds, high-yield
bond funds) do not deteriorate much, if at all, in response to net cash outflows. The data thus suggest
7 Appendix B to this letter examines this recent experience in more detail. It begins with some brief background on the U.S.
high-yield bond market and the state of that market prior to November 2015. It then considers what happened with high-
yield bond funds from November 2015 to February 2016, a time of significant stress in the high-yield bond market that also
featured the high-profile announcement by a high-yield bond fund that it would suspend investor redemption rights. Based
on empirical data regarding the behavior of investors in high-yield bond funds, the managers of those funds, and other
participants in the high-yield market, we find that fund investors in aggregate reacted quite modestly during this period of
market stress.
8 Id. at 36-43.
9 March 2015 Letter, supra note 5, at 25-36. The next section of this letter includes highlights from that discussion.
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that mutual funds have managed their portfolios effectively by meeting redemptions without impairing
their holdings of short-term assets.10
The Statement asserts that a September 2015 white paper by the SEC’s Division of Economic
and Risk Analysis, entitled Liquidity and Flows of U.S. Mutual Funds (“DERA study”), “has shown that
some mutual funds manage their liquidity in response to large redemptions by disproportionately
selling their relatively more liquid assets.”11 There is no explicit statement to this effect in the DERA
study. The closest statement we found appears on page 46 of the DERA study, which says “we find that
equity portfolio liquidity decreases for U.S. equity funds that experience outflows.” This is quite
different from asserting that funds use their more liquid assets first to meet redemptions. In fact, this
statement in the DERA study is consistent with fund flows and fund liquidity being driven
independently by a third factor: overall market conditions. The DERA study did not control for this
possibility.
We believe there may be a more compelling and more benign explanation for the empirical
findings in the DERA study: (a) macroeconomic developments, such as a weak U.S. unemployment
report or an economic slowdown in China, set off a general decline in the stock market; (b) the drop in
the market is accompanied by a drop in market liquidity; (c) as the market declines, fund returns fall;
and (d) investors react to the drop in fund returns by selling modest amounts of fund shares. We
conducted a statistical analysis to test this explanation, and our results suggest that stock market returns
10 Letter to Brent J. Fields, Secretary, SEC, from Brian K. Reid, Chief Economist, ICI, dated Jan. 13, 2016 (“Research
Letter”) at 32-35, available at https://www.ici.org/pdf/16_ici_sec_lrm_dera_comment.pdf. See also Sean Collins and Chris
Plantier, The “Waterfall Theory” of Liquidity Management Doesn’t Hold Water, Viewpoints, ICI, March 9, 2016, available at
https://www.ici.org/viewpoints/view_16_nyfed_bond_flows_03. A recent paper finds that a bond mutual fund
experiencing a 15% outflow—which is sizeable—would reduce its cash holdings from an average level of 5.04% to 4.41%, its
government bond holdings from 9.84% to 9.40%, and on average would increase its corporate bond holdings from 58.47%
to 58.95%. Hao Jiang, Dan Li and Ashley Wang (2016), “Dynamic Liquidity Management by Corporate Bond Mutual
Funds.” Even though the authors interpret their findings as providing evidence that fund managers are willing to use up
more liquid assets to meet redemptions, the paper affirms just the opposite: when funds experience large outflows, the
composition of their portfolios changes very little on average. In fact, the findings in Jiang, Li and Wang (2016) confirm
that the 'waterfall' theory is not borne out in real-life experience in any meaningful way, and certainly not in a way that could
lead to large-scale redemptions from funds.
11 Statement, supra note 2, at 8. The DERA study is available at http://www.sec.gov/dera/staff-papers/white-
papers/liquidity-white-paper-09-2015.pdf.
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drive market liquidity and fund flows, not the reverse.12 On this basis, we believe it is incumbent for
regulators to examine this alternative explanation carefully. If this alternative explanation is correct, the
findings of the DERA study would provide no basis for the contention that mutual funds use their
more liquid assets first to meet redemptions.
FSOC Has Not Substantiated its Concerns about Destabilizing Redemptions from Mutual Funds
FSOC’s concerns about destabilizing redemptions from mutual funds are strikingly similar to
those voiced by the Office of Financial Research (“OFR”) in its widely-criticized 2013 report, Asset
Management and Financial Stability, and by the Financial Stability Board (“FSB”) in its initial
consultation in January 2014 on how to identify non-bank non-insurer global systemically important
financial institutions. Both OFR and the FSB expressed concern that investment funds—particularly
mutual funds—could transmit stress to financial markets through “forced” asset sales prompted by high
levels of investor redemptions.
• According to the OFR report, investors and asset managers “crowd or ‘herd’ into popular
asset classes or securities . . . contribute to increases in asset prices . . . and magnify market
volatility.” Stock and bond funds then “face the risk of large redemption requests in
stressed markets” forcing fund managers to sell portfolio securities at fire sale prices and
transmitting risks across the financial system.13
• The FSB consultation described an “asset liquidation/market channel” in which an
investment fund, as a significant investor in some asset classes, may be forced to liquidate
positions. The FSB posited that, in times of stress, such liquidations “could cause
temporary distortions in market liquidity and/or prices that cause indirect stress to other
market participants.” The FSB further suggested that such effects may occasion a loss of
investor confidence in a specific asset class, causing “runs” on other investment funds
presenting similar features or conducting a similar strategy.14
12 See Research Letter, supra note 10, at 35-41.
13 OFR, Asset Management and Financial Stability (Sept. 2013) at 9, 12-15, available at
https://financialresearch.gov/reports/files/ofr_asset_management_and_financial_stability.pdf.
14 Consultative Document, Assessment Methodologies for Identifying Non-Bank Non-Insurer Global Systemically Important
Financial Institutions: Proposed High-Level Framework and Specific Methodologies (8 Jan. 2014) at 29, available at
http://www.fsb.org/wp-content/uploads/r_140108.pdf.
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As we explained in detail to OFR and the FSB, this hypothesis of destabilizing redemptions by
mutual funds is not new—in fact, such claims have been raised from time to time since the Great
Depression. Over the years since the mid-1940s, there has been tremendous growth in both stock and
bond funds, and there have been several periods of severe market stress. And yet, across these seven
decades, there is no empirical evidence of destabilizing redemptions by stock and bond funds. In fact,
the historical data paints a remarkably consistent picture: (1) net redemptions from most individual
mutual funds, and from mutual funds collectively, are modest even during times of severe market stress;
(2) fund sales of portfolio securities during such periods also are modest; and (3) fund sales of portfolio
securities never have risen to a level that impacted overall market prices. Our March 2015 Letter
pointed FSOC to this historical data.15
The Council makes brief reference to this historical data but fails to appreciate its significance.16
The very consistency of the results, across different market cycles and different types of funds, suggests
there are compelling and enduring reasons for mutual funds’ long history of success in meeting investor
redemptions. Our March 2015 Letter described these reasons and provided empirical data to support
them.17 Briefly stated, they include the following:
1. Even in periods of net outflows, some investors continue to purchase shares in almost all
mutual funds.18 Fully 95 percent of the assets in stock and bond mutual funds are held by retail
investors. They often construct diversified investment portfolios by investing in different
mutual funds to gain exposure to a number of asset classes and sub-asset classes. And they take
the long view in saving for college or retirement.
15 March 2015 Letter, supra note 5, at note 68 and accompanying text.
16 See, e.g., Statement, supra note 2, at note 26 and accompanying text.
17 Our March 2015 Letter provided data for high-yield bond funds throughout our discussion of liquidity and redemption
risk. It also cited to additional empirical analysis for various other types of mutual funds: domestic equity funds, emerging
market equity funds, investment grade bond funds, government bond funds, multi-sector bond funds, world bond funds,
and tax-exempt bond funds. See March 2015 Letter, supra note 5, at note 21 (citing Sean Collins, Why Long-Term Fund
Flows Aren’t a Systemic Risk: Multi-Sector Review Shows the Same Result, Viewpoints, ICI, March 4, 2015, available at
https://www.ici.org/viewpoints/view_15_fund_flow_04). In all cases, the data tell a similar story: mutual fund investors
redeem only modestly, even during times of market stress.
18 March 2015 Letter, supra note 5, at 18-22.
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2. Funds have sources of cash to meet redemptions, other than through sales of portfolio assets.19
These include proceeds from the sale of new shares, interest and dividend payments, proceeds
from maturing debt instruments, and dividends reinvested by shareholders.
3. Funds typically have multi-faceted liquidity management practices.20 These include active
monitoring of the fund’s overall liquidity profile, using quantitative tools to measure liquidity,
understanding the fund’s investor base and historical patterns of purchases and redemptions,
communicating with intermediaries who sell fund shares, and potentially receiving advance
notice of large redemptions. Funds may employ portfolio management techniques that
mitigate the risk of having to sell portfolio holdings at a material discount. These include
diversifying across holdings, issuers, sectors, countries and currencies; holding bonds that are
close to maturity as a means of providing a predictable source of cash; and using highly liquid
derivatives to gain investment exposure.
4. Portfolio rebalancing cushions the effects of redemptions.21 A fund must adhere to its stated
investment strategy, irrespective of market events. This results in relative stability for funds’
cash ratios, even during periods of net redemptions.
5. Funds can vary their purchases and sales of portfolio securities to accommodate redemptions.22
During two recent periods of stress in the corporate bond market, for example, high-yield bond
funds met redemptions more by reducing their purchases of securities than by selling off their
existing holdings.
FSOC has cited no evidence that long-established, historical patterns of mutual fund investor
behavior have changed or are likely to do so. To the contrary, we continue to see modest net outflows
from mutual funds in the aggregate, even during times of severe market stress. Without evidence that
destabilizing redemptions are likely to materialize, FSOC’s observations about “the potential for
outflows [from mutual funds] to cause fund distress, and hence broader stress” remain mere conjecture.
19 Id. at 18, 22-23.
20 Id. at 23-26. The SEC’s proposal to require mutual funds to adopt formal liquidity risk management programs should
further strengthen the industry’s already strong practices.
21 Id. at 27-33.
22 Id. at 34-36.
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Recent Experience in the High-Yield Bond Fund Sector is Instructive—But FSOC is
Misconstruing Its Lessons
FSOC expresses particular concern about funds investing in less liquid assets.23 The Statement
asserts that “the potential for outflows to cause fund distress, and hence broader distress, may increase
with the illiquidity of a fund’s investment portfolio.”24 It points to the suspension of redemptions by
the Third Avenue Focused Credit Fund (“FCF”), a high-yield bond fund, as a “useful example” to
illustrate this concern.
The Statement describes the FCF experience in the following terms:25
• FCF’s portfolio was less liquid and invested in more distressed assets than other high-yield bond
funds. Eight of FCF’s top ten holdings were in firms that had been restructured over the past
two years.
• FCF’s portfolio had become increasingly less liquid from June to December 2015.
• This was a period of volatility in the high-yield bond market, during which there were
“significant outflows across the sector.”
• On December 9, 2015, FCF announced that it could no longer pay redemptions without
resorting to sales at prices that would disadvantage remaining shareholders.
23 In its 2014 request for comment, FSOC suggested that investor incentives to redeem “may be magnified for [pooled
investment] vehicles invested in less-liquid asset classes.” 2014 Request for Comment, supra note 4, at 77490. It posed
specific questions to this effect for public comment: “To what extent do pooled investment vehicles holding particular asset
classes pose greater liquidity and redemption risks than others, particularly during periods of market stress? To what extent
does the growth in recent years in assets in pooled investment vehicles dedicated to less liquid asset classes (such as high-yield
bonds or leveraged loans) affect any such risks?” Id. at 77491, question 2. For this reason, we chose to include in our March
2015 Letter a range of empirical data about the experience of high-yield bond funds. See also supra note 17 and
accompanying text.
24 Statement, supra note 2, at 7.
25 The Statement organizes these points in a different manner, but the content is the same.
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• One week later, the SEC issued a temporary order permitting FCF to suspend redemptions.26
• Other high-yield bond funds were able to meet redemption requests, despite the significant
outflows across the sector amid this period of market volatility.
We strongly agree that the FCF example is a useful one. It provides relevant and recent market
experience demonstrating that redemption difficulty at one mutual fund portends neither the same fate
for other mutual funds nor destabilizing impacts for markets and market participants more broadly. In
fact, this example is all the more compelling, because it occurred during a period of market volatility,
and it involved mutual funds that invest in a less liquid asset class. In our view, the success of other
high-yield bond funds in meeting redemptions during this period should serve to allay significantly
FSOC’s concerns about “the potential for outflows to cause fund distress, and hence broader distress.”
And yet, FSOC refuses to be deterred from its narrative. Immediately after acknowledging the
fact that other high-yield bond funds were able to meet redemption requests, the Statement pivots right
back to conjecture: “The closure of FCF illustrates both liquidity and redemption risk in less-liquid
mutual funds and raises questions about the implications for financial stability. If the problems that
forced FCF to close had been widespread among other funds, or perceived to be widespread, its closure
could have had spillover effects on other funds and asset markets.”
The foregoing statements reveal FSOC’s ongoing concern with the possibility of widespread
redemptions from mutual funds—however remote—and the market impact of such redemptions, if
26 See, e.g., March 2015 Letter, supra note 5, at B-3 (“should a fund face a “perfect storm” of unusually heavy redemption
pressures and difficult market conditions . . . the SEC has the authority under Section 22(e) of the Investment Company
Act to allow a fund to suspend redemptions for such period as the SEC determines is necessary to protect the interests of the
fund’s shareholders”). The need for such relief is rare. We have identified only six instances in which the SEC has allowed a
long-term mutual fund(s) to suspend redemptions in situations outside the control of the fund’s adviser (such as weather-
related emergencies). In three of those six instances, the SEC brought enforcement actions against the fund(s), fund adviser
and/or other related parties. See Letter to Brent J. Fields, Secretary, SEC, from David W. Blass, General Counsel, ICI, dated
Jan. 13, 2016 at 46-47 (discussing the SEC’s use of its Section 22(e) authority) and Appendix B (summarizing each of the six
instances in which the SEC has issued orders permitting one or more long-term mutual funds to suspend redemptions).
The letter is available at https://www.ici.org/pdf/16_ici_sec_lrm_rule_comment.pdf.
The Statement correctly observes that FCF’s portfolio had become increasingly less liquid over the six months prior to its
suspension of redemptions. It is quite possible that FCF could have avoided the need for an SEC order by deciding to
liquidate earlier. As discussed in our March 2015 Letter, mutual funds routinely liquidate; this process occurs in an orderly
manner, as determined by the fund adviser and the fund board in accordance with their fiduciary obligations to the fund.
See March 2015 Letter, supra note 5, at Appendices B and C.
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they were to occur. In fact, recent modeling by economists at the Federal Reserve Bank of New York
examines this very issue.27 The economists sought to quantify the potential “spillover effect” from large-
scale redemptions in high-yield bond funds. To do so, they apparently assumed that such funds
immediately would experience outflows of 50% of their assets, over ten times as large as the greatest
monthly outflows seen during recent periods of market stress, including the global financial crisis and
the so-called Taper Tantrum in 2013. But even with this extreme assumption, the results of this
research suggested that the spillover effects would be minimal: perhaps 7 to 23 basis points (0.07 to
0.23 percent) of potential losses on funds’ assets, depending on which funds are included. This is less
than the average daily variability (i.e., standard deviation) in 10-year Treasury bond returns (0.41
percent).
In other words, the New York Federal Reserve’s research suggests that even extremely large
outflows from high-yield bond funds—assumed outflows far greater than ever seen in history—are
simply too small to pose systemic risks. Their economists seem to agree, noting that “in this set of
funds, no particular fund seems capable—by virtue of its size or asset holdings—to impose significant
large fire-sale spillovers on its own.” We think that their research actually points to a stronger
conclusion: outflows from all bond funds in aggregate don’t seem capable of generating the kinds of
hypothetical fire-sale and spillover risks that the New York Federal Reserve’s research contemplates.28
Conclusion
For the reasons outlined above, we respectfully request that the Council reconsider its
conclusion about financial stability risks relating to liquidity and redemptions in mutual funds.
* * * *
27 See Nicola Cetorelli, Fernando Duarte, Thomas Eisenbach, and Emily Eisner, Quantifying Potential Spillovers from Runs
on High-Yield Funds, Liberty Street Economics, Federal Reserve Bank of NY (Feb. 19, 2016), available at
http://libertystreeteconomics.newyorkfed.org/2016/02/quantifying-potential-spillovers-from-runs-on-high-yield-
funds.html#.V08Ss3T2aUl.
28 For a more detailed discussion of our views regarding this research, see Chris Plantier and Sean Collins, New Research by
New York Fed Confirms: Bond Funds Don’t Pose Systemic Risks, Viewpoints, ICI, Feb. 23, 2016, available at
https://www.ici.org/viewpoints/view_16_nyfed_bond_flows.
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If you have any questions regarding the views outlined in this letter or would like additional
information, please feel free to contact me at (202) 326-5901 or paul.stevens@ici.org, Brian Reid, ICI
Chief Economist, at (202) 326-5917 or reid@ici.org, Rachel Graham, Associate General Counsel, at
(202) 326-5819 or rgraham@ici.org, or Frances Stadler, Associate General Counsel and Corporate
Secretary, at (202) 326-5822 or frances@ici.org.
Sincerely,
/s/ Paul Schott Stevens
Paul Schott Stevens
President & CEO
Investment Company Institute
Appendices
cc: The Honorable Mary Jo White, Chair
Mr. David Grim, Director, Division of Investment Management
Mr. Mark Flannery, Director and Chief Economist, Division of Economic and Risk Analysis
U.S. Securities and Exchange Commission
The Honorable Jacob Lew, Secretary
Mr. Richard Berner, Director, Office of Financial Research
U.S. Department of the Treasury
The Honorable Janet Yellen
Chairman, Board of Governors of the Federal Reserve System
The Honorable Timothy Massad
Chairman, Commodity Futures Trading Commission
The Honorable Martin Gruenberg
Chairman, Federal Deposit Insurance Corporation
Mr. Melvin Watt
Director, Federal Housing Finance Agency
Financial Stability Oversight Council
July 18, 2016
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The Honorable Thomas J. Curry
Comptroller of the Currency
The Honorable S. Roy Woodall, Jr.
Financial Stability Oversight Council
The Honorable Rick Metsger
Chairman, National Credit Union Administration
The Honorable Richard Cordray
Director, Consumer Financial Protection Bureau
The Honorable John Ducrest
Commissioner, Louisiana Office of Financial Institutions
The Honorable Adam Hamm
Commissioner, North Dakota Insurance Department
The Honorable Melanie Lubin
Securities Commissioner, Maryland Office of the Attorney General
The Honorable Michael McRaith
Director, Federal Insurance Office
A-1
Appendix A
Discussion of Academic Studies
In the April 2016 statement providing a public update on its review of asset management
products and activities (“Statement”),1 FSOC stated its belief that “there are financial stability
concerns that may arise from liquidity and redemption risks” in mutual funds, particularly funds
investing in less liquid asset classes [emphasis added]. The Council suggests that fund investors may
have incentives to redeem their shares ahead of other investors in times of market stress (a so-called
“first mover advantage”) and that funds facing significant redemptions may be forced to sell portfolio
holdings that in turn may result in “spillover effects” to other market participants and the broader
markets that would threaten financial stability.
The Statement provides no supporting evidence of its own. Instead, it cites selected academic
studies.2 In this appendix, we briefly discuss each of these studies and explain why they provide little, if
any, support for FSOC’s stated concerns.
Qi Chen, Itay Goldstein and Wei Jiang (2010), “Payoff Complementarities and Financial Fragility:
Evidence from Mutual Fund Outflows,” Journal of Financial Economics, 97(2) 239-262
The Statement cites this article in support of its contention that “[r]edemption options and
pricing methods offered by pooled investment vehicles may create a potential ‘first-mover advantage’ if
the costs of meeting investor redemptions are largely borne by remaining investors in the fund.”3
Chen, Goldstein, and Jiang (2010) provides a fund-by-fund analysis. It indicates that investors
tend to redeem out of individual small-cap, mid-cap, or single-country international equity funds that
underperform according to particular measures of market performance. This finding, while quite
plausible, says nothing about whether such funds in aggregate are experiencing outflows or inflows. For
example, some small-cap funds might underperform the markets and thus experience outflows while
other small-cap funds outperform the markets and see inflows. On net, inflows and outflows to such
1 FSOC, Update on Review of Asset Management Products and Activities (April 18, 2016), available at:
https://www.treasury.gov/initiatives/fsoc/news/Documents/FSOC%20Update%20on%20Review%20of%20Asset%20Ma
nagement%20Products%20and%20Activities.pdf.
2 The Statement also cites to a white paper by staff of the Securities and Exchange Commission’s Division of Economic and
Risk Analysis (“DERA”). We briefly discuss the DERA white paper in the letter on pages [3-4].
3 Statement at 5.
A-2
funds might balance with no net effects on the markets at large. The paper by Chen, Goldstein, and
Jiang (2010) simply does not address this issue.
In addition, taking the results in the Chen, Goldstein, and Jiang (2010) as given, it is unclear
whether the effects would be material even for investors in individual funds, let alone for the markets in
general. For example, Chen, Goldstein, and Jiang (2010) report that “illiquid” funds with outflows of 5
percent or more experience a reduction in returns the following month of 13 to 19 basis points. Given
that the stock market varies far more than this on a monthly basis—for instance, the standard deviation
of monthly returns on the S&P 500 from January 2011 to May 2016 was 340 basis points—investors in
such funds might well view the effects reported in Chen, Goldstein, and Jiang (2010) as at best
incidental to their investment decisions.
Joshua Coval and Erik Stafford (2007), “Asset Fire Sales (and Purchases) in Equity Markets,” Journal of
Financial Economics, 86(2), 479-512
The Statement notes that “destabilizing redemptions across mutual funds mostly invested in
less-liquid asset class have not occurred historically.” It posits, however, that if such an event were to
occur, “the resulting asset sales could lead to declines across the asset class, transmit stress to previously
unaffected market participants, and ultimately could create broader market disruptions.”4 In support,
the Statement cites Coval and Stafford (2007).
Coval and Stafford (2007), however, do not make the sweeping claims suggested by the
Statement. They report empirical evidence supporting the conclusion that outflows at particular funds
may cause those funds to sell portfolio securities, in turn putting additional downward pressure in
future months on the prices of the particular securities a given fund sells to meet redemptions. A given
fund may be selling securities in response to outflows but if other, similar funds are experiencing
inflows, the overall effect on financial markets is uncertain and could be none at all. Coval and Stafford
(2007) seem to acknowledge this possibility at least implicitly, stating “Funds experiencing large inflows
tend to increase their existing positions, creating significant [upward] price pressure in the stocks held
in common by these funds.”
As with Chen, Goldstein, and Jiang (2010) discussed above, it is unclear that the effects
reported in Coval and Stafford (2007) are material even at the level of individual funds. Indeed, Coval
and Stafford (2007) acknowledge this, noting that “considering that less than one percent of the stocks
in our sample are subject to widespread flow-induced selling during a given quarter, a fund faces
relatively trivial ex ante expected costs [emphasis added] from the possibility of being forced by fund
4 Id.
A-3
outflows to sell holdings at discounted prices.” In other words, from the perspective of an individual
fund and therefore its investors, it is unclear whether the reported effects are economically material.
Finally, we note that Coval and Stafford (2007) report results that directly contradict the
suggestion in the Statement that a first mover advantage in funds may be attributable to funds selling
their most liquid assets first to meet redemptions.5 On the contrary, Coval and Stafford (2007) state
that “[f]unds experiencing extreme inflows or outflows do not appear to transact with any greater
frequency in larger, more liquid, or better-performing holdings than funds that are subject to moderate
flows. This suggests that funds experiencing extreme inflows or outflows do not mitigate the costs of
their liquidity demands by transacting selectively in holdings.”
Itay Goldstein, Hao Jiang and David T. Ng (2015), “Investor Flows and Fragility in Corporate Bond
Funds,” working paper
The Statement cites Goldstein et al. (2015) to support its contention that “[t]here are also
indications that, in the aggregate, mutual fund investors may be more likely to redeem from less liquid
asset classes following poor performance.” This paper, like most of the others the Statement cites, is
primarily a fund-by-fund analysis, in this case analyzing how flows to individual bond funds respond to
those funds’ returns. Goldstein et al. (2015) find corporate bond funds that underperform their peers
tend to see outflows, while those that outperform tend to see inflows. Given the widespread
recognition that investor flows generally respond to fund returns, at least to some degree,6 this result
does not seem too surprising.
The relevant question for financial stability purposes, though, is whether aggregate net outflows
from funds in response to market events are sufficiently material as to “create, amplify, or transmit risk
more broadly in the financial system in ways that could affect U.S. financial stability.”7 The evidence in
Goldstein et al. (2015) suggests not. In particular, Figure 5 in that paper suggests that returns of minus
5 percent on corporate bond funds might lead to an expected aggregate outflow of 1 percent of their
assets. Put into context, that is a very mild response.
For instance, suppose that on a given day the Federal Reserve were to raise short-term interest
rates by 2 percent and that on that same day longer-term interest rates similarly rose by 2 percent (i.e., a
parallel shift in the yield curve). Market participants probably would consider such assumptions to be
extreme, on the view that the Federal Reserve is unlikely to raise short-term interest rates in increments
5 Id.
6 See, e.g., Investment Company Institute, 2016 Investment Company Fact Book, Figure 2.7 at 38.
7 Statement at 3.
A-4
of greater than 0.25 percent. If, plausibly, the duration of the average corporate bond fund is 5 years,
the Federal Reserve’s actions could create a minus 10 percent return (minus 5 x 2 percent) for corporate
bond funds, which—according to the results in Goldstein et al. (2015)—in turn would lead investors to
redeem just 2 percent of those funds’ assets. In other words, the findings of Goldstein et al. (2015)
suggest that an implausibly sharp tightening of monetary policy leads investors in corporate bond funds
to redeem only very modestly.
Luis Brandao-Marques, Gaston Gelos, Hibiki Ichiue and Hiroko Oura (2015), “Changes in the Global
Investor Base and the Stability of Portfolio Flows to Emerging Markets,” IMF Working Paper,
WP/15/277
The Statement cites this paper, along with Goldstein et al. (2015) and Coval and Stafford
(2007), as indicating that “in the aggregate, mutual fund investors may be more likely to redeem from
less-liquid asset classes following poor performance … [T]he potential for outflows to cause fund
distress, and hence broader stress [emphasis added], may increase with the illiquidity of a fund’s
investment portfolio.”8
The paper by Brandao-Marques et al. (2015), like many the Statement cites, is an analysis of
fund-by-fund data. It presents results indicating that flows from individual funds (U.S. and non-U.S.
mutual funds) to individual emerging market economies depend importantly on the returns in those
markets and on global financial conditions.
That funds alter their purchases and sales of portfolio securities in response to changes in
financial conditions in emerging economies or global conditions seems quite plausible. But the paper’s
fund-by-fund findings do not provide evidence that these effects, in aggregate, “create, amplify, or
transmit risk more broadly in the financial system” in the United States. The paper focuses on the
responses of capital flows provided by funds, whether organized in the U.S. or elsewhere, to emerging
market economies, not capital flows provided by funds to the U.S. economy. Even if FSOC believes
capital flows to emerging market economies could have implications for U.S. financial stability, this
paper suggests that capital flows to emerging economies from U.S. mutual funds do not react sharply to
financial market shocks. As the paper states, funds “differ in their behavior depending on their
domicile: those located … in the United States are less [emphasis in original] sensitive to changes in
[global financial conditions as measured by] the VIX than funds domiciled elsewhere.”9
8 Statement at 7.
9 The Chicago Board Options Exchange (CBOE) Volatility Index (VIX) is a key measure of market expectations of near-
term volatility conveyed by S&P 500 stock index option prices.
A-5
Alberto Manconi, Massimo Massa, and Ayako Yasuda (2012), “The Role of Institutional Investors in
Propagating the Crisis of 2007-2008,” Journal of Financial Economics, 104(3), 491-518
The Statement asserts that “Recent analysis by SEC staff . . . has shown that some mutual funds
manage their liquidity in response to large redemptions by disproportionately selling their relatively
more liquid assets, which might amplify first-mover-advantage by leaving remaining investors with an
increasingly illiquid portfolio.” The Statement then cites the article by Manconi et al. (2012) as
indicating that “Such practices have been shown to contribute to contagion across asset classes.”10
As an initial matter, the SEC staff analysis referred to above does not show—or purport to
show—that funds manage their liquidity in response to large redemptions by disproportionately selling
their relatively more liquid assets.11
Moreover, Manconi et al. (2012), like a number of the other studies the Statement cites, is a
fund-by-fund analysis. The paper argues that during the financial crisis, notably in the second half of
2007, mutual funds holding both securitized bonds and corporate bonds and experiencing outflows
were likely to sell corporate bonds to meet redemptions. This would not be particularly surprising.
Like other kinds of funds, bond funds that experience redemptions might sell a proportionate slice of
their portfolios. A bond fund holding both corporate and securitized bonds thus might sell some of
both types of bonds to meet redemptions (to the extent that the fund does not have other sources of
cash from which to pay redemption proceeds). The paper argues, although it was the securitized bond
market that initially was deteriorating, by selling both types of bonds, funds created contagion running
from securitized bond market to the corporate bond market.
But this result, even taken at face value, does not necessarily have any implications for financial
stability. Rather, to consider the potential for “contagion,” the paper should have examined the extent
to which funds, in aggregate, were selling corporate bonds on net during this period. Although
Manconi et al. (2012) suggest that mutual funds made heavy sales of corporate bonds ($253 billion)
during the last quarter of 2007, ICI data show something quite different. ICI data indicate that in
2007, long-term mutual funds’ net purchases (bonds purchased less bonds sold) of corporate bonds
totaled more than $100 billion, which was split rather evenly between all four quarters in 2007. In
addition, these funds’ net purchases of corporate bonds were higher in 2007 than in 2006. Thus, as the
securitized mortgage market deteriorated in 2007, funds were aggregate net buyers, rather than net
sellers, of corporate bonds, contrary to the contagion hypothesis.
10 Statement at 8.
11 As indicated in note 5 supra, we briefly discuss this SEC staff analysis on pages [3-4] of the letter.
A-6
Fang Cai, Song Han, Dan Li, and Yi Li (2016), “Institutional Herding and Its Price Impact: Evidence
from the Corporate Bond Market,” Federal Reserve Board working paper
The Statement says that “there is evidence that certain types of institutional investors, such as
insurance companies and pension funds, tend to act in concert, and in a way similar to mutual funds,
and their collective behavior can amplify price distortions in market stress.” In support, the statement
cites Cai et al. (2016).
This is essentially a prediction that institutional investors—including mutual funds—engage
predominantly in one-way trading (i.e., selling) in a down market. Appendix B provides evidence from
recent developments in the high-yield market showing that that is not the case.
B-1
Appendix B
Experience in the High-Yield Bond Market: 2014–2016
Regulators and academics have advanced a variety of hypotheses for why there could be financial
stability risks associated with redemptions from mutual funds, particularly funds investing in less liquid
asset classes. One hypothesis attributes these risks to a “first-mover advantage”—the idea that fund
investors may have unique incentives to redeem ahead of other investors to avoid possible future
transaction costs1 or a possible future decrease in portfolio liquidity.2 Another hypothesis anticipates
that funds may need to sell assets more quickly than expected in a stressed market, putting additional
downward pressure on asset prices and leading to additional outflows.3 Yet another hypothesis
envisions increased, possibly panic-driven, selling by fund investors in response to a triggering event
(e.g., sudden or unexpected closure of a single fund) that then transmits stress to additional funds and
the broader market.4
These hypotheses share four testable predictions:
• Prediction 1: Mutual fund investors will redeem heavily across most funds within the affected
asset class.
• Prediction 2: During this period of heavy redemptions, investors will refrain from purchasing
new shares of funds within the asset class, creating a one-way market of sellers of fund shares.
• Prediction 3: Fund managers as a group will be forced by the heavy redemptions to sell
portfolio assets and will not be in a position to buy assets, with the result that managers will be
on one side of the trade in a down market.
• Prediction 4: Other investors will not enter the market to buy the portfolio assets that fund
managers are trying to sell. 5
1 See, e.g., FSOC, Update on Review of Asset Management Products and Activities (April 18, 2016) (“FSOC Statement”) at
note 12 and accompanying text (citing Qi Chen, Itay Goldstein, and Wei Jiang, Payoff Complementarities and Financial
Fragility: Evidence from Mutual Fund Outflows, Journal of Financial Economics 97(2), pp. 239-262 (2010)).
2 Id. at note 13 and accompanying text (citing Paul Hanouna, Jon Novak, Tim Riley and Christof Stahel, Liquidity and
Flows of U.S. Mutual Funds, SEC DERA white paper (Sept. 2015)).
3 Id. at 5.
4 Id. at 8.
5 Id. at 9 (citing Fang Cai, Song Han, Dan Li, and Yi Li, Institutional Herding and Its Price Impact: Evidence from the
Corporate Bond Market, Federal Reserve Working Paper (Mar. 1, 2016)).
B-2
In this appendix, we test these four predictions using publicly available data. We begin with some brief
background on the U.S. high-yield bond market and a description of the state of that market prior to
November 2015. Then, to test the predictions, we look at the experience of high-yield bond mutual
funds from early 2014 to early 2016, with particular attention to the period from November 2015 to
February 2016, a time of significant stress in the high-yield bond market. 6 This period included the
December 2015 announcement by Third Avenue Focused Credit Fund (FCF), a high-yield bond
mutual fund, that it had suspended investor redemption rights.7 We provide empirical data regarding
the behavior of investors in high-yield bond funds, the managers of those funds, and other participants
in the high-yield market.
Contrary to these predictions, the data show that investors were purchasing (as well as selling) shares in
high-yield bond funds during this period of market stress. Similarly, fund managers and other investors
not only sold but also purchased high-yield bonds. The net result was that trading volumes of high-
yield bonds actually rose during December 2015—when the high-yield bond market was under the
greatest degree of stress. 8 We conclude by urging regulators and academics to reexamine their
hypotheses, in accordance with these findings.
An Initial Word on the U.S. High-Yield Bond Market
The U.S. high-yield bond market is generally considered less liquid than U.S. Treasury and agency bond
markets.9 Companies that issue below investment grade bonds have weaker balance sheets and, during
periods of slower economic growth, are more likely to default on their bonds than are investment grade
issuers. For example, more than 10 percent of high-yield debt in the United States is issued by oil and
gas producers and distributors, firms that are vulnerable to fluctuations in oil and gas prices. As a result,
yields on below–investment grade bonds are more volatile, creating larger potential capital gains and
6 ICI data on high-yield bond funds includes two types of bond funds: (1) funds that primarily invest in high-yield fixed-
rate bonds, and (2) high-yield floating-rate funds that largely invest in high-yield floating-rate loans and other floating-rate
debt securities. In May 2014, for example, $293 billion was held in funds that primarily invest in high-yield fixed-rate
bonds, and $147 billion was held in high-yield floating rate funds (for a total of $440 billion in high-yield bond funds).
7 See FSOC Statement, supra note 1, at 7 (pointing to FCF’s suspension of redemptions as a “useful example” to illustrate
“the potential for outflows to cause fund distress, and hence broader distress”).
8 Some may find it counterintuitive that trading volumes in the high-yield bond market rose during a time of severe market
stress, expecting instead that trading would freeze up. Mortgage-backed bonds, for example, often are identified as an
instrument that ceased to trade during the financial crisis. In the case of mortgage-backed bonds, however, investors were
unable to value the pool of mortgages backing many of these bonds. The opacity of the bonds obscured their risk features
and even the nature of bondholders’ claims on the underlying pool of loans. In contrast, a high-yield bond is issued by a
single company, which makes it easier for investors or analysts to evaluate the likelihood of default.
9 See e.g., FSOC Statement, supra note 1, at note 21 (citing Barclays, Liquidity Cost Scores Report (Mar. 2016)).
B-3
losses for investors relative to investment grade bonds. For this reason, investors in high-yield bonds,
including those who invest through funds, can and do experience sizeable monthly fluctuations in total
returns (Figure 1).
State of the U.S. High-Yield Bond Market Prior to November 2015
Corporate revenues and profits rose in the aftermath of the global financial crisis. As expected, default
rates on below–investment grade bonds declined, bond prices rose, and yields fell sharply. By the end of
June 2014, effective yields on high-yield bonds had fallen to 5.28 percent, nearly an 18 percentage point
Figure 1
Monthly Total Returns of U.S. High-Yield Bonds* Are Volatile
Percent; monthly, January 2000–March 2016
*Index represents the BofA Merrill Lynch US High Yield Total Return Index Value©, retrieved from FRED, Federal
Reserve Bank of St. Louis.
Note: The variation (standard deviation) in monthly returns for U.S. high-yield bonds was 2.81 percent over the given
period. Investment-grade bonds experienced less volatility, with a variation of 1.51 percent over the same period.
Source: Investment Company Institute tabulations of Federal Reserve Bank of St. Louis data
-20%
-15%
-10%
-5%
0%
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15%
20
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B-4
drop from their peak in late 2008.10 Yields on debt rated CCC or below had declined 37 percentage
points to 8.0 percent.11
The falling yields and rising prices of bonds produced substantial capital gains for investors and
attracted investors to high-yield bond funds. Beginning in early 2009, high-yield bond funds began to
experience net inflows as investor purchases outpaced investor redemptions (Figure 2). From January
Figure 2
Investor Purchases and Redemptions of High-Yield Bond Funds
Billions of dollars; monthly, January 2009–March 2016
*The shaded region represents November 2015 through February 2016.
Source: Investment Company Institute
2009 through May 2014, high-yield bond funds received $162 billion in net inflows, and assets in these
funds reached a record $440 billion by the end of May 2014.12
10 BofA Merrill Lynch, BofA Merrill Lynch US High Yield Effective Yield©, retrieved from FRED, Federal Reserve Bank of
St. Louis, at https://research.stlouisfed.org/fred2/series/BAMLH0A0HYM2EY.
11 BofA Merrill Lynch, BofA Merrill Lynch US High Yield CCC or Below Effective Yield©, retrieved from FRED, Federal
Reserve Bank of St. Louis, at https://research.stlouisfed.org/fred2/series/BAMLH0A3HYCEY.
12 Out of concern about the volume of these flows, some in the policy community flagged the growth of high-yield bond
funds as a potential source of risk for the economy, based on fears that when yields rose and these funds suffered losses,
0
0.2
0.4
0.6
0.8
1
0
5
10
15
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25
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35
Gross investor purchases Gross investor redemptions
*
B-5
Beginning in mid-2014, yields on high-yield bonds began to rise on expectations that falling oil prices,
slower global growth, and a rising dollar would slow issuers’ revenue and profit growth and increase the
default rate on these bonds. Effective yields on high-yield debt rose more than 2 percentage points
during the second half of 2014, reaching 7.28 percent by mid-December. Bond yields declined in the
first part of 2015, but resumed their rise during the summer and early fall as investors became
increasingly concerned that slower global economic growth could lead to higher default rates.
From June 2014 through October 2015, high-yield bond funds in the aggregate fluctuated between
modest net outflows (i.e., redemptions exceeded purchases) and weak net inflows (i.e., purchases
exceeded redemptions).13 Averaged over the period, high-yield bond funds had net outflows of about
1 percent of assets per month. The share of outstanding high-yield bonds held by high-yield bond
funds declined slightly, from 21.3 percent in June 2014 to 19.9 percent in October 2015.14
Test of Predictions 1 and 2: Fund Investor Behavior from November 2015 to February 2016
All of the hypotheses of investor behavior that regulators and academics have put forth predict that
fund investors will redeem heavily from an asset class during a period of market stress affecting those
assets (Prediction 1). According to these hypotheses, fund investors may redeem to avoid losses or
transaction costs or because they fear a contagion. Similarly, during this period of heavy redemptions,
investors will refrain from purchasing new shares of funds within the asset class (Prediction 2).
The fourth quarter of 2015 provided an opportunity to test these predictions. Sentiment among
investors in the high-yield bond market had turned noticeably more negative in November 2015.
Declining oil and commodity prices along with further signs of slower growth in Brazil, China, and
other emerging market economies increased investor concerns about corporate profits and revenues.
Yields on below–investment grade debt rose sharply. In early November, average yields on high-yield
bonds were about 7.5 percent.15 Yields increased to 8 percent by the beginning of December, and to
investors would react by quickly redeeming their fund shares. See, e.g., International Monetary Fund, Global Financial
Stability Report, Ch. 1: Improving the Balance Between Financial and Economic Risk Taking (Oct. 2014).
13 We note that net outflows were elevated in December 2014. One explanation for this may be that investors were
redeeming shares to realize tax losses.
14 We use as the measure of outstanding high-yield bonds the market value of the bonds in the BofA Merrill Lynch US High
Yield Index. Our calculation of high-yield bond funds’ market share excludes high-yield floating-rate funds. These funds
predominantly hold bank loans and are not included in the BofA Merrill Lynch US High Yield Index.
15 See supra note 10.
B-6
nearly 8.5 percent by December 9. For bonds rated CCC or below, yields rose from 14 percent in early
November to 17 percent by December 9. 16
Net outflows rose in early December. For the week ending December 2, 2015, outflows totaled $850
million, or about 0.2 percent of these funds’ assets. The next week, ending December 9, net outflows
increased to $4.6 billion, or 1.3 percent of fund assets (see Figure 3).
Late on December 9 came the announcement that FCF, a high-yield bond fund, had suspended
investor redemption rights and would liquidate.17 News services carried the story on December 10,18
16 See supra note 11.
17 Mutual funds routinely liquidate for a variety of reasons (e.g., investment strategy no longer in favor, insufficient interest
from investors, departure of portfolio manager), but they very rarely suspend redemptions. Rather, consistent with their
obligations under the Investment Company Act of 1940 and applicable state law, a fund announces its plan to liquidate on a
certain date, and investors are able to redeem some or all of their shares in the fund at any time before the liquidation date.
18 See e.g., A Junk Bond Fund Will Liquidate, and Reimburse Investors Slowly
http://www.nytimes.com/2015/12/11/business/dealbook/high-yield-fund-blocks-investor-withdrawals.html?_r=0 and
Junk Fund’s Demise Fuels Concern Over Bond Rout http://www.wsj.com/articles/as-high-yield-debt-reels-mutual-fund-
Figure 3
U.S. High-Yield Bond Fund Net Outflows Deepened, but Quickly Tapered Off In December
2015
Millions of dollars; weekly, November 4, 2015–March 30, 2016
Source: Investment Company Institute
917
-1,265
-2,171
-1,196
-850
-4,591
-5,769
-1,883
-1,984
-1,191
-1,345
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-1,597
-507
-1,065
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1,379
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B-7
and it made the front page in some major newspapers on December 11.19 Some market commentators
anticipated significant fallout from the fund’s closure during a period of heightened pressure in the
high-yield bond market.20
FCF’s problems did not arise suddenly. Over the prior 18 months, the fund’s cumulative return was
minus 34 percent, and the fund experienced outflows, according to Morningstar, during much of this
period. In four of those months, the fund had outflows exceeding 10 percent of fund assets. By
November 2015, FCF’s assets were $942 million, down from $3.5 billion at its peak (a decrease in assets
of 73 percent).21
Certainly, all the elements for the type of fund investor-driven contagion that academics and regulators
have hypothesized were in place:
• The high-yield bond market was under stress;
• High-yield bond funds were experiencing moderate outflows even prior to FCF’s
announcement;
• FCF suspended investor redemptions—a rare occurrence for a mutual fund;22 and
• News reports were predicting further fallout in the high-yield bond market.
According to Predictions 1 and 2, net outflows from high-yield bond funds should have grown,
amplifying pressure in the high-yield bond market. In the week ending December 16, net outflows
picked up a bit as investors redeemed, on net, $5.8 billion or 1.7 percent of high-yield bond fund assets.
blocks-holders-from-redeeming-1449767526.
19 See e.g., Junk Fund’s Demise Fuels Concern Over Bond Rout http://www.wsj.com/articles/as-high-yield-debt-reels-
mutual-fund-blocks-holders-from-redeeming-1449767526, which appeared on A1 of the Wall Street Journal print edition.
20 See e.g., “A Junk Bond Fund Freezes Out Investors, and the Chills Spread”
http://www.nytimes.com/2015/12/12/business/dealbook/a-junk-bond-fund-freezes-out-investors-and-the-chills-
spread.html and “Third Avenue Fund’s Eerie Financial-Crisis Echo” http://www.wsj.com/articles/third-avenue-funds-
eerie-financial-crisis-echo-1449785807.
21Morningstar Direct.
22 See, e.g., SEC, Open-End Fund Liquidity Risk Management Programs, 80 Fed. Reg. 62274, 62283 at n.82 (Oct. 15, 2015)
(“The Commission has rarely issued orders permitting the suspension of redemptions for periods of restricted trading or
emergency circumstances but has done so on a few occasions.”); Letter to Brent J. Fields, Secretary, SEC, from David W.
Blass, General Counsel, ICI, dated Jan. 13, 2016, at 46 and Appendix B (identifying six instances since 1940 in which the
SEC has granted such orders to one or more stock or bond mutual funds, and describing the limited and unusual
circumstances in each instance). Likewise, the Council acknowledges on page 86 of its 2016 annual report that suspensions
of redemption rights “have been rare.”
B-8
But despite continued pressures in the high-yield market, net outflows from high-yield bond funds
quickly tapered off in the second half of the month, totaling $4.2 billion or 1.2 percent of fund assets
over this two-week period (see Figure 3).
One reason for the slowdown in net outflows is that, while some high-yield bond fund investors were
redeeming their shares in December, other investors were purchasing shares of high-yield bond funds to
such an extent that the total dollar volume of investor purchases of high-yield bond funds increased (see
Figure 2). Some of these purchases may be attributable to investor flows from defined contribution
plans. But such plans account for only a small percentage of the assets in high-yield funds, and
accordingly other investors were an important source of fund share purchases.23
Investors weren’t just buying shares of a few high-performing funds. In December 2015, 98 percent of
high-yield bond funds received new investor purchases. As Figure 4 shows, the purchases (solid blue
bars), measured as a percentage of assets, were significant, even for those funds with the most negative
returns (the horizontal axis).
Why is it that, contrary to Prediction 2, some investors were buying shares of high-yield bond funds—
even as prices were falling and other investors were selling? One reason is that when bond prices fall,
yields rise—compensating investors for the possibility of higher bond default rates.24 A related point is
that if some investors sell into a down market—and help to drive bond prices below their fundamental
value—investors who step in can reap the rewards when bond prices recover. Thus, investors may be
attracted by depressed bond prices because of higher yields or the prospect of rising bond prices.
Irrespective of the reason, these facts—that investors increased their purchases of shares of high-yield
bond funds during December 2015 and that net outflows tapered off—provide evidence that the
hypotheses advanced by academics and regulators do not take into account an important component of
investor behavior: that some investors step in to purchase fund shares even for funds investing in less
23 Investors hold about 15 percent of taxable bond fund assets through defined contribution plans. The share of high-yield
bond fund assets held through such plans is even less. Hence, flows from defined contribution plans typically account for a
small share of high-yield bond fund flows and assets.
24 This is a factor that the first-mover hypothesis overlooks when seeking to explain investor redemptions during periods of
market stress. If investors redeem out of funds to avoid future mutualized trading costs, they also forego future interest
income. Sitting out of the market in December 2015 alone would have cost investors 60 to 80 basis points in interest
income, based on prevailing yields on high-yield bond funds. Such lost income would have exceeded the trading costs, even
for the funds that had significant outflows.
B-9
liquid securities, and even in a highly stressed market. In effect, this two-way trading in fund shares
disrupts the destabilizing spiral that the hypotheses predict.
Test of Prediction 3: Fund Portfolio Manager Trading From November 2015 to February 2016
According to the hypotheses advanced by regulators and academics, not only will fund investors make
one-sided trades to get out of their funds, but fund managers will be forced into one side of the market,
only selling portfolio assets (Prediction 3). These sales would then cause a negative feedback loop,
pushing the prices of those assets lower, sparking further redemptions by fund investors, and prompting
further sales of portfolio assets by fund managers.25
The data tell a different story. Contrary to Prediction 3, fund trading activity provides evidence that
fund managers were both selling and buying portfolio assets—primarily corporate bonds—during
25 The FSOC Statement acknowledges that “the extent to which fund redemptions might contribute to financial stability
risks also depends on the behavior of various types of investors…[F]orced asset sales may not create a feedback loop if other
investors step in to buy the assets.” FSOC Statement, supra note 1, at 8.
Figure 4
U.S. High-Yield Bond Funds Had Investor Purchases and Redemptions in December
Regardless of Performance
Gross purchases and redemptions as a percentage of assets, by fund return, December 2015
*Assets are as of November 30, 2015.
Sources: Investment Company Institute and Morningstar
2.1
9.2
4.3 3.6 4.2 4.9
5.9
9.5
15.8
8.4 6.8 7.0
12.2 11.1
Monthly return (percentage points)
Gross investor purchases Gross investor redemptions
Number of funds: 12 15 42 40 39 30 35
Assets*
(Billions of dollars): $17.4 $10.2 $91.6 $40.8 $69.1 $71.8 $34.3
B-10
December 2015 (Figure 5). Some funds had new cash to invest. About one-quarter of high-yield bond
funds were in net inflow—meaning investors were buying more shares of these funds than they were
selling (Figure 6). Even funds with modest net outflows would have had proceeds from maturing bonds
and interest income to put to work in the market. As a result, 85 percent of high-yield bond fund
managers were buying corporate bonds, including managers of funds that had some of the weakest
performance in December 2015 (Figure 7).
Figure 5
U.S. High-Yield Bond Fund Managers Continued to Buy Corporate Bonds Even During the
2015 Sell-Off
Billions of U.S. dollars; monthly, January 2014–March 2016
*The shaded region represents November 2015 through February 2016.
Source: Investment Company Institute
0
5
10
15
20
25
High-yield bond fund portfolio purchases High-yield bond fund portfolio sales
*
B-11
Figure 6
Most U.S. High-Yield Bond Mutual Funds Had Modest Net Outflows; More than One-
Quarter Had Net Inflows in December 2015
Distribution of net flows as a percentage of total number of funds, December 2015
Note: Data exclude mutual funds that invest in other mutual funds, funds specifically designed for frequent trading,
funds without a full year of history, and any fund with a merger between November 1, 2015 and December 31, 2015.
Source: Investment Company Institute
2.3
8.1
19.8 20.3
23.9
17.1
5.9
0.9 1.8 0.0
Median percentage net flow: -2.6%
Total high-yield percentage net flow: -4.2%
Net new cash flow as a percentage of previous-month total net assets
B-12
Test of Prediction 4: Other Investors Trading Behavior from November 2015 to February 2016
According to Prediction 4, other investors, including institutional investors, would not enter the
market to buy the portfolio assets that fund managers were trying to sell. 26 This prediction would
suggest that overall trading volumes would decline as buyers failed to step into these markets during
periods of stress and that bond funds’ share of the overall trading in the high-yield market would rise.
Neither occurred.
As shown in Figure 8, high-yield bond trading volumes held up well in December 2015 (until the
normal seasonal decline over the year-end holidays), particularly during the most stressed period in the
first half of December when investors’ expectations of higher default rates were changing quickly and
bond yields were rising. Trading of high-yield bonds actually rose slightly during the second week of
December. In addition, during the period of greatest market pressure, secondary market trading of
shares in high-yield bond exchange-traded funds (ETFs) rose, providing an additional means for market
participants to buy and sell exposure to the high-yield bond market.
26 See supra note 5.
Figure 7
U.S. High-Yield Bond Funds Both Purchased and Sold Corporate Bonds in December 2015
Regardless of Performance
Purchases and sales of corporate bonds as a percentage of fund assets, by fund return, December 2015
*Assets are as of November 30, 2015.
Sources: Investment Company Institute and Morningstar
0.5
2.3 2.8 3.1 1.7
0.4
1.5
8.8
6.6
5.5 5.1
3.5
2.3 2.6
Monthly return (percentage points)
Corporate bond purchases Corporate bond sales
Number of funds: 12 15 42 40 39 30 35
Assets*
(Billions of dollars): $17.4 $10.2 $91.6 $40.8 $69.1 $71.8 $34.3
B-13
The share of trading volume in the high-yield bond market attributable to high-yield bond funds also
did not spike (Figure 9). In December, bond funds’ buying and selling of corporate bonds accounted
for 9.2 percent of the trading volume in the high-yield bond market, less than funds’ average share from
July 2014 through March 2016.
Nor did trading volumes collapse, as the hypotheses would predict, in January or Feburary 2016. Bond
prices continued to fall until late February, but there is nothing to suggest that this was anything more
than normal market dynamics, in which buyers and sellers were repricing the default risk of these
securities. High-yield bond trading volumes were in line with their levels a year earlier. Bond funds
were buying and selling roughly equal volumes of bonds (Figure 5), and their share of market trading
fell somewhat.
Figure 8
U.S. High-Yield Bond Trading Volume Rose in Mid-December 2015; ETFs Added Market
Liquidity
Billions of U.S. dollars; daily, November 2, 2015–March 31, 2016
Note: Data exclude high-yield bond ETFs designated as floating-rate. Data also exclude Veteran's Day, the Friday after
Thanksgiving, Christmas Eve, and New Year's Eve.
Sources: FINRA TRACE and Bloomberg
0
5
10
15
20
25
30
Nov 2015 Dec 2015 Jan 2016 Feb 2016 Mar 2016
High-yield bond ETF value traded
FINRA TRACE high-yield bond value traded
Dec 9
Dec 16
Dec 22
B-14
Figure 9
U.S. High-Yield Bond Mutual Funds’ Share of High-Yield Bond Market Trading Remained
Steady in 2015
Percentage; monthly, July 2014–March 2016
*The shaded region represents November 2015 through February 2016. The simple average cumulative total return was
negative 8 percent for U.S. high-yield bond funds between mid-September and mid-January.
Note: Data exclude high-yield bond funds designated as floating rate funds. Aggregate data for high-yield 144A transactions
are only publicly available starting in July 2014.
Sources: Investment Company Institute and FINRA TRACE
Conclusion
The empirical evidence presented in this appendix raises serious doubts about the validity of the current
hypotheses underpinning FSOC’s perception of the behavior of mutual fund investors, mutual fund
managers, and other investors. The Council acknowledges that the extent to which fund redemptions
might contribute to potential financial stability risks depends on the behavior of various types of
investors, and if other investors step in, a negative feedback loop will not materialize.27 This is an
important observation, and one that the Council and others have not sufficiently explored.
This case study provides just one example of the dozens of times that the hypotheses that the FSOC
relies on have been tested for stock and bond funds in the past 75 years. In the past decade alone, other
27 FSOC Statement, supra note 1, at 8.
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
0
2
4
6
8
10
12
14
16
*
Average share from July 2014–March 2016: 9.5%
B-15
tests of these hypotheses and their predictions include the 2007–2009 financial crisis, the European
debt crisis of 2011, the so-called Taper Tantrum of 2013, the 2015–2016 sell-off in the U.S. high-yield
bond market, and, most recently, in the market turmoil following the United Kingdom’s surprising
vote on June 23 to leave the European Union (“Brexit”). Economists seldom have the opportunity to
repeatedly test the predictions of their hypotheses. In each case, the hypotheses set forth by the Council
failed to predict actual investor behavior.
We therefore urge the Council—as well as other regulators and academics—to step back and reexamine
these hypotheses based on empirical evidence. Failure to do so could result in the development of
regulatory policies that are misguided or even harmful to investors and the broader markets.
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