Punctuated Equilibrium and the Risk Reduction Trade

At Epoch Investment Partners, we have a clearly stated mission: to help the informed investor protect and grow capital. Every so often, the fulfillment of this mission requires us to look beyond the specific world of finance. Sometimes, in order to gain fresh insights into the dynamics of investing, we like to consider how ideas from diverse schools of thought can help us see the capital markets in a new and compelling light. In that spirit, we’d like to discuss the concept of “punctuated equilibrium” and the manner in which this theory of evolutionary biology can be applied to today’s financial landscape.

The theory of punctuated equilibrium was developed by Stephen Jay Gould, the highly regarded Professor of Paleontology, Biology and Natural History at Harvard University. Punctuated equilibrium describes a new understanding of Darwinian evolutionism in which species evolve not through slow, gradual genetic modifications but, rather, through intermittent periods of sudden and rapid change. Gould asserted that, when evolution does occur, it happens sporadically and occurs relatively quickly compared to a species’ full duration on earth.

At Epoch, we believe that the theory of punctuated equilibrium is remarkably applicable to the world of investing. Sudden equilibrium shifts do not only occur within fossil records: they occur within security markets as well. Such shifts occur because of changes in key variables such as real economic growth, inflation, interest rates, productivity and profits. In this paper, we will examine how the investment landscape has already been suddenly and dramatically altered by changes to these variables, and we will show why the immediate future may follow a similar path.

Globalization and Punctuation

To help lay the foundation for an exploration of the market’s upcoming paradigm shifts, let’s take a look at the phenomenon of globalization: the financial world’s most recent and possibly most dramatic instance of “punctuation.” Globalization altered the investment landscape in a manner that was both immediate and comprehensive. With the fall of the Berlin Wall in 1989, economic borders – both physical and theoretical – were eliminated and the creation of the global economy was instantly accelerated. Suddenly, the world’s labor pool began to double, resulting in the addition of three billion new workers to the global marketplace. While these new laborers offered the willingness and ability to work, they did not bring any additional capital with them. Thus began the biggest wage arbitrage in history. Returns to capital escalated dramatically while wage gains stagnated in the developed nations and jobs grew sharply in the undeveloped world. The net effect of all these sudden and widespread changes was better-than-expected growth, a sharp improvement in labor productivity and a surge in profits, causing GDP for the G-7 countries to reach record highs.

We’ve provided the above discussion of globalization for two reasons. First of all, globalization is this era’s most important instance of punctuated equilibrium to date, and is therefore useful as a real-life case study. Secondly, in addition to quickly and thoroughly altering today’s investment landscape, globalization may have also sown the seeds for the next big “punctuation” of tomorrow. Specifically, we believe this punctuation could take the form of a global liquidity crisis in which the investment community as a whole will be forced to reevaluate their relationship to risk.1 The rest of this paper will explore the various ways in which this upcoming punctuation could manifest itself in the capital markets.

The Next Punctuation – Interest Rates, Risk, and the Liquidity Bubble

To fully understand why our investment landscape could be headed toward another instance of punctuated equilibrium, it is first necessary to review the relationship between the real economy and the financial economy. Figure 1 presents a schematic for showing how what happens in the real economy drives the financial economy.


Figure 1: Measurements of Real Economy and Financial Economy

To illustrate how the model works, let’s plug in some numbers. Over very long periods of time, real GDP growth has averaged around 3%, a percentage that has recently been influenced by the effects of globalization. Coincidentally, inflation has averaged around 3% as well, albeit with much wider period-to-period swings (from negative numbers to positive double digits). Therefore, if we combine real GDP growth with inflation, we find that nominal GDP has grown around 6% over much of economic history. Interestingly, growth in corporate profits has mirrored nominal GDP growth over time, as shown in Figure 2.


Figure 2: Nominal GDP and Earnings: Long-term History

In addition, the P/E ratio – the valuation metric most closely associated with this model of the real and financial economies – has fluctuated with interest rates and inflation in an inverse fashion (see Figure 3).


Figure 3: P/Es and Long Term Interest Rates Move Inversely

Let’s fast forward this model to the present. In recent years, much of the activity in the real/financial economies has been driven by concerns over the “inflation” aspect of the equation. Specifically, the world’s monetary authorities (led by our Fed) feared deflation as the aftermath of the equity bubble implosion in 2000. As a result, interest rates were lowered in order to encourage investors to invest. As a result of these low interest rates, investors became far less risk averse than in earlier days. In fact, the riskier the investment, the better. Investors began an aggressive international hunt for yield, inflating asset prices and exacerbating the global financial imbalance. In addition, the low rates maintained by the central banks created one of the world’s great “carry trades”, in which investors could borrow short and lend long in order to capture the spread in interest rates and duration. The popularity of these carry trades formed a bubble that migrated from equities in 2000 to housing in subsequent years, and, most recently, to commodities.

This year, however, the central banks have suddenly changed their tune. Just as they had once loosened their monetary policies in tandem, they are now engaged in joint tightening. There is no financial variable more powerful than interest rates, and our Fed has raised short term rates 17 times in the past few years. To understand the effects of this profound transition in monetary policy, one need only compare the current interest rate curve with that of one year ago (see Figure 4).


Figure 4: Historical Yield Curve

The upward shift and overall flattening of today’s interest rate curve has put an end to the carry trade and has reduced the present value of investments made as recently as two years ago. The world’s central bankers are raising the cost of capital and the resulting effects are rippling through the financial markets. Record compressed spreads in the bond market are about to widen, and the risk reduction trade is on in earnest. In our view, this is a strong indication that we may be witnessing the early stages of a transition to another equilibrium.

So how will this next instance of punctuated equilibrium manifest itself? We believe it will take the form of the bursting of the liquidity bubble: an event that may be caused, in large part, by global financial imbalances and the dangers of hedge fund behavior. In our view, this phenomenon will occur hand-in-hand with rising interest rates and a growing risk-aversion on the part of investors and consumers. Let’s take a look at how and why this might progress.

Global Financial Imbalances

Before the recent contraction of worldwide monetary policy, low interest rates had caused investors to seek out riskier investments. Now that the central banks have agreed to raise the cost of capital, investors have started to reevaluate their appetite for risk. In the words of the Financial Stability Review: “…the main source of vulnerability in the period ahead continues to centre upon concern that a global search for yield, which began in 2003, may have led investors…either to underestimate or to take on too much risk.” And when people lose their appetite for risk, they often lose their appetite for consumption, which has immediate and meaningful effects on liquidity.

This brings us to what is, in our opinion, one of the most worrisome indications that we are headed for a major economic “punctuation.” The international markets currently suffer from what the Financial Stability Review deems “global financial imbalances,” in which the economic relationships between countries and marketplaces have become increasingly unsustainable. One of the primary causes of this unsustainability is the fact that the world’s most powerful engine of consumption (i.e. the U.S. consumer) appears ready to stall.

Before we take a closer look at the evidence behind this slowdown in U.S. consumption, let’s first discuss how and why these “global financial imbalances” occurred in the first place. As cited in the prior paragraph, many of these imbalances are rooted in the U.S. and represent significant vulnerability for global financial system stability. First of all, American households have been dis-saving in record numbers, which has resulted in growing funding pressures on global capital markets. Furthermore, U.S. imports have reached twice the size of exports, causing the current account deficit to grow to a record-breaking 6% of U.S. GDP. In addition, the foreign holdings of U.S. Treasuries have more than doubled over the past 10 years. Today, 50% of U.S. treasury securities are held by foreign owners, as shown in Figure 5.


Figure 5: Foreign Holding of US Treasuries
(Q1 1952 – Q4 2005, % total amounts outstanding)

Source: European Central Bank, Financial Stability Review, June 2006

Based on the facts presented above, it is not hard to imagine how these global financial imbalances could unwind. If the U.S. becomes unable to finance its deficits, it could result in “an abrupt asset portfolio reallocation, either by the official or the private sector, or…a sudden deterioration in the risk appetite of global investors for accumulating U.S. securities in sufficiently large amounts.” We are the reserve currency of the world; we can print dollars when all others must earn them. But, given our twin deficits and the severe imbalances in the international marketplace, how much longer can we expect international investors to remain confident in lending their money to the U.S.? In other words, if you owned our paper, how confident would you be that the US would honor its debt obligations at the same level of purchasing power at which these debts were incurred. Why would the U.S. not allow inflation to resolve its debt obligations? Simply put: why trust us?

If other nations do, in fact, stop trusting the economic hegemony of the U.S., it could “entail sudden and destabilizing changes in global capital flow patterns.” These sudden and destabilizing changes would include downward pressure on the U.S. dollar, further increases in interest rates, and, of course, the bursting of the liquidity bubble. And, because of the “increasingly global nature of the asset allocation process,” these events would necessarily affect every aspect of the investment landscape. In our view, if this series of events comes to pass, a punctuation is nearly unavoidable.

In fact, there is existing data that supports the theory that this punctuation is already underway. Earlier in this section, we discussed how a slowdown in the spending patterns of the U.S. consumer could be the tripping wire for the scenario under consideration. The characteristics of today’s marketplace indicate that such a slowdown could be on the horizon. First of all, median incomes have risen by only 1% since 2000, and energy prices, whether in the form of gasoline or heating oil, are increasing with exceptional speed. Furthermore, the deflation of the housing market will cause millions of Americans to reevaluate their spending habits. Rising interest rates will soon close the “home ATM machine” that had financed our country’s penchant for excess consumption and, later this year, a huge volume of adjustable rate mortgages will require re-sets. All things considered, the outlook for discretionary spending cannot be good. Because U.S. consumer spending is equal to 20% of world GDP, any modifications to our historical levels of consumption will necessarily impact every aspect of the international marketplace.

So, if this consumer spending slowdown indeed proves to be the case, what does it mean for the “feeder nations” that have benefited from the U.S. consumer? The answer is that these countries lack middle class populations large enough to generate sufficient internal demand. Put another way, when the U.S. stops buying, they will stop selling, creating a massive shift in the worldwide supply/demand paradigm. And, as discussed earlier, this could cause global financial imbalances to resolve themselves in a manner that destroys liquidity and creates the market’s next big evolutionary event.

Hedge Funds

The imbalanced nature of the world’s markets is only one of the drivers behind the upcoming liquidity-based equilibrium punctuation. There is also the disturbing presence of large, concentrated pools of capital in the world’s markets that aggravate market volatility levels. Here, we’re referring specifically to hedge funds.

Today, between 30% and 50% of the volume on the NYSE is from hedge funds. The popularity of these funds was driven in part by the low interest rate environment of prior years, in which investors sought out hedge funds in their search for yield. As a product of the former liquidity bubble, we believe that these funds possess certain characteristics that may bode ill for the future of the investment landscape. First of all, many of these funds have shown a troubling aversion to transparency standards. Even when the SEC sought minimum registration from these funds, many of them were able to avoid regulation in the form of extended lock-ups and other SEC disclosure conditions. On top of this, the new Fed Chairman appears to hold the misguided opinion that self regulation and market discipline is sufficient to keep hedge funds under control. Taken together, the magnitude of capital controlled by hedge funds, their often refusal to abide by best-practice standards, and the “blind-eye” policy of today’s Federal Reserve sets the stage for yet another potential contribution to a punctuation within our economic equilibrium.

Let’s take an even closer look at how the behavior of hedge funds could contribute to an upcoming global liquidity crisis. In recent years, hedge funds have been a large and growing presence in the credit risk transfer (CRT) market. During prior periods of lower interest rates and seemingly endless flows of global liquidity, investors sought outperformance by investing in high risk areas, such as the CRT market, thus potentially overpricing CRT products. As interest rates remained low and liquidity remained ample, the CRT market grew exponentially, largely as a result of hedge fund involvement. Now, however, as interest rates rise and the liquidity bubble begins to burst, the CRT market (and, by extension, the hedge funds that invest in CRT products) appear particularly vulnerable and have become cause for legitimate concern. To quote the Financial Stability Review: “These concerns have included uncertainties about the obscure way in which these [CRT] markets have redistributed credit risks in the financial system and about the capability of these markets to function under stress, especially concerning the settlement of complex contractual arrangements.”

In addition to their heavy involvement in the CRT market, hedge funds pose several other threats to the survival of the liquidity bubble. Specifically, hedge funds have placed the market in a precarious position because they have allowed large numbers of investors, and large pools of capital, to congregate within similar investment positions. To see why this is problematic, one can once again refer to evolutionary biology. When a certain habitat becomes overpopulated with any one species, the results on the ecosystem as a whole can be devastating, and can often precipitate sudden and dramatic change. The same is true in the investment world – when too many investors become herded into the same investment positions (especially the high-risk positions favored by hedge funds), the stage is set for disaster. In the words of the Financial Stability Review: “Broad hedge fund investment strategies have…become increasingly correlated, thereby further increasing the potential adverse effects of disorderly exits from crowded trades.” In fact, they note that “the correlation of hedge fund returns both within and across investment strategies [has now] surpassed levels seen just before the near-collapse of Long Term Capital Management in 1998.” Furthermore, the Financial Stability Review cites these conditions as a potential threat to our market’s equilibrium: “It is difficult to gauge what could cause correlated sell-offs and how damaging these could be, but one possible trigger could be an abrupt end of the recent global search for yield possibly induced by the tightening of global liquidity conditions.”

At this point, it may be helpful to present some evidence for the assertion that the bursting of the liquidity bubble – or, in our chosen vernacular, the punctuation of the market equilibrium – is already being sensed by the investment community. In 2002-2004 and the first three quarters of 2005, hedge funds recorded net inflows that averaged an extremely robust $20 billion per quarter. However, in the final quarter of 2005, hedge funds recorded their first net outflows in several years, which alerted the managers of these funds to signs of trouble on the horizon. In response to this, hedge funds have recently resorted to increasingly complex strategies designed to preserve their disappearing liquidity premium and to lessen the potential of higher future outflows. In some funds, this has taken the form of investments in OTC derivatives and private equity-style investing. These strategies come with several key liquidity-related issues which some hedge funds have chosen to address by mechanisms such as “side pockets” and “side letters.” Side pockets represent a separate class of capital in a hedge fund to account for illiquid holdings. According to the Financial Stability Review: “Side-pocketed assets usually do not earn performance fees and are non-redeemable until the assets are finally sold. However, in this way the returns on a fund’s most volatile assets do not contribute to its returns, and can thereby dampen the overall volatility of hedge fund performance.” Similarly, side letters are provisions which offer certain benefits to a hedge fund’s largest investors. These benefits can include preferential withdrawal terms, early information on adverse fund developments, lower fees and other volume discounts. In addition to raising the obvious issues of transparency and informational equity, “such side letters also create a misleading impression of a fund’s resilience to investor redemption.”

So, does the presence of the strategies outlined in the prior paragraph serve as an indication that hedge funds have acknowledged the coming liquidity crisis? The answer is both yes and no. Yes, in the sense that hedge funds are clearly scrambling to reduce withdrawals based on liquidity concerns. However, there is also evidence that hedge funds have underestimated the magnitude of the coming punctuation. The Financial Stability Review presents the results of a regression analysis in which hedge funds seem aware of potential dangers, yet unaware of their potential impact:

All in all, the findings provide some support for the view that the hedge fund industry has benefited from the recent global search for yield, as aggregate net flows appear to be sensitive to investor risk appetite and to the level of short term interest rates. This also raises the risk that hedge fund managers may have underestimated investor redemption risk arising from global financial conditions that is not so apparent at the level of individual hedge funds. An unexpected end of the recent global search for yield could cause investors to withdraw their money abruptly, thereby exerting funding liquidity pressures on individual hedge funds. This could trigger substantial share sell-offs and challenge perceptions regarding the degree of liquidity prevailing in affected markets.

In summary, we believe that hedge fund activity is poised to play a role in the capital market’s next instance of punctuated equilibrium. Over the past several years, investors have been on an aggressive hunt for yield, which has led to increased hedge fund inflows. Now, however, it is clear that this same trend may have increased the market’s vulnerability to risk reappraisal and abrupt asset price adjustments. In other words: “For financial markets, large and potentially correlated asset price adjustments could cause liquidity to dry up and undermine the hedging of financial risks.” This means that hedge funds may cause the market equilibrium to be punctured sooner and more severely than many investors had anticipated.


The global liquidity bubble appears to be bursting, and it isn’t difficult to see how this could result in another instance of punctuated equilibrium. From the presence of global financial imbalances to the dangerous role played by hedge funds, the international markets seem poised on the brink of rapid and destabilizing change.

In light of these considerations, we have advised our clients in the following manner. First of all, be wary of risky bonds and the BRIC (Brazil, Russia, India and China) markets. The same is true for emerging markets, where a likely reduction of excess consumption in the US will result in rough sailing for these still externally-dependant economies. For credit markets, a similar adjustment is quite possible, especially if an unbalanced world loses support from the U.S. consumer, which remains the most powerful engine on the demand side of the macro equation. Furthermore, commodity markets could be equally vulnerable, especially as China is signaling a move to an increasingly “commodity-light” growth dynamic which will entail less exports and investment, and more consumption.2 Finally, large cap equities will likely outperform small caps.

The good news is that excellent investment opportunities still exist in abundance. We believe in finding good companies with strong operating cash flows, little financial leverage and reasonable valuations, and then holding them in order to realize long-term returns. As always, we advocate a focus on Shareholder Yield, as it could well dominate future equity returns. By maintaining a focus on the fundamentals of efficient cash flow deployment, operational transparency, and managerial talent, we believe that investors can prepare themselves, and protect their invested capital, from a future occurrence of punctuated equilibrium.

1Before we outline the details of this argument, it is important to acknowledge that many of the ideas in this paper are extensions of the issues raised in the ECB “Financial Stability Review” from June 2006. Unless otherwise footnoted, the quotes in this paper have been excerpted from the “Financial Stability Review.”

2Roach, Stephen S., Economics – The Risk Bubble, Morgan Stanley Research, June 1, 2006.