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For example, in a recent paper, we argued that equity<br />

investors should strategically allocate a sizable part of their<br />

portfolio to the value, momentum and low-volatility factor<br />

premiums. 2 Smart-beta investing represents one way in<br />

which this could be implemented in practice.<br />

Our view on smart-beta investing can be summarized as<br />

follows: Although smart-beta investing may be a good start,<br />

we believe investors can do better. The reason is that the<br />

main appeal of smart-beta indexes—namely their simplicity—is<br />

at the same time their biggest weakness. Specifically,<br />

we find that the simple tilts toward factor premiums provided<br />

by smart-beta indexes often involve significant risks<br />

that are undesirable. In addition, smart-beta strategies<br />

can be inefficient from a turnover perspective, or can have<br />

unattractive exposures to factor premiums other than the<br />

one that is primarily targeted.<br />

Another concern with smart-beta indexes is that they<br />

are often based on backtests that only go back 10 or 15<br />

years in time. Investors should therefore be careful to avoid<br />

chasing recent performance. To properly understand the<br />

behavior of a smart index in different environments, we<br />

re<strong>com</strong>mend analyzing its performance over long historical<br />

periods, covering multiple economic cycles. Investors<br />

should also carefully think about whether the factor premiums<br />

that are driving historical smart-beta index returns are<br />

likely to persist in the future.<br />

In the following sections, we will elaborate on these points<br />

by discussing the pros and cons of the most popular types of<br />

smart-beta indexes that have been introduced in recent years.<br />

Fundamentally Weighted Indexes<br />

In a fundamentally weighted index, stocks are weighted<br />

in proportion to their fundamentals, such as book value or<br />

earnings. In other words, instead of letting the market decide<br />

on the appropriate weight of a stock, one might say that<br />

fundamentally weighted index investors prefer to rely on<br />

the assessment of accountants. The differences in weights<br />

between a traditional, capitalization-weighted index and a<br />

fundamentally weighted index are, by definition, entirely<br />

due to differences in valuation ratios of individual stocks,<br />

such as differences in book-to-price or earnings-to-price<br />

ratios. Compared with the capitalization-weighted index, a<br />

fundamentally weighted index is tilted toward stocks that are<br />

cheap on such ratios, i.e., value stocks. Studies have shown<br />

that the added value of fundamentally weighted indexes<br />

is, in fact, entirely attributable to this tilt toward the value<br />

premium. 3 For a long time, Research Affiliates, the inventors<br />

of fundamentally weighted indexation, denied that the<br />

success of fundamentally weighted indexation is critically<br />

dependent on the existence of a value premium. Instead,<br />

they argued that, even in the absence of a value premium,<br />

random mispricing causes capitalization-weighted indexes<br />

to be biased toward overvalued stocks, resulting in a structural<br />

drag on performance. 4 Nowadays, however, Research<br />

Affiliates acknowledges that the value premium does indeed<br />

explain most or all of their indexes’ performance. 5<br />

Our main concern with straightforward value strategies<br />

such as fundamentally weighted indexation is that they<br />

tilt toward financially distressed firms. To understand this,<br />

consider a firm that actually gets into financial distress. As a<br />

result, its share price drops, and its weight in the cap-weighted<br />

index drops correspondingly. Initially, the same happens<br />

in a fundamentally weighted index. At a certain point, however,<br />

a fundamentally weighted index rebalances back to the<br />

weight based on past and current fundamentals, which have<br />

typically not (or only partly) adapted to the new situation.<br />

This exposure to distressed firms might not be a problem<br />

if, as some have conjectured, distress risk is the source of<br />

the value premium. Studies have shown, however, that the<br />

stocks of financially distressed firms tend to underperform,<br />

and that the tilt to distressed firms of naive value strategies<br />

increases risk and is harmful to returns. 6 This implies that<br />

the value premium can be captured more efficiently by<br />

avoiding cheap stocks of financially distressed firms.<br />

A related concern is that, since rebalancing involves<br />

buying stocks that have recently experienced a large price<br />

drop, fundamentally weighted indexes tend to go against the<br />

momentum premium. As the momentum premium appears<br />

to be at least as strong as the value premium, this suggests that<br />

the return of a value strategy may be enhanced by avoiding its<br />

natural tendency of going against the momentum premium.<br />

Another concern with fundamentally weighted indexes<br />

is their sensitivity to settings choices. For example, it has<br />

been shown that, in certain calendar years, the arbitrary<br />

choice of the annual rebalancing moment of the fundamentally<br />

weighted FTSE RAFI indexes can make the difference<br />

between an outperformance of 10 percent or a small<br />

underperformance. 7 The more recently launched fundamentally<br />

weighted indexes of MSCI, called MSCI Value<br />

Weighted indexes, address this concern by rebalancing<br />

every six months, while those of Russell rebalance a quarter<br />

of the portfolio every quarter. In light of these developments,<br />

FTSE recently announced that it will also provide<br />

such a staggered quarterly rebalanced variant of the FTSE<br />

RAFI indexes this year, although these will not replace their<br />

current indexes but will coexist with them.<br />

Finally, we note that fundamentally weighted indexes<br />

represent a low-conviction approach to capturing the value<br />

premium. To understand this, note that a fundamentally<br />

weighted index is not exclusively concentrated in stocks with<br />

the most attractive valuation characteristics. For example,<br />

the FTSE RAFI US and Developed ex-U.S. indexes each<br />

invest in 1,000 stocks, and the MSCI Value Weighted indexes<br />

invest in all the stocks that are in the regular MSCI indexes.<br />

In other words, stocks with the least attractive valuations are<br />

still included in these indexes, only with smaller weights.<br />

Low-Volatility Indexes<br />

Low-volatility indexes are designed to benefit from the<br />

low-volatility premium: the empirical finding that low-risk<br />

stocks have similar or better returns than the market average,<br />

with substantially lower risk. Minimum-volatility indexes use<br />

optimization techniques to create a portfolio with the lowest<br />

expected future volatility. The resulting portfolio tends to<br />

consist mainly of stocks with low past volatility, although it<br />

may also include some higher-volatility stocks if these help<br />

www.journalofindexes.<strong>com</strong> March / April 2013 37

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