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Current investment practices are all too often an outgrowth of
internal politics and history, steeped in bureaucracy and resistant
to change. Unwieldy committees of well-intended fiduciaries attempt
to deal with rapidly changing markets by evaluating performance,
with flawed methodologies, over too short a time horizon. Failing
to realize their targets of first quartile performance and frustrated
with disappointing results, funds quickly dispense with their current
manager complement, in many cases seeking out last year's fad.
Clearly a new process is needed. The key is fiduciary communication.
The myth of comparative analysis (universe comparison) must be stripped
from the fiduciaries' repertoire and the limitations of quantitative
analysis exposed, so that fiduciaries firmly embrace the precept
of qualitative analysis, ratified by quantitative performance. Although
greater resources, time and tools are necessary, the end result
is clearly superior decision making, with lower pension impact costs.
Current Practice
Before putting forth a solution, let's begin with an analysis of
current practice.To evaluate individual manager performance, most
Canadian fund sponsors use a combination of quantitative analysis
and intuition, over a four-year time horizon (the stated norm for
evaluating plan and manager performance, according to the typical
Canadian Pension Statement of Investment Policies and Procedures.
In practice, however, most investment committees' pain threshold
commences at about two years and action is generally taken well
before the stated four-year evaluation period. But let's not quibble
over time horizon; as we'll see, even four years is too short).
Why do fund sponsors use this approach? Quite frankly, it is the
accepted norm, readily available, easy to use, naively appealing,
and relatively inexpensive.
Everybody likes the idea of watching a performance horse race and
witnessing the definitive winner emerge, based on a finite quantitative
test. After all, it's far less complex than analyzing a multitude
of qualitative and quantitative variables and painstakingly trying
to interpret the best solution for your fund.
But there are two main flaws with the current evaluation process:
* Quantitative analysis is not predictive and is often inaccurate;
and
* Group intuition is subject to several behavioural impediments
and is not objective.
Quantitiative Analysis
One of the most common tools used in quantitative analysis is universe
median comparisons, or relative performance measurement. Unfortunately
universe median comparisons are poor benchmarks, as they are ambiguous,
not specified in advance, not investable (can't be replicated),
not reflective of current investment opinion, and inappropriate
due to varying styles, asset mix and plan risk tolerance.1 In addition,
they are subject to survivorship bias.2
The rest of the quantitative tools (benchmarks, scattergrams, tracking
error, value added charts, information ratios and attribution analysis)
are at least helpful, but are not predictive or consistent,3 and
are unable to discern luck from skill without a great deal of data
and time, both of which are often unavailable.
The latter point is particularly relevant, given the four-year
time horizon generally used to assess managers. Is there any magic
to four years? No. The concept probably evolved from the four-year
presidential cycle, which most people assumed coincided with the
business cycle and, therefore, capital market returns.
According to Statistics Canada, there have been six full Canadian
business cycles between 1960 and 1998. The average business cycle
lasted about 6.3 years, while the longest was almost nine years.
In fact, the last two have each been over eight years. Only the
shortest, at 3.75 years, is close to the evaluation period used
by most investment plan sponsors.4
Given that four years is not a useful time frame, how long does
it take to discern luck from skill on a pure quantitative basis?
The chart below shows the required time horizons, by asset class.
With a minimum of at least 16 years required to statistically determine
if managers can add value due to skill, we see that what plan sponsors
are measuring over a shorter time period is just white noise. This
demonstrates the futility of using quantitative analysis over a
four-year time horizon to evaluate manager performance. Is it any
wonder that, on average, pension funds fail to add value to their
passive composite benchmarks?5
Group Intuition, A Recipe for Disaster
The second major flaw associated with current investment plan practices
is the group dynamics associated with investment committee decisions.
The following observations reflect my personal experience, but are
not meant to be all-encompassing, nor do they necessarily apply
to all fiduciaries.
Firstly, high-level fiduciaries are well intentioned, but they
usually have busy, full-time careers. Their services on behalf of
the pension or endowment plan are often on a volunteer basis. Although
in the majority of cases they perform their fiduciary functions
in a conscientious manner, they are often time-sensitive and can
be impatient to return to their pressing full-time endeavours.
Secondly, fiduciaries have varied backgrounds and in many cases
are experts in their own field. While this is helpful in bringing
different perspectives to the investment committee table, few have
pension expertise and most reveal their bias for business and corporate
profit. Issues such as time horizon are considerably different for
pension and endowment funds, which are long-term in nature, and
business enterprise, where four quarters is an eternity. Used to
taking charge and making a short-term impact in the corporate sector,
these captains of industry want simple answers to what in many cases
are complex investment issues.
Another trait is their suspicion of the new and unknown. They constantly
look for problems or the downside, which is only natural, given
the potential for personal liability. However, this may impede fund
progress. Success in many instances belongs to those who conduct
good research, do proper due diligence and implement on a timely
basis. Investment funds need to be one step ahead of mercurial markets
and to keep pace with new investment vehicles such as derivatives,
asset-backed securities and inflation-linked securities.
Finally, fiduciary turnover may be an issue for many investment
committees. New members, who did not take part in the initial board
in the existing policy and strategic decisions, must be shown their
merits and properly indoctrinated. A good paper trail, such as a
statement of investment beliefs, reviewed with the Chair and Sponsor,
as well as formal education, would surely assist in this indoctrination
process.
Group Dynamics
There are four significant behavioural impediments exhibited by
Investment Committees:
* Overconfidence and Irrationality
* Portfolio Segregation
* Reference Dependence; and
* Personal Agenda.These arguments can best be summarized by Tversky.
His analysis indicated that classical investment theory called for
asset integration, risk aversion and rational expectations, but
it is probably behavioural psychology which explains fiduciary practices
of portfolio segregation, loss aversion, and biased expectations.6
Overconfidence and Irrationality
Studies have shown that most people are overconfident in their daily
lives. In one study, 70% of males said they were in the top quartile
in leadership qualities.7 This overconfidence often spills over
into investment management and may lead to irrational or inappropriate
decisions. This is generally manifested in two primary forms:
Biased fiduciary opinions, often based on one or several of the
following:
* extrapolating last year's winning strategy into the future, without
objective analysis;
* loss aversion and a failure to recognize their own (lower) risk
tolerance as a public fiduciary, due to the pressures of higher
visibility;
* their personal experience in managing a business on a quarterly
profit basis, while failing to understand the long-term nature of
the investment business; and
* subjective manager evaluation, usually determined by form (presentation
skills), not substance (predictive ability to add value), often
based on an annual, one hour, formal economic presentation from
the investment firm.Lack of formal fiduciary pension training, resulting
in:
* fiduciaries, in positions of authority, not having completed a
comprehensive investment course;
* investment policies and strategies lacking accountability, conviction,
commitment and an adequate paper trail;
* a failure to heed professional advice from staff and consultants,
due to overconfidence in their own abilities (based on a gut feel
for the market); and
* poor implementation/planning and a failure to understand its importance,
effectiveness, cost efficiency or plan impact, which often leads
to inadequate research, resources and staffing.
Portfolio Segregation
Portfolio segregation is the penchant for fiduciaries to dwell on
their worst investment decisions, forgetting that the whole can
be greater than the sum of its parts. In effect, they regret having
invested in poorly performing elements, when in reality the investment
decision was made in a sound portfolio, or asset class, context.
Two examples of this would be:
* evaluating a manager's performance in isolation, without reviewing
the rationale for the asset class strategy, objectives, structure
and, in particular, the manager's role within that structure; and
* failing to focus on fund performance relative to the plan objectives.
Reference Dependence
Reference dependence is defined as a choice between two assets,
where the investor's decision depends on their reference point (where
they are now).8 Fiduciaries evaluate the performance of managers
in terms of the gains and losses at a point in time, relative to
some benchmark. They fail to recognize that benchmark outperformance
comes sporadically, not in neat, quarterly value-added packets.
Thus, for example, if a Canadian equity manager was hired to add
100 basis points (bps) or 1% value added over the TSE 300 per annum,
the value-added component would probably not be derived by adding
25 bps to the benchmark each quarter. But it could appear by outperforming
the TSE 300 by 1000 bps (10%) in a quarter, following five years
of underperformance of 100 bps per annum.
Fiduciaries ignore managers with low recent returns and, therefore,
fail to engage good managers whose styles may be currently out of
favour.9 Yet hiring a good investment firm at the bottom of their
style cycle is akin to buying at the market low, an excellent way
to add value to the fund. While this is logical and increases the
probability of success, few fiduciaries can overcome the trap of
reference dependence.
Personal Agendas
Many investment committees terminate quality investment managers,
currently underperforming on some periodic basis (two to four years),
to alleviate the discomfort of reporting poor results to a Board
of Trustees for several quarters in a row. The Investment Committee
Chair wants to be viewed as implementing positive change, so falls
prey to his own internal doubts and fires the manager. At the next
Trustee meeting the results may still be bad, but the Chair can
demonstrate action and probably buy himself two more years of breathing
room. The professional staff and consultant do not oppose these
irrational decisions by Trustees, because personal interest takes
hold and they remain silent to limit career risk.
The Better Way - Asset Class Evaluation
Our opening premise was that "most Canadian plan sponsors use
a combination of quantitative analysis and intuition, over a four-year
time horizon, to evaluate individual manager performance."
I trust by now you are seriously reconsidering this outdated approach.
What, then, is a fund sponsor to do?
Plan sponsors initially attempt to engage managers who satisfy
the four P's: people, philosophy, process, and performance. In other
words, they perform due diligence. Performance, in the main, is
a manifestation of the other qualitative factors; if you hire skilled
people with a sound investment philosophy and who implement the
process wisely, you will probably receive a fair value-added component
over a full business cycle. A proper monitoring plan should therefore
focus primarily on people, philosophy and process in its ongoing
due diligence process. But in most plans it doesn't, because it
requires additional resources, either internally or through external
third party services, and this need is not widely recognized.
The consistency of the value-added return component is determined
by how you combine the managers. An attempt is made to pick managers
whose styles complement each other. Risk is diffused by the multi-manager
configuration and its reasonable benchmark consistency based on
capitalization, style, etc. However, in practice, the actual size
of the fund, economies of scale, and depth of the market and managers
may impose a limit to the number of managers that can be engaged
cost effectively by the plan. These limitations will subsequently
create gaps and biases in the asset class structure. The greater
the gaps, the less controlled the risk and the greater the time
horizon necessary to evaluate its success.
Fiduciary Communication
The key is to convey these asset class biases to the fiduciaries
in an understandable, proactive manner. Consultants and professionals
who deal in investment matters daily often use buzzwords such as
beta, variance or standard deviation to describe risk. It is assumed
that these terms are understood by the part-time fiduciaries. Often
it is only later, at some critical juncture, that we recognize they
were not. We need to provide fiduciaries with practical, understandable
examples of these complex terms. Then, with a better comprehension,
they can deal with the issues or decide to live with the risks.
To help explain risk and other technical terms, we often use actual
strategies and results of our clients (on a no-name basis) as examples,
to provide fiduciaries with a more relevant perspective. One such
example used to describe manager volatility has been outlined below:
Client A has a moderately high risk tolerance, with a composite
Canadian equity manager structure composed of:
* a large cap market-oriented, core manager representing 75% of
the asset class structure;
* a midcap value manager of considerably higher risk for 12.5%;
and
* a small cap growth manager of high risk for 12.5%.
* Client B has a much higher risk tolerance and lesser assets under
management to diversify risk (greater structural bias), composed
of:
* a large/midcap growth manager of high risk representing 50% of
the structure; and
* a small/midcap market-oriented manager of high risk for the balance.To
reinforce the verbal explanation, graphic mapping of the two clients'
risk exposure is provided on a Canadian equity style matrix, as
outlined in Exhibit I. The fiduciaries are then told that for the
five-year period ended Dec. 31, 1996, both funds earned about 200
bps value added per annum over the TSE 300. (Achievement of this
value-added target is usually considered "Nirvana" in
the Canadian equity environment.)
Finally, we present what is referred to as the 'Investment Committee
Stress Test,' as shown in Exhibit 2, which reveals how the value
added was derived. It also shows the worst consecutive four, eight
and 12-quarter periods of value lost by each of the individual managers
and the respective client asset class performance. The concept of
risk is readily visible and the following conclusions can be demonstrated:
* Attaining 200 bps value added in Canadian equities over five
years is not easy;
* To achieve this target one must accept considerable underperformance
risk, by individual managers and at the asset class level over extended
periods;
* The manager structure of the portfolio is important and each manager
should be evaluated within the context of that structure;
* The greater the manager structure diverges from the benchmark
the more likely the opportunity for outperformance and the need
to accept downside risk over the course of the investment cycle;
and
* Assuming good managers and proper due diligence, time is often
the best healer (due to mean reversion).All of the aforementioned
are valuable educational points which can assist fiduciaries in
gaining greater understanding of a complex issue.
This type of practical experience can also be easily applied. When
selecting prospective new managers, it is quite simple to analyze
historic return performance to evaluate the maximum (four, eight
or 12-quarter) downside volatility, to determine if the fiduciaries
could endure the roller coaster ride associated with the manager.
The potential downside should be recorded as an indication of the
expected volatility of future performance and the rationale for
proceeding minuted. The minutes can then be resurrected when fiduciaries
are too quick to pass judgment based solely on short-term, negative-return
performance. After all, the worst case was contemplated when entering
into the strategy, so why panic if that which was considered, actually
occurs.
A Preferable Monitoring and Performance
Evaluation Process
An effective monitoring process should be similarly easy to comprehend
and explain. A process should be implemented that tracks the managers'
portfolios individually and on an aggregate basis, relative to the
respective asset class benchmark. This will identify gaps and assist
in controlling risk. It is also important to regularly ensure the
managers do not stray too far from their mandates and that their
people, investment process and philosophy remain consistent and
of high quality. Hence, a more preferable due diligence package
will incorporate three broad elements, which address all of the
factors noted. Exhibit 3 shows such a process.
Think of this performance measurement and monitoring system as
a three-legged stool. Unfortunately most sponsors are currently
balancing on a single leg. They feed their fiduciaries only core
performance data, which with no countervailing arguments often leads
to needless change and turnover.
It doesn't take a rocket scientist to determine that the structure
or manager has performed poorly in the past. What fiduciaries need
is to discern whether the structure has the potential to add value
in the future. They require insight into why the portfolio has underperformed,
and reasonable assurance that the managers should add value going
forward, to help stretch their evaluation time frames and overcome
their behavioural frailties such as the natural inclination for
change. The three-legged stool approach, which adds the additional
components of portfolio profile analysis and continued manager research
to core performance measurement, is a superior approach which provides
objectivity, sound judgment criteria, research and a better understanding
of fund, asset class and manager performance.
Endnotes
1. "Manager Universes: The Solution or the Problem,"
A.I.M.R. Performance Evaluation, Benchmarks, and Analysis, June
1995, J.V. Bailey.
2. "Survival of the Fittest," Canadian Investment
Review, Winter, 1995, B. Curwood, Steve Hadjiyannakis, Paul Halpern
and Kathleen Taylor.
3. "The Information Ratio: More Than You Ever Wanted
to Know About One Performance Measure," Russell Research Commentary,
October 1997, Thomas H. Goodwin and also "Past Performance
is No Guarantee of Future Results," Russell Research Commentary,
August 1997, Ernest M. Ankrim.
4. "Performance Measurement - The losers game,"
unpublished article by Harry Marmer - Director, Investment Funds,
Frank Russell Company.
5. "Improving Pension Fund Performance," Financial
Analysts Journal (A.I.M.R.), November/December 1998, Ambachtsheer,
Capelle and Scheibelhut.
6. "The Psychology of Risk," Quantifying the Market
Risk Phenomenon for Investment Decision Making (A.I.M.R.), 1990,
Amos Tversky.
7. "Behavioural Risk: Anecdotes and Disturbing Evidence,"
Investing Worldwide (A.I.M.R.), 1996, Arnold Wood.
8. "The Psychology of Risk," Quantifying the Market
Risk Premium Phenomenon for Investment Decision Making (A.I.M.R.),
1990, Amos Tversky.
9. The Portable Pension Fiduciary, 2nd Edition, The Frank
Russell Company, John H. Ilkiw.
Bruce Curwood, MBA, CFA, CCM, CIMA, is a senior consultant at
Frank Russell Company in Toronto.
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