An Investor Checklist for Dealing with Geopolitical Risk

When investors consider the financial market impact of rising geopolitical risks the key underlying principle should be the late, great Daniel Kahneman’s maxim that: ‘nothing in life is as important as you think it is, while you are thinking about it’. That is not to suggest that such issues don’t matter, it is simply that they are likely to be less influential on our long run objectives than we think, and even if their impact was to be material our ability to navigate such situations well is highly questionable. Quite simply when we focus on issues that are high profile and salient, we tend to make poor decisions.*

When a geopolitical risk arises our natural tendency is to immediately become foreign policy experts, and also believe that we can confidently link complex and imponderable political situations to financial market outcomes. It is hard to overstate quite how difficult this is.

As is typical for investors, we treat each new event as an isolated incident and develop a convenient amnesia about similar situations in the past, which have either had limited long-term consequences, or where the impact was incredibly difficult to foresee.

It is not enough for something to matter, we must be able to predict it with some degree of confidence.

So, how should investors deal with geopolitical issues and the emergence of other high profile risks?

To keep something of a level-head amidst the noise and tumult, a checklist can be helpful.  We should consider the following:

1) Do I have confidence in predicting the outcome of the current situation?

2) Do I believe I can predict the financial market implications?

3) Are any of these financial market implications likely to be material over my investing horizon?

4) Does my portfolio remain appropriately diversified for a range of different outcomes?

5) Has there been any change to my investing objectives?

In most situations and for most investors, the checklist should result in there being a limited response to emerging geopolitical risks and other types of potential market shocks.

This sounds easy, so why is such an approach difficult to apply?

There is, of course, the incessantly damaging perception that if something is on the front pages, investors should be ‘doing something about it’, but there is an even more pernicious problem. At some point a geopolitical risk will have a major financial market impact, and we cannot face the prospect of having done nothing about it.

The fear of doing nothing whilst something important is unfolding is a real one, and leads many investors (often professionals) to make incredibly poor choices. When considering this conundrum, we need to ask ourselves two questions:

1) Even if we assume that an event will have a meaningful impact on financial markets, how confident are we that we can manage it adroitly? It is a herculean assumption that we will make good choices through a period that is likely to be chaotic, stressful and unpredictable.

2) Will we know in advance which of the many such geopolitical events will be genuinely consequential?  On the very solid assumption that we won’t, this will mean that we must constantly trade around such situations – just in case it is the one that matters.

Although it might be quite difficult to acknowledge, anyone who has lived through financial markets for any period of time will know that Kahneman’s maxim is right. We lurch from one potential major risk to the next, almost always overstating its importance and each time making some ill-judged predictions. Investors need to worry less about geopolitical events, and more about the poor decisions we will make because they are the focus of our attention.  



* Hopefully, it goes without saying that when I am writing about how much such issues matter it is purely from a financial market perspective. The human costs and implications are often profound and far, far more important than any investing consequences that may transpire.



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

What Happened in Financial Markets in the Second Quarter of 2019?

I have no idea what happened in financial markets in the second quarter of 2019. I think it is safe to assume that not many people do. The problem is that when we were living through it, it would have felt like the most important thing. As if the ‘information’ we were engaging with would have a profound impact on our investment outcomes. Yet now we cannot even remember it. Our obsession with dealing with what is right in front of us may well be an effective evolutionary adaption, but it is a terrible affliction for most investors with long-term goals.  

Human attention tends to be drawn towards two things – salience and availability. Salience is where something is particularly noticeable (often due to some emotional resonance), and availability is how easily something comes to mind (typically because it is recent). The lure of the day-to-day gyrations of financial markets is strong.

Unfortunately, it is not only an issue of attention, but importance. We are prone to hugely overweight the relevance of what is happening in the moment, as Daniel Kahneman noted:

“Nothing in life is as important as you think it is, while you are thinking about it.”

In the general sense this is not irrational human behaviour. If something is happening or changing in the current instant, then it can make absolute sense to focus on it and deal with it immediately. Taking the time to accurately calculate the probability of whether that movement you spotted on the savannah is actually the head of a lion is probably not a smart strategy. The issue is that rationality is context dependent. What is good for human survival is often terrible for long-term investing.

The problems that stem from this behavioural wiring are twofold. First, we are likely to neglect information that is genuinely important in favour of what we are currently experiencing. Second, we are almost certain to trade too much as we get stuck in the cycle of continually reacting to the next set of salient and available information, or what we might instead call the prevailing market narrative.

That most investors are caught in this behaviourally satisfying but return-eroding loop is reflected in the lack of introspection or reflection around past decisions and opinions. Nobody looks back at all the predictions that were made in our market outlooks for 2019 because it would be embarrassing to acknowledge how wrong we were and how attentively we focused on matters that were either irrelevant or unpredictable. It is better for everyone if we all just keep looking forward.

Escaping this damaging obsession with the present is not simply about overcoming our own behavioural limitations but acting in a manner that is contrary to expectations. It is not just us who feels that we must do something about what is happening right now. Everyone does. Even if we don’t think it is important it makes sense to act as if it is. In this instance taking action is still about survival, but not from the lion, in our job.

There are inevitably periods in time when there are market developments that matter for our long-term prospects. These might be fundamental (such as some significant change in valuations or expected returns) or behavioural (dealing with these challenges of bear markets and bubbles), but will be dramatically outweighed by things that are either unimportant or unforecastable. 

When we are living with markets in each moment it is almost impossible to separate signal from noise because of the undue status we place on the present. Aside from entirely ignoring the vacillations of markets (which for many is impossible), the only conceivable way to deal with this is to define in advance what aspects are important and then attempt to ignore the rest. This is the price of admission for the advantages provided by a long-term investing approach. Nobody said it was easy.

Attempting to be a long-term investor while obsessing over the short-term fluctuations of financial markets is like starting a diet but filling your kitchen with chocolates and cakes; you might still achieve your goals but you are really making it hard for yourself. 



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

The Paradox of Past Performance

Although we may not like to admit it, the past performance of an asset class or fund is likely to have an overwhelming influence on our decision making.  We may try and mask the hold it has on us, but we are inescapably drawn towards investments with strong recent returns. The more pronounced and persistent the outperformance, the greater the pull. There is probably no more prevalent nor puzzling paradox in investing – in order to enhance our returns we make decisions based on a measure that is likely to reduce them.

The past performance of an asset are returns that we are not going to enjoy. They have been (at best) drawn forward from the future – the better the performance before we invest, the worse they will be after. Unusually strong returns are typically the result of unsustainable tailwinds, random doses of good luck and the inescapable swings of market sentiment.

Periods of abnormally strong performance mean that an investment has become more expensive and that it has earned higher returns than it is reasonable to expect on average. Both factors acting as a gravitational pull towards future disappointment.

This type of behaviour is most pronounced in active fund selection. Here it is not even an implicit driver of decision making, but rather an explicit feature of most processes. The popularity of star fund managers is (at least in part) forged on the notion that exceptional returns in the past are a prelude to exceptional returns in the future. We ignore the realities of valuations, the spectre of mean reversion, and fickle hand of fortune, and instead assume that some form of idiosyncratic skill will overcome all of these factors. This is an assumption with terrible odds of success.

The pull of past performance is not unique to fund manager selection, it is pervasive across the industry. We only need to look at the clamour for US equities following a decade (or more) of stellar performance. Investors seem to behave as if the market’s outsized returns in the recent past increase the probability of a continuation of this pattern, when in all likelihood the reverse should be true.

Why do we have such a strong tendency to read the wrong signal from past performance?

Extrapolation: We seemingly cannot avoid believing that trends of the recent past will persist, even when this view seems to be contrary to any rational analysis. A critical part of this anomalous behaviour is the power of storytelling. When assets or funds deliver exceptionally strong (or weak) performance, narratives are weaved to explain them. These compelling stories that justify unusual returns also bolster our belief that they will endure.  

Outcome Bias: Aside from our inescapable short-termism (more on that later), outcome bias is probably the most damaging behavioural foible suffered by investors. Whether it be for a stock, fund or asset class, when we witness strong performance we imbue that thing with some inherent goodness (and vice-versa). High past returns give us increasing confidence in the credentials of an investment. It must be good, haven’t you seen the returns?

Career Risk: For many, being in thrall to past performance is a survival strategy. Most professional investors make decisions to survive over the short-term. Although performance chasing might objectively appear to be an odd strategy at an aggregate level, for an individual it might be the best way to keep our job or avoid another difficult meeting. Investing in the in-vogue areas of the market can be both irrational and rational at the same time – it depends on our objective / incentive.

Instant / Delayed Gratification: Inherent in the paradoxical impact that past performance has on our decision making is the trade-off between instant and delayed gratification. We have an ingrained preference for doing things that make us feel better in the moment over waiting for rewards that may occur at some uncertain future point. Performance chasing gives us an instantaneous, positive hit – we are investing in areas of the market that are working right now, the stories supporting it are captivating and everyone thinks we are making a sensible call. The alternative approach gives us pain now with any benefit someway off in the distance.

One clear signal of the dangers innate in performance chasing is that there is no behavioural cost. It is easy to do and feels good when we do it. Almost all positive investment approaches come with behavioural pain – something has to hurt.



There is one important exception about the perils of making decisions based on past performance. The success of trend-following strategies, which are explicitly past performance focused. If there is evidence of this working, why is performance chasing such a problem? There is a critical distinction. The success of systematic trend-following strategies is about the consistent application of discipline and rules. Conversely, most investors engage in erratic trend-based investing (we invest in things because they have ‘gone up’) and rationalise the decision based on some post-hoc fundamental analysis.

We are largely secret trend-following investors not admitting how much past performance matters to ourselves or others, and absent the aspects that makes capturing such trends work. 

The paradox inherent in investors’ unhealthy focus on past performance does not mean that we should scour the market for the most egregious laggards, but rather be wary of the influence of high historic returns on our decisions and realistic about its likely consequences. Unusually strong past performance should make us concerned not confident. 



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

New Decision Nerds Podcast – Dealing with Underperformance

𝗛𝗼𝘄 𝗺𝘂𝗰𝗵 𝘁𝗶𝗺𝗲 𝗱𝗼 𝘆𝗼𝘂 𝗴𝗶𝘃𝗲 𝗮𝗻 𝘂𝗻𝗱𝗲𝗿𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁 𝗺𝗮𝗻𝗮𝗴𝗲𝗿?

1. Hire a manager after a period of strong performance.

2. Watch in discomfort as you don’t experience that performance, maybe the opposite.

3. Spend a huge amount of thinking time and emotional labour working out why it wasn’t your fault.

4. Sack the manager.

5. Rinse and repeat with potentially similar outcomes.

Now that might not be you, but it is a story that plays out regularly.

Experiencing underperformance is one of the unavoidable realities of hiring an active manager. And it’s painful for everyone; clients, managers and advisers. And badly managed pain creates some predictably bad outcomes for all parties.

One important and manageable issue is time horizon mismatch. And this is what Paul Richards and I explore in the latest episode of Decision Nerds (link in comments). We explore:

𝗪𝗵𝘆 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁 𝗲𝗱𝗴𝗲 𝗶𝘀 𝗻𝗼𝘁 𝗲𝗻𝗼𝘂𝗴𝗵 – managers need an appropriate amount of time to let their edge play out (if indeed they have one at all). It may be longer than you think.

𝗧𝗵𝗲 𝗕𝘂𝘅𝘁𝗼𝗻 𝗜𝗻𝗱𝗲𝘅 – a simple way of articulating time frames that can help everyone.

𝗘𝘃𝗲𝗿𝘆𝗼𝗻𝗲 𝗵𝗮𝘀 𝗮 𝗽𝗹𝗮𝗻 𝘂𝗻𝘁𝗶𝗹 𝘁𝗵𝗲𝘆 𝗮𝗿𝗲 𝗵𝗶𝘁 𝗶𝗻 𝘁𝗵𝗲 𝗳𝗮𝗰𝗲 – we posit that most people’s ability to predict how they will deal with the pressure of underperformance won’t reflect reality when things get tough.

We talk about the distinct behavioural pressures facing clients, advisers and managers and what they might consider doing to make things easier.

Available in all the usual places and below:

https://www.buzzsprout.com/2164153/14941612-underperformance-everyone-s-got-a-plan-until-they-re-hit-in-the-face

Why is it so Easy to Disregard Behavioural Finance?

Behavioural finance has a problem. People talk about it a lot, but use it a little. If anything, improvements in technology and communication has made good investment behaviour even more challenging. Both the temptation and ability to make bad choices has never been greater. The central issue that behavioural finance faces is that – at its core – it is asking investors to stop doing things they inherently and instinctively want to do (and are in many cases are paid to do). That is an exceptionally hard sell.

If we take a deliberately simplistic approach to grouping some of our most problematic investing behaviours, we can see what makes adhering to the lessons of behavioural finance quite so tough:

We do things that are emotionally satisfying and anxiety reducing: Many of our actions – such as selling poorly performing funds or assets, or reacting to short-term market events – make us feel much better in the moment.

We do things that play to our ego: We want to believe that we are better than other people and this overconfidence leads us to engage in activities with horrible odds such as market timing,

We do things because of what other people are doing: We are social animals and take decisions because we want to be like other people or compare favourably to them.

We do things that are easy: We are cognitive misers and prefer simple explanations. That’s why we are so keen to translate a complex financial world into simple stories.

We do things that had evolutionary benefits: This one could really cover everything. Most of our worst investing behaviours are effective evolutionary adaptions and useful in many other contexts. Worrying about the short term and obsessing over recent events is great for our survival but not so good for meeting our long-term investing outcomes.

Viewed through this lens it is easy to see why encouraging people to think more about their behaviour is such a challenge. We are asking them to do the following:

  • Stop doing things that give them immediate satisfaction and reduce stress.
  • Accept that they are not as smart as they think they are.
  • Stop looking at what other people are doing.
  • Accept that markets are complex and unpredictable.
  • Ignore most of what has your attention right now.

The idea that applying behavioural finance concepts is easy is nonsense. It is far far easier to give in to our ingrained dispositions which are natural and make us feel good – that’s why everyone does it. Improving our investing behaviour means going against our own instincts and often what other people are doing.

What makes matters worse is that the industry encourages and validates our natural and problematic behaviours. Lots of value accrues to turnover, stories, short termism and irrelevant comparisons. When I say value, I mean fees – not performance.

Another issue is that applying behavioural finance concepts has no immediate payoff, so it can be difficult to articulate its true worth. Any value that will accrue will take time and there is no obvious counterfactual. There is no benchmark for the poor decisions we would have made without it (a problem made harder by the fact they we will never accept that we would have made those poor decisions).

It is important to remember that behavioural finance would be redundant if it were easy; if it wasn’t hard it wouldn’t be useful.

Applying behavioural finance well is a skill. One that involves developing a plan that will ask us to act against what we think is our better judgement. We will struggle to evidence its value and there will be times when it looks like it doesn’t work at all – “why did you tell me to sit through a bear market when I could have got out at the top!?”

Absolutely integral to accruing the benefits of understanding and managing our behaviour is moving away from the idea that it is about simply doing nothing and ignoring markets. This might work for some but for most it is not realistic. Instead, it is about defining which types of behaviour add value and identifying those which are destructive ahead of time. This requires constant work and effort. It is not solely about creating disciplines but also continually reaffirming why they are in place. The concepts will be incessantly stress tested by fluctuating markets and ever-changing narratives.

Our default state is to disregard the lessons of behavioural finance. It is simply how we are wired. There are, however, huge benefits to be unlocked if we can take the time and effort required to engage with them. Our behaviour remains the most important factor influencing our long run investing outcomes, let’s not ignore it.



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

Active Investors Need to Think About the Odds

Although investing is far noisier and uncertain than most card games, it is also an activity where understanding the odds is critical. While investors may feel uncomfortable talking about their decision making in probabilistic terms, it is inherent in everything we do – whether we are explicit about it or not. Much like assessing our chances in a particular game of cards, active investors should be asking themselves three questions before making a decision:

1) What are the odds of the game?

2) Do I have skill?

3) What hand have I been dealt?

Let’s take each in turn:

What are the odds of the game?

This is simply judging the expected long run success rate of an activity – on the assumption that I am an average player. If my objective is to win at a game, I want to play the one where the odds are most in my favour.

For active investors this is about seeking to identify the structural inefficiencies in a market that might create advantages relative to an index tracking approach. Although these dynamics might change through time, they should move at a glacial pace.

To take a simple example of what this could mean – I might assume that the odds of success for an active equity fund manager are better investing in Chinese A shares than US large cap equities. This is because the former has more retail participation and may price new information less efficiently (amongst other things). This may not be true (there are certainly reasons why active investing could be harder in the Chinese domestic market), but such issues should be at the forefront of our thinking.  

This is clearly not an easy judgement to make and there will be no precise answer, but it makes no sense to invest actively without first at least attempting to consider the odds of achieving a positive outcome.

Do I have skill?

The structural odds of a game are our starting point, but they will be impacted by the presence of skill. A poker player with evident skill should win more over time. The problem for investing is that skill is difficult to judge and far, far more people think they have it than actually do.

Skill can be quite an emotive term, so it is probably better to frame it as an edge. If I am going to engage in an investment activity with average or underwhelming odds, then I need to have an edge to justify participating.

Investors have terrible difficulty talking about skill and edge, but it is essential to do so. It might be analytical, informational, behavioural or something different entirely, but it must be something. If my choices are consistent with me believing I have an edge, I need to be clear about what I think it is.

What hand have I been dealt?

Sometimes the structural odds of a game, or the influence of my skill in playing it, can be dominated by whether I am dealt a great or terrible hand.

As an investor I can think of these as cyclical or transitory factors that influence my chances of outperformance. This is nothing to do with the perennial promises of it being a “stock pickers’ market” or other such empty prophecies, but rather factors like observable extremes in performance, valuation or market concentration that arise at different points through time and may have a material impact on my fortunes.

The best recent example of such a scenario would be in 2020 when a select group of high growth, actively managed equity funds had delivered staggering outperformance against the wider market. They had generated astronomical returns and held stocks that traded on eye watering valuations. Investing in such funds at this time (which investors unfortunately desperately wanted to do) is the same as being dealt a terrible hand in a game of cards.  It overwhelms everything else – the overall odds of the game and our level of skill become irrelevant. The probability of achieving good outcomes from such starting points is inescapably low.

Of course, such a situation is even worse than being dealt a bad hand in a game of cards because investors – buying into the story and beguiled by past performance – will play it like it is a great hand.

The sad truth is investors are more likely to go ‘all in’ with an awful hand and fold a great one.

—-

Investors seem to dislike thinking in probabilities. In part this is because it can feel like we are applying spurious accuracy, but more because it can betray a profound uncertainty about the future, which jars with our general overconfidence. Despite this discomfort, we cannot escape the fact that we are playing a probabilistic game. We will never get to the right answer, but it would help our decision making greatly if we at least tried to carefully consider what our odds of success might be.



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

Everything is Obvious

The dominance of US equities has been one of the most significant features of financial markets over the last decade. The sheer magnitude of outperformance makes it easy to claim that it has simply been a case of an in-vogue market enjoying a substantial and unsustainable valuation re-rating, but that’s not quite true. Although a material multiple expansion has been influential, fundamental factors – better growth and improving margins – have also been significant. There is a problem, however, with using these earnings advantages to justify the compelling relative returns produced by US equities. Implicit in these arguments is often the idea that it was obvious that this would happen, and now it is equally obvious that it will continue. This is where investors will likely come unstuck.

To explain why, we can look at this chart from Alliance Bernstein showing earnings growth across US, EAFE and Emerging Market equities:


How many people in 2010 were thinking – “over the next decade I believe US equities will be the place to be because of their earnings growth potential?” Not many. With the benefit of hindsight, we might think we were, but we weren’t.

Instead, we were likely to be saying: “Emerging market equity outperformance over the past decade wasn’t a bubble or about a valuation re-rating, it was about the fundamentals – haven’t you seen the earnings?”

In 2010, it would have felt obvious why emerging market equities had outperformed (‘it’s the fundamentals, stupid’) and that this would continue. It didn’t quite turn out that way.

These are the same arguments that are made now for US equities, but just applied to a different case at a different time. Our behaviours don’t change, just the subject that they are focused on.

There are two powerful and pervasive behavioural foibles at play here. Hindsight bias makes us feel as if the path we have taken was inevitable, whilst extrapolation leads us to assume that what has come before will continue. There is, however, something else that is just as problematic for investors – an inability to separate what matters from what is predictable.

Just because something will have a significant influence on the performance of an asset class, it does not follow that we can predict it with any level of confidence. Take earnings growth – this is a critical component of equity returns (the longer the horizon the more it matters) but is also incredibly hard to forecast. Just because something matters does not mean that it is a good idea to confidently forecast it.

Imagine attempting to estimate the relative earnings growth trajectories of emerging markets and the US back in 2010. That would require a wonderful ability to foresee developments in the growth of China, commodity prices and the rise of oligopolistic big tech firms (amongst a multitude of other things). 

Added into this mix would have been the profound impact the strength of the US dollar has had on these fundamental fortunes. As currency forecasting ranks just below astrology in its accuracy, this makes life even harder. Earnings growth is really important, and it is also really important to understand our limitations in anticipating it.

When considering factors such as longer run earnings growth it is vital to accept that we are predisposed to be overconfident in our ability to forecast it and will also consistently assume that cyclical phenomena are structural. We should always start from a point of conservative assumptions based on long-run base rates and apply wide confidence intervals.

We must also remember that it should not be considered unusual for an outperfoming asset class to have had superior fundamentals. This is the critical part of the virtuous circle – better fundamentals – higher multiples – more persuasive stories. They feed on each other. The right question is not usually whether there has been any fundamental justification but whether it is sustainable and what is already in the price.

None of this is to say that the earnings advantage of the US will not persist. It is possible to make a perfectly plausible argument – probably around the rise of AI and the lack of effective antitrust enforcement – as to why this might be the case. It is, however, equally easy to contend that earnings are inherently cyclical and unusually strong tailwinds for certain markets (and industries within it) don’t tend to persist (they are unusual for a reason). This is without even considering starting valuations.

It is true that the outperformance of US equities over the past decade was heavily influenced by fundamental factors; it is not true that this was obvious before the fact, nor that it will necessarily persist. Anyone arguing otherwise is either wildly overconfident about their ability to see the future or trying to sell us something.

Things are never as obvious as they feel.



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

Forecasting is Hard and We Are Not Very Good At It. What Should Investors Do?

Although we might not like to admit it, we know that forecasting economic and market variables is tough, but just how tough? A new study by Don Moore and Sandy Campbell sought to answer this question.[i] They looked at 16,559 forecasts made in the Survey of Professional Forecasters since 1968, and found that those making expert predictions had 53% confidence in their accuracy but were only correct 23% of the time.

The study highlights the two central problems inherent in economic and market forecasting. It is not just that it is fiendishly difficult to get right (as the 23% shows), but we don’t appreciate how hard it is and are therefore poorly calibrated (the gap between 53% and 23%). This leads overconfident investors to make decisions based on unrealistic levels of precision.

One stark example in the study is that when forecasters held 100% confidence in their forecast, they were right only two-thirds of the time. Imagine the damage wrought by investment decisions based on an absolute confidence in the future. I am not even 100% sure the sun will rise tomorrow:


While the forecasters analysed in this study seem poorly calibrated, it is important to remember that they are doing things in the right way. They have expertise in their field, are adopting a probabilistic approach and receiving regular feedback on their quarterly forecasts. This is the correct method in making market predictions, yet overconfidence remains a major problem. Most investors making regular forecasts don’t have these attributes – we can only guess at the gulf that exists between their accuracy and confidence.

It gets worse still for investors. The study focuses primarily on single macro-economic variables – GDP, inflation and unemployment, but most investors are attempting to guess second order effects. How will ‘the market’ respond to changes in these factors. This adds another layer of unfathomable complexity to something that was challenging to start with.

Although the idea that forecasting is tough and people tend to be overconfident is hardly surprising, the results from studies such as these jar sharply with the everyday experience of financial markets, which are incessant stream of predictions. Investors are compelled to have a view on everything and must have conviction in that perspective.

But if we know that forecasting is incredibly difficult why can’t we stop ourselves from doing it?

Aside from simply thinking that we are better than other people,  the primary reason is that predicting the future gives us comfort amidst profound uncertainty. It provides us a false sense of security in an environment that is incredibly chaotic. It is also expected of us – if everyone is making forecasts about everything then we should be too. Smart people are confidently foretelling the future – why aren’t we?

How can investors cope in a world where forecasting is endemic and expected, but very likely to lead to poor decisions?

Forecast the right things: Investors cannot simply stop making predictions. We all do it. Even the most ardent passive investing advocate is making implicit predictions about economic growth (economies will grow) and equity markets (equities will generate higher real returns than other asset classes) when building their portfolio. We should, however, be parsimonious in our predictions, modest in the assumptions required for our forecast to hold and have limited requirement for precision.

Focus on what matters:  For most investors the list of things that actually matter to our long-run investment outcomes is far, far smaller than the things that we think will be of importance. To avoid getting caught up in the prediction machine, we should be clear about what these are from the outset.

Talk a lot, do a little: One of the reasons that forecasting is so prolific despite being so difficult is because investors always need something to talk about, and discussing financial markets can easily veer into forecasts about the future. It is okay to discuss about what’s happening in the world – in fact it might just be a requirement to keep people invested – but we should talk about markets far more than we do anything.

Understand we will be wrong, frequently: In the study, individuals with expertise, receiving feedback and taking a probabilistic approach were correct 23% of the time. We will be wrong far more than we think.

Prepare for a wider range of outcomes: It is not just that we will be incorrect, but the range of possible outcomes is likely to be wider than we will consider reasonable.

Be resilient to reality: We will be wrong more than we think and things will happen that are outside of our expectations, often by some margin. Our portfolio decisions and behaviour should reflect this.

Stop having views on everything: One of the most pernicious features of the investment industry is that everyone has to have a view on everything all of the time. Nobody can say – “I don’t know.” Given that forecasting is hard even for the best-prepared experts this is terribly damaging. We shouldn’t be asking why someone doesn’t have a view, but instead why they do.

Spend less time worrying about other people’s forecasts:  Financial markets are populated by intelligent people making incredibly persuasive predictions. We should learn to ignore them. Rather than being captivated by a compelling view on the price of oil or the US dollar, we should instead be questioning why their ability to forecast is an exception to what the evidence so often tells us. 



Nobody in financial markets will care that there is another piece of research highlighting quite how problematic forecasting can be, everything will continue as before. Investors who can, however, understand how hard it is and act accordingly will almost certainly be better off in the long-run.  


[i] Overprecision in the Survey of Professional Forecasters | Collabra: Psychology | University of California Press (ucpress.edu)



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

Having an Edge Isn’t Enough, Investors Also Need Patience

Imagine you are offered a bet on the outcome of the repeated flip of a coin. You can choose whether this is over 10, 100 or a 1,000 flips. Everyone thinks that a fair coin is being played, but you know that it is slightly weighted in favour of coming up heads. Which version of the game would you want to play? 1,000 flips, of course. If the probabilities are on your side then you want to extend the sample as much as possible – this gives the best chance of dampening the noise and letting the true odds come to pass. It is the same for investors – it is not enough to have an edge, you need to have the time for it to play out. That is a luxury that very few hold.

Blunting Edges

Unfortunately, life is a lot more difficult for investors than the coin flip example suggests. We never really know whether we have an edge (we just all think we do) and, if we are attempting to be a long-term investor, we may only make a handful of genuinely consequential decisions in our lifetime. The critical point is, however, if we believe that we have an investment approach where the probabilities are on our side then we have to give it time to work.

Having an investment strategy with an edge, and marrying that with a too short time horizon is identical to possessing no advantage at all. We are just entirely beholden to randomness. It is not enough for us to believe that the probabilities are in our favour, we must also be confident that we can persist with it so that we can benefit from those odds. If we cannot, then we shouldn’t be doing it.

For most investors, whether we have an edge or not is irrelevant because our time horizons (chosen or enforced) are too short for it to matter even if we did.

Disappointment and Disaster

If a good strategy benefits from a larger or longer sample then the opposite is also true. A bad investment process – one where the odds of success are against us – suffers from an extended horizon.

The worse our investment approach the more brevity is an advantage. We don’t want to wait to find the true odds, we want to be lucky.

If we have a sub-optimal strategy, the longer our horizon the more likely it is that we will encounter its disappointing reality. There is, however, something more pernicious than this slow trudge toward underwhelming returns, and that is an approach with the propensity for disastrous losses.

When there is the potential for catastrophe embedded within an investment process – most typically because they have leverage, concentration or both – time becomes our enemy. It is not just the odds that matter here, but the range of outcomes. Think of it like home insurance. If we decide not to renew our policy we make an immediate profit (or at least save on a cost), but expose ourselves to an incredibly unpleasant tail risk. A risk that increases with time. One day without insurance is a vastly different proposition to ten years.*

Asymmetric Agents

If an investment strategy has no edge, or carries the potential for severe and sharp losses, is it always better to have a shorter horizon? Not always. It depends on who actually bears the downside risk.

If there is a situation where an investor can benefit from the upside but other people suffer the losses then they will be incentivised to run even a poor strategy for as long as possible. The asymmetry is firmly on their side. They benefit from the luck and randomness that might result in positive outcomes, and are happily insulated from sharply deleterious outcomes.

This might seem like an unrealistic hypothetical but it is not. Imagine a hedge fund strategy capturing performance fees on an annual basis with no or partial claw back (not something that needs much imagination). They hold a free, or at least low cost, option on striking lucky, and they have no interest in that option expiring.



Investors spend a lot of time thinking about edges, but not a great deal of time thinking about what is required to benefit from them. For most it is not getting the odds on our side that is the difficult thing, it is playing the game long enough so that they matter.



* This relates to the importance of ergodicity in investment decision making – which you can read more about here.



My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

Has the Rise of Passive Funds Really Broken Markets?

Recent data from Morningstar showed that at the close of 2023, assets in passive funds had overtaken those in their active counterparts. This was a moment of celebration for advocates of passive investing, but also came against a backdrop of active investors – most notably hedge fund manager David Einhorn – claiming that this shift had broken markets. So, is the continued growth of passive funds simply validation for a better way of investing, or terrible news for the efficient functioning of capital markets?

Before getting into the details, it is worth emphasizing that the rise of passive funds has been an overwhelmingly positive development for investors. It is, however, possible to believe this and still ask valid questions about its implications. The move from active to passive investing changes behaviour – so it matters for markets.

I don’t have perfect answers to the questions that follow, but they are worthy of thought.

What proportion of assets are in passive funds?

It depends on what and who you ask. The Morningstar analysis did show assets in passive funds surpassing those in active funds, but the numbers shift depending on the region we look at, how passive is defined and what type of investors (mandates, funds etc…) are captured. One interesting aspect to consider, which is often ignored, is the proportion of active strategies (those trying to beat an index) that are heavily constrained in the amount of risk they can take away from their benchmark. They may have strict tracking error constraints or limits on the size of overweight and underweight positions they can take. Although they have more flexibility than a passive fund, the behaviour of the fund managers will be heavily influenced by the evolving composition of an index.

How many active investors do you need?

It’s difficult to say. Passive funds by their design benefit from the work of others. Active investors in aggregate set the prices of securities and then passive funds mirror this. This relationship only works if there are sufficient active investors engaged in some form of evaluation and analysis. If the market were entirely made up of passive investors prices would be set by flow and liquidity; fundamental business attributes would be largely irrelevant in market pricing (barring corporate activity around dividends, buybacks and issuance).  In this scenario it would be fair to claim markets were broken in some way as passive fund behaviour would become entirely self-reinforcing and markets wouldn’t be useful in valuing businesses or providing some measure of the cost of capital.

Are all active investors trying to find ‘fair value’?

Absolutely not. Many critics of passive investing tend to create a binary distinction between passive investors being price insensitive and active investors assiduously building DCF models trying to value businesses. In my experience, this is simply not true. There are vast swathes of active investors that are far more interested in sentiment, momentum and price movements than attempting to work out something so arcane as what a company might actually be worth. The pervasive momentum and performance-chasing that we see in stock market returns is not a phenomenon caused by passive flows.

Are markets already priced by flows rather than fundamentals?

No. There is an argument that markets are already broken and dominated by price-incentive flows into passive funds, but this seems far-fetched. Let’s try a simple thought experiment – imagine that a major fraud was uncovered in one of the Magnificent 7 – would the price drop significantly because of concerns over future earnings or would the wall of money from passive funds overwhelm this? Almost certainly the answer is the former. The fluctuating fortunes of Meta in recent years seems a perfect example of market pricing still being driven (at least in part) by business fundamentals rather than flow. A far more egregious example of markets being driven by flows and sentiment was the Dot-com bubble, and that was fuelled by active investors.

Are passive investors value / fundamentals insensitive?

Yes and no. This seems like a simple one to answer but is a bit more complex than it first appears. If an investor is seeking to track the S&P 500 then they will buy irrespective of prevailing valuations, so in that sense they are insensitive to underlying business fundamentals and price. However, it is important to consider investors who are making active asset allocation decisions based on valuation and fundamentals but implementing them via passive funds. Many investors will appear valuation insensitive, but are simply considering these factors at an aggregate level rather than on an individual stock basis. (This relies on there being some active investors at a stock-level).

Passive funds just mirror current index weights, don’t they?


Not necessarily. The most compelling argument about the impact of increasing passive investment having a limited influence on markets is that that they simply invest at prevailing index weights – they perpetuate the current status quo rather than shift it. This argument only holds if we believe that liquidity and market cap scale equally, which they may not. If one listed company is 100 times larger than another is its relative liquidity 100 times greater?  If not, then an increasing $ amount of money being invested in the largest index constituents may have some disproportionate impact on prices.

Is the growth of passive funds good for active investors?

Yes. Imagine you are an active investor and you are told that passive investing has broken markets so that stock prices bear little relation to fundamentals. This is great news! You are almost certain to find the opportunity to invest in companies that are wildly mispriced. You can invest at ridiculous prices and sit back and enjoy the fundamental returns of the business (just perhaps not a revaluation of the multiple).

Is the growth of passive funds good for active investors?

No. The above answer is only correct if you don’t require markets to ‘reprice’ the securities you hold. Inevitably one of the main groups criticising the rise of passive funds is hedge funds, one of the reasons for this (away from the general loss of business) is that they typically have short horizons (one year performance fees) and seek to capture anomalies / trends before other market participants. They make money when other investors play catch-up. In a world where passive flows dominate and there are fewer investors like them this process may take longer to occur.

Overall, the rise of passive investing should be great for increasing the opportunity set for active investors interested in mispriced fundamentals, but is problematic if you have short horizons.

Does the rise of the Magnificent 7 show that markets are broken?

No. While the Magnificent 7 may be expensive, their ascent has not been detached from fundamentals. In aggregate these are incredibly successful and profitable businesses. The stunning rise of Nvidia feels like a textbook case of improving fundamentals combining with a compelling theme and performance-hungry investors, rather than anything led by the increasing influence of passive funds. It doesn’t feel like anything we haven’t seen before. 

Where is the impact of passive funds most likely to be felt?

Two obvious areas are non-index stocks and non-core markets. Stocks not featured in mainstream indices will almost certainly be impacted by the large increase in flow into passive products. This may well create opportunities, though this will be at the margins and will involve some lower quality businesses. There may also be some influence on non-core markets – for example, if the rise in passive investing increases relative flows into the S&P 500 this could impact the pricing and performance of smaller companies.

Is passive investing becoming riskier?

To an extent the more concentrated markets become the riskier a passive approach is. Let’s take things to an unlikely extreme – if the US became 90% of global equity markets with 50% concentration in the top 10 stocks and traded on 100x earnings, is a rigid passive approach still aligned with prudent investing? Probably not. But this is always a feature of passive investing not one that is caused by its growth. It is a known trade-off that passive investors must weigh up against the advantages. (Passive investors would have been buying a lot of Japanese equities at the peak of their bubble).

Does the rise of passive funds change investor time horizons?

Yes. It is reasonable to believe that increasing flows into passive fund requires fundamentally driven, active investors to increase their time horizons because on balance it may take longer for those fundamental factors to come to pass – at a security level there are fewer valuation sensitive buyers and greater weight of money invested at index weights. This creates something of a dichotomy because the rise of passive funds has inevitably shortened investors’ horizons – the tolerance for underperformance in active funds has likely reduced because the switch to passive is so easy.

The edge available to active investors with a long-time horizon is probably increasing, but the ability to adopt such a horizon is reducing.
 


It is hard to disassociate valid questions about the implications of the rise in passive investing from gripes by individuals and groups who have been disadvantaged by its growth. The market has evolved, however, and it would be remiss not to consider what that may and may not mean.  On balance much of the market activity that is used as evidence of the pernicious impact of passive investing feels like behaviour we have experienced in the past, long before passives played such an influential role. That is not to say there has been no impact, nor that it is a phenomenon to disregard, but, as it stands, my best guess is that the rise of passive may make trends run a little harder and reversals more severe, but it is difficult to argue that markets are broken.



Links

Morningstar: Passive Overtakes Active

Masters in Business – David Einhorn Interview


My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).

New Decision Nerds Episode – The Other F Word

Thinking and talking about failure can be tough, especially if it’s us who’s got something wrong.

But it’s vitally important for us as individuals and teams to find a way to address failure that allows us to both learn and evolve. In this episode of Decisions Nerds we:

– Examine my framework for thinking about errors around investment beliefs, processes and outcomes.

– Think about this in the context of broader typologies of errors; basic, complex and intelligent.

– Discuss some of the key psychological factors around failure and how they can be managed.

Some key takeaways:

The world of investing is filled with uncertainty and many of our decisions are going to be wrong.

We tend to look away from errors because of confusion about what caused them and fear of repercussions.

We can make life easier for ourselves when:

1.⁠ ⁠We accept failure and build processes that make us examine it.

2.⁠ ⁠We develop clear typologies of failure that are rooted in the decisions our teams make.

3.⁠ ⁠We build cultures of strong psychological safety.

As a bonus, you can hear me enjoy some live tech failures to bring the episode to life.

Play below, or find in all your favourite pod places.

https://decisionnerds.buzzsprout.com/2164153/14540844

Election Years are Dangerous for Investors (Just Not for the Reasons We Think)

It will not have escaped anyone’s attention that 2024 is a significant political year. Over 50 countries – home to somewhere near half of the world’s population – will hold elections. This – in particular the US presidential vote – is currently exercising financial markets. There is much talk of rising uncertainty* and a frenzy of predictions about results and their consequences. Given this backdrop, investors have every right to be worried, but perhaps not for the expected reasons. We should be focusing less on the specifics of the elections and more on avoiding the poor decisions we are likely to make because of them.

A US election is fertile ground for market forecasters. They can speculate both about the result of a significant occurrence and the market’s response to it. The prognostications typically involve either predicting the short-term reaction of market participants (how other people doing the same thing as them will act), or specifying some longer-term structural shifts that might occur as a consequence (what happens to the US dollar? Which industries stand to benefit?)

Should we act based on either of these types of predictions? Our strong default should be no. These are highly unpredictable, impossibly complex and chaotic subjects that we are understandably not very good at judging. Will some market soothsayers be right? Probably. Do we have any idea who will have that honour this time around? Probably not.

It is not just that it is incredibly difficult to make forecasts or to know whose forecasts to follow, but for most investors the thing we are anxious about will matter much less in meeting our specific goals than we think.

The challenge is that the industry compels action – it generates far more heat than light. It wants us to trade, to switch funds and to pay for critical insights. Even investors who really don’t want to engage with these issues are forced to simply because everyone else is – otherwise we risk seeming negligent.

There are two critical questions to consider when ‘significant’ market events are looming, or we are tempted to trade because of some noteworthy development:

1) Is it important to achieving our goals? Generally, events are far less critical to investors and our long-run returns than we perceive them to be.

2) Can we predict the event and the market’s reaction to it? Almost always the answer to this question is no.

It remains fascinating how investors face an incessant bombardment of evidence about how bad we are at making predictions and timing markets, yet we continue to persist with a punishing indefatigability. We were wrong yesterday but will be right today.

Major events – such as elections – are particularly pernicious because their prominence means that the urge to act can prove irresistible. As humans we are wired to deal with what is right in front us. The more salient and available an issue, the more we are likely to act. Far better to do something destructive than to be a bystander.

As difficult as it is, as investors we would be well-placed to reframe our approach. Rather than respond to each major event or period of ‘increased uncertainty’, we should instead try to move our focus to managing behavioural risk. That is identifying environments where we are likely to make poor investment decisions that damage our long-term returns, such scenarios might be:

– Significant market / macro events (elections / recessions / wars)

– Periods of extreme performance (bubbles and busts)

– Paradigm shifts (the next new transformative market narrative)

In these environments – where the behavioural risk gauge is flashing red – it will be the poor decisions we make because events are happening, rather than the events themselves, that will be of greater consequence.



* I am always slightly sceptical of the warnings of rising market uncertainty. Both because markets are always uncertain but more because it suggests that we were more certain about markets before they became uncertain (which means we were wrong to be more certain in the first place!)

My first book has been published. The Intelligent Fund Investor explores the beliefs and behaviours that lead investors astray, and shows how we can make better decisions. You can get a copy here (UK) or here (US).