James Murray, Senior Analyst, and Amadeo Alentorn, Head of Systematic Equities, tease out some of the subtleties involved in value investing, and explain why this is important to investors.


Value investing has been around for a long time – at least as long as Security Analysis, the famous book by Benjamin Graham and David Dodd, first published in 1934. The overarching philosophy of value investors is to select shares that are cheap relative to the intrinsic value of the underlying companies’ business operations. The value style of investing has come under criticism in recent years and has faced challenging performance. In this note, we provide an overview of our implementation of value investing, as one part of our investment process, and we explain some of the important design decisions we take in our systematic approach.


One of our team’s core beliefs is that factor returns are time varying. We believe that over a long horizon, factors tend to generate returns in excess of the risk they take. However, the path is bumpy: individual factors experience periods of both strength and weakness. To cushion against bumps in the road we allocate to a wide and diverse array of factors, and dynamically adjust our allocations depending on the prevailing market environment. 

Recent rotations in value 

To demonstrate the time varying nature of factor returns, we follow academic research in constructing factor portfolios. Every month we split the entire universe of investible stocks into five equally weighted portfolios depending on our proprietary assessment of value. Stocks are ordered from most expensive to cheapest, with the most expensive 20% of stocks placed in portfolio 1, the next 20% of stock are placed in portfolio 2, and so on until portfolio 5 which contains the cheapest 20% of stocks in the investible universe.


The black line in the chart below plots the historic performance of buying the portfolio of cheap stocks while short selling the portfolio of expensive stocks, resulting in a market neutral portfolio tracking returns to the value factor. The blue line follows the same approach but ranks stocks using our proprietary quality score and represents the performance of a quality factor.


As the full extent of the Covid pandemic became apparent to financial markets in early 2020, the fortunes of both value and quality factors diverged substantially. Cheap stocks struggled relative to their expensive counterparts, resulting in poor performance for a “value” portfolio. On the other hand, high quality stocks performed well during this period, while their low quality counterparts struggled, resulting in an attractive return profile for a “quality” portfolio.


On the announcement of positive vaccine news, the converse held true. Expensive and high quality names struggled, and cheap, lower quality names did well. Through the summer of 2021, news of new variants tempered the value factor’s gains, and positive (negative) Covid news benefited (hurt) value relative to quality.


This is a very clear illustration of the differing performance of factors across different market environments. It also explains why we rotate between value and quality within our dynamic valuation stock selection criterion: we do this because each of the two sub-components tends to perform well at a different time.

Systematic approach to value investing chart one

Source: Jupiter, as at 31.12.21. Date range Sep 2019-Dec 2021. 

Rotating between factors requires the ability to robustly identify periods of time when a factor will perform well or poorly. The chart below shows our proprietary evaluation of risk appetite, which we use to rotate between the value and quality sub-components of our dynamic valuation stock selection criterion. Here we evaluate the willingness of investors to trade off a unit of risky value for a unit of more expensive, but more certain, future cashflow.


As the full impact of the Covid pandemic was becoming apparent, risk appetite fell materially, moving from around 50% to below 20%, according to our measure. We observed that risk appetite remained low for much for 2020, until positive vaccine news caused a material improvement in investors’ willingness to take risk. Risk appetite remained high for the first half of 2021 until news of new Covid variants tempered reopening expectations, putting the environment in a more balanced position. 

Systematic approach to value investing chart two

Source: Jupiter, as at 31.12.21. Date range Sep 2019-Dec 2021. 

Understanding value drivers 

Although we rotate between value and quality, it is more common to hear the terms value and growth being contrasted. To understand why we believe value and quality is a better pairing than value and growth, we need to understand why value investing offers attractive returns. There are two preeminent theories for why value investing should offer strong returns.


The first is a behavioural explanation, arguing that cheap stocks are excessively unloved by the market. Investors anchor expectations on past outcomes and over-extrapolate past poor performance into the future. Investors’ expectations for cheap stocks are systematically too low, relative to the set of possible outcomes that cheap companies might achieve.


The second argument for the strong long-term performance of value investing makes the case that cheap stocks are riskier than their more expensive counterparts. This view of value argues that additional returns from buying cheap stocks represents compensation for taking additional risk.


In contrast to the often polarized arguments found within academia, we find empirical support for both points of view. In our view, some of the returns available from value strategies are due to behavioural biases, while others are driven by additional risk. We believe that understanding the drivers of value returns helps us to design better valuation strategies.


To demonstrate both schools of thought, we split the investible universe into five portfolios based on the naive price to book valuation ratio. Stocks are ordered from most expensive to cheapest, with the most expensive 20% of stocks placed in portfolio 1, the next 20% in portfolio 2, and so on until portfolio 5 which contains the cheapest 20% of stocks in the investible universe.


The chart below shows the average historic earnings growth of each of these five portfolios. Cheap stocks have typically had poor historic earnings growth, and expensive stocks have had particularly strong historic earnings growth. However, the lower chart also shows that cheap stocks typically beat expectations about their future growth in earnings. Expensive stocks typically underperform future earnings expectations1. Taking the observations together, we can say that cheap stocks tend to have lower actual growth than expensive stocks, but they also have more positive growth surprises than expensive stocks.


This suggests that in order to capture the mispriced behavioural component of value, we need to incorporate the future growth prospects of the firm. Our sustainable growth stock selection criterion incorporates measures of value to identify mispriced growth in the market. Value and growth are complements not substitutes. You cannot evaluate one without considering the other.

Book Yield Exposure to Historic EPS Growth

Source: Jupiter, as at 31.12.21. Date range Dec 1994-Dec 2021.

Book Yield Exposure to EPS Growth Beats

The chart below uses the same five portfolios as the chart above, but instead examines average company leverage (that is, the size of a company’s debt in relation to its balance sheet) within each book yield portfolio. (‘Book yield’ here means the equity on the balance sheet, per share, divided by the share price. Cheap companies have a high book yield.) We find evidence supporting the claim that cheap stocks are riskier than expensive stocks. The cheap portfolio carries materially more leverage than the expensive portfolio. 

Book Yield Exposure to Leverage

Systematic approach to value investing chart five