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15th January 2025
2024 was a transformative year for AI and one of the best on record in terms of the number of companies exposed to AI-related themes, including standout performers like Nvidia (171.2%) and Broadcom (110.4%). However, as we enter 2025, it feels as though the market's perspective has shifted, and the risks inherent in AI investments are now grossly underestimated by many market participants.
Current valuations across various sectors of the market often reflect unrealistic future growth expectations. Furthermore, the capital required to develop newer, more advanced generative AI models has grown so exorbitantly large that one must question whether companies like Alphabet, Amazon, and Microsoft will ever recoup their investments.
This is not the only issue these companies face. According to The Wall Street Journal, OpenAI's highly anticipated GPT-5 project, codenamed "Orion," is encountering significant challenges with data availability. Despite over 18 months of development and substantial financial investment, multiple large-scale training runs have yielded disappointing results. GPT-5 has demonstrated limited performance gains despite immense computational costs. Each training run demands months of processing power and potentially costs hundreds of millions of dollars, making it critical to prove that the mountain of capital deployed for GPT-5 does not ultimately become a mountain of malinvestment.
The primary challenge in GPT-5's development is the scarcity of high-quality training data. While larger models generally exhibit improved capabilities, acquiring sufficient amounts of diverse and reliable data to train a model at GPT-5’s scale has proven to be exceptionally difficult. OpenAI is attempting to address this issue by generating synthetic data, such as human-written code and mathematical solutions, along with detailed explanations of the reasoning behind these solutions. This approach aims to enrich the model's learning experience and enhance its ability to solve complex problems. However, GPT-5 has frequently exhibited "hallucinations," where it provides factually incorrect or misleading information presented as fact.
Number of parameters*, by GPT generation
GPT-1 117 million, GPT-2 1.5 billion, GPT-3 175 billion, GPT-4 1.76 trillion†
*Settings that determine how an AI processes information and makes decisions †Estimate Source: OpenAI (GPT-1, -2, -3); SemiAnalysis (GPT-4)
With AI revenues still virtually non-existent, the stakes for OpenAI and other companies to deliver breakthroughs with next-generation models like GPT-5 couldn't be higher. Yet, the project's current trajectory raises concerns—not only about GPT-5's feasibility and potential impact but also about the viability of many next-generation generative AI models in the short term. While solutions to the data scarcity issue may emerge in the near future, these challenges are not easily overcome. Achieving a level of performance that justifies the immense investment remains a critical hurdle for success in this space. Failure could reverberate throughout the supply chain, likely dampening future capital-raising efforts for companies like OpenAI.
These challenges are further exacerbated by a macroeconomic environment characterized by higher interest rates and tighter liquidity conditions. With a looming wave of corporate debt reissuance in 2026, OpenAI and similar companies may soon find themselves operating in a far less favorable fundraising environment, significantly altering the industry's dynamics. Architecture software—an area where Nvidia has demonstrated leadership—may benefit from such an environment as hyperscalers look to optimize hardware efficiency. However, this market remains highly fragmented, with hyperscaler companies like Meta supporting players such as AMD, which has struggled to keep pace with Nvidia.
After having little to no exposure to the primary beneficiaries of the AI trade during 2024, the evolving dynamics in the AI space have prompted us to reflect on our biases and consider where new trends and opportunities may emerge. While we remain open to the possibilities AI presents, we approach this space with caution, believing the real winners are likely to emerge in the application software layer, much like they did following the dot-com boom of the early 2000s. Healthcare technology, in particular, is an area where we are cautiously optimistic, given promising early applications of AI, especially in imaging and automation.
4th February 2022
The spectre of inflation has spooked stock markets since the end of last year with headline rates in the US for example above 7% – the highest since 1982. The Bank of England this week suggested that the UK will see a similar rate by April.
There are clear reasons why this inflationary impulse has occurred. Central banks around the world have supported a significant increase in deficit spending through the purchase of government debt and so we have witnessed the biggest Keynesian stimulus since World War Two. The Federal Reserve has more than doubled the size of its balance sheet since the outbreak of COVID-19. Moreover, this massive monetary expansion has been accompanied, for the first time in history, by government policies to shut down large sectors of the economy and impose working practices that have made it impossible for businesses to function as normal.
The outcome has been supply-chain disruption such as we have never seen which, as economies have opened, has led to both price and wage pressure throughout the system. Commodity and basic materials have seen prices up 20-80% from their lows and wages in some sectors, especially hospitality, have been rising at more than 10% p.a.
There are signs that some of this pressure may be about to ease. Industrial production is stabilizing back to pre-pandemic levels, shipping rates are now collapsing, and basic material prices are rolling over (except oil and gas). There are also signs that wage pressure isn’t compounding quite as much as feared as labour participation rates pick up.
We wouldn’t want to get too confident on the inflation front but if it is close to a peak, what would this mean for investors?
Although several interest rate hikes from the Federal Reserve are now priced in and bond yields have moved up this year, we still face the most negative real (inflation adjusted) yields since the 1970s.
Looking through a long lens in this chart going back to 1928, when negative yields have reversed it’s been because inflation has fallen sharply, not because bond yields have risen.
Once that reversal happens and real negative yields bottom out, it’s generally been a good time to buy the stock market with a long-term view. The grey bars on the chart show the ensuing 3 years market performance from the month that real rates turn.
29th June 2021
We have written a great deal over the last few years on the wealth polarising effect of monetisation. Given the significant increase in the Federal Reserve’s balance sheet through the COVID19 lockdowns, therefore, it should come as no surprise that the portion of net worth owned by America’s wealthy has increased again – nearly a third of all net worth in the US is in the hands of the Top 1% (see figure 1).
The most often cited cause of this is the Fed’s impact (although they largely deny this) on the price of assets held mainly by the well-off. There are, however, more subtle drivers too. The swings seen in asset markets, due to both COVID in 2020, and the longer-term effect rising leverage has on market volatility, has made it more difficult for the less-well off to hold on. In a bear market, as John Pierpont Morgan somewhat cynically pointed out, “stocks return to their rightful owners” and so if bear markets come more often and more sharply, then the rate of repatriation will only accelerate.
This might explain why, as shown in figure 2, the ownership of corporate equities and mutual funds in the US has become even more concentrated than for other forms of wealth. More than a half of all business equity, held either directly or indirectly, is held by the top one per cent of all owners. A trend that looks set to accelerate.
It may not only come down to the capacity to sustain losses, however. As in all western countries, good advice comes at a price. At Equitile we are not financial advisers but we talk to many advisers through the course of our business. As we see it, the crucial value of a good adviser is support and encouragement when the market has a set-back. A good adviser is in the best position to help investors overcome their natural behavioural aversion to loss, and to help plan their broader finances to make this easier. With good personal advice now scarce and expensive for those of lesser means, the ability to sustain losses floats ever upwards.
One intriguing move by the top 1% is their move away from bonds. Their holdings of debt assets (figure 3) has fallen from more than 60% to 40% of all debt assets in the last two decade - they sold aggressively throughout the COVID crisis.
With real interest rates in the US the most negative since the 1970’s, the potential for capital destruction through financial repression, for bond holders at least, is rising sharply. Perhaps the top 1% know this instinctively, or perhaps they are just better advised.
18th March 2021
Yesterday’s FOMC statement is important (March 17th 2021).
There are three points worthy of note:
1: “the Committee will aim to achieve inflation moderately above 2 percent for some time so that inflation averages 2 percent over time”
This is a commitment to the ‘make up strategy’ whereby the Fed seeks to achieve higher future inflation to make up for previously having failed to achieve its desired 2% inflation target. From the FOMC’s perspective, this narrative provides the flexibility keep interest rates extremely low even if it becomes manifestly clear it is failing to maintain inflation at or below its 2% target. This is, as explained by the following passage, now the FOMC’s goal:
2: The Committee decided to keep the target range for the federal funds rate at 0 to 1/4 percent and expects it will be appropriate to maintain this target range until labor market conditions have reached levels consistent with the Committee's assessments of maximum employment and inflation has risen to 2 percent and is on track to moderately exceed 2 percent for some time.
The FOMC’s goal is first to achieve a negative real interest rate of at least 2% and then to maintain that negative interest rate for ‘some time’. In other words, the FOMC would like to see the spending power of money, saved in the government bond markets, falling by at least 2% per year for the foreseeable future. In order to achieve this the committee is making an open-ended and asymmetric commitment to balance sheet expansion, arguably a euphemism for debt monetization:
3: Federal Reserve will continue to increase its holdings of Treasury securities by at least $80 billion per month and of agency mortgage backed securities by at least $40 billion per month until substantial further progress has been made toward the Committee's maximum employment and price stability goals.
In our view, FOMC is being both honest and pragmatic, effectively admitting the cost of the economic lockdown policies of 2020 and 2021 can only be funded through the printing press. As a result, we believe we are already in the early stages of an uptrend in inflation which will likely last several decades.
We expect the inflation trend to be maintained and accelerated through monetary and fiscal policy coordination; governments will continue spending far beyond their means and central banks will continue ‘footing the bill’ with monetization and negative real interest rates. If so, the global government bond markets will cease to be a viable long-term savings vehicle for the private sector.
8th February 2021
Silvana Tenreyro, one of the external members of the Bank of England’s Monetary Policy Committee gave an important speech on January 11th titled Let’s talk about negative rates.
The content of the speech itself it not especially ground-breaking. As the title suggests it is a discussion of the pros and cons of the Bank of England pushing short term interest rates into negative territory. Nevertheless a few passages are noteworthy.
First there is a reminder that the Bank of England is already doing the work to ensure negative interest rates can be implemented in the British banking system:
“the Bank of England began structured engagement with firms on operational considerations regarding the feasibility of negative interest rates…Once the Bank is satisfied that negative rates are feasible, then the MPC would face a separate decision over whether they are the optimal tool to use to meet the inflation target given circumstances at the time.”
Then there is a longer section explaining how successful negative interest rates have been in other countries:
“the ‘financial-market channels’ of monetary policy transmission have worked effectively under negative rates in other countries …the evidence from experiences of negative rates in other countries suggests that ‘bank-lending channels’ of monetary policy transmission have also been effective at boosting lending and activity”
“· Financial-market channels appear to be unimpeded under negative rates, and some may even be stronger than usual.
We are not persuaded of the benefits of negative interest rates.
We remain concerned over the negative impact negative rates have on the banking sector. As Silvana Tenreyro notes negative interest rates were implemented in the Eurozone in 2014, since then the index of European bank stocks has fallen by approximately 45% in value. Over the same period a similar index of US bank stocks has risen by approximately 50%.
We are also unpersuaded negative rates help stimulate the real economy. Economists argue lower rates drive asset prices higher, boosting borrowing and thereby economic activity. We find this argument persuasive but only up to a point. In our view it is important to recognise much savings are effectively non-discretionary. The savings people put aside for the purpose of house purchases and to fund their retirement are driven by necessity rather than choice. To the extent lower interest rates boost the price of assets and lower the income from those assets the policy means people must divert more of their income toward savings and away from consumption, causing a drag on economic activity.
A simple thought experiment on the topic of negative interest rates is worth pondering:
Case A: You wake up one morning to find the bank has made a terrible error, paying you 100% interest. The money in your bank account has doubled overnight.
Case B: You wake up one morning to find the bank has made a terrible error, charging you 100% interest. The money in your bank account has vanished overnight.
In which of these two scenarios do you increase your spending? To economists focussing on capital market effects negative interest rates look like a stimulus. To savers, worried about banks withdrawing money from their accounts, negative interest rates look like the opposite of a stimulus.
The discussion of negative interest rates in the speech is entirely concerned with the effect on the private sector economy. In our view this misses the true purpose of negative interest rates which is largely to augment government finances.
The main beneficiary of negative interest rates are governments which can issue bonds with negative yields and get paid, by their central bank, with newly printed money, for doing so. In other words, negative interest rates could be viewed as a thinly veiled mechanism of enabling monetised deficit spending. Given the extraordinary level of government spending, caused by the economic lockdown, the pressure on the Bank of England to facilitate monetised deficit spending has grown dramatically in the last year.
In summary, we view recent comments by Bank of England officials as preparing the groundwork for negative interest rates. Investors and savers should take note and consider their own response. Although we disagree with the Bank’s sanguine assessment of the impact of negative interest rates on the real economy and banking sector, we agree such a policy is likely to cause further asset price inflation.
6th July 2020
As pubs and restaurants opened in the UK last weekend, we’ve heard mixed reports on how many customers returned. Either way, it doesn’t look like there was a mad rush back.
Most likely, they’ll see a repeat of the retail sector’s experience over the three weeks after they were allowed to open - things have picked up but not by much. Data from Springboard shows footfall in the high street is still less than 40% of what it was at the beginning of March. Retail parks are faring better but are still only seeing around 70% of the footfall they were before lockdown.
In George’s recent COVID-19 Insights piece he talked about the likely bifurcation in the fortunes of the very large companies and small ones, particularly in retail, hospitality and travel. It seems that his projection is playing out.
The Bank of England reported last week that, while SME’s had increased their net borrowing in May by £18.2 billion, large ones had paid off £12.9 billion of debt.
A recent ONS survey analysing the impact of COVID-19 paints a similar picture with the financial resilience of many small companies now being seriously tested. Of the 5,600 or so companies which responded, 14% were still not trading by mid-June. Of the 86% that were trading, 18% of their staff were still furloughed.
More worrying was companies’ assessment of their financial resilience. Of those businesses actually trading in mid-June, 44% said they have cash reserves to last less than six months. Including business that were still closed, close to half said they can’t survive more than six months given their current cash reserves.
The economy needs to pick up much more quickly if many of the UK’s smaller enterprises are to survive.
2nd July 2020
It doesn’t look like the permitted re-opening of retail stores in the UK has marked a rush back to the shops. One might have expected people to be cautious in the first week or so but even in week two the footfall in England and Northern Ireland was still down 53.1% on the same week the year before (Springboard). It’s hard to say how quickly confidence builds from here, especially in light of an impending sharp rise in unemployment once the government’s furlough scheme comes to an end. One thing is clear though - there’s no shortage of cash right now.
The Bank of England published data last week showing the sharp increase in retail bank deposits. There’s a startling build up of saving as those with an income spent more than 100 days, with the exception of Amazon and grocery stores, with no where to spend.
Wherever you look, there’s been a significant improvement in consumers’ balance sheet in aggregate. In fact, taking both consumer and companies together, saving has been significantly higher than borrowing for some weeks.
It can’t go on forever of course, Keynes’ so-called Paradox of Thrift can soon take hold. For now though, those left with an income have plenty of financial capacity to fulfil their pent-up demand.
21st February 2020
It looks like our argument in a recent blog - that LVMH shareholders were getting a free lunch – seems to have been understated. Bernard Arnault, the company’s driving force, might have made his most transformative deal yet and, moreover, have it mostly paid for by the European Central Bank.
Whereas our previous calculation (see our December 2019 comment) assumed 0.5% cost of debt funding for the Tiffany acquisition, the first EUR 9.5bn (of EUR14.5bn acquisition cost) has been locked in at even better rates through ECB’s Corporate Sector Purchasing Program. The issuance announced this week consists of five tranches; two of which carry negative yields. Even the longest maturity, an 11-year bond, has a coupon of no more than 0.45%. All in, this is around half of the price LVMH was expecting to pay when the structure of the deal was first laid out late last year.
So, what we thought would be an annual funding cost of EUR 73 million will now be somewhere between EUR 44m and 65 million. Trivial considering LVMH’s shareholders are accruing EUR 500-600 million of additional cash flow.
2nd February 2020
Within twenty-four hours of the Chinese authorities uploading the genetic code for the Corona virus to the internet, a San Diego based biotech company, Inovio, had digitally designed a vaccine and produced the first samples in its own lab. They started pre-clinical trials within a week and their vaccine, INO-4800, should to be tested on humans (assuming it’s found to be safe) by the early summer. Inovio is not the only company working on a vaccine - they are in healthy competition with, amongst others, Johnson & Johnson, Moderna Therapeutics and scientists in Australia.
It’s a great example of how exponential growth in computing power is leading to a revolution in drug development. During the SARS outbreak in 2003 it took nearly two years before a vaccine was ready for human trials, for the Zika virus of 2015 this was down to six months – this time it will be a matter of weeks.
Digitally designed molecules to fight pathogens might look like the stuff of sci-fi but as processing speeds continue to double every eighteen months, the ability to design and test drugs without ever entering the lab is now normal.
I’ve been following the development of a US based private company, Schroedinger, which has industrialised molecule design on a grand scale. Whereas traditional approaches to drug discovery might have synthesized 1,000 compounds each year, Schroedinger’s platform can evaluates billions of molecules “in silico” per week with only the most promising molecules reaching the lab – some within the company’s own drug development programs. It’s not possible for us to buy shares in the company but their shareholder base is further testament to the convergence of computing power and bioscience – one of the company’s early investors was no other than Bill Gates.
The connection between processing speeds and drug development is especially clear in genetic science. The cost of sequencing the human genome has fallen from $100,000,000 in 2001 to a little over $1,000 today. It’s no surprise, therefore, that patent filings for gene-based therapies are growing exponentially.
Whether a vaccine for the Corona virus will be available in time to stop it becoming a pandemic - or more likely before it burns itself out - is yet to be seen. The battle between silicon and pathogens, however, is in full swing.
One can speculate on where this might lead. Along with ubiquitous computing power, smartphone health monitoring, home testing kits and so on, small companies and individuals can now innovate in a way that was previously the preserve of large corporations. And so, if there are any hobbyists out there who fancy their chances, here are the first 1,020 nucleotides out of 29,904 that make up the RNA of the Wuhan-Hu-Q. Good luck.
18th December 2019
SHARES Magazine's 2020 Outlook edition has an article explaining how we invest at Equitile.
2nd December 2019
A visit to Tiffany’s would, to most of us, prove an expensive affair but the breakfast Antonio Belloni, Group Managing Director at LVMH, had with Tiffany’s CEO early in October will be the most lucrative one he’ll have this year. The European luxury conglomerate will overtake Switzerland’s Richemont as the leading player in high-end jewellery after it completes a EUR 14.6 billion takeover of Tiffany in 2020 – building on its position as global leader when it comes to fashion & leather goods, fine spirits and luxury boutique hotels.
The deal becomes most interesting, however, when one looks at the funding of it.
LVMH will acquire Tiffany by issuing corporate bonds at ultra-low rates. With their current 2024 bond yielding minus 12bps, the opportunity for the company to lock in long-term funding costs of close to zero is clear. Even bonds issued by LVMH with a 10 or 15 year maturities will yield next to nothing. Despite the low yield, they won’t struggle to find demand however - the company issued a EUR 300 million tranche with a negative yield in March this year and the deal was six times oversubscribed.
Even if longer-term funding costs were, say, 50bps - realistic in a world where USD 10 trillion of debt has negative yields and the combined entity will still only have net debt/EBITDA of 1.6x – LVMH will pay EUR 73 million annually to bondholders in return for Tiffany’s annual estimated operational cash flow of EUR 500-600 million.
In effect, the bondholders who are paying for Tiffany are bound to lose money, in real terms, while the shareholders of LVMH will extract a net annual cashflow EUR 430-530 million. And that’s before the growth - there are already material plans to expand in China and Japan, markets where LVMH has proven success (Tiffany has remained largely an American brand).
LVMH’s customers, of course, are the sort of people who own shares in LVMH. As central banks keep interest rates close to zero, assets like Tiffany can be bought at virtually no cost to the acquirer’s shareholders who, in turn, have more to spend on expensive handbags and jewellery.
It’s a textbook case of how wealth polarization works in practice in the current monetary environment. As an investor, in this case at least, it’s a chance to be on the right side of it.
30th November 2019
I have been asked to re-post four articles origionally written in April/May 2014 about the ideas of Thomas Piketty in his book Capital in the Twenty First Century: The Magical Mathematics of Mr Piketty Part 1 and Part 2, Credit in the Twenty First Century and The Horrible History of Mr Piketty
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The Magical Mathematics of Mr Piketty Part 1
To my mind the best quote from Thomas Piketty’s new book Capital in the Twenty-First Century is: “To put it bluntly, the discipline of economics has yet to get over its childish passion for mathematics…” p32
I could not agree more. But this does not mean we should dispense with mathematics entirely. Some problems in economics are easily formulated in mathematics, for those the equations can be a useful tool to test the validity of the underlying logic. This is true for the ideas in Piketty’s own book.
There are only three important mathematical relationships in Piketty’s book but I am having trouble reconciling them, especially in the low growth world that Piketty wants to analyse.
The three relationships are:
“This fundamental inequality, which I will write as r > g (where r stands for the average annual rate of return on capital, including profits, dividends, interest, rents, and other income from capital, expressed as a percentage of its total value, and g stands for the rate of growth of the economy, that is the annual increase in income or output), will play a crucial role in this book. In a sense, it sums up the overall logic of my conclusions.”
r > g
“I can now present the first fundamental law of capitalism, which links the capital stock to the flow of income from capital. The capital/income ratio β is related in a simple way to the share of income from capital in national income, denoted α. The formula is
α = r × β
Where r is the rate of return on capital.
For example, if β=600% and r = 5%, then α = r × β = 30%.
In other words, if national wealth represents the equivalent of six years of national income, and the rate of return on capital is 5 percent per year, then capital’s share in national income is 30 percent.”
“In the long run, the capital/income ratio β is related in a simple and transparent way to the savings rate s and the growth rate g according to the following formula:
β = s / g
For example, if s = 12% and g = 2%, then β = s/g = 600%.
In other words, if a country saves 12 percent of its national income every year, and the rate of growth of its national income is 2 percent per year, then in the long run the capital/income ratio will be equal to 600 percent: the country will have accumulated capital worth six years of national income.”
In summary the three key relationships in Piketty’s mathematical framework are:
The inequality r > g
The first fundamental law of capitalism: α = r × β
The second fundamental law of capitalism: β = s/g
Of these Piketty’s inequality has captured most attention. Piketty is at pains to emphasise that, r, the return on capital is always greater than, g, the growth rate of the economy. He also maintains that r is more or less a constant at around 4 to 5% and he expects growth to head lower toward around 1 to 1.5%.
We can explore what happens to these relationships as the rate of economic growth falls toward zero.
To keep the examples simple I will assume a constant return on capital of 5% and a constant savings ratio of 10%. This leaves the growth rate, g, as the only free variable in the system.
The following table shows the key variables under different growth scenarios.
Growth rate | g | 4% | 2% | 1% | 0.50% | 0.25% | 0.125% |
Savings Rate | s | 10% | 10% | 10% | 10% | 10% | 10% |
Return on Capital | r | 5% | 5% | 5% | 5% | 5% | 5% |
Capital/Income ratio | s/g | 2.5 | 5 | 10 | 20 | 40 | 80 |
Share of national income going to owners of capital | r x(s/g) | 12.5% | 25.0% | 50.0% | 100.0% | 200.0% | 400.0% |
Share of national income going to workers | 1-r x(s/g) | 87.5% | 75.0% | 50.0% | 0.0% | -100.0% | -300.0% |
As growth falls capital values rise pushing up the share of national income accruing to the owners of capital – one of Piketty’s key concerns. However as growth falls toward zero it becomes apparent that all is not well in this model. The capital/income ratio eventually rises to a point where more than 100% of the national income goes to the owners of capital - clearly an impossible scenario.
The problem arises because Piketty’s second ‘fundamental’ law of capitalism β=s/g contains a singularity , a divide by zero, which sends the value of capital toward infinity as the economy stagnates. When coupled with Piketty’s assertion that the return on capital remains above g, at around 4 to 5%, this sends the income from capital to infinity – another impossibility
Piketty’s equations simply cannot hold true in the low growth environment which he is trying to analyse.
The question is how to fix them. The most logical approach is to accept that the yields on assets fluctuate to reflect the growth rate of the economy. If growth is cut in half then asset prices will double but their yields will also be cut in half, a condition met when r = g.
If the scenarios are re-run with r = g we get the following results shown in the table below.
If we accept that the real return on assets floats with growth, r = g not, as Piketty claims, r > g, then there is no conflict with either of Piketty’s two fundamental laws of capitalism.
I expect the r = g assumption will make more intuitive sense to investors who have seen the real yields on, for example, inflation protected bonds collapse as growth has fallen. It also helps explain why pension funds are struggling to meet their funding targets and why the UK government has recently relaxed the requirement for pensioners to buy annuities – because annuity yields have fallen in line with economic growth.
However the r = g assumption causes a significant issue for Piketty’s case for a wealth tax. If r = g prevails in a low growth world then Piketty’s 2% wealth tax could push the return on capital into negative territory potentially crushing entrepreneurial activity.
In conclusion – Piketty’s own fundamental laws of capitalism appear at odds with the inequality on which much of his book is based. This is especially true in the low growth world he is concerned about.
Growth rate | g | 4% | 2% | 1% | 0.50% | 0.25% | 0.125% |
Savings Rate | s | 10% | 10% | 10% | 10% | 10% | 10% |
Return on Capital | r=g | 4% | 2% | 1% | 1% | 0.25% | 0.125% |
Capital/Income ratio | s/g | 2.5 | 5 | 10 | 20 | 40 | 80 |
Share of national income going to owners of capital | r x(s/g) | 10.0% | 10.0% | 10.0% | 10.0% | 10.0% | 10.0% |
Share of national income going to workers | 1-r x(s/g) | 90.0% | 90.0% | 90.0% | 90.0% | 90.0% | 90.0% |
30th November 2019
I have been asked to re-post four articles origionally written in April/May 2014 about the ideas of Thomas Piketty in his book Capital in the Twenty First Century: The Magical Mathematics of Mr Piketty Part 1 and Part 2, Credit in the Twenty First Century and The Horrible History of Mr Piketty
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The Magical Mathematics of Mr Piketty Part 2
The philosopher Friedrich Nietzsche wrote: “There is no more dangerous error than confounding consequence with cause: I call it the intrinsic depravity of reason.” In economics the problem of confusing cause and effect is rife and frequently leads to disastrous policy mistakes.
The more I think about the logical framework of Thomas Piketty’s Capital In The Twenty-First Century, the more I become concerned that Mr Piketty has fallen into Nietzsche’s trap. I fear that Piketty has got his causes and effects the wrong way round.
To explain where I think the problem lies, I am going to use a simple thought experiment:
***
Consider an isolated island kingdom. Half of the island is covered in productive farmland and half is covered in unproductive land which is too rocky to farm. The island is a perfect feudal society. The King owns all of the land and therefore all of the capital of the island. All of the island’s inhabitants work for the King.
Fortunately the island’s farmland is fertile enough to produce more food than is needed to pay the wages of the farmworkers who tend the crops. As a result, in each year, the King enjoys a surplus value of food which he uses to pay the wages of additional workers. The King employs these additional workers to clear the rocky-land thereby turning it into new productive farmland.
It so happens that each acre of farmland requires exactly 9 people to farm it, yet in each year it produces enough food to pay the wages of exactly 10 workers. It also happens that it takes exactly 20 years of labour to turn each acre of rocky land into productive new farmland.
The upshot of these convenient numbers is, for each twenty acres of land owned by the King he is able to employ enough workers to convert exactly one additional acre of land into new productive farmland each year. As a result the King’s farmland, and therefore the island’s economy, grows at a steady rate of 1/20, or 5%, per year.
It also so happens that the King’s hobby is accountancy – stay with me! The King likes to idle away his time tallying his earnings and wealth. For convenience he chooses to do this by accounting for everything in units of ‘years of labour’.
The King notes that, each year, each of his acres of farmland produces enough food to purchase 10 years of labour. He also notes that, in order to receive this 10 years of labour, he must spend 9 years of labour to pay the wages of the farm workers. He therefore considers that each acre of land generates a profit to himself of 1 year of labour.
He also notes that it takes 20 years of labour to turn an acre of rocky-land into productive farmland and therefore considers that each new acre of land costs 20 years of labour. Once cleared of rocks the new farmland is no more nor less productive than the old farmland. He therefore considers old and new farmland to be of equal value and accounts for each of his acres as being worth 20 years of labour.
As each acre of land produces a surplus value of 1 year of labour and is valued as being worth 20 years of labour the King considers that he receive a return on his farmland of 1/20 or 5% per year.
The King notes that the yield he receives on his farmland, r, and the rate of growth of his acreage, g, are both equal, r = g, at 5%.
The King is so intrigued by the coincidence between the 5% return on his farmland and the 5% rate of growth of his acreage that he commissions two of his most venerated priests to investigate the phenomenon. The two priests, Karl and Adam, set about their task of investigating the r = g conundrum.
After years of research the two priests are summoned to present their findings to the King’s court.
Karl presents his report first. His is an enormous work running to hundreds of pages and is packed with charts and tables.
Karl begins speaking: “My lord, I have researched the r = g conundrum and I can conclude that it is just an incredible coincidence, there’s no natural force behind this incredible coincidence of pushing the growth rate of the economy toward the rate of return on capital.”
The King is clearly disappointed by this finding but Karl continued: “Nevertheless, my studies have lead me to discover new and important laws and relationships governing the workings of our island’s economy. I have studied all the records of this land, through all of its known history, and I can tell you that the return on farmland has always been 5% per year. So reliable has been this rate of return I am forced to conclude that a 5% return on capital must now be considered to be something close to a universal constant of economics.
Furthermore, I have discovered the ratio of the value of the capital of the economy relative to the value of its annual production is governed by a new fundamental law of capitalism. This law states that the ratio of capital to income is the same as the ratio of the savings rate to the growth rate of the economy.”
The King looked rather more pleased with these exciting new findings but his enthusiasm was soon dashed by the terrible news that Karl delivered next: “Unfortunately, my Lord, these new findings lead me to conclude that the island is about to suffer a terrible famine.”
At this point Karl pauses for dramatic effect and to give time for the assembled audience of high priests to nod and mutter their approval. One of the high priests becomes too excited to contain himself. He leaps to his feet and declares: “If you think you have found an obvious hole, logical or empirical, in Karl then you’re very probably wrong.”
Karl continues: “I have been up to the north of the Island to survey the rocky-lands that are yet to be cleared. The news is very dire. I can report that this land is much rockier than any we have cleared so far. I estimate that the cost of clearing this land will be not 20 years of labour per acre but 40 years of labour.”
Again he pauses for effect as the priests gasp at this terrible news.
Karl continues:” Once we are forced to start clearing the very-rocky land I am afraid to say the whole island will be plunged into a dreadful famine.”
At this point the King, who is becoming increasingly bemused, interjects with a question. The King asks: “You are saying that today we are able to feed ourselves quite amply and also able to clear the less rocky land but that in the future, when we start clearing the rockier land, there will suddenly be famine. How can this be so? Will the island not still have the same farmland that it had before?”
Karl responds: “Let me explain. It is my new laws of capitalism which show the inevitability of this famine. Clearing the rockier land will take not 20 but 40 years of labour. As a result the price of purchasing each new acre of land will double. Once this happens we will be forced to revalue the rest of Your Majesty’s capital. The value of your capital will double, to reflect the new higher cost of purchasing new land.
It is this higher valuation of capital that will cause the dreadful famine. Due to my newly discovered law, showing that the return on capital is always 5%, your income will double so that you will now receive not 1 but 2 years of surplus value per acre. This doubling of income being necessary to keep the yield of your land at 2/40 or 5%.
As a consequence there will be just 8 years of labour available to pay for the 9 farmworkers required to tend each acre of land. Incomes will fall sharply and sadly people will starve.”
At this point the King, loses his temper and turns to the second priest demanding: “Adam, is this true? Are the farmers facing famine?”
Adam, who was becoming increasingly agitated during Karl’s presentation, hands the King his own report – a single sheet of paper marked with just one expression “r ≡ g”.
Adam begins speaking: “My Lord, I fear that my most esteemed colleague, Karl, is talking poppycock. There will be no famine. The problem is, he has got his cause and effect the wrong way round.”
The priests in the gallery, who sense their beautiful crisis slipping away, start hissing and catcalling.
Adam continues: “The relationship between growth and the return on land is not a coincidence. The two are tied together by nothing more nor less than your own accounts, My Lord.
Each acre of land produces 1 year of surplus value and each acre of land is valued at the price, in years of labour, of clearing a new acre of land. It follows that yield of your land is simply 1 divided by years of labour needed to clear new land. However that same calculation also gives you the fraction of each new acre that can be cleared with the surplus generated from each existing acre. You are choosing to calculate the yield on your existing land from the cost of purchasing new land and so the two numbers, r and g, are the same.
Let me explain with some examples.
If it takes 10 years of labour to clear an acre of land, each acre will be worth 10 and will have a yield of 1/10. And each year of labour will pay for 1/10th of a new acre of land. The yield and the rate of growth will be 10% in both cases.
If it takes 20 years of labour to clear an acre of land, each acre will be worth 20 and will have a yield of 1/20. And each year of labour will pay for 1/20th of a new acre of land. The yield and the rate of growth will be 5% in both cases.
If it takes 40 years of labour to clear an acre of land, each acre will be worth 40 and will have a yield of 1/40. And each year of labour will pay for 1/40th of a new acre of land. The yield and the rate of growth will be 2.5% in both cases.
In all cases r will be equal to g simply because, My Lord, you are choosing to value your existing capital at the same price as the cost of acquiring new capital.
I have heard rumours that, in distant lands, this practice is referred to as the no-arbitrage condition or the law of one price and is considered by some to be a fundamental law of capitalism.”
The King pauses for a moment before asking: “And what of the famine and my surging income and asset prices?”
Adam replies: “The price of your land will double, when accounted for in years of labour, but each acre will still produce the same 1 year of surplus value, so the yield on your land will be halved. Your incomings and outgoings will remain unchanged and your workers will be paid just as before. However the rate at which you accumulate new land will be halved.
There will be no famine.”
***
I may be missing something obvious in how I am thinking about Piketty’s thesis. He is arguing we face a low growth future. To my mind, this means that we are faced with a situation where it becomes more expensive to purchase additional economic activity. That is to say the return on new investment must be lower. Yet at the same time he is also saying that the return on the existing stock of investment will remain high even in this new low growth world. I am struggling to understand how the markets will not arbitrage away the different returns available on new and existing capital.
The question I am asking myself is: Does Piketty’s thesis require the impossible situation of having two different prices for interchangeable, fungible, assets?
Clearly the story above is not a model of a modern developed economy. Nevertheless it is a useful aid to assist thinking about the relationships between: return on capital, economic growth, savings rates and capital valuations. Hopefully it helps to demonstrate that it is unreasonable to consider these variables as being independent of one another.
Piketty is of the view that r, the return on capital, and, g, the rate of economic growth are quite independent of one another – to quote: “There’s no pilot in the plane, there’s no natural force that will make this incredible coincidence of pushing the growth rate toward the rate of return happen, and so we need to find another plan in case this does not happen.”
Reasonable people can take a different view on this. Piketty warns of a future low growth world with much higher levels of capital and as a consequence capital’s share of income rising significantly: “experience suggests that the predictable rise in the capital/income ratio will not necessarily lead to a significant drop in the return on capital… With a capital/income ratio of seven to eight years and a rate of return on capital of 4-5 percent, capital’s share of global income could amount to 30 or 40 percent, a level close to that observed in the eighteenth and nineteenth centuries, and it might rise even higher.”
My questioning of Piketty’s thesis is not an attempt to defend the status quo. I have myself written on the flaws in economic theory and offered suggestions on how we may go about reforming the science of economics. Both our economic policies and our economic theories have failed us terribly in recent years. The science of economics needs a radical overhaul, but leaping from one flawed theory to another, without thoroughly testing its logic, is not the way to proceed.
30th November 2019
I have been asked to re-post four articles origionally written in April/May 2014 about the ideas of Thomas Piketty in his book Capital in the Twenty First Century: The Magical Mathematics of Mr Piketty Part 1 and Part 2, Credit in the Twenty First Century and The Horrible History of Mr Piketty
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The Horrible History of Mr Piketty
This weekend’s Eurovision Song contest saw Austria romp to victory with 290 points, leaving France languishing in last place with only 2 points. Naturally this got me thinking about how the economic ideas of these two great nations stack up against one another. More specifically how Thomas Piketty’s theory of capital accumulation compares with Joseph Schumpeter’s creative-destruction of capital.
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Whenever it comes to a clash of ideas between the Austrian and orthodox schools of economics you can be sure that methodological differences will figure somewhere in the discussion, so let’s get that out of the way first.
The world is too complicated to understand in the raw so we use simplifying models make sense of what we see. Invariably our simplifying models don’t describe the world perfectly, leaving us with an annoying gap between reality and model – the error term. If the gap is small enough we ignore it, if it is large we are forced to construct secondary models to explain it. Put differently, we construct primary models to explain how the world works and secondary models to rationalize why the primary models don’t work – the former provide the explanations and the latter the excuses.
If we have a good understanding of the system, the primary models will do the heavy lifting leaving little need for the supporting excuses. If we have a poor understanding of the system the gap between model and reality will be large and we will find ourselves defending our models with all sorts of complex excuses.
The orthodox and Austrian schools of economics have developed two very different approaches to modelling economic systems. Orthodox economics insists that the primary model be framed in mathematical language, just like the grownup sciences. These mathematical models tend to describe the economy, with a few equations, as something akin to a mechanistic clockwork system. However, when it comes to providing the secondary excuses, explaining why real economies deviate from the mathematics, orthodox economics is forced to fall back on looser narrative models. By contrast the Austrian school argues that the narrative models usually dominate the clockwork mathematics. So the Austrians prefer to cut out the middle man and go directly to the narrative approach. Put differently, Austrians prefer to be roughly right rather than precisely wrong.
I have sympathy with the honesty and pragmatism of the Austrian school. On the other hand the orthodox school’s approach at least makes it explicit where the model ends and the excuses begin: the former is the maths and the latter the story. The downside of this mixed approach is the necessity to consider the integrity of the mathematical model and the plausibility of its supporting narrative.
The description of capitalism presented in Thomas Piketty’s new book is a good example of the mixed mathematical/narrative genre. The primary model is presented via three mathematical relationships: r > g; β=s/g; α= β×r. These describe a mechanistic process of capital accumulation and the division of national income between workers and the owners of capital. The secondary model is a narrative of capital destruction, centered on World War I:
“In both Britain and France, the total value of national capital fluctuated between six and seven years of national income throughout the eighteenth and nineteenth centuries, up to 1914. Then, after World War I, the capital/income ratio suddenly plummeted, and it continued to fall during the Depression and World War II…
The capital/income ratio fell by nearly two-thirds between 1914 and 1945 and then more than doubled in the period 1945-2012…
Broadly speaking it was the wars of the twentieth century that wiped away the past to create the illusion that capitalism had been structurally transformed.” p117/118
So far, most of the focus of attention has been on Piketty’s mathematical model with little attention given to his supporting narrative.
In the following I am going to play devil’s advocate, providing an alternative story of both the process of European capital destruction and its recent rebound. This alternate story has a distinctly Austrian tone, emphasizing first Schumpeter’s creative-destruction of capital and later the use of monetary policy to manipulate asset prices.
Before I start I should emphasize, this alternative narrative agrees with Piketty’s core message: inequality is problematically high. However, it leads to a different explanation for this problem and therefor points toward different remedial policies.
Piketty presents the following chart to show the precipitous decline in the value of European capital due to World War I. (Figure I.2.)
Later in the book Piketty provides a richer data set showing the composition of the different components of capital which make up the data in Figure I.2. These are figures 3.1, 3.2 and 4.1 showing the value of agricultural land, housing, other domestic capital and net foreign capital for Britain, France and Germany respectively.
The charts of the composition of capital in Britain and France are especially informative. These show that the movements in the value of capital, from 1700 to the present day, have been dominated by two processes. The first was the near total destruction of the value of European agricultural land, the dominant form of capital in 1700. The second is the more recent rise in the value of housing over the last three or four decades.
If we choose to focus on the changes in the value of Agricultural land and Housing, individually, it becomes more difficult to associate their changing values with the two World Wars. The decline of agricultural land values began in Europe long before WWI while the surge in the value of housing really only took-off at the start of the 1980’s.
It is worth also looking at Piketty’s first chart, Figure I.1, showing the share of total income going to the top 10% of wage earners in America.
This chart is interesting because it shows a clear change in behavior at the start of the 1980’s. Although not in Piketty’s data set another pair of charts showing a similar change in behavior around the start of the 1980’s is the total debt to GDP ratio for the US and the fraction of national income taken by corporate profits.
An alternative story, describing the trends in these charts, could be constructed from a pair of emerging market shocks rather than a pair of World Wars.
Emerging Market Shock #1 - North American Agriculture
Throughout the 19th century European agriculture came under increasing competitive pressure from the emerging economies of North America. This pressure was stepped up around the middle of the 19th century with the abolition of the Corn Laws in England and later the end of the American Civil War in 1865. At around this time there was a major expansion of the railway system within North America and a dramatic improvement in the speed and reliability of sea freight, with the development of steam ships. Both the railways and the steam ships connected North American grain producers directly into the newly liberalized European export markets. This drove down grain prices and therefore European agricultural land values. Then in the 1880’s the invention of refrigerated shipping opened up the European markets to competition from foreign producers of meat and dairy produce.
As a result, European landowners were progressively priced out of the newly globalized food market. Farm rents and therefore land values fell, while on the other side of the coin, labor prices remained high due to increased demand for labor through emigration to North America and migration to industrial work.
These developments are well illustrated by the following passages:
“Free-trade policies, which had been fully introduced in the 1850’s and 1860’s had left British agriculture highly vulnerable to foreign competition, which proved to be the main factor in producing a long period of agricultural depression during the last quarter of the nineteenth century, as cheap cereals began to flow in from Canada, the USA, Australia and Argentina, while the invention of refrigerated shipping in the 1880’s brought livestock farmers too within the range of foreign competition. Agricultural prices, rents, and land values all fell sharply, undermining the economic basis of landed power…
…Following the repeal of the Corn Laws in 1846, the living conditions of the labouring classes in England, roughly 70 percent of the whole population at that time, at last began to improve slowly at first but later at a quickening pace… The lowest paid of all the working classes throughout this period were the agricultural labourers… an index of their money wage levels in England and Wales moved from 72 in 1850 to 110 in 1901, a rise of 53 percent. In real terms, moreover, their wage rise had been even larger, because this increase in money wages had taken place against a background of generally falling prices…” Agriculture and Politics in England 1815-1939 J.R. Wordie
“The effects of depression on the three economic groups involved in farming were unequal…landlords fared worst with a decline of about 30 percent in their income from the land between 1880 and 1900…the group who fared best, mainly because of the huge decrease in their numbers from over 1.4 million in 1861 to around a million in 1911 , were farmworkers, whose average incomes rose by over 50 percent… by the 1890’s neither tenants nor landlords had sufficient capital left to adapt to new conditions…in East Anglia, Essex, Wiltshire, Oxfordshire, Berkshire or Kent rental values declined by over 36 percent between 1873 and 1911.” Agriculture in Depression 1870-1940, Richard Perren
Clearly the downward pressures on agricultural land, the main component of European capital, was in place long before World War I. Indeed the social disruption caused by the declining wealth of the landed aristocracy, coupled with the emergence of organised labor in the industrializing cities, makes it possible to paint a picture which reverses Piketty’s direction of causality between capital destruction and World War I. It could be argued that World War I was more a symptom of the social upheaval caused by the destruction of European agricultural capital rather than its cause. By 1914 the ruling elite had neither the wealth nor the incentive to preserve the status quo and avoid war.
The rise of North American agriculture could be considered as a land shock – suddenly the world had a dramatic increase in agricultural land and therefore a relative shortage of labor. The effect of this was to drive down the price of what the rich had – land – and drive up the price of what the poor had – labor – causing society to become more egalitarian.
Emerging Market Shock #2 - Chinese Manufacturing
The second emerging market shock began in the 1980’s and continues today with the rapid industrialization of the emerging market economies of Asia, Latin America and Eastern Europe but most especially China. Competitive pressures from cheap labor in these emerging economies held back wage growth in developed economies, especially in the Anglo Saxon economies which were most ideologically wedded free market competition.
In addition, the surge in low priced exports to the developed economies drove down inflation. The central banks of the developed economies responded to the lower inflationary pressures and weaker wage growth by attempting to artificially stimulate their domestic economic activity with lower interest rates. This policy, inadvertent or not, then lead directly to the asset price inflation which is behind the rise in the price of European housing and which is largely responsible for the increase in what Piketty classifies as European capital.
For global corporations this was the perfect scenario, they were able to maximize profits by borrowing money where it was cheapest – in effect from their domestic central banks – and combine those cheap funds with the cheap emerging market labor. Meanwhile their domestic customers were kept buoyant with a binge of debt fueled spending. Taken together, these factors conspired to drive up the profit to GDP ratio. At least some of what Piketty calls the super-managers managed to persuade their shareholders that this surging profitably was due to their own acumen rather than the twin tailwinds provided by central banks and cheap labor.
The rise of Chinese manufacturing could be considered as a labor shock – suddenly the world had a dramatic increase in labor and therefore a relative shortage of capital. The effect of this was to drive down the price of what the poor had – labor – and drive up the price of what the rich had – capital – causing society to become less egalitarian (at least when considered from the perspective of the Western worker).
This alternative narrative in no way diminishes the inequality problem that Piketty is highlighting but it does throw up an important challenge to his primary mathematical model. The destruction of European agricultural capital in the 19th century was not due to an exogenous World War but to an endogenous process of innovation. European agricultural capital was wiped out by connecting American farmers and cowboys to their European customers with the innovation of steam trains, steam ships and refrigeration.
Capitalism may be better viewed as an innovative, Darwinian, competitive struggle rather than a clockwork process of never ending accumulation. Winners – Apple’s iPhone – often create capital by destroying the capital of the losers – Nokia. This endogenous capital destruction is missing from Piketty’s mathematics but is well captured by Schumpeter’s creative-destruction.
Schumpeter’s model of creative destruction does not lend itself to simple mathematical modelling, none the less it has history on its side. The Austrian narrative approach to understanding economies may be imprecise but, at least until the mathematics catches up with reality, it should not be dismissed.
30th November 2019
I have been asked to re-post four articles origionally written in April/May 2014 about the ideas of Thomas Piketty in his book Capital in the Twenty First Century: The Magical Mathematics of Mr Piketty Part 1 and Part 2, Credit in the Twenty First Century and The Horrible History of Mr Piketty
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Credit in the Twenty First Century
The economist Thomas Piketty has a new theory of capitalism and he is using it to argue for a radical overhaul of the global tax system – he wants an annual wealth tax, imposed on all our assets, including our houses, at a top rate of 2 percent per year. So far, he has convinced a lot of leading economists and he is doing his best to persuade policymakers also. The Nobel prize-winner Paul Krugman says: ‘if you think you’ve found an obvious hole, empirical or logical, in Piketty, you’re very probably wrong.’ – I suspect there is such a hole and it’s a big one.
Make no mistake, the ideas in Mr Piketty’s new book Capital in the Twenty-First Century are important. If his new theory of capitalism is correct we risk a future of Dickensian income inequality – it would be disastrous to ignore him. On the other hand, if his theory is incorrect his tax policies could crush economic growth – it would be disastrous to follow him. Either way, it is worth understanding his ideas and probing for their weaknesses.
Piketty’s new theory all turns on a simple inequality, his now famous, r > g. This means the return on capital, r, is always greater than the growth rate of the economy, g. To understand why this is so important we have to delve into the theory and data in Piketty’s book.
Piketty is known for his studies of income inequality. His most famous chart shows, since the 1980’s, the top 10% of wage earners in the United States have been taking home a steadily larger and larger slice of the economic pie. Currently they are taking almost half of all earnings, a figure not seen since prior to World War II (Fig I.1 p24).
Income inequality is only a small part of Piketty’s new book. He now has a new concern – wealth inequality. To Piketty, wealth inequality is an even bigger problem than income inequality because wealth is less evenly spread and is growing much faster than wages, a trend he expects to continue. (Fig I.2, P26).
To understand why Piketty is so worried about the consequences of wealth inequality it is necessary to understand his new theory of capitalism. Fortunately it’s very simple.
Piketty explains that the equilibrium ratio of national assets to national income, β, is determined by the economy’s annual savings rate, s, and its annual growth rate, g, according to the formula:β =s/g . So, if an economy saves 10% of its income and grows at 2% it will eventually accumulate assets worth five years of annual income, β = 10%/2% = 5.
Piketty also notes that the share of the national income going to the owners of the economy’s capital is simply the value of the capital, β, multiplied by the average return on capital, r. Therefore, if an economy has 5 years of capital, yielding 5%, the owners of that capital will enjoy 5x5% or 25% of the annual income of the economy, leaving the other 75% for the workers.
Piketty expects that economic growth will decline, due to lower birth rates and less technological progress. Anticipating lower demographic growth is uncontroversial, forecasting falling productivity growth is a bit more speculative. To illustrate his argument, I will consider what happens as economic growth declines from 2% to just 1%.
According to Piketty’s model this prospective halving of economic growth will cause a doubling of the value of the capital of the economy. Assuming the savings rate stays constant, at say 10%, the capital stock will go from being worth 5 to 10 years of income.
So far there is nothing new or controversial in Piketty’s ideas.
The novelty in Piketty’s thinking is that, he believes, the return on capital, r, is something akin to a universal economic constant. Piketty thinks capital always earns an average real yield of 4-5%, which is itself always higher than the economic growth rate, which rarely gets above 2%, hence r > g. For simplicity I will assume a return on capital of 5%.
We can now see the source of Piketty’s concern. As growth falls from 2% to 1% the value of the capital in the economy will rise from being worth 5 to 10 years of annual income. As that capital earns a fixed 5% yield, the returns enjoyed by the owners of the capital will increase from 25% to 50% of the annual income. Consequently the share of income available for wages will fall from 75% to 50% percent.
Put bluntly, as growth halves, the rich owners of capital can expect their earnings to double while the workers can expect their wages to be cut by one third. This is why Piketty anticipates a Dickensian level of inequality in a future low-growth economy.
This logic leads directly to Piketty’s call for a 2% annual tax on the value of capital. By imposing this tax, as growth falls and capital values rise, the revenue from the 2% wealth tax will automatically rise, providing greater revenues to subsidise the falling wages of the workers.
Before leaping Krugman-like onto Piketty’s bandwagon we should pause for thought.
Until just a few weeks ago conventional wisdom said that we should expect the returns on capital to move up and down with economic growth – high growth means high yields and low growth means low yields. Indeed, the working assumption of many in the financial markets was that the average real return on the whole stock of capital was equal to the real rate of economic growth: r = g , rather than Piketty’s r > g.
The distinction between r > g and r = g is important. If the return on capital moves up and down with economic growth then, as growth halves, the value of capital will double. But this doubling of capital will be exactly offset by a halving of its yield, leaving the returns on capital unchanged. In other words, if r = g, changing rates of economic growth will do nothing to shift the relative balance between the incomes of workers and the owners of capital. Piketty is admirably forthright on the importance of his r > g assertion: ‘This fundamental inequality, which I will write as r > g … sums up the overall logic of my conclusions.’ P25
This brings me to a curious aspect of Piketty’s 600+ page book which is generously peppered with charts and tables. Over the last three or four decades we have had a series of excellent empirical tests of Piketty’s inequality. Economic growth in Japan slumped dramatically at the end of the 1980’s, followed more recently by similar slumps in Europe and North America. Over this period the keeping of records of both growth and yields has been comprehensive – yet we find none of this, very relevant, data in Piketty’s book.
Unfortunately for Piketty’s thesis, we have found, reliably and repeatedly, that when economic growth falls asset yields also move down – often dramatically. The data of recent decades overwhelmingly refutes Piketty’s claim that the return on capital is independent of and substantially higher than the underlying economic growth rate. The data is far more supportive of the conventional wisdom, r = g and not of Piketty’s new claim r > g. The perilous funding position of many pension funds and the recent decision to remove the requirement for pensioners to buy annuities are both direct consequence of investors being unable to invest at the returns Piketty claims are available.
Piketty provides some very curious data to support his r > g claim, the most interesting of which is a chart showing economic growth rates and returns on capital from the birth of Christ to almost 100 years from now. So far this part of Piketty’s data has attracted little attention, but it is by far the most important data in his book.
(Fig 10.9, P354).
As discussed, the brief period for which we do have reliable data refutes Piketty’s r > g inequality and we can say nothing with certainty about the future. Therefore the empirical support for Piketty’s thesis rests, oddly, on his estimates of economic growth and capital returns in antiquity.
We can be surprisingly precise in our estimates of economic growth in antiquity – there wasn't any, or at least very little. We know this because archaeological evidence tells us that population growth rates were very limited and technological progress almost absent in this time. Living standards in the year 1,000 were not markedly better than those when Christ was alive. For this to be the case the average annual economic growth in the first millennium must have been very close to zero, as Piketty’s data suggests.
On the face of it, it is more difficult to say anything reliable about the returns on capital in this time, but with a little imagination we may be able to learn something interesting.
Consider an isolated island kingdom in the year zero. It is a perfect feudal society where the King owns everything and his subjects work for him. Half of the island is covered in productive farmland, the other half of the land is too rocky to farm. The King employs all of the workers in the economy. Most workers are employed to farm the productive land, while a few are employed to clear rocks from the unproductive land. Over many generations the kingdom is handed down from father to son. Each new King continues investing in the expansion of the island’s productive land. By the year 1,000 the whole of the island’s land has been converted into productive farmland.
Over the millennium, the island’s economy would have doubled in real terms, as the farmland expanded – a cumulative growth of 100%. The King in the year 1,000 would own an economy twice as large as that of his ancestor the first King. The cumulative return on the first King’s original capital would have been 100% in line with the 100% growth of the economy. This requires that real economic growth and real capital returns must be identical, r = g.
This helps explain a potential problem with Piketty’s logic. If the total stock of capital represents ownership of the entire economy: how can the entire capital stock grow at a rate that differs, in any way, from the growth of the whole economy? Indeed, it could be argued, that the whole capital stock and the whole economy are one in the same thing. If this logic proves valid – and it should be tested – conventional wisdom is correct: average real returns on capital and average real economic growth rates are synonymous. If so, then perhaps we can add a third fundamental law of capitalism to Piketty’s collection: r ≡ g. In which case there are very big empirical and logical holes Piketty’s theory.
If r = g is found to be valid, how can we explain the gap between r and g shown in Piketty’s chart in ancient times? It may be that these yields represent not a return on capital but rather a return on credit. Let me explain:
During the millennium-long island dynasty, it would be quite possible for the islanders to borrow and lend between themselves, perhaps at quite high interest rates. The interest rates, on these loans, would represent only the charges on the debts and credits between citizens. Since every credit was exactly offset by its matching debit these transactions would, by construction, net to exactly zero and would not therefore represent any ownership of the island’s capital. However, the interest rates charged on these loans would represent a mechanism for transferring income between citizens. If the interest rates charged were sufficiently high and the stock of credit sufficiently large this could represent a powerful wealth polarizing force acting between the citizens of the island. The King may own all of the capital of the island but still, through the mechanism of credit, the wealth of individual citizens could become quite polarized relative to one another. I do not know for certain, but I suspect, the interest rates recorded in antiquity, and shown in Piketty’s chart, are more representative of returns on credit rather than the average real returns available on whole stock of the economy’s capital in those times.
Piketty has done the world a service in placing income inequality at the centre of the economic debate, where it should be. He has also got people thinking about whether or not capitalism suffers a tendency toward wealth polarization – it must do, otherwise progressive taxation would have long since depleted the fortunes of the rich. But the validity of his new theory is doubtful. If his r > g relationship proves incorrect and real yields on capital do in fact move with underlying economic growth then, in a low growth environment, the imposition of a 2% wealth tax could push real yields on capital negative potentially bringing entrepreneurial activity to a shuddering halt. What’s more we should consider the pro-cyclical nature of such a taxation: in a recession when profits collapse the owners of capital could be forced to sell assets, into a falling market, in order to fund taxes levied on historic elevated valuations. For this reason alone taxation based on tangible income received rather than based on ephemeral market valuations is to be preferred.
Progressives may wish to consider another aspect of Piketty’s argument. Piketty’s thesis says inequality is caused by slowing growth. Therefore, Piketty’s story says that even if inequality is addressed growth will not return – demographic factors are fixed and innovation he sees as exogenous. This offers little in the way of incentives for the tough political decisions necessary to achieve reform. There are other, more persuasive, more optimistic, arguments that put the causality the other way round – excessive inequality causes slow growth. These arguments offer more powerful incentives for constructive reform.
Conclusion
I suspect Piketty’s thesis r > g will not prove robust to either empirical or theoretical scrutiny. His proposed wealth tax looks to be neither desirable, necessary nor attainable. His focus on capital rather than credit as the principal wealth polarizing mechanism is, I believe, a misdirection which risks diverting attention away from credit, banking, financial market and monetary reform. For these reasons I worry that Piketty’s thesis may ultimately prove to be something of a Trojan horse for genuine reformers.
26th November 2019
This chart struck a chord at Equitile as we founded the company almost five years ago. Despite politics and trade wars, the global economy is around 20% bigger now than it was then.
Put another way, in the five years since we've been here the world has generated economic growth equivalent to adding another US economy.
13th November 2019
We stumbled across this news clipping from the Tacoma News Tribune in 1953. If you read it to the end it makes a simple point.
Once a process of innovation starts, it can last for decades. Moreover, it is possible to see where that process might lead.
13th June 2019
A report out this week from think tank, New Financial, raises some crucial questions. What are Stock Exchanges for and Why Should We Care? takes a deep dive into the shrinking role of stock markets across the developed world and what this means for society beyond the City of London. The report’s main author, William Wright, draws on extensive data to make his point and suggests some very sensible policy approaches to resolving this problem – it is well worth a read.
The report resonates with the team here at Equitile and I explored some of the ideas in my book, Debtonator, a few years back. For those of us who have been around for long enough, however, the report also charts a more personal experience.
Although my parents were not the sort of people to invest in the stock market, it was always part of my youth. Every night, just before the weather forecast, the BBC News at Ten would run the stock market report - “The Footsie closed up by ten points at 1050, the Dow Jones up by twenty-two points at 1234 and the pound traded down against the dollar at 1.42”. I can’t claim I knew what it all meant but the message was clear; the stock market was important – there was something, perhaps, to aspire to.
It was the infamous “If you see Sid tell him” campaign during the privatisation of British Gas in 1986, however, that brought those arcane BBC reports to life for more than more than just a few. The virtue of owning a stake in a business listed on the stock exchange was now the domain of many more families, mine included, than it had ever been before.
The BBC News no longer runs the stock market report every single day – generally, they only mention it when it’s crashing. Testament, in many ways, to the declining role the stock market plays in our lives. What we in the industry call “de-equitisation” has left companies less reliant on the stock exchange for funding and, more worryingly, fewer people inspired to own a stake in it. “Sid”, as it turns out, sold his shares a long time back and the stock market is once again the domain of just a few.
There have, of course, been positive developments over recent decades – low-cost index funds, the introduction of tax-efficient savings wrappers and online investment platforms have all made it cheaper and easier to own equities. In practice, however, the disparity in equity ownership is greater today than it has been for many years. Even pension funds, driven by regulation and perceived best practice, have significantly reduced their allocation to the stock market.
Why does this all matter?
Firstly, the equity contract is the most effective recycler of wealth created by economic progress there is. The more people own equity, the more people reap the financial rewards of economic growth – a natural antidote to the destabilising effects of excessive wealth polarisation as we observe today.
Secondly, the virtue of broad ownership beyond just the financial benefits is not being captured as well as it could be. Greater sharing of risk and return through a more relevant stock market would not only bring greater stability to our financial system, but it would encourage the sense of independence, responsibility and shared-endeavour that our society increasingly lacks.
The solution goes beyond the stock market itself. More equal tax treatment of equity finance relative to debt finance, a regulatory culture that encourages broader ownership rather than one that stands in its way and reform of our pensions industry are just a few areas where we could start to redress the balance.
A “re-equitisation” of our economy, with the stock market at its core, would not only stabilise our financial system, but it would bring the full value of ownership back to the heart of our society.
5th June 2019
The equity markets moved sharply higher in response to yesterday’s comments by Chairman Powell. We believe the markets have interpreted his comments correctly and view this latest communication as signalling a significant shift toward a more stimulative monetary policy.
Fed Chairman Jerome Powell has just put US monetary policy on a war footing. Fortunately, we are only talking about a trade war. Nevertheless, speaking at a ‘Fed Listens’ event on June 4th, Powell made it clear that he sees it as the Fed’s duty to use monetary policy to counteract any negative effects of the current round of trade conflicts:
“I’d like first to say a word about recent developments involving trade negotiations and other matters…We are closely monitoring the implications of these developments for the U.S. economic outlook and, as always, we will act as appropriate to sustain the expansion, with a strong labor market and inflation near our symmetric 2 percent objective.”
This was a significant intervention in that it suggests Chairman Powell is likely to lend support to President Trump’s efforts to renegotiate America’s major trade relationships. That said, the remainder of Powell’s comments were potentially even more significant.
Powell was at pains to draw a comparison between yesterday’s Fed meeting and another held almost exactly 20 years previously titled “Monetary Policy in a Low Inflation Environment.”, making it clear that he viewed the Fed’s current challenge as handling policy in an environment with low and potentially falling inflation. In this, Powell was further emphasising the degree to which he has changed direction from his hawkish comments of Q4 2018 which sent equity markets sharply lower. He then went on to explain that interest rates should be expected to return to the ELB, or Effective Lower Bound:
“The next time policy rates hit the ELB [Effective Lower Bound]—and there will be a next time—it will not be a surprise.”
“The combination of lower real interest rates and low inflation translates into lower nominal rates and a much higher likelihood that rates will fall to the ELB in a downturn.”
And explained that he believed tight labour markets were no longer the potent inflationary force they once were:
“inflation has become much less sensitive to tightness in resource utilization.”
This comment is significant in that it puts the market on notice not to expect a tightening in monetary policy even if the already low unemployment rate falls even lower:
“it means that much greater labor market tightness may ultimately be required to bring inflation back to target in a recovery…. the proximity of interest rates to the ELB has become the preeminent monetary policy challenge of our time”
Powell then went on to build the case for the Fed adopting a new approach to inflation targeting involving a “makeup” strategy. This is the idea that, if inflation falls below target for a period, the Fed should not just seek to drive the inflation rate back toward target but should engineer an inflationary overshoot so as to ‘makeup’ for the inflation that was lost during the low inflation period.
The implications of operating a ‘makeup’ strategy is that the longer and deeper the period of below target inflation the more the market should anticipate a period of aggressive monetary stimulus. The theory being, if the markets anticipate the stimulus then they will help avert the undesirable disinflation in the first place:
“My FOMC colleagues and I must—and do—take seriously the risk that inflation shortfalls that persist even in a robust economy could precipitate a difficult-to-arrest downward drift in inflation expectations….The first question raises the issue of whether the FOMC should use makeup strategies in response to ELB risks…what if the central bank promised credibly that it would deliberately make up for any lost inflation by stimulating the economy and temporarily pushing inflation modestly above the target?... the prospect of future stimulus promotes anticipatory consumption and investment that could greatly reduce the pain of being at the ELB.”
The ‘makeup’ strategy gives the Fed considerable wiggle room to continue monetary stimulus into an extended period of above target inflation.
The ‘makeup’ strategy taken together with the comments downplaying the inflationary significance of low unemployment suggests Powell is building a narrative to justify sustained monetary stimulus while being free to disregard inflation, labour market strength or economic growth.
To this end Powell follows up by repositioning asset purchase programs from ‘unconventional’ to ‘conventional’ monetary policy:
“Perhaps it is time to retire the term “unconventional” when referring to tools that were used in the crisis.”
We have noted previously that academic thinking, in the form of Modern Monetary Theory (MMT), is moving rapidly toward a much laxer approach to fiscal discipline. Powell’s comments yesterday position the Fed to accommodate large scale deficit spending for an extended period.
US equity markets rallied sharply in response to Chairman Powell’s comments. We believe the market interpretation was correct.
Investors always have plenty to worry about, but for the foreseeable future it looks like US monetary policy can be safely removed from the list of concerns.
After a rocky start, Chairman Powell and President Trump now appear to be on the same policy page.
24th May 2019
Warren Buffett had juices flowing in the UK earlier this month when he announced that, despite Brexit, he was still looking to make acquisitions here. His comments were immediately seized upon as evidence that leaving the EU won’t impact Britain’s standing as a key investment destination. Moreover, it was the strongest endorsement yet, given Buffett’s reputation as a value investor, of the idea that UK companies have been left extremely undervalued in the wake of the 2016 referendum. Once Brexit is sorted, the logic goes, international investors will come flooding back to UK equities.
We are not valuation obsessives at Equitile – in practice value investing has been a tale of woe in the UK for a number of years – but we thought it worthwhile taking a close look to see if there are bargains to be had. Especially as the UK stock market has lagged the US significantly since the June 2016 Brexit vote – the S&P 500 is up 39% whereas the FTSE 350 is up just 18%.
Surprisingly, despite the 20% underperformance, general market valuations suggest only a marginal discount of UK equities relative to the US; the trailing Price Earnings Ratio for the FTSE 350 is slightly below 18 times earnings while the S&P 500 trades at 18.5 times earnings, down from approximately 24 times earnings one year ago.
Averages, as ever, only tell us so much and the distribution of value across each of these two markets paints a more meaningful picture.
The chart below shows the percentage of S&P500 and FTSE350 companies in each range of Price-Earnings multiple.
Although the distributions are not identical, a statistician would be hard pressed to prove the two distributions were statistically different. To our eyes it looks like the valuations of both the US and UK companies could have been sampled from the same population.
That said it does appear, superficially at least, that the UK index has a higher percentage of companies with a Price-Earnings multiple between 10-15X, which could reasonably be categorized as ‘value’ companies. The S&P500, nevertheless, still has more than 20% of its constituents i.e. more than 100 companies, within this ‘value’ range so there’s no shortage of options to buy relatively cheap, low PER, companies in the US.
When adjusted for growth at the company level, the distribution tells a very different story. The second chart shows the distribution of Price-Earnings-to-Growth (PEG) ratios for the constituents of the two indices. Although the UK has a slightly higher percentage of companies with a PEG ratio of less than one, in the still modest 1-2X range the US offers a much higher percentage of opportunities.
Despite much talk of UK PLC being up for sale it doesn’t seem, adjusted for growth, that the UK stock market offers more value than the US. In fact, despite its higher recent returns, the US still offers more value at this stage.
The so-called home bias is a well know phenomenon that continues to distort the way investors approach the stock market. People tend to invest in what they know and so, if you’re sitting in the UK, it’s natural to spend too much time thinking about the opportunity that UK equities present. A report from Charles Schwab last year found UK investors are especially prone to the home bias with three out of four of them looking to invest most of their assets in the UK. Brexit, if anything, has accentuated this tendency by focusing attention on a region which in fact represents just 6% of the global stock market.
The US continues to provide the most dynamic and positive backdrop for investing. US economic growth maintains a long-term trajectory well above that in the UK – the most recent quarter showed annual growth of 3.2% versus 1.8% in the UK. Moreover, when adjusted for earnings growth, the US market offers more than enough value opportunities relative to the UK – despite Brexit.
21st March 2019
We’re guessing that after yesterday’s FOMC meeting Fed Chairman Jerome Powell is back on President Trump’s Christmas card list.
The FOMC left interest rates unchanged as expected. In every other respect the messaging from the meeting was markedly dovish. Both the statement and Powell’s commentary suggest the FOMC now has no intention of moving interest rates in either direction for an extended period – “Federal Funds rate is now in the broad range of neutral”.
The press release itself contained a number of notably dovish observations: “growth of economic activity has slowed from its solid rate in the fourth quarter”…”slower growth of household spending and business fixed investment in the first quarter”…”overall inflation has declined”…”the Committee will be patient”. These were further reinforced in the press conference where Powell drew particular attention to the slowdown in the European and Chinese economies.
Within the Q&A session Powell’s response to questions on the inflation outlook were interesting. Powell emphasised the need to avoid the Japanese and European disinflation trap and described low inflation expectations as meaning the Fed was paddling upstream to keep inflation up to their 2% inflation target.
This meeting completes perhaps the fastest FOMC volte-face on record, moving from extreme hawkishness in early October 2018 to extreme dovishness now.
All in all both President trump and his favourite measure of presidential success, the stock market, should be quite happy with the new fed tone.
20th March 2019
Technology is making the world a better place to live. We are living longer healthier lives due to technological progress improving our health, nutrition and safety. A case in point is the lifesaving technology of Intuitive Surgical, one of our favourite investments, whose robotic surgery technology recently saved the life of one of our clients. It’s worth taking a few moments to see just how advanced their technology is – video.
It is the constant process of innovation across a wide range of industries that leads us to be so optimistic about the future from both the perspective of investment returns and, more importantly, quality of life. In fact, we are so optimistic about technological progress that another of our clients tells us he uses Equitile for ‘outsourced optimism’. He invests with us to gain the benefit of the progress, which allows him to continue worrying about the dire state of the world!
To be fair, we must acknowledge all this technological progress has come at a price. Our improving quality of life is putting an increasing strain on the eco-system of the planet. If we are not careful the resultant ecological damage caused by our technology will more than undo its benefits. This is partially why we call this blog Rational Exuberance; we are exuberant about the future but, but we must keep the exuberance rational.
Global warming is clearly the biggest environmental concern today. But even here there are good reasons for optimism. The cost of electricity generated by solar power is now approaching that of fossil fuels, and by some measures it is even cheaper. The cost of solar power is expected to continue falling and bring with it a real possibility that within a few years it will become technically possible and economically viable to generate all our power from renewable resources.
Cheap solar energy is not the only practical barrier to a renewable energy economy. Solar panels may be able to generate cheap electricity, but they only do so slowly and of course only when they get sufficient sunlight. For this reason, improvements in energy storage technology will also be required to allow a full movement to renewable energy. At the moment we are reliant on battery technology for the storage of electricity and those batteries are both expensive and polluting to produce. For this reason, some see hydrogen technology as a preferable energy storage mechanism.
Solar energy can be used to split the water molecule into its constituent parts – oxygen and hydrogen – and the oxygen and hydrogen can then be recombined or burned, to give up the stored energy either as heat or directly as electricity. The beauty of this hydrogen-oxygen based energy system is that it is based entirely on abundant non-polluting renewable resources, water and sunlight. What’s more it is also based on real well-proven science, not some charlatan pseudo-scientific cold-fusion technology, reliant on breaking the laws of physics.
The technology to turn the dream of an endlessly renewable, non-polluting, hydrogen-based energy system into reality is still some way off. One of the most important missing pieces is finding an efficient, renewable and scalable, way to split the water molecule using solar electricity. Interestingly, in a recently published paper scientists working at Stanford university claim to have made an important step toward this goal. Their breakthrough is the development of a novel corrosion-resistant electrode allowing the generation of hydrogen directly from seawater. Researchers create hydrogen from seawater.
It is too early to tell whether this particular piece of research proves to be the vital breakthrough needed to kickstart a hydrogen fuel economy. Nevertheless, it is encouraging to see such exciting progress being made in this field. As investors we must always remember the economy is ultimately driven forward by innovation and, thankfully, there is still plenty of innovation around. We will be watching this area of technology closely both for potential investment opportunities and for potential threats to our existing investments.
We remain rationally exuberant.
11th March 2019
See our Chief Investment Officer, George Cooper, speaking at Citywire's Fixed Income Retreat 2019 on Trump versus Powell and the outlook for monetary policy.
8th March 2019
The highlight of my week was lunch with one of our investors who happens to be a medical doctor, a general practitioner to be precise. He’s one of those people in life that’s always willing to question conventional thinking and so our wide-ranging discussion on politics, economics and medicine threw up some fascinating analogies.
As I tucked into my lamb chop, he calmly asked why I was carefully dissecting the fat and shifting it to the edge of the plate. In all honesty, I wasn’t sure why but joked that I was staving off middle aged spread.
It set him off on a tirade about some of, what he thought, were the crazy ideas that had infused the medical world over the last thirty years - especially when it comes to diet. He recounted a story of another lunch he had at the start of what we now call the obesity epidemic. He noticed a colleague carefully separating the yolk away from his egg and, like me, leaving it to the side of his plate – it was the time when cholesterol as a cause of heart disease was going mainstream and so his colleague, clearly keen to avoid the cholesterol in the yolk, was determined to diligently follow the crowd.
The growing obsession with cholesterol and “fat avoidance”, our client argued, has left us feeling hungry and so much more prone to binging on starch in the form of wheat flour (he didn’t think there had really been a meaningful increase in sugar consumption over the last few years). He then went on to challenge, to put in mildly, accepted wisdom on the role cholesterol plays in heart disease.
The cholesterol obsession, he told me, really took off in the 1950s when an American scientist, John Gofman, claimed to establish a “clear link” between cholesterol and atherosclerosis. He in turn inspired a prominent nutritional scientist at the time, Ancel Keys, to conduct the highly influential Seven Countries Study which examined lifestyle, diet and cardiovascular disease amongst different populations.
One consequence of their conclusions is a $20billion industry in statins, a prophylactic drug now administered as standard here and elsewhere for anyone in their fifties with elevated levels of Low-Density Lipoprotein – so-called bad cholesterol.
The evidence from the 1950’s study is now being seriously challenged and is widely considered as flawed by today’s standards. In 2016 an international team of scientists reviewed 19 studies involving 68,000 people and found no link between high levels of LDL and heart disease in the over 60’s. In fact they found that 92 percent of over 60’s with high cholesterol lived as long as or longer than those with low cholesterol. The study went even further and argued that there was some evidence that high cholesterol levels may in fact protect against some diseases, even cancer, by binding to toxic microorganisms.
Our doctor client had his own theory. He pointed out that, historically, extended families in Mediterranean countries, where diet is often cited as low cholesterol, tended to stay together more than in the UK and the US, and so older generations had more young people around them. Numerous studies have cited loneliness as a key factor in heart disease in the aged.
The link between cholesterol, heart disease and the effectiveness of statins remains controversial (and it’s certainly not for me to offer a conclusion) but our client’s story makes an important point.
John Maynard Keynes is often quoted as saying “When the facts change, I change my mind, what do you do Sir?”. As is often the case, however, it’s not totally clear that Keynes actually used those precise words. A related but more reliable and useful quote comes from the American economist Paul Samuelson, “When my information changes, I alter my conclusion”. “Information” includes more than “facts”, it also includes the analysis and interpretation of the facts, so even when the facts don’t change it’s perfectly reasonable, on further analysis, to change one’s mind.
The lesson? Keep analysing, keep questioning your interpretation and, most importantly, be willing to accept when you’re wrong.
Next time I have a lamb chop, I’ll make sure to eat the fat as well.
6th March 2019
The British Pension Regulator has just issued its latest Annual Funding Statement and the section on dividend payments relative to pension deficit repair contributions is noteworthy:
“As the pension scheme is a key financial stakeholder, we expect to see it treated equitably with other stakeholders. In last year’s annual funding statement we highlighted our concerns about inequitable treatment of schemes relative to that of shareholders. We remain concerned about the disparity between dividend growth and stable DRCs [Deficit Repair Contributions]. Recent corporate failures have highlighted the risk of long recovery plans while payments to shareholders are excessive relative to DRCs. We are also concerned about other forms of covenant leakage which may be occurring in preference of higher DRCs and shorter recovery plans for schemes.
In 2018, we contacted a number of schemes ahead of their upcoming valuation, where we were concerned about possible inequitable treatment. The trustees of these schemes were asked a number of questions about their previous and current funding approaches and negotiations. These interventions continue and we are committed to continue our interventions on those schemes where we do not believe that their valuations reflect an equitable position relative to other stakeholders. We will continue to focus on this area when engaging with schemes in 2019. Our intention is to broaden our grip in this area to cover a larger number and greater range of schemes (regardless of covenant). We emphasise the key principles behind our expectations as follows:
Where dividends and other shareholder distributions exceed DRCs, we expect a strong funding target and recovery plans to be relatively short.
If the employer is tending to weak or weak [sic], we expect DRCs to be larger than shareholder distributions unless the recovery plan is short and the funding target is strong.
If the employer is weak and unable to support the scheme, we expect the payment of shareholder distributions to have ceased.”
Basically, the Pension Regulator is saying it is not prepared to tolerate companies paying out cash to shareholders when those payments leave the company unable to service its debt obligations. Doubtless this has been prompted by the BHS pension debacle.
The regulator is undoubtably doing the right thing here. Nevertheless, it does highlight an ongoing risk for equity investors and for how businesses deploy their capital to grow their businesses. Companies with large pension deficits are being obliged to divert their capital into pensions from where it is then invested in low-yielding government bonds.
At the aggregate level, the need to plug the hole in these pension deficits together with the fashion for pension funds to invest in low-yielding bonds risks undermining investment spending and therefore future economic growth. As we have said before, high dividend yields are often a sign of weak underlying companies (See – Depressed lobsters and the dividend yield trap).
In light of this latest warning from the pension regulator UK focussed dividend investors should tread especially carefully.1st March 2019
Warren Buffett, in his ever-humble way, mused this week that he had overpaid when he teamed up with private equity firm, 3G Capital, to fund the Heinz acquisition of Kraft in 2015. The 27% fall in Kraft Heinz’ share price last Friday was a big hit for Berkshire Hathaway who, on the face of it, had found a new strategy for deploying capital - a pressing problem given its significant and growing cash pile.
In many ways the collapse is surprising. A global player with a portfolio of leading brands should, in theory at least, offer a quiet life for long-term holders like Buffett. By selling products we consume every day into a growing population, companies with negative earnings surprises this large shouldn’t really feature.
The world is changing in all respects however and eating habits are no exception. Processed packaged food, a core segment for Kraft Heinz, no longer has the same tailwind it did. A cursory look at the global food mix brings this structural change into sharp relief. Kraft Heinz has been using old brands to roll out new products such as Mayochup, but a structural shift in the food industry indicates they might be focusing on the wrong sauce.
Figure 1 below shows the US packaged food market in structural decline relative to healthier preferences. The market has been growing at just 2% over the last few years while the organic food segment has been growing at six times that rate.
Figure 2 shows the US organic food market in dollar terms against Kraft Heinz’s stagnating revenue, we believe this is core to their challenge, and the future projections remains bleak.
Now Kraft revealed additional, more specific, problems last week. The merger hasn’t been handled well from an operational perspective, manufacturing and logistics costs are higher, goodwill write-offs were much bigger than expected and they announced a pending SEC investigation into their accounting policies. The structural shift in consumer habits, however, offers a more interesting lesson - the buy-and-hold mantra that pervades much of the investment industry is being challenged, even in traditionally stable industries.
Quickening dynamics in all markets are making business life more challenging than ever, not only for companies managing a merger on the scale of that between Kraft and Heinz, but for all companies large and small. From an investment point of view, betting on indefinite success – even in the most stable industries - is becoming a dangerous game.
21st February 2019
Overall, these minutes appear to have been written to further calm the markets by signalling patience, flexibly and data dependence. The FOMC acknowledges that market volatility has tightened financial conditions at a time when global economic activity has shifted down a gear, primarily due to weakening global activity. Therefore, a more pragmatic approach to monetary policy is required.
It is clear from the comments they are aware that recent communication missteps exacerbated market volatility. The committee remains confident on the outlook for the US economy but, are now undecided as to whether the next policy shift will be a tightening or easing of monetary conditions.
We broadly concur with the FOMC’s assessment. The US economy looks to be in good shape while the risks are coming primarily from the European and Chinese economies. Interestingly, in the few weeks since this meeting those none US risks look to have shifted materially. Anecdotal evidence coming from corporates operating in China suggest that economy is holding up much better than was expected in Q4 2018. In particular, luxury goods companies have reported strong demand suggesting the much-discussed weak demand for Apple’s iPhones is more about Apple’s prices than Chinese demand. On the other hand, the outlook for Europe has continued deteriorating since January with notable signs of weakness in the German Industrial production data.
Overall our assessment of these minutes is the FOMC is shocked and chastened by the market volatility in Q4 2018 and is now likely to err on the side of easier policy for the foreseeable future.
A few of the more interesting passages from the minutes below:
“In setting monetary policy, the Committee seeks to mitigate deviations of inflation from its longer-run goal and deviations of employment from the Committee’s assessments of its maximum level. These objectives are generally complementary. However, under circum-stances in which the Committee judges that the objectives are not complementary, it follows a balanced approach in promoting them, taking into account the magnitude of the deviations and the potentially different time horizons over which employment and inflation are projected to return to levels judged consistent with its mandate.”
Our translation: if it comes to a choice between inflation and employment, they are not going to damage the labour market for a few tenths of a percent on CPI.
“some market reports suggested that investors perceived the FOMC to be insufficiently flexible in its approach to adjusting the path for the federal funds rate or the process for balance sheet normalization in light of those risks.”
Our translation: We hear you!
“balance sheet normalization process should proceed in a way that supports the achievement of the Federal Reserve’s dual-mandate goals of maximum employment and stable prices. Consistent with this principle, participants agreed that it was important to be flexible in managing the process of balance sheet normalization, and that it would be appropriate to adjust the details of balance sheet normalization plans in light of economic and financial developments if necessary to achieve the Committee’s macroeconomic objectives.
Almost all participants thought that it would be desirable to announce before too long a plan to stop reducing the Federal Reserve’s asset holdings later this year.”
Our translation: Balance sheet normalization is no longer on autopilot and may be close to complete. This significantly reduces one of the market’s biggest concerns.
19th February 2019
Economics, especially monetary economics, has a tendency toward utopian fantasy. The latest utopian fantasy to emerge from monetarist economics goes by the name Modern Monetary Theory or MMT. It is worth paying attention to the debate around MMT because it could have important implications for financial markets.
Some advocates of MMT are using the theory to claim governments can spend without limit, and that they can do so without raising taxes. They can do this, according to MMT, because governments can print their own money. As a result, governments can safely accumulate an unlimited about of debt, because they can always print new money to pay off that debt. Unsurprisingly, some critics of these ideas have dubbed MMT a Magic Money Tree.
The current environment of political populism is providing a willing audience for learned economists willing to tell politicians it is safe to spend without limit. As a result, MMT is beginning to gain an audience amongst policymakers.
The idea underpinning MMT is both simple and true: sovereign countries that control their own monetary system can print an unlimited amount of their own currency.
It follows therefore, a government who controls its own monetary system, and who borrows only in its own currency, need never go bankrupt. If its debts become too burdensome it can simply print the money to pay them off. If the government wishes to spend more it can simply print the necessary money. What’s more, because the spending can be funded with printed money it is unnecessary to raise taxes to match the higher spending.
This line of reasoning leads advocates of MMT to conclude that governments can and should fund any and all worthy causes ranging from infrastructure investment to social security and healthcare costs.
Hopefully by now MMT is sounding too good to be true, that is because it is too good to be true.
Although governments can print themselves unlimited money, they cannot turn that newly printed money into productive real economic activity.
A simple thought experiment helps explain what is likely to happen if a government chooses to print itself more money and then spend that money.
Because economic activity is a relatively slowly moving variable, we can assume the real economy – the amount of goods and services being manufactured and sold – remains roughly constant through the money printing exercise. As a result, when a government awards itself more spending power, through the printing press, it will be able to buy a greater share of the country’s economic output. This will leave a smaller share of economic output available for the private sector. In other words, the purchasing power of the money held by the private sector will fall. This is of course is what we mean by inflation – rising prices or equivalently a falling value of money.
Looking at the money printing process in this way is helpful because it makes the connection between money printing and taxation clear. A government may gain spending power by taxing its citizens, which reduces the citizens’ spending power, or by printing its own money, which also reduces citizens’ spending power in the same way. It would therefore appear that Government spending through monetisation and through taxation are equivalent. There is no free lunch and there is no Magic Money Tree.
In practice, however, there are some important political differences between a government funding itself through taxation and one funding itself though the printing press. A government funded through taxation will find its spending plans closely scrutinised by a population, quite rightly, resistant to excessive taxation. By contrast a government funding itself through the printing press appears to be giving without taking. Monetised spending is popular, even populist, and usually occurs without scrutiny.
It is the lack of oversight that accompanies monetised government spending that is especially dangerous. History has shown us once a government begins funding itself through the printing press the process often spirals out of control, leading to an inflationary spiral.
The inflationary spiral then tends to damage economic activity leading to a contraction in the real economy. As a result citizens find themselves suffering a falling share of a contracting economy. Zimbabwe is a recent example of such a monetised economic collapse, Venezuela a current example and Turkey a potential example.
To be fair to the more moderate faculty of the MMT school, some proponents of MMT recognise the inflationary dangers associated with monetised spending. This group tend to argue governments can and should increase spending but only up to the point at which inflation starts to become problematic. Though theoretically appealing this approach carries significant dangers.
The key difference between MMT and Keynesian stimulus appears to be that Keynesian policies are seen, in theory, as temporary counter cyclical measures whereas the proponents of MMT appear to be arguing for permanent stimulus on a much larger scale. Given the lags in the relationship between recorded inflation and monetised spending and the difficulty in reversing spending plans once enacted, it is hard to see how the MMT mindset, if adopted by policymakers, will not inevitably lead to an inflationary cycle.
For investors the most obvious consequence of MMT would be a significant reduction in the real spending power of money. Money would become worth less and in extremis literally worthless. Investors holding cash or nominal bond portfolios would likely suffer the greatest losses in real terms while those real assets would likely fare much better.
To be clear, we don’t see the inflation risk posed by MMT as an imminent threat. But populism is on the rise and historically populist leaderships have proven especially susceptible to monetary snake oil. We have been surprised by increasing commentary around MMT and the degree to which it is being taken seriously.
We will be keeping a close eye on the MMT debate and advise others do the same.
12th February 2019
Our recent posting, Beware the Mean Reversionists, showed how the current US growth spurt is unremarkable in terms of its longevity or impact and, even if it was an outlier, the current growth rate itself is average by historic standards. Of all 283 twelve-month rolling growth rates since 1948, the current run-rate is about midway.
When economies do slow dramatically it’s often down to debt. When households and companies overstretch themselves, they effectively experience an economic exhaustion. Growth slows when the private sector comes to realise it’s overspent and over-indebted.
When we look at the headline numbers in this respect, we are reassured. The US private sector is not as indebted relative to GDP as it was before the Global Financial Crisis.
Moreover, although some pundits have pointed to historically low unemployment as a limit to growth, there’s room for optimism.
The recession after the financial crisis, for a myriad of reasons, kicked a high number of participants out of the jobs market – a fall too steep to be driven by demographics alone. It’s not unreasonable, therefore, to assume that the participation rate - the percentage of the civilian population that make themselves available for work - could pick up meaningfully from here.
The global economic backdrop isn’t providing a tail-wind for the US right now, but headline data in the US at least doesn’t suggest the current growth spurt will die of old age.
8th February 2019
We’ve heard it said a lot recently that the US economy has peaked and, although the world isn’t without challenges, much of this argument hangs on the simple view that it’s had such a good run of late, what goes up must come down.
The Mean Reversionists, as we call them, generally assume that the longer the period of unbroken growth, the more likely it is to break.
We’ve looked at the numbers and, even if the Mean Reversionists are correct, the current US growth spurt really isn’t that remarkable in terms of either length or magnitude.
This chart shows US real GDP since 1947, with the duration of growth spurts (in quarters) on the horizontal axis and the increase in GDP (rebased to 100) on the vertical.
Given the economy stalled briefly at the start of 2014, the current period of unbroken growth (the blue line) is neither mature nor profound by historic standards.
To be fair the decline in 2014, as in 2011, was extremely small so being less purist with the data we also show the period from the end of the Global Financial Crisis to now (the dashed line). Although this growth spurt has a few grey hairs, it’s been very anemic by historic standards in terms of cummulative growth.
We’ll address some of the broader challenges in later blogs but for the Mean Reversionists, at least, the data doesn’t back up their argument.
7th February 2019
Welcome to Rational Exuberance.
The team here at Equitile constantly analyse the world around us and so we decided to launch a new blog as an informal way (you can expect the odd typo!) to share some of our observations, insights and ideas with our clients.
We have called the blog Rational Exuberance to remind ourselves to pay due attention to the positive processes of innovation which drive economic growth and, ultimately, investment returns. Naturally, we remain alert to risks, and we will share our thoughts in this respect, but we endeavour not to fall too far into the very human trap of focussing unduly on hypothetical negative scenarios – especially those which dominate the media. To gain a deeper understanding of why we think this way, we recommend the late Hans Rosling’s Factfullness or our own synopsis of his work The Anxiety Machine.
Our title, ‘Rational Exuberance’, is of course a nod to the famous ‘Irrational Exuberance’ phrase coined by Alan Greenspan, Chairman of the Federal Reserve, in a speech to The American Enterprise Institute in December 1996. He asked: “how do we know when irrational exuberance has unduly escalated asset values, which then become subject to unexpected and prolonged contractions as they have in Japan over the past decade?”
When he made that speech the US stock market had rallied 200% over the previous decade. His thinly veiled warning of irrational exuberance looked eminently sensible and doubtless encouraged some prudent investors to divest their holdings.
A little more than two decades on from the Irrational Exuberance speech the US stock market has rallied another 280%.
In the years since December 1996 there have certainly been some wrenching financial crises. Nevertheless, innovation has continued driving economic expansion, people around the world have become healthier and richer and the investors that remained rationally exuberant over the time have enjoyed the benefit of that progress.
In coming decades there will doubtless be more financial crises and market setbacks, but there will also be innovation, economic growth and, we are sure, good investment returns to be enjoyed.