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Charts of the Week

Headline-making data and analysis from our in-house experts

Tech titans dominate as Nvidia and Apple lead 2024 market cap surge

What the chart shows

This table displays the market capitalization changes of major global stocks, with a particular emphasis on US-based companies, during 2024. It shows their market cap at the beginning and end of the year, with a sliding scale to visualize the growth or decline in value over the year.

Behind the data

In 2024, the US equity market outperformed its global peers, driven primarily by mega-cap tech companies. By year-end, US stocks accounted for over 50% of the total global market value.

Nvidia was a standout performer, with its market cap soaring by US$2 trillion to over US$3.3 trillion. This extraordinary growth was fuelled by its leadership in AI and graphics processing unit (GPU) technologies.  

Despite Nvidia's impressive rise, Apple retained its position as the most valuable company globally, with a market cap of over US$3.7 trillion. Microsoft followed with a market value of US$3.1 trillion, while Amazon and Alphabet each surpassed US$2 trillion. These figures underscore the strength of the tech sector and enduring investor confidence in its prospects.  

In contrast, Saudi Arabian Oil Co. (Aramco) saw a decline of about US$300 billion in its market cap, ending the year at US$1.8 trillion. This was likely driven by lower crude oil prices and weakening refining margins.

China’s demand-supply gap narrows, highlighting deflation risks

What the chart shows

This chart tracks demand-supply dynamics in China’s manufacturing and non-manufacturing sectors from 2007 to 2024. It uses Purchasing Managers' Indices (PMIs) reported by the National Bureau of Statistics (NBS) to record differentials between new orders (demand) and inventory (supply). It also highlights their historical trends and confidence intervals.

Behind the data

The differential between new orders and inventory provides valuable insights into the balance between demand and supply in China’s manufacturing and non-manufacturing sectors. A positive differential suggests rising demand relative to supply, often signaling inflation pressures, while a declining or negative differential points to disinflationary or deflationary trends.  

Over the years, these differentials have generally decreased, reflecting weakening demand relative to supply. This aligns with broader economic trends in China, such as disinflation in consumer prices and outright deflation in producer prices in recent years. Notably, the new orders-inventory PMI differentials for both manufacturing and non-manufacturing have gravitated towards zero, underscoring significant cooling of demand.  

This trend highlights potential deflationary risks in China.

How US presidencies shaped German exports to China and France

What the chart shows

This chart shows German exports to the US, China and France from 2000 to 2024, set against Democratic (blue) and Republican (red) presidencies.  

Behind the data

Donald Trump’s trade policy continues to shape trade discussions in 2025. This chart examines how German exports, as a key indicator of Europe's largest exporter, have evolved under different US administrations.  

During Trump's pre-COVID presidency, German exports to both the US and China grew significantly, reflecting robust global trade and possible rebalancing of supply chains. However, exports to France, Germany’s traditional European partner, saw more subdued growth over the same period.  

Under Joe Biden's presidency, German exports increased overall, but exports to China declined notably. This shift may reflect geopolitical tensions, slower Chinese economic growth or evolving supply chain strategies.

Gas storage pressures mount as Europe faces new supply challenges

What the chart shows

This chart highlights seasonal trends in German gas inventories, showing historical and forecasted storage levels. The blue line represents 2024-2025 data, including forecasted values based on seasonal patterns observed over the past five years. The purple line indicates the median storage level, while the green shaded area represents the 25th to 75th percentile range. Grey shaded areas denote the historical highs and lows since 2016. This visualization of both past and projected storage levels provides insights into Europe’s energy supply dynamics.

Behind the data

European natural gas futures surged to their highest levels in months after Russian gas flows to Europe via Ukraine ceased due to an expired transit deal. This disruption drove the Dutch TTF benchmark upward before stabilizing, spurred by freezing temperatures and fears of supply shortages. The cessation of flows through Ukraine, a significant transit route for EU natural gas imports, has accelerated storage withdrawals, depleting inventories more quickly than usual.  

While an immediate energy crisis is unlikely, Europe faces increased market volatility and higher costs to replenish reserves. Central European nations, particularly those heavily reliant on the Ukrainian route, will be most affected. To mitigate risks, the European Commission has proposed alternative supply routes, such as sourcing gas from Greece, Turkey and Romania.  

However, rising gas prices could strain EU households, undermine industrial competitiveness and complicate efforts to prepare for future winters. This chart underscores the urgency of diversifying energy supplies and maintaining sufficient storage levels to weather potential disruptions.  

Treasury yields reflect post-pandemic economic reality

What the chart shows

This chart displays the 10-year US Treasury yield from 1990 to 2024, highlighting linear trends for pre- and post-COVID periods alongside 95% confidence intervals. The blue line represents the yield, while the green line indicates the long-term trend before and after the pandemic. Periods of US recessions are also highlighted to provide context.

Behind the data

The linear trendlines reflect two distinct economic environments: a pre-COVID era marked by slower growth, reduced inflation and lower interest rates, and a post-COVID period defined by resilient growth, above-target inflation and elevated interest rates.  

The 10-year yield fell temporarily below the upward 95% confidence band between early September and early October last year, influenced by softer labor market data. However, it quickly rebounded as solid economic releases supported higher yields. Policy dynamics, such as Trump's economic and trade measures, could contribute to further upward pressure on bond yields.  

While expectations for rate cuts have moderated, further monetary easing may still weigh on bond yields, creating a balancing act for the bond market.  

Dollar rises as markets bet on a Fed pause in January

What the chart shows

This chart compares the US Dollar Index (DXY) with market expectations for the Federal Reserve to maintain an unchanged policy rate after its January meeting. The green line represents the probability of a Fed pause, while the blue line tracks the DXY.  

Behind the data

The US economy continues to show resilience, buoyed by a strong labor market, as highlighted in last week’s robust jobs report. This has prompted investors to reassess their expectations for Fed policy. Fed funds futures now suggest a strong likelihood of rates holding steady in January.  

Entering 2025, market sentiment points to only one rate cut this year, a significant shift from prior expectations of more aggressive monetary easing. This has boosted the US dollar, which has climbed to its highest level since November 2022. This upward momentum aligns with the broader mini cycle that began in October, when yields, equities and the dollar bottomed out.

Housing affordability gap widens between US cities

What the chart shows

This chart ranks apartment purchase affordability across the 30 largest US cities, using Numbeo’s Property Price to Income Ratio. This metric divides the median price of a 90-square-meter apartment by the median familial disposable income, providing a standardized measure of affordability for an average household.

Lower ratios signify greater affordability, meaning residents in these cities need fewer years of income to purchase a standard-sized apartment. Conversely, higher ratios indicate that housing is less accessible, often due to high property prices, lower income levels, or both.

Behind the data

The US real estate market shows significant variation in affordability between cities, reflecting differing economic, demographic and geographic factors. According to Numbeo’s data, New York City and Washington D.C. are the least affordable, followed by four Californian cities, Boston and Phoenix – highlighting the high cost of living in major metropolitan and coastal areas.

In contrast, cities in the north-Midwest, such as Detroit, Indianapolis and Milwaukee, rank as the most affordable.  

Nationally, the average property price-to-income ratio has hovered between 3 and 4 in recent years, providing a benchmark for US housing affordability. However, the stark disparities seen in this chart show the importance of localized analysis when assessing housing trends and their implications for both residents and policymakers.

A note to our readers

After more than two years of sharing Charts of the Week with you, we’ve decided to conclude this series to focus on an exciting new initiative: Macrobond Mondays, a roll-up of high-value charts coming soon.

Thank you for your engagement and support over the years. While this is the final edition of Charts of the Week, we’re eager to continue delivering high-value content. Stay tuned for updates in the coming weeks!

We’re honoured to have been part of your weekly routine and look forward to continuing to provide you with valuable insights.

Follow us on LinkedIn to explore our Macrobond Mondays Chart Packs!

Best regards,

The Macrobond Team

Chart packs

Currency volatility, Blue Chip and El Niño

Currency volatility over the decades

Charts of the Week: Currency volatility, Blue Chip and El Niño

Currencies have been in the news during this tightening cycle as “King Dollar” demolished all rivals in 2022 and retreated this year. There was also a bumpy ride during the US debt ceiling drama.

However, on a historic basis, recent years have not been all that volatile, as our chart shows. 

We measured historic volatility for eight of the G-10 currencies against the dollar by applying a month-on-month percentage change and standardising the results. Using the resulting Z-score (a statistical measure of deviation from the norm), we generated volatility “bubble sizes” for moments in time.

The 2008 financial crisis stands out as a period of unanimous volatility against the greenback. It’s also of note that several currencies appear to have been more volatile pre-2000. Japan’s yen experienced more sustained volatility after the 1985 Plaza Accord.

Britons scarred by the Truss/Kwarteng episode might be surprised to see that recent sterling trading has not been especially volatile compared to the early 1990s era of “Black Wednesday,” when the pound crashed out of the European exchange-rate system. (As we wrote last year, while some UK market moves in late 2022 were historic on a weekly basis, the market turmoil was relatively short-lived.)

Projecting borrowing-cost expectations using Blue Chip

The prestigious Blue Chip forecasts, published by Wolters Kluwer, compile predictions from top US economists to generate key insights on the economy. To demonstrate their power, we chose to examine the US secured overnight financing rate (SOFR). 

SOFR is a broad measure of the cost to borrow dollars overnight while posting Treasuries as collateral. (It was developed as an alternative to the scandal-ridden Libor rate.) Effectively, it’s a measure of changing credit conditions.

Blue Chip’s survey compiled SOFR expectations from 41 institutions. This chart tracks their average and various percentile ranges.

It shows how, overall, analysts are pricing in cheaper borrowing costs – and, by implication, Federal Reserve rate cuts – from early next year. But the percentile ranges highlight the diversity of opinion. Several economists are predicting a steep decline; others, presumably concerned about financial stress or sticky inflation, predict little change. 

As El Niño returns, watch out for damage

El Niño is back. This climate pattern mostly affects Pacific-facing nations like Australia, but sometimes it can impact the global economy. Some regions experience severe droughts; others, heavy rainfall. The last time a strong El Niño was in full swing, in 2016, the world saw its hottest year on record. 

This chart displays the Southern Oscillation Index (SOI), which measures differences in sea level pressure and helps capture this climate event – and its “sister,” La Niña (a cooling event). Sustained negative values (below -7 on the chart) indicate El Niño episodes. We have highlighted the most severe events, when the SOI was below -20.

The more negative the value, the more severe the El Niño – making the sudden shift in May concerning: the SOI plunged from 0 to -18.5. 

The second panel tracks the economic costs of extreme weather, which have been gradually increasing over time. Since 2000, two notable spikes have coincided with severe El Niño events.

Surprisingly few OECD economies are in recession

Markets are fretting about the prospects for a global recession. But on a historic basis, the global picture for developed markets has rarely been better than it is in 2023.

This dashboard tracks the number of countries in a recession per year. The sample universe is 35 countries, all of which are OECD member nations. 

It may not be a surprise that 2020 and 2008 stand out for broad economic trauma. Meanwhile, 2006, 2016 and 2017 were golden years. 

Three economies are in recession in 2023 and one of them is Germany – which recently dragged the entire eurozone into a recession in revised data.

Crowded houses in Europe

As Europe’s economy grows ever more integrated, cultural and economic differences remain. This chart examines the variation in intergenerational households – or overcrowding, if you’re a young person stuck at home and sharing a room. 

Eurostat defines the “overcrowding” percentage rate as the proportion of households that do not meet the following standard: one common room, one room per couple, one room per single adult, and one room per pair of children or same-gender teenagers.

Our chart indicates that under-18s are more likely to suffer from overcrowding in pretty much all member states, but particularly in Eastern European countries such as Bulgaria, Latvia, and Romania.

There are also prominent numbers of “overcrowded” adults in Greece and Italy. It’s possible that this reflects cultural traditions of young adults living with their parents for longer.

The sticky legacies of ECB interventions

This chart shows how the legacies of past central bank interventions get wound down very slowly.

We’ve broken down the European Central Bank’s balance sheet to show the effects of different asset-purchase programmes. The most significant increase occurred in 2015, with the launch of the PSPP (public sector purchase programme). The ECB bought “peripheral” (ie. Spanish, Portuguese, Italian and Greek) government bonds to support market liquidity. 

Most of these economies have recovered from the worst of the early 2010s debt crisis, but more than EUR 2.5 trillion in PSPP purchases still weigh on the ECB balance sheet. 

The aftermath of the pandemic is lingering, too, as seen by the green wedge stemming from PEPP (pandemic emergency purchase programme). 

The ECB said in May that its asset purchase programmes will cease reinvestments in July. But it will take years for these portfolios to mature and shrink substantially 

The darkest-coloured part of the chart reflects monetary policy operations. As the ECB tightens policy to tame inflation, it has shrunk by about EUR 1 billion over the past year. 

Central bank balance sheets, retirees and the big three Aussie exports

Central bank liquidity and stocks

Charts of the Week: Central bank balance sheets, retirees and the big three Aussie exports

Is central bank liquidity a key determinant of stock-market returns? In February, we wrote about how Japan’s unorthodox monetary policy was probably boosting global equity markets, even as the Federal Reserve was tightening.

Indeed, there is a 96 percent historic correlation between the combined balance sheets of the world’s major central banks and the performance of the S&P 500.1

In the chart above, we track the theoretical value of what the S&P 500 “should” have been, given that correlation, against the US stock benchmark’s actual performance.

The second panel expresses this relationship in a different way, measuring the S&P’s variance from the model. The one-standard-deviation range is highlighted in gray.

As central banks drain liquidity, the S&P 500 has crept higher and is more than 1 standard deviation away from the trend. Are we headed for a correction, or will markets defy shrinking balance sheets as they did during the tech-driven surge of 2018-19? 

Rich and poor retirees around the world

This scatter chart uses OECD data to compare the mean disposable incomes of working-age people (aged 18-65) and retirees (defined as 65-plus) in different countries. If your nation is on the diagonal line, that means the two age cohorts make the same amount of money. 

If not, this gives a sense of how far your nation is from “income coverage parity”. The smaller the dot, the lower the relative income for older people in that nation. 

Retired South Koreans have the biggest income gap with their younger counterparts. But in Italy, the over 65’s make slightly more than the rest.

Tracking Australian commodity exports: LNG, iron ore and the rest

Australia’s resource-based economy is famously resilient. The last recession Down Under was more than 30 years ago.

For the last 20 years, Australia has especially benefited from China’s sustained demand for minerals and hydrocarbons.

This chart breaks down Australian export revenue over the years, highlighting the ever-growing importance of iron ore, natural gas and coal. The big three commodities account for more than 60 percent of the total, compared with about 15 percent in the late 1980s.

Coal has been important for decades. But liquefied natural gas (LNG) exports are a relatively new feature of the Australian economy. The nation now jostles with Qatar for the top rung among LNG exporters.

For iron ore, China is the world’s dominant market, buying 70 percent of seaborne supply. The effect of China’s zero-Covid policy on the composition of Aussie export revenue in 2021-22 is clearly visible – as are the windfall gains that LNG exporters have reaped from higher global gas prices in the wake of Russia’s invasion of Ukraine.

What’s been displaced, share-wise? Manufactured goods and agriculture, most notably.

A mixed picture on our emerging markets dashboard

This dashboard assesses the most recent data points for economic activity across 10 major emerging markets. 

Using seven indicators, we break down the health of these economies. Green signifies strength; red indicates weakness. 

As oil prices decline and sanctions bite, Russia’s poor GDP performance stands out. And in the wake of Recep Tayyip Erdogan’s re-election, so does Turkey’s rampant inflation.

Indonesia suffered a particularly pronounced slump in exports due to the year-on-year price drops for coal and palm oil, two of its most important commodities.

China, the biggest emerging market, is showing a bit more green than red overall as its stock market recovers.

In search of an AI bubble index

Artificial intelligence breakthroughs have dominated headlines in 2023. ChatGPT has become a cultural phenomenon.

Cynics compare the hype around AI to past dotcom and crypto bubbles. Is there a way to compare the current craze to past investment trends?

We’ve created a mini-AI index and charted it against investment crazes ranging from 1970s gold to 1990s Asian tiger economies, as represented by the Thai stock benchmark. We also included the FAANG, which defined the late 2010s. (With the Fed-driven bear market of 2022 in the rearview mirror, it seems this Big Tech trade is back on.)

So far, there are few pure-play AI stocks; most of the hype has focused on Nvidia, a venerable chipmaker once associated with video-game graphics. It’s now seen as the dominant supplier of AI-related hardware and software. Microsoft, meanwhile, is integrating OpenAI into its Bing search tool. Both tech giants are in our nascent AI bubble index. We’ve also added Alphabet, Palantir and AMD.

Many of the interesting pure-play AI companies, like Midjourney and Hugging Face, are still privately held. As they come to the market, Macrobond users can customise their own AI indexes accordingly.

Visualising the whiplash from revised forecasts

Pessimism was abundant in 2022, but 2023 has seen surprising economic resilience on both sides of the Atlantic.

This chart visualises how consensus estimates for 2023 inflation (x axis) and GDP (y axis) evolved for the US, UK and eurozone from the start of 2022.

Economists consistently underestimated inflation for most of last year. As central banks hiked rates in response and the economic outlook grew darker, the arrows for all three economies headed in the same direction. Inflationary, Brexit Britain took the most rapid voyage to the lower right corner.

As optimism about growth kicked in, we see the lines “bounce” higher in unison. Only the eurozone is showing much optimism about disinflation in what remains of the year.

The biggest pieces of the pie in local stock markets

Most economies around the world are associated with a particular industry. The UK is dominated by London’s financial hub. Canada and Australia are known for their resources. But as this visualisation shows, sometimes national stock markets’ composition defies stereotypes.

This chart first breaks down global equities into different sectors and weights them as a percentage of total market capitalisation. We then take national and regional stock markets and compare them to that global breakdown. When a sector is overweight in a given nation compared to its global importance, we highlight the percentage in bold: perhaps unsurprisingly, tech is disproportionately large in the US, Japan and the China-dominated Emerging Markets aggregate.

The importance of banking in developed markets stands out. Even with Europe’s banks a shadow of their former, pre-GFC selves, they account for a quarter of equity capitalisation. Canada’s energy sector is disproportionately large on a global basis, but it’s still surpassed in value by the nation’s banks. 

Bank stress, US drought and China’s shoppers

US bank loans at a time of stress

Charts of the Week: Bank stress, US drought and China’s shoppers

Amid a spate of US bank failures, we’ve examined prospects for a potential credit crunch from several different angles.

This chart breaks down trends in the value of loans extended by US domestic banks.

The second-quarter turmoil amid the collapse of Silicon Valley Bank resulted in shrinking loan supply, a trend that bottomed out in April. The flow of commercial real estate and C&I (Commercial & Industrial) loans decreased for four consecutive weeks during that period. 

These segments bounced back by May after the additional support provided by the Federal Reserve. Since the collapse of First Republic a month ago, increases have eased.

Chinese trips to the shopping mall are leveling off

We’ve added data from SpaceKnow, which combines satellite imagery with proprietary algorithms to generate data about human activity in almost real time. We’ve applied this unique data provider to shine a light on Chinese consumers’ activities.

We’ve written extensively about China’s great reopening and the boost it has given global growth. But will this rebound be sustained?

SpaceKnow offers an indicator that tracks parking activity close to Chinese shopping malls. We’ve charted it against national statistics about urban retail trade. The correlation is high (above 0.7).

While the latter indicator has shown a steady pickup in growth, the satellite data – which is effectively a more recent “nowcast” – shows a sharp slowdown in the year-on-year increase in the number of parked vehicles around shopping centres.

Are consumers returning to online shopping after post-lockdown splurges at bricks-and-mortar shops, or does the satellite data herald a broad slowdown in consumer spending? 

Drought and the US agricultural heartland

We recently wrote about how drought threatened Thai rice production. As the world continues to grapple with food inflation, a lack of rainfall is also hitting the US grain belt. 

This year, drought has compounded difficulties with a winter wheat crop that was already damaged by extreme cold. (Farmers in Kansas normally plant a wheat crop in the autumn that grows during the winter and early spring, with the grain harvested in the summer.)

Our chart tracks the percentage of fields with conditions described as “poor” or “very poor.” The line is well above the last decade’s 25-75 percentile range, let alone the average.

The USDA recently said that farmers in Kansas, the No. 1 US state for wheat production, will likely abandon about 19 percent of the acres they planted last autumn. That’s an increase from 10 percent last year.

All of this has implications for supply in the world wheat market – especially if the UN-brokered deal on Ukrainian shipments through the Black Sea is derailed by Russia.

The UK’s surprising resilience

Defying the Bank of England’s previously ultra-pessimistic outlook, the UK economy was surprisingly resilient in recent months. The IMF recently said it expects the UK will escape recession in 2023, helped by a return of stability after Liz Truss’s brief prime ministerial tenure.

Indeed, while GDP growth has been basically stagnant for four straight quarters, the only period that dipped into negative territory was the third quarter of last year.

The chart above assesses consumer and business confidence surveys and tracks Z-scores, a statistical term describing the variation from the norm. Historically, a drop below 1 standard deviation from the mean has been a sign of recession.

While the average Z-score decidedly dipped below 1 for a time, it did not stay there for long and is rebounding. This indicator did not come close to the depths seen in the 2008 or pandemic recessions.

Visualising China’s trade partners by deficits and surpluses

This visualisation ranks China’s major trading relationships. 

As the world’s factory, China runs a trade surplus with the economies highlighted in green. The list is led by the United States: China’s exports to its largest trading partner have reached USD 555 billion, about triple the level of imports.

The nations in red are those where China has a trade deficit. They’re generally known for producing the inputs demanded by China’s industrial machine. The list includes commodity exporters Australia and Brazil, as well as Taiwan, the world’s dominant semiconductor producer.

The growth-value pendulum no longer swings in unison for China and the US

Last week, we noted how the rebound in tech stocks was driving the S&P 500 as energy shares faded, a reverse of trends seen in 2022. 

This week, our chart breaks down global equities in a different way – showing how “value” and “growth” stocks (as defined by MSCI indexes) are diverging in different economies. A reading above zero indicates growth was outperforming value, and vice versa for a negative number.

Growth stocks get their name from perceptions of their future earnings potential, while value stocks offer more predictable business models at cheap valuations. 

With tech stocks usually considered “growth” and energy usually considered a “value” play, it’s no surprise that a growth strategy outperformed in both the US and EMs including China during the pandemic year of 2020. 

The US and China have been more divergent over the past year. In China, value is still outperforming growth as local tech shares lag behind their US counterparts.

Real wage erosion finally stabilises in Europe

In 2022, we highlighted how inflation was ravaging wages in Europe, more than wiping out any pay increases. Workers will be happy to learn that they are starting to catch up – or, at least, see their purchasing power erode more slowly.

Wages tend to suffer a time lag before they adjust to inflation spikes. As our chart shows, that adjustment is finally occurring. Adjusted for inflation, wages in the eurozone are down 2.6 percent year-on-year. In late 2022, they were shrinking by more than 7 percent on that basis.

Discrepancies are wide across the region. The Netherlands is posting outright real wage growth, while Italy is lagging behind. But the pattern is very similar across the EU’s member states. 

Should this trend continue, central bankers may begin to worry about the dreaded “wage-price spiral.” Wages in the eurozone increased at a record year-on-year pace in the last quarter of 2022, according to Eurostat.

(It’s notable that the recessions of 2008 and 2020 appear to have been good for real wage growth – assuming you kept your job and were able to take advantage of the cheaper cost of living.)

Tech stocks rally, hard and soft landings, and past Fed pauses

S&P winning sectors rotate in 2023

Charts of the Week: Tech stocks rally, hard and soft landings, and past Fed pauses

This chart revisits our “checkerboard” visualisation in December, which ranked winning and losing industry groups in the S&P 500 for every calendar year.

Adding the year-to-date performance in 2023, the winning and losing sectors have almost reversed. Energy was the only sector with positive returns in 2022; it ranks last so far this year. This year’s top three performers were the three worst laggards of 2022. 

Amid a surprisingly resilient global economy, communications services, technology and consumer discretionary stocks are leading the gains.  

Hard, soft and crash landings through history

The Fed is in search of a “soft landing.” These aren’t mythical, but they are relatively rare.

Our chart aims to classify the time periods before, during and after various US recessions as “hard,” “soft” or “crash” landings. We assess three indicators – the unemployment rate, nominal GDP and inflation-adjusted real GDP – and chart their moves.

Current Fed estimates call for a two-quarter, soft landing recession that begins at the end of this year. We’ve charted this accordingly. Historic precedents include 1970-71, 1960-61 and the early 2000s downturn after the tech bubble popped.  

As for crash landings, the pandemic episode of 2020 is in a class by itself. Perhaps unsurprisingly, the GFC was second worst.

Will this recession be more like the hard landings of the mid 70s and early 80s? The CEO of Apollo Global Management is expecting a “non-recession recession,” where the pain is felt more in asset prices. (The 2001-02 popped dotcom bubble period could be categorized this way.)  

Previous Fed rate-hike pauses were in much more positive environments

We wrote recently that high-profile investors think the Fed is done hiking rates. Inflation has slowed for a tenth straight month, and financial stress is elevated after high-profile bank failures. Markets are pricing in rate cuts later this year, but if inflation stays high and the economy is resilient, the Fed could “pause, not pivot” for some time.

In 1985, 1995, 1997, 2006 and 2018, the Fed eased off tightening when the economy was in good shape. Stocks rose. We characterize these as “good pauses.” The current environment is quite different. 

As our table shows, industrial production is stagnating, the Conference Board’s composite of leading economic indicators is sliding, the yield curve is sharply inverted, and banks are tightening their industrial lending standards significantly.

It might be counterintuitive to have the highest unemployment rate in positive green and the current tight labour market in red – but from a central bank’s perspective, this reflects the “buffer” effect, or slack, that high unemployment has to absorb an inflationary spike.

The current inverted yield curve is not a bullish indicator for stocks. Far from a “good” pause, the bright red may be telling us that rate cuts will come soon and a sharp recession is ahead.

European consumer confidence is a positive outlier in our economic cycle clock

This is a version of various “clocks” that visualise business cycles through an upswing, an expansion, a downswing and contraction. This clock tracks the business climate for various economic sectors in the European Union over the past two years, and its methodology is based on this research paper

Consumer confidence stands out. It took a major swing into contraction from January 2022, even before Russia’s invasion of Ukraine sent energy prices surging. However, it was already in the upswing quadrant by November, and has continuously improved since. 

Persistent inflation and interest-rate hikes pushed most other business sectors into the downswing quadrant. There appears to be light at the end of the tunnel, however, as they move toward expansion; retail trade is already there. Construction, however, remains depressed, and hasn’t started to make a positive turn. 

Steadfast US stock investors defy bearish consumer sentiment

Historically, as the US consumer became bearish, individual investors pulled money from the stock market. That relationship has broken down, as our chart shows.

This visualisation tracks the results of a survey by the American Association of Individual Investors (AAII), which measures the proportion of portfolios that are positioned in stocks. The divergence with the University of Michigan’s consumer sentiment index began in 2020 – a year that saw the pandemic hammer the economy while tech stocks surged. 

The second panel reflects a statistical measure of correlation. For decades, the 5-year rolling correlation spent most of its time above 0.4, approaching 0.7 several times. Recently, that correlation has sunk to zero. 

As consumer sentiment remains in the doldrums, the AAII says its members continue to position more than 60 percent of their portfolios in stocks. 

Russian energy revenues slide

This chart tracks Russia’s energy- and non-energy-related government revenue for the first four months of each calendar year. The effects of volatile oil prices can clearly be seen.

Moscow appeared to derive a perverse benefit from invading Ukraine last year; oil prices surged and so did energy revenue.

However, a year later, revenue has tumbled – even though Moscow’s April oil exports rose to the highest since the conflict began.

While international oil prices have come down, sanctions are making a difference too; with the EU banning Russian oil imports, Russia is selling crude at a discount elsewhere. 

A tourism recovery across Asia

International travel is steadily resuming across Asia. As our chart of tourist arrivals shows, we well on the way back to pre-pandemic norms. 

We track destinations ranging from the urban bustle of Singapore to the beaches of Thailand (a favoured destination for Chinese tourists) and Fiji (especially popular with Australians and New Zealanders). The top of the chart – 100 on the y axis – represents a nation’s all-time high.
Except for Hong Kong, which reopened later than the rest, tourist arrivals are more than halfway back to former peaks.

As one of our guest bloggers wrote earlier this year, this should provide a significant boost to GDP

Forecasting Case-Shiller house prices with Indicio

Indicio is a machine-learning platform that lets the Macrobond community easily work with univariate and multivariate time-series models to forecast macroeconomic and financial data. (Read more about our partnership with Indicio here.) Indicio aims to combine different modelling approaches, potentially creating a super-forecast that can outperform any single model.

With global real estate in focus as interest rates rise, we’ve used Indicio to generate a forecast for one of the best-known measures of US house prices: the S&P Case-Shiller index. Ahead of the March figures, which will be released on May 30, our model predicts the coming 12 months for a composite index of 20 major metropolitan areas.

Indicio allows us to create a broad range of univariate and multivariate models. We opted to keep 24 multivariate models, using stepwise RMSE (a measure of historic accuracy) to weight each input model. 

Our forecast is quite bearish. It calls for the Composite 20 index to have entered negative territory in March (-1.28 percent year-on-year in the weighted model) and keep dropping from there. 

(For a deeper dive into the methodology of using Indicio, read a longer article about how we forecast US payrolls here.)

Manufacturing in a credit crunch, inflation impacts and Thai rice

Manufacturing gets hit when credit crunches take hold‍

Charts of the Week: Manufacturing in a credit crunch, inflation impacts and Thai rice

We’ve previously explored worries about a credit crunch in the US. This week, we turn to big business – showing the historic link between tightening loan conditions and manufacturing output.

This chart compares the Federal Reserve’s Senior Loan Officer Opinion Survey (SLOOS) with the Institute for Supply Management’s purchasing managers index (PMI), the well-known survey of manufacturing executives. 

PMI readings below 50 indicate economic activity is contracting. For the SLOOS series, which tracks Commercial & Industrial (C&I) loans, the inverted axis shows the net percentage of bankers reporting tightening credit standards. (I.e., a negative reading is good news, as it means more loan officers are reporting that standards are easing.)

The simultaneous troughs in previous recessions are clearly visible – as is the tandem move today; PMI has shown contraction for six months.

The French are economising on food as inflation bites

As French food inflation surged, recently accelerating to an annualised 15 percent rate, households coped by imposing spending discipline unseen in recent history. (Emmanuel Macron’s government, meanwhile, moved to cap retail prices for staple foods in March.)

This chart shows monthly food consumption in constant 2014 prices, removing inflation from the equation. As households broadly grew more affluent, the real household spend increased gradually from 1980 to the late 2010s. After spiking as consumers hoarded food at the start of the pandemic, this measure of spending has plunged almost 19 percent from its peak, as the second panel shows.

While this trend undoubtedly reflects consumers opting for discount retailers, swapping big brands for private labels and choosing cheaper cuts of meat, it’s also reasonable to see the decline as a proxy for a shrinking volume of food consumed.

Decade by decade, inflation and rates hit bond investors differently

This chart visualises the environment for buyers of French bonds over the decades, assessing the interplay between interest rates and the inflation that erodes real returns. 

Our chart shows the evolution of real 10-year yields (subtracting inflation from the absolute yield), as well as month-by-month divergence from the decennial average.

The disinflationary 1980s and 1990s were a golden era for fixed-income investors in many countries; after inflation, French bonds yielded well over 4 percent for the better part of 20 years.

The current environment is even tougher than the famously inflationary 1970s. That decade saw real 10-year yields average little more than zero – while since 2020, the average real yield is well into negative territory. 

The Dollar Index and the euro’s rebound

We wrote repeatedly last year about King Dollar: the greenback was rising against almost every other currency in the world.

This year, that trend has reversed.

Our chart breaks down the 2023 performance of the Dollar Index (DXY) – a benchmark that measures the greenback against the currencies of major US trading partners.

In recent weeks, only the yen is depreciating against the global reserve currency. 

The biggest contributor to DXY’s drop has been the rising euro. While many observers of the Fed think that Jerome Powell has finished with rate hikes, the European Central Bank is perceived to have a relatively hawkish bias. That’s the reverse of 2022, when the Fed hiked aggressively, the ECB was slower, and the euro slid to parity with the dollar as funds flowed to the higher yields available in the US.  

Thailand’s drought threatens global rice stocks

With the El Nino climate phenomenon back in the news, severe heat is hitting southeast Asia. Thailand is preparing for one of its driest years in a decade, and that’s important as the world grapples with rampant food inflation.

As our chart shows, since March, precipitation in the southeast Asian nation has been well below the average since 2013. It’s also been well below the 20-80 percentile range.

Thailand is the world’s second-biggest exporter of rice. It usually grows two water-intensive crops a year of this dietary staple. This year, the government has asked farmers to grow only one rice crop. The resulting drop in output has the potential to drive up global food prices more broadly.

The Italy-China trade conundrum

Europe’s economy is sluggish. China’s reopening has been disappointing to some. But somehow, Italian exports to China are undergoing a massive boom – even as Prime Minister Giorgia Meloni threatens to pull out of a trade deal with Asia’s biggest economy.

As our chart shows, recent monthly figures have broken from the recent trend. One might suspect surging Chinese demand for Italian luxury goods, given how that narrative has lifted France’s LVMH.

However, when breaking down the sectors, we see that the subcategory “Chemicals & Related Products,” which includes pharmaceuticals, is the overwhelming driver. 

As Bloomberg News recently reported, one theory is that China’s consumers are buying a generic liver drug that’s dubiously believed to be effective in preventing Covid-19.

Other theories speculate that medicines produced elsewhere in the European Union are being routed through Italy for re-export.

Stock scenarios and considering the peak Fed rate

Even amid financial stress, banks are leading earnings growth in Europe

Charts of the Week: Stock scenarios and considering the peak Fed rate

It might be counterintuitive in a year that has seen a series of US bank failures and the demise of 166-year-old Credit Suisse – but banks are driving earnings-per-share growth in the basket of large-cap European stocks tracked by Macrobond and FactSet.

As the sectoral breakdown in our chart shows, aggregate EPS is up 12.5 percent. Industrials are the second-biggest contributor to that gain after financial stocks. Energy is the largest negative contributor. 

The end of the zero-interest rate era means banks are making more spread on their core lending business. ING of the Netherlands became the latest big European bank to beat profit forecasts this week. 

And as Bloomberg News recently wrote, smaller European banks have been more tightly regulated; larger banks have mostly been cutting their US exposure; and European banks don’t face the same level of deposit competition from money-market funds as US banks do. So far, Credit Suisse is seen as an idiosyncratic one-off.

A dashboard for the 60/40 portfolio (versus going all-in on stocks)

Traditionally, financial advisers recommended that investors with a moderate risk threshold put 60 percent of their money in equities, with the rest in bonds. Over the long haul, most academic research agrees that stocks outperform bonds, but a healthy slice of fixed income was recommended to provide downside protection and income.

Post-2008, this so-called “balanced” portfolio would have done well; tech stocks surged, and bonds benefited from ultra-low interest rates. But in 2022, 60/40 had one of its worst years ever.

Our dashboard explores how different blends of equities and fixed income would have performed since 2020, including last year’s annus horribilis. For stocks, we chose the S&P 500; for bonds, we chose the US 10-year Treasury.

Damage from last year’s bond rout means that to have generated any kind of absolute return over the past 3 ½ years, investors would need to have been at least 40 percent invested in stocks. A 60-40 portfolio would have made an average of just 3.5 percent per year, roughly in line with inflation.

If we’ve seen our last rate hike, history suggests upside for equities

The Fed recently hiked rates to a 16-year high. Well-known bond fund manager Jeffrey Gundlach decreed this week that “the Fed will not raise rates again.” 

If Gundlach is right, history suggests that stocks have upside from here. 

As our chart shows, the S&P 500 has risen an average of 12.2 percent in the 12 months that follow an end to a tightening cycle. The 25-75 percentile range includes cycles where the benchmark rose from about 12 percent to almost 30 percent. 

This updates a previous chart, in December, to overlay the stock benchmark’s performance over the past year, assuming that this month’s rate increase was indeed the peak. 

Federal Reserve rates tend to peak rather than plateau

This chart tracks the mean and median Fed funds rate in the days before and after final rate hikes in historic tightening cycles. 

When the Federal Reserve stops tightening monetary policy, stocks tend to rise. 

This might seem obvious. But part of this performance might be due to the historic tendency of the Fed to start cutting rates soon after it stops hiking them, as the chart shows. 

Put another way: the Fed generally doesn’t hold rates at a high “plateau” for long. Is this time different? One camp in the inflation debate has long believed that the Fed is more likely to “pause – not pivot” to quick rate cuts.

Foreigners steer clear of Turkish debt

Turkey’s voters go to the polls on May 14. Recent surveys suggest that after two decades in power, President Recep Tayyip Erdogan may be headed to defeat.

Reuters recently characterised the choice as “Erdogan's vision of a heavily-managed economy and its repeated bouts of crisis against a return to liberal orthodoxy under opposition challenger Kemal Kilicdaroglu.”

Indeed, Erdogan’s unconventional economic policies have dissuaded foreign investors, as our chart shows. Just 1 percent of Turkey’s government bonds are held by foreign investors – the lowest proportion in more than 15 years. Just five years ago, that figure was closer to 20 percent. 

Foreign investors began divesting in 2018 after Erdogan began publicly pressuring the central bank not to raise interest rates to control inflation. The lira has tumbled almost 60 percent over the past two years, reaching record lows against the dollar.

The internationalisation of China’s renminbi

Two weeks ago, we explored the “de-dollarisation” debate. Returning to this theme, we measure the progress China has made in promoting international use of its currency.

This chart tracks use of the CIPS (the Cross-border Interbank Payment System). The value of receipts and payments in renminbi (or yuan) terms has been gradually rising; transactions using CIPS have surpassed 1 million per quarter.

China introduced CIPS in 2015 after Russia was sanctioned by the US and EU following its annexation of Crimea, complicating the use of the dollar in Russian oil exports. CIPS can be viewed as an alternative to the SWIFT platform, the messaging system that banks use to transfer funds across borders. (Major Russian banks are banned from SWIFT.) 

Our second panel tracks the Renminbi Globalisation Index. The RGI, compiled by Standard Chartered, measures the overall growth in offshore yuan use. (Its methodology can be accessed here.) After declining in the first two years after CIPS was created, the RGI has steadily moved higher since 2018.

Brazil’s debt burden to grow as Lula targets scrapping a spending cap

Brazilian President Luiz Inacio Lula da Silva defeated the conservative incumbent, Jair Bolsonaro, last year. Lula pledged to revoke the nation’s public spending cap, aiming to bolster spending on infrastructure and social benefits. 

A congressional vote is expected soon on the cap, which Lula’s critics consider a pillar of fiscal credibility.

As our chart shows, the IMF projects that Latin America’s largest economy will see its ratio of public debt to gross domestic product gradually creep higher, approaching 100 percent by 2028. 

By contrast, debt-to-GDP ratios are set to be broadly stable for Colombia, Mexico, Chile and Peru – and this measure of indebtedness had been falling sharply for Brazil during 2020-2022, despite the pandemic.

Betting on bullion paid off for Japanese and British gold bugs

This table shows the performance of gold since 2000. In most years, and in most currencies, bullion prices were either stable or rose. (As the bright red bar shows, 2013 was the big outlier; economies were recovering from the financial crisis, and the Fed was withdrawing stimulus. Money flowed out of gold funds.) 

Given that gold is priced in dollars, returns from investing in the metal can vary significantly depending on your home currency. As British and Japanese investors saw the pound and yen sink against the dollar, gold returned 13 percent in GBP and 15 percent in JPY – versus a flat performance in dollar terms in 2022. 

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