Technological Advances

Special Report

Go long the Kensho Space index over a cyclical horizon on the back of growing public and private investment, rising national security interests, declining sector costs, and heightened geopolitical risk.

Special Report

Please note I will be hosting a live webcast on September 29, 2022 at 9:00 AM HKT for the APAC region. I will discuss the global/China/EM macro outlooks and financial market implications. For clients in the Americas and EMEA, we had a webcast on September 28, 2022. You can access the replay via this link. Arthur Budaghyan Executive Summary Global Semi Stock Prices: Further Downside Ahead Global semiconductor stock prices are still vulnerable to meaningful downside over the next three months. Global semi consumption will contract due to the corresponding waning demand of smartphones, personal computers, and other consumer electronics. Global semi demand in sectors of automobiles and datacenters will continue growing. However, such an increase in demand cannot offset the demand reduction in other sectors. Semiconductor consumption in China has entered a contraction phase.  Semiconductor inventories have swelled. Alongside a sharp upsurge in chip production capacity, this increase in inventories will lead to chip price deflation in the next nine months. Nevertheless, the structural outlook for global semiconductor demand remains constructive. We are waiting for a better entry point for semi stocks.  Bottom Line: There is more downside in global semiconductor share prices as well as Taiwanese and Korean tech stocks. We will seek to recommend buying semiconductor stocks when a more material decline in semi companies’ profits is priced in their share prices. At the moment, we are downgrading Taiwanese stocks from neutral to underweight relative to the EM equity benchmark but are maintaining an overweight stance on the Korean bourse within an EM equity portfolio.   The global semiconductor equity index is breaking below its technical support (Chart 1). The implication is that these share prices are in an air pocket and investors should not chase a declining market. Based on previous cycles, we expect global semiconductor stocks to bottom late this year or early next year and semi sales to trough in 2023Q2. In the previous five cycles, global semi stocks always bottomed before global semi sales and lead times varied from three-to-six months. Chart 2 shows that Taiwan’s semiconductor new export orders lead global semi sales by about three months, and they continue to point to considerable downside in the global semi-industry. Chart 1Global Semi Stocks: Breaking Down Chart 2Global Semi Sales: More Downside Ahead The semiconductor industry has a history of cyclicality. Shortages have been followed by oversupply, which has led to declining prices, revenues, and profits for semi producers. This time is no exception Global Semi Sales: A Cyclical Slump Underway Global semiconductor demand began its downward trajectory in May of this year and will continue to slide in the next three-to-six months. Both the volume and value of China’s semiconductor imports are in a deep contraction and China’s imports from Taiwan have also plummeted (Chart 3). China is the world’s largest consumer of semiconductors, accounting for 35% of global demand. We expect semi sales to remain in contraction in China and to shrink in regions outside China in the next six-to-nine months (Chart 4).  Chart 3China's Semi Imports Plummeted Chart 4Semi Sales Will Contract Across Regions There are several important reasons for the retrenchment worldwide. First, the lockdowns around the world in 2020 and 2021 generated an unprecedented increase in online activities and a corresponding surge in demand for smartphones/PCs/tablets/game consoles/electronic gadgets. This was the main driving force for the boom in global semiconductor sales from 2020Q3 to 2022Q1. The excessive demand for consumer goods and electronics has run its course and global demand will sag in the next six months. As we have been contending since early this year, global exports are set to contract. Households that bought these goods in the past two years probably will not make new purchases in the near term. In addition, declining real disposable income and rising interest rates will constrain consumer spending. Smartphones, PCs, tablets, home appliances, and other household electronic goods consume about half of global semi output. In addition, rising job uncertainties resulting from China’s dynamic zero-COVID policy and slowing household income growth will curb consumption within China. Here are our takeaways for each segment: Chart 5China's Output Of Mobile Phones And PCs Has Been Shrinking Mobile phones: Mobile phones are the largest contributor to global semi sales, with a share of 31% as of 2021, based on the data from World Semiconductor Trade Statistics (WSTS). According to the International Data Corporation (IDC), global smartphone shipments are set to decline by 6.5% year-over-year in volume terms in 2022. Smartphone OEMs cut their orders drastically in 2022 because of high inventories and low demand, with no signs of an immediate recovery. China accounts for 67% of global mobile phone production and its mobile phone production has been contracting (Chart 5, top panel).   Traditional PCs and tablets: Based on data from the IDC, global traditional PC1  and tablet shipments are set to decline by 12.8% year-over-year in 2022 and by an additional 2.6% next year in volume terms. Computer production in China, which is the world’s largest computer producer and exporter, also shows massive downsizing (Chart 5, bottom panel).   Home appliances: China is also the largest producer and exporter of air conditioners (ACs), washing machines, refrigerators, and freezers. Except for a slight growth in AC output in response to heatwaves in China and Europe, China’s output of other home appliances will shrink. Globally, these industries accounted for about half of all semiconductor sales in 2021. Given the overconsumption of these goods worldwide over the past two years, we expect a material decline in these sectors in the next six-to-nine months. Second, automobiles, servers, and industrial electronics, which together account for about 30% of global semi sales, will have positive single-digit growth going forward. Yet, such an increase will not be enough to offset the lost demand from the consumer electronic goods sector in the next six-to-nine months.  Chart 6Global Auto Production Will Rise Automotive (accounts for 11% of world chip demand): The chip shortage in this sector has eased only moderately. Auto output levels in major producing countries remain well below their pre-pandemic levels (Chart 6). In light of improved foundry capacity, semiconductor producers will be able to produce automotive chips and reduce lingering shortages. However, for most chips to automakers, there are no supply shortages. Only a small number of categories of automotive chips, such as microcontrollers (MCU) and insulated-gate bipolar transistors (IGBT), are still in tight supply. Given that the total automotive sector only accounted for about 5% of total global semi sales last year, the recovery in global automobile output will contribute only limited growth to global semi sales.   Servers (account for 10% of world chip demand): The surge in online activities resulted in greater demand for cloud services and remote work applications, both of which require computer servers. Total server demand is comprised of data servers for cloud providers and private enterprises, with the former as the main driving force in recent years.  Data center expansion among cloud service providers will be driven by 5G, automotive, cloud gaming, and high-performance computing. After expanding by 10% last year, the pace of annual growth in global server shipments will likely be more moderate, to about 5%-6% in the next couple of quarters.   Chart 7Global Industrial Demand For Chips Is Set to Decelerate Industrial electronics (account for 9% of world chip demand): The growth rate in semi demand for this sector is falling. The global manufacturing new order-to-inventory ratio has plunged, and global manufacturing production is set to decline for the rest of this year and through to 2023H1 (Chart 7). Nevertheless, given structural tailwinds for industrial electronics, we expect semi demand in this sector to dip to single-digit growth in the near term rather than to contract.  Third, with semiconductor inventories having surged, new orders for chips, and hence their production, will plummet.   The length and intensity of the chip shortage, which started in 2020H2, triggered stockpiling among a broad range of customers, including manufacturers of smartphones and other consumer electronics. Moreover, the recent slowdown in smartphone/PC demand increased the inventory of silicon chips. Chart 8Semiconductor Inventory Overhang China had also stockpiled semiconductors from 2020Q2 to 2021Q4. With faltering demand, the country will continue its destocking process in the next couple of quarters. Semiconductor inventories in Taiwan and Korea have surged, corroborating the fact that the current cyclical downturn in the global semi sector will be a severe one (Chart 8). Hence, businesses in the semi supply chain will continue to draw upon their inventories rather than increase their semiconductors orders. This will reduce semiconductor demand meaningfully in the coming months. Bottom Line: The cyclical slump in worldwide semiconductor sales has further to go, with the sector’s sale volumes and prices projected to contract in the next six months. Semi producers will experience a substantial decline in their profits. Comparing Cycles Previous cycles may provide insight in the downside of the cyclical slump in global semi sales. In the previous five cycles, global semi sales experienced a contraction, ranging from 7% to 45% (Table 1). In the current cycle, global semi sales still had 7% year-over-year growth in 2022Q2 (Chart 9). Table 1Six Cyclical Downturns In Global Semiconductor Market Chart 9Global Semi Stocks And Global Semi Sales Global Semiconductor Market: Sales & Share Prices In fact, the current downturn could be deeper than the one between 2018 and 2019 (when sales contracted by 16%) for the following reasons: Sales of both cell phones and PCs will likely dwindle further this time than they did in 2018 to 2019. The pandemic boosted demand for consumer electronics, but this also brought forward future demand. In comparison with 2018, the current cycle might have a longer replacement cycle for mobile phones and PCs. Unlike 2019, global demand for consumer goods will likely contract rather than decelerate. This has ramifications for the duration and magnitude of the semi downturn.   Economic growth, and job and income uncertainties in China are much worse now than they were between 2018 and 2019. These factors will likely lead to a bigger cut in IT spending by both consumers and businesses, resulting in a larger downturn in global semi demand in this cycle. The tech battle between the US and China is more intense than in it was from 2018 to 2019. In mid-2018, the U.S. imposed a 25% tariff on Chinese imports of semiconductor goods, including machines and flat panel displays. China retaliated by imposing its own 25% tariff on U.S. exports of semiconductor goods, such as test equipment. This month, the US imposed new restrictions on NVIDIA and AMD in relation to selling artificial intelligence chips to Chinese customers. The US also plans to curb further its shipments of chipmaking tools to China. These plans will cut China’s imports of high-end semi products, for which producers enjoy high profit margins. In addition, the shortage of these chips will stall the development and sales of many consumer products within China, which will thereby reduce demand for other types of chips needed for consumer products. Chart 10Rapid Semi Capacity Expansion Worldwide Global semi capacity expansion has recently been much stronger in current cycle than it was in the 2016-2018 cycle. This may lead to a bigger supply surplus in this cycle than in the last one. It takes about 18-24 months, on average, to build a new semiconductor fabrication plant. Thus, large capital expenditures by semi producers in 2021-22 entail considerable new supply in 2023-24. According to IC Insights, the annual wafer capacity growth rates were 6.5% in 2020, 8.5% in 2021 and 8.7% in 2022. This compares with 4%-6.5% between 2016 and 2018 (Chart 10). Rapid capacity expansion typically leads to price deflation for chips and is therefore negative for the semi producers’ profitability and their share prices. Are global semi stock prices already pricing bad news? We do not think so. Nearly all major players saw a drop in revenues in the past cycle. In sharp contrast, only Intel’s revenues have dropped so far in the current cycle (Chart 11). Global semi stock prices will continue falling as companies report shrinking sales and earnings in the next couple of quarters. In former cycles when global semi stocks bottomed, investor sentiment – as measured by the net EPS revisions – was more downbeat than it is currently (Chart 12). Chart 11More Semi Companies' Sales Are Likely To Contract Chart 12Global Semi Stock Prices: Net EPS To Drop More Bottom Line: The global semiconductor sector’s cyclical slump could be deeper than it was in the 2018-2019 cycle. Hence, shares prices will fall considerably more than they did in late 2018. Ramifications For Taiwanese And Korean Markets Taiwanese and Korean semiconductor stock prices will probably continue to fall in absolute terms. The former recently broke its three-year moving average and the latter its six-year moving average (Chart 13). Chart 13Taiwanese And Korean Semi Stock Prices Will Fall Further Chart 14TSMC: Smartphone And HPC Make 81% Of Revenue For TSMC, the smartphone sector still accounts for 38% of revenues (Chart 14). Hence, a contraction in global smartphone sales in the next six-to-nine months could hurt the company’s top and bottom lines considerably. Meanwhile, the high-performance computing (HPC) sector became the largest contributor of TSMC revenues with a 43% share. A slowdown in data center investment and a decrease in GPU demand due to falling bitcoin prices will also materially affect the company’s profitability. In addition, the US government’s AI chips export restriction policy will decrease NVIDIA and AMD AI sales to China. According to NVIDIA’s news release, approximately US$400 million in potential chip sales to China (including Hong Kong) will likely be subject to this new restriction. AI chips are manufactured by TSMC with its advanced node technology and have a high-profit margin. Hence, the new policy will negatively impact TSMC’s revenues and profits. For Samsung, the memory market is in a free-fall due to plummeting demand (Chart 15). TrendForce expects the average overall DRAM price to drop by 13-18% in 2022Q4 because of high inventories in the supply chain and stagnant demand. The semi shipment-to-inventories ratios for both Taiwan and South Korea nosedived, pointing to lower semi stock prices in these two markets (Chart 16). Chart 15Samsung: Vulnerable To Sinking Prices Of Memory Chips Chart 16Semi Shipments-to-Inventory Ratios Plunged In Taiwan And Korea Bottom Line: Both TSMC and Samsung stock prices have more downside over the next three months.  Equity Valuations And Investment Conclusions The global semiconductor stock index in USD terms has tumbled by 45% from its recent peak. Multiples of semiconductor stocks are near their long-term average levels (Chart 17 and 18). These multiples could undershoot as they did in 2018-2019, which means even more downside is ahead. Chart 17Multiples Of Semi Stocks Could Undershoot Chart 18Multiples Of Semi Stocks Could Undershoot Aside from the profit outlook, higher US bond yields are also causing multiple compression for global semiconductor stocks (Chart 19). As to the allocation to semi stocks within an EM equity portfolio, we recommend downgrading Taiwan from a neutral allocation to underweight and reiterate an overweight stance on the KOSPI. The US-China geopolitical confrontation will escalate in the coming years and Taiwan is at the epicenter of this. These are relative calls, that is against the EM benchmark (Chart 20). We remain negative on their absolute performance. Chart 19Higher US Bond Yields = Multiple Compression In Global Semi Stocks Chart 20Downgrade Taiwan To Underweight Relative To The EM Benchmark   Finally, the structural outlook for global semiconductor demand remains constructive. We are waiting for a better entry point. We would recommend buying semiconductor stocks after pricing in a more material contraction in semi companies’ revenues and profits. Ellen JingYuan He Associate Vice President ellenj@bcaresearch.com Footnotes 1     Traditional PCs are comprised of desktops, notebooks and workstations.

Special Report

Executive Summary Robotization Is Gaining Pace ​​​​In today’s publication, we will zero in on one of the most exciting areas of technological innovation that also presents substantial long-term investment potential – robotics. The robotics industry is expected to grow steadily both in the US and abroad thanks to a confluence of favorable long-term trends such as deteriorating global demographics, and a shift of manufacturing toward onshoring and customization. Thanks to technological breakthroughs in the areas of AI, machine learning, lidars, and machine vision, robots are becoming more intelligent and dexterous, thus suitable for an increasing list of tasks and applications. Robots are also becoming more affordable, which is a catalyst for ubiquitous adoption. Increased connectivity and broad-based automation and robotization, are ushering in Industrial Revolution 4.0, improving productivity manyfold. Over time, robotics will change our world beyond recognition, improving not only manufacturing and service industries but also our daily lives. Bottom Line: Robotics is an exciting story of technological innovation, which also presents substantial long-term investment potential. And while the US equity market is likely to remain volatile for months to come, the recent correction in robotics stocks presents an attractive entry point for patient investors with longer investment horizons.     Chart 1US Manufacturers Cannot Fill In Vacant Positions, Wages Are Surging Last month we published a report: “Industrials: A Trifecta Of Positives” in which we noted that the US is entering a period of industrial boom prompted by favorable government policy and generous spending, and strong new trends in onshoring and automation (Chart 1). This trifecta of positives helps the sector defy the gravity of the slowing economy.   In this week’s publication, we will zero in on automation and robotization. This is one of the most exciting areas of technological innovation, which presents substantial long-term investment potential. And while the US equity market is likely to remain volatile for months to come, robotics ETFs such as BOTZ, ROBO, IRBO, and ROBT are off some 40%-50% from their recent post-pandemic peaks (Table 1) and present an attractive entry point for patient investors with longer investment horizons. Table 1An Attractive Entry Point for Long-term Investors What Is A Robot? Recent breakthroughs in AI and robotics technology are awe-inspiring and unsettling. The "robot revolution" could be as transformative as previous General Purpose Technologies (GPT), including the steam engine, electricity, and the microchip. GPTs are technologies that radically alter the economy's production process and make a major contribution to living standards over time The most basic definition is "a device that automatically performs complicated and often repetitive tasks". Interestingly, according to the definition of the International Standards Organization (ISO), software (bots, AI, process automation), remotely controlled drones, voice assistants, autonomous cars, ATMs, smart washing machines, etc. are not robots. Broadly speaking, there are three types of robots: Industrial, service, and collaborative (cobots). Industrial robots work on assembly lines in manufacturing, service robots perform necessary as well as potentially harmful tasks for humans, while collaborative robots (or “cobots”) work next to human workers. We will discuss different types of robots in more depth in later sections. Robotics Industry Is Growing Steadily Global Adoption Chart 2Robotization Is Gaining Pace According to the International Federation of Robotics, as of 2020, industrial robot stock has constituted 3 million units and between 2015 and 2020 has been growing at 13% per year. A total of 383,000 units of industrial robots were installed in 2020. Industrial robots reported record preliminary sales in 2021, with 486,800 units shipped globally, a 27% increase from 2020. The pace of installations is forecasted to stay robust well into 2024 (Chart 2). Service robot adoption has also clearly been crossing the chasm: In 2020, nearly 132,000 service robots were installed, a 41% increase over 2019, and 19 million consumer service robots were installed, a 6% increase over 2019. Together, the service robot turnover was approximately $12 billion in 2020. The US Is Lagging But The Pace Is Accelerating Chart 3Industrial Robots Across The Globe The US has been lagging other developed countries in terms of automation and robotization (Chart 3). However, labor shortages brought about by the pandemic appear to have “moved the needle.” According to the Association for Advancing Automation (A3), the number of robots sold in the US in 2021 rose by 27% over 2020 with 49,900 units installed. 2022 is on pace to exceed previous records, with North American companies ordering a record 11,595 robots in Q1, a 28% increase over Q1-2021. Multiple Tailwinds Promote Ubiquitous Robotization The robotics industry is expected to grow steadily both in the US and abroad thanks to a confluence of forces, such as deteriorating global demographics, manufacturing shifts toward onshoring and customization, and technological breakthroughs that make robots more capable and affordable.  Aging Population Leads To Labor Shortages Populations in both developed and emerging markets is aging: More people both in high and upper-middle-income countries will retire in the next decade than will enter the workforce, making labor shortages inevitable. In the US, the problem is particularly acute. Since 2020, labor force participation has declined from 63.4% to 62.4%, most likely due to early retirements, while the unemployment rate stands at a historically low 3.7%. There are two job openings per job seeker, and many businesses report difficulty finding qualified staff. As companies are struggling to fill existing openings, they are increasingly turning towards robots: Replacing labor with automation/robots allows them to produce more and avoid a profit margin squeeze. IFR reports that an increasing number of small- and medium-sized businesses are deploying robots.  Related Report  US Equity StrategyIndustrials: A Trifecta Of Positives Onshoring And Reshoring As we pointed out in the recent report on Industrials, the onset of the pandemic and geopolitical tensions have accelerated the pace of reshoring. Supply chain disruptions have highlighted corporate vulnerabilities and made companies realize that “just-in-case” trumps “just-in-time.” However, companies that bring their businesses back home do realize that finding workers is a challenge, while labor costs are many times higher. Hence, one of the solutions they pursue is automation and robotization.   Mass Customization The “new normal” in many industries is mass customization, i.e., variations for a growing number of products, dubbed a “batch of one.” The shift towards high mix, low volume production raises the importance of manufacturing flexibility and agility – and that is when the industrial robot, capable of working in high to low-volume productions on simple to complex processes, comes to the rescue. The Lower Total Cost Of Ownership Technological advances have made robots both more sophisticated and more affordable. In addition, to a growing supply of low-cost robots, there are also novel pricing models, such as “Robots-as-a-Service” and pay-as-you-use, which support the ubiquitous adoption of robots even by smaller enterprises. Technological Breakthroughs Recent advances in artificial intelligence (AI), computer vision, radars, and networks have expanded the range of tasks that robots can do. Effectively, new technology gives the robot the ability to see, hear, and pick up objects, acting differently according to the data the robot receives, offering it a certain level of autonomous decision-making. Now that robots can “see” and “hear,”, they are being taught how to “feel,” and some of the recent technological advances are truly mind-boggling. Glasgow University researchers have developed ultra-sensitive electronic skin that learns from sensations it experiences. A robotic hand covered with the new e-skin recoiled from what it recognized as “painful” stimuli. This new technology will allow robots to interact with the world in a whole new way, an invention that can be leveraged in a wide range of applications, from prosthetic limbs to the “internet-of-things”.1 And this is just one of many recent inventions. Virtuous Cycle Of Innovation The Robotics industry is going through a perpetual and ever-accelerating cycle of innovation (Chart 4). Improvements to one domain of robotic applications can be transferred to others, benefitting from “adjacent” technologies. In other words, innovations in vacuum cleaners or transport trucks can be easily applied to other areas of robotics, as despite differences in prices and value-add, all the robotic applications are trying to solve the same problems. Advances in different fields in robotics create opportunities for ever more applications, creating a virtuous cycle. Chart 4Robotics Will Enter Into A Virtuous Cycle Furthermore, robotics is a poster child for Moore’s Law, which refers to the phenomenon whereby transistors on a microchip double every two years, eventually leading to exponential improvements in computing power. Automation and robotics take advantage of these improvements as they are challenged with more complex tasks. We predict the virtuous cycle for robots will span several decades. As the cost of automation drops, better solutions will be developed, resulting in the ‘early retirement’ of dated but otherwise fully functional robotic systems. The following is a brief synopsis of advances in technology and their applications to robotics. Technologies That Help Robots Act Like Humans AI And Machine Learning (ML) AI and ML not only teach robots to perform certain tasks but also makes machines more intelligent by training them to act in different scenarios. To do this, vast amounts of data are consumed. For example, to “teach” a robot to recognize an object and act accordingly, a massive number of images are used to train the computer vision model. Dexterity And Deep Imitation Learning One of the major challenges of roboticists is improving the dexterity of robots and empowering them to manipulate objects gripped by the hand, akin to humans. Some researchers are using machine learning to empower robots to independently identify and work out how to grab objects. Deep Imitation Learning, neural-network-based algorithms, allow the robot to “learn” from humans. For example, in a robotics study led by researchers from the University of Tokyo, the machine learning embedded in the robot practiced a method observed by a human demonstrator. After watching one of the researchers peel a banana periodically for thirteen hours, a robot successfully learned how to peel a banana without crushing the fruit.2 There are also major improvements in hardware, with grippers ranging from pincer-like appendages to human-like hands. Lidar Lidar (Light Detection and Ranging) technology uses sophisticated laser radars that allow robots to navigate their surroundings through object perception, identification, and collision avoidance. Lidar sensors provide information in real-time about the robot’s surroundings such as walls, doors, people, and various objects. While originally expensive, Lidar costs are starting to fall thanks to a more effective chip design and more economical mechanical implementation. Lidars are crucial for advances in industrial automation and warehouse robots. Machine Vision Deep Learning has brought about a groundbreaking advancement in machine vision. One of the early hurdles in machine vision may be described with a simple question: “Am I looking at a large object that’s far away or a tiny object that’s up close?”  The modern approach to answering this question is to use both 3-D cameras and the context. 3-D is simulated by using two or more overlapping cameras, correlating the information on camera movements with changing images from the cameras. Deep Learning algorithms help formulate the context of these changing images.3 Machine vision provides higher quality mapping at a more affordable cost than Lidar, especially when it comes to indoor robotics and automation. Industrial Internet Of Things In Robotics The implementation of the “Industrial Internet of Things” (IIoT) is vital for manufacturing automation and robotics. Its main goal is to create a constant tracking of inputs and outputs, enabling communication along the entire supply chain, passing data between enterprise level and plant floor systems, and improving productivity through the use of big data.  Robots working at different stages of the manufacturing process are interconnected, ensuring flawless production. IIoT technology aims to improve productivity by reducing human-to-human and human-to-computer interactions, reducing costs, and minimizing the probability of mistakes. Similar to smart homes, IIoT factories are smart factories.4 Industrial Revolution 4.0 Early industrial robots performed very specific operations under carefully controlled conditions – an assembly robot that encountered a misaligned component would simply install it that way, resulting in a defective product. However, thanks to improvements in vision systems, computing, AI, and mechanics, the ability of robots to perform increasingly complex tasks that involve some limited decision-making has improved. Increased connectivity, brought about by IIoT, and ubiquitous automation and robotization, are ushering in a new Industrial Revolution, dubbed 4.0. As in previous industrial revolutions, innovation improves productivity manifold. Chart 5Robots Are Proficient In Many Tasks Industrial robots are deployed to carry out a wide variety of tasks (Chart 5). Arc welding, spot welding, assembly, palletizing, material removal, inspection, material handling, and packaging are some of the most popular applications for robots, but the list does not stop with just those. Industrial robots limit the need for human interaction while being able to complete tasks accurately with a high level of repeatability. Proficiency with these many tasks allows robots to add value to a multitude of industries, such as automotive, electronics, aerospace, food, and medical. While in the past the automotive sector was the key end-demand market for global robotics sales, non-automotive sales now represent 58% of the total, demonstrating a broadening reach of automation. Metals, Auto, and Food and Consumer Goods have the highest growth in terms of the purchase of robots (Charts 6 & 7). Chart 6Robots Are Gaining Traction In Multiple Industries Chart 7In The US, Robotization Is Broad-Based We expect the rising digitalization of the manufacturing sector to lead to a new wave of automation investment in developed countries. Key Players In Industrial Robots Space The global industrial robotics market is largely dominated by established Japanese and European companies: ABB, Yaskawa, KUKA, and Fanuc. However, the sizzling demand for robots demonstrates that technological breakthroughs are no longer just about the established players, as many industrial companies, such as Rockwell Automation, Eaton, and Caterpillar, are becoming leaders in this new space. These companies also reach across the aisle to software companies to leverage their expertise in data storage, computing, and artificial intelligence. Rockwell has recently partnered with Microsoft, while others are acquiring software companies. Deere has acquired GUSS Automation, a pioneer in semi-autonomous spring for high-value crops. These companies will benefit from strong demand for their products and should exhibit strong sales and profit growth. Service Robots Are Here To Help Service robots can significantly benefit humans in a variety of fields, including healthcare, automation, construction, household, and entertainment. These robots are managed by internal control systems, with the option of modifying the operation manually. These service robots remove the possibility of human error, manage time, and increase production by lowering the workload of staff and labor. Chart 8Service Robots Across Industries Service robots are quickly becoming an essential part of business for service-focused companies in healthcare, logistics, and retail (Chart 8). Developments in edge artificial intelligence processors and the arrival of 5G telecom services are likely to propel the market for service robots to new heights. The usage of service robots is extremely broad and range from cleaning to preparing meals to delivering goods. The following are some of the key areas that benefit from service robots. Healthcare Common duties assigned to service robots include setting up patient rooms, tracking inventory and placing orders, and transporting supplies, medication, and linens. Cleaning and disinfection robots can also help create a safe and sanitized facility for everyone. Further, robots assist in performing difficult surgeries and medical procedures.  Robots also help the elderly and disabled. For example, ReWalk has developed a wearable robotic exoskeleton that provides powered hip and knee motion to enable individuals with spinal cord injury (SCI) to stand upright, walk, turn, and climb and descend stairs. The system allows independent, controlled walking while mimicking the natural gait pattern of the legs. Military Defense Autonomous Mobile Robots (AMR) are helpful for combating fires, disarming bombs, and traversing through dangerous areas. Fully automated drone robots are indispensable for military intelligence and combat operations. Logistics As e-commerce sales continue to surge, logistics businesses are using service robots to help overcome current labor shortages, assist current workers to avoid workforce burnout, and enable warehouse automation. Robotic arms are often assigned tasks like picking, placing, and sorting objects, and because these cobots can navigate warehouses independently, they are used to deliver materials to human workers for accurate and efficient order fulfillment. Some logistics companies, such as FedEx, are experimenting with using AMR for last-mile delivery of goods, which is often the most expensive and least productive part of the entire delivery chain. AMR can navigate sidewalks, unpaved surfaces, and steps while carrying cargo. Key Players In Service Robots Space Many US companies are active in this space. Amazon (AMZN) developed robots to support its fulfillment center operation: Robots help automate storage and retrieval mechanisms throughout vast warehouses. IRobot (IRBT) has developed a series of AI-enabled robot vacuums, mops, and pool cleaners – friendly pet-like bots you may see in many American homes. There are also highly sophisticated surgical robots, developed by Stryker (SYK) and Intelligent Surgical (ISRG).  Collaboration Between Humans And Robots Collaboration between humans and robots is still in its infancy but it is one of the fastest-growing fields within robotics. Cobots work alongside humans, allowing humans to be more productive and avoid tedious or strenuous tasks. Cobots can be installed directly in the current production system, with less space than conventional robots. Equipped with intelligent features such as vision and force sensors, the flexibility of cobots means they can perform tasks like parts handling, assembly, and bin picking. Manufacturers adopting cobots, particularly those featuring vision and inspection systems, are seeing an increase in quality and efficiency. Investment Characteristics I hope we have convinced our readers that Robotics is a promising long-term investment theme. We also noted that the robotics ETFs are currently down substantially from their peaks. However, this report would not have been complete without a closer look at the investment characteristics of the robotics ETFs. A few salient points: Table 2Price Sensitivity Robotics ETFs have betas to the S&P 500 ranging from 1.2 to 1.4 (Table 2), which signals that the robotics sector is a high octane play on the US equity market. The recent pullback in the S&P 500 was particularly punishing for the stocks exposed to robotics. In terms of market capitalization, companies in this space tend to be smaller than the median company in the S&P 500, as they constitute the robotics ecosystem and supply chain (AI, Lidar), and tend to be younger and smaller. Robotics ETFs have always traded at a premium to the market given their superb growth potential. However, currently, ROBO ETF, which is a proxy for the rest of the cohort on a relative basis, is trading just under a half standard deviation above the historical mean (Chart 9). In terms of macroeconomic exposure, all of the robotics ETFs have a pronounced negative exposure to the US dollar – after all, robotics and automation are a global phenomenon. A stronger dollar makes American multinational sales from abroad lower both because of the translation effect and higher prices. The robotics theme doesn’t have much exposure to interest rates, inflation, or commodities, but is somewhat positively exposed to bitcoin (Table 3). Chart 9Valuations And Technicals Are Attractive Table 3Robotics Is A High Octane Equities Theme With A Significant Sensitivity To USD Investment Implications Robotics is a compelling long-term investment theme as Industrial Revolution 4.0 is taking place in front of our eyes. And while over the short term, monetary tightening and slowing economic growth, both at home and abroad, will be a headwind; over time a new Google or Facebook may emerge in this space. We have already watched the success of Nvidia, a supplier of sophisticated chips for the industry. Table 4Comparing ETFs There are four ETFs that focus on Robotics and Automation (Table 4). BOTZ Is the largest ETF with $2.1 billion AUM, followed by ROBO at $1.7 billion, which is also the most expensive (Table A1 in the Appendix) Which one is the best? To answer this question, we have turned to the quant wizards at the BCA Equity Analyzer team. To compare the ETFs, they have assigned a BCA stock selection and Owl Analytics ESG scores to stocks in each of the robotics ETFs, to calculate composites.  We note the BCA composite score is low across the board, as robotics as a nascent investment theme scores low on valuations. We note that while ESG scores are comparable across the portfolios, there is some variation in BCA scores. Overall, ROBO is marginally better than the other options: It has the highest BCA score and is the most liquid. It also has a lower beta to the S&P 500 than BOTZ and IRBO, making it slightly less risky. Unfortunately, it is also the most expensive.  Bottom Line Robotics is an exciting long-term theme that benefits from multiple tailwinds, such as demographic trends, continuous technological innovation, reshoring, and customization. Robots are also becoming more intelligent and dexterous, and have better “senses,” making them suitable for an increasing list of tasks and applications. Robots are also becoming more affordable, which is a catalyst for ubiquitous adoption. Over time, robotics will change our world beyond recognition, improving not only manufacturing and service industries but also our daily lives. And that is a future from which investors should certainly profit.    Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com   Appendix Table A1ETF Universe Footnotes 1     Clive Cookson in London, "Ouch! Robotic hand with smart skin recoils when jabbed in the palm,”  Financial Times, June 1, 2022, ft.com 2     Ron Jefferson, "Deep Learning Robot with Fine Motor Skills Peel Bananas Without Crushing the Fruit,”  Science Times, March 29, 2022, sciencetimes.com 3     "Is Lidar Going to be Replaced by Machine Vision?”  LiDAR News, January 12, 2022, blog.lidarnews.com 4     Jennifer Stowe, "Automation‌ ‌and‌ ‌IoT‌‌: ‌Transforming‌ ‌How‌ ‌Industries‌ ‌Function‌‌,”  IoT For All, October 12, 2020, iotforall.com Recommended Allocation Recommended Allocation: Addendum

Dear client, We will not be publishing the US Equity Strategy next week, as I will be participating in BCA Investment Conference. We will return to our regular publishing schedule on September 19, 2022. Kind Regards, Irene Tunkel   Executive Summary Most Thematic ETFs Are Far Off Their Pandemic Peaks In today’s sector Chart I-pack report we recap our structural investment themes. EV Revolution: The EV cohort benefits from a structural transformation of the automobile industry that is further supported by favorable legislative tailwinds, and shifting consumer preferences. Generation Z: Generation Zers are coming of age and wield an increasing influence over consumer trends. Cybersecurity: The pandemic-driven shift to remote work, broad-based migration to cloud computing and increasing geopolitical tensions, are all structural forces that will ensure a healthy demand pipeline for cybersecurity companies. Green And Clean: Green energy is becoming cheaper to produce, which supports a wider adaptation of green technologies. Green tech also enjoys favorable legislative tailwinds that are coming on the back of rising geopolitical tensions, the ongoing energy crisis, and climate change action. Renewables help to diversify energy sources and offer a path towards energy security. Bottom Line: Thematic investments that capture the latest technological breakthroughs present unprecedented long-term investment opportunities for investors who can stomach short-term volatility. Feature This week we are sending you a Sector Chart I-Pack, which offers macro, fundamentals, valuations, technicals, and uses of cash charts for each sector. In the front section of this publication, we will overview recent equity performance and provide a recap of the US Equity Strategy structural investment themes. August – When The Rally Came To A Stall As we predicted in the “What Will Bring This Rally To A Halt?” report, the “inflation is turning, and the Fed will be dovish” rally has come to a screeching halt. The S&P 500 was down 8% in August as investors finally believe that Jay Powell’s Fed is hell-bound on extinguishing inflation even if it means squelching economic growth (Chart I-1). The message from Jackson Hole was very much Mario Draghi-like: “whatever it takes.” The market reaction was swift and brutal. The rally winners were in the epicenter of the sell-off that ensued on the back of Powell’s comments. Invesco QQQ Trust is already down nearly 9% off its August 16 peak, while Ark Innovation (ARKK) is down 13% (Chart I-2).  We expect that equities will continue to revert to their pre-summer lows. Chart I-1Summer Rally Winners Are At The Epicenter Of The Sell-off Chart I-2Most Thematic ETFs Are Far Off Their Pandemic Peaks With rates on the rise again, last week we shifted our overweight of Growth and underweight of Value to a neutral allocation. The last few months have been a rollercoaster. However, long-term investors may successfully survive the grind by resolutely sticking to some of the winning structural investment themes and ignoring short-term volatility. The fact that many themes are now more than 50% off their pandemic highs may indicate an opportune entry point. EV Revolution We initiated the EV Revolution theme in June 2021. Since then, the theme has outperformed the S&P 500 by 19%. The Auto and Components industry group is in the middle of a momentous transition to electric and autonomous vehicle manufacturing, thanks to technological advances in battery storage, AI, and radars. These technological breakthroughs help overcome most of the obstacles to the wide adoption of EVs. Multiple new entrants develop charging networks. Driving ranges are also rapidly increasing – Lucid promises a 500-mile range compared to Tesla’s 350. Couple that with the rising price of gas, the aging vehicle fleet, and the expectation that EVs will approach sticker parity with gas-powered cars as soon as 2023 (Chart I-3)  and there is no turning back to gas-guzzling vehicles. LMC Automotive forecasts that by 2031, EVs will reach 17 million units. Chart I-3EVs Will Reach Price Parity With ICEs In 2023 The entire EV cohort also benefits from favorable legislative tailwinds, thanks to this administration’s support of decarbonization. The Inflation Reduction Act (IRA) includes approximately $370 billion in clean energy spending, as well as EV tax credits for both new and used cars. In addition, executive action by President Biden has tightened fuel economy standards. California has mandated a complete switch to EV vehicles by 2035. The surge in EV Capex and R&D spending will boost the entire supply chain, which consists of chip manufacturers, battery and lidar R&D, part manufacturers, and charging networks. Many of these companies are still small. An ETF may be the best way to capture the theme (Table I-1). Table I-1EV/AV ETFs Generation Z: The Digital Natives The GenZ theme, which we identified exactly a year ago, has collapsed since the beginning of the market downturn and is down 47%. Its success was at the root of its demise – it captured overcrowded names most popular among GenZers, who are avid investors (Chart I-4). However, the theme is not “dead,” as a new cohort of Americans is coming of age, and they are not shy about it. Generation Z in the US includes 62 million people born between 1997 and 2012 (Chart I-5). With $143B in buying power in the US alone making up nearly 40% of all consumer sales, Gen Z wields increasing influence over consumer trends. This is the first generation of digital natives—they simply can’t remember the world without the internet. They are the early adopters of the new digital ways to bank, get medical treatments, and learn. Gen Z is joining the workforce and replacing retiring baby boomers. Chart I-4Gen Zers Are Avid Investors... Chart I-5Gen Zers Are Taking Over Gen Z is an umbrella theme that captures many other prominent themes, such as Fintech (Paypal & Social Finance), Crypto (COIN), Meme-investing (HOOD), Gaming and Alternative Reality (GAMR & ESPO), and Online Dating. But GenZers have a few behavioral quirks that make them different even from Millennials: Quality-Over-Price Shoppers: Gen Z was found to be less price sensitive when buying products, choosing quality over price. Lululemon (LULU) and Goose (GOOS) are among Gen Z’s favorites. Healthy Lifestyle: Gen Z is a “green” generation that deeply cares about the planet, loves the outdoors and traveling, and is crazy about pets. This is also a generation that prizes a healthy lifestyle and working out: Beyond Meat (BYND), Planet Fitness (PLNT), and Yeti (YETI). Generation Sober Chooses Cannabis: GenZers perceive hard liquor and tobacco as bad for their health. Curiously, marijuana is considered “healthy.” MSOS, CNBS, YOLO, and THCX are the biggest ETFs in this space. How To Invest In Gen Z? Gen Z is a nascent investment theme, so there are no ETFs available in the market yet. We propose that investors follow our Gen Z investment themes or replicate fully or partially our Gen Z basket. Cybersecurity: A Must-Have For Survival Despite its celebrity status, this is an industry that is still in the early innings of a growth cycle. The pandemic-driven shift to remote work, broad-based migration to cloud computing, development of the internet-of-things, and increasing geopolitical tensions create new targets for hackers who are after valuable data or just want to achieve maximum damage to the networks. Ubiquitous digitization requires increasingly more complex cyber defenses. With cybercrime costing the world nearly $600 billion each year and cyberattacks increasing in number and sophistication, the global cybersecurity market is expected to grow from $125 billion in 2020 to $175 billion by 2024. Both large and small businesses are yet to fully implement cybersecurity defenses. According to a survey by Forbes magazine, 55% of business executives plan to increase their budgets for cybersecurity in 2021 aiming to prevent malicious attacks. In response to the numerous breaches, the current US administration is placing a high priority on defensive cyber programs. Since 2017, US government departments have seen the cybersecurity share of their basic discretionary funding rise steadily from 1.38% to 1.73%. These developments are a boon for cybersecurity stocks (Chart I-6 & Chart I-7 ), the sales of which are soaring (Chart I-8). Chart I-6Cybercrime Losses Spur Demand for Cybersecurity Chart I-7Stepped Up Government Spending Will Lift Cybersecurity Stocks Chart I-8Cybersecurity Sales Are Soaring We introduced cybersecurity as a structural investment theme back in October 2021. So far, the CIBR ETF, which we use as a proxy for the performance of the theme, has underperformed the S&P 500 by 11%. Monetary tightening has weighed on the performance of these companies as they tend to be younger, smaller, and less profitable than their S&P 500 counterparts, i.e., CIBR has a strong small-cap growth bias. However, with cybersecurity stocks down 26% off their November-2021 peak and valuation premium back to earth, now may be an opportune moment to add to the theme. After all, these stocks have tremendous growth potential, warranting a long-term position in most equity portfolios. There are several highly liquid ETFs powered by the cybersecurity theme, such as CIBR, BUG, and HACK, which can be excellent investment vehicles (Table I-2). Table I-2Cybersecurity ETFs Green And Clean We introduced the “Green and Clean” theme back in March. Since then, it has outperformed the S&P 500 by 22%, benefiting from this administration’s focus on the mitigation of climate change. Putin’s energy stand-off with Europe has also put the industry into the global spotlight. The development of renewables will help diversify energy sources and offer a path toward energy security. Thus, renewable energy and cleantech companies are at the core of the global push to increase energy security and contain climate change. The International Renewable Energy Agency (IRENA) expects renewables to scale up from 14% of total energy today to around 40% in 2030. Global annual additions of renewable power would triple by 2030 as recommended by the Intergovernmental Panel on Climate Change (IPCC). Solar and wind power will attract the lion’s share of investments. Over the past 20 years, this country has made significant strides in shifting its energy generation toward renewable sources away from fossil fuels, increasing the share of clean energy from 3.7% in 2000 to 10% in 2020 (Chart I-9). Chart I-9A Structural Trend The key reason for the proliferation of green energy generation is that renewable electricity is becoming cheaper than electricity produced by fossil fuels – according to IRENA, 62% of the added renewable power generation capacity had lower electricity costs than the cheapest source of new fossil fuel-fired capacity. Costs for renewable technologies continued to fall significantly over the past year (Chart I-10). Renewables are similar to traditional utility companies: They require a massive upfront investment, but also enjoy substantial operating leverage. As production capacity increases, the cost of energy generation falls. Solar power generation is a case in point (Chart I-11). Hence, we have a positive reinforcement loop: more usage begets even more usage, bolstering the economic case for transitioning to cleaner energy resources. Chart I-10R&D Is Paying Off Chart I-11Capacity Is Inversely Correlated To Prices Increased renewables adaptation is possible thanks to several technological advancements including improved battery storage, implementation of smart grid networks, and an increase in carbon capture activities. There is a host of ETFs that offer investors a wide range of choices for access to renewable energy and cleantech themes (Table I-3). These ETFs differ in geographic span, industry focus, liquidity, and cost, but all are viable investment options. Table I-3Clean Tech ETFs Bottom Line Thematic investments that capture the latest technological breakthroughs present unprecedented long-term investment opportunities. However, these investments come with a warning: Technological innovation themes are intrinsically risky as they are rarely immediately profitable and require both continuous investment and technological breakthroughs to succeed. Also, most technological innovation themes carry high exposure to the small-cap growth style and are sensitive to rising rates and slowing growth. As such, they are fickle over the short term but pay off over a longer investment horizon.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com     S&P 500 Chart II-1Macroeconomic Backdrop Chart II-2Profitability Chart II-3Valuations And Technicals Chart II-4Uses Of Cash Communication Services Chart II-5Macroeconomic Backdrop Chart II-6Profitability Chart II-7Valuations And Technicals Chart II-8Uses Of Cash Consumer Discretionary Chart II-9C Macroeconomic Backdrop Chart II-10Profitability Chart II-11Valuations And Technicals Chart II-12Uses Of Cash Consumer Staples Chart II-13Macroeconomic Backdrop Chart II-14Profitability Chart II-15Valuations And Technicals Chart II-16Uses Of Cash Energy Chart II-17Macroeconomic Backdrop Chart II-18Profitability Chart II-19Valuations And Technicals Chart II-20Uses Of Cash Financials Chart II-21Macroeconomic Backdrop Chart II-22Profitability Chart II-23Valuations And Technicals Chart II-24Uses Of Cash Health Care Chart II-25Sector vs Industry Groups Chart II-26Profitability Chart II-27Valuations And Technicals Chart II-28Uses Of Cash Industrials Chart II-29Macroeconomic Backdrop Chart II-30Profitability Chart II-31Valuations And Technicals Chart II-32Uses Of Cash Information Technology Chart II-33Macroeconomic Backdrop Chart II-34Profitability Chart II-35Valuations And Technicals Chart II-36Uses Of Cash Materials Chart II-37Macroeconomic Backdrop Chart II-38Profitability Chart II-39Valuations And Technicals Chart II-40Uses Of Cash Real Estate Chart II-41Macroeconomic Backdrop Chart II-42Profitability Chart II-43Valuations And Technicals Chart II-44Uses Of Cash Utilities Chart II-45Macroeconomic Backdrop Chart II-46Profitability Chart II-47Valuations And Technicals Chart II-48Uses Of Cash Recommended Allocation Recommended Allocation: Addendum

Special Report

Executive Summary Dollar Still The Largest Global Reserve Currency The rise of cryptocurrencies like stablecoins theoretically pose risks to fiat currencies and their general use. In the US, the Federal Reserve will look to adopt a Central Bank Digital Currency (CBDC) – a digital dollar – this decade, to stave off these risks and usher in a new era of central bank money. A digital dollar would likely be integrated as seamlessly as possible into the current monetary regime, thereby maintaining an intermediated role played by existing financial sector actors as well as operating alongside existing circulating currency. The US dollar will eventually face rising competition from digital currencies, both at home and abroad. While other central banks make headway into developing their own CBDCs, China is by far the most advanced. China’s digital yuan will not resolve all of China’s problems with internationalizing its currency but it will create new opportunities. Public and political pushback will occur and will slow adoption of a digital dollar. Gridlock in 2023 may prove to be another headwind. To adopt a digital dollar, politicians will need to work along bipartisan lines to ensure the US remains at the forefront of digital and monetary innovation, especially as foreign competition on CBDCs rises. Recommendation (Tactical) Initiation Date  Return Long DXY (Dollar Index) 23-FEB-22 10.7% Bottom Line: Policymakers will adopt a CBDC – a digital dollar – this decade. Political pushback may slow adoption, but foreign competition will overcome domestic constraints. Feature Technological innovation over the past decade has given rise to a new asset class – digital assets. Investors are most familiar with cryptocurrencies, and to a lesser extent, non-fungible tokens and decentralized finance-based lending, among others. These assets have witnessed a boom and bust over the past few years (Chart 1). Chart 1Manias: Then And Now Cryptocurrencies have been touted to have money-like characteristics, the most popular being Bitcoin, and others like stablecoins. Stablecoins are mostly used as a medium of exchange between fiat money and cryptocurrencies and vice versa. They are pegged to fiat money and often backed by highly liquid traditional assets1 to maintain their pegs. But cryptocurrencies do not exhibit the traits of durable money today. However, the technological innovation of digital currency represents a natural evolution of money that is irreversible and could someday possess the main characteristics of money: a medium of exchange, a unit of account, and store of value. Cryptocurrencies with money-like qualities theoretically pose a challenge to fiat currencies, i.e. those issued by governments that are not backed by any underlying real asset but rather by trust in government institutions, including the treasury and central bank. Not that trust is a poor basis for a currency. But that trust could fail and new trust could be placed in cryptocurrencies. Governments could eventually lose control of the money supply and payments system, suffer from financial instability, fail to provide regulatory oversight, or fail to prevent the illicit use of digital assets for criminal gain. The same technology driving growth in digital assets has led central banks the world around to research and in some cases develop CBDCs. For an introductory guide to CBDCs, see BCA’s “The Investor’s Guide To Central Bank Digital Currencies.” CBDC research and development are at varying stages across the world’s central banks.2 In the US, the Federal Reserve (Fed) continues to research a CBDC (digital dollar) and its use-case, or justification for being. The Fed has made no commitment to designing a digital dollar anytime soon. But we bet that the Fed’s position will change in coming years. Introducing a digital dollar will reduce the various risks associated with cryptocurrencies whilst also creating efficiencies in the US economy. These efficiencies will also transverse into cross-border efficiencies. Globally, central banks are showing increasing activity in developing CBDCs and introducing a digital dollar would help the Fed maintain monetary dominance across the world while staving off cryptocurrencies, especially stablecoins. The Fed won’t sit idle as a global monetary revolution unfolds. But the policy front is fraught with challenges. Policy makers in the US have expressed mixed views on adopting a digital dollar. Some suggest the Fed would exercise even more control over monetary policy than it does today. Others note risks to consumer data privacy, which could be exploited by government. Public opinion is also mixed with no clear understanding of or need for a digital dollar. Commercial bank business interests may come under attack too, with a digital dollar scalping profit margins from banks, depending on the type and extent of the CBDC operating model employed. Ultimately, the US will want to maintain its position as the global monetary leader. Continued dollar dominance in the global economy is strategically advantageous for the US, especially in a hypo-globalizing world (Chart 2). Ensuring ongoing monetary dominance while rooting out domestic competition from stablecoins will be aided by adopting a digital dollar. Chart 2Dollar Still Dominating Global Reserves Bottom Line: The Fed will most likely adopt a digital dollar within the decade. The Fed And A Digital Dollar The Fed has been actively researching a digital dollar for several years with growing research on design, implementation, and necessity. As it stands, the Fed has not committed to introducing a digital dollar in the foreseeable future. But what would a digital dollar look like and what role would it play in the economy if the Fed decided to introduce one? CBDC Model Briefly, the Fed could choose from three different CBDC operating models: unilateral, synthetic, or intermediated (Diagram 1). A unilateral model would mean the Fed performs all CBDC related functions including direct interaction with end-users. A synthetic model would mean non-Fed actors issuing money backed by Fed assets. Diagram 1Three CBDC Operating Models Realistically, a unilateral and synthetic digital dollar are unlikely. The former would crowd out traditional banking services, while the latter would let actors other than the Fed issue money, violating the Federal Reserve Act. Hence the Fed will most likely pursue an intermediated CBDC model. This model entails digital dollar issuance by the Fed but includes a role for private sector firms to interact with end-users. The intermediary role would be filled by financial firms but also other types of companies such as payment service providers and mobile phone operators. This means the Fed would not totally crowd out existing players across the payment and financial services space. An intermediated model would require the central bank to regulate and oversee other actors, which adds an extra layer of legal and operational complexity to implementation. But it is the model most consistent with the US’s combination of federal government and liberal capitalism, and the model cited by the Fed to most likely be adopted.3 The intermediated model will align with the current two-tier system currently in place (Diagram 2). Digital dollars will feature in both wholesale and retail transactions. Wholesale involves commercial banks and regulated financial intermediaries, while retail involves individuals and non-financial businesses. The model would also operate alongside existing paper money. A digital dollar would be a liability on the Fed, denominated in dollars, and would form an integral part of base money supply (M0). It would be distributed like, and act as a complement to, dollar bills and could be used in transactions conducted in currency and reserves. It would be legal tender just like the paper dollar. Diagram 2Two-Tier Monetary Regime System Digital Dollar Needs The Fed has stated that a digital dollar should, among other things, meet certain criteria before adoption (Table 1). Some of these criteria are already met. Others will be met with adoption. A digital dollar will benefit households, businesses, and the economy at large. For example, a digital dollar would enhance payment transparency, thereby supporting the Fed’s objective to promote safe and efficient payments. And depending on design choices, digital transactions could offer degrees of traceability and aggregate payment data could be analyzed in real time to provide insights into economic health and activity. Table 1Fed Criteria For CBDC Adoption Further, a digital dollar would promote diversification of the payments system, thereby increasing the safety and efficiency of US payment infrastructure. It may also attract new actors offering services related to the digital dollar, spurring financial innovation and fostering financial integration. The payments system is already broadly efficient but adding another layer of digitization with a digital dollar would mean that the US economy would be better positioned for the evolution of the digital economy over the next decade and beyond. The need for broad stakeholder support will be a difficult criterion to meet, however. There would need to be more engagement with the public, inter-government agencies, and Congress. For now, these “needs” outlined by the Fed are more than half met, signaling that a digital dollar could come to fruition within the decade from a policy perspective. International advances on this front will spur US policy makers into action even if they are disinclined. Bottom Line: The needs outlined by the Fed to adopt a digital dollar have been mostly met which ticks off one of the policy implementation checkboxes. There are gains to be had across the economy by introducing a digital dollar, ranging from a more efficient payments system to financial inclusion and decreasing transactions costs. Domestic Competition The proliferation of stablecoins has been noted by government agencies around the world. The Fed too has been keeping note. By the end of 2021, stablecoins had a relatively small market capitalization compared to the broader cryptocurrency market, approximately 6%. Now, stablecoins account for almost 16% of cryptocurrency market capitalization. But trading volumes point to stablecoins having a much larger role in transactions (Chart 3). Stablecoins resolve some of the problems of faith and trust that bedevil cryptocurrencies not backed by traditional assets. Chart 3Stablecoins Rise In Popularity Stablecoins pose two key threats that a digital dollar will essentially nullify: Systemic risk: A growing stablecoin market that is increasingly backed by traditional, high liquid assets could create systemic risk in traditional asset markets. An excessive rise or fall in demand for stablecoins would cause volatility in the liquid assets that back them. Moreover, for example, a fire sale in the stablecoin market would cause demand to fall excessively relative to the backing asset. Prices between stablecoins and the backing asset would diverge, potentially breaking the peg and resulting in further price divergence. And more broadly, high volatility from crypto markets can penetrate traditional or risk-free markets. A digital dollar would render stablecoins unnecessary, allowing cryptocurrency users to transact and convert digital dollars to cryptocurrency while enjoying the backing of the Fed on the value of digital dollars. Cross-border transactions: Stablecoins are also increasingly used for cross-border transactions. According to Fed data, the US pays 5.4% in fees on average per cross-border transaction, which also takes several days to settle. Stablecoins settle almost instantaneously and have much lower transaction fees. So too can a digital dollar. It would settle just as quickly as a stablecoin, if not quicker, and reduce transaction costs for cross-border payments. And because stablecoins are designed to maintain their pegs, they have more potential than cryptocurrencies to act as mediums of exchange outside of the crypto market and economy, potentially threatening the ongoing use of fiat money. Bottom Line: The Fed will design a CBDC around its existing monetary and payments system to allow for seamless integration. There are not many reasons holding back digital dollar adoption from a point of need and benefit. By adopting a digital dollar, the Fed will also fight off the growing risk of stablecoins, which could pose a threat to the use-case of fiat money in everyday life. Other Central Banks On The March The authority to issue money is an important element of economic power. History is replete with examples of currency competition both within countries and between them. CBDC research and development are picking up speed across central banks (Charts 4A and 4B). China is the world leader with its digital yuan, as we discuss below. Design and implementation of CBDCs will follow in coming years just like in the case of the digital yuan. If the theoretical payoffs to adopting a CBDC are met by real-world green shoots, then foreign CBDCs could pose a threat to continued dollar dominance in the global monetary and economic system, namely if countries can draw down their dependence on dollar reserves. Chart 4ACentral Banks Paying More Attention To CBDCs Chart 4BCentral Banks Paying More Attention To CBDCs Central Bank Competition Treasury Secretary Janet Yellen has noted this challenge in recent remarks explaining that any implementation of a “US central bank digital currency must support the prominent role the dollar plays in the global financial system.”4 The Fed is on the same page as the Treasury noting that any CBDC should be used to preserve the dominant international role of the dollar. The dollar is the world’s most widely used currency for payments and investments and serves as the world’s premier reserve currency. The dollar’s international role allows the US to influence the practices and standards of the global monetary and economic system. Basically, when the US constricts the supply of dollars in response to domestic conditions, the rest of the world suffers tighter monetary conditions, and when the US expands the supply, the rest of the world enjoys looser conditions, almost regardless of what other nations want or need. Central banks have made their policy goals clear in respect to developing a CBDC. Some central banks look to expand financial inclusion, market access, and their payments system while others are looking to compete with one another (Table 2). Canada, China, and Sweden want to gain a local and international market advantage for their currencies by introducing CBDCs. Table 2CBDC Policy Goals Of Central Banks China Leading CBDC Race, But… At this early stage, China’s digital yuan poses the largest threat to a digital dollar on the international stage. It is the most prominent CBDC project at this current juncture. The digital yuan entered beta testing at the end of 2020 in parts of the country. Wider testing across provinces is being phased in. China’s monetary endeavors began with the Cross-Border Inter-Bank Payment Service in 2015. The digital yuan will be positioned as an extension of this system to promote the national currency and fight global dollar dominance. But how big of a challenge could a digital yuan mount? The answer is not much, not now. China is the world’s largest trading partner but the renminbi accounts for less than 3% of the world’s reserve currency (Chart 5). The disparity between trade and currency status in the global economy reflects a lack of global trust in the renminbi and is a cause for concern for China. China is structurally invested in the dollar-dominated financial system and hence vulnerable to American influence by means of that system. Chart 5Global Renminbi Reserves Are Low The digital yuan would support more debt issuance based on cost and payment incentives to debt holders when financing BRI projects. This will help drive the use of the digital yuan going forward. For example, China can assert its influence over countries with Chinese debt by having them accumulate digital yuan reserves to pay back loans. China can even provide countries with concessions on loans to promote its digital yuan. Concessions on Chinese debt may lead to easier uptake, therefore promoting issuance. If the cost of switching to the digital yuan is low, countries will see no benefit in continuing their trade transactions with China in US dollars. Using the digital yuan as the currency of invoice to disburse loans can make these transactions more transparent and manageable. This could also allow for more state control over funds, an attractive scenario for China. However, China’s monetary ambitions face serious constraints. Lack of trust in the currency is the most critical challenge for internationalization of the yuan, digital or otherwise. Even if the digital yuan project is five to ten years ahead of the curve, countries still opt to hold the dollar over the yuan in any type of crisis, as has been amply demonstrated in history, and over a range of global shocks since 2019. Hence digital yuan adoption will require guarantees from Chinese institutions. But these same institutions have struggled to internationalize the paper renminbi. Lack of openness, transparency, and convertibility are persistent problems. Bottom Line: Central banks around the world are gearing up to introduce CBDCs in coming years. Some are looking to promote financial inclusivity. Others like China’s digital yuan want to chip away at the dollar’s global dominance. Digital versions of fiat currencies will have to demonstrate substantial economic and trade efficiencies in order to encourage diversification away from the US dollar, since there is no inherent reason a digital version of a nation’s currency would increase trust beyond what is already established. But those efficiencies could take shape, which would put pressure on the US to respond. The US faces significant monetary challenges over the long run, including from CBDCs. But the US is a technological power and will eventually respond by developing its own CBDC. Pushback Against A Digital Dollar The Fed has stated that it would only pursue a digital dollar in the context of broad public and cross-governmental support. However, neither the public nor congress broadly support one at present. Public opinion is uneducated on the issue and therefore highly malleable depending on leadership and events. Public Opinion Is Non-Supportive Across age groups, people do not know enough about digital currencies and think it is a bad idea to introduce a digital dollar (Chart 6). A 2020 poll found that only 13% of respondents approved of a digital dollar.5 Low approval is becoming a trend. However, the same poll showed that 38% of respondents think the US dollar is backed by gold, bonds, or oil. Addressing poor monetary literacy among the public would help to improve public support of a digital dollar. US households say they are more likely to trust traditional financial institutions than government agencies to safeguard their personal data (Chart 7). A digital dollar will grant the Fed and federal government far-reaching information regarding the everyday financial transactions of households. Trust in government has been declining and a digital dollar underpinned by a central ledger system would provoke consumer privacy lobby groups and government activists to fight and protest adoption (Chart 8). Chart 6Popular Support For A Digital Dollar Is Lacking Chart 7Households Trust Government Less Than Financial Institutions Chart 8Trust In Government Has Been Waning Chart 9Inflation Outbreak Will Limit Big Government About half of the US public already view the government as “doing too much” (Chart 9). The explosive inflation of 2020-22 will slow the underlying ideological shift to the political left, potentially limiting support for a digital dollar. Public opinion has been shifting for decades in favor of more government involvement in people’s day-to-day lives (Chart 10), but that trend may well stall now that excess of government creates tangible negatives for household pocketbooks (inflation). The bigger of a problem the Fed has in taming inflation in 2022-23, the bigger the political backlash will be. Federal solutions will suffer as a result. This is our theme of “Limited Big Government,” since the role of the state will increase relative to the past 40 years but still within an American context of checks and balances. Chart 10People Have Favored Government Involvement Bottom Line: There is no clear public demand for the digitization of the dollar at present. A major financial or economic disruption stemming from the monetary system or digital assets may be necessary to call public attention to the question. Meanwhile the private sector will drive innovation and the federal government will react to try to maintain domestic stability and international competitiveness. These data support the Fed taking an intermediated approach to cbdc when forced to take action. Policymakers Will Resist Policymakers are divided over the idea of a digital dollar. Senator Ted Cruz introduced a bill in March 2022 to “prohibit the Federal Reserve from offering products or services directly to individuals, maintaining accounts on behalf of individuals, or issuing a central bank digital currency directly to an individual.”6 Cruz has yet to receive widespread party support on the bill but he could get the backing from more GOP members if Republicans take over Congress, as expected, this November. Some Republicans and Democrats have favored cryptocurrencies while others have not, advocating for crypto-mining and crypto start-ups in progressive-left and libertarian right states. But the center-left and center-right might lean more toward cryptocurrency regulation and digital dollar adoption. Coalitions may need to be formed on the topic of a digital dollar, in parties and between parties. A digital dollar will cause a level of disruption, which will affect both the Democrats and Republicans. Government gridlock will create challenges to digital dollar adoption too. The upcoming mid-term elections favor the GOP. Both the House and the Senate are expected to flip in favor of the GOP in 2023. The “Blue Sweep” policy setting will end and only the White House will remain in Democrat control. Republicans have a shot at flipping the White House in 2024, which could see a “Red Sweep.” This scenario may slow adoption of a digital dollar but it will only preclude the unilateral cbdc model, not the intermediated model. The period of 2023-24 is too soon for adoption of a digital dollar anyway but the fact is that gridlock will delay the process until external factors force US action. Bottom Line: Public and political pushback will slow the adoption of a digital dollar. Politicians will need to work along bipartisan lines to ensure the US remains at the forefront of digital and monetary innovation but this will be difficult in a highly polarized country and will likely depend on foreign competition. Investment Takeaways We avoided cryptocurrencies during the irrational exuberance over the past two years. We expect governments to regulate the sector in order to preserve a monopoly over money supply and hence geopolitical interests. With monetary conditions tightening, we expect continued volatility in the crypto space. The US dollar remains strong tactically but is nearing its peak cyclically. We remain long but have put the currency on downgrade watch as the market more fully prices a range of bad news this year. On the global stage, the US dollar will remain the premier reserve currency despite cyclical ups and downs. The current macroeconomic backdrop is negative for the US financial sector (Chart 11). Mergers and acquisitions are drying up while regulatory risks loom. Initial public offerings are also slowing, while trading volume is low. Consumers had already accumulated debt earlier in the cycle and with rising interest rates amid a more challenging job environment, growth in loans and ultimately bank profits will slow. The commercial banking sector faces challenges during the upcoming transitional period of disruptive innovation and regulatory uncertainty. We believe the Fed and policymakers in general will want to cause as little disruption as possible, by integrating any digital dollar with the traditional finance sector as seamlessly as possible. However, transitions, especially those digital in nature, bring with them high uncertainty in the financial sector and elsewhere. Chart 11Financial Sector Facing Macro Headwinds     Guy Russell Senior Analyst guyr@bcaresearch.com     Footnotes 1     Stablecoins are backed by various assets and means. Fiat money, commodities, other cryptocurrencies and by algorithmic means are some examples. 2     See The Bank For International Settlements, Central Bank Digital Currencies: Executive Summary, September 2021, bis.org. 3    See The Board of Governors of the Federal Reserve System, Money and Payments: The U.S.Dollar in the Age of Digital Transformation, January 2022, federalreserve.gov. 4    See U.S. Department Of The Treasury, Remarks from Secretary of the Treasury Janet L. Yellen on Digital Assets, April 2022, treasury.gov. 5    See Cointelegraph, Most Americans are against a digital dollar CBDC, survey reveals,september 25, 2020, cointelegraph.com 6    See Ted Cruz’s Proposed Bill to amend the Federal Reserve Act to prohibit the Federal reserve banks from offering certain products or services directly to an individual, and for other purposes, March 2022, cruz.senate.gov.   Strategic View Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months)   Table A2Political Risk Matrix Table A3US Political Capital Index Chart A1Presidential Election Model Chart A2Senate Election Model  Table A4House Election Model Table A5APolitical Capital: White House And Congress Table A5BPolitical Capital: Household And Business Sentiment Table A5CPolitical Capital: The Economy And Markets

Special Report

Executive Summary Rebounding Chinese Auto Sales China’s stimulus for auto purchases and an easing global auto chip shortage will lead to about a 10% recovery in domestic auto sales in 2022H2 from a year ago. Next year, we expect Chinese auto sales to grow only modestly (under 5%).  The share of new energy vehicles (NEVs) in auto sales is rising rapidly in China, crowding out internal combustion engine vehicles (ICEVs) at a fast rate. China is becoming more competitive in global auto manufacturing given its edge in NEV battery technologies and autonomous driving. Production of NEVs and the installation of NEV charging poles will expand rapidly. Yet, given the still-high valuation of these stocks, we will look to buy into these sectors at a better price entry point. Bottom Line: Chinese onshore and offshore automobile stock prices have risen sharply in the past couple of months on the expectation of improving car sales. Our bias is that the rally has been too fast and gone too far. Investors should wait for a pullback before they buy. Feature Chinese total auto sales contracted by 12% year on year in the first five months of this year due to a deep 24% contraction in non-NEV sales. In stark contrast, Chinese NEV sales have more than doubled during the same period. However, the 1-million-unit increase in NEV sales failed to counteract the 2.4-million-unit loss in non-NEV demand. This raises two questions. Why have NEV sales skyrocketed at a time when non-NEV sales have tanked? Will Chinese auto sales recover in 2022H2 and 2023? If so, then how strongly will the recovery be? The answer to the first question lies in a major auto chip allocation strategy that many Chinese auto producers adopted last year. Under limited semiconductor supplies, auto producers in China prioritized the use of chips in their production of NEV models – which have higher profit margins –over traditional vehicles. The greater availability of NEVs than ICEVs has meant an increase in sales of the former and a deep contraction in the latter in 2022H1. Chart 1Chinese Auto Sales: A Recovery Ahead? For the second question, we believe that China’s stimulus package to boost auto sales and an easing global auto chip shortage will lead to about a 10% recovery in auto sales in 2022H2 from a year ago. On the other hand, growth in 2023 will be very modest (under 5%). Accordingly, the daily data of Chinese retail auto sales have already shown a strong rebound in the total sales of NEVs and ICEVs in the last three weeks of June (Chart 1). Auto Sales In China: A Gradual Recovery     China’s auto sales are set to have a gradual recovery in 2022H2. We expect auto sales to reach 26.2-26.8 million units by the end of this year, with NEV and non-NEVs rising to 5-5.3 million units and 21.2-21.5 million units, respectively1 (Chart 2). The reasons for our positive estimates include policy stimulus, improving technological advancement of NEVs, as well as an easing in the global auto chip shortage. First, the government has issued a flurry of policies since late May attempting to boost domestic auto demand. As Chart 1 shows, these policies have proved effective, at least for now. In previous episodes of stimulus aimed at boosting auto sales in 2009-2010, 2016-2017, and 2019-2021, authorities had implemented similar supportive measures. While the stimulus worked well in the first two episodes, it was not effective in 2019-2021 (Chart 3).   Chart 2Auto Demand In China: A Gradual And Moderate Rebound Chart 3Policy Stimulus Will Help Lift Chinese Auto Demand Box 1 shows our summary of those auto stimulus and a comparison of these episodes. Of all these policies, we believe that a sales tax reduction2 on certain vehicles has proved to be the most effective policy as it directly reduced the prices of these vehicles. In 2022H2, this policy will mainly benefit ICEVs sales as NEVs will continue to enjoy a full exemption from the 10% vehicle purchase tax. The government is also considering an extension of the exemption for NEVs to the end of next year.  Box 1China’s Stimulus Package For The Domestic Auto Industry​​​​​​​ This year’s stimulus is more comparable to the 2009 and 2016 episodes as they share the same reduction in the sales tax rate from 10% to 5%. The main difference is that this time the policy targets cars with 2-liter engines or smaller, while back in 2009 and 2016 this policy only applied to vehicles with capacity no bigger than 1.6-liters. This means a larger range of vehicles will benefit from the reduction. In short, the current policy will allow an additional 23% share of total vehicles sold to benefit from the stimulus. Please note that for the period of 2019-2021 there was no sales tax reduction. This may be one of the reasons for the lack of recovery in vehicle sales in this episode; Chinese auto sales contracted in both 2019 and 2020. Second, Chinese NEVs buyers have been enjoying government subsidies, albeit on a sliding scale since 2019. The amount of subsidy has been dropping by 10%, 20% and 30% in 2020, 2021 and 2022, respectively (Table 1). We expect NEV sales to rise as the subsidy is set to expire by the end of this year. This may induce some buyers to buy NEVs before the subsidy ends. Table 1Government Subsidy For NEV Purchase in China Chart 4NEVs Become More Appealing To Chinese Consumers In addition, NEVs are becoming increasingly appealing for auto buyers. This is due to longer travel mileage per battery charge, constant improvement in NEV related technologies, and an expanded charging/battery swap framework (Chart 4). Further, in comparison to traditional ICEVs, NEVs have become increasingly more equipped with functions such as autonomous driving, intelligent interconnection, and other software application-based services. NEVs will also become more integrated with intelligent and interactive networks. All these features will make NEVs more attractive to automobile buyers as well.  According to the McKinsey China Auto Consumer Insights 2021 report, Chinese consumers are more interested than ever in smart vehicle technologies, and they are willing to pay a premium for innovative features. 80% of consumers report that autonomous driving will be a key factor in their decision-making when they buy their next car. Meanwhile, 69% of consumers consider that over-the-air update technology (OTA) is an important feature, and 62% of those are willing to pay for it. Chart 5NEV Sales In China Are Not Very Sensitive To Gasoline Prices Rising oil and gasoline prices have also encouraged NEV sales in the past six-to-nine months. But we believe high fuel prices are relatively less important factors to NEV demand in China than in the US and EU. For example, in 2020H2, when oil prices were only around US$40-50 and domestic gasoline price were low, Chinese NEV sales still rose strongly during the same period (Chart 5). Third, the deep contraction in non-NEV sales in China in 2021 was partially caused by the global auto chip shortage. Global semiconductor chip shortages are likely to continue easing in 2022H2 as demand-supply gaps decrease across most components. Demand for consumer electronics is set to contract in the US and the EU in the next six-to-nine months. Hence, some capacity for PC and smartphone chips could be used to produce auto chips in the months ahead. Bottom Line: Government initiatives to boost auto sales, improving technological advancement of NEVs, and an easing of the global auto chip shortage will lift Chinese auto sales to some extent. Structural Auto Demand: A New Normal? Auto sales peaked in 2017 and are since down by 13%. Even if auto sales registered a modest recovery as we expect in 2022 and 2023, they will still be about 6% below their 2017 peak. The reasons why we do not expect a brisk auto sales recovery are as follows: Household (HH) income growth is very weak and the unemployment rate has been rising (Chart 6). HHs have considerable debt (Chart 7). With house prices not rising, and potentially deflating, HH willingness to take on more debt has declined. Chart 6Falling HH Income Growth And Rising Unemployment Chart 7HH Debt Burden Is Already High​​​​​​ Wage/income growth has downshifted and narrowed its gap with interest rates on consumer loans. The cost HH debt has therefore risen relative to their income growth, making consumers less willing to take on more debt.   Reflecting downbeat consumer sentiment, the HH marginal propensity to consume has fallen to very low levels and has not shown signs of improvement (Chart 8). With the mediocre structural auto demand outlook in China, NEV sales will rapidly gain market share from non-NEVs (Chart 9). NEVs currently account for about 18% of total auto sales in China, still much lower than the country’s goal of 40% in 2030. Chart 8HH Willingness To Spend Is Low Chinese Consumers: Falling Willingness To Consume Chart 9Accelerating NEV Penetration In China Last week the EU passed a plan of a 2035 phase-out of new fossil fuel car sales. This is also a trend for China. Chinese auto makers such as Changan, BAIC Motor and Haima have already announced that they will stop ICEV production in 2025. Chart 10Decelerating Growth In Chinese Oil Demand Declining ICEV sales will lead to lower growth of these vehicles on the road (Chart 10). Consequently, gasoline and diesel demand growth from passenger and commercial autos will be decelerating in China in the coming years. Bottom Line: Passenger car demand in China will be settled in low single digit growth rates. The market share of NEVs will rise very fast at the expense of ICEVs. In turn, falling ICEV sales will result in slower growth in domestic petroleum demand.  China: Increasing Competitiveness Chart 11Increasing Competitiveness Of Chinese Auto Manufacturers China has become increasingly competitive in global auto manufacturing. This is a strong tailwind for the country’s auto exports. In fact, the country’s net exports of autos have been rising (Chart 11). China is the world’s largest auto producer and consumer, accounting for 32.5% and 32% of global auto production and sales, respectively. The country is also the world’s largest NEV producer. Chart 12China: The World’s Leading And Largest EV Battery Producer ​​​​​​​​​​​​​​The battery is the most important component of an NEV, and its technological progress holds the key to the speed of NEV penetration. China is the world leader in this battery technology. China’s CATL is currently the world's largest battery manufacturer, with a market share of 32.5%. CATL ranked first in the world for five consecutive years from 2017 to 2021. In addition, four out of the top ten global EV battery players are Chinese companies, with a total market share of 44%, up from 41% last year (Chart 12). Moreover, in late June, CATL launched its cell-to-pack (CTP 3.0) battery. With a record-breaking volume utilization efficiency of 72% and an energy density of up to 255 Wh/kg, it achieves the highest integration level worldwide so far, capable of delivering a range of over 1,000 km on a single charge. The CTP 3.0 batteries are expected to be mass produced and come onto the market in 2023. The development of charging/battery-swapping infrastructure will continue to be faster in China than in other countries/regions due to the country’s competitive advantage in NEV production, including batteries, as well as related policy support. For example, the number of total public & private charging poles rose at a compound annual growth rate of 50% in the past five years. This allows China to collect more NEV charging-related data, which could be used to improve the country’s NEV manufacturing process, charging pole production, and the country’s charging infrastructure development. This will help reduce the charging anxiety of Chinese NEV users. In terms of autonomous driving, five Chinese companies have been included in the world’s 10 best autonomous driving companies based on their technological edge, according to the global autonomous driving report released by the California Department of Motor Vehicles (DMV). In addition to test drives in the US, major Chinese NEV makers have also carried out test drives in China with long distances and more complicated driving conditions. For example, as of mid-March, Baidu Apollo’s autonomous driving has already exceeded 25 million kilometers. In comparison, the total test distance of autonomous driving of all autonomous driving test cars in California were only 6.4 million kilometers. Chart 13China: Faster NEV Penetration Versus Other Countries At 13.4%, the share of NEVs in total auto sales in China was high last year compared with other countries (Chart 13). The ratio has already risen to 21% in the first five months of this year. Bottom Line: China will become more competitive in global auto manufacturing given its edge in NEV battery technologies and autonomous driving. Investment Implications Chinese onshore and offshore automobile stock prices have risen sharply in the past couple of months, expecting improving car sales in the short-to-medium term (Chart 14). Our bias is that the rally has been too fast and gone too far. Investors should wait for a pullback before they buy. A shakeout in broader Chinese offshore and onshore stocks is likely due to the following (Chart 15): Chart 14Chinese Automobile Stock Prices: A Lot Of Good News Already Priced In... Chart 15...A Pullback Is Due Chart 16Look To Buy Chinese NEV-related Stocks China’s economy is still facing downward pressure due to a faltering property market, sluggish household income growth and consumption, falling export demand, as well as heightened risks of further COVID-induced lockdowns. Global equities have probably not completed their downtrend. It will be hard for Chinese stocks to continue rallying if global share prices continue to fall. That said, we have a bullish bias towards Chinese NEV producers. China’s NEV sector enjoys tailwinds from structurally strong demand and its technological edge, especially in batteries. Hence, we will look to buy Chinese NEV and battery stocks at a better price entry point (Chart 16).   Ellen JingYuan He Associate Vice President ellenj@bcaresearch.com   Footnotes 1     China Association of Automobile Manufacturers (CAAM) predicted Chinese auto sales to rise to 27.5 million units for the full year. We are a little bit less optimistic on that front. 2     The State Council of China is enacting 60-billion-yuan (US$9 billion) worth of tax cuts between June and December. The purchase tax on certain passenger vehicles will be reduced by half to 5% of the sticker price. The tax cuts target cars with 2-liter engines or smaller, priced at 300,000 yuan (US$ 44,800) or less. Strategic Themes Cyclical Recommendations

Listen to a short summary of this report.       Executive Summary Global Equities Are More Attractively Valued After The Recent Sell-Off We tactically downgraded global equities in late February but see the current level of stock prices as offering enough upside to warrant an overweight. Global equities are now trading at 15.6-times forward earnings, and only 12.6-times outside the US. More importantly, the forces that pushed down stock prices are starting to abate: The war in Ukraine no longer seems likely to devolve into a broader conflict; the number of new Covid cases in China has fallen by half; and global inflation has peaked. The next 18 months of falling inflation and receding recession fears could see stocks recover much of their losses. The “Last Hurrah” for equities is coming. We continue to think that over a 5-year horizon, bond yields will rise from current levels, value stocks will outperform growth stocks, and crypto prices will fall. However, countertrend rallies are likely. To express this view, we recommend taking partial profits on our short 10-year Treasury trade recommendation (up 9.3% from an initial entry yield of 1.45% on June 30, 2021). We are also halving our long global value/growth position (up 20.1% since inception on December 10, 2020) and our short Bitcoin position (up 98% based on our exponential shorting technique). Bottom Line: Global equities are heading towards a “last Hurrah” starting in the second half of this year. Tactically upgrade stocks to overweight.   Feature Dear Client, We published a Special Alert early this afternoon tactically upgrading global equities to overweight. As promised, the enclosed report elaborates on our view change. Best regards, Peter Berezin Restore Tactical Overweight On Global Equities Chart 1Global Equities Are More Attractively Valued After The Recent Sell-Off We tactically downgraded global equities from overweight to neutral on February 28th. The war in Ukraine, the Covid outbreak in China, and most importantly, the rise in bond yields have kept us on the sidelines ever since. At this point, however, the outlook for stocks has brightened, and thus we are restoring our tactical (3-month) overweight to stocks so that it is consistent with our bullish 12-month cyclical view. First, valuations have discounted much of the bad news. After the recent sell-off, global equities are trading at 15.6-times forward earnings (Chart 1). Outside the US, they trade at only 12.6-times forward earnings. Second, the forces that pushed down stock prices are starting to abate. The war in Ukraine is approaching a stalemate, with Russian troops unable to take much of the country, let alone seriously threaten regional neighbours. A European embargo on Russian oil is likely but will be watered down significantly before it is implemented. European officials have shied away from banning Russian natural gas, an action that would have much more severe economic implications. While still very high in absolute terms, December-2022 European natural gas futures are down 36% from their peak on March 7 (Chart 2). The 7-day average of new Covid cases in China has fallen by more than half since late April (Chart 3). Considering that a significant fraction of China’s elderly population is unvaccinated, the authorities will continue to play whack-a-mole with the virus for the next few months (Chart 4). Fortunately, Chinese domestic production of Pfizer’s Paxlovid anti-Covid drug is starting to ramp up, which should allow for some easing in lockdown measures later this year. Chart 2European Natural Gas Futures Have Come Off The Boil Chart 3Covid Cases Are Falling In China… The 20th Chinese National Party Congress is slated for this fall. In the lead-up to the Congress, it is likely that the government will move to diffuse social tensions over its handling of the pandemic by showering the economy with stimulus funds. Of note, the credit impulse has already turned higher, which bodes well for both Chinese growth and growth abroad (Chart 5). Chart 4… But Low Vaccination Rates Among The Elderly Remain A Risk Chart 5A Rebound In China's Credit Impulse Bodes Well For China And The Rest Of The World   Inflation Is Peaking On the inflation front, the data flow has gone from unambiguously bad to neutral (and perhaps even slightly positive). In the US, core goods inflation fell by 0.4% month-over-month in April, the first outright decline in core goods prices since February 2021. The Manheim Used Vehicle Value Index has crested and is now 6.4% below its January peak (Chart 6). Global shipping rates have moved up a bit recently on the back of Chinese port shutdowns but remain well below their highs earlier this year (Chart 7). Chart 6Used Car Prices Appear To Have Peaked Chart 7Global Shipping Rates Are Well Off Their Highs It Is The Composition Of Spending That Is Distorted Despite the often-heard claim that US consumer spending is well above trend, the reality is that spending is more or less in line with its pre-pandemic trend (Chart 8). It is the composition of spending that is out of line: Goods spending is well above trend while services spending is well below. One might think that only the overall level of spending should matter for inflation, and that the composition of spending is irrelevant. However, this ignores the reality that services prices are generally stickier than goods prices. Companies that sold fitness equipment during the pandemic had no qualms about raising prices. In contrast, gyms barely cut prices, figuring that lower membership fees would do little to drive new business through the door (Chart 9). Chart 8Total US Consumer Spending Is Almost Exactly At Its Pre-Pandemic Trend, But The Composition Of Spending Remains Skewed Chart 9Asymmetries Matter: Firms Manufacturing Sports Equipment Jacked Up Prices, But Gyms Barely Cut Prices This asymmetry matters, and it suggests that goods inflation should continue to fall over the coming months as the composition of spending shifts back to services. A Lull In Wage Growth Wages are the most important determinant of services inflation. While it is too early to be certain, the latest data suggest that wage growth has peaked. The 3-month annualized growth rate in average hourly earnings for production and nonsupervisory workers slowed from 7.2% in the second half of 2021 to 3.8% in April (Chart 10). Assuming productivity growth of around 1.5%, this is consistent with inflation of only slightly more than 2%. Nominal wage growth is a function of both labor market slack and expected inflation. Slack should increase modestly during the rest of the year as labor participation recovers. Chart 11 shows that the labor force participation rate is still about 0.9 percentage points below where one would expect it to be, even adjusting for an aging population and increased early retirements. Chart 10Wage Growth Seems To Be Topping Out Chart 11Labor Participation Has Further Scope To Recover Employment has been particularly depressed among lower-wage workers (Chart 12). This should change as more low-wage workers exhaust their savings and are forced to seek employment. According to the Fed, the lowest-paid 20% of workers are the only group to have seen their bank deposits dwindle since mid-2021 (Chart 13). Chart 12More Low-Wage Employees Will Return To Work Chart 13The Savings Of Low-Wage Workers Are Dwindling Inflation expectations should come down as goods inflation recedes and oil prices come off their highs (Chart 14). Bob Ryan, BCA’s Chief Commodity Strategist, sees the price of Brent averaging $86/bbl in the second half of this year, down 16% from current levels.  Central Banks Will Dial Back The Hawkishness With inflation set to fall over the remainder of the year, and financial markets showing increasing signs of stress, the Fed and other central banks will adopt a softer tone. It is worth noting that the median terminal dot for the Fed funds rate actually declined from 2.5% to 2.4% in the March Summary of Economic Projections (Chart 15). Given that markets expect US interest rates to rise to 3.25% in 2023, the Fed may not want investors to further rachet up rate expectations. Chart 14US Inflation Expectations Should Recede If Oil Prices Drop Chart 15Rate Expectations Have Moved Well Above The Fed's Estimate of Neutral   The Bank of England has already veered in a more dovish direction. Its latest forecast, released on May 5, showed real GDP contracting slightly in 2023. Based on market interest rate expectations, the BoE sees headline inflation falling to 1.5% by end-2024, below its target of 2%. Even assuming that interest rates remain at 1%, the BoE believes that inflation will only be slightly above 2% at the end of 2024, implying little need for incremental policy tightening. Not surprisingly, the pound has sold off. We have been tactically short GBP/USD but are using this opportunity to turn tactically neutral. Given favorable valuations, we like the pound over the long run. Chart 16Spending In The Euro Area Is Well Below Its Pre-Pandemic Trend The euro area provides a good example of the dangers of focusing too much on short-term inflation dynamics. Supply-side disruptions stemming from the pandemic and the war in Ukraine have weighed on European growth this year. Yet, those very same factors have also pushed up inflation. Harmonized inflation across the euro area reached 7.5% in April, the highest since the launch of the common currency. The ECB is eager to put some distance between policy rates and the zero bound. However, there is little need for significant tightening. Unlike in the US, spending in the euro area is well below its pre-pandemic trend (Chart 16). If anything, more inflation would be welcome since that would give the ECB scope to bring real rates further into negative territory if economic conditions warrant it. To its credit, the Bank of Japan has stuck with its yield curve control system, even as bond yields have risen elsewhere in the world. Japan’s currency has weakened but given that inflation expectations are too low, and virtually all of its debt is denominated in yen, that is hardly a bad thing. Too Late? Has the surge in bond yields already done enough damage to the global economy to make a recession inevitable? We do not think so. As noted above, much of the recent harm has been caused by various dislocations, namely the war in Ukraine and the ongoing effects of the pandemic. As these dislocations dissipate, inflation will fall and global growth will recover. Despite the hoopla over how the US economy contracted in the first quarter, real private final sales to domestic purchasers (a measure of GDP growth that strips out the effects of changes in government spending, inventories, and net exports) rose by 3.7% at an annualized rate. As Table 1 shows, this measure of economic activity has the highest predictive power for GDP growth one-quarter ahead. Table 1A Good Sign: Real Final Sales To Private Domestic Purchasers Rose By 3.7% In Q1 Meanwhile, and completely overlooked at this point, S&P 500 earnings have come in 7.3% above expectations so far in Q1, with nearly 80% of S&P 500 companies surprising on the upside. Earnings are up 10.4% year-over-year in Q1. Sales are up 13.6%. Looking out to Q4 of 2022, S&P companies are expected to earn $60.93 in EPS, up 4.3% from what analysts expected at the start of the year. It is also worth noting that homebuilder stocks have basically been flat over the past 30 days, even as the S&P 500 has dropped by nearly 10% over this period. Housing is the most interest rate-sensitive sector of the economy. With the homeowner vacancy rate at record low levels, even today’s mortgage rates may not be enough to push the economy into recession (Chart 17). Economic vulnerabilities are greater outside the US. Nevertheless, there is enough pent-up demand on both the consumer and capital spending side to sustain growth. The Last Hurrah How long will the “Goldilocks” period of falling inflation and supply-side driven growth last? Our guess is about 18 months, starting this summer and lasting until the end of 2023. Unfortunately, as is often the case, the benign environment that will emerge in the second half of this year will sow the seeds of its own demise. Real wages are currently falling across the major economies (Chart 18). That has dampened consumer confidence and spending. However, as inflation comes down, real wage growth will turn positive. This will stoke demand, leading to a reacceleration in inflation, most likely in late 2023 or early 2024. Chart 17Tight Supply Makes Housing More Resilient Chart 18Real Wages Are Falling In Most Countries   In the end, central banks will discover that the neutral rate of interest is higher than they thought. That is good news for stocks in the short-to-medium run because it means that forthcoming rate hikes will not induce a recession. Down the road, however, a higher neutral rate means that investors will eventually need to value stocks using a higher discount rate. It also means that the disinflation we envision over the next 18 months will not last. All this puts us in the rather lonely “transitory transitory” camp: We think much of today’s high inflation will prove to be transitory, but the transitory nature of that inflation will itself be transitory. Be that as it may, the next 18 months of falling inflation and receding recession fears could see stocks recover much of their losses. For most investors, that is too long a period to sit on the sidelines. The “Last Hurrah” for equities is coming. Taking Partial Profits On Our Short Treasury, Long Value/Growth, And Short Bitcoin Trades We continue to think that over a 5-year horizon, bond yields will rise from current levels, value stocks will outperform growth stocks, and crypto prices will fall. However, with the “Last Hurrah” approaching, countertrend rallies are likely. To express this view, we recommend taking half profits on our short 10-year Treasury trade recommendation (up 9.3% from an initial entry yield of 1.45% on June 30, 2021). We are also halving our long global value/growth position (up 20.1% since inception on December 10, 2020), and our short Bitcoin position (up 98% based on our exponential shorting technique). Peter Berezin Chief Global Strategist peterb@bcaresearch.com Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Special Report

Listen to a short summary of this report.         Executive Summary The Number Of Babies Born In China Has Fallen By Close To 30% Since 2019 The number of births collapsed during the pandemic. While the preliminary evidence suggests that fertility rates are starting to recover in most developed economies, they remain well below the level necessary to maintain a stable population. Aging populations are putting strain on pension and health care systems. They are also threatening to undermine geopolitical influence. The conventional wisdom is that there is not much that can be done to lift fertility rates. While it is true that government subsidies to encourage parents to have more children are not especially effective, other policies, such as cheaper child care, are more promising. Rather than discouraging property investment, China is likely to increase housing supply in order to make family formation more affordable. This could boost commodity demand. More contentiously, the use of IVF technologies to select for certain traits such as higher intelligence in children could open up a new front on the geopolitical battlefield that few analysts are expecting. Regardless of government policy, birth rates will eventually rise of their own accord because both cultural and genetic evolution will select for families that wish to have more children. In the long run, faster population growth will lead to stronger corporate sales, which is a plus for equities. Over a shorter-term horizon, however, the global dependency ratio could end up increasing, as the number of retirees rises while the number of children that parents need to support goes up. This could put upward pressure on interest rates and bond yields. Bottom Line: Contrary to popular opinion, global fertility rates may be bottoming and could rise significantly over the long run. While this trend will eventually benefit stocks, it is likely to come at the expense of higher bond yields.    Dear Client, We tactically downgraded global equities from overweight to neutral on February 28th. As we discussed last week in our report entitled “Here Comes Goldilocks,” we see a more fortuitous environment emerging in the second half of the year, which suggests that stocks will likely be higher over a 12-month horizon. This week, we step back from recent market action to focus on a long-term investment theme of great importance: demographic change. Contrary to the conventional wisdom that sees birth rates continuing to fall over the next few decades, we argue that developed economies may be on the cusp of a strong and sustained baby boom.  I will be visiting clients in the San Francisco Bay Area next week. Instead of our regular report, we will be sending you a Special Report written by Irene Tunkel, BCA’s Chief US Equity Strategist. Irene will discuss inflation regimes and their implications for US equities. Best regards, Peter Berezin, Chief Global Strategist Baby Bust At the start of the pandemic, some speculated that with little else to do, couples would spend more time in bed, leading to a mini baby boom. As it turned out, the exact opposite happened: Birth rates plunged around the world. In the US, the number of babies born in January 2021 was about 10% lower than one would have expected based on the pre-pandemic trend. Similar shortfalls were observed in the UK, France, Italy, Spain, and Japan (Chart 1). In China, the number of births fell by almost 30% between 2019 and 2021 to the lowest level since 1949 (Chart 2). Chart 1The Birth Rate Has Recovered Since The Start Of The Pandemic But Remains Below Levels Consistent With A Stable Population Chart 2The Number Of Babies Born In China Has Fallen By Close To 30% Since 2019 While the pandemic continues to restrain fertility in China, the latest data from developed economies suggest births have rebounded. Nevertheless, birth rates remain far below the level necessary to maintain stable populations. A recent study in The Lancet estimated that more than three-quarters of countries would have below-replacement fertility rates by the end of the century. The study estimated that the global population would peak at 9.7 billion in 2064 and decline to 8.8 billion by 2100. Alarm Over Low Birth Rates Low birth rates have become a major cause of concern for policymakers. Aging populations are putting strain on pension and health care systems. The OECD expects the old-age dependency ratio to double from 30% to 60% by 2075 (Chart 3). Pension spending in the OECD is projected to rise by 1.4% of GDP over the next 40 years. Chart 3Conventional Forecasts Expect The Population To Grey Over The Coming Decade Chart 4The UN Projects China's Working-Age Population Will Shrink By 400 Million Over The Remainder Of The Century Health care spending is likely to grow at an even faster pace. In the US, the Congressional Budget Office sees federal government-financed health care spending rising from 5.7% of GDP to 9.4% of GDP by 2050. As has been the case in Japan and Russia, and could be the case in China, a shrinking population threatens to undermine geopolitical influence. The UN estimates that China’s working-age population will decline from about 1 billion to less than 600 million by the end of the century. By 2100, Nigeria’s working-age population is projected to approach China’s (Chart 4). It is difficult to be an economic and military superpower if you do not have enough workers and soldiers.   Pro-Natal Subsidies: Little Bang for the Buck Governments are responding by adopting increasingly aggressive pro-natal policies. According to the UN, more than 50 countries have officially declared their intention to increase fertility rates (Chart 5). Chart 5Governments Are Actively Trying To Raise Fertility Rates Chart 6Fertility Rates Keep Dropping In OECD Countries Amid Rising Government Incentives Various European countries, ranging from Estonia, Germany, Greece, Finland, France, Italy, and Lithuania to the UK offer varying bonus payments to new parents. Japan and Singapore both have baby bonus schemes. South Korea, which has the lowest fertility rate in the world, recently increased the reward it pays to mothers from US$500 to US$1,700. The most significant pro-natal shift has come from China. After having officially abandoned its one-child policy in 2016, China announced last year that it will allow couples to have up to three children. We expect China to introduce generous subsidies to encourage childbirth over the next few years. Will such policies arrest the decline in birth rates? There are certainly reasons to be skeptical. Chart 6 shows that spending on family benefits in OECD economies rose from 1.5% to 2.1% of GDP over the past 40 years. Yet, the fertility rate fell from 2.25 to 1.66 over this period. Can Anything Turn the Tide? A number of structural forces have contributed to lower fertility rates. These include increased female labor market participation, readily available birth control, falling child mortality, and rising housing and educational costs. The availability of government-provided income support and health care has also arguably reduced the historic role that children have played in supporting their parents in old age. The conventional wisdom is that these forces will only strengthen in the future, ensuring that fertility rates keep dropping. I am not so sure. Are Children Inferior, Normal, or Veblen goods? While it is rather awkward to think of the decision to have children in economic terms, there is some logic to this approach. Economists tend to distinguish between substitution and income effects. The substitution effect for children is negative: As wages rise, the opportunity cost of having children goes up. In contrast, a number of studies have documented that the income effect is positive: Give a couple an extra $1 million, no strings attached, and that could push them over the line in deciding to have an additional child (in economic parlance, children are “normal” rather than “inferior”). Economists have long known that labor supply curves tend to be “backward bending” (Charts 7A & B). The classic example is that of leisure. As wages initially rise from low levels, people may seek to work more (and hence, consume less leisure). Eventually, however, if wages rise enough, people will cut back on work in order to enjoy the fruits of their labor. Chart 7ABackward-Bending Demand Curves May Also Apply To Children Chart 7BLower Child-Rearing Costs Would Improve The Demographic Problem The same sort of backward-bending demand curve may apply to children. As wages rise above a certain threshold, parents may decide that they can afford to have more children. Chart 8 shows that the correlation between per capita income and realized fertility has turned positive in developed economies. Chart 8Correlation Between Incomes And Realized Fertility Has Turned Positive In Developed Countries Looking out, it is possible that children will become “Veblen” goods, named after nineteenth-century economist Thorstein Veblen, who coined the term “conspicuous consumption.” With many luxury goods now available to the masses, what better way to signal that one has made it to the top than to have five kids in Manhattan or Beverly Hills? How Expensive Are Children, Really? Across most developed economies, women tend to end up having fewer children than they would like (Chart 9). While difficulty in finding a suitable spouse is sometimes cited as a reason, the financial hardship associated with parenting usually ranks higher. Chart 9Most Women Are Having Fewer Children Than They Desire Chart 10Depression Rates Among Children And Teenagers Have Been Increasing Over The Past Decade According to one recent estimate, it costs nearly $300,000, excluding college tuition, to raise a child in the US. This number, however, is conditional on what society currently deems appropriate for rearing children. If the incremental cost of a child were to decline, the slope of the budget constraint in Chart 7B would become flatter, implying that both the income and substitution effects would reinforce each other in the direction of having more children. Could society eventually conclude that the cost of having a child is not as large as widely perceived? The idea is not as far-fetched as it sounds. Having turned 50 this week, I find it interesting to look back at how much cultural norms towards kids have changed over the past few decades. Growing up in Hamilton Ontario, I remember taking the public bus alone at the age of 10 to school, the pool, or anywhere else I wanted to go. Are kids even allowed to leave the house unattended anymore? As Derek Thompson points out in a recent article in The Atlantic, American parents have nearly doubled the amount of time spent raising their kids. And what has the advent of helicopter parenting achieved? It is difficult to point to any concrete benefits. Depression rates among children and teenagers have soared (Chart 10). While the proliferation of social media has exacerbated childhood angst, the tendency for parents to try to shield their children from hardship and failure has probably only made things worse. Does Schooling Matter Much? Sticking with the issue of schooling, to what extent does the modern parental preoccupation with education actually benefit children? Probably a lot less than parents realize. IQ is highly correlated with educational achievement and many other favorable life outcomes (Chart 11). IQ scores are by far the best predictors of job performance, much better than fashionable concepts such as “emotional intelligence” (Chart 12). Chart 11IQ Tests Don’t Just Measure How Well You Can Do On An IQ Test Chart 12Cognitive Ability Matters A Lot For Job Performance In healthy, well-nourished populations, genetics explains about 50% of IQ variation at age ten and 80% in adulthood (Chart 13). In fact, IQ is almost as heritable as height (Chart 14). Chart 13The Heritability Of IQ Reaches 80% By Adulthood Chart 14IQ Is Almost As Heritable As Height When a child suffers from economic or social deprivation, improvements to their environment can have a large positive impact on their cognitive performance. However, beyond a certain environmental threshold, there is not much that parents can do. A recent study concluded that “there is only a marginal and inconsistent influence of parenting on offspring IQ in adolescence and young adulthood.” Table 1A Poisoned Chalice? Genetic Screening Can Raise IQ Even musical training, which parents often spend a fortune on, does not appear to generate any knock-on benefits for math or language skills. As much as I hate to say it, the evidence suggests that the most reliable way to enhance a child’s educational prospects is to endow them with high IQ genes. I will not speak to the questionable ethics of doing so, but as I discussed in my report on the rise and fall of human intelligence a few years ago, the technology is coming. Carl Shulman and Nick Bostrom estimate that genetic screening could boost average IQs by up to 65 points in five generations (Table 1).   The Stork Wars The ability to engineer high-IQ children through IVF technologies could open up a front on the geopolitical battlefield that few analysts are expecting. Such a battlefield for geopolitical supremacy will take place at a time when China and Russia, on the one side, and much of the West, on the other side, are moving in polar opposite directions on a variety of cultural issues. The empirical evidence suggests that there is a U-shaped relationship between gender equality and fertility rates. Both patriarchal societies, such as those in parts of the Middle East, and egalitarian societies, such as those in Scandinavia, have been able to maintain relatively high fertility levels. Between these two extremes, fertility rates are typically well below replacement. Whereas most Western nationals have sought to promote gender equality in recent years, China and Russia have shifted in a more traditionalist direction. Last April, China’s government shut down a number of feminist social media groups. This followed a statement by China's Education Ministry that the government would seek to “cultivate masculinity.” Boys were becoming “delicate, timid and effeminate,” a key government advisor declared. Ironically, both the traditionalist and egalitarian approaches could lift fertility rates, but at the cost of an ever-wider cleavage in the global culture wars. The Long-Term Outlook for Fertility Rates: Up, Up, and Away? In a world of abundant material resources, a steady or declining population is not an evolutionary stable equilibrium. As long as there are some selection pressures towards having more offspring, in the absence of offsetting forces, evolution will push up fertility rates.  In the pre-industrial era, parents with many children often struggled to keep enough food on the table. The correlation between parent and child fertility was close to zero, meaning that children who came from big families did not have more surviving offspring than children from small families. After the Industrial Revolution, the correlation turned positive, and by most indications, has been rising over the past few decades. Were it not for the positive correlation between parent and child fertility, global population levels would be even lower today. How high could birth rates climb if the cultural forces, which have suppressed fertility over the past century, abate? The natural tendency is to think that evolution works too slowly to matter. However, this represents a misreading of the evidence. When there are evolutionary disequilibria – that is, when the environment changes in ways that renders existing reproductivity strategies suboptimal – natural selection can work surprisingly fast. Contrary to the widespread notion that human evolution stopped before the Agricultural Revolution, a recent study in Nature found that 88% of physiological traits have undergone polygenic change during the past 2,000 to 3,000 years. Using plausible estimates of intergenerational fertility correlations, Jason Collins and Lionel Page calibrate a model of global population growth. In contrast to more conventional demographic models, they conclude that global population growth, rather than turning negative later this century, will accelerate. In their baseline model without any heritability effects, the global total fertility rate falls to 1.82 by the end of the century. Once heritability effects are included, the projected total fertility rate rises to 2.21 (Chart 15). The largest effects are for Europe and North America, the first two regions to undertake a demographic transition to (temporarily) low birth rates. The authors see the European median total fertility rate rising to 2.46 by the end of the century, with the North American rate increasing to 2.67. Chart 15Natural Selection Could End Up Boosting Fertility Rates Over The Long Run Notably, the support ratio – the ratio of workers-to-consumers – continues to fall in their model over the remainder of the century. They conclude: “Once the increase in number of children is taken into consideration, the higher number of children in the heritability model merely shifts the nature of the burden rather than ameliorating it.” Investment Conclusions The world is at a demographic inflection point. After rising steadily for four decades, the global support ratio has peaked (Chart 16). Baby boomers are beginning to leave the labor market en masse. While they were working, they accumulated a lot of assets. In the US, baby boomers hold more than half of all household wealth (Chart 17). Chart 16Less Workers And More Consumers Over The Next Decades Chart 17Baby Boomers Hold More Than Half Of Wealth In The US Going forward, rather than working and saving, baby boomers will spend down their wealth. The global pool of savings will shrink, putting upward pressure on equilibrium real interest rates and bond yields. Faced with the prospect of shrinking work forces, strained social security systems, and declining geopolitical influence, countries with low or negative population growth will offer increasingly generous subsidies to encourage couples to have more children. The resulting bigger budget deficits will further drain national savings. In and of themselves, government subsides are unlikely to significantly boost birth rates. More holistic policies will be needed, including steps to reduce the cost of child care and housing. Rather than discouraging property investment, China is likely to increase housing supply in order to make family formation more affordable. This could help support commodity demand.  Governments will try to influence the social and cultural narrative on family matters.In some cases, the impact could be quite innocuous, such as China’s decision to ban for-profit tutoring companies in order to ease pressure on students and parents. In other cases, the impact could be very contentious, leading to an escalation in the so-called culture wars. Regardless of the policy measures that governments adopt, birth rates will eventually rise of their own accord because both cultural and genetic evolution will select for families that wish to have more children. In the long run, faster population growth will lead to stronger corporate sales, which is a plus for equities. Over a shorter-term horizon, however, the global dependency ratio could end up increasing, as the number of retirees rises while the number of children that parents need to support goes up. On balance, therefore, we see demographic trends as being somewhat negative for stocks over the next one-or-two decades. Peter Berezin Chief Global Strategist peterb@bcaresearch.com Follow me on  LinkedIn Twitter View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Executive Summary US biotech is trading at its greatest discount to the market. Ever. Much of biotech’s underperformance is due to transient factors: specifically, the sell-off in long-duration bonds; the focus on delivering a Covid vaccine; regulatory concerns; a drought in M&A; and a flood of IPOs. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. If, as we expect, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. Fractal trading watchlist: We focus on biotech, and add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. US Biotech Is Trading At Its Greatest Discount To The Market. Ever Bottom Line: Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. Feature Every now and then comes a rare opportunity to buy a deeply unloved asset at a bargain basement price. We believe that now provides such an opportunity for the beaten-down biotech sector – especially the US biotech sector which is trading at its greatest discount to the market. Ever. But before we go into the specifics of biotech, let’s quickly discuss the recent action in the broader market. The Past Year Has Been All About ‘Duration’ A good way to think of any investment is to compress all its cashflows into one future ‘lump-sum payment.’ The length of time to this lump-sum payment is the investment’s ‘duration.’ And the present value of the investment is just the discounted value of this lump-sum payment, where the discount factor will depend on the required return on the investment combined with its duration.1 It follows that, all else being equal, the present value of a long-duration stock must rise and fall in line with the present value of an equally long-duration bond – because their discount factors move in lockstep. And, as we have been banging on in recent weeks, this simple observation is all you need to explain market action over the past year. For the 30-year T-bond, 2.4-2.5 percent is an important resistance level. Given that long-duration indexes such as the Nasdaq, S&P 500 and MSCI Growth have the same duration as the 30-year T-bond, they have been tracking the 30-year T-bond price one-for-one (Chart I-1 and Chart I-2). Hence, when the long-duration bond rallied, these stock markets outperformed shorter-duration indexes such as the FTSE100 and MSCI Value; and when the long-duration bond sold off, they underperformed. Chart I-1The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One Chart I-2MSCI Growth Has Been Tracking The 30-Year T-Bond Price One-For-One The Russian invasion of Ukraine has catalysed a retreat in the 30-year T-bond yield from a ‘line in the sand’ at 2.4-2.5 percent, which we have previously highlighted as an important resistance level. If, as we argued in A Massive Economic Imbalance, Staring Us In The Face, the 30-year T-bond (price) continues to rally, then long-duration sectors and stock markets will resume their outperformance versus shorter-duration sectors and stock markets. US Biotech Is Trading At Its Greatest Discount To The Market. Ever Over the longer term, the bigger driver of the stock price will not be the discount factor on the future lump-sum payment; the bigger driver will be the size of the lump-sum payment itself. For any company, industry, or stock market, this expected lump-sum payment will evolve in line with current profits multiplied by a ‘structural growth multiple.’ It turns out that while current profits are updated every quarter, the structural growth multiple does not change much from quarter to quarter, year to year, or even decade to decade. Yet occasionally, it can phase-shift violently downwards when an event, or realisation, shatters the market’s lofty hopes for structural growth. Occasionally, an event or realisation shatters the market’s lofty hopes for structural growth. For example, after the dot com bubble burst it became clear that the sky-high hopes for non-US tech companies were just pie in the sky. The result was that their structural growth multiple halved, which weighed down non-US tech stocks for the subsequent 10 years (Chart I-3). Chart I-3After The Dot Com Bust, The Structural Growth Multiple For Non-US Tech Collapsed More recently, the realisation that Facebook – or Meta Platforms as it is now known – is losing subscribers was the gestalt moment that shattered hopes for its structural growth. Note that while its 2022 profits are down slightly, the Meta share price has collapsed, indicating a big hit to the structural growth multiple (Chart I-4). Chart I-4Facebook's Structural Growth Multiple Has Collapsed Conversely, there are rare occasions when a phase-shift down in a structural growth multiple is unwarranted or has gone too far. Right now, a case in point is the biotech sector, especially the US biotech sector. Relative to the relationship of the 2010s decade, US biotech’s structural growth multiple has halved (Chart I-5). The result is that US biotech is trading at the greatest valuation discount to the market (-20 percent). Ever. It is also trading at its greatest valuation discount to the broader tech sector (-35 percent). Ever (Chart I-6 and Chart I-7). Chart I-5US Biotech's Structural Growth Multiple Has Halved, But Is Such A Massive De-Rating Justified? Chart I-6US Biotech Is Trading At Its Greatest Ever Discount To The Market... Chart I-7...And Its Greatest Ever Discount To Big-Tech Another way of putting it is that in the post-pandemic era, while the structural growth multiple for the broader tech sector is largely unchanged, the structural growth multiple for biotech has collapsed by 40 percent (Charts I-8, I-11). Begging the question, is such a massive structural de-rating justified? Chart I-8US Tech's Structural Growth Multiple ##br##Is Unchanged... Chart I-9...But US Biotech's Structural Growth Multiple Has Collapsed Chart I-10Global Tech's Structural Growth Multiple##br## Is Unchanged... Chart I-11...But Global Biotech's Structural Growth Multiple Has Collapsed Much Of Biotech’s Underperformance Is Due To Transient Factors We have identified five culprits for biotech’s recent underperformance, but they are largely transient: The sell-off in long-duration bonds: Ironically, though the market has downgraded biotech’s structural growth, it has still behaved like a long-duration sector that has tracked the sell-off in the 30-year T-bond. Hence, if the long-duration bond rallies, it will boost biotech stocks. The focus on delivering a Covid vaccine: While biotech was developing a Covid vaccine, investors became enamoured with the sector, but once the vaccine was delivered, investors fell out of love with the sector. Yet there is more to biotech than a provider of vaccines, and as we show in the final section, the sell-off has gone too far. Regulatory concerns: In the US there has been some concern about the dilution of a biotech company’s intellectual property (IP) rights – known as March-In-Rights – if government funding or research has contributed to an innovation. In practice though, the sophistication of most innovations means that IP would remain with the innovator. There has also been concern about drug pricing reform, but as is normal in any negotiation, the opening extreme position is likely to get watered down. A drought in M&A: The focus on Covid, plus the uncertainty around regulation, has led to a drought in the M&A activity that is usually the mechanism to crystallize value. Still, for long-term investors, value is value, whether it is crystallized or not. Furthermore, the drought in M&A cannot last forever. A flood of IPOs: The more than 100 biotech IPOs in 2021 was double the usual rate, creating an oversupply and indigestion for specialist investors in the sector. But given the poor performance of the sector, the IPO flood is likely to recede through 2022-23 in a self-correction. So, we come back to the question: is it right to price a structural growth outlook for biotech worse than the overall market and much worse than for big-tech? If anything, it is big-tech that faces the much greater existential risk in the form of Web 3.0 – which will remove big-tech’s current ownership of the internet, thereby wiping out its very lucrative business model. Look out for our upcoming Special Report on this major theme. To repeat, the market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market, when most of the headwinds it faces are transient. All of which leads to two investment conclusions. The market is valuing US biotech at a record 40 percent discount to big-tech, and at its most unloved versus the broad market. Overweight US biotech versus US big-tech, both tactically and structurally. Long-only investors with a time horizon of at least 2 years should go outright long biotech, especially US biotech. Fractal Trading Watchlist This week’s analysis focusses on our main theme, biotech, and we add US banks versus consumer services, Norway versus China, Greece versus euro area, and BRL/NZD. Reinforcing the arguments in the preceding sections, US biotech is deeply oversold versus broader tech, reaching a point of fractal fragility that signalled several significant turning-points through the past two decades (Chart I-12). Accordingly, this week’s recommended trade is to go long US biotech versus US tech, setting the profit target and symmetrical stop-loss at 17.5 percent. Chart I-12US Biotech Is Deeply Oversold Versus Broader Tech   US Banks Are At Risk Of Reversal Norway's Outperformance Could End Greece's Snapback At A Resistance Point BRL/NZD At A Resistance Point Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 Defined fully, the duration of an investment is the weighted-average of the times of its cashflows, in which the weights are the present values of the cashflows. Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations  

Highlights In the short term, the US stock market price will track the 30-year T-bond price, with every 10 bps move in the yield moving the stock market and bond price by 2.5 percent. We think that the bond market will not allow the stock market to suffer a peak-to-trough decline of more than 15-20 percent. Given that the drawdown is already 10 percent, it equates to no more than 20-40 bps of upside for the 30-year T-bond yield, to a level of 2.3-2.5 percent. Hence, we are quite close to an entry-point for both stocks and long-duration bonds. In the next few years, the structural bull market will continue, ending only at the ultimate low in the 30-year bond yield. But on a 5-year horizon, the blockchain will be the undoing of the US stock market – by undermining the vast profits that the US tech behemoths make from owning, controlling, and manipulating our data and the digital content that we create. In that sense, the blockchain will ultimately reveal – and pop – a ‘super bubble’. Fractal trading watchlist: We add Korea and CAD/SEK, and update bitcoin, biotech, and nickel versus silver. Feature Chart of the WeekIf The Market Is Not Far From Its Fundamentals, Can This Really Be A 'Super Bubble'? Why has the stock market started 2022 on such a poor footing? Chart I-2 and Chart I-3 identify the main culprit. Through the past year, the tech-heavy Nasdaq index has been tracking the 30-year T-bond price on a one-for-one basis, while the broader S&P 500 shows a connection that is almost as good. Chart I-2The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One... Chart I-3…The S&P 500 Has Also Been Tracking The 30-Year T-Bond Price Therefore, as the 30-year T-bond price has taken a tumble, so have growth-heavy stock markets. Put simply, the ‘bond component’ of these stock markets has been dominating recent performance, overwhelming the ‘profits component’ which tends to move more glacially. It follows that the short-term direction of the stock market has been set – and will continue to be set – by the direction of the 30-year T-bond price. Stocks And Bonds Are Nearing A ‘Pinch Point’ The next few paragraphs are necessarily technical, but worth absorbing – as they are fundamental to understanding the stock market’s recent sell-off, as well as its future evolution. The duration of any investment quantifies how far into the future its cashflows lie, by averaging those cashflows into one theoretical future ‘lump sum’. For a bond, the duration also equals the percentage change in the bond price for every 1 percent change in its yield.1 Crucially, the duration of the US stock market is the same as that of the 30-year T-bond, at around 25 years. Therefore, if all else were equal, the US stock market price should track the 30-year T-bond price, with every 10 bps move in the yield moving the stock market and bond prices by 2.5 percent. In the long run of course, all else is not equal. The 30-year T-bond generates a fixed income stream, whereas the stock market generates income that tracks profits. Allowing for this difference, the US stock market should track: (The 30-year T-bond price) multiplied by (profits expected in the year ahead) multiplied by (a constant) In which the constant expresses the theoretical lump-sum payment 25 years ahead as a multiple of the profits in the year ahead – and thereby quantifies the expected structural growth in profits. We can ignore this constant if the structural growth in profits does not change. Nevertheless, remember this constant, as we will come back to it later when we discuss a putative ‘super bubble’. The ‘bond component’ of the stock market has been dominating recent performance. This model for the stock market seems simplistic. Yet it provides an excellent explanation for the market’s evolution through the past 40 years (Chart I-4), as well as through the past year in which, to repeat, the bond component has been the dominant driver. Chart I-4The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits In the short term then, given the 25 year duration of the US stock market, every 10 bps rise in the 30-year T-bond yield will drag down the stock market by 2.5 percent. We can also deduce that the sell-off will be self-limiting and self-correcting, because at some ‘pinch point’ the bond market will assess that the deflationary impulse from financial instability will snuff out the recent inflationary impulse in the economy. Where is that pinch point? Our sense is that the bond market will not allow the stock market to suffer a peak-to-trough decline of more than 15-20 percent. Given that the drawdown is already 10 percent, it equates to no more than 20-40 bps of upside for the 30-year T-bond yield, to a level of 2.3-2.5 percent. Hence, we are quite close to an entry-point for both stocks and long-duration bonds. The Case Against A ‘Super Bubble’ (And The Case For) As is typical, the recent market setback has unleashed narratives of an almighty bubble starting to pop. Stealing the headlines is value investor Jeremy Grantham of GMO, who claims that “today in the US we are in the fourth super bubble of the last hundred years.” Is there any merit to Mr. Grantham’s claim? An investment is in a bubble if its price has completely broken free from its fundamentals. For example, in the dot com boom, the stock market did become a super bubble. But as we have just shown, the US stock market today is not that far removed from its fundamental components of the 30-year T-bond price multiplied by profits. At first glance then, Mr. Grantham appears to be wrong (Chart of the Week). Still, if the underlying components – the 30-year T-bond and/or profits – were in a bubble, then the stock market would also be in a bubble. In this regard, isn’t the deeply negative real yield on long-dated bonds a sure sign of a bubble? The answer is, not necessarily. As we explained last week in Time To Get Real About Real Interest Rates, the deeply negative real yield on Treasury Inflation Protected Securities (TIPS) is premised on an expected rate of inflation that we should take with a huge dose of salt. Putting in a more realistic forward inflation rate, the real yield on long-dated bonds is positive, albeit just. What about profits – are they in a bubble? The US (and world) profit margin stands at an all-time high, around 20 percent greater than its post-GFC average (Chart I-5). But a 20 percent excess is not quite what we mean by a bubble. Chart I-5Profit Margins Are At An All-Time High There is one final way that Mr. Grantham could be right, and for this we must come back to the previously mentioned constant which quantifies the expected long-term growth in profits. If this expected structural growth were to collapse, then the stock market would also collapse. This is precisely what happened to the non-US stock market after the dot com bust, when the expected structural growth – and therefore the structural valuation – phase-shifted sharply lower (Chart I-6 and Chart I-7). As a result, the non-US stock market also phase-shifted sharply lower from the previous relationship with its fundamentals (Chart I-8). Could the same ultimately happen to the US stock market? Chart I-6The Structural Growth And Valuation Of Non-US Stocks Phase-Shifted Down... Chart I-7...Could The Same Happen To ##br##US Stocks? Chart I-8Non-US Stocks Phase-Shifted Lower From Their Previous Relationship With Fundamentals The answer is yes – and the main risk comes from the blockchain and its threat to the pseudo-monopoly status that the US tech behemoths have in owning, controlling, manipulating, and monetising our data and the digital content that we create. If the blockchain returned that ownership and control back to us, it would devastate the profits of Facebook, Google, and the other behemoths that dominate the US stock market. If the expected structural growth were to collapse, then the stock market would also collapse. That said, the blockchain is a long-term risk to the stock market, likely to manifest itself on a 5-year horizon. Before we get there, in the next deflationary shock, the 30-year T-bond yield has the scope to decline by at least 150 bps, equating to a 40 percent increase in the ‘bond component’ of the US stock market. To conclude, the structural bull market will end only at the ultimate low in the 30-year bond yield. And then, the blockchain will reveal – and pop – a ‘super bubble’. Fractal Trading Watchlist This week we add Korea and CAD/SEK, and update bitcoin, biotech, and nickel versus silver. Of note, the near 30 percent underperformance of Korea through the past year has reached the point of fractal fragility that has signalled previous major reversals in 2015, 2017 and 2019 (Chart I-9). Accordingly, this week’s recommended trade is to go long Korea versus the world (MSCI indexes), setting the profit target and symmetrical stop-loss at 8 percent.  Chart I-9Korea Is Approaching A Turning Point Versus The World Korea Approaching A Turning Point Versus EM CAD/SEK Could Reverse Bitcoin Near A First Support Level Biotech Approaching A Major Buy Nickel Approaching A Sell Versus Silver Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Defined fully, the duration of an investment is the weighted average of the times of its cashflows, in which the weights are the present values of the cashflows. Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations