Equities

Special Report

Highlights Contrary to popular belief, the correlation between changes in interest rates and equity returns is not fixed: Stock prices have generally risen as yields have fallen over the last four decades, but there is no rule that states equity returns and bond yields will be inversely related. Tech stocks’ tight recent inverse correlation with interest rates is a new phenomenon and we expect it will be temporary: Relative differences in earnings have driven relative returns since the global financial crisis and their mirror image correlation with interest rates was a pandemic anomaly that has already withered. Rising interest rates are not a good reason for equity investors to reduce their Tech exposures: The conventional wisdom is not always wrong, but it almost never generates alpha. In this case, we believe the crowd has fallen for a fleeting illusion that will not persist. Feature Table 1Lapping The Field Perhaps nothing has lately generated more consensus agreement among equity strategists and other top-down observers than the claim that Tech stocks are particularly vulnerable to rising interest rates. Thanks to the Tech sector’s track record of generating outsized growth (Table 1), its future earnings streams are expected to be larger for longer than other sectors’, making them somewhat akin to long-maturity bonds from a duration perspective. Go-go growth stocks and Treasuries make for strange bedfellows, no matter how logical the earnings-stream reasoning may appear to be at first glance, and we view the application of duration concepts to equities as a stretch in any event. In this Special Report, we make the case that the recently observed tight inverse correlation between relative Tech sector performance and the 10-year Treasury yield is anomalous and should not be expected to persist. Right Church, Wrong Pew Duration is the weighted-average term to maturity of a bond’s cash flows and describes its price sensitivity to changes in interest rates. It is an essential feature of fixed income markets but attempts to extend the concept to equities necessarily fall flat. Bondholders receive interest and principal payments subject to a contractually fixed schedule that makes valuing a bond, especially one with negligible credit risk, a simple exercise in arithmetic. The present value of any bond (PV) is equal to the sum of its discounted series of cash flows, as in the equation , where x = one of a series of n semi-annual payments, r = the discount rate and t = the time in years when the next payment will be received. Assuming that all the interest payments and the principal payment will be received on time, the only variable term in the bond present value equation is the discount rate, r. As r appears solely in the denominator, a bond’s present value is inversely related to its moves. The cash streams accruing to stockholders are inherently unpredictable, however, and the present value of an equity interest is subject to fluctuations in the realized and estimated future values of x as well as changes in discount rate r. Forces that move r may or may not also move x and it is uncertain whether the numerator or denominator will exert a greater impact if they move together, as they might be expected to do in the case of the high-growth Tech sector. The explanatory power of changes in interest rates weakens as cash flow uncertainty increases. Month-over-month changes in the 10-year Treasury note yield1 explain virtually all the variation in one-month Bloomberg Barclays Treasury Index total returns (Chart 1, top panel). As cash flows become more uncertain with the introduction of modest credit risk, the correlation slips to -40% (Chart 1, middle panel). It weakens even further and flips its sign with equities, which have done better since the financial crisis when the 10-year yield rises than when it falls (Chart 1, bottom panel). Bottom Line: Duration is a metric for measuring bonds’ price sensitivity to changes in interest rates. Because of the uncertain nature of a company’s future cash flows and the multitude of independent variables that influence them, duration is an ill fit with equities. The Post-Crisis Experience The empirical record poses several challenges to the conventional wisdom about Tech stocks and interest rates, beginning with their desultory relationship in the first ten years following the financial crisis. From 2009 through 2018, changes in the 10-year yield are unable to explain any of the variability in relative Tech returns, though they exhibit a tight correlation beginning in 2019 (Chart 2). Tech stocks were utterly indifferent to the yield spikes of 2009 and 2010-11, as well as the sharp intervening decline in 2010, and only began to separate themselves from the field following the Brexit vote, outperforming the overall S&P 500 by 30 percentage points in just two years while the 10-year yield rose from 1.5% to 3%. They then proceeded to blow away the index as yields fell from 2.75% at the end of 2018 to 0.5% at the mid-2020 COVID bottom and have since fought the index to a draw despite a 100-basis point backup above 1.6%. Chart 2Nothing More Than A Lockdown Fling In contrast to their all-over-the-map relationship with the level of interest rates, Tech stocks have exhibited a consistently tight fit with relative trailing earnings. A quantitatively inclined visitor from outer space viewing Chart 3 might reasonably conclude that relative Tech stock performance is fully explained by earnings, and all other variables are noise. The series have moved nearly in lockstep with each other and show that Tech’s relative trailing P/E multiple has been quite stable since the crisis. Until relative prices and relative earnings began heading in separate ways as the latter began to slip this Spring, Tech’s relative post-crisis outperformance had entirely been earned, not given. Chart 3Case Closed? Multiples provide an opportunity for interest rate changes to re-enter the discussion. In a direct sense, Tech earnings are comparatively immune to moves in interest rates (the sector’s biggest constituents have immaterial amounts of debt and do not sell big-ticket items that have to be financed), though one might expect the price investors are willing to pay to claim a share of their comparatively backloaded future cash flows may well fluctuate with them. Chart 4, however, shows that the Tech sector’s relative forward multiple has not exhibited a consistent relationship with rates – the correlation between multiples and rates was positive and fairly strong from 2009 through 2018 but weakened and turned negative beginning in 2019. From 1995, when the forward multiple series began, through 2008 (not shown in the chart) the relationship was very weak and negative, generating an r-squared of just 1.4%. Chart 4Defying The Duration Intuition The relationship between relative four-quarter forward earnings expectations and the 10-year yield sheds some light on how so many observers have been hoodwinked into mistaking correlation for causation. Excepting stretches at the beginning and the end of the 2009-2018 period, when relative forward estimates paid no heed to swings in interest rates, they exhibited a modest negative correlation with the 10-year yield (Chart 5). They moved together with one mind across all of 2020, but that solidarity appears anomalous when viewed against the entire post-crisis record generally and the years that bracket it specifically. In 2018-19, the two years preceding peak pandemic conditions, and 2021, the year following them, Tech’s relative forward earnings expectations have been flatly indifferent to the rate backdrop. Chart 5One-Off We submit that the recently observed tight correlation between the 10-year yield and relative forward earnings expectations is an isolated pandemic phenomenon. As bond yields plunged in 2020 due to extraordinary monetary accommodation and fears of a worst-case economic outcome, Tech’s heavy concentration of pandemic winners shot the lights out in terms of actual and projected earnings. Away from the narrow 2020 sample, however, the other twelve years of post-crisis data suggest that there’s no relationship between forward earnings expectations and interest rates. Tech outearned the broader market at a steady rate for the ten years preceding the pandemic without regard for the rates market’s gyrations. Investment Implications Interest rates are a red herring for explaining variations in relative Tech stock performance. The ubiquity of the view that Tech stocks’ relative performance will be heavily influenced by changes in interest rates turns out to be another instance in which something everybody knows turns out not to be true. This finding does not make us Tech bulls; we think the big-picture backdrop is sufficiently mixed to justify our US Equity Strategy and Global Asset Allocation services’ neutral recommendations. We simply wanted to call out the flaws in a popular notion before it becomes even more entrenched. Changes in interest rates do not solely effect equity prices via a denominator effect. They impact the numerator as well. The numerator impacts are multifaceted and vary based on which factor comes to the fore in a given instance. They are much harder to anticipate and therefore hold much more promise for investors who can suss them out in advance. The denominator effect is immediately apparent to any undergraduate who has been introduced to the time value of money and therefore isn’t likely to generate alpha. What’s more, as Tech stocks’ relative performance history illustrates, the relationship between equities and rates is not fixed. The rise of globalization and the Fed’s post-Volcker inflation vigilance ushered in a multi-decade disinflationary trend that ultimately culminated in rampant deflation fears following the global financial crisis. Now that concerns about stagflation have shunted aside concerns about secular stagnation, investors are much less likely to cheer rate backups while wringing their hands over rate declines. As Arthur Budaghyan, BCA’s Chief Emerging Markets strategist, has written, the about-face in market perceptions of interest rates could flip the correlations between equity prices and interest rates from positive (stocks advance as rising interest rates are perceived as evidence of economic improvement) to negative (stocks fall when rates rise and rise when rates fall). Our colleague Jonathan LaBerge, managing editor of the Bank Credit Analyst, has noted that extended valuations increase growth stocks’ vulnerability to rising interest rates. We do not disagree, but they do not have all that much to fear if the backup in Treasury yields is in line with our US Bond Strategy service’s year-end 2021 and 2022 targets of 1.75% and 2-2.25%, respectively. Tech’s outperformance may well have run its course – relative performance is extended, the law of large numbers makes it increasingly difficult to sustain historic growth rates, the legal and regulatory outlook is darkening and a shift from pandemic winners to pandemic losers may be in train – but rising rates alone are not a good basis for trimming Tech exposures.   Doug Peta, CFA Chief US Investment Strategist dougp@bcaresearch.com Footnotes 1 Duration measures a bond’s sensitivity to a parallel shift in the yield curve, but we use the 10-year Treasury yield as a proxy for the entire curve in our simple regressions of asset class returns against price changes.

In the coming weeks, we will continue our series of thematic Special Reports by conducting a “deep dive” analysis of cybersecurity stocks. This is a pervasive investment theme, and we recommend it as a new structural overweight. While cybersecurity is not new to the investment community, it is still in the early innings: 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.  With cybercrimes costing the world nearly $600 billion each year,1 and cyber-attacks increasing in number and sophistication, the global cybersecurity market is expected to grow from $125 billion in 2020 to $175 billion by 2024.2 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 20213 aiming to prevent malicious attacks. These developments, are a boon for the cybersecurity stocks, making them an attractive long-term investment. In the upcoming Special Report, we will discuss the outlook and the key drivers of the industry, the types of cyber security defenses and companies behind them, and evaluate the fundamentals and valuation of our cyber security basket. We will draw investment conclusions to gauge the theme’s prospects as a tactical (three to six months investment horizon) investment. Bottom Line: Stay tuned for an upcoming Special Report on cybersecurity equities in the coming weeks. Top three cybersecurity ETFs by AUM are: CIBR, HACK, and BUG.   Footnotes 1Mordor Intelligence, 2020. 2IDC, “Ongoing Demand Will Drive Solid Growth for Security Products and Services, According to New IDC Spending Guide,” Aug 13, 2020. 3Forbes, 2020

Special Report

Highlights The ruling African National Congress will be difficult to displace in upcoming elections given the large economic role it plays in the public sector and in low-income households. Low growth outcomes will continue as the government navigates allocating state funds more efficiently, amid rising public debt, weak macroeconomic fundamentals and a fresh undertaking of fiscal austerity. The African National Congress is primed to claw back some lost voter support with President Ramaphosa at the helm. But Ramaphosa will also put a stop to fiscal austerity ahead of the 2024 general election. Our new South Africa Geopolitical Risk Indicator captures moments of significant political risk in the past and currently signals that the country is facing a geopolitical and political risk level last seen in 2016. The political status quo will remain for now, which is positive for investors. But China’s economic troubles and South Africa’s eventual need to inflate away its debt pose long-term risks for investors. Feature In the wake of COVID-19, South Africa has witnessed an increase of civil unrest. Severe looting in July 2021 only lasted a couple of days and was mostly contained to the central and eastern parts of the country but it nearly brought the country to a stand-still. The imprisonment of former President Jacob Zuma and a harsh lockdown amid resurging COVID-19 cases at the time fanned flames already lit by long-standing structural economic issues. The country has been stuck in a low growth trap for several years and government is facing constraints from rising debt levels. Yet the ruling party (the African National Congress, or ANC) will be difficult to displace in upcoming municipal elections and future general elections. It plays a large role in the public sector and low-income households depend heavily on government grants. Moreover, the ruling party also enjoys a “liberator” status, with voters pledging support to the ANC based on the party’s historical achievement of playing a major role in ending the apartheid regime. Unless the party implodes from within – possible but unlikely – the ANC will continue to rule, which is also the best outcome for investors at the current juncture. Low Growth Continues Amid High Debt The South African economy was straining before the pandemic and will continue to underperform going forward. Plagued by rampant corruption, misused state funds, and a lack of political leadership, the public sector has dragged on growth for several years now. Coupled with poor productivity in the primary and secondary sectors, South Africa’s economy faces headwinds which will affect future growth outcomes for years to come (Chart 1A).   In the mining sector, the country’s top foreign exchange earner, output has been in a structural decline since 1980 even as the country has benefited from several commodity price booms (Chart 1B). More recently, Ramaphosa’s 2018 investment drive to rebuild South African industries has failed to galvanize a turnaround.1 Manufacturing is much of the same story as mining. Output has been in decline from 1990 and has reached its lowest level since mid-1960 (Chart 1C). The National Union of Metal Workers have recently undertaken a protracted strike that has lasted three weeks already – with many industry bodies citing the dangers of irreparable harm to production and severe job losses should the strike continue for much longer. Other factors such as intermittent electricity outages across the country will subtract from productivity going forward. Chart 1BPrimary Sector Productivity In Structural Downfall... Chart 1C...Followed By The Secondary Sector Chart 2Public Debt Is Ballooning Fast From longstanding misuse of public funds comes the ballooning public government debt (Chart 2). Our colleagues over at the BCA Emerging Markets Strategy team have assessed the state of fiscal policy and debt in South Africa and the outlook is bleak. The government is currently pursuing fiscal austerity measures to rein in debt. However, these measures are unlikely to be enough and will become politically untenable over time. Otherwise, to stabilize debt, policy makers will have to inflate their way out of debt servicing costs or increase fiscal spending to boost nominal GDP growth. According to the 2021 budget speech, real spending is projected to contract each year over the next three years. This marks the first cut to nominal noninterest government expenditure in at least 20 years. Other items such as health care will see spending cuts over the next three years and remain lower than 2013 levels. Social protection and job creation initiatives will also see spending cuts. Another large budgetary item that will see spending cuts is the public sector wage bill. The government has reiterated its commitment to curb this growing expense. Recent negotiations with civil servants saw only a 1.5% wage increase over the next year compared to an average growth rate of 7% over the last five years. Chart 3Government Spending Important To Demand Austerity measures will lower public sector demand and ultimately growth. However, if successful, they will bolster both potential economic growth and the ruling party’s support. The problem is the timing of the general election in 2024. The economic backdrop in the country remains weak. Assuming more civil unrest takes place, government finances will be burdened with picking up the cost again and appeasing the masses through higher social spending. Austerity measures will presumably be relaxed ahead of the 2024 vote. Government debt needs to be curtailed considering that debt servicing costs are the second largest expenditure item of the country’s national economic budget. But given how large the public sector contributes to local demand (Chart 3), the ANC will see pushback by trade unions and those that have been in its growing employ. However, pushback will not necessarily translate into an irreversible breakdown of political support. Trade unions have been part and parcel of the ANC since the party’s inception. The party will have to strike a balance to keep the unions on its side. Bottom Line: Under Ramaphosa’s leadership, government austerity measures will continue at least over the short to medium term but will most likely be balanced to ensure the ANC maintains control through the 2024 elections. Ramaphosa Strengthens The ANC Civil unrest is nothing new in South Africa. There have been various displays of civil unrest and riots in recent years. The most recent civil unrest led to over 300 civilian casualties, the deadliest since the apartheid era. However, casualties were mostly a result of public stampeding civilian-on-civilian violence. The government did not play a major role in these deaths compared to the Marikana massacre of 2012.2 Even then, despite the ANC facing backlash from the immediate community, the party suffered no major fallout nationally. Recent unrest was more widely spread this time around and serves as an early warning signal to the ANC that social risks are high and not abating. But as things stand, these events will not displace the ANC from power. Such events would need to occur more regularly across the entire country, for them to pose a real threat to ANC rule. Since taking the helm of the ruling party in late 2017, Ramaphosa is viewed a lot more favorably than his predecessor, Zuma, by most South Africans. Ramaphosa is more business friendly, transparent, and is at least trying to weed out corruption in government. The public view of Ramaphosa’s handing of COVID-19 has been improving. Even supporters of the Democratic Alliance, the official opposition, and the Economic Freedom Fighters, a radical far-left party, have shown a large improvement in their approval of Ramaphosa’s handling of the pandemic (Chart 4). The Economic Freedom Fighter’s growth has largely been driven by disgruntled ANC supporters in recent years. Seeing supporters of the Economic Freedom Fighters improve their approval of Ramaphosa is positive for the ANC in upcoming elections. The ANC has two significant backstops to any deep erosion of their voter base: feudalism and social grants. Feudalism is defined as a socioeconomic structure in which people work for a leader of a community or tribe who in return, give them protection and use of land. It still runs deep in South Africa and across its cultures and tribes. It gives life to the ANC, a strong base that the Economic Freedom Fighters will always have a tough time chipping away at. Rural voters matter most to the ANC and mostly live under feudal rule. Tribal leaders and village chiefs play a major part in everyday life for rural people. There is overwhelming support among these leaders for the ANC because the ruling party provides them with access to land, among other things. By contrast, the Democratic Alliance and the Economic Freedom Fighters have had little success in penetrating these barriers. Support for both of these parties is driven by urban dwellers. The overarching royal Zulu family is the biggest factor contributing to feudalism. The Zulu family will always support the ANC and ensure their people do too. The Zulus are the largest tribe of black South Africans and have significant interests in the ANC maintaining power, such as access to land and financial resources. Obviously they have historic ties to the founding of the ANC and past leaders of the ANC, including Zuma (but not Ramaphosa). Additionally, the tripartite alliance of trade unions, the South African Communist Party, and the ANC has always ensured that workers represented in labor unions across the country voted for the ANC. The candidate elected president of the ANC, and ultimately the country, has always had the backing of trade unions, represented by the largest, the Congress of South African Trade Unions.3 The Congress of South African Trade Unions has never waived their support of the ANC in any elections and have shown no interest in supporting any other parties. The social grants system is the second backstop. The ANC provides social payments to 22% of the population, of which approximately 76% of recipients vote for the ANC (Chart 5, top panel). That’s a significant amount of the population that will forego a large part of their economic livelihoods if they vote for the Economic Freedom Fighters or another party to rule the country. In the current climate of COVID-19, foregoing government grants in order to vote for another party will not happen. Voters are increasingly worried about losing their social grants if another party comes into power (Chart 5, bottom panel). While other parties like the Economic Freedom Fighters have promised to more than double the going social grant rate if they come to power, social grant recipients and ANC voters at large have not budged on this “promise.” A sure thing today is better than a gamble tomorrow. But, if the fiscal standing of the country teeters into a position whereby the ANC fails to meet its growing social grant liabilities, then the Economic Freedom Fighters will gain the most, even if its promises will be extremely difficult to back up. Upcoming municipal elections in November 2021 will put to the test whether the ANC will shed support like it did in the 2016 election (Chart 6, top panel). Under Zuma, the ANC’s losses were the Economic Freedom Fighter’s gains. In the 2019 general election this transfer of votes lost some momentum because of Ramaphosa’s ability to galvanize support for the ANC (Chart 6, bottom panel). The Economic Freedom Fighter’s rise has been driven by the party’s ability to berate the ANC on its systemic corruption, embodied in Zuma. With Zuma in jail and Ramaphosa cleaning up the party and government, the Economic Freedom Fighters will lose momentum in forthcoming elections.4 To the ANC’s benefit, opposition parties that won some significant metros in the 2016 municipal elections subsequently formed coalitions that have largely failed to govern well. Specifically, in the economic capital of Johannesburg, the ANC reclaimed a majority to govern the city through coalitions with smaller parties, after the Democratic Alliance and Economic Freedom Fighters governed the city following the 2016 election. While the ANC has only reclaimed one of three metros lost in the 2016 municipal elections, they have benefited from lackluster service delivery by opposition parties which has shown that there is no realistic alternative to the ANC right now.5 Bottom Line: As Ramaphosa cleans up the ANC and government, the ANC will shed less support to the EFF and look to claw back lost voters in forthcoming elections. Introducing Our South Africa GeoRisk Indicator Recent civil unrest in South Africa presents an ideal backdrop to introduce a new GeoRisk Indicator to our existing suite of thirteen indicators. Our newly devised South Africa GeoRisk Indicator captures moments of significant political risk in the past, including this year’s civil unrest, and currently signals that the country is facing a geopolitical and political risk level last seen in 2016, when President Zuma was on his way out of office (Chart 7). Chart 7South Africa Geopolitical Risk Indicator The South Africa indicator is based on the rand and US dollar exchange rate (ZAR/USD) and its deviation from four underlying macro variables that should otherwise explain its economic trend. These variables are: gold prices, emerging market equities, industrial production, and retail sales. The four variables cover South Africa’s commodity dependency, financial sector, and the supply and demand side of the domestic economy. All four variables exhibit sufficient correlation with the ZAR/USD for use in this indicator. If the ZAR/USD weakens relative to these variables, then a South Africa-specific risk premium is apparent. As with previous indicators, we ascribe that premium to politics and geopolitics, although this is a generalization, and a qualitative assessment must always be made. The indicator is effective in tracking the country’s recent history too. Events such as ex-President Zuma’s general election win in 2009, and his controversial firing of several finance ministers in late 2015, signal an increase in risk. Meanwhile, lower risk was implied when current president, Ramaphosa, was elected president of the ANC in late 2017, and later, in 2019, as president of the country. Some additional events worth highlighting include: (1) In late 2001 to mid-2002, the local currency lost significant value relative to the US dollar for several reasons. First, the 1998 Asia financial crisis continued to send aftershocks throughout the emerging markets. The ZAR was put through the ringer in forward markets by speculators on a frequent basis, buying cheaper in the spot and driving speculation in the forward market, making easy returns. This speculation was only compounded by the South African Reserve Bank’s intervention in the local currency market to curtail speculation through regulatory action. Second, money supply grew substantially from mid-2001 to early 2002, which is associated with exchange rate undershooting.6 Thirdly, adding to these factors, contagion risk from neighboring Zimbabwe, which was dealing with land seizures and food shortages at the time, played into risk aversion toward regional and South African assets. (2) Eskom, South Africa’s state-owned power utility company, implements more regular power outages amid struggles to supply rising demand. (3) Despite allegations of corruption, former President Zuma wins the ANC presidential nomination. Zuma becomes party president. (4) Former President Zuma wins the general election (5) Former President Zuma fires well-respected then finance minister Nhlanhla Nene (6) Former President Zuma fires well-respected then finance minister Pravin Gordhan (7) President Ramaphosa wins the ANC presidential nomination. Ramaphosa becomes party president. (8) Former President Zuma resigns from the presidency (9) Former US President Donald Trump tweets on white farm murders in South Africa7 (10) President Ramaphosa wins the general election (11) First COVID-19 case is reported (12) Civil unrest and looting In terms of South African assets, when geopolitical and political risk rises, investors favor alternative emerging market assets (Chart 8). In 2021, South African equities have climbed to levels last seen in 2018 on the back of an improving global growth outlook and swelling commodity prices. But recent civil unrest has seen local equities pull back a notch. If risks escalate further, local assets will continue to retreat. Chart 8Geopolitical Risk Signals Move To Alternative Bourses Investment Takeaways Table 1 provides a snapshot of equity performance, volatility, and relative valuations and momentum in South Africa compared to frontier markets, including African frontier markets, and emerging markets. Table 1South Africa And African Frontier Markets: Valuations, Momentum, Volatility Chart 9Wait And See On Frontier Markets Equity returns in South Africa have notched good gains as global growth picks up alongside rising commodity prices. On a risk-adjusted basis, however, Nigeria and Kenya are more attractive. The general aggregates of Frontier and African frontier markets are more attractive on the same basis. Price and timing wise, Table 1 shows valuations and momentum relative to other markets. South Africa is cheap but Nigeria is cheaper. On a cyclical basis, South Africa has more to offer than Nigeria. African countries such as Nigeria and Ghana are all prepped to move higher in the wake of cheaper currencies. But a widening financial crisis in China is a risk to these countries given how they have trended closely with Chinese total social financing (Chart 9). Meanwhile, Kenyan equities have outperformed. South African equities in US dollar terms have retreated somewhat following recent civil unrest and some contagion linked to China’s Evergrande crisis (Chart 9, second panel). If China secures its economic recovery, then higher commodity prices will boost miners and industrial stocks going forward. But this is not guaranteed. Upcoming municipal elections will aid investors in determining what to expect from the policy backdrop. We expect that the ANC will stabilize, i.e. not lose control of more cities, and this should throw some impetus back into local equities. Conclusion This year’s civil unrest was stark and disruptive but does not spell fundamental political destabilization or the end of ANC rule in upcoming elections. The South African economy is structurally weak and, aside from a bounceback on the post-pandemic recovery, will continue to lag its peers until the ANC and Ramaphosa get a solid grip on allocating state funds more efficiently, promoting a more friendly and stable business environment, and fighting corruption. Undertaking fiscal austerity now is not a bad thing for the ANC, but it will become an increasing political liability leading up to the next general election. Ramaphosa will have to pull the plug on fiscal cost cutting as soon as 2023, so as to allow demand to recover before voters head to the polls again in 2024. But this has longer term economic implications. Public debt will continue to rise in this case and add to debt default risk and debt servicing costs. If austerity is reinstated after elections, the South African economy will remain in a low growth trap. For now, tightening the fiscal belt is doable because of the dynamic created by the downfall of Zuma, giving support to austerity as a means of cutting back corruption, and the pandemic, which reinforces the ANC as the institutional ruling party during a time of national crisis.   Guy Russell Research Analyst GuyR@bcaresearch.com Appendix The market is the greatest machine ever created for gauging the wisdom of the crowd and as such our Geopolitical Risk Indicators were not designed to predict political risk but to answer the question of whether and to what extent markets have priced that risk. Our South African GeoRisk Indicator (see Chart 8 above) makes use of the same methodology used for all thirteen of our other indicators. The methodology avoids the pitfall of regression-based models. We begin with a financial asset that has a daily frequency in price, in this case the ZAR/USD, and compare its movement against several fundamental factors. These factors are the price of gold in US dollars, emerging market equities in US dollar terms, South African industrial production, and South African retail sales. Like our recently added Australia GeoRisk Indicator, South Africa is a commodity exporting country. South Africa is the largest producer of platinum in the world, and was the seventh largest gold producer by volume in 2019. Gold is South Africa’s largest export and the ZAR has a strong historic correlation to gold prices.8 Hence we use gold prices instead of platinum, which is less well correlated. South Africa also has a deep financial market, with lose capital controls and easy flow of funds. When sentiment toward EM equities is high, the ZAR benefits, and hence our inclusion of emerging market equities. On the supply and demand side of the economy, both industrial production and retail sales show a strong relationship with the ZAR. We include these as the last two variables measured in our indicator. All four variables exhibit strong correlation with the local currency. If the currency sharply underperforms them, then it must be weighed down by some risk premium, which we ascribe to domestic political and policy developments or the general geopolitical environment. Footnotes 1 In 2018, President Cyril Ramaphosa laid out a target of $100 billion in new investments over the next five years, primarily targeting primary and secondary industries. According to The United Nations Conference on Trade and Development, foreign direct investment flows into South Africa in 2020 almost halved to $2.5 billion from $4.6 billion in 2019, which was a 15% decline from around $5.4 billion in 2018. 2 The Marikana massacre was the killing of 34 miners by the South African Police Service. It took place on 16 August 2012 and was the most lethal use of force by South African security forces against civilians since 1976. 3 According to the International Labour Organization, South Africa’s union density rate was 28.1% in 2016. Strikingly, the public sector union density rate was approximately 70.1% compared to 29.1% in the private sector. 4 In June 2021, ex-President Jacob Zuma was sentenced to 15 months imprisonment for contempt of court, by failing to legally attend a tribunal on corruption in South Africa. Zuma has recently been released on medical parole. 5 In the 2016 municipal elections, the ANC lost control of three major metros. Pretoria (political capital), Johannesburg (economic capital) and (Port Elizabeth, or Nelson Mandela Bay). The official opposition (the Democratic Alliance) and the Economic Freedom Fighters formed governing coalitions in all three of the lost ANC metros. Opposition coalitions have struggled to govern more effectively than what the ANC did, given how far apart they are ideologically. In Pretoria and Nelson Mandela Bay, service delivery has been poor since, in line with ANC rule prior to 2016. In Johannesburg, the ANC won back the metro by forming a coalition with several smaller parties. Opposition coalitions are still in force in Pretoria and Nelson Mandela Bay. 6 Bhundia, A.J. and Ricci, L.A., 2005. The Rand Crises of 1998 and 2001: What have we learned. Post-apartheid South Africa: The first ten years, pp.156-173. 7 Donald Trump tweets "I have asked Secretary of State @SecPompeo to closely study the South Africa land and farm seizures and expropriations and the large scale killing of farmers." The South African government have not seized any farms nor have there been any recordings of large-scale farm killings. The tweet caused a minor sell-off in local assets at the time. 8 Arezki, Rabah & Dumitrescu, Elena-Ivona & Freytag, Andreas & Quintyn, Marc. (2012). Commodity Prices and Exchange Rate Volatility: Lessons from South Africa’s Capital Account Liberalization. Emerging Markets Review. 19. Jordaan, F. Y., & Van Rooyen, J. H. (2011). An empirical investigation into the correlation between rand currency indices and changing gold prices. Corporate Ownership & Control, 9(1-1), 172-183.

Weekly Performance Update For the week ending Thu Oct 21, 2021 The Market Monitor displays the trailing 1-quarter performance of strategies based around the BCA Score. For each region, we construct an equal-weighted, monthly rebalanced portfolio consisting of the top 3 stocks per sector and compare it with the regional benchmark. For each portfolio, we show the weekly performance of individual holdings in the Top Contributors/Detractors table. In addition, the Top Prospects table shows the holdings that currently have the highest BCA Score within the portfolio. For more details, click the region headers below to be redirected to the full historical backtest for the strategy. BCA US Portfolio Total Weekly Return BCA US Portfolio S&P500 TRI 0.81% 2.52% Top Contributors   MMP:US TGT:US SHW:US WAT:US GRMN:US Weekly Return 22 bps 16 bps 15 bps 13 bps 13 bps Top Detractors   SIM:US KOF:US AMN:US PM:US MBT:US Weekly Return -20 bps -9 bps -9 bps -7 bps -6 bps Top Prospects   AMN:US GOOG.L:US KOF:US WAT:US MPLX:US BCA Score 95.32% 92.78% 92.55% 91.15% 90.42% BCA Canada Portfolio Total Weekly Return BCA Canada Portfolio S&P/TSX TRI 1.52% 1.89% Top Contributors   STN:CA ONEX:CA BTE:CA SMU.UN:CA ATZ:CA Weekly Return 32 bps 24 bps 20 bps 16 bps 14 bps Top Detractors   IFP:CA TOU:CA TOY:CA EMP.A:CA H:CA Weekly Return -19 bps -12 bps -8 bps -8 bps -5 bps Top Prospects   ELF:CA WIR.UN:CA TOU:CA IMO:CA TOY:CA BCA Score 97.98% 96.59% 96.56% 94.60% 93.58% BCA UK Portfolio Total Weekly Return BCA UK Portfolio FTSE 100 TRI 0.88% -0.22% Top Contributors   DEC:GB YOU:GB NLMK:GB N91:GB VVO:GB Weekly Return 19 bps 16 bps 15 bps 14 bps 14 bps Top Detractors   KETL:GB FXPO:GB BVIC:GB STEM:GB MGNS:GB Weekly Return -20 bps -11 bps -10 bps -7 bps -6 bps Top Prospects   VVO:GB ROSN:GB SVST:GB TUNE:GB JHD:GB BCA Score 99.54% 99.09% 98.39% 96.40% 96.39% BCA Eurozone Portfolio Total Weekly Return BCA EMU Portfolio MSCI EMU TRI 0.78% 0.52% Top Contributors   TTALO:FI SOF:BE BSL:DE SHUR:BE PMAG:AT Weekly Return 15 bps 12 bps 11 bps 11 bps 10 bps Top Detractors   ERF:FR SES:IT SOL:IT ARG:FR FSKRS:FI Weekly Return -16 bps -8 bps -5 bps -4 bps -4 bps Top Prospects   ROTH:FR HLAG:DE FSKRS:FI STR:AT SOL:IT BCA Score 98.71% 98.00% 97.79% 96.11% 95.97% BCA Japan Portfolio Total Weekly Return BCA Japan Portfolio TOPIX TRI 0.69% 0.70% Top Contributors   8097:JP 4958:JP 8739:JP 6676:JP 9436:JP Weekly Return 15 bps 15 bps 12 bps 7 bps 7 bps Top Detractors   3003:JP 2208:JP 9532:JP 8133:JP 9543:JP Weekly Return -11 bps -10 bps -4 bps -3 bps -3 bps Top Prospects   6960:JP 9436:JP 9882:JP 9422:JP 4544:JP BCA Score 99.41% 99.39% 99.23% 98.77% 97.35% BCA Hong Kong Portfolio Total Weekly Return BCA Hong Kong Portfolio Hang Seng TRI -0.14% 4.23% Top Contributors   316:HK 3306:HK 2768:HK 1600:HK 323:HK Weekly Return 30 bps 19 bps 10 bps 9 bps 9 bps Top Detractors   6118:HK 1708:HK 1277:HK 1967:HK 1866:HK Weekly Return -67 bps -25 bps -13 bps -12 bps -8 bps Top Prospects   1277:HK 746:HK 857:HK 1088:HK 43:HK BCA Score 100.00% 99.66% 98.36% 97.78% 97.05% BCA Australia Portfolio Total Weekly Return BCA Australia Portfolio S&P/ASX All Ord. TRI 0.76% 1.43% Top Contributors   SXY:AU PWH:AU MHJ:AU AVN:AU ZIM:AU Weekly Return 52 bps 21 bps 18 bps 18 bps 18 bps Top Detractors   CGS:AU NHC:AU ABB:AU ERA:AU MMS:AU Weekly Return -27 bps -26 bps -13 bps -13 bps -11 bps Top Prospects   MHJ:AU RIC:AU BLX:AU ADI:AU CDD:AU BCA Score 99.51% 98.87% 98.07% 97.81% 97.71%

In a recent daily report, we analyzed relative performance of the S&P 500 sectors and styles under different US 10-year Treasury yield (UST10Y) regimes. Today we expand our analysis and map relative performance of the S&P 500 sectors and styles under the distinct US Treasury yield curve regimes, defined as a three-months change between 10-year and 2-year yields. To analyze sector and style performance by regime, we calculate contemporaneous three-months relative returns of sectors and styles. To summarize the results, we calculate median relative return of each sector/style in each regime. We subtract total period median to remove the sector and style biases in the long-term performance. In a flattening yield curve environment, Defensives, Quality, and Growth tend to outperform, as it indicates scarcity of growth. Accordingly, Real Estate, Technology, Utilities, and Communications Services also outperform. Yield curve steepening is usually associated with growth acceleration. This regime gives boost to more economically sensitive and capex intensive sectors and styles: Value, Small caps, and Cyclicals. Bottom Line: The shape of the US Treasury yield curve will be an important variable to monitor going forward, as it has a substantial effect on relative sector and style performance. ​​​​​​​

Highlights Liquidity conditions in Bangladesh are easy and growth has revived. Exports are set to recover as well. Foreign reserve accumulation will continue, which will have positive implications for the economy and stock prices. Steadily rising capital expenditure has improved the economy’s productivity and competitiveness. Progress towards gender and income equality has also been impressive. Growth will stay strong and steady, which warrants higher equity multiples. Bangladeshi stocks also have low correlation with their EM and Emerging Asian counterparts, providing diversification benefits. Absolute return investors should buy this market on dips. Dedicated EM/Frontier market equity portfolios should consider overweighting Bangladeshi stocks. Feature A new business cycle appears to be unfolding in Bangladesh. Domestic demand has picked up. Exports are slated to rise as well. The country’s structural progress also continues to be impressive. Not surprisingly, stocks have gone up in tandem. Yet, high and rising oil prices may lead to a pause in the rally. Absolute-return investors with a time horizon of more than one year should therefore consider accumulating equities on dips. Dedicated equity investors should consider adding the very ‘low-correlation’ Bangladeshi equity market to an EM Asia/EM equity portfolio (Chart 1).   External Tailwinds Bangladesh’s foreign reserves have surged to a new high. This has been a very positive development for both the economy and stock prices (Chart 2). Chart 1Bangladeshi Stocks Will Benefit From Liquidity Tailwinds Chart 2Foreign Reserves, M1 And Stock Prices Chart 3Both Current And Capital Account Balances Have Improved The country’s balance of payments (BoP) has improved substantially in the last couple of years. The improvement can be attributed to both current and capital accounts: The current account deficit has narrowed significantly since 2018. The improvement will likely persist as the outlook of its two main components are both promising: Remittances have surged to an all-time high of $25 billion over the past 12-months. In the coming year too, it will likely stay buoyant thanks to a 2% incentive scheme that the government introduced on inward remittances (Chart 3, top panel). The second major component, the trade deficit, will likely stabilize. This is because exports are set to pick up, in part due to rising orders from the EU, Bangladesh’s prime export destination (Chart 4). The recent surge in trade credit inflows also implies a significant rise in export revenues in the coming months (Chart 5). That said, high oil prices, if they remain as such, will lead to higher import bills. Crude and petroproducts make up about 10% of Bangladesh’s import costs and can be a headwind to the trade balance, and by extension, stock prices. Chart 6 shows that stock prices accelerate when oil prices are low, but struggle when oil prices rise. Chart 4Strong EU Orders Means Exports Are Set To Accelerate Further Chart 5A Surge In Trade Credit Also Implies Strong Export Numbers Ahead   Capital account inflows have risen sharply too. The rise is due mainly to surging trade financing inflows (as mentioned above), and elevated government foreign borrowing (Chart 3, bottom panel). Going forward, trade financing inflows can remain at a high level if the country continues to obtain the same volume of export orders. The government’s foreign borrowing may also persist. Notably, this long-term financing is mostly used to import capital goods – something that the country needs for its investment and infrastructure projects (Chart 7). With Bangladesh’s ever-rising capital expenditure, such long-term capital inflows – either in the form of government borrowing, or FDI, or a combination of two – will likely continue. If so, this will not only help boost the country’s BoP in the short-term, but it will also be a long-term positive for Bangladesh since capital spending will help improve productivity. Chart 6Stocks Struggle Whenever Oil Prices Rise Too Much Chart 7Government's Foreign Borrowings Help Finance Infrastructure Projects   Overall, odds are that the BoP will stay in healthy surplus, thus allowing the central bank continue to accumulate foreign exchange reserves. This has major ramifications for the domestic economy. Rising foreign reserves augment domestic money supply. Stronger money supply is bullish for the economy, and in turn, stock prices (Chart 2, above).   Growth Has Revived Domestic demand has revived. Manufacturing has risen to well-above pre-pandemic levels. Robust economic activity is also vouched for by strong electricity generation (Chart 8). What’s more, the recovery will likely have legs as a new credit cycle could well be unfolding. For one, banks are flush with excess reserves – usually a precursor to rising credit going forward. This is because the Bangladeshi central bank uses excess reserves to achieve its monetary policy objectives1 (Chart 9). Chart 8Bangladesh's Domestic Growth Has Revived Well Beyond Pre-Pandemic Levels Chart 9A Deluge Of Excess Reserves Will Help Kickstart A New Credit Cycle Chart 10Banks' NPL Problems Have Abated Marginally Incidentally, the central bank is planning to engineer an acceleration in its domestic credit growth rate to 17.8% by June 2022, up from 10.3% in June 2021. It is also planning to augment the broad money growth to 15% from 13.6% in June 2021 as part of its 2021-22 policy objectives. That means the monetary policy setting will remain very accommodating in the foreseeable future, paving the way for a new credit cycle. Notably, the country’s inflation is under control, with both headline and core CPI hovering around 5 - 6% over the past few years. Wage growth has also been broadly in line with consumer inflation and shows no sign of accelerating. Contained wages and consumer price inflation will make the central bank’s plan to run easy policy more feasible.  Meanwhile, the banks’ bad loan problems have abated somewhat. As per the latest data from the IMF, the banking system’s gross NPL ratio has fallen to 8.1%, and its net NPL ratio to 4.6% as of Q1 this year (Chart 10, top panel). The lingering NPLs are concentrated in a handful of state-owned banks whose role in the economy has steadily diminished and which now hold about 20% of the banking sector loans. Banks' capital adequacy ratios are also decent at 11.6% and 7.8% (for Tier I capital) respectively (Chart 10, bottom panel). Hence, banks will likely be more willing to expand their loan books going forward which should help propel economy. Chart 11Bangladesh Has Notched Up Impressive Growth Without Any Credit Gush Remarkably, over the past decade, Bangladesh has been able to notch up a robust growth rate of 7%+ without any credit gush in the economy. Domestic credit, at 48% of GDP, is at the same level as it was ten years ago (Chart 11). Hence, should a new credit cycle unfold, Bangladeshi’s growth rate will likely move up a notch higher than it has been in the recent past. The country’s fiscal stance is not going to be tight either. The parliament has passed a budget for the 2021-22 fiscal year (July – June) that envisages a nominal spending growth of 6.3%. Incidentally, government debt is rather low at 23% of GDP. Including the debt held by all the public corporations (concentrated in public financial corporations), gross public debt goes up to 56% of GDP - still a manageable figure.  Real government borrowing costs are low as well. The 10-year nominal bond yield is at 6%; in real terms (deflated by non-food CPI), it is 0%. Thus, fiscal authorities have the wherewithal to ramp up borrowing and spending to stimulate the economy should there be a need. Robust Structural Backdrop Structurally, the Bangladeshi economy is remarkably resilient. The growth rate has not only been very steady but has also seen acceleration over the past quarter century. This is in sharp contrast to the boom-and-bust cycles experienced in most other developing nations (Chart 12). Even during the recent pandemic, Bangladesh has been one of the rare countries where growth has remained positive. Importantly, factors behind this stable growth are likely to persist: Bangladesh has done very well to ramp up its capital expenditure to a substantial 32% of GDP, one of the highest rates globally (Chart 13, top panel). This has helped the economy gain competitiveness over time – which is evident in the continued improvement in its net exports volume (Chart 13, bottom panel). Chart 12Bangladeshi Economy Has Been Devoid Of Boom-Bust Cycles Chart 13Strong And Rising Capex Has Led To Higher Competitiveness   Strong capex has also been instrumental for the economy to grow at a very robust 6-7% rate for decades at a stretch and yet keep inflation under control. This indicates that productive capacity and labor productivity have been rising. Inflation is often a binding constraint to fast growth over a prolonged period of time. Bangladesh’s productivity growth rates have indeed risen to among the highest rates globally, the pandemic-hit last year being a deviation from the long-term trend (Chart 14). What’s more, given the sustained investment in productive capacity and the still low absolute level of labor productivity – compared to other East and South-east Asian economies – Bangladesh should continue to see robust productivity gains in the foreseeable future. Bangladesh specializes in a staple consumer product: textiles. Rising productivity has helped export volumes quintuple over the past two decades; handily beating both emerging markets and global exports volume growth. Incidentally, in common currency terms, the relative wage ratio between Bangladesh and China has been flat at a low level. This has helped Bangladesh remain competitive and continue to expand its global export market share (Chart 15). Chart 14Bangladesh's Productivity Growth Rate Is Among The Best Globally Chart 15Bangladesh Has Been Consistently Gaining Market Share In Global Trade   The country’s demographic outlook is also positive. The working age population as a share of the total is projected to rise for another decade.2 Together, strong productivity growth and a rising labor force will ensure an enviable potential growth rate of around 7 - 8% over the next decade. Inclusive, Sustainable Growth Economic factors aside, strong and steady growth in Bangladesh also owes much of its achievements to social progress. Over the past few decades, the country has attained significant improvements in various human development areas: Bangladesh boasts of one of the highest female participation rates in its labor force in the Muslim world. At 36%, this is almost twice as high as the Middle East & North Africa (20%), Pakistan (22%), and neighboring India (21%) – as per the World Bank. In the fledgling textile industry in Bangladesh, over 75% of workers are women. The country pioneered microcredit, which by design mostly goes to women. The social fabric of the country is changing as women are now much more likely to make family / economic decisions. Spending on children’s food, health and education has gone up. Women’s fertility rates have gone down significantly. At the same time, infant / maternal mortality rates have witnessed one of the fastest declines seen anywhere globally.   Chart 16Bangladesh’s Income Inequality Has Remained Low As Growth Has Been Inclusive Bangladesh’s income inequality – as measured by the Gini index – is one of the lowest in the world (Chart 16). What’s more, despite strong growth, inequality has not risen over the past 25 years. This is in stark contrast to many other advanced and developing countries. Such inclusive growth has rendered the society more equitable, making growth itself more sustainable. Bangladeshis have largely embraced their more liberal linguistic identity over their religious identity. For context, Bengali-speaking Bangladesh was born out of an extremely violent secession from the Urdu-speaking people of Pakistan in 1971 as the former realized that culturally their linguistic identity supersedes their religious identity.3  As such, the vast majority of Bangladeshis practice a moderate form of Islam. This factor has helped to encourage such social changes as the empowerment of women and the expansion of microcredit as religious / cultural opposition has been low. These major traits of this society, including those of gender and income equality, are likely to persist in the foreseeable future. Therefore, odds are that the strong growth will continue to remain inclusive and therefore sustainable. Investment Conclusions The Bangladeshi equity market exhibits a very low and often a negative correlation with both the EM and Emerging Asian markets. In particular, periods of global risk aversions, such as in 2014-15 and early 2020 saw the correlations turn negative. This increases market attractiveness to asset allocators as it will allow them to reap diversification benefits (Chart 17). That said, this bourse has risen significantly over the past year or so and has outperformed its EM counterparts (Chart 1 in page 1). Its valuations have also risen and are now on par with their EM peers (Chart 18). As such, there could well be a period of indigestion / consolidation – especially if our view of a stronger dollar and rising US bond yields transpires, and oil prices remain elevated over the next several months. Chart 17Bangladeshi Stocks' Correlation With EM Turns Negative During Bear Markets Chart 18Bangladeshi Stock Valuations Have Risen, But Are Not Excessive   Putting it all together, we recommend that absolute return investors with a time horizon of over one year should adopt a strategy of ‘buying on dips’ for Bangladeshi stocks. Dedicated EM/frontier market equity portfolios should consider overweighting Bangladeshi stocks. Finally, regarding the currency, the Bangladeshi taka will likely remain more or less stable over the next year or so. The taka rarely depreciates unless the country’s BoP begins to deteriorate materially. As explained above, that is not in the cards. Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com Footnotes 1 Bangladeshi central bank tries to control the ‘quantity’ of money/credit, rather than the ‘price (i.e., interest rate)’ to conduct its monetary policy. To explain, it controls the ‘reserve money’ growth and thereby impact the ‘broad money (M2)’ growth - to achieve its objectives on economic growth, inflation, and the exchange rate. 2 As per the United Nations’ World Population Prospects 2019. The same metric for Vietnam, Bangladesh’s main exports competitor, has peaked in 2015. 3 For a detailed account of the geopolitical outlook of Bangladesh and the larger South Asia, please see South Asia: A New Geopolitical Theatre from BCA’s Geopolitical Strategy team.