Portfolio Risk Management | STOXX https://stoxx.com/category/portfolio-risk-management/ Wed, 24 Apr 2024 13:49:29 +0000 en-US hourly 1 https://stoxx.com/wp-content/uploads/2020/08/cropped-ms-icon-310x310-1-150x150.png Portfolio Risk Management | STOXX https://stoxx.com/category/portfolio-risk-management/ 32 32 Natural capital ‘wake-up call’: Understanding portfolios’ impact and dependencies on biodiversity https://stoxx.com/natural-capital-wake-up-call-understanding-portfolios-impact-and-dependencies-on-biodiversity/?utm_source=rss&utm_medium=rss&utm_campaign=natural-capital-wake-up-call-understanding-portfolios-impact-and-dependencies-on-biodiversity Wed, 27 Mar 2024 09:00:00 +0000 https://stoxx.com/?p=70833

With the World Bank estimating potential global economic losses of USD 2.7 trillion by 2030 if critical ecosystem services collapse1, the importance of integrating biodiversity considerations into investment strategies is underscored.

As biodiversity garners increased attention and data availability expands, understanding its effect on portfolios becomes paramount. In our first edition of Perspectives, we spotlight how ISS ESG’s innovative methodologies can help assess a portfolio’s impact and natural capital dependencies.


1 The World Bank, 2021, Publication: The Economic Case for Nature: A Global Earth-Economy Model to Assess Development Policy Pathways, p47.

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Green Efficient Frontiers: Practical Considerations in Constructing Sustainability Portfolios https://stoxx.com/green-efficient-frontiers-practical-considerations-in-constructing-sustainability-portfolios/?utm_source=rss&utm_medium=rss&utm_campaign=green-efficient-frontiers-practical-considerations-in-constructing-sustainability-portfolios Mon, 18 Sep 2023 20:07:09 +0000 https://stoxx.com/?p=65186

As asset owners transition to sustainable investing, many seek portfolios with low tracking error to the core benchmarks they are replacing. Multiple considerations must be made when constructing such portfolios. The trade-off between tracking error, sustainability goals, and industry exposure, for example, must be managed. The authors illustrate the trade-offs across these three dimensions for a variety of sustainability metrics. In addition, sustainability portfolios may use one metric in the construction of the portfolio but may be judged on other metrics.


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MASTERCLASS: Factor Investing – June 2023 https://stoxx.com/masterclass-factor-investing-june-2023/?utm_source=rss&utm_medium=rss&utm_campaign=masterclass-factor-investing-june-2023 Thu, 22 Jun 2023 08:12:34 +0000 https://stoxx.com/?p=62835 This video first appeared on Asset TV’s MASTERCLASS: Factor Investing – June 2023.

Recent market developments and investing trends have prompted investors to reconsider their investment allocations. Factors assist investors in understanding the present market and informing their investment decisions.

Melissa Brown, Managing Director of Applied Research, joins two experts to discuss factor investing in this video.

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US STOCKS-Wall St set to open higher as investors eye inflation data, Fed verdict https://stoxx.com/us-stocks-wall-st-set-to-open-higher-as-investors-eye-inflation-data-fed-verdict/?utm_source=rss&utm_medium=rss&utm_campaign=us-stocks-wall-st-set-to-open-higher-as-investors-eye-inflation-data-fed-verdict Mon, 12 Jun 2023 21:33:17 +0000 https://stoxx.com/?p=62620 Bloomberg Markets: The Close https://stoxx.com/bloomberg-markets-the-close/?utm_source=rss&utm_medium=rss&utm_campaign=bloomberg-markets-the-close Fri, 09 Jun 2023 21:30:37 +0000 https://stoxx.com/?p=62619 CORRECTION: Changes in composition of the STOXX Europe 600 Index https://stoxx.com/correction-changes-in-composition-of-the-stoxx-europe-600-index/?utm_source=rss&utm_medium=rss&utm_campaign=correction-changes-in-composition-of-the-stoxx-europe-600-index Fri, 02 Jun 2023 20:05:55 +0000 https://stoxx.com/?p=62404

Results of the second regular quarterly review 2023 of benchmark indices will be effective June 19, 2023.


Zug (June 2, 2023) — Qontigo has announced the new composition of the STOXX Europe 600 Index. This is an amendment of the previous changes in composition of the STOXX Europe 600 Index, announced on June 1, 2023. ALK-ABELLO B will not be deleted from the index, TECHNOPROBE SPA will not be added. Effective as of the opening of European markets on June 19, 2023, the following stocks will be added to and deleted from the index and its respective size and sector indices:

Media Contact
General Inquiries:
media@qontigo.com

Index Inquiries:
Andreas von Brevern
+49 (0) 69 211 14284

AdditionsDeletions
AZELIS GROUP (BE, Back Office Support, HR & Consulting, AZE.BR1)AROUNDTOWN (DE, Real Estate Holding and Development, AT1.DE)
INPOST (NL, Delivery Services, INPST.AS1)FUTURE (GB, Media Agencies, FUTR.L)
NEW WH SMITH (GB, Specialty Retailers, SMWH.L)HEXATRONIC GROUP (SE, Telecommunications Equipment, HTRO.ST)
NKT (DK, Electrical Components, NKT.CO)SAMHALLSBYGGNADSBOL AGET NORD (SE, Real Estate Holding and Development, SBBb.ST)
SANTANDER BANK POLSKA (PL, Banks, SPL1.WA)SINCH (SE, Software, SINCH.ST)
SFS GROUP (CH, Diversified Industrials, SFSN.S)UNITED INTERNET (DE, Consumer Digital Services, UTDI.DE)
SSP GROUP (GB, Restaurants & Bars, SSPG.L)WALLENSTAM B (SE, Real Estate Services, WALLb.ST)

The STOXX benchmarks also include the STOXX North America 600 Index, STOXX Asia/Pacific 600 Index, STOXX Global 1800 Index, STOXX Europe Total Market Index, STOXX EU Enlarged Total Market, STOXX Eastern Europe Total Market and STOXX Eastern Europe 300 Index. They are also part of this regular quarterly review.

All additions and deletions can be found here: https://www.stoxx.com/index-updates.

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Tracking Error 101: The Intuition Behind Measurement and Control https://stoxx.com/tracking-error-101-the-intuition-behind-measurement-and-control/?utm_source=rss&utm_medium=rss&utm_campaign=tracking-error-101-the-intuition-behind-measurement-and-control Tue, 30 May 2023 15:35:06 +0000 https://stoxx.com/?p=62254

This article provides a high-level refresher of what tracking error means, and how we can embed it directly into portfolio construction.

When we design a benchmarked portfolio, every design choice that takes us away from the benchmark has a consequence, and every consequence has a risk. Tracking error (TE) – the humble statistic that serves as a measure of this risk – is having its day in the sun again due to its use in passive sustainable investing. It has become so prevalent, however, that its meaning can often be obscured. Intuitively, we know that a portfolio with a 1% tracking error is “closer” to its benchmark than a portfolio with a 5% tracking error, but how should we interpret the degree of difference? What does it imply for the future? And can we control this?


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Green efficient frontiers. Part 1: Minimizing the risk impact of exclusions https://stoxx.com/green-efficient-frontiers-part-1-minimizing-the-risk-impact-of-exclusions/?utm_source=rss&utm_medium=rss&utm_campaign=green-efficient-frontiers-part-1-minimizing-the-risk-impact-of-exclusions Fri, 31 Mar 2023 10:46:36 +0000 https://stoxx.com/?p=60313

The goal of many investors is to improve the sustainability profile of their portfolios without straying too much from a market-cap weighted benchmark. In other words, they want to maximize their ‘green’ exposure while limiting active risk.

Our analysis shows how an optimized sustainability index can decrease active risk and free up more of the risk budget to be allocated to the desired sustainability metric(s), making the resulting portfolio a suitable replacement for a traditional benchmark.


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European financial stocks hit hardest by banking turmoil https://stoxx.com/european-financial-stocks-hit-hardest-by-banking-turmoil/?utm_source=rss&utm_medium=rss&utm_campaign=european-financial-stocks-hit-hardest-by-banking-turmoil Tue, 28 Mar 2023 17:14:09 +0000 https://stoxx.com/?p=60114 The collapse of a Californian bank triggered a rapidly-spreading banking crisis, with Europe suffering the brunt of it. European Banks, Financial Services firms and Insurers have fallen more than their US counterparts, while the risk of each one of those sectors in Europe has jumped.


The collapse of Silicon Valley Bank (SVB) and the forced takeover of Credit Suisse by UBS has raised fears of systemic risk contagion in the banking sector, triggering widespread selling of lenders’ equities and debt around the world. It has been European banks’ shares that have led losses, and the region’s banking sector risk has climbed above that of the global one.

This article will analyze the losses registered by financial stocks around the world between March 10, the day when SVB failed, and March 24. The STOXX® Europe 600 Financials index dropped 9.3% over the period, nearly three percentage points more than the STOXX® Global 1800 Financials index. The former’s decline has wiped out all its gains in 2023 (Figure 1).

European Banks, Financial Services, and Insurance — the three Supersectors within the broader Financials Industry as defined by the ICB classification — each fell more than their global counterparts in the ten business days under consideration. Yet, the Supersectors in Europe still show higher 2023 returns than in the global landscape following strong performances in January and February.

Among the three Supersectors, European Banks were the hardest hit in the recent turmoil, falling more than 12%, followed by Insurance (-7%) and Financial Services (-5%). Insurance has recorded a 3% year-to-date decline as of March 24, while European Banks and Financial Services are still in positive territory.

Global Financials and each of its Supersectors are down for the year, with the STOXX® Global 1800 Banks index underperforming the global market by 11 percentage points.

Figure 1: Cumulative returns in EUR

Source: Qontigo

The rest of the study looks at the reaction of banks, financial services and insurance companies by country and region over the recent turmoil.

Returns by country

US banks fell 12% in the wake of the industry collapse (Figure 2). Banks in six European countries saw even larger stock declines, led by Germany (21%) and Austria (20%). Only banks in Singapore managed to post gains.

Figure 2: STOXX® Global 1800 Banks index: returns by country

Source: Qontigo

Financial Services companies in Switzerland (which include Credit Suisse and its rescuer, UBS), fell the most (12%) (Figure 3). The US saw one of the smallest losses in this category, of about 2%.

In contrast, Hong Kong, Germany and Singapore posted small gains. This is because Financial Services includes stock exchanges, which benefit from higher trading volumes amid extensive selling.

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Figure 3: STOXX® Global 1800 Financial Services index: returns by country

Source: Qontigo

While most eyes were set on Banks, Insurance companies were not left unscathed. This is because systemic risk has increased in the insurance sector, partly as a consequence of its growing ties with banks.

Insurers’ stocks were down in all countries in the STOXX® Global 1800 index (Figure 4). Once again, European countries bore the brunt of selling, with the Netherlands posting losses of 15%. In comparison, US insurers were down only 4%.

Figure 4: STOXX® Global 1800 Insurance index: returns by country

Source: Qontigo

Country contributions to index loss

US and European banks were mostly responsible for the 10% decline in the STOXX® Global 1800 Banks index (Figure 5).

UK, Spanish, French and Italian banks were the main culprits for the 12% fall in the STOXX® Europe 600 Banks index. Surprisingly, Swiss banks have a minuscule weight in the index (0.6%); instead, large Swiss financial institutions are categorized under Financial Services, and we will see their impact on that Supersector.

All but one of the 42 stocks in the STOXX® Europe 600 Banks index fell after March 10, with some losing over 20% of their equity.

Figure 5: Contribution to Global and European Bank index returns by country (March 10 to March 24, 2023)

Source: Qontigo

Switzerland was largely responsible for the drop in the European Financial Services Supersector (Figure 6). Except for Credit Suisse, which plunged 70%, there were lower magnitude losses among European Financial Services firms than the ones seen for European banks.

Credit Suisse held a relatively small weight in the STOXX® European 600 Financial Services index but was still the largest contributor to the index’s loss. UBS, which represents nearly 18% of the index, was the second-largest negative contributor.

Two of the largest stocks in the index — Deutsche Börse and London Stock Exchange (each weighing 10% in the index) — offset some of the overall losses.

Figure 6: Contribution to Global and European Financial Services index returns by country (March 10 to March 24, 2023)

Source: Qontigo

The downfall of insurers in Europe contributed more than 40% to the 5% decline in the STOXX® Global 1800 Insurance index (Figure 7). The US (34%) and Japan (15%) were the other large detractors.

The STOXX® Europe 600 Insurance index fell 7% over the short period, with all but one of its 31 constituents dropping.

Figure 7: Contribution to Global and European Insurance index returns by country (March 10 to March 24, 2023)

Source: Qontigo

Risk forecasts

The risk of European banks jumped 44% following SVB’s downfall, much more than it did for Global Banks (Figure 8). By March 24, the risk forecast for the STOXX® Europe 600 Banks index had exceeded that of the STOXX® Global 1800 Banks index, as measured by Axioma fundamental short-horizon models, reverting the situation earlier in the year.

The risk of European Banks, Financial Services and Insurance is now higher than it was at the beginning of the year, while, so far, that is not the case for their global counterparts.

Figure 8 – Risk on Financials Supersectors: Banks, Financial Services, Insurance

Source: Qontigo

Conclusion

Despite regulators’ efforts to limit the damage from the bank upheaval, investors are becoming more and more anxious about a contagion effect among financial institutions and a cascading impact on other industries. For an analysis on the potential effects on stocks of a widening banking crisis, see the blog post ‘Bank Credit spread contagion – how bad can it get?

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Bank credit spread contagion – how bad could it get? https://stoxx.com/bank-credit-spread-contagion-how-bad-could-it-get/?utm_source=rss&utm_medium=rss&utm_campaign=bank-credit-spread-contagion-how-bad-could-it-get Mon, 27 Mar 2023 15:18:30 +0000 https://stoxx.com/?p=60044

The recent collapse of Silicon Valley Bank and Signature Bank in the US and the forced takeover of Credit Suisse by rival UBS have sparked fears of contagion throughout the global financial system and, ultimately, the wider economy, rekindling memories of the so-called “doom loop” during the 2011 Eurozone debt crisis. 

Christoph Schon
As Senior Principal for Applied Research, Christoph generates insights into market trends with a particular focus on multi-asset class analysis and thematic investing.

So far, the effect on other sectors has been fairly contained, but a further deterioration of bank credit quality could drag other industries into negative territory as well. Our stress tests indicate that bank shares could fall another 15% in the US and almost 20% in Europe, if credit spreads were to widen another 200 basis points from their already elevated levels. But traditional defensive sectors, such as utilities, consumer staples or healthcare, could provide some protection, with losses projected to remain in the low single digits.

For most of the past two decades, spreads on bank debt have vacillated largely in line with overall credit risk premia. The dark blue line in Figure 1 shows the 5-year yield pickup of USD-denominated, single-A-rated bank bonds over risk-free rates since 2007, while the green line represents the average spread of all corporate securities with the same currency and credit quality. 

Figure 1 – Average 5-year spreads over USD risk-free rates for global corporates and banks

Source: Axioma Fixed Income Spread Curves.

As seen from the light blue area, the two major exceptions when the two time series diverged were during the global financial crisis in early 2009 and the Eurozone debt crisis of 2011/12, when borrowing rates for financial institutions increased much more than for overall corporate debt. Especially in the second half of 2011, the yield differential expanded to 170 basis points, with the single-A bank spread peaking at almost 4%. At the moment, the latter has just spiked above 2%, with a pickup of more than 60 basis points over all corporates — its widest since the end of 2012.

The similarity between the recent problems of the troubled US banks (the issues with Credit Suisse appeared to be of a more deep-rooted, structural nature and have been going on for much longer) and the Eurozone debt crisis is that in both cases, the affected institutions had large holdings of long-dated government debt that were marked down significantly as interest rates soared.

Equity market impact

The charts in Figure 2 show simulated returns for representative US (left) and European (right) equity sector portfolios under a range of historical and transitive scenarios. The light blue bars indicate how today’s portfolios would have fared under market conditions prevalent in the second half of 2011, while the green bars represent their hypothetical returns based on market movements since March 8, 2023. The dark blue bars are projected future returns if credit spreads for USD-denominated, single-A-rated banks were to widen another 200 basis points. The betas and covariances for the latter stress test were calibrated using daily returns since March 8.

Figure 2 – Simulated returns for US (left) and European (right) equity sectors[1]

Source: Axioma Risk™. Data as of March 22, 2023.

The green bars in both charts indicate that the most severe share-price losses have so far been concentrated in the financial and commodity sectors, while technology, healthcare and utility stocks have to date escaped largely unscathed. Between March 8 and 22, 2023, global bank shares lost 11% on average, compared with -1.4% for the STOXX® Global 1800. However, if spreads on bank debt were to widen another 200 basis points from their current levels, the dark blue bars predict losses across all sectors, with US bank stocks projected to shed another 15%. The pullback could be even larger for their European counterparts, which could lose as much as 19% of their market capitalization.

That being said, the downturn can be expected to be much more benign in traditionally defensive industries, with losses being confined to single digits for utility, consumer staples and healthcare companies. The historic returns from the Eurozone debt crisis, represented by the light blue bars, appear to confirm this notion.

Debt market impact

The picture looks slightly different in the debt market, where credit spreads widened across all sectors, though the underperformance was much more severe for financial securities. Figure 3 depicts excess returns of USD-denominated corporate bonds over US Treasury securities. In order to make returns comparable across sectors and time periods, the performance numbers were normalized to an average duration of six years.

Figure 3 – Simulated excess returns for USD-denominated corporate bonds

Source: Axioma Risk™. Data as of March 22, 2023.

Even though the recent excess returns (represented by the green bars) were negative, the simultaneous flight to quality meant that the plummeting sovereign yields largely compensated for the wider credit spreads, resulting in flat or even slightly positive total returns for most non-financial securities. The inverse relationship is likely to persist if things take a further turn for the worse, thus cushioning at least some of the projected losses shown by the blue bars.

Should investors be worried?

The stress tests indicate a certain degree of contagion with all parts of the economy eventually experiencing losses, if credit conditions were to deteriorate to the levels observed during the Eurozone debt crisis. European bank shares especially could suffer additional losses of up to 20%. However, not all sectors will be hit equally hard, and more traditional defensive industries like utilities, consumer staples and healthcare might offer some refuge. Corporate bonds are also likely to get some relief from lower risk-free rates, which would dampen the blow of higher credit risk premia.


[1] The sectors displayed are GICS sectors (level 1), apart from Banks, which represent the industry group (level 2) within the broader Financials sector.

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