Archiv der Kategorie: Bonds

Green risks: Researchpost #151

Green risks: 9x new research on GPT, influencers, sustainable products, climate policies and city and market risks, environmental metrics, investment fees and art (# shows the number of full paper SSRN downloads as of Nov. 9^th, 2023)

Social and ecological research: Green risks

Good GPT? Capital Market Consequences of Generative AI: Early Evidence from the Ban of ChatGPT in Italy by Jeremy Bertomeu, Yupeng Lin, Yibin Liu, and Zhenghui Ni as of Oct. 11^th, 2023 (#633): “On March 31, 2023, the Italian data protection authority found that ChatGPT violated data protection laws and banned the service in Italy …. Italian firms with greater exposure to the technology exhibit an underperformance of around 9% compared to firms with lower exposure during the ban period. We observe a more significant negative impact on stock value for smaller and newly established companies …. Analysts located in Italy issue fewer forecasts than foreign analysts covering the same Italian firm. Further, bid-ask spreads widen during the ban, particularly for firms with fewer institutional investors, limited analyst coverage, and a lower presence of foreign investors“ (abstract). My comment see How can sustainable investors benefit from artificial intelligence? – GITEX Impact – Leading ESG Event 2023

Hidden sponsors: How Much Influencer Marketing Is Undisclosed? Evidence from Twitter by Daniel Ershov, Yanting He, and Stephan Seiler as of Nov. 8th, 2023 (#133): „… we quantify the importance of undisclosed sponsored content on Twitter based on a unique data set of over 100 million posts …. We find that undisclosed sponsored posts are ubiquitous with 96% of all sponsored content being undisclosed. The share of undisclosed content decreases only slightly over time despite stronger regulation and only a small share of brands responded to a regulatory change that mandated disclosure at the beginning of a post. … We also find that young brands with a larger social media following are less likely disclose sponsored content. These kind of brands will likely rely more heavily on influencers and therefore disclosure rates might remain low in the future“.

Green distribution deficits: Sustainable Product Demand and Profit Potential by Bryan Bollinger, Randi Kronthal-Sacco, and Levin Zhu as of Oct. 13^th, 2023 (#43): “… we flexibly estimate price elasticities for every product in every county in the United States, for which we have sufficient data, in different store formats. … While profit potential and availability of sustainable products increase together with some demographic variables, in other cases the availability of sustainable products does not reflect the profit potential. … for mass merchandiser stores, we find that sustainable products are more available in markets with higher incomes, higher Democratic vote share, and a higher fraction of the population that is white, despite the fact that profit potential is not higher in these markets for the majority of categories. Our findings that the demographic factors still predict availability even after controlling for profit potential suggest that product distribution decisions (either by manufacturers or retailers) may be influenced by prior beliefs about preferences of consumers that fit these criteria. Our findings speak to potential access issues to sustainable products for less “stereotypical” sustainable consumers (non-white, less college education, lower income, and Republican), which also presents a potential market opportunity for manufacturers and retailers“ (p. 30/31).

Climate action framing: Public Support for Climate Change Mitigation Policies: A Cross-Country Survey by Era Dabla-Norris, Salma Khalid, Giacomo Magistretti, and Alexandre Sollaci from the International Monetary Fund as of Nov. 2^nd, 2023 (#11): “This paper uses large-scale public perceptions surveys across 28 emerging market and advanced economies to examines how individuals view different climate mitigation policies and what drives their support. We find there is significant heterogeneity on climate risk perceptions and preferences for policies across individuals and countries. Respondents in emerging market economies (in general, countries more vulnerable to climate change) tend to see it as a bigger problem and are more supportive of policies to mitigate it. Concerns about climate change are also higher among women … Our surveys find that lack of support for carbon pricing is driven by concerns about rising energy prices and the perception that such policies are ineffective at reducing climate change. Another major concern is their perceived regressiveness (disproportionate impact on low-income households). … individuals that are given a short text describing the effectiveness of carbon pricing policies and their co-benefits increase their support by 7 percentage points. In contrast, reading a paragraph highlighting the costs of such policies decreases respondents’ support by 9 percentage points… the majority of respondents in every country in our sample find that all countries should bear the burden of those policies, not only the rich ones. Finally, we also find broad support for policies based on current, rather than historical, emissions …“ (p. 26/27).

City climate costs: A Market-based Measure of Climate Risk for Cities by Alexander W. Butler and Cihan Uzmanoglu as of Oct. 30^th, 2023 (#43): “We estimate the climate news sensitivities—climate news betas—of municipal bonds and invert their signs. This way, we expect bonds with higher (lower) climate news betas to be affected more (less) negatively from future negative climate news. We find that climate news betas are positively associated with yield spreads. The effect is economically meaningful: a one-standard deviation increase in climate news beta is associated with an increase of between 2.48% and 11.17% in average yield spreads. This finding demonstrates that higher climate risk exposure is associated with higher cost of borrowing. … there is substantial variation in climate risk based on cities’ demographics, such as poverty, population density, and climate science acceptance” (p. 29/30).

Responsible investment research: Green risks

Green policy risks: The Effect of U.S. Climate Policy on Financial Markets: An Event Study of the Inflation Reduction Act by Michael D. Bauer, Eric A. Offner, Glenn D. Rudebusch as of Nov. 8th, 2023 (#11): „… We show that the equity market responses to announcements of climate policy actions were quick, substantial, and distinctly heterogeneous with wide variation across firms and industries. Green stocks— equities of firms with lower carbon emission intensities and better environmental and emission scores—benefited from news that the IRA (Sö : US InflationReduction Act) would become law, while brown stocks—those of more carbon-intensive and more polluting firms—lost value. … We find equity movements in the opposite direction—with brown stocks outperforming green stocks—for the earlier event when the prospects for climate action shifted to negligible. … Industries likely to benefit from the new policies—in particular, the utilities, construction, and automobile/transportation sectors—saw their stocks appreciate. However, across all industries, there was little correlation between industry-level greenness and stock market response. This finding suggests that a more granular, firm-level level approach may often be necessary to reliably capture exposure to transition risk“ (p. 27/28).

Green risk reduction: Can environmental metrics improve bank portfolios’ performance? by Gian Marco Mensi and Maria Cristina Recchioni as of Nov. 2^nd, 2023 (#13): “We investigate the effectiveness of three different climate metrics in identifying green banks within a sample of large Eurozone and US lenders in the February 2019 – April 2022 period. … relative exposure to stranded assets, environmental ratings and Scope 2 emissions … The results show that the selected climate loss proxy overperforms in the Eurozone, succeeding in creating an effective climate tilt while containing active risk. Both emission-adjusted and rating-modified portfolios work as well, albeit less effectively. Conversely, the results with respect to US banks are inconclusive, with no metric consistently overperforming … “ (abstract).

Other investment research

More active, more money? Do Fees Matter? Investor’s Sensitivity to Active Management Fees by Trond Døskeland, André Wattø Sjuve, and Andreas Ørpetveit as of Sept. 16^th, 2023 (#324): “… we find that excess fees are negatively related to subsequent quarterly net flows, while the level of active management (measured by active share) is positively related to subsequent quarterly net flows … the fee variables are only moderately related to Morningstar ratings …” (p. 37). My position on active management see 30 stocks, if responsible, are all I need – Responsible Investment Research Blog (prof-soehnholz.com)

Attractive art: Portfolio Diversification Including Art as an Alternative Asset by Diana Barro, Antonella Basso, Stefania Funari and Guglielmo Alessandro Visentinas of Oct. 31^st, 2023 (#42): “We have shown that art returns are extremely volatile, and that much of this volatility can be attributed to the seasonal behavior of the time series. Moreover, notwithstanding the high risk, art still performs reasonably well compared with other asset classes, with which it is low correlated, and may even represent a better safe haven than gold“ (p. 24/25).

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Liquid impact advert for German investors

Sponsor my research by investing in and/or recommending my global small/midcap mutual fund (SFDR Art. 9). The fund focuses on social SDGs and uses separate E, S and G best-in-universe minimum ratings and broad shareholder engagement with currently 28 of 30 engaged companies: FutureVest Equity Sustainable Development Goals R – DE000A2P37T6 – A2P37T or Noch eine Fondsboutique? – Responsible Investment Research Blog (prof-soehnholz.com)

ESG inflation – Researchpost #147

ESG inflation: 18x interesting new research on real estate, pharma, monetary policy, fires, innovation, banks, corporate culture, ESG and climate funds, carbon premium, greenium, purpose, shareholder engagement, ETFs, structured products, art and crypto investing (# shows the number of full paper downloads at SSRN as of Oct. 13^th, 2023)

Social research: ESG inflation

Positive big real estate: The Impact of Institutional Investors on Homeownership and Neighborhood Access by Joshua Coven as of Sept. 19^th, 2023 (#89): “(Sö: Institutional buy to rent) … investors made it harder for households to purchase homes, but easier for the financially constrained to live in neighborhoods that previously had few rental options. B2R investors, by raising prices, benefited homeowners who held housing in B2R regions because they experienced capital gains. … I find that for every home B2R bought, they decreased the housing available for owner occupancy by 0.3 homes. It was not a 1:1 decrease because the demand shock triggered a supply response, and B2R investors crowded out other landlords. … I find that B2R increased the supply of rentals and lowered rents. … I also show with individual location data that B2R increased access to the neighborhoods for the financially constrained by providing rentals in areas with few rentals” (p.28/29). My comment: I consider residential listed real estate companies (REITs) to be typically aligned with SDG-goals. This research supports my hypothesis.

Pharma ESG: Aligning Environmental, Social, and Governance to Clinical Development: Moving 2 Towards More Sustainable Clinical Trials by Sandeep N. Athalye, Shylashree Baraskar, Shivani Mittra, and Elena Wolff-Holz as of Oct. 5^th, 2023 (#13): “Innovation in clinical trials that delivers affordable access to life-saving therapeutics for patients worldwide is fast becoming the core of the ESG strategy. The way clinical trials are conducted has a significant impact on the environment and planetary health. Drug development is among the highest producers of greenhouse gas (GHG) emissions, with about 4.4-4.6% of the worldwide GHG emissions coming from the Pharma sector. … This article discusses/reviews how clinical researchers can align with the ESG goals for efficient conduct of clinical trials of biologics as well as their biosimilars“ (abstract).

Ecological research: ESG inflation

Carbon money policy: Does Monetary Policy Shape the Path to Carbon Neutrality? by Robin Döttling and Adrian Lam as of Oct. 4^th, 2023 (#76): “… this paper documents that — in the US — stock prices of firms with relatively higher carbon emissions are more sensitive to monetary policy shocks. Consistent with the valuation results, we find that high-emission firms reduce their emissions relative to low-emission firms, but slow down emission-reduction efforts when monetary policy is tight“ (p. 28).

Northern problem: Explosive Temperatures by Marc Gronwald as of Oct. 9^th, 2023 (#18):“The paper finds, first, that global temperatures are explosive. Second, the paper also finds clear evidence of temporary explosiveness in Northern hemispheric data while in the Southern hemisphere respective evidence is much weaker. … The empirical pattern described here is attributable to so-called Arctic amplification, a phenomenon widely discussed in the climate science literature …” (p. 14/15).

Fire locations: Forest Fires: Why the Large Year-to-Year Variation in Forests Burned? By Jay Apt, Dennis Epple, and Fallaw Sowell as of Oct. 9^th, 2023 (#10): “California has 4% of the land area of the United States, but over the 36-year period of our sample (1987-2022) California averaged 13% of the total US forest area burned. … We find that 75 percent of the variability in forest area burned can be accounted for by variation in six variables: the mean of maximum annual temperatures, prior year precipitation, new housing construction, net electricity imports, and variation in AMO and ENSO (Sö: Atlantic Multi-decadal Oscillation (AMO) and El Niño–Southern Oscillation (ENSO)“ (p. 17).

Climate cooperation: Induced Innovation and International Environmental Agreements: Evidence from the Ozone Regime by Eugenie Dugoua as of Oct. 6^th, 2023 (#11): “This paper revisits one of the rare success stories in global environmental cooperation: the Montreal Protocol and the phase-out of ozone-depleting substances. I show that the protocol increased science and innovation on alternatives to ozone-depleting substances, and argue that agreements can indeed be useful to solving global public goods problems. This contrasts with game-theoretical predictions that agreements occur only when costs to the players are low, and with the often-heard narrative that substitutes were readily available“ (abstract)

Unclear GHG bank data: Assessing the data challenges of climate-related disclosures in European banks. A text mining study by Angel Ivan Moreno and Teresa Caminero of Banco de Espana as of Oct. 5^th, 2023 (#25): “The Climate Data Steering Committee (CDSC) is working on an initiative to create a global central digital repository of climate disclosures, which aims to address the current data challenges. … Using a text-mining approach, coupled with the application of commercial Large Language Models (LLM) for context verification, we calculate a Greenhouse Gas Disclosure Index (GHGDI), by analysing 23 highly granular disclosures in the ESG reports between 2019 and 2021 of most of the significant banks under the ECB’s direct supervision. This index is then compared with the CDP score. The results indicate a moderate correlation between institutions not reporting to CDP upon request and a low GHGDI. Institutions with a high CDP score do not necessarily correlate with a high GHGDI“ (abstract).

Cleaner culture: Environmental Externalities of Corporate Culture: Evidence from Firm Pollution by Wenquan Li, Suman Neupane, and Kelvin Jui Keng Tan as of Oct. 9^th, 2023 (#48): “We find that firms with a strong culture tend to have lower toxic emission levels and pollution intensity compared to those with a weak culture. … Further evidence shows that cultural values related to teamwork, innovation, respect, and integrity mainly drive the negative relationship between corporate culture and firm pollution. … Moreover, we find that enhanced diversity and increased investment in R&D activities serve as two potential channels through which a strong corporate culture affects firms’ pollution reduction efforts. Moreover, our results suggest that the decrease in firm pollution does not come at the expense of production. … when facing a less regulatory burden, firms with a strong culture proactively address environmental concerns, whereas firms with a weak culture increase toxic releases” (p. 36/37).

Responsible investment research: ESG Inflation

ESG inflation? ESG names and claims in the EU fund industry by European Securities and Markets Authority (ESMA) as of October 2^nd, 2023: “Focussing on EU investment funds … Using a novel dataset with historical information on 36,000 funds managing EUR 16 trillion of assets, we find that funds increasingly use ESG-related language in their names, and that investors consistently prefer funds with ESG words in their name“ (p. 3). My comment: My fund has no ESG in it’s name although it applies very strict Best-in-Universe ESG criteria and many 100% exclusions, see e.g. Active or impact investing? – (prof-soehnholz.com)

Climate fund deficits: Investing in Times of Climate Change 2023 by Hortense Bioy, Boya Wang, Alyssa Stankiewicz and Biddappa A R from Morningstar as of September 2023: “We identified more than 1,400 open-end and exchange-traded funds with a climate-related mandate as of June 2023, compared with fewer than 200 in 2018. Assets in these funds have surged 30% in the past 18 months to USD 534 billion, boosted by inflows and product development. Fueled by higher investor interest and regulation, Europe remains the largest and most diverse climate fund market, accounting for 84% of global assets. … Against a backdrop of high oil and gas prices, falling valuations in renewable energy stocks, and despite the Inflation Reduction Act, assets in U.S. climate funds have grown by only 4% in the past 18 months to USD 31.7 billion. … Funds offering exposure to climate solutions also exhibit high carbon intensity. These funds tend to invest in transitioning companies that operate in high-emitting sectors, such as utilities, energy, and industrials, and that are developing solutions to help reduce their own emissions and those of others. None of the most common companies in climate funds are aligned to 1.5° Celsius. The most popular stocks in broad market climate portfolios are more misaligned than those in portfolios that target climate solutions, with average Implied Temperature Rises of 3.3°C versus 2.4°C. This can be explained by the high and difficult-to-manage carbon emissions coming from the supply chain and/or customers (Scope 3 upstream and downstream) of top companies in broad market portfolios“ (p. 1). My comment: My SDG-aligned fund avoids fossil fuels but is only partly focused on climate solutions, clean energy and cleantech. Current data shows a 1.9°C Temperature Alignment for Scope 1+2 and 2.9°C including Scope 3, see www.futurevest.fund

Emissions pay: Does the Carbon Premium Reflect Risk or Mispricing? by Yigit Atilgan, K. Ozgur Demirtas, and Alex Edmans as of Sept. 25^th, 2023 (#12782): “… the level of and change in all three scopes of carbon emissions is significantly associated with both higher earnings surprises and higher earnings announcement returns, but carbon intensities are not. The four earnings announcements each year account for 30- 50% of the carbon premium in both levels and changes. … emitting firms are able to enjoy superior earnings surprises, earnings announcement returns, and realized returns because they do not fully bear the consequences (nor are they expected to fully bear the consequences) of their polluting activity“ (p. 11).

Green hedge: Greenium Fluctuations and Climate Awareness in the Corporate Bond Market Massimo Dragottoa , Alfonso Dufoura , and Simone Varotto as of Sept. 19^th, 2023 (#55): “… green bonds generally trade at a premium in comparison to their non-green counterparts. Further, we have identified dynamic fluctuations in the greenium over time, which correspond to major climate change-related events and policy decisions. … Bonds that have been externally reviewed exhibit an (up to five time) larger greenium than non-certified bonds. …. certified green bonds can also garner a ‘green premium’ during these (Sö: natural disaster) events, with the scale of this premium directly being influenced by the extent of disaster damages. … increased demand for environmentally responsible investments translates into lower spreads for green and conventional bonds issued by companies that are actively working to address climate change issues, such as the green issuers in our sample. The effect is even stronger for certified green bonds“ (p. 17/18).

ESG compensation? What Purpose Do Corporations Purport? Evidence from Letters to Shareholders by Raghuram Rajan, Pietro Ramella, and Luigi Zingales as of March 18^th, 2023 (#877): “In spite of the proliferation of corporate goals, we find that executive compensation remains overwhelmingly focused on shareholder value, as measured by stock prices and financial performance. While we do observe an increase in the use of environmental and social metrics in compensation, especially by firms that announce such goals, the magnitude of this relationship is still small. We also find corporate statements of ESG goals are associated with policies and programs that favor those goals, but there is little evidence that it improves the firm’s measurable ESG outcomes“ (p. 37).

No engagement monopoly? Big Three (Dis)Engagements by Dhruv Aggarwal, Lubomir Litov, and Shivaram Rajgopal as of Oct. 5^th, 2023 (#117): “This paper uses newly available data to empirically analyze how the three largest asset managers (BlackRock, Vanguard, and State Street) engage with portfolio companies” (abstract). … “The revelation that a portfolio firm is targeted for engagement leads it to exhibit negative abnormal returns. However, the magnitude of value destruction is tiny, ranging from 10 to 50 basis points, and transient, concentrated in the days immediately around the public revelation of the engagement effort. … engagement is significantly correlated with the extent of the asset managers’ ownership stake in the firm and the CEO’s total compensation. Both these variables are easily available heuristics that can be used by the Big Three’s understaffed stewardship teams to select engagement targets. … BlackRock and Vanguard become less likely to vote against management the year after they select a portfolio company for engagement. … Companies do not reduce CEO compensation, increase female board representation, or become less likely to have dual class structures after being targeted for engagement by the largest asset managers“ (p. 26/27). My comment: If Blackrock has only 15 engagement professionals, then my fund has relatively more shareholder engagement resources. My approach see Shareholder engagement: 21 science based theses and an action plan – (prof-soehnholz.com)

Other investment research

Active index funds? Discretionary Investing by ‘Passive’ S&P 500 Funds by Peter Molk and Adriana Robertson as of Aug.28^th, 2023 (#169): “… we examine funds that track the most prominent index, the S&P 500. S&P 500 index funds do not typically commit, in a legally enforceable sense, to holding even a representative sample of the underlying index, nor do they commit to replicating the returns of that index. Managers therefore have the legal flexibility to depart substantially from the underlying index’s holdings. We also show that these departures are commonplace: S&P 500 index funds routinely depart from the underlying index by meaningful amounts, in both percentage and dollar terms. While these departures are largest among smaller funds, they are also present among mega-funds: even among the largest S&P 500 funds, holdings differ from the index by a total of between 1.7% and 7.5% in the fourth quarter of 2022” (abstract).

Structured product markets: Essays on Structured Products 2022 by Jacob H Schmidt and Esha Pilinja as of Sept. 26^th, 2023 (#78): “Over the past 30 years structured products (SP) have become popular with all investors – institutional, family offices, high-net-worth individuals and retail investors. But what are structured products? Put simply, SP are investment products linked to equities, fixed income (bonds or interest rates), commodities or any other market or underlying asset, with or without derivatives overlay, with or without leverage, with or without capital guarantee. Crypto-linked products are the latest variant. …. we present ten essays on structured products in wealth management … The focus is on the role, risk-return profile and applications of structured products in wealth management, in different countries and for different investors“ (abstract). My comment: Several essays seem to be too optimistic but I find the ones from Karl David Bok on risks and from Fereydoun Valizadeh on Switzerland and Anna Sandberg on Germany interesting.

Art investment research: A Bilbliometric Analysis of Art in Financial Markets by Diana Barro, Antonella Basso, Stefania Funari, Guglielmo Alessandro Visentin as of Oct. 6^th, 2023 (#25): “Over 250 scholars contributed to writing 181 articles on art in financial markets, published in almost 100 journals. … a relatively small fraction of authors is responsible for a large percentage of the contributions. We have identified the most relevant papers, journals, and authors in the field …“ (p. 23).

Crypto infections: New Evidence on Spillovers Between Crypto Assets and Financial Markets by Roshan Iyer and Adina Popescu from the International Monetary Fund as of October 5^th, 2023 (#52): „The paper finds that crypto asset markets exhibit a high level of integration, potentially surpassing other asset classes, with significant spillovers in terms of both returns and volatilities. Over time, this connectedness has shown an upward trend, especially following 2017, reaching its peak during the early phase of the COVID-19 pandemic. … Although Ethereum stands out in terms of the number of spillovers to other coins in the more recent period, various other coins also play significant roles in transmitting spillovers … we find that crypto assets exhibit a significant level of connectedness with global equities, while the spillovers with bond indices and the USD are relatively modest. Volatility spillovers between crypto assets and the VIX and commodity prices are also pronounced, with gold in particular receiving substantial spillovers from crypto assets” (p. 31/32).

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Advert for German investors:

Sponsor my research by investing in and/or recommending my global small/midcap mutual fund (SFDR Art. 9). The fund focuses on social SDGs and uses separate E, S and G best-in-universe minimum ratings and broad shareholder engagement with currently 30 of 30 engaged companies: FutureVest Equity Sustainable Development Goals R – DE000A2P37T6 – A2P37T or Noch eine Fondsboutique? – Responsible Investment Research Blog (prof-soehnholz.com)

ESG gemischt, SDG schlecht: 9-Monatsperformance 2023

ESG gemischt: Vereinfacht zusammengefasst haben meine nachhaltigen ESG-Portfolios in den ersten 9 Monaten 2023 ähnlich rentiert wie vergleichbare traditionelle aktiv gemanagte Fonds bzw. traditionelle ETFs. Allerdings liefen die SDG-fokussierte (Multi-Themen) und die Trendfolgeportfolios schlecht. Im Jahr 2022 hatten dagegen besonders meine Trendfolge und SDG-Portfolios gut rentiert (vgl. SDG und Trendfolge: Relativ gut in 2022 – Responsible Investment Research Blog (prof-soehnholz.com)).

Traditionelles passive Allokations-ETF-Portfolios gut

Das nicht-nachhaltige Alternatives ETF-Portfolio hat in 2023 bis September 2023 0,2% gewonnen. Dafür hat das regelbasierte „most passive“ Multi-Asset Weltmarkt ETF-Portfolio mit +3,7% trotz seines hohen Anteils an Alternatives relativ gut abgeschnitten, denn die Performance ist sogar etwas besser als die aktiver Mischfonds (+3,2%).

ESG gemischt: Nachhaltige ETF-Portfolios

Vergleichbares gilt für das ebenfalls breit diversifizierte ESG ETF-Portfolio mit +3,5%. Das ESG ETF-Portfolio ex Bonds lag mit +5,4% aufgrund des hohen Alternatives- und geringeren Tech-Anteils erheblich hinter den +10,6% traditioneller Aktien-ETFs. Das ist aber ganz ähnlich wie die +5,3% aktiv gemanagter globaler Aktienfonds. Das ESG ETF-Portfolio ex Bonds Income verzeichnete ein etwas geringeres Plus von +4,3%. Das ist etwas schlechter als die +4,8% traditioneller Dividendenfonds.

Mit -1,1% schnitt das ESG ETF-Portfolio Bonds (EUR) im Vergleich zu -2,2% für vergleichbare traditionelle Anleihe-ETFs relativ gut ab. Anders als in 2022 hat meine Trendfolge mit -4,9% für das ESG ETF-Portfolio ex Bonds Trend nicht gut funktioniert.

Das aus thematischen Aktien-ETFs bestehende SDG ETF-Portfolio lag mit -5,4% stark hinter traditionellen Aktienanlagen zurück und das SDG ETF-Trendfolgeportfolio zeigt mit -13.8% eine sehr schlechte Performance.

Direkte pure ESG und SDG-Aktienportfolios

Das aus 30 Aktien bestehende Global Equities ESG Portfolio hat +7,1% gemacht und liegt damit etwa besser als traditionelle aktive Fonds (+5,3%) aber hinter traditionellen Aktien-ETFs, was vor allem an den im Portfolio nicht vorhandenen Mega-Techs lag. Das nur aus 5 Titeln bestehende Global Equities ESG Portfolio S war mit +6,6% etwas schlechter, liegt aber seit dem Start in 2017 immer noch vor dem 30-Aktien Portfolio.

Das Infrastructure ESG Portfolio hat -8,7% gemacht und liegt damit erheblich hinter den -5,3% traditioneller Infrastrukturfonds und den -3,8% eines traditionellen Infrastruktur-ETFs. Das Real Estate ESG Portfolio hat dagegen nur -1,5% verloren, während traditionelle globale Immobilienaktien-ETFs -3,6% und aktiv gemanagte Fonds -3,9% verloren haben. Das Deutsche Aktien ESG Portfolio hat bis September +2,5% zugelegt. Das wiederum liegt erheblich hinter aktiv gemanagten traditionellen Fonds mit +6,9% und nennenswert hinter vergleichbaren ETFs mit +4,9%.

Das auf soziale Midcaps fokussierte Global Equities ESG SDG hat mit -8,6% im Vergleich zu allgemeinen Aktienfonds sehr schlecht abgeschnitten. Das Global Equities ESG SDG Trend Portfolio hat mit -14,2% – wie die anderen Trendfolgeportfolios –besonders schlecht abgeschnitten. Das noch stärker auf Gesundheitswerte fokussierte Global Equities ESG SDG Social Portfolio hat dagegen mit +3,8% im Vergleich zum Beispiel zu Gesundheitsfonds (-3,2%) ziemlich gut abgeschnitten.

Investmentfondsperformance

Mein FutureVest Equity Sustainable Development Goals R Fonds, der am 16. August 2021 gestartet ist, zeigt nach einem sehr guten Jahr 2022 mit -8,1% eine starke Underperformance gegenüber traditionellen Aktienmärkten. Das liegt vor allem an der Branchenzusammensetzung des Portfolios (weitere Informationen wie z.B. auch den aktuellen detaillierten Engagementreport siehe FutureVest Equity Sustainable Development Goals R – DE000A2P37T6 – A2P37T). Mehrere der Portfoliobestandteile sind nach klassischen Kennzahlen teilweise stark unterbewertet.

Anmerkungen: Die Performancedetails siehe www.soehnholzesg.com und zu allen Regeln und Portfolios siehe Das Soehnholz ESG und SDG Portfoliobuch. Benchmarkdaten: Eigene Berechnungen u.a. auf Basis von www.morningstar.de

Impactinvesting ideas – Researchblog #145

Impactinvesting ideas: 12x new research on terrorism, migrants, emissions, innovations, ESG-ratings, sustainable debt, impactinvesting, directors, ETFs, gamification and concentration by Timo Busch, Harald Hau, Ulrich Hege, Thorsten Hens and many more (#: SSRN downloads on Sept. 28^th, 2023)

Social research

Terror success: Terrorism and Voting: The Rise of Right-Wing Populism in Germany by Navid Sabet, Marius Liebald, Guido Friebel as of Sept. 25^th, 2023 (#15): “… we find that successful (Sö terror) attacks lead to significant increases in the vote share for the right-wing, populist Alternative für Deutschland (AfD) party. Our results are predominantly observable in state elections, though attacks that receive high media coverage increase the AfD vote share in Federal elections. These patterns hold even though most attacks are motivated by right-wing causes and target migrants. Using a longitudinal panel of individuals, we find successful terror leads individuals to prefer the AfD more and worry more about migration” (abstract).

Integration deficits: The Integration of Migrants in the German Labor Market: Evidence over 50 Years by Paul Berbée and Jan Stuhler as of Sept. 25^th, 2023 (#47): “First, employment profiles tend to be concave, with low initial employment but rapidly increasing employment in the first years after arrival (convergence). However, income gaps widen with more time in Germany (divergence). … Second, for most groups the employment gaps do not close, despite the initial catch-up. … Third, the income and employment gaps close partially in the second generation, but the employment gaps shrink by only 25% and remain large for some groups. Finally, the perhaps most striking observation is the sudden collapse of employment among earlier arrivals from Turkey in the early 1990s. … The employment shares of the refugees arriving around 2015 are similar to earlier refugee cohorts, despite the unusual favorable labor market conditions and the increased focus on integration policies. Their predicted long-term gaps in employment (about 20-25 pp.) are more than twice as large as the corresponding gap for Ukrainian refugees (about 10 pp.). … Summing up, immigration has become indispensable for the German economy, and the experience from more than 50 years shows that many migrant groups achieve substantial employment rates and incomes. However, barriers to integration persist, and while integration policies have improved along some dimensions, as yet we see no systematic improvements in integration outcomes over time (“p. 36/37).

Ecological research

Loose commitments: Behind Schedule: The Corporate Effort to Fulfill Climate Obligations by Joseph E. Aldy, Patrick Bolton, Zachery M. Halem, and Marcin Kacperczyk as of Sept. 20^th, 2023 (#66): “We analyze corporate commitments to reduce carbon emissions. We show that companies in their decisions to commit are more driven by external shareholder pressure and reputational concerns rather than economic motives due to cost of capital effects. We further show that many companies focus on short-term pledges many of which get revised over time. Despite the growth in commitment movement, we find that most companies have fallen behind on their commitments for reasons that could be both systematic and idiosyncratic in nature“ (abstract).

Innovative suppliers: Climate Innovation and Carbon Emissions: Evidence from Supply Chain Networks by Ulrich Hege, Kai Li, and Yifei Zhang as of Sept. 14^th, 2023 (#83): “… we ask (i) whether climate innovation invented by a supplier firm allows its customer firms to reduce CO2 emissions, and (ii) whether climate innovation facilitates the acquisition of new business customers and what types of customers. We find that climate innovations help customer firms to reduce carbon emissions …. Emissions savings are accentuated for high-emission firms and firm with stronger environmental concerns. … We show that customer firms generally have a strong preference for suppliers’ climate innovations. Moreover, we show that climate innovation allows suppliers to expand their customer base. We find that the capacity to attract new customers is more pronounced for customers with a strong preference for reducing their carbon footprint: these include firms with a strong preference for environmental protection, measured by their high environmental scores in their ESG ratings, but also firms with elevated GHG emissions that presumably anticipate regulatory or investor pressure to curtail their GHG emissions“ (p. 31/32). My comment regarding supplier relations see Supplier engagement – Opinion post #211 – Responsible Investment Research Blog (prof-soehnholz.com)

ESG investment research: Impactinvesting ideas

E-Rating divergence: Environmental data and scores: Lost in translation by Enrico Bernardini, Marco Fanari, Enrico Foscolo, and Francesco Ruggiero from the Bank of Italy as of Sept. 19^th, 2023 (#26): “… we find that environmental data have meaningful, although limited, explanatory power for the E-scores. … the scores of some providers are more related to raw data …. We identify some variables as significant and common across several providers, such as forward-looking measures like the presence of reduction targets for emissions and resource use as well as environmental and renewable energy policies. … We find the latent component to be heterogeneous across providers and this evidence may be due to different materiality in the providers’ assessments. Indeed, some providers focus their analysis on how the corporate financial conditions are affected by environmental issues, while others consider how corporate conduct can affect environmental conditions and others consider both perspectives (”double materiality”)” (p. 20).

More “sustainable” debt: Do Sustainable Companies Receive More Debt? The Role of Sustainability Profiles and Sustainability-related Debt Instruments by Julia Meyer and Beat Affolter as of Aug. 20^th, 2023 (#89): “We have made use of three different sources of data to classify companies into one of three groups: (i) companies avoiding ESG risks (using the ESG rating), (ii) companies contributing to the SDGs (SDG score), and (iii) companies committed to transformation (SBTi targets or commitments). First, our results show that sustainability-related debt is largely issued by sustainable companies in all three dimensions. — Secondly, … we find a significant increase in levels of debt for more sustainable companies in all three dimensions. However, this increase seems not to be linked to the issuance of sustainability related debt instruments …. Our results, therefore, indicate that lenders have started to incorporate sustainability and transformation assessments over time and that good sustainability performance (again in all three dimensions) has led to additional debt financing compared to companies with a low sustainability performance” (p. 20).

Impactinvesting ideas: Research

Reactions to pollution: Sustainable Investing in Imperfect Markets by Thorsten Hens and Ester Trutwin as of Sept. 21^st, 2023 (#42): “Given that the price for polluting the environment is too low, we show that impact investing can lead to a second-best solution. If at the margin the technology is ”clean”, investment should be increased while a capital reduction is appropriate if at the margin the firm’s technology is ”dirty”. However, sustainable investing requires households to anticipate the firm’s pollution activity. Therefor we show how the same solution can be implemented with ESG investing in which the burden of knowledge lies on the rating agency. Finally, we indicate that the first-best solution can be achieved by sustainable consumption” (abstract) My comment on impactinvesting ideas see Active or impact investing? – (prof-soehnholz.com)

Few Institutional directors: Do Institutional Directors Matter? by Heng Geng, Harald Hau, Roni Michaely, and Binh Nguyen as of Feb. 21^st, 2023 (#168): “We find that board representation by institutional investors is relatively rare in U.S. public firms compared to the high institutional ownership in U.S. public firms. Only 7.61% of Compustat firm-years from 1999-2016 feature at least one institutional director representing an institutional shareholder owning more than 1% of outstanding shares. Second, Additional analyses indicate that banks, sophisticated investors (e.g., hedge funds, private equity), and activist shareholders are likely to obtain board seats. By contrast, large retail funds generally do not seek board representation. Common institutional directors representing the so-called “Big Three” asset management companies, which are concerned most for the potential antitrust implications, are only found in only 37 intra-industry firm pairs. Our third set of results reveals that rival firms sharing institutional investors rarely feature joint board representation by the same institutional investor. More importantly, in the rare cases of joint board representation, we do not find evidence that such overlapping board representation is related to higher profit margins than what is already predicted by common institutional ownership in a firm pair” (p. 23/24). My comment: Selecting adequate board directors is one of many potential of impactinvesting ideas

Practical Impactinvesting ideas: Principles for Impact Investments: Practical guidance for measuring and assessing the life cycle, magnitude, and tradeoffs of impact investments by Timo Busch, Eric Pruessner and Hendrik Brosche as of Sept. 26^th, 2023 (#62): “For the impact life cycle, we propose a clear set of principles that create a standard for how impact-aligned and impact-generating investments should measure and assess impact. Regarding the topic of impact magnitude, the principles provide guidance for how large a company impact must be for impact investments to be considered significant. Ideally by using thresholds to determine the magnitude of a company impact, impact investments are directly connected to sustainable development objectives“ (p. 19).

Other investment research

ETF effects: Rise of Passive Investing – Effects on Price Level, Market Volatility, and Price Informativeness by Paweł Bednarek as of Sept. 12^th, 2023 (#117): “I find that the growth of passive investing did not increase the overall price level, thus contradicting the common ETF bubble hypothesis, which postulated that rapid growth in passive strategies may lead to the detachment of prices of these securities from fundamentals. … We estimate that about 10% of current market volatility can be attributed to the rise of passive investing. It also resulted in diminished price informativeness due to weakened information acquisition. Further reduction in passive management fees will strengthen these effects“ (abstract).

The bank wins: The Gamification of Banking by Colleen Baker and Christopher K. Odinet as of Sept. 26^th, 2023 (#42): “After providing an overview of gamification in general, we examined its rise in the context of stock trading … We next turned to early appearances of gamification in banking … we think that its pace is about to accelerate. Our perspective is supported by a number of examples involving banks and fintechs partnering or combining to offer banking services through a game-like interface. As in Truist’s case, bank-fintech partnerships are on the cusp of the gamification of banking that we predict will develop in three stages, culminating with meg one-stop-shop financial intermediary platforms anchored by cloud computing service providers“ (p. 39/40).

Better >10 stocks: Underperformance of Concentrated Stock Positions by Antti Petajisto as of Aug. 28^th, 2023 (#473): “… we find that the median stock has underperformed the cap-weighted market portfolio by 7.9% over rolling ten-year investment periods (or 0.82% per year) since 1926. The relative underperformance over rolling ten-year periods increases to 17.8% (or 1.94% per year) when considering only stocks whose performance ranked in the top 20% over the prior five years. … the observed underperformance of the median stock applies across all industry groups and among both the smallest and largest stocks“ (p. 18/19). My comment: In this research concentrated means 10% or higher allocation to every stock. Here you find more research and my opinion: 30 stocks, if responsible, are all I need – Responsible Investment Research Blog (prof-soehnholz.com)

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Ungreen banks: Researchpost #141

Ungreen banks with 13x new research on gas, smart cities, green innovation, auditors, esg news, greenwashing, dividends, investor education by Markus Leippold, Zacharias Sautner, Matthias Sutter, Sascha Steffen, Alexander F. Wagner and many more (# of SSRN downloads on Sept. 1st, 2023):

Social and ecological research: Ungreen banks

Ungreen banks (1): Climate Transition Risks of Banks by Felix Martini, Zacharias Sautner, Sascha Steffen, and Carola Theunisz as of Aug. 29^th, 2023 (#116): “… we propose a new bottom-up approach that utilizes syndicated loan portfolio data to measure banks’ exposures to transition risks through their corporate loan books. … we empirically analyze a sample of 38 prominent U.S. lenders spanning the period from 2004 to 2019. … the average exposure in the U.S. banking system gradually declined after the ratification of the Paris Agreement in 2015. … Transition risk exposure is larger at bigger and more leveraged banks, and at banks with fewer female directors on the board“ (p. 25).

Ungreen banks (2): The Green Energy Transition and the 2023 Banking Crisis by Francesco D’Ercole and Alexander F. Wagner as of August 28^th, 2023 (#91): “In March 2023, several U.S. banks collapsed … Specifically, firms at the forefront of environmental technologies significantly suffered from this banking crisis. Like in most crises, however, firms with lower leverage outperformed. … poor financial management, particularly in banks, can dramatically affect the energy transition …” (p. 8).

Gas risks: European Equity Markets Volatility Spillover: Destabilizing Energy Risk is the New Normal by Zsuzsa R. Huszar, Balazs B. Kotro, and S. K. Tan Ruth as of Aug. 2^nd, 2023 (#9): “… we examine oil and natural gas price changes in relation to equity market returns for 24 countries in the European Economic Area (EEA) … We find that during the 2003-2022 sample period, the major sources of market volatility primarily emanated from economic or political uncertainty of a specific country or group of countries, e.g., from Greece during the European sovereign debt crisis, from Central and Eastern European countries (CEEC) after the 2004 EU expansion, and from Norway during the oil rout. Energy risks, measured by large crude oil and natural gas price shocks, have become major volatility providers since 2019, with increasing volatility risk arising from natural gas, a green labelled energy source. Lastly, we also show CEEC markets with weakening currencies are more sensitive to oil and gas price shocks” (abstract).

Unsmart cities? SDG-11 and smart cities: Contradictions and overlaps between social and environmental justice research agendas by Ushnish Sengupta and Ulysses Sengupta as of Jan. 4^th, 2023 (#37): “This paper focuses specifically on SDG-11 “Make cities and human settlements inclusive, safe, resilient and sustainable” and how cities are increasingly incorporating ICT (Sö: Information and Communications Technology) toward this goal. … An increased use of ICT has its own energy and resource impacts that has implications for sustainability beyond the geography of individual cities to global impacts. The lifecycle and supply chain impacts of advanced ICT projects are being identified and documented. The end user of the Smart City projects may benefit significantly from the increased use of ICTs, while the environmental costs are often borne by disparate communities” (abstract). My comment: Currently, I only have one public transportation stock in my SDG-aligned mutual fund (www.futurevest.fund) which can still improve ecologically and I try to promote that via engagement (see Active or impact investing? – (prof-soehnholz.com)) but should cause little negative impacts on non-users.

Responsible investment research: Ungreen banks

Hot stocks: Temperature Shocks and Industry Earnings News by Jawad M. Addoum, David T. Ng, and Ariel Ortiz-Bobea as of Jan. 9^th, 2023 (#1752): “We find that the effects of temperature extremes are relatively widespread, affecting earnings in over 40% (24 out of 59) of industries, and are not confined to only agriculture-related firms. We … find that revenue effects drive the profitability results in about 75% of cases. … temperature shocks are associated with earnings surprises relative to analyst forecasts. Finally, we find that analysts’ earnings forecasts and stock prices do not immediately react to observable intra-quarter temperature shocks …” (p. 33).

Sensitive green: The Green Innovation Premium by Markus Leippold and Tingyu Yu as of Aug. 7^th, 2023 (#342): “Using patent abstracts and earnings call transcripts, we construct a firm-level measure to capture firms’ dedication to climate technology development and investors’ attention to green innovation…. A portfolio that is long on firms with low greenness and short on those with high greenness generates an average return of about 6% per year. … This indicates that investors require lower returns from firms demonstrating substantial green innovation endeavors. … Following Trump’s election victory, firms with a higher degree of greenness underperformed, likely due to the expectations of loosening environmental regulations. Conversely, these firms demonstrated positive performance in response to Biden’s election win, the Russia-Ukraine war disruption, and the IRA’s announcement“ (p. 28).

Audit deficits: Do auditors understand the implications of ESG issues for their audits? Evidence from financially material negative ESG incidents by Daniel Aobdia and Aaron Yoon as of Aug. 28^th, 2023 (#32): “We find that during the post SASB (Sö: Sustainability Accounting Standards Board) guidance period, auditors are less likely to detect a material weakness after firms experience financially material negative ESG incidents relative to those that do not experience material negative ESG incidents. … we find an increased probability of misstatements in the post SASB-standards period when material ESG issues are reported. … Overall, the evidence suggests that auditors, especially the larger ones, may not yet fully understand the implications of material ESG issues from a financial reporting standpoint …” (p. 37/38)

ESG risks: News is Risky Business by Kari Heimonen, Heikki Lehkonen, and Vance L. Martin as of Aug. 25^th, 2023 (#37): “… the empirical results provide evidence that responsible investors hedge ESG risks resulting in relatively lower expected returns than achieved by less responsible investors. This result holds for the broad ESG risk index as well as its E, S and G subcomponents. The empirical results also provide evidence that risk prices can change over time as is the case with the US withdrawal from the Paris Climate Agreement and the 2008-09 GFC, but not necessarily during the more recent COVID-19 pandemic” (abstract). … “The empirical results corroborate the importance of ESG news on stock returns, revealing a negative impact from ESG news shocks which is not captured by traditionally used risk factors and macroeconomy related variables. … the empirical results also show that ESG investments may not completely override the brown companies’ share in investors’ portfolios” (p. 39). My comment: With my own investments I focus only on responsible investments, see 30 stocks, if responsible, are all I need – Responsible Investment Research Blog (prof-soehnholz.com).

Green expectations: Financing Emissions by Dominique Badoer and Evan Dudley as of Aug. 30^th, 2023 (#69): “We examine how investor expectations about the timing of transition risk related to climate change affects the debt financing costs of greenhouse gas emitting firms in the corporate bond market. We find that yield-spreads increase less with maturity for firms that are more exposed to transition risk … Our results imply that investors expect climate related transition risks in some industries to be resolved in the short term” (abstract).

Fund-Greenclean: Do Mutual Funds Greenwash? Evidence from Fund Name Changes by Alexander Cochardt, Stephan Heller, and Vitaly Orlov as of Aug. 24^th, 2023 (#192): “We find that small, old, and less attractive funds attempt to regain investor capital flows by changing their names to include ESG terms. Following the name change, funds actively rebalance their holdings, begin to hold more stocks and invest less in each stock, while reducing their exposure to firms with severe and high ESG issues. Consequently, aggregate salient portfolio ESG scores and peer-adjusted ESG ranks increase, attracting significant abnormal flows of over 13% in the 12-month period following the name change toward ESG. … these funds do not change their pre name-change voting patterns, but also become even less supportive of ES proposals when their votes are more likely to be pivotal“ (p. 21). My comment: More holdings can be criticized, too, see Shareholder engagement: 21 science based theses and an action plan – (prof-soehnholz.com)

Other investment research

Dividend research: Corporate Dividend Policy by Mark Leary, and Vasudha Nukala as of July 29^th, 2023 (#134): “We survey the empirical literature on corporate dividend policy, with emphasis on developments over the last two decades. … In the second part, we focus on the unresolved question of why dividends matter … such as the channels through which dividends impact firm value. Payout policy can alter a firm’s market value by affecting its future cash flows or its cost of capital (in which case it impacts intrinsic value) or by signaling value-relevant information to investors (affecting only the timing of when that value is reflected in market prices). We organize the survey around these three possibilities, highlighting relevant empirical evidence and areas of remaining uncertainty” (abstract).

Educational profits: Skills, Education and Wealth Inequality by Elisa Castagno, Raffaele Corvino, and Francesco Ruggiero as of Aug. 13^th, 2023 (#15): “We document a positive and sizeable effect of education on both the level and returns to wealth due to the impact of education on stock market participation, after controlling for unobserved, individual ability. Our results suggest that policymakers can exploit the role of education to alleviate wealth inequality by promoting the stock market participation of unskilled individuals“ (abstract).

Good education: Financial literacy, experimental preference measures and field behavior – A randomized educational intervention by Matthias Sutter, Michael Weyland, Anna Untertrifaller, Manuel Froitzheim und Sebastian O. Schneider as of May 9^th, 2023 (#67): “We present the results of a randomized intervention to study how teaching financial literacy to 16-year old high-school students affects their behavior in risk and time preference tasks. … we find that teaching financial literacy makes subjects behave more patiently, more time-consistent, and more risk-averse. These effects persist for up to almost 5 years after our intervention. Behavior in the risk and time preference tasks is related to financial behavior outside the lab, in particular spending patterns”(abstract).

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Technology risks: Researchpost #139

Technology risks: 17x new research on SDGs, nuclear, blockchain and AI risks, innovation, climate, carbon offsets, ESG ratings, treasuries, backtests and trading, big data, forensic finance, private equity and other alternatives by Patrick Behr, Richard Ennis, Christian von Hirschhausen, Thierry Roncalli, Bernhard Schwetzler and many more (# shows SSRN downloads on August 17^th, 2023):

Social and ecological research (Technology risks)

SDG or green? Take a Deep Breath! The Role of Meeting SDGs With Regard to Air Pollution in EU and ASEAN Countries by Huynh Truong Thi Ngoc, Florian Horky, and Chi Le Quoc as of July 10^th, 2023 (#26): “First, the results show that in ASEAN countries, Goal 10 (Reduced Inequalities) has a negative correlation with most other SDGs while in the EU it shows a broadly positive correlation. … air pollution, particularly SO2 and CO emissions, is positively connected to most SDGs in ASEAN while the trend in the EU is not clear. This could be due to the rapid economic development in ASEAN nations as well …” (p. 19).

Nuclear risks: The Potential of Nuclear Power in the Context of Climate Change Mitigation -A Techno-Economic Reactor Technology Assessment by Fanny Böse, Alexander Wimmers, Björn Steigerwald, and Christian von Hirschhausen as of July 27^th, 2023 (#17): “… we synthesize techno-economic aspects of potential new nuclear power plants differentiating between three different reactor technology types: light-water cooled reactors with high capacities (in the range or above 1,000 MWel), so-called SMRs (“small modular reactor”), i.e., light-water cooled reactors of lower power rating (< 300 MWel) (pursued, e.g., in the US, Canada, and the UK), and non-light water cooled reactors (“so-called new reactor” (SNR) concepts), focusing on sodium-cooled fast neutron reactors as well as high-temperature reactors. … Actual development .. shows an industry in decline and, if commercially available, lacking economic competitiveness in low-carbon energy markets for all reactor types. Literature shows that other reactor technologies are in the coming decades unlikely to be available on a scale that could impact climate change mitigation efforts. The techno-economic feasibility of nuclear power should thus be assessed more critically in future energy system scenarios“ (abstract).

Blockchain risks: On the Security of Optimistic Blockchain Mechanisms by Jiasun Li as of August 15^th, 2023 (#68): “Many new blockchain applications … adopt an “optimistic” design, that is, the system proceeds as if all participants are well-behaving … We point out that such protocols cannot be secure if all participants are rational” (abstract). “Given that alternative solutions are still technically immature, … the community either has to deviate from its pursuit of decentralization and accept a system that relies on trusted entities, or accept that fact their systems cannot be 100% secure” (p. 33).

AI chains: Determining Our Future: How Artificial Intelligence Creates a Deterministic World by Yuval Goldfus and Niklas Eder as of Aug. 9^th, 2023 (#22): “… we demonstrate that AI relies on a deterministic worldview, which contradicts our most fundamental cultural narratives. AI-based decision making systems turn predictions into self-fulfilling prophecies; not simply revealing the patterns underlying our world, but creating and enforcing them, to the detriment of the underprivileged, the exceptional, the unlikely. The widespread utilisation of AI dramatically aggravates the tension between the constraints of environment, society, and past behavior, and individuals’ ability to alter the course of their lives, and to be masters of their own fate. Exposing hidden costs of the economic exploitation of AI, the article facilitates a philosophical discussion on responsible uses. It provides foundations of an ethical principle which allows us to shape the employment of AI in a way which aligns with our narratives and values” (abstract). My comment: My opinion regarding AI for sustainable investments see How can sustainable investors benefit from artificial intelligence? – GITEX Impact – Leading ESG Event 2023

Musical therapy? The Value of Openness by Joshua Della Vedova, Stephan Siegel, and Mitch Warachka as of July 5^th (#48): “We construct a novel proxy for openness using MSA-level data (Sö: US Metropolitan Statistical Areas) from radio station playlists. This proxy is based on the adoption of new music and varies significantly across MSAs. Empirically, we find a robust positive association between openness and proxies of value creation such as the number of new ventures funded by venture capital, the number of successful exits by new ventures, the proportion of growth firms, and Tobin’s q. … An instrumental variables procedure confirms that openness is highly persistent with variation across MSAs being evident more than a century before the start of our sample period. … our results are especially strong for young firms that are more likely to depend on new products“ (p. 26/27).

ESG and impact investing research

Climate stress: From Climate Stress Testing to Climate Value-at-Risk: A Stochastic Approach by Baptiste Desnos, Théo Le Guenedal, Philippe Morais, and Thierry Roncalli from Amundi as of July 5^th, 2023 (697): „This paper proposes a comprehensive climate stress testing approach to measure the impact of transition risk on investment portfolios. … our framework considers a bottom-up approach and is mainly relevant for the asset management industry. … we model the distribution function of the carbon tax, provide an explicit specification of indirect carbon emissions in the supply chain, introduce pass-through mechanisms of carbon prices, and compute the probability distribution of potential (economic and financial) impacts in a Monte Carlo setting. Rather than using a single or limited set of scenarios, we use a probabilistic approach to generate thousands of simulated pathways” (abstract).

Disaster flows: Flight to climatic safety: local natural disasters and global portfolio flows by Fabrizio Ferriani, Andrea Gazzani, and Filippo Natoli from the Bank of Italy as of July 5^th, 2023 (#35): “… we find that local natural disasters have significant effects on global portfolio flows. First, when disasters strike, international investors reduce their net flows to equity mutual funds exposed to affected countries. This only happens when disasters occur in the emerging economies that are more exposed to climate risk. Second, natural disasters lead investors to reduce their portfolio flows into unaffected, high-climate-risk countries in the same region as well. Third, disasters in high-climate-risk emerging economies spur investment flows into advanced countries that are relatively safer from a climate risk standpoint“ (abstract).

Carbon offsets: Portfolio Allocation and Optimization with Carbon Offsets: Is it Worth the While? by Patrick Behr, Carsten Mueller, and Papa Orge as of Aug. 10^th, 2023: “We explore whether the integration of carbon offsets into investment portfolios improves performance. … our results show that investment strategies that include such offsets broadly achieve higher Sharpe Ratios than the diversified benchmark, with the long-short strategy performing best”.

Useless ratings? ESG Ratings Management by Jess Cornaggia and Kimberly Cornaggia as of July 27^th, 2023 (#92): “We use data from an ESG rater that incorporates feedback from firms during the rating process and produces ratings at a monthly frequency. We … find that when the rater changes the weight it applies to certain criteria in the creation of its ESG ratings, firms respond by adjusting their reported ESG behavior in the same month. … we do not observe real changes in the likelihood that firms are embroiled in ESG controversies, or that they reduce their release of toxic chemicals because of these adjustments. Rather, it appears firms “manage” their ESG ratings for the benefit of ESG-conscious investors and customers” (p. 26/27). My comment: I do not use market leading MSCI or ISS or Sustainalytics ratings and also because of my custom rating profile (Best-in-Universe with specific approach to treat missing data) the risk of such ratings management should be low, see Noch eine Fondsboutique? – Responsible Investment Research Blog (prof-soehnholz.com)

AI and other investment research (Technology risks)

ETFs effect Treasuries: ETF Dividend Cycles by Pekka Honkanen, Yapei Zhang, and Tong Zhou as of Aug. 10^th, 2023 (#340): “… in the “ETF dividend cycle,” ETFs accumulate incoming corporate dividends in MMFs (Sö: Money Market Funds) gradually but withdraw them abruptly in large amounts when they themselves have to pay dividends to investors. … This … leads to large, sudden outflows from MMFs, forcing these funds to liquidate some of their underlying assets. We find that these liquidations are concentrated in short-term Treasury bonds. … in the aggregate time series, an ETF dividend distribution event of average size leads to increases in short-term Treasury yields by approximately 0.38-0.58 basis points. … The total value fluctuation in the Treasury market could be considerable, as ETFs distribute dividends on 205 trading days in 2019, for example” (p. 9/10).

Backtest-problems: Market Returns Are Estimated with Error. How Much Error? by Edward F. McQuarrie as of July 24^th, 2023 (#30): “For periods beginning 1926, it is conventional to suppose that historical market returns are known with reasonable accuracy. This paper challenges that comfortable certainty. Multiple indexes of market return are examined to show that return estimates do not closely agree across indexes and are unstable within index over time. The paper concludes that two-decimal precision—to the whole percentage point, with an error band of plus or minus one percentage point—would better reflect the accuracy of historical estimates of annual market return” (abstract).

Easy profits: Intraday Stock Predictability Everywhere by Fred Liu, and Lars Stentoft as of July 5^th, 2023 (#1167): “First, we demonstrate that the market and sector portfolios are highly predictable. … we show that portfolio profitability mostly remains high after accounting for transaction costs, and is largely orthogonal to common risk factors. … we further exploit machine learning forecasts of individual stocks by constructing machine learning intraday portfolios, and demonstrate that a long-short portfolio achieves a Sharpe ratio of up to 4 after transaction costs. … demonstrate that less liquid firms are more predictable and firms which are more actively traded and volatile tend to be more profitable … intraday predictability and profitability generally decrease as the time horizon increases” (p. 28/29). My comment: If this is so easy, why do Quant funds typically disappoint? The information is important for stock trading, though (for my trading approach see Artikel 9 Fonds: Sind 50% Turnover ok? – Responsible Investment Research Blog (prof-soehnholz.com)).

Satellite vs. people: Displaced by Big Data: Evidence from Active Fund Managers by Maxime Bonelli and Thierry Foucault as of Aug. 2^nd, 2023 (#325): “We test whether the availability of satellite imagery data tracking retailer firms’ parking lots affects the stock picking abilities of active mutual fund managers in stocks covered by this data. … we find that active mutual funds’ stock picking ability declines in covered stocks after the introduction of satellite imagery data for these stocks. This decline is particularly pronounced for funds that heavily rely on traditional sources of expertise, indicating that these managers are at a higher risk of being displaced by new data sources“ (p. 29/30).

AI bubble? Artificial Intelligence in Finance: Valuations and Opportunities by Yosef Bonaparte as of August 15^th, 2023 (#65): “First, we display the current and projected AI revenue by sector, technology type, and geography. Second, present valuation model to AI stocks and ETFs that accounts for AI sentiment as well as fundamental analyses. Our findings demonstrate that the AI revenue will pass $2.7 trillion in the next 10 years, where the service AI technology stack will contain 75% of the market share (as of 2023 it is 50% of the market share). As for AI stock valuation, we present two main models to adopt when we value stocks“ (abstract).

Bad finance: What is Forensic Finance? by John M. Griffin and Samuel Kruger as of Aug. 10^th, 2023 (#467): “We survey a growing field studying aspects of finance that are potentially illegal, illicit, or immoral. Some of the literature is investigative in nature to uncover malfeasance that is recent and possibly ongoing. … The work spans newer areas such as cryptocurrencies, financial advisor and broker misconduct, and greenwashing; and newer research in established fields that are still developing, such as insider trading, structured finance, market manipulation, political connections, public finance, and corporate fraud. We highlight investigative forensic finance, common economic questions, common empirical methods, industry and political opposition, censoring, and the importance of avoiding publication biases“ (abstract).

Specialist PE: Specialization in Private Equity and Corporate Financial Distress by Benjamin Hammer, Robert Loos, Lukas Andreas Oswald, and Bernhard Schwetzler as of Aug. 7^th, 2023 (#384): “We investigate the impact of industry specialization of private equity firms on financial distress risk of portfolio companies … Difference-in-differences estimates suggest an increase in distress risk through private equity backing. The effect is stronger for specialist-backed firms than for generalist-backed firms relative to a carefully matched control group. However, specialist-backed firms can afford the increase in distress risk because they are less risky than generalist-backed firms before the buyout. Overall, our findings are consistent with the idea that greater idiosyncratic risk in specialized PE portfolios induces more risk-averse target selection” (abstract).

Costly diversification: Have Alternative Investments Helped or Hurt? by Richard M. Ennis as of August 3^rd, 2023 (#135): “This paper shows that since the GFC (Sö: Global Financial Crisis in 2007/2008), US public-sector pension funds’ exposure to alternative investments is strongly associated with a reduction in alpha of approximately 1.2 percentage points per year relative to passive investment. While exposure to private equity has arguably neither helped nor hurt, both real estate and hedge fund exposures have detracted significantly from performance. Institutional investors should consider whether continuing to invest in alts warrants the time, expense and reduced liquidity associated with them” (p. 11).

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Corporate governance and more: Researchpost #138

Corporate governance: 19x new research on German wealth, ESG real world impact, CDR, circular economy, ESG ratings, ESG AI, supplier ESG, climate data, green govvies and corporates, private equity ESG, VCs and UBS by Reiner Braun, Florian Ederer, Andreas Egert, Arnd Huchzermeier, Tim Kröncke and many more (# of SSRN downloads on August 10^th, 2023)

Social and ecological research

Rich Germans: Distributional National Accounts (DINA) for Germany, 1992-2016 by Stefan Bach, Charlotte Bartels, and Theresa Neef as of June 26^th, 2023 (#36): “… Our DINA series show that economic growth has been pro-rich from 1992 to 2007 and pro-poor from 2007 to 2016. But although incomes of the bottom 50% have resumed to grow since 2007, the income gap between the bottom 50% and the top 10% has widened between 1992 and 2016. The ratio of top 10% to bottom 50%’s average incomes has increased from eight to ten. … Germany’s highly concentrated economic elite – Germany’s top 0.1% and 0.01% income share is similar to the United States and far above France. Germany’s top business income recipients primarily hold firms as partnerships predominantly owned by two to four shareholders, while top business income earners in the United States and France hold shares in corporations“ (p. 30/31).

CDR case studies: How Responsible Digitalization Creates Profitable Pathways to Sustainability by Niklas Werle and Arnd Huchzermeier as of June 24^th, 2023 (#21): “… we show that companies that committed to CDR (Sö: Corporate Digital Responsibility) successfully implemented digitally enabled sustainability strategies. … we conclude that responsible digitalization enables improved sustainability and contributes to reaching not only the UN SDG goals but also carbon neutrality. This study contributes to the research on CDR by showcasing exemplary outcomes from pioneering companies and developing a framework explaining the effects of CDR practices“ (p. 23).

No ESG sales impact? Do consumers vote with their feet in response to negative ESG news? Evidence from consumer foot traffic to retail locations by Svenja Dube, Hye Seung (Grace) Lee, and Danye Wang as of July 20^th, 2023 (#118): “We conduct an event-study analysis in the 21-day window around the release of negative ESG news. … individuals in counties with higher ESG consciousness (proxied with income, education, political affiliation, and population density) decrease their visits to stores following negative ESG news. … However, the magnitude of the response is inconsequentially small even for these most affected consumers” (p. 36).

Circular definition: Circular Economy by Mark Anthony Camilleri, Benedict Sheehy, and Kym Fraser as of June 26^th, 2023 (#7):“This contribution features the submission of one of the most important sustainability keywords to Springer’s Encyclopedia of Sustainable Management. It provides a definition and an introduction to the circular economy (CE). It describes key policies and regulatory interventions that are meant to promote the CE agenda“ (abstract).

ESG investment research: Asset class independent (Corporate Governance and more)

ESG rating criticism: ESG Ratings—Guiding a Movement in Search for Itself by Andreas Engert as of July 31^st, 2023 (#114): “ESG ratings deliver the short-hand evaluation that investors need to incorporate environmental, social, and governance aspects in their decision-making. … an ESG rating can serve two distinct purposes: either to inform financial investors about long-term risks and returns from ESG-related factors or to guide prosocial investors in awarding a “greenium” subsidy for social performance. Because the information demands differ, ESG rating providers should commit to either one of these missions. The paper analyzes the specific problems of ratings serving prosocial investors. Implicitly or explicitly, such ratings reflect an ordering of political priorities that rating providers have to set. … Standardizing ESG ratings would further strengthen the effect of impact investing but seems unlikely to be attainable“ (abstract). My comment: ESG ratings typically (should) measure ESG-risks for the rated entities and SDG ratings typically (should) measure the SDG-alignment of products and services offered

Chat ESG: Overcoming Complexity in ESG Investing: The Role of Generative AI Integration in Identifying Contextual ESG Factors by Yash Jain, Shubham Gupta, Serhan Yalciner, Yashodhan Joglekar, Parth Khetan, and Tony Zhang as of July 18^th, 2023 (#171): “… The results of this study suggest that GPT 3.5 is capable of generating informative and accurate responses to prompts related to ESG. … we found that it has the ability to provide insights into various ESG-related topics, such as climate change, social responsibility, and corporate governance. Furthermore, the use of APIs in this study allowed for efficient and effective data collection and analysis“ (p. 32).

Supplier ESG: The Sustainability Reporting Ripple: Direct and Indirect Implications of the EU Corporate Sustainability Reporting Directive for SME Actors by Deirdre Ahern as of July 27^th, 2023 (#31): “The unique regulatory lens of the Corporate Sustainability Reporting Directive challenges affected companies, not just to mechanically report on, but to qualitatively consider how other partners in their value chain (including SMEs) impact on achievement of the company’s sustainability goals. … although the Corporate Sustainability Reporting Directive has not imposed any new reporting requirements on SMEs, except for those with securities listed on regulated markets in the EU, the indirect impact on the SME sector can be expected to be far broader. … The signal that the information required from value chain SMEs should be no more onerous that under the simplified reporting standards for listed SMEs is important to ensure regulatory coherence, feasibility, and to reduce the administrative burden on regulated actors and SMEs in the value chain” (p. 20/21). My comment: One of the focus areas of my shareholder engagement activities is to include suppliers in ESG-improvements across the whole value chain, see Shareholder engagement: 21 science based theses and an action plan – (prof-soehnholz.com)

Governance research 1: Corporate Governance Characteristics and Involvement in ESG Activities: Current Trends and Research Directions by Anand Kumar, Tatiana Garanina, and Mikko Ranta as of July 26^th, 2023 (#38): “Our unique combined approach towards conducting a literature review allows us to come up with the key research topics in the area, their deep analysis and identification of the current and future research trends. A review of corporate governance and ESG literature suggests a shift towards a more strategic and practically oriented papers” (abstract).

Governance research 2: A Literature Review on Corporate Governance and ESG research: Emerging Trends and Future Directions by Bruno Buchetti and Francesca Romana Arduino as of August 5ht, 2023 (#112): “… our findings reveal that a variety of elements, such as the inclusion of female directors, the participation of institutional investors, the appointment of independent directors, the existence of specific CEO traits, a strategically formulated directors’ compensation scheme, and the establishment of a sustainability committee, all positively influence ESG outcomes. On the other hand, it seems that family ownership may adversely impact ESG performance. Our review has also highlighted several research areas where, we believe, future research should contribute“ (p. 30).

Climate data chaos: Are Implied Temperature Rise Metrics as Inconsistent as ESG Ratings?: Examining Firm-Level Disagreement among Data Providers by Lea Chmel, Manuel C. Kathan, and Sebastian Utzas of June 29^th, 2023 (#20): “This study documents substantial heterogeneity in valuating firms regarding their ITR (Sö: Implied Temperature Rise) values across different providers. Pairwise Pearson correlations range from −0.133 to 0.313 and indicate disagreement among providers. … We find that energy-intensive industry sectors and a headquarter located in North America seem to be the strongest drivers for the disagreement. … size and tangibility also appear to be determinants of higher divergence in the ITR values of firms. This is puzzling since larger firms are covered by more analysts, on average. … underlying assumptions are not observable to investors, making the exact methodology to determine an ITR value a black box …”.

ESG investment research: Bonds and Loans (Corporate Governance and more)

Brown Govvies: A framework to align sovereign bond portfolios with net zero trajectories by Inès Barahhou, Philippe Ferreira, and Yassine Maalej from Kepler Cheuvreux as of July 26^th, 2023 (#76): “The first conclusion that we drew from our analysis is that it is necessary to impose significant constraints on the optimisation programme. Otherwise, the resulting net zero portfolios may appear unrealistic for investors. … We also highlighted that the choice of the carbon metric is fundamental for net zero alignment. …. Production-based metrics tend to favour developed countries because their industries are more efficient, and they have relocated carbon-intensive activities overseas. In contrast, consumption-based carbon metrics favour emerging countries which tend to have more carbon-efficient consumption habits. … considering carbon emissions or carbon intensities paints very different pictures of the carbon dynamics. … we are not able to find solutions to our net zero problem until 2050. … that unless there is a significant improvement in countries’ behaviours, the main sovereign bond universe will be highly incompatible with an increase in global temperature below 1.5°C“ (p. 40/41). My comment: For my responsible multi-asset portfolios, since many years I use bonds of multilateral development banks instead of government bonds, see soehnholzesg.com/de/wp-content/uploads/Das-Soehnholz-ESG-und-SDG-Portfoliobuch.pdf

Green cover: Corporate Green Bonds: Market Response and Corporate Response by Sanjai Bhagat and Aaron Yoon as of July 13^th, 2023 (#81): “… per the Green Stakeholder Hypothesis, announcement of green bond issuance should elicit a positive stock market response for the company … Per the Greenwashing Hypothesis, the stock market will respond non-positively to green bond issuance announcements. … Consistent with the Greenwashing Hypothesis, we do not find any significant market response to these green bond announcements. … We document no change in carbon emissions subsequent to the announcement of green bonds. … In the year of the green bond announcements, the abnormal operating performance of these announcing firms is significantly negative. This is consistent with the argument that managers of these firms are using the green bond announcements as a cover for their poor business performance“ (p. 24/25).

Sustenium: The Pricing of Sustainability Linked Bonds on the Primary and Secondary Bond Market by Jannis Poggensee as of July 13^th, 2023 (#33): “The central innovation SLBs provide is that their financial characteristics can vary depending on whether a predefined sustainable performance target has been achieved or not. Typically, the coupon steps-up 25bps for the remaining lifetime of the bond if the target will not be achieved. … investor pay higher prices (accept lower returns) for green assets reflected in the premium SLBs trade both on the primary and on the secondary market on average. Issuers benefit from lower cost of capital, although this effect is decaying“ (p. 32).

Green innovation premium: Can firms adopting a green innovation policy fetch better deals from debtholders? A study on G7 countries by Vu Quang Trinh, Hai Hong Trinh, Tam Huy Nguyen, and Giang Phung as of June 26^th,2023 (#38):.“… We find that high green innovation lowers the corporate cost of debt … Specifically, high-level green innovation engagement facilitates firms to reduce their carbon intensity (risk) and the likelihood of bankruptcy … The better borrowing deals underneath green innovation are also more likely to be acquired in financially constrained businesses. … prolonged green innovation engagement helps firms secure a lower cost of debt because it signifies both a richer experience and higher commitment, increasing trust from debt providers …”(abstract).

ESG investment research: Equities (Corporate Governance and more)

Costly ESG: The Cost of Being Green: How ESG Ratings Affect a Firm’s Cost of Equity by Alessio Galluzzi, Fergus O’Donnell, and Reuben Segara as of July 10^th, 2023 (#123): “We find that a one standard deviation increase in ESG ratings is linked to a significant 15 basis points increase in a firm’s COE on average. This relationship is predominantly observed among S&P 500 firms or large firms, while its impact is less pronounced for energy-intensive firms. These findings highlight the importance of considering industry-specific dynamics, firm-level characteristics, and the broader investment climate when assessing the impact of ESG ratings on a firm’s COE“ (abstract).

Brown Private Equity: ESG in the Top 100 US Private Equity Firms by Garen Markarian, Calvin Rakotobe, and Alexander Semionov as of July 17^th, 2023 (#96): “… we conduct an examination of the ESG practices of the top 100 private equity firms in the United States, a sector that represents over $1.5 trillion of committed capital and directly employs 12 million individuals. … We find that approximately 58% of these private equity firms disclose no information about their ESG practices. Moreover, of the firms that do disclose, two-thirds provide sparse and uninformative ESG information. … Internal Rate of Return (IRR) does not predict ESG scores overall but relates to higher social scores.“ (p. 31).

Other investment research

Unquant PE: Limited Partners versus Unlimited Machines; Artificial Intelligence and the Performance of Private Equity Funds by Reiner Braun, Borja Fernández Tamayo, Florencio López-de-Silanes, Ludovic Phalippou, and Natalia Sigrist as of July 3^rd, 2023 (#1556): “… traditional quantitative factors and document readability proxies, are poor predictors of future performance. In addition, we do not find our proxies of fundraising success at the beginning of a fund’s life are actually correlated with ultimate fund performance. … Results show that approaches exploiting the qualitative information disclosed to investors in PPMs (Sö: Private placement memorandum) have important predictive power for ultimate fund success …“ (p. 25/26).

Big tech control: The Great Startup Sellout and the Rise of Oligopoly by Florian Ederer and Bruno Pellegrino as of Aril 14^th, 2023 (#638): “… we documented a secular shift from IPOs (Sö: Initial public offerings) to acquisitions by VC-backed startups. … firms face an increasingly high (opportunity) cost of going public … dominant companies that are disproportionately active in the corporate control market for startups (such as GAFAM) appear to have become more insulated from the product market competition over the same period. These facts are consistent with the hypothesis that startup acquisitions have contributed to rising oligopoly power in high-tech sectors …” (p. 7). My comment: One more reason for not investing with big techs?

Swiss bailout: The UBS-Credit Suisse Merger: Helvetia’s Gift by Pascal Böni, Tim Kröncke, and Florin Vasvari as of July 13^th, 2023 (#204): “We show that the UBS-CS-merger … created a net value of 22.8 bn USD, distributed to UBS stockholders (5.1 bn USD), CS stockholders (-1.1 bn USD), and CS bondholders (18.8 bn USD). The combined wealth effect cannot be explained by the participating firms’ abnormal returns on securities. … we find that there have likely been large transfers of wealth from taxpayers to UBS/CS stakeholders. … First, we argue that UBS stockholders have profited from bidding restrictions imposed by the government. … Second, we believe that CS bondholders profited from substantial coinsurance effects. Third, the “too-big-to-fail” channel, combined with a material loss protection agreement which covered a specific portfolio of CS assets (corresponding to approximately 3% of the combined assets of the merged bank) may have contributed to the combined wealth effect. Finally, and importantly, we infer from our analysis that the government intervention likely came at the cost of a significant jump in Switzerland’s sovereign credit risk and thus an increase in its expected cost of debt, implying the risk of a substantial taxpayer wealth transfer in the magnitude of approximately six to seven billion USD” (p.23/24).

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Advert for German investors:

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Impact impact? Researchpost #137

Impact impact? 18x new research on pension taxes, food carbon labels, sector investing, brown divestments, biodiversity, ESG fund flows, governance washing, impact investing, stewardship, shareholder engagement, divestments, social bonds, article 9 funds and asset allocation (# of SSRN downloads on August 3^rd, 2023) by Marco Becht, Tobias Berg, Timo Busch, Thierry Roncalli, Laurens Swinkels and many more

Social and ecological research

Pension taxes: Does a Decrease in Pension Taxes Increase Retirement Savings? An Experimental Analysis by Kay Blaufus, Michael Milde, and Alexandra Spaeth as of June 12^th, 2023 (#34): “Many countries use tax incentives to promote retirement savings. … Using a series of experiments, we demonstrate that decreasing pension tax rates does not encourage retirement savings. … In contrast, an increase in the tax refund rate, i.e., the rate at which individuals can deduct their retirement savings, increases savings. … all subjects were fully informed about the tax rules and passed comprehension tests on these rules. Nevertheless, we observe significant misperceptions regarding taxes on pension income. … an instrument that increases current tax benefits is more effective than one that decreases future tax burdens even if both instruments are economically equivalent. … we show that substituting deferred taxation with economically equivalent immediate taxation increases the (effective) savings rate by 7.2 percentage points without changing tax revenue” (p. 28/29).

Food carbon labels: Should Carbon Footprint Labeling be Mandatory for all Food Products? RCT Shows no Benefit beyond Labeling the Top Third by Pierre Chandon, Jad Chaaban, and Shemal Doshi as of June 12^th, 2023 (#26): “Carbon footprint labels have been shown to lead consumers to choose food products with lower CO2 emissions … We asked 1,081 American consumers to shop in an experimental online grocery store and choose one frozen meal among the full assortment of a major American grocer … A 16.5% reduction in emissions was achieved by labeling the top third of products, with no statistically significant improvement gained by further increasing the proportion of labeled products” (abstract).

ESG and internal control: Corporate Environmental, Social, and Governance (ESG) Performance and the Internal Control Environment by Jacquelyn Sue Moffitt, Jeanne-Claire Alyse Patin, and Luke Watson as of June 15^th, 2023 (#59): “We find that ESG performance is negatively related to the likelihood of general internal control weaknesses, consistent with transparent reporting. We also find that ESG performance is negatively related to company-level internal control weaknesses, which are considered relatively severe. Further, we find that ESG performance is negatively associated with specific internal control weaknesses that indicate a lack of ethical tone at the top. … Overall, our results suggest that ESG performance is positively associated with the strength of the internal control environment“ (abstract).

ESG investing research: Impact impact?

Environmental sector investing: Environmental Preferences and Sector Valuations by Tristan Jourde and Arthur Stalla-Bourdillon as of July 7^th, 2023 (#75): “… we explore the dynamic nature of pro-environmental preferences among investors through the lens of sector valuations in global equity markets from 2018 to 2021. … we find that firms’ green and brown sector affiliations are significantly priced in the global equity market, positively for green sectors and negatively for brown sectors. Furthermore, companies operating in green sectors have become increasingly overvalued relative to the rest of the market between 2018 and 2021, and vice versa for those operating in brown sectors … In addition, the turnover rate of both green and brown companies has increased over the last years …“ (p. 19). My comment: An update of the study after the 2022 market development would be interesting.

Brown divestments: Climate risk and strategic asset reallocation by Tobias Berg, Lin Ma, and Daniel Streitz as of Feb. 28^th, 2023 (#128): “We document that large emitters, i.e., firms that are part of the Climate Action 100+ scheme, started to reduce their combined Scope 1 and 2 emissions by around 12% in the years after the 2015 Paris Agreement relative to other public firms with positive carbon emission levels. … There is no evidence for increased engagements in other emission reduction activities. … we find that buyers of large asset sales tend to be private, financial, and other firms that do not disclose emissions to the Carbon Disclosure Project. … We provide evidence that is consistent with increased regulatory risk being a main driver of the effects“ (p. 25/26). My comment: I am skeptical regarding Transition investments see ESG Transition Bullshit? – Responsible Investment Research Blog (prof-soehnholz.com)

Biodiversity premium: A closer look at the biodiversity premium by Guillaume Coqueret and Thomas Giroux as of Juy 21^st, 2023 (#163): “… while this (Sö: biodiversity) premium is not unconditionally strong, there are dimensions along which it may prove substantial. For instance, air pollution is priced significantly more than land use, even though the latter has a more decisive impact on the environment. Another important subtlety lies in the distinction between realized versus expected returns (from investors). Our results show more pronounced effects on expected returns. … Lastly, like all other premia, the biodiversity factor experiences fluctuating returns. The recent period is associated with largely negative premia, especially for expected returns. Our analysis shows that a few variables are able to explain some time-variations, notably attention to biodiversity and climate, oil prices, and consumer sentiment” (p. 17).

Good ESG capital: ESG Capitals and Corporate Value Creation by Banita Bissoondoyal-Bheenick, Scott Bennett, and Angel Zhong as of June 12^th, 2023 (#110): “Our paper has documented that investing in ESG capital … can lead to better short-term and long-term shareholder wealth … In the short term, the ESG capital triggers sharp financial return improvement for a firm to improve their ESG capital from a very low point (i.e., a firm that seldom considers ESG activities and culture) to an average ESG performance. Such positive effects are small but still positive if the firm continues to enhance its ESG capital from the middle range towards the top level in the market. We also find that investment in ESG capital can positively and interactively influence other capitals, such as financial, innovation and manufacturing capitals, to improve financial returns. Under a good ESG environment, more holding of the other capitals could lead to more significant financial returns than each capital could achieve individually“ (p. 23/24).

Provider-friendly ESG? Machine-Learning about ESG Preferences: Evidence from Fund Flows by George O. Aragon and Shuaiyu Chen as of July 29^th, 2023 (#36): “We first construct a broad dataset of ESG scores for active equity mutual funds based on funds’ stock holdings and stock-level scores from six prominent ESG data providers. We document substantial dispersion in scores across providers, but that many scores nevertheless have predictive power for flows. … Over our 2010–2020 sample period, we find that funds with higher ESG benefits subsequently realize higher flows, lower net returns against the benchmark, lower value-added from net returns, and hold stocks that underperform other stocks. We estimate that investors pay an annual premium of $11 million to invest in a fund with ESG benefits in the top decile. Overall, our findings shed new light on the relevance of ESG scores and the ESG preferences of investors“ (p. 23). My comment: The fund flows should be positive for my pure ESG fund and portfolios, see e.g. Artikel 9 Fonds: Kleine Änderungen mit großen Wirkungen? – (prof-soehnholz.com)

Governance-washing: The G-pillar in ESG: how to separate the wheat from the chaff in comply-or-explain approach? by Daniela Venanzi as of June 26^th, 2023 (#24): “This study tries to verify if a gap exists between apparent and real compliance to CG (Sö; Corporate Governance) Code requirements in a sample of Italian listed financial companies (mostly banks), with reference to two areas (independence of board members and transparency) that mostly make decision-making unbiased by conflicts of interests and are therefore crucial for corporate sustainability. We find opacity/obfuscation in CG narrative and avoidance/concealment strategies also in banks considered “CG champions”, more rarely non-compliance clearly declared and appropriately explained” (abstract).

ESG predictions: Are ESG ratings informative to forecast idiosyncratic risk? by Christophe Boucher, Wassim Le Lann, Stéphane Matton, and Sessi Tokpavi as of July 11^th, 2023 (#71): “The contribution of this article is to propose a formal statistical procedure for assessing the informational content in ESG ratings. … We apply our procedure to evaluate two leading ESG rating systems (Sustainalytics and Asset4) in three investment universes (Europe, North America, and the Asia-Pacific region). The results show that the null hypothesis of a lack of informational content in ESG ratings is strongly rejected for Europe, while the results are mixed and predictive accuracy gains are lower for the other regions. Furthermore, we find that the predictive accuracy gains are higher for the environmental dimension of the ESG ratings. Importantly, we find that the predictive accuracy gains derived from ESG ratings increase with the level of consensus between rating agencies in all three universes, while they are low for firms over which there is a high level of disagreement“ (p. 31).

Risk-reducing disclosure: ESG Disclosure, CEO Power and Incentives and Corporate Risk-taking by Faek Menla Ali, Yuanyuan Wu, and Xiaoxiang Zhang as of July 25^th, 2023 (#19): “… we analyze the impact of ESG disclosure on firm risk-taking within US companies. … the reduction in corporate risk-taking due to ESG disclosure mitigates excessive risk-taking rather than leading to risk avoidance“ (p. 26).

Impact investing research: Impact impact?

Impact impact? Missing the Impact in Impact Investing Research – A Systematic Review and Critical Reflection of the Literature by Deike Schlütter, Lena Schätzlein, Rüdiger Hahn, and Carolin Waldner as of July 6^th, 2023: “Impact investing (II) aims to achieve intentional social impact in addition to financial return. … the growing academic literature on II is scattered across a variety of disciplines and topics, with inconsistencies in terminology and concepts and a paucity of theoretical explanations and frameworks. … Despite the fact that II aims to create a measurable societal impact, this impact of II, its raison d’être, is not scrutinized in the literature“ (abstract).

Stewardship overview: Investor Stewardship: The State of the Art and Future Prospects by Dionysia Katelouzou as of June 22^nd, 2023 (#46): “Within less than fifteen years fifty-five soft-law stewardship codes have been developed across 23 jurisdictions on six continents and investor stewardship became the standard term of reference for the role of institutional investors in addressing not only corporate governance but also environmental and social issues. … Nevertheless, there is still a continuing lack of clarity or consensus over what regulators and investors deem to be a good investor steward. … Institutional investors acting as stewards are expected to exercise power and influence over their assets, on behalf of others, and for others. … Finally, I look at the future of investor stewardship, focusing specifically on two ongoing trends, that of green stewardship and disintermediated stewardship“ (abstract).

ESG engagement: Does Paying Passive Managers to Engage Improve ESG Performance? by Marco Becht, Julian R. Franks, Hideaki Miyajima and Kazunori Suzuki as of July 26^th, 2023 (#283): “… the Japanese Government Pension Investment Fund (GPIF), the largest public pension fund in the world … gave its largest passive manager a remunerated mandate to improve the environmental (E), social (S) and governance (G) performance of portfolio companies. … engagement by the asset manager has resulted in improvements in some of the ESG scores for mid- and large cap companies; small-cap companies were rarely engaged. … we find evidence that GPIF’s portfolio tilt towards ESG indexes has created financial incentives to improve ESG scores” (abstract).

Career first? Exit or Voice? Divestment, Activism, and Corporate Social Responsibility by Victor Saint-Jean as of June 21^st, 2023 (#80): “Using a classification framework based on US mutual funds’ portfolio holdings and votes on S-related shareholder proposals, I show that voice funds generally do better than exit funds when it comes to curtailing firms’ anti-social behavior. The exit strategy relies on the threat of lower stock prices and is effective only at firms with high CEO wealth-performance-sensitivity. Voice funds threaten directors’ reelection, and are thus more effective in general, especially when elections are approaching. Taken together, my results point to the career concerns of the leadership as driving pro-social change when shareholders demand it” (abstract).

No social premium: Green vs. Social Bond Premium by Mohamed Ben and Thierry Roncalli from Amundi as of May 21^st, 2023 (#102): “Between 2019 and 2022, the greenium is about −3 bps on average, meaning that, all else being equal, investors are willing to forsake a small share of returns in exchange for environmental benefits. … For the social bond premium, we notice fragmented estimates of the premium in the secondary market. In the long run, the premium is close to zero and equal to −0.3 bps on average. … we notice that the social bond premium is not positively correlated with the greenium. … non-euro projects are subject to a higher premium“ (p. 26/27).

Article 9 segments: SFDR Article 9: Is it all about impact? by Lisa Scheitza and Timo Busch as of July 17^th, 2023 (#235): “We investigate more than 1,000 investment funds that are classified under Article 9 of the EU Sustainable Finance Disclosure Regulation (SFDR). … while 60% of funds follow an impact-oriented investment strategy, we identify 40% that are not impact-related but rather pursue an Environment, Social, and Governance (ESG) investment strategy. Generally, we do not find significant differences in ESG scores and returns between ESG-related and impact-related funds. Yet, impact-related funds have higher SDG impact scores and higher management fees than ESG-related funds. Downgraded Article 9 funds, i.e., funds that changed SFDR status by January 2023, however, tend to follow less ambitious investment approaches and realize lower returns than funds that maintained their SFDR statuses“ (abstract). “ …. we find no significant differences in risk-adjusted returns between ESG-related investments and impact-related investments among Article 9 funds” (p. 16). My comment: My impact approach see Active or impact investing? – (prof-soehnholz.com)

Other investment research

Asset allocation problem? Empirical evidence on the stock-bond correlation by Roderick Molenaar, Edouard Sénéchal, Laurens Swinkels, and Zhenping Wang as of July 26^th, 2023 (#377): “Our historical data starting in 1875 indicates that a positive stock-bond correlation has been more common than a negative one, even though the latter has been observed mostly in the past two decades. Our overarching finding is that for the post-1952 period with independent central banks, a positive stock-bond correlation is observed during periods with high inflation and high real returns on Treasury bills. … Historical regimes with positive stock-bond correlation are associated with higher volatility risk of a 60/40 portfolio and lower Sharpe ratios“ (p. 25/26). My comment: My most-passive allocation approach see Microsoft Word – 230720 Das Soehnholz ESG und SDG Portfoliobuch

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Impact impact? Advert for German investors:

“Sponsor” my research by investing in and/or recommending my global small/midcap mutual fund (SFDR Art. 9). The fund focuses on social SDGs and uses separate E, S and G best-in-universe minimum ratings and broad shareholder engagement with currently 28 of 30 companies engaged: FutureVest Equity Sustainable Development Goals R – DE000A2P37T6 – A2P37T

Many greens: Researchpost #133

Many greens: 12x new research on crypto spillovers, toxic risks, greenwashing, green lending, greening ECB, climate communications, climate policy costs, green bonds, impact investing, inclusive fintech, political engagement and digital angst (# SSRN downloads on June 30ths)

Social and ecological research: Many greens

Crypto spillovers: The Effects of Cryptocurrency Wealth on Household Consumption and Investment by Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson, and Jason Kotter as of June 28^th, 2023 (#421): “Using financial transaction-level data for millions of U.S. households, we show that household crypto investors appear to treat crypto as one piece of an investment portfolio, some households chasing crypto gains and other households rebalancing a portion of crypto gains into traditional brokerage investments. Households also use crypto wealth to increase their discretionary consumption. The MPC (Sö: Marginal propensity to consume) out of crypto wealth is substantially higher than the MPC out of equity wealth …. Households also withdraw crypto gains to purchase housing—both to enter the market as new buyers and to upgrade their existing housing. This increased spending on housing puts upward pressure on local house prices, particularly in areas that are heavily exposed to crypto assets” (p. 33). My comment: I am worried about the effects of future crypto crashes on the real economy

Toxic effects: Pollution Risk and Business Activity by George Zhe Tian, Buvaneshwaran Venugopal, and Vijay Yerramilli as of June 18^th, 2023 (#32): “… we use major toxic chemical spills as shocks to the pollution risk of their local neighborhoods and examine the consequent effects on local small business. …. Establishments in the smallest size quartile experience large reduction in sales, modest reduction in employment, and significant increase in likelihood of exit following exposure to pollution shocks, whereas those in the largest size quartile experience increase in sales and employment. … We also find that there is a significant and persistent exodus of population and income from counties that experience major toxic spills“ (p. 33/34).

Japanese greenwashing: Environmental Greenwashing: The Role of Corporate Governance and Assurance by Frendy, Tomoki Oshika, and Masayuki Koike as of May 17^th, 2023 (#82): “First, companies with an indication of greenwashing decrease the extent of their disclosures for a given level of environmental performance. Second, those companies are likely to employ environmental assurance to intensify the greenwashing practice. … We found that organizational-level corporate governance characteristics of Japanese corporations are ineffective in mitigating greenwashing“ (p. 20).

Climate enforcement: The Environmental Spillover Effect through Private Lending by Lili Dai, Wayne R. Landsman, and Zihang Peng as of May 13^th,2023 (#69): “We find evidence indicating that when one borrower experiences an enforcement action targeted by the Environmental Protection Agency (EPA), other firms sharing the common lender reduce toxic emissions in the following years. This spillover effect is more pronounced for lenders with stronger monitoring incentives and abilities and for borrowers with greater environmental pressures and larger similarities to EPA-targeted firms. Further analyses show increased abatement efforts and decreased profit margins following the enforcement shocks spread through lending networks. Taken together, these findings suggest that lenders can learn from and respond to borrowers’ EPA enforcement actions when dealing with other borrowers that pose similar environmental risks” (abstract).

ECB climate policy: Enhancing Climate Resilience of Monetary Policy Implementation in the Euro Area by Jana Aubrechtová, Elke Heinle, Rafel Moyà Porcel, Boris Osorno Torres, Anamaria Piloiu, Ricardo Queiroz, Torsti Silvonen, and Lia Vaz Cruz of the ECB as of June 23^rd, 2023 (#28): “The European Central Bank (ECB) extensively reviewed its monetary policy implementation framework in 2020-21 to better account also for climate change risks. This paper describes these considerations in detail to provide a holistic perspective of one central bank’s climate-related work in relation to its monetary policy implementation framework. … Climate-related disclosures, improvements in risk assessment, a strengthened collateral framework and tilting of corporate bond purchases are the main pillars of the framework enhancements. … It also takes stock of the different challenges involved in the identification and estimation of climate change-related risk, how these can be partially overcome, and when they cannot be overcome, how they can constrain the ability of financial institutions, including central banks, to take further action. … This paper also examines possible future avenues that central banks, including the ECB, might take to further refine their monetary policy implementation using an assessment framework for climate change-related adjustments“ (abstract).

Climate communication: Ten key principles: How to communicate climate change for effective public engagement by Maike Sippel, Chris Shaw, and George Marshall as of June 19^th, 2022 (#364): “This report summarises up-to-date social science evidence on climate communication for effective public engagement. It presents ten key principles that may inform communication activities. At the heart of them is the following insight: People do not form their attitudes or take action as a result primarily of weighing up expert information and making rational cost-benefit calculations. Instead, climate communication has to connect with people at the level of values and emotions. Two aspects seem to be of special importance: First, climate communication needs to focus more on effectively speaking to people who have up to now not been properly addressed by climate communications, but who are vitally important to build broad public engagement. Second, climate communication has to support a shift from concern to agency, where high levels of climate risk perception turn into pro-climate individual and collective action” (abstract).

Responsible investment research: Many greens

Climate policy costs: The Impact of Climate Change and Carbon Policy on Company Earnings by Matt Goldklang, Bingzhi Zhao, Ummul Ruthbah, Trinh Le, and Ben Bowring as of June 22th, 2023 (#158): “… we … build a framework for an asset-level, climate adjusted valuation of company earnings. In the European context, we see disparate impacts between and within sectors with carbon pricing impacts largest in the heavy emitting sectors, equivalent to -2% of earnings at the mean, whereas the physical impacts of climate change are more geographically segregated, with a median impact of -14% discounted 20 years into the future“ (abstract).

Brown trust: Green bonds pay when trustworthy by Sang Baum Kanga and Jiyong Eom as of May 30^th, 2023 (#37): “… our empirical results support that green bond investors would pay more when they have greater confidence in the green management capability of the issuer. … the higher the relative intensity of GHG emissions, the greater the wedge between the green bond yield and the corresponding ”brown” bond yield. This may be puzzling to some readers because a firm with inferior environmental performance issues a more expensive green bond. However, the opportunity costs can explain this counter-intuitive finding. When a firm emits more GHG emissions, the firm is exposed to greater transition risk, and the firm’s environmental and financial successes become more correlated. Thus, the opportunity costs of committing greenwashing becomes higher, and the firm is more likely to use green bond proceeds responsibly. Therefore, the investor can regard the firm’s issuance of green bonds as a credible sign of commitment to green projects. Additionally, the markets are found to be statistically and economically sensitive to direct emissions (scope 1 emissions) rather than indirect emissions (scope 2 and 3 emissions) of bond issuers. According to our empirical results, the sub-investment-grade green bonds’ greenium is more negative than investment-grade green bonds. This may also surprise some audiences as the value of a green bond relative to its otherwise-equivalent conventional bond increases with a lower credit rating. …. Some might think the average greenium of -41 bps is small. However, recall that our sample, January 2013 to October 2021, is from low-interest-rate periods. More importantly, our primary market results are much more negative than other recent papers. … We conjecture that the green investors’ environmental preference may be reflected more clearly in the primary market, given their motives for providing affordable funds to the firm investing in green projects” (p. 18/19).

Impact PE: Private Market Impact Investing: A Turning Point by Michael Eisenberg, Katerina Labrousse and Ribhu Ranjan Baruah from the World Economic Forum as of May 8^th, 2023: “Today, far more GPs (Sö: General Partners) at the higher end of the market are launching impact and energy transition products across private market asset classes and strategies, including infrastructure, buyouts, venture, private credit and other real assets. That means more and larger investments are made in impact-focused businesses, enabling the transition to a low-carbon economy” (p. 5). “Despite the many positive developments in the area of private market impact and transition investing over the last several years, much work remains to drive more capital to address the SDGs and accelerate the transition to a low-carbon economy. Asset owners need to further understand and develop convictions about the long-term secular tailwinds and favourable trends these opportunities present. Likewise, GPs need to further develop their track records and attract even more impact and transition investing talent to expand their capabilities in these areas and raise larger pools of capital over time” (p. 28). My comment: For public market “impact” investing see e.g. ESG Transition Bullshit? – Responsible Investment Research Blog (prof-soehnholz.com) and Active or impact investing? – (prof-soehnholz.com)

Inclusive fintech: Fintech and Financial Inclusion: A Review of the Empirical Literature by Carter Faust, Anthony J. Dukes and D. Daniel Sokol as of May 16^th, 2023 (#61): “Fintech has proven to enable financial inclusion on a global scale. This review highlighted case studies that demonstrate how digital lending, digital payment, and mobile money platforms can bring financial services to unbanked and underbanked communities. It further provided examples of how fintech can increase resilience in times of economic crises and shock, especially in underdeveloped regions. This review also acknowledged common challenges associated with the adoption of fintech, such as consumer data and privacy concerns, as well as infrastructure and education barriers“ (p. 151)

Political engagement: Collaborative investor engagement with policymakers: Changing the rules of the game? by Camila Yamahaki and Catherine Marchewitz as of June 25th, 2023 (#18): “A growing number of investors are engaging with policymakers on environmental, social and governance (ESG) issues, but little academic research exists on investor policy engagement. Applying universal ownership theory and drawing on eleven case studies of policy engagement … We identify a trend that investors engage with sovereigns to fulfil their fiduciary duty, improve investment risk management, and create an enabling environment for sustainable investments“ (abstract). My comment: Regarding shareholder engagement see also Shareholder engagement: 21 science based theses and an action plan – (prof-soehnholz.com)

and other research

Digital angst: Digital Anxiety in the Finance Function: Consequences and Mitigating Factors by Sebastian Firk, Yannik Gehrke and Miachel Wolff as of May 13^th, 2023 (#36): “Based on a survey of more than 1,000 employees working in the finance function of a large multinational business group, we observe that digital anxiety is relevant among 40% of the respondents. We further find that digital anxiety is negatively associated with employees’ work engagement, which further relates to fewer realized benefits from digital technologies. Finally, we argue and find that digital trainings, the digital affinity of peers, and transformational leadership can help to mitigate digital anxiety among employees” (p. 31).

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ESG Transition Bullshit?

No impact on secondary markets?

ESG transition approaches suggest making companies more sustainable. Many providers of so-called responsible investments promote ESG transition investments. Typically, the argumentation is: You have to put money into brown companies so that they can finance the transition to become a greener company. That sounds plausible but may be misleading.

In the case of listed investments, securities are bought from other investors. No capital flows to the companies themselves. This is different with capital increases, new bond issues or private equity and credit investments. Not every such investor investment is truly additional because of an often high investor demand (“capital overhang”). In any case, issuers receive additional capital which they could use to finance a green transition. Unfortunately, even in the case of some so-called green, social or sustainability bonds, it cannot be guaranteed that the proceeds are used to finance greener or more social transitions (compare The Economics of Sustainability Linked Bonds by Tony Berrada, Leonie Engelhardt, Rajna Gibson, and Philipp Krueger as of September 14^th, 2022).

ESG Transition? Big Oil throws cash at shareholders, not renewables

According to Nathaniel Bullard from BNN Bloomberg (“Big Oil’s pullback from clean energy matters less than you might think” as of June 25^th, 2023) “The world’s five biggest publicly listed oil and gas companies posted just under $200 billion in total profits last year. Faced with three strategic possibilities for how to use their cash piles — extract oil and gas apace, move their businesses into renewable power and energy transition assets or return money to shareholders — the supermajors have largely sprung for the third option in recent weeks”. They invested in transition in the past, but their overall energy-transition investment share is low with about 3% according to Bullard. “And there is no shortage of capital at the moment — according to the International Energy Agency, more has been invested in clean energy than fossil fuels every year since 2016”.

It seems to make little sense to promote investments in Big Oil stocks or bonds as transition investments. Blackrock, one of the largest asset managers with very large holdings in Big Oil companies, probably disagrees with me. Exxon, Chevron and ConocoPhilipps are among the holding of its U.S. Carbon Transition Readiness ETF. According to Blackrock, the ETF provides a “broad exposure to large- and mid-capitalization U.S. companies tilting towards those that BlackRock believes are better positioned to benefit from the transition to a low-carbon economy” and “harness BlackRock’s thinking in sustainable investing through a strategy utilizing research-driven insights” (BlackRock U.S. Carbon Transition Readiness ETF | LCTU (ishares.com)).

I would rather invest in companies specialized in renewable energies. And even with listed investments, investments could have some positive impact.

Shareholder engagement with the bad or the good companies?

In theory, share- and bondholder engagement can have a positive impact on companies. For Big Oil, that did not work well so far: “Resolutions that would have forced the companies to align with Paris Agreement climate targets failed. BP and Shell have also pulled back on their strategies to cut fossil fuel production” (Bullard).

Shareholder engagement seems to be more fruitful when targeted at already somewhat responsible companies (compare Shareholder Engagement on ESG Performance by Barko et al. (2022)). That is also my experience (see Active or impact investing? – (prof-soehnholz.com)).

ESG Transition: But we still need oil and gas!

Certainly, we still need oil and gas for our economy for a long time. But Big Oil will certainly sell us oil and gas as long as we adequately pay for it. I do not expect that they decide to sell oil and gas only to stock- and bondholders.

Maybe, responsible investors should not invest at all in brown companies or companies with social deficits which distribute dividends instead of investing the available capital in a greener or more social future (see Transitionierer: Dividendenverbot für ESG Sünder? – Responsible Investment Research Blog (prof-soehnholz.com)).

Underdiversification and return risks?

Many investment advisors (and promotors of diversified products) argue, that investors should not deviate much from diversified indices. This would mean to also invest in brown and not very social companies. These advisors and promotors rarely mention the – mostly very low – marginal utility of additional diversification. Also, most likely, you will not hear the argument that if you start with very responsible investments and then diversify, the average responsibility score of the portfolio will shrink. There are very few convincing arguments why investors should invest in all the same countries, industries and companies as broad indices. Focusing investments on few of the most responsible investments can generate attractive returns and risk adjusted performances (see 30 stocks, if responsible, are all I need – Responsible Investment Research Blog (prof-soehnholz.com)).

Some argue that theory proves that brown investment should have high returns in the future. According to them, brown companies have to pay higher interest rates to creditors and higher returns to stockholders than responsible companies. Thus, shareholders of brown companies should have higher returns than shareholders of green companies.

Lower brown risks

There are other arguments, though. Brown companies certainly have more ecological risk than green companies. Therefore, the risk adjusted returns of brown companies may not be so attractive. And if brown companies have to invest instead of distributing dividends, higher returns for stockholders mean that in the future, someone has to pay a relatively high price for the (formerly?) brown stock. Instead, investors can invest in already green companies. Those companies have lower capital investment requirements for transitions. But they can still improve their greenness and/or distribute dividends. That seems to be the more attractive investment case. And given the low current share of truly green and social investments, I expect responsible investments to continue to grow for many years to come.

Since 2017 I try to invest in a limited number of most responsible companies. Since even these companies can still improve significantly in terms of responsibility, I also try to engage with all of them (see Shareholder engagement: 21 science based theses and an action plan – (prof-soehnholz.com)). So far, that approach works well.