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Public Sentiment and price of Corporate Sustainability

November 1, 2018 Ben Yeoh
serafeim.png

Recent Prof. George Serafeim paper combining TruValue Labs ESG data (machine learning) with MSCI ESG data (rules based analyst) “combining big data and analyst driven ESG data allows one to identify ‘value’ opportunities in the ESG space and as a result construct an investment strategy that delivers alpha while investing in companies with greatly superior ESG performance scores.” [scores as defined by these data sets] “the price of corporate sustainability performance has increased over time. This is the estimated premium (if positive) or discount (if negative) that firms with better sustainability performance trade relative to peers after accounting for several factors such as current profitability, size, leverage, past returns and other firm characteristics.” “The higher price of corporate sustainability poses a challenge for ESG investors. Do you get a good value for money from your investments? It is not only a matter of the value of corporate sustainability anymore, but it is also a function of the price you are paying for it. Value for price is key.”

H/T George Serafeim (LI link)

Study link: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3265502

“Combining corporate sustainability performance scores based on environmental, social and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong sustainability performance has increased over time and that the premium is increasing as a function of positive public sentiment momentum. An ESG factor going long on firms with superior or increasing sustainability performance and negative sentiment momentum and short on firms with inferior or decreasing sustainability performance and positive sentiment momentum delivers significant positive alpha. This low sentiment ESG factor is uncorrelated with other factors, such as value, momentum, size, profitability and investment. In contrast, the high sentiment ESG factor delivers insignificant alpha and is strongly negatively correlated with the value factor. The evidence suggests that public sentiment influences investor views about the value of corporate sustainability activities and thereby both the price paid for corporate sustainability and the investment returns of portfolios that consider ESG data.”


Comment: There is still a lot of practioner debate about the value of various ESG datasets and ratings. However, for those who go down a deep fundamental analysis route a variety of data sources is often seen superior than one. This is one of the first papers I have seen that has looked at combined two datasets/ratings that are developed from very different methodologies.

A thought on why ESG ratings will never agree.

In ESG, Investing Tags ESG, Academic

Why ESG ratings will never agree and some of the problems of ratings

September 21, 2018 Ben Yeoh
Source: WSJ

Source: WSJ

Tesla vs Exxon? ESG ratings are like stock opinion reports more than fact. WSJ article unpicks methodology and score of 5 major companies and higlights the wide dispersion of results and different methodologies. (Summary outcomes above)

Like a stock report, you should understand the assumptions and methods to derive “Buy/Sell/Target Price” when utilising analysis.  An  investment analyst rating is an opinion, so is an ESG rating.  The WSJ piece dissects why the ratings are so different. The components of methodology and weighting. 

“The problem here isn’t the ESG ratings, but that they are used as though they were some sort of objective truth... they are no more than a series of judgments by the scoring companies...and investors who blindly follow their scores are buying into those opinions, mostly without even knowing what they are.”

“Investors should not treat ESG scores as settled facts to be used on their own, but as potentially worthwhile analysis that needs to be understood before being acted on. The thick ESG reports behind the scores offer useful detail about the policies and controversies around each business. But just as with financial accounts, investing without understanding is unlikely to deliver what you want.” 

My Linkedin Post is over 10,000 views and 100 likes and counting, with many of the ratings providers (most who I know) providing comments.

From FTSE: 

• The comparison to sell side research & buy/sell ratings is an interesting one. It should be valid but in reality the high correlation & herding that you see in sell side ratings is actually not seen in ESG ratings – as shown in the article.

• As far as I’m aware, no one in the ESG data / ratings market is claiming to provide some form of objective truth. All outputs are based on methodologies and as the article points out – it’s essential to consider how scores and ratings are derived and that as an end investor / user you are comfortable with this. 

• For example, at FTSE we have always maintained separate datasets for assessing how a company operates (our ESG Ratings) and the products and services that companies manufacture / provide (our Green Revenues data). We have found that investors appreciate this distinction. Just because a company is contributing to the green economy does not mean that it is doing a good job of managing a range of operational ESG issues…Attempting to net these things off in a single number is problematic. 

• Generally speaking, at FTSE we aim to be as transparent as possible – in particular with the issuers we rate e.g. in addition to sharing all of our data with each company in our universe as part of our annual research cycle we now provide (for free) a “Corporate Peer Comparison Tool” which allows companies to see both the scores & ratings (including for Green Revenues) that we have derived as well as comparison to their peers by sub sector, industry, country etc. 

From Xi Li (of Active Ownership paper fame):

“Academics have criticized these ESG ratings for a long time.... not surprising. A better way to use these ratings is to compare it in a time-series manner (i.e. Tesla's rating last year vs. current year), not cross-sectionally (i.e. Tesla vs Exxon). However, even this may have problems, because these data providers' algorithm may change over time...  “

From Mike Tyrell (of SRI-Connect)

It would indeed be an encouraging evolution if both suppliers and users of ratings came to regard them as opinions rather than in any respect as objective reality.  However, I fear that we are still some distance from a situation in which asset managers buy / sell / focus on / ignore a stock bsed in a rating from one provider are treated with the same derision as they would be if they bought / sold a stock based on the recommendation from a single broker.  ... and we should note that James Mackintosh's main concern seems not to be the fundamental active managers who can pick and choose ratings and research but the "billions of dollars of exchange-traded funds based on ESG indexes ... [and] ... fund managers [who] are being pushed to produce portfolios with better ESG ratings, encouraged by public mutual-fund ESG scores." There is, it seems to me, a real problem with the same research processes being used to produce pre-trade investment advice (counter-consensus opinion needed) and post-trade portfolio analytics (objective exposure data needed).  I can't quite articulate the nature of the problem and I certainly can't see a business model that would fix it ... but I think it's one to watch.  … He also comments back to FTSE… Aled Jones - I agree that no-one would openly claim 'objective truth' but I suspect that both sides are guilty of treating opinion as if it were this.  There is equally a small number of research firms claiming "this is just the opinion of an analyst" 

From Sustainalytics:

…Sustainalytics tries to differentiate itself from its competition by the transparency we provide to our clients.  We are not a black box.  That said, we don’t provide full methodological details publicly.  … but do give more colour on the Tesla rating…Fully agree with your points and many of the points in the article.  Sustainalytics agrees that ESG is a separate signal and one that needs to be interpreted alongside other financial information.  Also, ESG Ratings and what they measure are not as standardized as traditional financial signals.    In regards to Tesla, from our analyst: “Tesla’s management of these issues ranges from one extreme to the other. What it manages well – the carbon impact of its products – it manages very well, while on the other hand, its management of human capital and product governance risks reveals significant shortcomings. As a company committed to the production solely of electric vehicles and other products related to renewable energy, Tesla is the global leader among automakers when it comes to the carbon emissions of its fleet – no small achievement. However, the company has been involved in a steady stream of controversies related to the timely delivery of cars, the safety of its autopilot technology, and its management of its workforce, and despite such controversies, commitments to labour rights and programmes governing product quality are lacking.”  

The WSJ piece is here.

 


Some quant data looks at some of the ESG ratings sets are here (not peer reviewed): A look at using the Thomson Reuters Data set and by BAML can be found here.

Another lens in a more quant fashion can be found in this MSCI look through its own data and a return on capital lens. And Nordea Quant also look at it through the MSCI lens.

Other papers and thoughts to look at:

Why ESG might be so important in an intangible world

and an academic paper on Active Ownership and why and how it adds value.

In Investing, ESG Tags WSJ, ESG Ratings, Investing

Climate science 100 over years ago

August 29, 2018 Ben Yeoh
Source: https://paperspast.natlib.govt.nz/newspapers/ROTWKG19120814.2.56.5

Source: https://paperspast.natlib.govt.nz/newspapers/ROTWKG19120814.2.56.5

Published in 1912 (source link here), the climate impact of coal and carbon dioxide (CO2) was known then. Indeed Eunice Foote in 1856 was one of the first to suggest CO2 would lead to a warmer planet. (See American Journal of Science and Arts, google embed below). There was anouther paper in 1896 from Arrhenius in Sweden, also eloborating on these ideas (pdf here)

This highlights two factors to me: (1) Data and reporting is insufficient to bend demand-side human behaviours. Given the economic growth fueled by fossil  energy (see the work of energy economic historian Vaclav Smil) and the view from 1/3 of Americans who disbelieve man-made climate change (see Yale Survey on climate).

Data are not enough. Experts are not enough. Marketing, stories and convenience rule.

Observe how pink is for girls and blue is for boys simply because of marketing that becomes entrenched. 150 years ago this was not the case. My high school tie is pink, at a boys school, as we choose that colour in many years ago.

Observe Nespresso coffee pods, a solution for a problem we don't really have (and that makes mainly worse coffee, or not better, than other methods) but created a problem with waste recycling (that was not thought about fully until years after launch), but it's more convenient (by a small margin) and well marketed. The man who invented the idea now has regrets.

Climate is not unique in this.

The (2) point is the necessary imprecision and variability of climate models. It has taken 100 years to get to this point.  However given, this imprecision you can take risk-philosopher Nassim Taleb’s view: “We have only one planet. This fact radically constrains the kinds of risks that are appropriate to take at a large scale. Even a risk with very low probability becomes unacceptable when it affects all of us - there is no reversing mistakes of that magnitude. Without any precise models, we can still reason that polluting or altering our environment significantly could put us in uncharted territory, with no statistical track-record and potentially large consequences... While some amount of pollution is inevitable, high quantities of any pollutant put us at a rapidly increasing risk of destabilising the climate, a system integral to the biosphere. Ergo, we should build down CO2 emissions, even regardless of what climate-models tell us..." (Noted in this previous blog here).

 


The current Arts blog, cross-over, the current Investing blog.  Cross fertilise, some thoughts on autism.  Discover what the last arts/business mingle was all about (sign up for invites to the next event in the list below).

My Op-Ed in the Financial Times  (My Financial Times opinion article) about asking long-term questions surrounding sustainability and ESG.

Current highlights:

A long read on Will Hutton looking at Brexit causes and solutions.

Some writing tips and thoughts from Zadie Smith

How to live a life, well lived. Thoughts from a dying man. On play and playing games.

A provoking read on how to raise a feminist child.

Some popular posts:  the commencement address;  by NassimTaleb (Black Swan author, risk management philosopher),  Neil Gaiman on making wonderful, fabulous, brilliant mistakes;  JK Rowling on the benefits of failure.  Charlie Munger on always inverting;  Sheryl Sandberg on grief, resilience and gratitude.

Buy my play, Yellow Gentlemen, (amazon link) - all profits to charity

In Investing, ESG, Carbon Tags Sustainability

Axioma Quant ESG study

August 17, 2018 Ben Yeoh
Source: Axioma

Source: Axioma

Quant ESG Axioma Study. Residual company specific ESG (not regressed by factor models) tilts often outperform and rarely underperform “a question for PMs is to what extent are ESG scores different from the factors found in commercial fundamental factor risk models, such as value, size, industries and countries?…

 

...To the extent that ESG scores overlap with traditional factors, then ESG can be interpreted as beta (“smart beta” to the marketers); to the extent these scores do not overlap with traditional factors, then ESG can be interpreted as residual, idiosyncratic or company specific (“alpha” to the quants)...”

 

Me: company specific ESG theoretically should be a skill for fundamental managers. ESG is not time invariant in materiality or other domains.

 

“...be wary of ESG studies that treat the historical data in a uniform manner...variable history make it challenging to find statistically

meaningful conclusions based....that said, with the notable exception of the US prior 2016, Residual ESG has rarely underperformed.. [this] should be welcome news to skeptical PMs who may be under pressure to include ESG in their processes…”

 

Study is technical, not peer reviewed, relies on Owl data but adds to research on ESG Quant.

 

The study suggests current ESG tilt indicies are potentially not well constructed: ESG indices often have considerable tilts to other factors, such as value and growth, which are just as large as the active ESG tilt, meaning it is difficult to attribute any outperformance to an ESG screen.
“A significant portion, if not the majority, of existing ESG indices are constructed using a simple sorting approach....While this approach is simple to implement and explain, it suffers from the defect that the active tilt on ESG is typically small. In many cases, the active tilts on other risk model factors such as value and growth are just as large.”


It also notes “there is no standard, accepted methodology for combining separate E, S, and G scores into a composite ESG score. It is possible, indeed, likely, that ESG scores from different vendors will exhibit different performance characteristics. Hence, there is yet one more reason to be cautious when forming expectations about ESG: it varies across both time and vendors.”

Copy of the study can be found here.

A different look at this area, but using the Thomson Reuters Data set and by BAML can be found here.

Another lens in a more quant fashion can be found in this MSCI look through its own data and a return on capital lens.

And Nordea Quant also look at it through the MSCI lens.


The current Arts blog, cross-over, the current Investing blog.  Cross fertilise, some thoughts on autism.  Discover what the last arts/business mingle was all about (sign up for invites to the next event in the list below).

My Op-Ed in the Financial Times  (My Financial Times opinion article) about asking long-term questions surrounding sustainability and ESG.

Current highlights:

A long read on Will Hutton looking at Brexit causes and solutions.

Some writing tips and thoughts from Zadie Smith

How to live a life, well lived. Thoughts from a dying man. On play and playing games.

A provoking read on how to raise a feminist child.

Some popular posts:  the commencement address;  by NassimTaleb (Black Swan author, risk management philosopher),  Neil Gaiman on making wonderful, fabulous, brilliant mistakes;  JK Rowling on the benefits of failure.  Charlie Munger on always inverting;  Sheryl Sandberg on grief, resilience and gratitude.

Buy my play, Yellow Gentlemen, (amazon link) - all profits to charity

In ESG, Investing Tags ESG, Quant

ESG Survey, US Callan

August 3, 2018 Ben Yeoh
Source: Callan Surevy (2018)

Source: Callan Surevy (2018)

 

Callan US ESG Survey of 89 US funds shows 43% of funds using ESG (much lower than global CFA, MS, RBC, other surveys). (see CFA Survey here suggesting about 70% of global funds use ESG, and academic paper suggesting closer to 80% use ESG; also more recent MS survey also mainly US suggests asset owners are more interested, although below global levels)

Corporate funds = 20%, public funds =39%, Foundations = 64% (this looks low to me => 36% not using ESG), Endowments = 56%.

General adoption rates have doubled since 2013 (at start of this survey). 13% of all DC plans (both public and corporate, and incorporating ESG or not) include an ESG option in their plan lineup, compared to a 40% incorporation rate for defined benefit plans.

Over half of all respondents have NOT incorporated ESG factors (wow!) into investment decision-making (54%) in 2018 [ 2013 (78%) ]

Source: Callan Survey 2018

Source: Callan Survey 2018

The most common reason to not incorporate ESG: “the fund would not consider factors that are not purely financial in the investment decision-making process (52%).”

This has been one of the top three reasons against incorporating ESG since the inception of the survey. Nearly half of respondents that are not incorporating ESG cite a dearth of research tying ESG to outperformance.  Personal view: This survey highlights the US difference, and (on small data) the DB vs DC, and corp vs non-corp fund differences.

(It might also be an effect of the way they asked the question.

Survey is free to access but needs registration here. 


Compare it to Amel-Zadeh ... 

amel-1.png

 

Amel-Zadeh: ...ESG information is material to investment performance. However, which information is material likely varies systematically across countries (e.g. a country where water pollution is a more serious issue versus a country where corruption is a more serious issues), industries (e.g. an industry affected dramatically by climate change versus an industry affected by violations of human rights in the supply chain) and even firm strategies (e.g. firms that follow differentiation versus low price). For example, Khan et al. (2016) show that the vast majority of ESG data for any given industry is immaterial to investment performance and that the material information varies across industries within a sample of US stocks. Understanding how the materiality of ESG information varies across countries, industries and firm strategies therefore is of primary importance...”

This to my mind, along with this study on the benefits of Active Ownership and ESG engagement and if one puts this work together with the work on the outperformance of Global Equity managers described here, one can start to build a defense of Active Management for global managers for those using ESG....


(see CFA Survey here suggesting about 70% of global funds use ESG, and academic paper suggesting closer to 80% use ESG; also more recent MS survey also mainly US suggests asset owners are more interested, although below global levels)


The current Arts blog, cross-over, the current Investing blog.  Cross fertilise, some thoughts on autism.  Discover what the last arts/business mingle was all about (sign up for invites to the next event in the list below).

My Op-Ed in the Financial Times  (My Financial Times opinion article) about asking long-term questions surrounding sustainability and ESG.

Current highlights:

A long read on Will Hutton looking at Brexit causes and solutions.

Some writing tips and thoughts from Zadie Smith

How to live a life, well lived. Thoughts from a dying man. On play and playing games.

A provoking read on how to raise a feminist child.

 

Some popular posts:  the commencement address;  by NassimTaleb (Black Swan author, risk management philosopher),  Neil Gaiman on making wonderful, fabulous, brilliant mistakes;  JK Rowling on the benefits of failure.  Charlie Munger on always inverting;  Sheryl Sandberg on grief, resilience and gratitude.

Buy my play, Yellow Gentlemen, (amazon link) - all profits to charity

In ESG, Investing Tags ESG, Survey, Callan

Green Finance Initiative

July 21, 2018 Ben Yeoh
Lord Nick Stern preaching to the converted on green finance.  

Lord Nick Stern preaching to the converted on green finance.  

This week I was at the Green Finance Initiative annual conference in London. (Agenda here)


I listened to Nick Stern (or Lord Stern) speak about the risks and opportunities of climate change and finance and investment.


To be brutally honest, Stern was preaching to the converted and while everything he spoke about made sense I don’t think it was new to anyone in the room.


That said, it did bring together a lot of professionals, experts, NGOs, regulators etc. To chat and the second order effects of mingling outside of a core expertise - I believe - is valuable.


I also learnt a little about the Belt and Road endeavour from China. A few people involved in projects around the endeavour spoke on a panel.


It happens to be potentially the largest ever infrastructure project in the world with approaching one trillion dollars worth of capital spend.  It has a Silk Road element - the belt part which are overground corridors to/from China and the Road part (perhaps confusingly) are sea links, or maritime corridors.

There’s a summary from McKinsey here and one on the Guardian here.

In ESG, Investing Tags Investing, Carbon
Comment

Regulatory Compass, Financial Purpose report

July 14, 2018 Ben Yeoh
Source: Finance Innovation Lab (link)

Source: Finance Innovation Lab (link)

Purpose of Finance: “creating money, channeling money, looking after other people’s money, sharing risk, and maintaining transaction and settlement systems

-Data on the efficiency of the financial system suggests that the ‘overheads’ which the industry extracts from society for fulfilling these functions have not reduced in over a century.

-we need to dig deeper to understand the ultimate purpose of finance: how it creates, deploys and facilitates the movement of money in a way that best enables us to achieve our goals, as individuals, as communities, and as a society

-If we want a financial system that meets its social purpose, we also need to take much more of an interest in the purpose of individual businesses within that system

…In this report, we argue for a new regulatory compass… we need to focus regulatory analysis and action on the social purpose of finance…. a provoking read by charity think tank, Finance Innovation Lab, Christine Berry et al. (2018)

“The experience of social purpose businesses in our community suggests that regulation – which is frequently assumed to be ‘purpose-neutral’ – is often designed around the large incumbent firms that dominate  the market and are usually focused on profit maximisation. We explorethree challenges this raises.

The volume and complexity of regulation has proven extremely challenging for  smaller, social purpose banks to comply with, since they do not have the same  economies of scale or large compliance teams. Capital requirements are a particularly good example of how well-intentioned regulation designed around large incumbent banks can have unintended consequences for others. We argue that the Financial Conduct Authority (FCA) should launch a standalone Diversity Hub to complement  its efforts to support innovation; likewise, the Prudential Regulation Authority (PRA) should offer additional support (including a sandbox) for firms that bring diversity  to the banking sector, including new community and stakeholder banks.

The regulation of investment advice and product marketing is still relatively poor at recognising social and environmental investment objectives. The shift to automation risks exacerbating these problems – particularly if machine learning techniques use historical data that reproduce historical biases that no longer reflect society’s views.

We argue that the FCA should adopt a human-centred approach to regulation, starting from the perspective of a person who has a range of objectives for their finances,  rather than assuming maximum financial return is the sole aim.

Regulatory approaches to innovation tend to focus on technological developments, to the detriment of other forms of innovation, particularly new business models centred on social or environmental purpose. The authorisation process can be especially  challenging for these types of firms; often the unique risks of social purpose models  are considered, but not the unique benefits. We argue that regulators need a framework for thinking about the societal challenges we want innovation to solve – and thus the kinds of innovation we want to support – rather than focusing solely on increasing  competition through technological innovation.

Three regulatory fallacies

We identify three fallacies that permeate current regulatory thinking:

-The fallacy of composition (if every unit in the system works, the whole system works)

-The fallacy of neutrality (current regulatory approaches are values-free and any changes to this would mean taking an unjustified moral stance)

-The fallacy of market efficiency (competition and ‘market integrity’ are effective proxies for the outcomes we want the financial system to serve).

We can either transfer these flawed assumptions to a new regulatory regime, or take this opportunity for a deeper reconsideration of how we regulate financial systems....

Link to paper here.


Comment: Given the incremental and evolutionary nature of regulation, these ideas are in the "thought-provoking" but ultimately not practical at this point in time, Although, to some extenet, that's the point of think-tanks.

Further, the report is very UK focused, while being aligned to the organisations purpose, it somewhat underappreaciates or ignores the global interconnectedness of regulation and particularly with respect to financial regulation.  There is regulatory arbitragage which governments are aware of.

The report makes several provoking suggestions to regulators, however I feel many of these recommendations sit somewhat outside of regulators current mandates and if such "purpose" wants to be met, then it needs to start at government level preferably led by society demand.

As to the suggestions themselves, I do think it's interesting going back to thinking about the social purpose of finance and how that can be made better, but I do not have any clear answers here.  I do think (as I have referrred to previously) the very eloquent work (althiough not necessarily "correct") of Milton Friedman in the 1970s has perhaps not been answered as eloquently by critics, although certainly the stakeholder model (eg see Amir-Zadeh) can answer it.

In any case, I am no expert in matters of policy or macroeconomics, so wil leave it to bigger brains than me to solve.


The current Arts blog, cross-over, the current Investing blog.  Cross fertilise, some thoughts on autism.  Discover what the last arts/business mingle was all about (sign up for invites to the next event in the list below).

My Op-Ed in the Financial Times  (My Financial Times opinion article) about asking long-term questions surrounding sustainability and ESG.

Some popular posts:   the commencement address;  by Nassim Taleb (Black Swan author, risk management philosopher),  Neil Gaiman on making wonderful, fabulous, brilliant mistakes;  JK Rowling on the benefits of failure.  Charlie Munger on always inverting;  Sheryl Sandberg on grief, resilience and gratitude.

How to live a life, well lived. Thoughts from a dying man. On play and playing games.

A provoking read on how to raise a feminist child. 

An examination of the Generation Z cohort and how they differ from Millennials.

In ESG, Investing, Regulation Tags Finance, Regulation, Purpose

Morgan Stanley: ESG survey of asset owners

July 5, 2018 Ben Yeoh
Source: Morgan Stanley (link)

Source: Morgan Stanley (link)

Morgan Stanley: "Sustainable Investing has gone from a niche investment idea to attracting enough capital to start having an impact on global challenges at a meaningful scale. The intensity of recent growth has been driven by a fundamental shift in how investors and asset owners view environmental, social and governance (ESG) factors."

MS polled 118 asset owners.  

- 84% of asset owners surveyed are at least “actively considering” integrating ESG criteria into their investment process

- 60% of asset owners integrating ESG into their investment process have only begun doing so within the last four years and 37% within the last two

(Me: This suggests movement is still in early days, though MS argue it is moving mainstream)

 

Source: Morgan Stanley (link)

Source: Morgan Stanley (link)

-78% of respondents listed risk management as an important factor driving their adoption of sustainable investing.

-77% of respondents also focused on generating returns.

The link to the survey paper is here.  It chimes with the CFA ESG survey I posted about previously.

I do think that answer that 37% of asset owners only started thinking about ESG in last 2 years suggests that this might still be the early days of the movement - and if asset owners eventually reflect the end beneficiaries, which for the most part is the "person n the street" and if she increasingly younger and more interested in sustainability, then the movement has legs...


Amel-Zadeh: ...ESG information is material to investment performance. However, which information is material likely varies systematically across countries (e.g. a country where water pollution is a more serious issue versus a country where corruption is a more serious issues), industries (e.g. an industry affected dramatically by climate change versus an industry affected by violations of human rights in the supply chain) and even firm strategies (e.g. firms that follow differentiation versus low price). For example, Khan et al. (2016) show that the vast majority of ESG data for any given industry is immaterial to investment performance and that the material information varies across industries within a sample of US stocks. Understanding how the materiality of ESG information varies across countries, industries and firm strategies therefore is of primary importance...”

This to my mind, along with this study on the benefits of Active Ownership and ESG engagement and if one puts this work together with the work on the outperformance of Global Equity managers described here, one can start to build a defense of Active Management for global managers for those using ESG....

If you'd like to feel inspired by commencement addresses and life lessons try:  Neil Gaiman on making wonderful, fabulous, brilliant mistakes; or Nassim Taleb's commencement address; or JK Rowling on the benefits of failure.  Or Charlie Munger on always inverting;  Sheryl Sandberg on grief, resilience and gratitude or investor Ray Dalio on  on Principles.

Cross fertilise. Read about the autistic mind here. 

In ESG Tags ESG, Survey
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