AB: Breaking the ESG Barrier Empowering Credit Investors Through Better and Faster Data
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The integration of environmental, social and governance (ESG) metrics into credit analysis represents a significant shift in investment strategies. The ability to quantify ESG factors and incorporate them into investment decisions, as demonstrated by AllianceBernstein's PRISM tool, aligns with a growing trend towards sustainable investing. The emphasis on ESG considerations reflects the market's recognition of their potential impact on a company's financial health and risk profile.
From a financial perspective, the enhanced ESG reporting could lead to a reevaluation of creditworthiness, potentially altering the cost of capital for businesses. Companies with strong ESG practices may benefit from lower borrowing costs and improved investor sentiment, while those with poor ESG metrics could face increased scrutiny and higher financing costs.
This trend is also indicative of a broader market transformation where non-financial factors are becoming critical in assessing a company's long-term value creation potential. Investors are increasingly demanding these insights to make informed decisions, which could lead to a reallocation of capital towards more sustainable enterprises.
The surge in ESG reporting and the development of tools like PRISM are likely to influence market dynamics significantly. With 75% more companies reporting ESG metrics since 2015, there is a clear indication of the market's direction towards transparency and accountability. This increased reporting can provide investors with a more comprehensive view of a company's operations, potentially leading to a more stable and predictable market environment.
Moreover, the near-complete coverage of the global credit universe by PRISM suggests that ESG factors are becoming a universal component of credit analysis. This could standardize ESG evaluation across the industry, leading to more consistent investment practices and benchmarking. It may also drive competition among companies to improve their ESG standings, further integrating sustainability into corporate strategies.
The adoption of ESG-centric tools like PRISM underscores the importance of sustainability in today's business landscape. By contextualizing ESG data, these tools enable investors to assess not just the financial performance but also the sustainability footprint of their investments. This could encourage companies to adopt more sustainable practices to attract investment and align with the values of socially conscious investors.
However, the challenge lies in ensuring the accuracy and standardization of ESG metrics, as they are subject to different interpretations and may lack uniformity across sectors. The development of such tools must be accompanied by efforts to create industry-wide standards for ESG reporting to ensure that the data is reliable and comparable across different companies and industries.
NORTHAMPTON, MA / ACCESSWIRE / February 20, 2024 / AllianceBernstein
ESG in Action
A new approach to environmental, social and governance (ESG) research could ease investors' frustrations with sourcing and evaluating the data required for objective credit analysis. Thanks to a surge in company reporting, ESG metrics can now be quantified and incorporated into analyses that were historically rooted in fundamental research alone. AllianceBernstein's proprietary research tool, PRISM, does just that, putting robust, contextualized ESG data at portfolio managers' fingertips to enable better-and faster-decision-making.
179 metrics that PRISM draws on in its ESG assessments
Authors
Patrick O'Connell, CFA| Director-Fixed Income Responsible Investing Research
Tiffanie Wong, CFA| Director-Fixed Income Responsible Investing Portfolio Management; Director-US Investment-Grade Credit
Markus Peters| Director of Fixed Income Business Development and Strategy-Responsible Investing
Investors weighing companies' ESG exposures often feel frustrated by the challenges of either sourcing data from third-party providers or attempting to do their own research. But their frustrations may be about to ease, thanks to a new approach to ESG research.
A Murky-and Challenging-Data Landscape
There are several inherent difficulties with using third-party ESG scorers. Not all cater to the needs of investors; those that do, tend to overly focus on risks that are relevant to equity, not fixed-income, investors. Data providers are notoriously tight-lipped about how they arrive at their scores. And investors often find that there's little similarity between different providers' assessments of the same company; it's hard to say whose score is more accurate.
The in-house research solution has also presented challenges. Without clear frameworks and processes for sorting and managing data (or lack thereof), ESG analyses tend to be both highly subjective and vague.
Thankfully, there's been a proliferation of ESG data in recent years: since 2015, roughly
The answer, in our view, lies in rethinking the approach to ESG analysis. It's been deeply rooted in fundamental credit research for a long time, but that must evolve if investors are to harvest the ESG data opportunity without falling victim to the same shortcomings as before. Making sense of the vast volume of data requires a scalable and consistent approach.
PRISM Shines a Brighter Light
This can be achieved by incorporating quantitative research into the process, as we do with PRISM, our proprietary credit research tool, which includes ESG in its broader credit assessments and provides an ESG score for nearly every issuer. PRISM takes advantage of the fact that the increase in ESG data has created the critical mass necessary for data to be inputted quantitatively.
There are, in our view, a number of benefits to this approach:
- It performs transparent, scalable and consistent processing of large volumes of ESG data that would be beyond the capacity of most fundamental credit research teams.
- Combined with big data capabilities, it covers
95% to99% 2 of the universe of investment-grade, high-yield and emerging-market corporate bonds, including small and unlisted companies-more than is typically available through third-party providers. - It provides meaningful comparisons between issuers' ESG risks, even when the issuers are from different industries.
- It creates insights specifically tailored to credit investors.
- By enabling nuanced comparisons between companies and industries, and by freeing analysts from data-gathering to do more valuable work, it adds to the power of active investment strategies.
To understand these benefits, it helps to know a little about how PRISM works.
A More Systematic, Less Subjective Approach
PRISM uses a map or matrix that illustrates the materiality of ESG factors according to industries and companies. The matrix draws on the fundamental research of AB's in-house securities analysts, as well as specialist ESG perspectives provided by AB's Responsibility team and Columbia University's Climate School, with which AB has had a close working relationship since 2017.
The map helps to generate suggested factor weights and scoring ranges for individual industries, which are used to determine individual issuers' ESG scores. (We describe how the scoring works in more detail below.)
Using big-data analysis, specialist ESG expertise and comprehensive financial research, PRISM can capture relevant data systematically. And, by inputting the data quantitatively, it can generate ESG scores that are consistent and comparable across industries and issuers, and less subjective than would be the case for scores arrived at solely by fundamental research.
This frees up credit research analysts from the time-consuming task of researching multiple ESG data points manually. They can focus instead on responsibilities that add more value, such as engaging directly with corporate issuers to gain unique, forward-looking insights.
The combined quantitative and fundamental approach, in our view, can lead to sharper insights and more nuanced evaluations of risk and opportunity than would be possible with a fundamental-only analysis.
Making ESG Comparisons Meaningful
The suggested ESG industry scoring ranges not only help to ensure consistency but also provide for comparison across industries and issuers. An alternative approach, which some data providers take, is to score individual issuers against other issuers in their own industries. But siloing industries can lead to anomalies: For example, an oil company that emits high levels of CO2 may receive a lower environmental score than a less emissions-intensive software company. It doesn't take much for the oil company's lower E score to be mistaken for having lower environmental risk than the software company. PRISM's industry scores ensure that comparisons between companies are meaningful.
The scoring process links the materiality matrix to measurable ESG metrics. PRISM can draw on 179 metrics in total, but not all are relevant, or evenly relevant, across industries, because industries are differently exposed to environmental or social risks and opportunities. On the other hand, governance issues tend not to be industry specific, so PRISM takes an industry-agnostic approach to G scores.
Using only those metrics considered to be financially material, PRISM weights them according to their materiality for each industry. It assigns scores in each ESG assessment pillar based on 10 overarching material factors (Display), including governance factors that are specifically tailored to credit investors.
This approach allows us to compare, for example, industries' environmental risks against a commonly used carbon intensity metric, such as CO2 emissions per sales in US-dollar terms. This results in suggested score ranges for each industry. The range for airlines, for example, is 1.2 to 4.7 (Display).
But nuance is important. Simple carbon intensity figures may generate conclusions that could mislead investors on the risks and opportunities faced by different airlines. We believe that emissions per passenger kilometer flown is a better representation of an airline's ability to be fuel efficient, because it strips out the impact of ticket-pricing power. For example, while the low-cost carrier in the Display above falls toward the high end in terms of emissions per revenue, its emissions per passenger kilometer flown are low relative to its competitors.
In this way, an issuer's E and S scores depend on both the absolute suggested scoring range for its industry and where the issuer falls within that range.
Better Engagement, Faster Decision-Making
In our own experience as active investors, we've found that PRISM better arms our analysts for their engagements with issuers, making it more difficult for companies' management teams to cherry-pick data that puts their ESG credentials in the most favorable light.
And ultimately, PRISM puts robust, contextualized ESG data at portfolio managers' fingertips to enable better-and faster-decision-making.
1The data are sourced from a count of issuer companies' reporting of four ESG datapoints (Scope 1 & 2 emissions, Scope 3 emissions, water usage, and health and safety "Lost Time Incident Rate") represented in the following indices: Bloomberg Global Aggregate Bond, Bloomberg US High Yield
2Bloomberg Global Aggregate Bond Index:
The views expressed herein do not constitute research, investment advice or trade recommendations and do not necessarily represent the views of all AB portfolio-management teams. Views are subject to change over time.
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SOURCE: AllianceBernstein
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