MIT Sloan Sustainability Initiative

The Aggregate Confusion Project

"If businesses, consumers, governments, and investors want to make decisions based on ESG, we need to provide them with unified guidance. This is the purpose of the Aggregate Confusion Project." - Professor Roberto Rigobon

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The portion of assets invested that rely in some way on ESG ratings has increased 34% since 2016.

Capital markets are moving fast to incorporate Environmental, Social, and Governance factors.

The problem? ESG data are noisy and unreliable.

We found the correlation among prominent agencies’ ESG ratings was on average 0.61; by comparison, credit ratings from Moody’s and Standard & Poor’s are correlated at 0.92. This ambiguity around ESG ratings creates acute challenges for investors trying to achieve both financial and social return. 

The Sustainability Initiative is working to solve this problem through a program of research to improve the quality of ESG measurement and decision making in the financial sector. Our first step was to characterize the problem in our paper “Aggregate Confusion: The Divergence of ESG Ratings”.

Now, we are seeking corporate member participation by asset owners and managers to chart a course toward more rigorous, coherent methods for ESG integration.

Becoming a member of the Aggregate Confusion Project

Each member organization will have slightly different business objectives, internal capabilities for ESG research, and priorities among ESG issue areas; but broadly we understand there to be a few tasks common to all:

  • Reduce the level of noise in measuring specific ESG categories such as labor treatment, carbon emissions, and product safety;

  • Understand the effect of ESG-driven investment flows on stock price and firm behavior;

  • Develop smarter ways to aggregate ESG factors into composite indices; 

  • Reliably assess investor preferences to enable ESG indices to be more customized and attuned to investors’ values.

Building a sustainable investment capability inside your firm is a process of engaging people and building their skills and knowledge. Our intention is that members will have access to our top researchers, and the opportunity to engage with our entire team and suite of activities to build your firm’s capacity.

For more information, please contact us 

Project Team

Roberto Rigobon

Roberto Rigobon

Economics, Finance and Accounting

Society of Sloan Fellows Professor of Management

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Florian Berg

Florian Berg

Research Fellow

Julian Koelbel

Julian Koelbel

Research Affiliate

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Jason Jay

Jason Jay

Senior Lecturer, Director, Sustainability Initiative, PhD '05

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