Question A:

A mandate for public companies to provide climate-related disclosures (such as their greenhouse gas emissions and carbon footprint) would provide financially material information that enables investors to make better decisions.

Responses weighted by each expert's confidence

Question B:

A mandate for public companies to provide climate-related disclosures would provide material information that enables investors to make better decisions with regards to non-financial objectives (such as aiding portfolio choice based on ESG principles).

Responses weighted by each expert's confidence

Question C:

A mandate for public companies to provide climate-related disclosures would induce them to reduce their climate impact substantially.

Responses weighted by each expert's confidence

Question A Participant Responses

Participant University Vote Confidence Bio/Vote History
Campbell
John Campbell
Harvard
Agree
8
Bio/Vote History
Climate-related disclosures are clearly relevant for risk. They may be relevant for expected returns as well, although one should be skeptical of claims that "green" investments will outperform - in fact, investors' ESG preferences likely imply low green returns in the long run.
Cochrane
John Cochrane
Hoover Institution Stanford
Strongly Disagree
10
Bio/Vote History
Especially scope 3 -- carbon emissions by up and downstream links, triple-counting, are entirely made up numbers.
Cornelli
Francesca Cornelli
Northwestern Kellogg
Agree
7
Bio/Vote History
Standardizing the climate-related disclosures may help assessing for example the costs of achieving stated targets on emissions. In that sense it could constitute financially material information
Diamond
Douglas Diamond
Chicago Booth
Agree
6
Bio/Vote History
Probably the costs of a mandate exceed the benefits. The uncertainty is for firms where the impact is small and indirect. Climate is a risk that might be hidden.
Duffie
Darrell Duffie
Stanford
Agree
1
Bio/Vote History
Tricky issue: Firms are already required to disclose risks, but this would standardize some climate disclosure and give investors with climate-specific investment motives more information.
Eberly
Janice Eberly
Northwestern Kellogg
Agree
8
Bio/Vote History
Firms have made climate-related statements and goals, a well-designed and consistent disclosure could be financially material to investors and performance evaluation.
French
Kenneth R. French
Tuck Dartmouth
Uncertain
8
Bio/Vote History
Gabaix
Xavier Gabaix
Harvard
Uncertain
5
Bio/Vote History
The accounting of that is tremendously complicated, especially as you’d have to track their suppliers, and the whole value chain. And also count their R&D, which can be very valuable.
Goldstein
Itay Goldstein
UPenn Wharton
Uncertain
9
Bio/Vote History
Graham
John Graham
Duke Fuqua
Uncertain
8
Bio/Vote History
I don't think this info would help investors earn a higher risk-adjusted return but may help with portfolio objectives
Hansen
Lars Hansen
UChicago
Disagree
8
Bio/Vote History
Mandates can be costly interventions over and above market discipline. Moreover, firms face many challenges in addition to exposure to climate change. Abstracting from a potential climate exchange, I fail to see the rationale for this mandate.
Harvey
Campbell R. Harvey
Duke Fuqua
Uncertain
7
Bio/Vote History
Cost of supplying this information might exceed the benefit. Further, the reporting will be very noisy due to measurement difficulty. Finally, Scope 3 upstream/downstream needs to be considered. Is the company also responsible for reporting Scope 3?
Hirshleifer
David Hirshleifer
USC
Disagree
8
Bio/Vote History
Hong
Harrison Hong
Columbia
Strongly Agree
9
Bio/Vote History
Firms know more about their climate risks than shareholders.
Jiang
Wei Jiang
Emory Goizueta
Agree
5
Bio/Vote History
Kaplan
Steven Kaplan
Chicago Booth
Uncertain
4
Bio/Vote History
Uncertain how the disclosures translate into stock performance.
Kashyap
Anil Kashyap
Chicago Booth
Uncertain
3
Bio/Vote History
As long as the policy uncertainty about sanctions for being brown persists, hard to say. Plus how do you assure accurate reporting?
Koijen
Ralph Koijen
Chicago Booth
Agree
2
Bio/Vote History
Kuhnen
Camelia Kuhnen
UNC Kenan-Flagler
Uncertain
3
Bio/Vote History
I worry that companies will have incentive to game the system, and measure these quantities in incorrect ways.
Lo
Andrew Lo
MIT Sloan
Uncertain
5
Bio/Vote History
Disclosure is a two-edged sword. Although more information is often argued as being preferred to less information, providing additional disclosure is not costless and shareholders will have to pay for the direct costs as well as unintended consequences. This needs more thought.
Lowry
Michelle Lowry
Drexel LeBow
Agree
7
Bio/Vote History
Ludvigson
Sydney Ludvigson
NYU
No Opinion
Bio/Vote History
Maggiori
Matteo Maggiori
Stanford GSB
Agree
8
Bio/Vote History
Matvos
Gregor Matvos
Northwestern Kellogg
Agree
4
Bio/Vote History
Standardizing climate related disclosures would make them more comparable across firms, potentially leading to better information and improved decision making. Badly designed disclosures could confuse investors, leading to worse decision making.
Moskowitz
Tobias Moskowitz
Yale School of Management
Agree
3
Bio/Vote History
Right now climate disclosure is important to investors and with regulation may become financially relevant, but there is a lot of uncertainty about that and how much it will matter.
Nagel
Stefan Nagel
Chicago Booth
Uncertain
5
Bio/Vote History
May help with climate-risk exposure assessment, but not clear that the benefits are financially material
Parker
Jonathan Parker
MIT Sloan
Agree
6
Bio/Vote History
While environmental policies do pose material risks, carbon footprint mainly matter for all investors because it affects stock liquidity, breadth of ownership, and investor activism all of which matter for stock values.
Parlour
Christine Parlour
Berkeley Haas
Uncertain
7
Bio/Vote History
Setting reporting guidelines that are effective and comprehensive is difficult.
Philippon
Thomas Philippon
NYU Stern
Agree
7
Bio/Vote History
Mandate would standardize reporting, making it easier to compare exposures across companies. But much depends on exact choice of quality of chosen indicators.
Puri
Manju Puri
Duke Fuqua
Agree
4
Bio/Vote History
Roberts
Michael R. Roberts
UPenn Wharton
Agree
8
Bio/Vote History
If it affects cash flows or risk, it's relevant.
Sapienza
Paola Sapienza
Northwestern Kellogg
Agree
5
Bio/Vote History
Mandatory disclosure "standardizes" market communication. Compared to the current voluntary disclosure, information will be comparable across firms. The object of the disclosure is crucially important and my answer flips if mandatory disclosure is on irrelevant information.
Seru
Amit Seru
Stanford GSB
Uncertain
5
Bio/Vote History
Depends on the disclosure design.
Stambaugh
Robert Stambaugh
UPenn Wharton
Uncertain
5
Bio/Vote History
Starks
Laura Starks
UT Austin McCombs
Agree
9
Bio/Vote History
Research shows that investors demand and value carbon-related disclosures. The question is how much disclosure should be mandated given that there exist costs to firms (e.g., information gathering costs, releasing proprietary information).
-see background information here
Stein
Jeremy Stein
Harvard
Uncertain
4
Bio/Vote History
Stroebel
Johannes Stroebel
NYU Stern
Agree
8
Bio/Vote History
There is a lot of pressure from investors for this information, suggesting they find it important and relevant. This is consistent with surveys of investors that find climate risks pertinent, but feel they do not have the information to assess them adequately.
-see background information here
-see background information here
Stulz
René Stulz
OSU Fisher School
Disagree
5
Bio/Vote History
It seems unlikely for most firms.
Sufi
Amir Sufi
Chicago Booth
Agree
5
Bio/Vote History
Disclosure in filings even when information is already available from other sources has an effect, see link.
-see background information here
Titman
Sheridan Titman
UT Austin McCombs
Disagree
10
Bio/Vote History
Van Nieuwerburgh
Stijn Van Nieuwerburgh
Columbia Business School
Agree
7
Bio/Vote History
exposure to (physical and regulatory) climate risk has become a substantial risk for firms but lack of consistent and audited reporting makes it difficult for investors to assess it currents.
Werner
Ingrid M. Werner
OSU Fisher School
Agree
8
Bio/Vote History
Whited
Toni Whited
UMich Ross School
Agree
4
Bio/Vote History

Question B Participant Responses

Participant University Vote Confidence Bio/Vote History
Campbell
John Campbell
Harvard
Strongly Agree
10
Bio/Vote History
It is almost tautologically true that climate-related disclosures are relevant for investors with direct ESG preferences about their portfolios.
Cochrane
John Cochrane
Hoover Institution Stanford
Strongly Disagree
5
Bio/Vote History
The question is squishy. It will help only if investors care about the numbers that the regulation demands. My low rating reflects a view that the numbers will be largely meaningless. Except for forecasting regulatory displeasure, which does matter financially.
Cornelli
Francesca Cornelli
Northwestern Kellogg
Uncertain
6
Bio/Vote History
It depends on the detail of the mandate. But a properly balance mandate will help assessing whether the company has an actual well developed ESG strategy.
Diamond
Douglas Diamond
Chicago Booth
Agree
8
Bio/Vote History
For those investors who care about these risks as part of their non-financial goals, disclosure is a strict benefit. If the reports are not reliable, then mandating them is of limited value.
Duffie
Darrell Duffie
Stanford
Agree
8
Bio/Vote History
Eberly
Janice Eberly
Northwestern Kellogg
Agree
8
Bio/Vote History
The relevance and consistency of the disclosure is important, and there is heterogeneity across industries and firms as to importance.
French
Kenneth R. French
Tuck Dartmouth
Agree
8
Bio/Vote History
Gabaix
Xavier Gabaix
Harvard
Agree
6
Bio/Vote History
Goldstein
Itay Goldstein
UPenn Wharton
Agree
9
Bio/Vote History
Graham
John Graham
Duke Fuqua
Agree
9
Bio/Vote History
has the potential to lead to standardized, easy-to-find information
Hansen
Lars Hansen
UChicago
Disagree
8
Bio/Vote History
Investors will gain from such information only if the mandated information can be firmly established. This imposes nontrivial cost on the governmental mandator. Investor demand alone could induce firm to provide such information in a credible way.
Harvey
Campbell R. Harvey
Duke Fuqua
Uncertain
7
Bio/Vote History
Hirshleifer
David Hirshleifer
USC
No Opinion
Bio/Vote History
Hong
Harrison Hong
Columbia
Strongly Agree
9
Bio/Vote History
Disclosures would address concerns about ESG greenwashing for instance.
Jiang
Wei Jiang
Emory Goizueta
Uncertain
5
Bio/Vote History
Kaplan
Steven Kaplan
Chicago Booth
Agree
8
Bio/Vote History
If you are investing based on climate impact, then climate disclosure helps. Again, unclear how it affects stock returns.
Kashyap
Anil Kashyap
Chicago Booth
Uncertain
3
Bio/Vote History
Koijen
Ralph Koijen
Chicago Booth
Agree
2
Bio/Vote History
Kuhnen
Camelia Kuhnen
UNC Kenan-Flagler
Uncertain
3
Bio/Vote History
Companies may mismeasure and misreport these quantities, and investors may therefore get useless disclosure information to work with.
Lo
Andrew Lo
MIT Sloan
Agree
8
Bio/Vote History
For non-financial objectives, it makes more sense for companies to disclose their climate-related exposures. However, the cost factor is still present and must be considered relative to the benefits of disclosure.
Lowry
Michelle Lowry
Drexel LeBow
Agree
7
Bio/Vote History
Ludvigson
Sydney Ludvigson
NYU
No Opinion
Bio/Vote History
Maggiori
Matteo Maggiori
Stanford GSB
Agree
8
Bio/Vote History
Matvos
Gregor Matvos
Northwestern Kellogg
Agree
3
Bio/Vote History
Similar to previous question, well designed disclosures allow investors to make better decisions related to their objectives. Badly designed disclosures could confuse investors, leading to worse decision making.
Moskowitz
Tobias Moskowitz
Yale School of Management
Strongly Agree
5
Bio/Vote History
While I strongly agree with the general sentiment that climate-related disclosures matter to investors, it really depends how useful those disclosures are and how accurate in terms of impact on the environment and climate change. That remains uncertain.
Nagel
Stefan Nagel
Chicago Booth
Agree
5
Bio/Vote History
Parker
Jonathan Parker
MIT Sloan
Strongly Agree
8
Bio/Vote History
Parlour
Christine Parlour
Berkeley Haas
Disagree
7
Bio/Vote History
Once reporting requirements are promulgated, companies can easily re-organize their activities.
Philippon
Thomas Philippon
NYU Stern
Agree
9
Bio/Vote History
Puri
Manju Puri
Duke Fuqua
Strongly Agree
8
Bio/Vote History
Roberts
Michael R. Roberts
UPenn Wharton
Agree
6
Bio/Vote History
This seems almost tautological unless I'm misunderstanding.
Sapienza
Paola Sapienza
Northwestern Kellogg
Uncertain
1
Bio/Vote History
It really depends on the disclosure mandate. First, lobbying for making mandatory disclosure less effective may undermine it. Second, disclosure of certain emissions can lead to shifts where firms create externalities on non-disclosed aspects. Scope for gaming the system is ample
Seru
Amit Seru
Stanford GSB
Uncertain
5
Bio/Vote History
Depends on disclosure design (Also it is unclear what metrics different investors want).
Stambaugh
Robert Stambaugh
UPenn Wharton
Agree
8
Bio/Vote History
Starks
Laura Starks
UT Austin McCombs
Agree
8
Bio/Vote History
While disclosure provides information to individuals for their non-pecuniary preferences, the question remains as to how to weigh this benefit against the costs. With no cost to disclose, such information would help individuals make investment choices aligned with their values.
Stein
Jeremy Stein
Harvard
Agree
7
Bio/Vote History
Stroebel
Johannes Stroebel
NYU Stern
Agree
7
Bio/Vote History
Almost true by definition. Many ESG principles involve precisely adjust portfolios to account for these pieces of information.
Stulz
René Stulz
OSU Fisher School
Uncertain
2
Bio/Vote History
It could, but not necessarily would.
Sufi
Amir Sufi
Chicago Booth
Agree
1
Bio/Vote History
Same link as before:
-see background information here
Titman
Sheridan Titman
UT Austin McCombs
Agree
1
Bio/Vote History
Van Nieuwerburgh
Stijn Van Nieuwerburgh
Columbia Business School
Strongly Agree
8
Bio/Vote History
More comprehensive, standardized and audited reporting on a range of E, S, and G metrics would make it much easier for ESG investors to build portfolios
Werner
Ingrid M. Werner
OSU Fisher School
Strongly Agree
8
Bio/Vote History
Whited
Toni Whited
UMich Ross School
Strongly Agree
7
Bio/Vote History

Question C Participant Responses

Participant University Vote Confidence Bio/Vote History
Campbell
John Campbell
Harvard
Agree
5
Bio/Vote History
On balance I agree, but this depends on the tug-of-war between investors with green preferences and those with countervailing political opinions.
Cochrane
John Cochrane
Hoover Institution Stanford
Strongly Disagree
8
Bio/Vote History
It will induce them to do policies demanded by regulators. So far, many of these have negligible or negative impacts on actually fixing the climate.
Cornelli
Francesca Cornelli
Northwestern Kellogg
Uncertain
7
Bio/Vote History
We know from the theory that if the mandate requires to disclose only a subset of potential measures of ESG companies may reassess their strategy without really improving in terms of ESG. But in principle it is possible to have a mandate that induce companies to reduce impact
Diamond
Douglas Diamond
Chicago Booth
Uncertain
5
Bio/Vote History
I do not know how the cost of capital will respond to disclosures.
Duffie
Darrell Duffie
Stanford
Agree
6
Bio/Vote History
The direct impact on a firm's cost of capital is probably small, but there is also a repetitional cost to disclosing significant negative effects on the climate.
Eberly
Janice Eberly
Northwestern Kellogg
Uncertain
6
Bio/Vote History
A disclosure needs to be consistent and relevant to be meaningful. This also does not guarantee that a disclosure alone will induce a meaningful response from all firms. The investor and broader response is an added factor, also heterogeneous across industries and firms.
French
Kenneth R. French
Tuck Dartmouth
Uncertain
4
Bio/Vote History
Gabaix
Xavier Gabaix
Harvard
Disagree
4
Bio/Vote History
I don't think that we know that the impact would be substantial.
Goldstein
Itay Goldstein
UPenn Wharton
Agree
9
Bio/Vote History
Graham
John Graham
Duke Fuqua
Disagree
8
Bio/Vote History
I think it would lead some companies to reduce their impact -- but not "substantially"
Hansen
Lars Hansen
UChicago
Uncertain
9
Bio/Vote History
It would depend on the specifics of the stated mandate and the policies that might be put in place related to the mandate. Mandates should be used to provide data needed for prudent policy implementation.
Harvey
Campbell R. Harvey
Duke Fuqua
Uncertain
7
Bio/Vote History
There might be a reduction because companies manage these ratings. However, it is uncertain whether the reduction would be "substantial".
Hirshleifer
David Hirshleifer
USC
Disagree
5
Bio/Vote History
Hong
Harrison Hong
Columbia
Uncertain
9
Bio/Vote History
Whether or not firms reduce emissions depends on their underlying strategy.
Jiang
Wei Jiang
Emory Goizueta
Uncertain
5
Bio/Vote History
Kaplan
Steven Kaplan
Chicago Booth
Agree
6
Bio/Vote History
Because it is measured and public, some firms will try to reduce it. Again, very complicated what that does to stock returns.
Kashyap
Anil Kashyap
Chicago Booth
Uncertain
3
Bio/Vote History
See the answer to the earlier question. Look at exhibit 2.1 in this G30 report by Carney and Yellen to see how far the US has to go.
-see background information here
Koijen
Ralph Koijen
Chicago Booth
Uncertain
2
Bio/Vote History
Kuhnen
Camelia Kuhnen
UNC Kenan-Flagler
Agree
4
Bio/Vote History
The mandate will bring these issues into focus for firms, and they will slowly attempt to change their operations to do better in this regard. It will be a slow process, but the direction will be good.
Lo
Andrew Lo
MIT Sloan
Uncertain
5
Bio/Vote History
Disclosure, when combined with moral suasion, can be a powerful motivation for companies to reduce their climate impact, but it's not clear how certain companies are able to do so and "green washing" can quickly become an even greater concern.
Lowry
Michelle Lowry
Drexel LeBow
Uncertain
7
Bio/Vote History
Ludvigson
Sydney Ludvigson
NYU
No Opinion
Bio/Vote History
Maggiori
Matteo Maggiori
Stanford GSB
Uncertain
6
Bio/Vote History
Unclear what the outcome would be. I also note that the previous questions only focused on whether a mandate would produce relevant information. They did not ask about the cost of the mandate and tradeoffs.
Matvos
Gregor Matvos
Northwestern Kellogg
Uncertain
3
Bio/Vote History
Well-designed disclosures could reduce companies’ climate impact, but the magnitude is difficult to predict. Badly designed disclosures could worsen climate impact if companies focus on reaching objectives from disclosures at the expense of non-disclosure climate issues.
Moskowitz
Tobias Moskowitz
Yale School of Management
Uncertain
1
Bio/Vote History
This is highly uncertain and could go either way. Disclosure can induce a company to be more climate conscious or it can make them less so because they feel disclosure is "good enough." I don't think we know what the impact of such disclosure might be in equilibrium.
Nagel
Stefan Nagel
Chicago Booth
Uncertain
5
Bio/Vote History
Parker
Jonathan Parker
MIT Sloan
Agree
5
Bio/Vote History
Parlour
Christine Parlour
Berkeley Haas
Disagree
7
Bio/Vote History
Philippon
Thomas Philippon
NYU Stern
Agree
6
Bio/Vote History
Firms with growing carbon footprint - or with below industry average performance - would suffer reputation losses. This provides good incentives as long as indicators are chosen properly.
Puri
Manju Puri
Duke Fuqua
Agree
4
Bio/Vote History
Roberts
Michael R. Roberts
UPenn Wharton
Uncertain
8
Bio/Vote History
Unclear how strong an incentive a mandate would provide.
Sapienza
Paola Sapienza
Northwestern Kellogg
Uncertain
1
Bio/Vote History
It depends on the mandate. Lobbying and gaming of the system make a generic answer impossible. In principle, yes. In practice, difficult to achieve.
Seru
Amit Seru
Stanford GSB
Uncertain
5
Bio/Vote History
Depends on the disclosure design (e.g., might end up “whack-a-mole” within the firm).
Stambaugh
Robert Stambaugh
UPenn Wharton
Disagree
6
Bio/Vote History
Starks
Laura Starks
UT Austin McCombs
Uncertain
6
Bio/Vote History
Evidence exists that suggests climate-related disclosures affect firms’ emission choices. Whether the mandates result in substantial reductions to corporate climate impact is not as clear.
Stein
Jeremy Stein
Harvard
Uncertain
5
Bio/Vote History
Stroebel
Johannes Stroebel
NYU Stern
Uncertain
7
Bio/Vote History
Stulz
René Stulz
OSU Fisher School
Disagree
8
Bio/Vote History
Sufi
Amir Sufi
Chicago Booth
Agree
5
Bio/Vote History
Same link as before:
-see background information here
Titman
Sheridan Titman
UT Austin McCombs
Agree
1
Bio/Vote History
Van Nieuwerburgh
Stijn Van Nieuwerburgh
Columbia Business School
Agree
7
Bio/Vote History
If it becomes better measured it becomes a KPI that management compensation can be tied to. Once those incentives are in place firms will need and want to show improvement.
Werner
Ingrid M. Werner
OSU Fisher School
Uncertain
8
Bio/Vote History
Whited
Toni Whited
UMich Ross School
Uncertain
3
Bio/Vote History