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- All HBS Web (55)
- Faculty Publications (25)
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- All HBS Web (55)
- Faculty Publications (25)
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- September 2022
- Article
Experimentation and Start-up Performance: Evidence from A/B Testing
By: Rembrand Koning, Sharique Hasan and Aaron Chatterji
Recent scholarship has argued that experimentation should be the organizing principle for entrepreneurial strategy. Experimentation leads to organizational learning, which drives improvements in firm performance. We investigate this proposition by exploiting the... View Details
Keywords: Experimentation; A/B Testing; Data-driven Decision-making; Organizational Learning; Entrepreneurship; Strategy; Business Startups; Learning; Performance; Decision Making
Koning, Rembrand, Sharique Hasan, and Aaron Chatterji. "Experimentation and Start-up Performance: Evidence from A/B Testing." Management Science 68, no. 9 (September 2022): 6434–6453.
- September 2010
- Article
How Firms Respond to Being Rated
By: Aaron K. Chatterji and Michael W. Toffel
While many rating systems seek to help buyers overcome information asymmetries when making purchasing decisions, we investigate how these ratings also influence the companies being rated. We hypothesize that ratings are particularly likely to spur responses from firms... View Details
Keywords: System; Information; Decisions; Cost; Opportunities; Performance; Business and Stakeholder Relations; Economics; Theory; System Shocks; Rank and Position
Chatterji, Aaron K., and Michael W. Toffel. "How Firms Respond to Being Rated." Strategic Management Journal 31, no. 9 (September 2010): 917–945. (Lead article.)
- Article
The Right and Wrong Way to Do ‘CEO Activism’
By: Aaron K Chatterji and Michael W. Toffel
CEO activism—where leaders take public stands on controversial social and political issues that aren’t related to their company’s bottom line—has become increasingly common. CEO activism has attracted favorable media attention, but has also resulted in backlash and... View Details
Chatterji, Aaron K., and Michael W. Toffel. "The Right and Wrong Way to Do ‘CEO Activism’." Wall Street Journal (February 22, 2019).
- July 2025
- Article
No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries
By: Matt Grennan, Kyle R. Myers, Ashley Swanson and Aaron Chatterji
We study how firms target and influence expert intermediaries. In our context, pharmaceutical manufacturers provide payments to physicians during promotional interactions. We develop an identification strategy based on plausibly exogenous variation in payments driven... View Details
Keywords: Duopoly and Oligopoly; Marketing Channels; Power and Influence; Policy; Outcome or Result; Pharmaceutical Industry
Grennan, Matt, Kyle R. Myers, Ashley Swanson, and Aaron Chatterji. "No Free Lunch? Welfare Analysis of Firms Selling Through Expert Intermediaries." Review of Economic Studies 92, no. 4 (July 2025): 2537–2577.
- June 18, 2020
- Article
What CEOs Still Haven't Said about Race and Policing
By: Aaron K. Chatterji and Michael W. Toffel
While many CEOs have spoken out to share their thoughts on race and police misconduct in America, they have yet to advocate for policy solutions for police reform, focusing instead on their own corporate and personal values. But lasting change must also involve ... View Details
Keywords: Activism; CEO; Political Issues; Political Leadership; Racial Tensions; Racism; Leadership; Race; Communication; Government and Politics; Law; Organizational Culture; United States
Chatterji, Aaron K., and Michael W. Toffel. "What CEOs Still Haven't Said about Race and Policing." Harvard Business Review (website) (June 18, 2020).
- April 2017 (Revised April 2017)
- Teaching Note
CEO Activism (A) and (B)
By: Michael W. Toffel and Aaron K. Chatterji
Teaching Note for HBS Nos. 617-001 and 617-048. View Details
- September 20, 2024
- Article
It’s Time to Unbundle ESG
By: Aaron K. Chatterji and Michael W. Toffel
ESG is at an inflection point. It has come to represent a broad and inchoate aspiration for what business should be doing beyond maximizing shareholder value. With ESG advocates on the defensive, business leaders need a new roadmap to determine which factors to... View Details
Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; ESG Reporting; ESG Disclosure; Sustainability; Climate; Climate Finance; Climate Risk; Social Accounting; Investment; Governance; Safety; Climate Change; Environmental Sustainability; Corporate Social Responsibility and Impact; Financial Services Industry
Chatterji, Aaron K., and Michael W. Toffel. "It’s Time to Unbundle ESG." Harvard Business Review (website) (September 20, 2024).
- January–February 2018
- Article
The New CEO Activists
By: Aaron K Chatterji and Michael W. Toffel
Though corporations have been lobbying the government and making campaign donations for a long time now, in recent years a dramatic new trend has emerged in U.S. politics: CEOs are taking very public stands on thorny political issues that have nothing to do with their... View Details
Keywords: Government Policy; Rights; Leadership & Corporate Accountability; Sustainability; Leadership; Corporate Accountability; Policy; Social Issues; Communication Intention and Meaning; United States
Chatterji, Aaron K., and Michael W. Toffel. "The New CEO Activists." Harvard Business Review 96, no. 1 (January–February 2018): 78–89. (Winner of the 2019 HBR Warren Bennis Prize as best 2018 HBR article on leadership. Featured in the HBR Ideacast podcast and an HBR Webinar.)
- 07 Jul 2009
- First Look
First Look: July 7
Firms Respond to Being Rated Authors:Aaron K. Chatterji and Michael W. Toffel Publication:Strategic Management Journal (forthcoming) Abstract While many rating systems seek to help buyers overcome... View Details
Keywords: Martha Lagace
- 28 May 2008
- First Look
First Look: May 28, 2008
the paper: http://www.hbs.edu/research/pdf/08-096.pdf Shamed and Able: How Firms Respond to Being Rated (Revised May 2008) Authors:Aaron K. Chatterji and Michael W. Toffel Abstract We examine how firms... View Details
Keywords: Martha Lagace
- October 22, 2012
- Article
What Green Rankings Don't Tell You
By: Aaron K. Chatterji and Michael W. Toffel
Chatterji, Aaron K., and Michael W. Toffel. "What Green Rankings Don't Tell You." Daily Beast (October 22, 2012).
- 22 Jun 2010
- First Look
First Look: June 22
advertising market—one that suffers quite a different set of problems. Display advertising systems place ads-typically, rectangular "banners"—on the majority of popular web sites. Though display ads are widespread, they are also troubled—ignored View Details
Keywords: Martha Lagace
- March 27, 2018
- Other Article
Why CEOs Are Taking a Stand
By: Aaron K. Chatterji and Michael W. Toffel
In this podcast, we discuss the emerging phenomenon of CEO activism. We explain how political polarization in the U.S. and employee expectations around company values are pushing corporate leaders to enter into controversial political and social debates. We also hear... View Details
Chatterji, Aaron K., and Michael W. Toffel. "Why CEOs Are Taking a Stand." HBR IdeaCast (March 27, 2018). (Podcast.)
- August 2022
- Article
The Bulletproof Glass Effect: Unintended Consequences of Privacy Notices
By: Aaron R. Brough, David A. Norton, Shannon L. Sciarappa and Leslie K. John
Drawing from a content analysis of publicly traded companies’ privacy notices, a survey of managers, a field study, and five online experiments, this research investigates how consumers respond to privacy notices. A privacy notice, by placing legally enforceable limits... View Details
Keywords: Choice; Purchase Intent; Privacy; Privacy Notices; Warnings; Assurances; Information Disclosure; Trust; Consumer Behavior; Spending; Decisions; Information; Communication
Brough, Aaron R., David A. Norton, Shannon L. Sciarappa, and Leslie K. John. "The Bulletproof Glass Effect: Unintended Consequences of Privacy Notices." Journal of Marketing Research (JMR) 59, no. 4 (August 2022): 739–754.
- 21 Apr 2009
- First Look
First Look: April 21, 2009
Working PapersHow Firms Respond to Being Rated (revised) Authors:Aaron K. Chatterji and Michael W. Toffel Abstract While many rating systems seek to help buyers overcome information asymmetries when making... View Details
Keywords: Martha Lagace
- March 2017 (Revised October 2017)
- Supplement
CEO Activism (B)
By: Michael W. Toffel, Aaron K. Chatterji and Julia Kelley
Supplements the (A) case. View Details
Toffel, Michael W., Aaron K. Chatterji, and Julia Kelley. "CEO Activism (B)." Harvard Business School Supplement 617-048, March 2017. (Revised October 2017.)
- 24 Jan 2012
- First Look
First Look: Jan. 24
losses and a heightened focus on gains when policies are evaluated in bundled form. Book: http://www.hbs.edu/research/pdf/09-147.pdf Structuring Consulting Firms Authors:Tim Morris, Heidi K. Gardner, and N. Anand Publication:In The Oxford... View Details
Keywords: Sean Silverthorne