Publications

SSRN

July 2023
Article

Takahashi-Alexander Revisited: Modeling Private Equity Portfolio Outcomes Using Historical Simulations

By: Dawson Beutler, Alex Billias, Sam Holt, Josh Lerner and TzuHwan Seet

In 2001, Dean Takahashi and Seth Alexander of the Yale University Investments Office developed a deterministic model for estimating future cash flows and valuations for the Yale endowment’s private equity portfolio. Their model, which is simple and intuitive, is still... View Details

Keywords: Forecasting and Prediction; Investment Portfolio; Analytics and Data Science

30 Jan 2007
First Look

First Look: January 30, 2007

to evaluate the link between dismissal costs and productivity. Drawing on establishment-level data from the Annual Survey of Manufacturers and the Longitudinal Business Database, our estimates suggest that wrongful-discharge protections... View Details

Keywords: Martha Lagace

April 2025
Article

Corporate Ownership and ESG Performance

By: Belén Villalonga, Peter Tufano and Boya Wang

Using a sample of 3083 firms from 62 countries over 18 years, we analyze how the structure and identity of firms' material owners influence their Environmental, Social, and Governance (ESG) performance. We find that firms with founding families or other individual... View Details

Keywords: ESG; CSR; Family Firms; Social Responsibility; Environment; Sustainability; Ownership; Corporate Social Responsibility and Impact; Corporate Governance; Environmental Sustainability

September 2011 (Revised February 2013)
Case

Trucost: Valuing Corporate Environmental Impacts

By: Michael W. Toffel and Stephanie van Sice

Trucost provided corporate environmental performance data and analysis to institutional investors and corporate managers, but after operating for a decade had yet to achieve profitability. Trucost was struggling to effectively differentiate its high quality products... View Details

Keywords: Competitive Strategy; Knowledge Use and Leverage; Distribution Channels; Investment; Measurement and Metrics; Corporate Social Responsibility and Impact; Information; Value; Environmental Sustainability; Financial Services Industry

Educators

Research Summary

Wearing a Red Hat ¨C The Impact of Activist Industrial Policy on Software Development in China

The idea that the government should steer economic development by strategically hand-picking and managing certain industries is controversial but appeals to many developing countries that are eager to upgrade their industries. In this paper, I study China's recent... View Details

Article

Households' Willingness to Pay for 'Green' Goods: Evidence from Patagonia's Introduction of Organic Cotton Sportswear

By: Ramon Casadesus-Masanell, Michael Crooke, Forest L. Reinhardt and Vishal Vasishth

To shed light on individuals' willingness to pay for "green" goods (i.e., goods that are supposed to have lower adverse environmental impacts either in production or in use), we study data from the introduction by Patagonia, Inc., of organic cotton sportswear in the... View Details

Keywords: Spending; Consumer Behavior; Environmental Sustainability; Consumer Products Industry

Find at Harvard

March 2022
Case

GrowSari (A): Design for the Last Mile Customer

By: Brian Trelstad, Cam Carag and Michi Ferreol

Reymund (ER) Rollan and Shivapratim (Shiv) Choudhury, founders of the digital technology platform GrowSari, were at a crossroads. The feedback from their initial product roll-out were not what they had expected, and they needed to decide how to proceed. The pair,... View Details

Keywords: Fast Moving Consumer Goods; Product Launch; Information Technology; Analytics and Data Science; Digital Platforms; Retail Industry; Consumer Products Industry; Technology Industry; Philippines

Educators

September 2020 (Revised February 2024)
Teaching Note

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli

Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details

Keywords: Targeted Advertising; Targeting; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

20 Apr 2010
First Look

First Look: April 20

Nonverbal Displays Affect Neuroendocrine Levels and Risk Tolerance Authors: Dana R. Carney, Amy J.C. Cuddy, and Andy J. Yap Publication: Psychological Science (forthcoming) Abstract Humans and other animals express power through open,... View Details

Keywords: Martha Lagace

Web

About - Business & Environment

maintenance, and data management. At HBS, Elise has experience managing MBA courses, coordinating faculty & doctoral recruiting, and overseeing events. Prior to working at HBS, she taught elementary school in underserved communities in... View Details

26 May 2015
First Look

First Look: May 26

strategic priorities. This article explains core links between selling initiatives and basic drivers of enterprise value, and it provides suggestions about how best to communicate strategy to busy people in the field. May 2015 Management View Details

Keywords: Sean Silverthorne

22 Apr 2024
Research & Ideas

When Does Impact Investing Make the Biggest Impact?

impact investing companies with data from Revelio Labs, for an 83 percent match rate, to study what effect the investments had on target companies. Additional value to traditional investing? The key finding: Impact investment funds mostly... View Details

Keywords: by Rachel Layne

2017
Working Paper

The Use and Misuse of Patent Data: Issues for Corporate Finance and Beyond

By: Josh Lerner

Patents and citations are powerful tools for understanding innovative activity inside the firm and are increasingly used in corporate finance research. But due to the complexities of patent data collection and the changing spatial and industry composition of innovative... View Details

Keywords: Patents; Analytics and Data Science; Corporate Finance; Research; Problems and Challenges

Web

Founders & Investors - Entrepreneurship

Advent International MBA 1954 Dina Burkitbayeva Beauty on Demand MBA 2015 Frank J. Caufield Kleiner, Perkins, Caulfield & Byers MBA 1968 Ian Chan Abpro MBA 2001 Charles Clareman Tiggly MBA 2013 Scott D. Cook Intuit MBA 1976 Michelle Crames View Details

18 Jul 2017
First Look

First Look at New Research and Ideas, July 18, 2017

the network of relationships between brokers and institutional investors shapes the information diffusion in the stock market. We exploit trade-level data to show that central brokers gather information by executing informed trades, which... View Details

Keywords: Sean Silverthorne

11 Sep 2006
Research & Ideas

Negotiating When the Rules Suddenly Change

analyze data as it comes in so that you can confirm or reorient your strategy, if necessary. That way, you can align your tactical decisions with your larger objectives. The more efficiently you manage this process, the more up to date... View Details

Keywords: by Michael Wheeler; Sports

2001
Working Paper

The Malleability of Environmentalism

By: Kimberly A. Wade-Benzoni, Min Li, Leigh L. Thompson and M. Bazerman

In this paper, we predict and find that self-perceptions of environmentalism are changed by subtle manipulations of context and, in turn, affect environmental behavior. In Study 1, we found that people exhibit greater positive assessments of their environmental... View Details

Keywords: Perspective; Behavior; Identity; Environmental Sustainability

2010
Working Paper

The Empire Struck Back: The Mexican Oil Expropriation of 1938 Reconsidered

By: Noel Maurer

The Mexican expropriation of 1938 was the first large-scale non-Communist expropriation of foreign-owned natural resource assets. The literature generally makes three assertions: the U.S. government did not fully back the companies, Mexico did not fully compensate them... View Details

Keywords: Non-Renewable Energy; Governance Controls; Business History; Ownership; Business and Government Relations; Natural Environment; Energy Industry; Mexico; United States

March 2022
Supplement

GrowSari (B)

By: Brian Trelstad, Cam Carag and Michi Ferreol

Case supplement for HBS Case No. 322-036. Reymund (ER) Rollan and Shivapratim (Shiv) Choudhury, founders of the digital technology platform GrowSari, were at a crossroads. The feedback from their initial product roll-out were not what they had expected, and they needed... View Details

Keywords: Fast Moving Consumer Goods; Product Launch; Information Technology; Analytics and Data Science; Digital Platforms; Retail Industry; Consumer Products Industry; Technology Industry; Philippines