Publications

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

Article

The Critical Role of Second-order Normative Beliefs in Predicting Energy Conservation

By: Jon M. Jachimowicz, Oliver P. Hauser, Julia D. O'Brien, Erin Sherman and Adam D. Galinsky

Sustaining large-scale public goods requires individuals to make environmentally friendly decisions today to benefit future generations. Recent research suggests that second-order normative beliefs are more powerful predictors of behaviour than first-order personal... View Details

Keywords: Climate Change; Energy; Environmental Sustainability; Household; Behavior; Values and Beliefs; Forecasting and Prediction

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March 2024
Teaching Note

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Peter S. Fader, Bruce Hardie and Michael Ross

Teaching Note for HBS Case No. 524-046. This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in... View Details

Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States

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

08 Feb 2017
HBS Seminar

Andrew Mao, Microsoft Research

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

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October 1993 (Revised September 1994)
Background Note

Accounting for Productivity Growth

By: Forest L. Reinhardt

Introduces students to the arithmetic of the accounting for national productivity growth. It defines labor productivity, capital productivity, and total factor productivity, describes the relationships among them, and discusses the phenomena that cause them to change... View Details

Keywords: Performance Productivity; Macroeconomics; Analytics and Data Science; Government and Politics; Mathematical Methods; United States; Singapore

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

June 2021
Technical Note

Introduction to Linear Regression

By: Michael Parzen and Paul Hamilton

This technical note introduces (from an applied point of view) the theory and application of simple and multiple linear regression. The motivation for the model is introduced, as well as how to interpret the summary output with regard to prediction and statistical... View Details

Keywords: Linear Regression; Regression; Analysis; Forecasting and Prediction; Risk and Uncertainty; Theory; Compensation and Benefits; Mathematical Methods; Analytics and Data Science

Web

Strategy - Faculty & Research

"Aramco: Navigating the Energy Transition." Harvard Business School Teaching Note 725-442, April 2025. ZEISS: Commercializing Science By: Maria P. Roche April 2025 | Teaching Note | Faculty Research Teaching Note for HBS Case No. 725-359.... View Details

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

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

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

January–February 2025
Article

Want Your Company to Get Better at Experimentation?: Learn Fast by Democratizing Testing

By: Iavor Bojinov, David Holtz, Ramesh Johari, Sven Schmit and Martin Tingley

For years, online experimentation has fueled the innovations of leading tech companies, enabling them to rapidly test and refine new ideas, optimize product features, personalize user experiences, and maintain a competitive edge. The widespread availability and lower... View Details

Keywords: Technological Innovation; AI and Machine Learning; Analytics and Data Science; Product Development; Competitive Advantage

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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

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

Web

HBS - The year in Review

Sustainability Metrics Commencements May 25–26, 2022 marked the first in-person Class Day and Commencement in two years, with 770 students receiving their MBA degrees in the Class of 2022. The day also marked the first graduation of the MS/MBA Biotechnology: Life View Details

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