Publications

March 2024
Supplement

Madrigal: Conducting a Customer-Base Audit

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

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 understanding the customer base, prompting an... View Details

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

March 2016
Case

Residency Select or J3Personica?

By: William Kerr and Kathryn S. Roloff

Residency Select, LLC provides psychometric assessments for matching medical students to residency programs. After a series of successful pilots, founder Alan Friedman is considering whether to continue developing his offerings in this area, or whether to expand into... View Details

Keywords: Marketplace Matching; Expansion; Higher Education; Entrepreneurship; Health Care and Treatment; Growth and Development Strategy; Service Industry

Article

Did Bank Distress Stifle Innovation During the Great Depression?

By: Ramana Nanda and Tom Nicholas

We find a negative relationship between bank distress and the level, quality, and trajectory of firm-level innovation during the Great Depression, particularly for R&D firms operating in capital intensive industries. However, we also show that because a sufficient... View Details

Keywords: Great Depression; R＆D; Bank Distress; Patents; Research and Development; Financial Crisis; Banks and Banking; Innovation and Invention; Banking Industry; United States

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December 2022 (Revised January 2023)
Case

Cann: High Hopes for Cannabis Infused Beverages

By: Ayelet Israeli and Anne V. Wilson

Founded in 2018 by Jake Bullock and Luke Anderson, Cann sold “social tonics,” or cannabis-infused beverages. By 2022, the company had several notable celebrity investors and talent partners, had sold over 10 million beverages to consumers, was distributing in six... View Details

Article

From Orientation to Behavior: The Interplay Between Learning Orientation, Open-mindedness, and Psychological Safety in Team Learning

By: Jean-François Harvey, Kevin J. Johnson, Kathryn S. Roloff and Amy C. Edmondson

Do teams with motivation to learn actually engage in the behaviors that produce learning? Though team learning orientation has been found to be positively related to team learning, we know little about how and when it actually fosters team learning. It is obviously not... View Details

Keywords: Emergent States; Goal Orientation; Open-mindedness; Psychological Safety; Team Learning; Teams; Groups and Teams; Learning; Goals and Objectives

January 2020
Article

Using Time-Driven Activity-Based Costing to Demonstrate Value in Perioperative Care: Recommendations and Review from the Society for Perioperative Assessment and Quality Improvement

By: O. Allin, R. D. Urman, A. F. Edwards, J. D. Blitz, K. J. Pfeifer, T. W. Feeley and A. M. Bader

A shift in health care payment models from volume toward value-based incentives will require deliberate input into systems development from both perioperative clinicians and administrators to ensure appropriate recognition of the value of all services... View Details

Keywords: Value-based Health Care; Outcomes; Time-Driven Activity-Based Costing; Health Care and Treatment; Cost Management; Value; Activity Based Costing and Management

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2017
Book

Global Marketing Management: A Casebook

By: John A. Quelch

During the last quarter century, international business was shaken by a revolution in global competition unlike any previously experienced. As companies move through the twenty-first century, they need to be aware of the range of powerful, dynamic, and often... View Details

Keywords: Marketing; Management; Globalization; Competitive Strategy

Shaking the Globe: Courageous Decision-Making in a Changing World

We live in a highly interdependent world where 95 percent of the world's consumers live outside the U.S. Two-thirds of the world's purchasing power is also outside the U.S. Shaking the Globe guides everyone on how to absorb the... View Details

Entrepreneurs, Managers, and Leaders

Entrepreneurs, Managers and Leaders examines the role that business leaders play in shaping industries and how evolving industries shape leaders. This co-evolutionary process of leadership and industry development is told through the dynamic story of the... View Details

October 2000 (Revised March 2001)
Case

eLance.com: Building a Professional Services Marketplace

By: Lynda M. Applegate and Kristin Kohler

Launched as an eBay for services, eLance promises to leverage the capabilities of the Internet to not only change the way services are bought and sold, but change the fundamental dynamics of the global economy. Building on theories posited in the HBR article by Tim... View Details

Keywords: Entrepreneurship; Technological Innovation; Job Search; Business or Company Management; Growth and Development Strategy; Business Strategy; Competitive Strategy; Web Sites; Information Technology Industry; Service Industry

05 May 2009
First Look

First Look: May 5, 2009

the response of U.S. multinational firms to the formation of the ASEAN free trade agreement. Observed patterns guide the development of a model in which heterogeneous firms from a source country decide how to serve two foreign markets.... View Details

Keywords: Martha Lagace

New Venture Competition | Social Enterprise | Harvard Business School

Competition 31 Student teams participating in 2024 Social Enterprise Track $75 k. Grand Prize 841 Social Enterprise Track teams since 2001 Resources & Benefits Workshops A series of workshops and office hours, covering topics such as how to View Details

Batten Hall | About

milestones, educational TV’s first star, chef Julia Child, launched her career. The upper two levels of Batten Hall include 10 curved, modular learning classrooms known as “hives,” developed for small-group exercises and team-based... View Details

February 1992 (Revised September 2019)
Case

The House of Tata

By: James E. Austin and Ashish Nanda

The case traces the evolution of the Tata group, one of the largest and highly respected Indian business houses, from its 19th century founding and early growth in diverse industries, to its response to changes in government regulation in independent India, up to its... View Details

Keywords: Indian Economy; International Business; Government And Business; Government Regulation; Synergy; Conglomerates; Business Conglomerates; Developing Countries and Economies; Business and Government Relations; Business History; Steel Industry; Electronics Industry; Chemical Industry; Insurance Industry; Air Transportation Industry; India

2023
Book

Your True Moral Compass: Defining Reality, Responsibility, and Practicality in Your Leadership Moments

By: Joseph L. Badaracco

This book presents a new, powerful, and practical way of making final decisions on the hard, complex, uncertain problems of life and work. What if you have looked at the data, talked with trusted colleagues, and applied all the relevant managerial and ethical... View Details

Keywords: Moral Sensibility; Decisions; Work-Life Balance; Values and Beliefs

Teaching Interest

Overview

Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research... View Details

Keywords: A/B Testing; AI; AI Algorithms; AI Creativity; Algorithm; Algorithm Bias; Algorithmic Bias; Algorithmic Fairness; Algorithms; Analytics; Application Program Interface; Artificial Intelligence; Causality; Causal Inference; Computing; Computers; Data Analysis; Data Analytics; Data Architecture; Data As A Service; Data Centers; Data Governance; Data Labeling; Data Management; Data Manipulation; Data Mining; Data Ownership; Data Privacy; Data Protection; Data Science; Data Science And Analytics Management; Data Scientists; Data Security; Data Sharing; Data Strategy; Data Visualization; Database; Data-driven Decision-making; Data-driven Management; Data-driven Operations; Datathon; Economics Of AI; Economics Of Innovation; Economics Of Information System; Economics Of Science; Forecast; Forecast Accuracy; Forecasting; Forecasting And Prediction; Information Technology; Machine Learning; Machine Learning Models; Prediction; Prediction Error; Predictive Analytics; Predictive Models; Analysis; AI and Machine Learning; Analytics and Data Science; Applications and Software; Digital Transformation; Information Management; Digital Strategy; Technology Adoption

Research Summary

Pricing and Promotions

Price promotions offered by product manufacturers to channel intermediaries are the subject of much current debate, as well as attempts by packaged goods manufacturers to curb, if not eliminate, their use. Samuel S. Chun's research, which includes the development of... View Details

August 2024 (Revised March 2025)
Case

DBS' AI Journey

By: Feng Zhu, Harold Zhu and Adina Wong

Headquartered in Singapore, DBS Bank, one of Asia's leading financial services groups, embarked on a multi-year digital transformation under CEO Piyush Gupta in 2014. It was then that DBS also began experimenting with AI to drive value for the business and customers.... View Details

Keywords: Corporate Governance; AI and Machine Learning; Digital Transformation; Risk Management; Value Creation; Banking Industry; Financial Services Industry; Asia; Singapore

February 2024
Teaching Note

Data-Driven Denim: Financial Forecasting at Levi Strauss

By: Mark Egan

Teaching Note for HBS Case No. 224-029. Levi Strauss & Co. (“Levi Strauss”) partnered with the IT services company Wipro to incorporate more sophisticated methods, such as machine learning, into their financial forecasting process starting in 2018. The decision to... View Details

Keywords: Forecasting; Regression; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Apparel and Accessories Industry; United States