Publications

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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09 Apr 2007
Research & Ideas

Industry Self-Regulation: What’s Working (and What’s Not)?

issue, managers at buyers and suppliers are faced with hundreds of different supply chain programs—from labeling schemes like Fair Trade and organics, to industry association programs like Responsible Care and Sustainable Slopes, to a variety of programs View Details

Keywords: by Martha Lagace

Web

Shad Hall | About

development initiatives, including the John Shad Professorship of Business Ethics, new required and elective MBA courses, a video archive of exemplary business practices, and an awards program honoring managers, academics, entrepreneurs,... View Details

09 Mar 2003
Research & Ideas

Six Keys to Building New Markets by Unleashing Disruptive Innovation

parallel process for developing and shaping disruptive ideas—one that acknowledges their distinctive features—can companies successfully launch disruption after disruption. Such a process relies more on pattern recognition than on... View Details

Keywords: by Clayton M. Christensen, Michael E. Raynor & Scott D. Anthony

26 Jan 2022
News

Making Peace with Anger

Subscribe on iTunes Subscribe on Spotify More Skydeck episodes Dan Morrell: Willy Walker (MBA 1995) is the chairman and CEO of Walker and Dunlop, a commercial real estate finance firm founded in 1937 by his grandfather and his great uncle. Walker joined the business in... View Details

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

2023
Other Unpublished Work

Visions of Vision Pro

By: Randolph B. Cohen

Daily ups and downs of the market are often driven by changes in interest-rate expectations and investor risk aversion. But over the long run, it's often technological change that is the primary driver of value. A decade ago, Tyler Cowen argued in his book The Great... View Details

Keywords: Technological Innovation; Disruptive Innovation; Product Launch

April–June 2012
Article

Hybrid Organizations: The Next Chapter in Sustainable Business

By: Nardia Haigh and Andrew J. Hoffman

In this article, we describe how hybrid organizations are developing business models that are competitive and create positive social and environmental change. We discuss the distinctive characteristics of the hybrid business model, both conceptually and in practice. We... View Details

Keywords: Business Model; Mission and Purpose; Environmental Management; Social Enterprise

October 2023 (Revised June 2024)
Case

Catalent: Catalyzing the Next Era of Growth

By: Satish Tadikonda, William Marks and Kevin Emancipator

Catalent's newly appointed CEO, Alessandro Maselli, experienced the highs of the pharmaceutical contract development manufacturing (CDMO) space during COVID-19 while helping Moderna and others bring vaccines to market quickly and safely. After rushing to add capacity... View Details

Keywords: Leadership; Business or Company Management; Organizational Change and Adaptation; Pharmaceutical Industry

June 2023
Teaching Note

Agricultural Revolution without a Land Revolution: The Megafarms of CP Group

By: William C. Kirby and Noah B. Truwit

Teaching Note for HBS Case No. 316-150. The case introduces students to an innovative new agricultural venture on the outskirts of Beijing. It can be used as a platform to discuss broader issues of agricultural policy reform and regional disparities in social and... View Details

Keywords: Agribusiness; Policy; Economic Growth; Agriculture and Agribusiness Industry; Thailand

July 2019
Article

Which of These Things Are Not Like the Others? Comparing the Rational, Emotional, and Moral Aspects of Reputation, Status, Celebrity, and Stigma

By: Timothy G. Pollock, Kisha Lashley, Violina P. Rindova and Jung-Hoon Han

In this review of the literature on reputation, status, celebrity, and stigma we develop an overarching theoretical framework based on the rational, emotional, and moral aspects of each construct’s unique sociocognitive content and the mechanisms through which it... View Details

Keywords: Celebrity; Stigma; Reputation; Status and Position; Emotions; Moral Sensibility

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May 2022
Supplement

Thinking Outside the Wine Box (B): Mekanism and the Franz for Life Campaign

By: Tomomichi Amano, Elie Ofek, Mengjie Cheng and Amy Klopfenstein

This case reveals the events that took place after the conclusion of the case “Thinking Outside the Wine Box (A): Mekanism and the Franz for Life Campaign.” After reviewing Mekanism’s pitches for the Franz for Life 2.0 campaign, TWG executives felt that the proposed... View Details

Keywords: Marketing; Brands and Branding; Marketing Strategy; Digital Marketing; Social Marketing; Marketing Communications; Product Positioning; Advertising; Communication Strategy; Advertising Campaigns; Social Media; Food and Beverage Industry; Advertising Industry; United States

June, 2021
Article

Learning from Deregulation: The Asymmetric Impact of Lockdown and Reopening on Risky Behavior During COVID-19

By: Edward L. Glaeser, Ginger Zhe Jin, Benjamin T. Leyden and Michael Luca

During the COVID-19 pandemic, states issued and then rescinded stay-at-home orders that restricted mobility. We develop a model of learning by deregulation, which predicts that lifting stay-at-home orders can signal that going out has become safer. Using restaurant... View Details

Keywords: COVID-19; Lockdown; Reopening; Impact; Coronavirus; Public Health Measures; Mobility; Health Pandemics; Governing Rules, Regulations, and Reforms; Consumer Behavior

June 2021 (Revised December 2021)
Case

The Lunar Gateway, Moon vs. Mars, and the Political Governance of Space Activities

By: Matthew C. Weinzierl and Mehak Sarang

In 2017, the Trump Administration made a bold claim—that they would return the next man and the first woman to the lunar surface by 2024, this time to establish a sustainable presence to enable further exploration in the solar system. With the Artemis Program, NASA has... View Details

Keywords: Space; Space Economy; Aerospace; Nasa; Governance; Policy; International Relations; Infrastructure