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January 2025
Case

Negotiating a Legacy at Sustainable Harvest (A)

By: Jillian Jordan, Julian Zlatev, Alicia Dadlani and Martha Hostetter

The specialty coffee importer Sustainable Harvest was the first certified B Corp in the coffee industry due to its investments in building coffee farmers’ capacity and livelihood. But in 2022, after coffee prices plummeted and the company’s bank declined to extend its... View Details

Keywords: Negotiation; Mergers and Acquisitions; Trust; Ethics; Plant-Based Agribusiness; Volatility; Futures and Commodity Futures; Social Enterprise; Valuation; Business Model; Credit; Corporate Social Responsibility and Impact; Insolvency and Bankruptcy; Food and Beverage Industry; United States; Europe

Fall 2017
Article

Strengthening and Streamlining Bank Capital Regulation

By: Robin Greenwood, Samuel Gregory Hanson, Jeremy C. Stein and Adi Sunderam

We propose three core principles that should inform the design of bank capital regulation. First, wherever possible, multiple constraints on the minimum level of equity capital should be consolidated into a single constraint. This helps to avoid a distortionary... View Details

Keywords: Banks and Banking; Capital; Governing Rules, Regulations, and Reforms; Banking Industry

2014
Teaching Note

Fine Harvest Restaurant Group

By: Clara X. Chen, Kenneth A. Merchant, Tatiana Sandino and Wim Van der Stede

The Fine Harvest Restaurant Group cases A and B examine a company's design of a new system to evaluate the performance (and determine the bonuses) for its restaurant managers. Fine Harvest had traditionally evaluated restaurant managers based on store margins and had... View Details

Keywords: Incentive Systems; Relative Performance Evaluation; Restaurant Industry; Accounting; Economics; Human Resources; Measurement and Metrics; Labor; Performance; Salesforce Management; Retail Industry; North and Central America

Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework

2025
Working Paper

Home Sweet Home: How Much Do Employees Value Remote Work?

By: Zoë B. Cullen, Bobak Pakzad-Hurson and Ricardo Perez-Truglia

We estimate the value employees place on remote work using revealed preferences in a high-stakes, real-world context, focusing on U.S. tech workers. On average, employees are willing to accept a 25% pay cut for partly or fully remote roles. Our estimates are three to... View Details

Keywords: Employees; Compensation and Benefits; Satisfaction; Value; Research

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August 2022
Exercise

Joy4Home Brands: Pricing Matters

By: Elie Ofek, Oded Koenigsberg and Marco Bertini

Joy4Home Brands, the maker of novel houseware items, was gearing up for its launch. The company would be introducing two lines: kitchenware products and storage containers. The initial go-to-market plan called for a direct to consumer (DTC) channel strategy. While... View Details

Keywords: DTC; Pricing Decisions; B2B; Product Marketing; Product Launch; Marketing Strategy; Business Model; Opportunities; Consumer Products Industry

2013
Chapter

Assessing Potential Carbon Revenues from Reduced Forest Cover Loss in Liberia

By: Jessica Donovan, Keith Lawrence, Christopher Neyor, Eduard Niesten and Eric Werker

We conducted an analysis that explores the merits of a low-carbon development strategy for Liberia. This chapter describes both our cost-benefit analysis initiative and a plausible policy process for Liberia. We proposed a simple approach that models the costs and... View Details

Keywords: Carbon Revenue; Liberia; Deforestation; Climate Change; Environmental Sustainability; Liberia

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September 2022 (Revised June 2025)
Case

York Capital CLOs and WorldStrides International

By: Victoria Ivashina and William Vrattos

The case follows the debt restructuring of WorldStrides International, a travel program provider in the education market, after the onset of COVID-19. The pandemic severely impacted the travel industry, creating challenges for many companies like WorldStrides, which... View Details

Keywords: COVID-19 Pandemic; Debt Restructuring; CLO; Compliance; Debt Securities; Financing and Loans; Decision Making; Travel Industry; Education Industry

October 2017 (Revised November 2017)
Case

NYC311

By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick

Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details

August 2010 (Revised January 2013)
Case

Urban Water Partners (A)

By: Karthik Ramanna, George Serafeim and Aldo Sesia

The case explores a new business venture to bring clean water to residents of Dar es Salaam, Tanzania, who otherwise cannot afford it. Management has enough money to get the company through August 2010 but needs more capital thereafter. An HBS alumnus is interested in... View Details

Keywords: Accrual Accounting; Financial Statements; Business Startups; Social Entrepreneurship; Investment; Performance Evaluation; Dar es Salaam; Massachusetts

November 2019
Case

The Genesis Lab at Novartis

By: Amy C. Edmondson, Ranjay Gulati, Patrick J. Healy and Kerry Herman

Novartis' Genesis Labs program, launched in 2016 as part of Novartis Institutes for Biomedical Research (NIBR), hosted pitch competitions where teams of NIBR scientists proposed ideas to explore that aimed to revolutionize drug discovery. The goal was to break down... View Details

Keywords: Drug Discovery; Health Care and Treatment; Research and Development; Innovation and Invention; Programs; Management

May 2020
Article

Scalable Holistic Linear Regression

By: Dimitris Bertsimas and Michael Lingzhi Li

We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting... View Details

Keywords: Mathematical Methods; Analytics and Data Science

July 1994 (Revised August 1994)
Case

Pacific Bell: Centrex Reengineering

Describes the redesign and rollout of the new order-fulfillment process for a flagship product at Pacific Bell. Pacific Bell is one of the Regional Bell Operating Companies comprised of seven regional business units. Rather than implement the new process, roles, and... View Details

Keywords: Organizational Change and Adaptation; Change Management; Information Technology; Order Taking and Fulfillment; Telecommunications Industry

April 1997
Case

Battle of Mannheim, The

By: Hugo Uyterhoeven

Focuses in detail on implementing a corporate restructuring program in ABB's German subsidiary. Special attention is given to Germany's unique form of industrial governance. Two major problem areas--power plants and power transformers--are described in detail, as is a... View Details

Keywords: Corporate Governance; Energy Generation; Salesforce Management; Business or Company Management; Restructuring; Programs; Energy Industry; Germany

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25 Jul 2011
News

Countdown in Washington

2023
Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju

Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details

Keywords: AI and Machine Learning; Copyright; Information

Article

Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development

By: Michael Beer

A normative and actionable theory of planned organizational change and development is proposed based on fifty years of engagement by the author as a scholar-consultant. Five principles are central features of the theory and practice proposed: 1) Organizations are... View Details

Keywords: Consultant; Process; Systems; Silence; Organizational Change and Adaptation; Leadership; Learning; Management Teams

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September 2014
Article

The Interrelationships Between Brand and Channel Choice

By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang

We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details

Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry

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29 Oct 2015
News

Options to Promote Competitive Generics Markets in the United States

January 2008 (Revised May 2008)
Case

Cape Wind: Offshore Wind Energy in the USA

By: Richard Vietor

Cape Wind is an extreme example of NIMBY--not in my backyard syndrome. This is the first offshore wind project planned for the United States, in Nantucket Sound, just south of Cape Cod, Massachusetts. Initially proposed six years ago, in 2001, the wind farm would be... View Details

Keywords: Renewable Energy; Corporate Entrepreneurship; Business Startups; Projects; Government and Politics; Environmental Sustainability; Business and Community Relations; Public Opinion; Power and Influence; Energy Industry; Massachusetts

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