Publications

April 2017
Supplement

Imprimis (B)

By: Ramon Casadesus-Masanell, Karen Elterman and Marc Appel

This case is a supplement to Imprimis (A). It describes the company’s decision to enter into the pharmaceutical compounding business in 2013–2014. Imprimis purchased a compounded ophthalmological medication called Dropless Therapy, which was injected into patients’... View Details

Keywords: Healthcare; Drug Compounding; Drug Development; Pharmaceuticals; Small Business; Decision-making, Business Model; Mark Baum; Imprimis; Decision Making; Strategy; Health Care and Treatment; Policy; Pharmaceutical Industry; United States

June 2001 (Revised June 2001)
Case

Student Who Was Missing-in-Action, The

Assistant Professor Sam Benson was about to end the class session portion of his course with only student projects remaining. Then, he received a phone call from a student, George McHenry, who had missed 11 of 20 sessions. McHenry wanted to know what he needed to do to... View Details

Keywords: Motivation and Incentives; Higher Education; Decision Choices and Conditions; Learning; Education Industry

Research Summary

Overview

Phil's work aims to identify the drivers of performance for healthcare organizations and providers, and the mechanisms by which this performance can change over time. In complex healthcare settings, the optimal choice of treatment can be highly ambiguous. As a... View Details

Keywords: Primary Care; Medical Decision-making; Learning By Doing; Healthcare Organizations; Healthcare Operations; Health Economics

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

09 May 2021
Blog Post

Meet the MoMBAs – Persisting Through a Difficult Year

similarly nuanced effect on Americans. For mothers, particularly student mothers, COVID-19 has brought about a host of new challenges, including childcare, isolation, a million decisions on risk tolerance, and increased burdens. It also... View Details

Article

The Impact of Forward-Looking Metrics on Employee Decision-Making: The Case of Customer Lifetime Value

By: Pablo Casas-Arce, Asis Martinez Jerez and V.G. Narayanan

This paper analyzes the effects of forward-looking metrics on employee decision-making. We use data from a bank that started providing branch managers with the customer lifetime value (CLV)—an estimate of the future value of the customer relationship—of mortgage... View Details

Keywords: Customer Lifetime Value; Forward-looking Metrics; Employees; Decision Making; Information; Customer Value and Value Chain; Banks and Banking; Mortgages; Outcome or Result

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Research Summary

The Transition to Retirement

By: Teresa M. Amabile

My current major research program is the Retirement Transitions Study: a broad study of retiring professionals' everyday experiences, including identification with work; identity stability, change, and development; meaningfulness of work; changes in life structure,... View Details

Keywords: Careers; Psychology; Creativity; Identity; Retirement; Meaning

Article

DEA Model with Shared Resources and Efficiency Decomposition

By: Yao Chen, Juan Du, H. David Sherman and Joe Zhu

Data envelopment analysis (DEA) has proved to be an excellent approach for measuring performance of decision making units (DMUs) that use multiple inputs to generate multiple outputs. In many real world scenarios, DMUs have a two-stage network process with shared input... View Details

Keywords: Data Envelopment Analysis (DEA); Efficiency; Intermediate Measure; Performance Efficiency

14 May 2018
Research & Ideas

Amazon vs. Whole Foods: When Cultures Collide

other hand, always prided itself on its personal touch, empowering individual stores—even individual employees—to make decisions about products that emphasize high quality, healthy, and local foods. That... View Details

Keywords: by Michael Blanding; Food & Beverage

April 2006
Module Note

Cross-Border Financial Opportunities

By: Mihir A. Desai and Kathleen Luchs

Describes the fifth module in the International Finance course at Harvard Business School. This module explores how segmented capital markets create financing opportunities for firms and the mechanisms that evolve to take advantage of those opportunities. The issues... View Details

Keywords: Opportunities; Capital Markets; Decisions; International Finance; Motivation and Incentives; Taxation

2008
Working Paper

Where Does It Go? Spending by the Financially Constrained

By: Shawn A. Cole, John Thompson and Peter Tufano

In this paper, we analyze the spending decisions of over 1.5 million Americans who vary in their degree of revealed credit constraints. Specifically, we analyze how these Americans spend their income tax refunds, using transaction-level data from a stored-value card... View Details

Keywords: Decision Choices and Conditions; Credit; Personal Finance; Spending; Taxation; Consumer Behavior; United States

October 2017 (Revised April 2018)
Case

Improving Worker Safety in the Era of Machine Learning (A)

By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson

Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details

Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States

September 2023 (Revised November 2023)
Case

Seeds of Innovation: GALY's Quest to Cultivate the Future of Agriculture in the Lab

By: George Serafeim and Michael Norris

In 2023, Luciano Bueno, CEO and founder of plant cell culture agriculture company GALY, was considering the best path forward for his company as he planned to pitch Series B investors. GALY, founded in 2019, aimed to produce cotton and other crops from cells grown in... View Details

Keywords: Business Model; Green Technology; Goods and Commodities; Growth and Development Strategy; Science-Based Business; Entrepreneurship; Plant-Based Agribusiness; Business Startups; Decisions; Technological Innovation; Production; Agriculture and Agribusiness Industry; Technology Industry; Boston; Sao Paulo

Spring 2013
Article

Salience in Quality Disclosure: Evidence from the U.S. News College Rankings

By: Michael Luca and Jonathan Smith

How do rankings affect demand? This paper investigates the impact of college rankings, and the visibility of those rankings, on students' application decisions. Using natural experiments from U.S. News and World Report College Rankings, we present two main... View Details

Keywords: Rank and Position; Demand and Consumers; Quality; Decisions; Newspapers; United States

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Article

Moment-to-moment Optimal Branding in TV Commercials: Preventing Avoidance by Pulsing

By: Thales S. Teixeira, Michel Wedel and Rik Pieters

We develop a conceptual framework for understanding the impact that branding activity (the audio-visual representation of brands) and consumers' dispersion of attention have on their moment-to-moment avoidance decisions during television advertising. It formalizes this... View Details

Keywords: Advertising; Decision Choices and Conditions; Television Entertainment; Brands and Branding; Consumer Behavior; Mathematical Methods

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