Publications

April 2018
Exercise

Stoy Foods: Role Information for Milan Stoyanovic

By: John Beshears

In this simulation exercise, four family members must negotiate over the future of the family business. Should the business be sold to a strategic buyer, or should the family retain control? If the business is sold, how should the proceeds of the sale be distributed... View Details

Keywords: Succession; Sale Of Business; Understanding Interests; Value Creation; Family Business; Business Exit or Shutdown; Negotiation; Ownership Stake; Perspective; Agreements and Arrangements

November 2012
Article

An Age Penalty in Racial Preferences

By: Deborah A. Small, Devin G. Pope and Michael I. Norton

We document an age penalty in racial discrimination: charitable behavior toward African American children decreases-and negative stereotypical inferences increase-with the age of those children. Using data from an online charity that solicits donations for school... View Details

Keywords: Stereotyping; Charitable Giving; Prejudice; Prosocial Behavior; Philanthropy and Charitable Giving; Age; Race; Prejudice and Bias

Ever felt the "taxes" on air travel are unduly high? In other travel contexts (most notably, rental cars), genuine government-imposed taxes often approach or even exceed the amount payable to service providers. But when airlines quote fares, they sometimes include... View Details

February 2010
Case

Amyris Biotechnologies: Commercializing Biofuel

By: Gary P. Pisano and Alison Berkley Wagonfeld

In 2009, Amyris Biotechnologies was building a plant in Brazil that used synthetic biology to convert sugarcane into both renewable fuels and renewable chemicals. The Amyris' marketing team was investigating the commercial interest for both types of products, while the... View Details

Keywords: Renewable Energy; Chemicals; Risk Management; Product Marketing; Product Development; Production; Environmental Sustainability; Commercialization; Biotechnology Industry; Brazil

2024
Working Paper

Charting (and Updating) the Path: A Bayesian Perspective on Entrepreneurial Learning

By: Joshua L. Krieger

This chapter explores two distinct modes of entrepreneurial learning: assessing venture viability and choosing between alternative development paths. It introduces a framework for decomposing venture viability into technological feasibility, commercial potential and... View Details

Keywords: Decision Making; Entrepreneurship; Growth and Development Strategy; Learning

Article

Scaling Up Analogical Innovation with Crowds and AI

By: Aniket Kittur, Lisa Yu, Tom Hope, Joel Chan, Hila Lifshitz - Assaf, Karni Gilon, Felicia Ng, Robert Kraut and Dafna Shachaf

Analogy—the ability to find and apply deep structural patterns across domains—has been fundamental to human innovation in science and technology. Today there is a growing opportunity to accelerate innovation by moving analogy out of a single person’s mind and... View Details

Keywords: Innovation; Artificial Intelligence; Crowdsourcing; Analogy; Innovation and Invention; Technology; Science

Find at Harvard

2017
Working Paper

Machine Learning Methods for Strategy Research

By: Mike Horia Teodorescu

Numerous applications of machine learning have gained acceptance in the field of strategy and management research only during the last few years. Established uses span such diverse problems as strategic foreign investments, strategic resource allocation, systemic risk... View Details

Keywords: Machine Learning; Natural Language Processing; Classification; Decision Trees; Strategic Decisions; Strategy; Research; Information Technology

SSRN

October 1997 (Revised September 2003)
Case

Eli Lilly and Company: Drug Development Strategy (A)

By: Stefan H. Thomke, Ashok Nimgade and Paul Pospisil

Describes how Eli Lilly and Co. tries to accelerate its new drug development process with the aid of "combinatorial chemistry"--a rapidly emerging and revolutionary approach to preclinical drug discovery. The product manager of a potential blockbuster migraine drug... View Details

Keywords: Chemicals; Finance; Innovation and Invention; Time Management; Markets; Product Development; Organizations; Business Processes; Problems and Challenges; Business and Stakeholder Relations; Competition; Pharmaceutical Industry

19 Apr 2019
HBS Seminar

Nicholas Short, Harvard University

16 Aug 2016
Blog Post

Health Care Club: Summer Spotlight

multiple therapeutic areas with several pipeline candidates in each of those areas. The Business Development group at Shire is focused on inorganic growth opportunities (acquisitions, licensing, collaborations) that span all therapeutic... View Details

Keywords: Health Care

Program

Designing and Executing Corporate Revitalization

you will explore the multiple dimensions of corporate revitalization, including strategy, finance, organization, culture, and the leader's role. Whether your company seeks to maximize and fulfill its potential or requires radical... View Details

Program

Family Office Wealth Management—Virtual

investment officers, chief executive officers, investment managers, or top family business leaders Also appropriate for family members with a range of financial acumen—from expert to novice Not appropriate for investors who are not representing a family's interests... View Details

05 Sep 2023
Book

Failing Well: How Your ‘Intelligent Failure’ Unlocks Your Full Potential

decades, says an intelligent failure differs from two other types of failures: a basic failure, which is caused by carelessness or ignorance, and a complex failure, which is caused by multiple factors, none of which would have caused the... View Details

Keywords: by Michael Blanding

2023
Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill

In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias

26 Oct 2020
News

Great promise but potential for peril

06 Feb 2014
HBS Seminar

Anna Lamin, Northeastern University

Broadening Focus: Spillovers, Complementarities and Specialization in the Hospital Industry

The long-standing argument that focused operations outperform others stands in contrast to claims about the benefits of broader operational scope. Within the literature on corporate strategy, this tension between focus and breadth is reconciled by the concept of... View Details

2022
Chapter

Crises and International Business

By: Geoffrey Jones

This chapter uses the intellectual journey of the author to suggest that crises have been the norm rather than the exception in the history of international business. Over the last 100 years world wars, regional conflicts, the Great Depression, and decolonization are... View Details

Keywords: Crisis; Multinational Companies; International Business; Emerging Market; Business History; Multinational Firms and Management; System Shocks; War; Emerging Markets; Crisis Management

February 2016 (Revised June 2016)
Case

Janalakshmi Financial Services' HR Dilemma

By: Doug J. Chung and Radhika Kak

Janalakshmi Financial Services (JFS), an Indian microfinance institution, had grown rapidly by providing financial products to its main customer base, the urban poor. However, the company was facing several challenges. JFS’s productivity was declining, and it was... View Details

Keywords: Microfinance; Salesforce Management; Compensation and Benefits; Sales; Strategy; Financial Services Industry