Publications

April 1996 (Revised June 2000)
Case

Boston Beer Company, Inc., The

Capital markets may have overcapitalized the craft brewing industry during a flurry of new IPOs. In the context of this "hot" IPO market each individual company's valuation may seem reasonable. However, after careful analysis of each company's financial statement and... View Details

Keywords: Initial Public Offering; Analysis; Valuation; Industry Growth; Food and Beverage Industry; Boston

April 2024 (Revised December 2024)
Case

Anthropic: Building Safe AI

By: Shikhar Ghosh and Shweta Bagai

In late 2024, Anthropic, a leading AI safety and research company, achieved a significant breakthrough with computer use capabilities that allowed AI to interact with computers like humans. Co-founded by former OpenAI employees and known for its generative AI... View Details

Keywords: AI and Machine Learning; Corporate Accountability; Corporate Social Responsibility and Impact; Business Growth and Maturation; Corporate Strategy; Technology Industry; United States

TeachingInterests

Great Theorems of Microeconomic Theory

By: Jerry R. Green

This course covers the field of microeconomics as seen through the lens of the "great theorems" that have determined its evolution since WWII. During that time period the entire field of economics has changed. It is now described in terms of advanced mathematics, much... View Details

14 Dec 2021
News

Red Light, Green Light

Web

Annual Cost of Attendance - MBA

($1,114/mo) $11,430 ($1,270/mo) TRANSPORTATION (9 months) $2,280 ($253/mo) $3,924 ($436/mo) $4,029 ($448/mo) $4,029 ($448/mo) OTHER LIVING EXPENSES (9 months) $8,320 ($924/mo) $10,736 ($1,193/mo) $13,351 ($1,483/mo) $15,071 ($1,675/mo) Total $118,854 $143,636 $160,918... View Details

25 Jul 2007
Lessons from the Classroom

The Evolution of Apple

In the context of the computer industry at large, professor David Yoffie explores the ups and downs of a company that's always been a bit different in "Apple Computer, 2006." The case poses this question: Given its 2 percent... View Details

Keywords: by Julia Hanna; Computer; Computer

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

Ranjay Gulati

Ranjay Gulati is the Paul R. Lawrence MBA Class of 1942 Professor of Business Administration and the former Unit Head of the Organizational Behavior Unit at Harvard Business School. He is an expert on leadership, strategy, and organizational issues... View Details

Keywords: computer; computer; computer; computer; computer; computer; computer; computer

March 2008
Article

Testing a Purportedly More Learnable Auction Mechanism

We describe an auction mechanism in the class of Groves mechanisms that has received attention in the computer science literature because of its theoretical property of being more "learnable" than the standard second price auction mechanism. We bring this mechanism,... View Details

Keywords: Market Design; Auctions; Learning; Economics

Read Now

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details

Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge

August 1972 (Revised September 2000)
Background Note

Introduction to Accumulated Value, Present Value, and Internal Rate of Return

A simple, intuitive introduction to the usually-difficult topics of discounting and present value. While the mechanics of computing present value and internal rate of return are covered well, the emphasis is more about how to think about these concepts (for example,... View Details

Keywords: Accounting

June 1999
Supplement

Conversation with Donna Dubinsky, A (Video)

Donna Dubinsky, president and CEO of Handspring, Inc. and former president of Palm Computing, speaks about her career. Topics include: early mentors, strategies for building and maintaining business and personal relationships, developing her personal style and... View Details

Keywords: Personal Development and Career

December 1994 (Revised May 1999)
Case

3M Optical Systems: Managing Corporate Entrepreneurship

By: Christopher A. Bartlett and Afroze A Mohammed

A middle-level division manager must decide whether he should support an investment request for a third attempt at launching a new product developed by a struggling business unit. Describes the long, difficult process by which the unit has developed the product--a... View Details

Keywords: Managerial Roles; Decision Choices and Conditions; Corporate Entrepreneurship; Product Launch; Problems and Challenges; Product Development; Consumer Products Industry

15 Nov 2016
Working Paper Summaries

Algorithmic Foundations for Business Strategy

Keywords: by Mihnea Moldoveanu

October 2023
Article

Product Variety, the Cost of Living, and Welfare Across Countries

By: Alberto Cavallo, Robert C. Feenstra and Robert Inklaar

We use the structure of the Melitz (2003) model to compute the cost of living and welfare across 47 countries, and compare these to conventional measures of prices and real consumption from the International Comparisons Project (ICP). The cost of living is inferred... View Details

Keywords: Macroeconomics; Trade

Find at Harvard

Read Now

August 2015
Article

Pricing and Efficiency in the Market for IP Addresses

By: Benjamin Edelman and Michael Schwarz

We consider market rules for transferring IP addresses, numeric identifiers required by all computers connected to the Internet. Transfers usefully move resources from lowest- to highest-valuation networks, but transfers tend to cause socially costly growth in the... View Details

Keywords: Externalities; Intermediaries; Market Design; Internet; Web Services Industry; Telecommunications Industry

Find at Harvard

Read Now

09 Jul 2015
News

Tech glitches at big institutions made it a good day for paranoia

Asim I. Khwaja

Asim Ijaz Khwaja is the Director of the Center for International Development and the Sumitomo-Foundation for Advanced Studies on International Development Professor of International Finance and Development at the Harvard Kennedy School, and co-founder of the View Details

2009
Simulation

Finance Simulation: M&A in Wine Country: No. 3289.

By: Timothy A. Luehrman and W. Carl Kester

In this simulation, students play the role of CEO at one of three publicly-traded wine producers: Starshine, Bel Vino, or International Beverage. Each player evaluates merger and/or acquisition opportunities among the three companies and then determines reservation... View Details

Keywords: Mergers and Acquisitions; Negotiation; Valuation; Value Creation; Food and Beverage Industry; Agriculture and Agribusiness Industry