Publications

May 2007 (Revised April 2008)
Case

Tiger-Tread

By: Rohit Deshpande and Richard Cardozo

Describes an innovative product launch for which a marketing plan and a breakeven analysis are needed. To introduce students to breakeven analysis and the essentials of developing a marketing plan. View Details

Keywords: Forecasting and Prediction; Innovation and Invention; Product Launch; Planning

July 1986 (Revised August 1987)
Background Note

Note on Comparative Advantage

By: David B. Yoffie and John J. Coleman

Discusses David Ricardo's theory of comparative advantage and the refinement of his model developed by Eli Heckscher and Bertil Ohlin. Presents several criticisms of the Heckscher-Ohlin theory, including Wassily Leontief's empirical demonstration that the nature of... View Details

Keywords: Business Model; Forecasting and Prediction; Macroeconomics; Trade; Theory

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

Read Now

July 2005 (Revised June 2006)
Case

Ryanair Holdings plc

Examines the valuation of an Irish airline that reported its first decline in net income in 2004 and saw a 30% stock price drop on the news. Ryanair is a low-cost, low-fare airline headquartered in Dublin, Ireland, operating over 200 routes in 20 countries. The company... View Details

Keywords: Strategy; International Accounting; Analysis; Valuation; Air Transportation; Forecasting and Prediction; Finance; Air Transportation Industry; Dublin

23 Oct 2019
News

Exploring Big Issues at the Intersection of Business and Society

Professor Joseph Fuller looked beyond dystopian forecasts to explore how ever-evolving technology has the potential to improve the quality of work lives, the earnings of most workers, and company productivity. Viewpoints exposed students... View Details

Keywords: Educational Innovation

28 May 2019
News

Beyond the Bitcoin Bubble

hosted an HBS Club of New York panel discussion on cryptocurrencies earlier this year, and she’s here to help us forecast the future of digital dough. “People who got burned when the price of bitcoin crashed are now starting to do more... View Details

Keywords: Dan Morrell

07 Jul 2009
First Look

First Look: July 7

Missing Quarterly Analysts Forecasts (revised) Authors:Richard Mergenthaler, Shiva Rajgopal, and Suraj Srinivasan Abstract We find that missing the quarterly analyst consensus earnings forecast is associated... View Details

Keywords: Martha Lagace

09 Dec 2015
Research Event

How Do You Predict Demand and Set Prices For Products Never Sold Before?

predictive and prescriptive analytics can be combined to develop a tactical decision-making tool that makes a big impact on the bottom line. For details about the research and the successful machine learning tool, see the paper “Analytics for an Online Retailer: Demand... View Details

Keywords: by Carmen Nobel; Retail; Apparel & Accessories

Web

Corporate Finance: Corporate Financial Operations (CFO) - Course Catalog

Driving Performance Forecasting Managing Cash and Source of Funding Managing Risk Managing Investment, Divestitures, and Portfolios of Businesses Nearly all class sessions will be case based. We will have numerous guests over the course... View Details

19 Dec 2008
News

WHBS, 820 on Your Dial

case discussions by faculty, “Job Market,” “Mystery Melody” (an audience call-in program), and such services as weather forecasts and the morning menus at Kresge. Students had their own disk-jockey programs of pop, folk, and classical... View Details

Keywords: Keith Larson; Business Schools & Computer & Management Training; Educational Services; Broadcasting (except Internet); Information

January–February 2023
Article

Data-Driven COVID-19 Vaccine Development for Janssen

By: Dimitris Bertsimas, Michael Lingzhi Li, Xinggang Liu, Jennings Xu and Najat Khan

The COVID-19 pandemic has spurred extensive vaccine research worldwide. One crucial part of vaccine development is the phase III clinical trial that assesses the vaccine for safety and efficacy in the prevention of COVID-19. In this work, we enumerate the first... View Details

Keywords: COVID-19; Health Testing and Trials; Forecasting and Prediction; AI and Machine Learning; Research; Pharmaceutical Industry

July 2019
Article

I Know Why You Voted for Trump: (Over)inferring Motives Based on Choice

By: Kate Barasz, Tami Kim and Ioannis Evangelidis

People often speculate about why others make the choices they do. This paper investigates how such inferences are formed as a function of what is chosen. Specifically, when observers encounter someone else's choice (e.g., of political candidate), they use the chosen... View Details

Keywords: Self-other Difference; Social Perception; Inference-making; Preferences; Consumer Behavior; Prediction; Prediction Error; Decision Choices and Conditions; Perception; Behavior; Forecasting and Prediction

October 2013
Article

How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies

By: Phanish Puranam, Ranjay Gulati and Sourav Bhattacharya

While many theories of the firm seek to explain when firms make rather than buy, in practice, firms often make and buy the same input—they engage in plural sourcing. We argue that explaining the mix of external procurement and internal sourcing for the same input... View Details

Keywords: Supply Chain; Forecasting and Prediction; Framework; Prejudice and Bias; Mathematical Methods

May 2006
Case

Nokia in 2003

By: Paul M. Healy

Examines the challenges facing a money manager who owns stock in Nokia, the leading wireless handset provider. Two analysts covering the stock make very different predictions about the economies of the industry, Nokia's future performance, and stock recommendations.... View Details

Keywords: Financial Reporting; Forecasting and Prediction; Performance Effectiveness; Performance Evaluation; Problems and Challenges; Electronics Industry

Web

B2B Sales and Distribution - Course Catalog

operations and analytics module will focus on how AI and a sales operations tool stack give visibility into sales activities and drive sales forecasting accuracy. Course Content and Organization: There are live cases and traditional cases... View Details

19 Aug 2008
First Look

First Look: August 19, 2008

demand to underpin the link across three features of the inventory system: inventory levels, orders placed and actual demand faced. The perceptions framework is based on forecasting with Auto-Regressive Integrated Moving Average (ARIMA)... View Details

Keywords: Sean Silverthorne

December 1970 (Revised September 2006)
Case

Harmon Foods, Inc.

Prediction and shipment has been a scheduling and budgetary problem. Multiple regression is suggested as a solution. Evaluation of regression coefficients leads to better understanding of trend, seasonality, and promotion effectiveness. View Details

Keywords: Demand and Consumers; Production; Forecasting and Prediction; Budgets and Budgeting; Manufacturing Industry; Food and Beverage Industry

10 May 2019
Working Paper Summaries

Consumer Inertia and Market Power

Keywords: by Alexander MacKay and Marc Remer

Article

Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data

By: Dean Hyslop and Wilbur Townsend

This article analyzes earnings dynamics and measurement error using a matched longitudinal sample of individuals’ survey and administrative earnings. In line with previous literature, the reported differences are characterized by both persistent and transitory factors.... View Details

Keywords: Earnings Dynamics; Measurement Error; Panel Data; Validation Study; Business Earnings; Measurement and Metrics; Forecasting and Prediction