Publications

Keywords: Garry Emmons and Julia Hanna; Latin America; research; infrastructure; Securities, Commodities, and Other Financial Investments; Securities, Commodities, and Other Financial Investments; Securities, Commodities, and Other Financial Investments; Securities, Commodities, and Other Financial Investments; Securities, Commodities, and Other Financial Investments

21 Mar 2024
News

OC Alumni Get Clarity on AI; Inequality and Climate Change Explored in DC

Clubs News Clubs News Demystifying AI at Orange County Leadership Breakfast At its first HBS Leadership Breakfast event since before the pandemic, the HBS Association of Orange County (HBSAOC) tackled the potential of AI with a talk titled The Dawning of Artificial... View Details

Keywords: Margie Kelley

Rethinking Nuclear: Can We Change the World’s Cumulative Carbon Emissions Soon Enough?

Today’s existing nuclear power alternatives as well as renewables are currently forecast by the EIA and IEA to be losing the race with fossil fuels worldwide and are expected to continue do so for the forecast future. A suite of *new* nuclear power... View Details

12 Jul 2016
First Look

July 12, 2016

Calibrating the model to data from the Financial Accounts of the U.S., the optimal capital requirement is around 20%. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=51305 Bias in Official Fiscal Forecasts: Can Private View Details

Keywords: Sean Silverthorne

01 Dec 2000
News

Latin America's Decade

clear that the business models that succeed in the Internet sector and e-commerce in emerging markets such as Latin America will resemble those in the United States," says Kennedy. Despite this lag time, the Net is nonetheless causing... View Details

June 2023
Case

Tractor Supply Co

By: David L. Ager and Michael A. Roberto

In February 2023, Hal Lawton, CEO of Tractor Supply Co, the largest farm and ranch retailer in the United States reflected on the company’s 70% growth between 2019 and 2022. Economists had begun to predict an economic downturn and experts were predicting softening... View Details

Keywords: COVID-19 Pandemic; Demand and Consumers; Economic Slowdown and Stagnation; Organizational Change and Adaptation; Retail Industry

01 Mar 2023
News

Clearing the Air

atoms. But what we can do is simple experiments and simulations to predict important properties of molecules, like how much it might cost to synthesize. The other part is using machine learning to connect... View Details

Keywords: April White and Dan Morrell; Illustrations by Richard Borge

Research Summary

Dawn Matsumoto's research investigates managers' financial reporting decisions including the incentives driving these decisions and the impact of these decisions on capital market participants. She is interested in the role of financial intermediaries (such as... View Details

09 Dec 2019
News

Identify Great Customers from Their First Purchase

March 1980 (Revised February 1987)
Case

Sweco, Inc. (A)

By: Michael E. Porter and George S. Yip

Describes Sweco's decision about whether to enter the mud-processing equipment industry (used in oil well drilling). This is an internal entry decision, and the case describes Sweco's existing businesses as well as the mud-processing industry and competitors. The case... View Details

Keywords: Cost vs Benefits; Decisions; Forecasting and Prediction; Cost; Analytics and Data Science; Market Entry and Exit; Competition

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; Food and Beverage Industry; Food and Beverage Industry

May 2021 (Revised February 2024)
Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States

January 2008
Background Note

Equity Options

By: Joshua Coval and Erik Stafford

The goal of this simulation is to understand the reliance of option values on volatility. When an investor trades an option, they are essentially trading volatility. Therefore, much of the focus in this lesson is on forecasting volatility. Students are able to use two... View Details

Keywords: Volatility; Forecasting and Prediction; Stock Options; Investment Return; Price; Market Transactions; Mathematical Methods; Value

June 2023 (Revised April 2025)
Case

Optimalen Capital

By: Malcolm Baker, Elisabeth Kempf and Jonathan Wallen

A new client portfolio manager at a quantitative investment management firm must explain why her firm, Optimalen Capital, has rebalanced a client portfolio with a set of trades that seem unintuitive. In particular, Optimalen has added to its position of Walmart (ticker... View Details

Keywords: Investments; CAPM; Capital Asset Pricing Model; Investment Portfolio; Asset Pricing; Stocks

15 Sep 2015
First Look

September 15, 2015

Operations Management Analytics for an Online Retailer: Demand Forecasting and Price Optimization By: Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi Abstract—We... View Details

Keywords: Sean Silverthorne

April 2003 (Revised December 2006)
Case

ZARA: Fast Fashion

By: Pankaj Ghemawat and Jose Luis Nueno

Focuses on Inditex, an apparel retailer from Spain, which has set up an extremely quick response system for its ZARA chain. Instead of predicting months before a season starts what women will want to wear, ZARA observes what's selling and what's not and continuously... View Details

Keywords: Organizational Change and Adaptation; Multinational Firms and Management; Competitive Advantage; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; Spain

February 2006 (Revised September 2007)
Background Note

Winner-Take-All in Networked Markets

By: Thomas R. Eisenmann

Discusses platform structure in new networked markets, that is, whether a market that exhibits network effects will be served by a single platform or by rival platforms. Defines "platforms" and "platform structure"; describes factors that influence the odds that a... View Details

Keywords: Forecasting and Prediction; Growth Management; Network Effects; Digital Platforms; Internet and the Web

May 2018 (Revised October 2019)
Case

Managing the Future of Work

By: William R. Kerr, Allison Ciechanover and Jeff Huizinga

By 2019, leaders from the public and private sector had become increasingly anxious about how advanced technologies and aging global populations could affect labor markets, workplaces, and workers’ lives. Some analysts forecasted that hundreds of millions of workers... View Details

Keywords: Labor Markets; Workplace; Employment; Technological Innovation; Demographics; Organizational Change and Adaptation; Change Management; Problems and Challenges; Opportunities

October 2002 (Revised May 2021)
Case

Group Process in the Challenger Launch Decision (A)

By: Amy C. Edmondson and Laura Feldman

The night before the launch of the Challenger shuttle, officials from Morton Thiokol (Solid Rocket Booster manufacturer) and NASA participated in a teleconference to discuss whether to postpone the shuttle launch due to predicted low temperatures at Kennedy Space... View Details

Keywords: Process Analysis; Problems and Challenges; Groups and Teams; Engineering; Risk Management; Analysis; Decision Making; Aerospace Industry; United States