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November–December 2018
Article

Online Network Revenue Management Using Thompson Sampling

By: Kris J. Ferreira, David Simchi-Levi and He Wang

We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details

Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods

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October 2018 (Revised July 2019)
Case

Sidewalk Labs: Privacy in a City Built from the Internet Up

By: Leslie K. John, Mitchell Weiss and Julia Kelley

Email mking@hbs.edu for a courtesy copy.

By the time Dan Doctoroff, CEO of Sidewalk Labs, began hosting a Reddit “Ask Me Anything” session in January 2018, he had only nine months remaining to convince the people... View Details

October 2018 (Revised August 2019)
Module Note

Supply Chain Management

By: Willy C. Shih

This note on supply chain management provides background for the seven class supply chain module in the Technology & Operations Management required curriculum course taught at the Harvard Business School. This module includes four broad topics: sourcing and supply... View Details

Keywords: Supply Chain Information; Supply ＆ Demand; Supply Chain Industries; Supply Chain Management; Supply Chain; Manufacturing Industry; Consumer Products Industry; Food and Beverage Industry; Service Industry; United States; Asia; Europe; Japan; China

October 2018 (Revised October 2018)
Teaching Note

La-Z-Boy (A)

By: Joseph B. Fuller and Julia Kelley

Kurt Darrow, CEO of La-Z-Boy furniture, must decide whether to continue an overhaul of the company's strategy in the face of a collapse in demand during the great recession. Having pared back La-Z-Boy's portfolio of brands and manufacturing network, he intends to... View Details

September 2018 (Revised November 2018)
Case

Careem: Base Camp or Mountain Peak? Designing an OS for Scaling

By: Shikhar Ghosh, Gamze Yucaoglu and Alpana Thapar

This case focuses on designing a fast growing organization. It is part of a two-case set that is taught together to cover the scaling journey.
Careem, a Dubai-based ride-hailing service aimed to ‘simplify and improve the lives of people, and build an awesome... View Details

Keywords: Scale; Values; Rights; Operating Systems; Business Startup; Transportation; Organizational Design; Entrepreneurship; Information Technology; Organizational Culture; Values and Beliefs; Decision Making; Managerial Roles; Dubai; United Arab Emirates; Middle East

Third Quarter 2018
Article

Why and How Investors Use ESG Information: Evidence from a Global Survey

By: Amir Amel-Zadeh and George Serafeim

Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy

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August 2018
Case

Four Products: Predicting Diffusion (2018)

By: John Gourville

One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details

Keywords: Diffusion Processes; Product Adoption; Marketing; Forecasting and Prediction; Demand and Consumers; Adoption; Product Launch

August 2018 (Revised October 2020)
Case

Tailor Brands: Artificial Intelligence-Driven Branding

Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details

August 2018
Case

BlackBuck (A)

By: Shikhar Ghosh and Shweta Bagai

The case presents the challenges of scaling an asset-heavy company (that relies on its operations). It highlights how decisions on the early team impact a company’s ability to scale, linkage between growth and cash flows, as well the organizational impact of high... View Details

Keywords: Founders; Entrepreneurship; Growth and Development Strategy; Service Delivery; Cash Flow; Growth Management; Truck Transportation; Online Technology; India

August 2018 (Revised February 2023)
Case

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Jill Avery and Ayelet Israeli

As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details

July 2018 (Revised January 2019)
Teaching Note

MC Tool

By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld

Sean Witty and Jason Premo acquired MC Tool, a machine shop located in South Carolina in 2007 with the intent to transform it into a precision manufacturer. Witty and Premo were able to more than double revenue to $6 million in their first year of managing MC by... View Details

Keywords: Small ＆ Medium-sized Enterprises; Small Business; Production; Transformation; Problems and Challenges; Financial Condition; Business Strategy; Manufacturing Industry; United States

July 2018 (Revised November 2018)
Case

Hidrovias do Brasil: Navigating Unchartered Waters

By: Boris Groysberg and Sarah L. Abbott

Since its founding eight years earlier, Hidrovias do Brasil (“Hidrovias”), an integrated logistics provider serving corporate customers exporting products from South America via the Atlantic Ocean, had grown to 900 employees and $253 million in annual revenues.... View Details

Keywords: Human Resources; Private Equity; Brazil; Entrepreneurial Organizations; Operation Management; General Management; Entrepreneurship; Finance; Growth and Development; Leadership; Operations; Problems and Challenges; Transportation; Human Capital; Strategy; Emerging Markets; Brazil

June 2018
Case

American Airlines' Value Pricing (Abridged)

By: Alvin J. Silk and Sunil Gupta

This is an abridged version of the 1992 case where American Airlines (AA) launched "Value Pricing" in an attempt to simplify the pricing structure of the airline industry. AA expected that this plan would benefit not only consumers, but also AA and the entire airline... View Details

Keywords: Consumer Marketing; Market Segmentation; Pricing; Pricing Strategy; Demand Analysis; Competition; Marketing; Segmentation; Price; Strategy; Demand and Consumers; Analysis; Air Transportation Industry

June 2018 (Revised October 2020)
Case

Global Brand Management of Anheuser Busch InBev's Budweiser

Brian Perkins, chief architect of the $6 billion Budweiser brand, was excited about 2018, in which the company would launch Budweiser into several new markets in Africa and Latin America. He was feeling the pressure to finalize a global brand strategy that would define... View Details

Summer 2018
Article

CSR Needs CPR: Corporate Sustainability and Politics

By: Thomas Lyon, Magali A. Delmas, John W. Maxwell, Pratima Bansal, Mireille Chiroleu-Assouline, Patricia Crifo, Rodolphe Durand, Jean-Pascal Gond, Andrew King, Michael Lenox, Michael W. Toffel, David Vogel and Frank Wijen

Corporate sustainability has gone mainstream, and many companies have taken meaningful steps to improve their own environmental performance. But while corporate political actions such as lobbying can have a greater impact on environmental quality, they are ignored in... View Details

Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Communication; Policy; Business and Government Relations

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May 2018 (Revised October 2018)
Case

Argentina Power—Don't Cry for Me Argentina

By: Nori Gerardo Lietz and Sayiddah Fatima McCree

In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate... View Details

Keywords: Cross Border; Energy Markets; Infrastructure Finance; Infrastructure Development; Business Subsidiaries; Business Cycles; Macroeconomics; Energy Generation; International Finance; Project Finance; Government and Politics; Demand and Consumers; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; Latin America

March 2018
Case

EKOL Logistics: Thinking Outside the Box

By: Willy C. Shih and Esel Çekin

This case describes Ekol, an intermodal transportation and logistics company, and how it manages capacity planning. Its busiest routes linked motor vehicle assemblers in Germany and Turkey with many of their parts suppliers, but it had also developed key links in... View Details

February 2018 (Revised October 2019)
Technical Note

The Art and Science of Brand Valuation

Brand valuation, the art and science of calculating the economic value accruing to a firm from its use of an intangible brand asset, yields frustratingly inconsistent, discrepant, and, therefore, controversial results. While it is widely accepted that brands are... View Details

February 2018 (Revised August 2018)
Case

OpenInvest

By: Shawn Cole, Boris Vallée and Nicole Tempest Keller

Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolios to their personal values in an automated way, for instance by screening out weapons manufacturers stocks or overweighting... View Details

Keywords: Fintech; Impact Investing; Investment Portfolio; Customization and Personalization; Technological Innovation; Social Issues; Growth and Development Strategy; Business Model; Financial Services Industry

February 2018 (Revised October 2020)
Case

The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture

By: Jill Avery, Chekitan S. Dev and Laure Mougeot Stroock

In September 2016, Marriott completed its $13.3 billion acquisition of Starwood Hotels & Resorts, which added 11 brands to its already robust 19 hotel brand portfolio. Tina Edmundson, Marriott's global brand officer, was charged with making sense of the brand portfolio... View Details

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