Publications

September 2020 (Revised July 2022)
Exercise

Artea (C): Potential Discrimination through Algorithmic Targeting

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Retail Industry; Retail Industry; Retail Industry; United States

September 2020 (Revised July 2022)
Teaching Note

Algorithmic Bias in Marketing

By: Ayelet Israeli and Eva Ascarza

Teaching Note for HBS No. 521-020. This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and... View Details

Keywords: Marketing; Race; Ethnicity; Gender; Diversity; Prejudice and Bias; Decision Making; Ethics; Customer Relationship Management; Retail Industry; Retail Industry; Retail Industry; United States

February 2018 (Revised June 2019)
Case

Jaguar Capital S.A.S., Take the Money and Run?

By: Nori Gerardo Lietz and Sayiddah Fatima McCree

In January 2014, Tomas Uribe and Rodrigo Sanchez-Rios of Jaguar Capital S.A.S. (Jaguar or Jaguar Capital), were considering an offer from White Stone, the world’s largest private equity real estate investor. Jaguar Capital needed capital to fund its investment thesis,... View Details

Keywords: Real Estate; Investing; Private Equity Financing; Deal Structuring; Emerging Market; Emerging Economies; Emerging Market Finance; International Entrepreneurship; Finance; Entrepreneurship; Agreements and Arrangements; Emerging Markets; Retail Industry; Retail Industry; Retail Industry; Colombia; Latin America; United States

February 1985 (Revised July 1993)
Case

Puritan Drug Co.

David Thomas takes his first sales management assignment and is faced with a sales rep revolt because of a possible territory reorganization. In addition, his sales division is performing well below the national average. Rewritten version of a case by R.Z. Sorenson. View Details

Keywords: Salesforce Management; Conflict and Resolution; Retail Industry; Retail Industry; Retail Industry

February 2021 (Revised March 2021)
Case

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli and Jamie Merkrebs

AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its... View Details

August 2018 (Revised May 2019)
Case

Rev. Georgiette Morgan-Thomas & The American Hat Factory

By: Steven Rogers and Ariel Rogers

On a sunny Monday morning, Rev. Morgan-Thomas walked into her newly acquired hat factory thinking, “What have I gotten myself into? Things are worse than I imagined. Can I ever turn this company around given all of the known and unknown problems? Can I make it... View Details

February 2022
Teaching Note

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli

Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details

December 2020 (Revised April 2021)
Case

Arcos Dorados: A QSR Recovery Plan

By: Forest Reinhardt, José B. Alvarez, Jenyfeer Martinez Buitrago and Mariana Cal

Arcos Dorados—McDonald’s largest independent franchisee, covering Latin America and the Caribbean (LAC)—faced a pandemic that was disrupting the entire consumer foodservice business in 2020. With the exclusive right to own, operate, and sub-franchise McDonald’s... View Details

23 Mar 2010
First Look

First Look: March 23

marketing department have been built "from the ground up" to address fundamental changes in retail structure and consumer behavior. Can the Diamond model be successfully applied to other food categories? Purchase this... View Details

Keywords: Martha Lagace

03 Jul 2018
First Look

New Research and Ideas, July 3, 2018

Party City In 2005, Berkshire Partners, a Boston-based private equity firm specializing in growth equity, was one year into their ownership of Amscan, the market leader of designed, manufactured, and distributed decorated party goods and accessories. However, Amscan's... View Details

Keywords: Dina Gerdeman

20 Mar 2013
Research & Ideas

How CEOs Sustain Higher-Ambition Goals

Systembolaget AB, a retailer of wines, beers, and spirits. "I've never had a problem finding that ambition on the board." “I find that boardrooms are filled with people who want to be proud of what they're doing” When companies are... View Details

Keywords: by Dina Gerdeman

08 Nov 2011
First Look

First Look: Nov. 8

losses are concentrated among public-to-private buyouts and transactions involving firms in the service and retail sectors. But target firms also create more new jobs at new establishments, and they acquire and divest establishments more... View Details

Keywords: Sean Silverthorne

30 Oct 2005
Research & Ideas

Tuning Jobs to Fit Your Company

different operations to look beyond their silos to consolidate operations and share best practices to lower costs. Similarly, firms such as big-box retailers that centralize merchandising and distribution to deliver low prices must ensure... View Details

Keywords: by Robert Simons

Teaching Interest

Overview

By: Jeffrey F. Rayport

Technology Entrepreneurship, Marketing Strategy, Service Management View Details

Keywords: Technological Innovation; Strategy Formulation; ＂Marketing Analytics＂; Advertising Technology; Media Content; Media And Broadcasting Industry; Media Businesses; Retail Industry; Retail Industry; Retail Industry; Retail Industry

February 2019 (Revised January 2021)
Case

Quiksilver Inc. and Oaktree Capital Management

By: Kristin Mugford and Mike Harmon

Sports lifestyle company Quiksilver filed for bankruptcy in September 2015. Oaktree is considering an additional investment in the company to facilitate the restructuring. Students must consider whether Oaktree should invest given the risks of the turnaround... View Details

Keywords: Bankruptcy; Bankruptcy Reorganization; Insolvency and Bankruptcy; Acquisition; Restructuring; Debt Securities; Transformation; Decision Making; Borrowing and Debt; Investment Return; Crisis Management; Negotiation; Retail Industry; Retail Industry; Retail Industry; France; United States

Article

The Market Design and Policy of Online Review Platforms

By: Benjamin Edelman

I present the institutions and incentives of online reviews, including attracting initial reviews, assuring truthful reviews of genuine experiences, and avoiding inflated or deceptive reviews. I also explore the competition and consumer protection concerns associated... View Details

Keywords: Reviews; Reputation; Platforms; Marketplaces; Deception; Market Design; Multi-Sided Platforms; Law; Online Technology; Retail Industry; Retail Industry; Retail Industry; Retail Industry