Publications

10 Oct 2018
Research & Ideas

The Legacy of Boaty McBoatface: Beware of Customers Who Vote

public. Boaty blowback highlights the potential danger of giving consumers the power to vote, even though customer engagement is a primary goal of almost every social media strategy. The problem: Even though NERC never explicitly promised... View Details

Keywords: by Michael Blanding; Advertising

December 2012 (Revised November 2014)
Case

Lit Motors

By: Thomas R. Eisenmann and Alex Godden

In mid-2012 Lit Motors had created both engineering and design prototypes and conducted initial customer tests on less than $750,000 of investment. Lit Motors' founder, Daniel Kim, had started the company to design and manufacture an efficient electric 2-wheeled... View Details

Keywords: Lean Startup; Prototyping; Electric Vehicle; Urban Vehicle; Customer Tests; Gyroscope; Entrepreneurs; Development Stage Enterprises; Creativity; Disruptive Technologies; Consumer Surveys; Market Segmentation; Manufacturing Costs; Entrepreneurship; Auto Industry; United States; California

10 Aug 2015
Research & Ideas

Why a Federal Rule on CEO Pay Disclosure May Get You In Trouble With Customers

Here's a tip for companies looking to woo customers away from the competition: Besides advertising fair prices for your products, try advertising fair wages for your employees. Recent research from Harvard Business School indicates that... View Details

Keywords: by Carmen Nobel; Retail

June 2023
Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza

Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details

02 Feb 2015
Research & Ideas

Disruptors Sell What Customers Want and Let Competitors Sell What They Don’t

unbundling that allows customers to pick and choose the content they consume (be it articles, music tracks, or airline tickets), Teixeira identifies the fueling factor in this case as "decoupling"—separating out activities that View Details

Keywords: by Michael Blanding

March 2021
Supplement

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli

Power Point Supplement to Teaching Note for HBS No. 521-021,521-022,521-037,521-043. 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... View Details

Keywords: Targeted Advertising; Targeting; Algorithmic Data; Bias; A/B Testing; Experiment; Advertising; Gender; Race; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

October 2018
Case

Booking.com

By: Stefan Thomke and Daniela Beyersdorfer

The case reveals how Booking.com has become the world's leading travel accommodation platform. The company has put online experimentation at the heart of how it designs digital experiences for its customers and partners. To unlock the potential of large-scale testing,... View Details

Keywords: Travel; Product Innovation; Experimentation; A/B Testing; User Experience Design; Product Development; Product Design; Innovation and Management; Transformation; Information Technology; Digital Transformation; Travel Industry

November 2016 (Revised April 2017)
Case

Basecamp: Pricing

By: Frank Cespedes and Robb Fitzsimmons

A data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture’s latest version of its project management software product. View Details

Keywords: Pricing; Entrepreneurial Management; Data Analysis; Marketing; Customer Acquisition; Customer Retention; Value Proposition; Sales Management; Product Management; Market Research; Life Time Value; Testing; Entrepreneurship; Analytics and Data Science; Customers; Value; Sales; Product Marketing; United States

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

October 2024
Article

Sampling Bias in Entrepreneurial Experiments

By: Ruiqing Cao, Rembrand Koning and Ramana Nanda

Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details

Keywords: Target Market; Sampling Biases; Beta Testing; Product Launch; Entrepreneurship; Gender

September 2020 (Revised June 2023)
Exercise

Artea: Designing Targeting Strategies

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

January 2019 (Revised February 2024)
Teaching Note

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

By: Ayelet Israeli

Teaching Note for HBS No. 519-011. 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... View Details

November 2014
Teaching Note

Claritas Genomics

By: Robert F. Higgins and Matthew G. Preble

Dr. Patrice Milos is the first CEO of Claritas Genomics (Claritas) and she faces a number of challenges in scaling the young company. Claritas was formed around a lab spun out from Boston Children's Hospital (BCH) which had performed genomic tests for the hospital. Now... View Details

Keywords: Healthcare; Healthcare Startups; Genetic Testing; Genetics Diagnostics; Spinning Out Hospital Services; Spin-out; Health Care and Treatment; Genetics; Entrepreneurship; Biotechnology Industry; Health Industry; United States

October 2016 (Revised April 2018)
Case

JCPenney: Back in Business

By: Elie Ofek, K. Shelette Stewart and Christine Snively

In 2016, JCPenney was in the midst of a multi-year turnaround after coming dangerously close to bankruptcy. Under CEO Marvin Ellison, the company had identified three strategic objectives—a focus on omnichannel, private label goods, and increasing revenue per... View Details

Keywords: Retail; Customer Management; Omnichannel; Turnarounds; Private Label; Promotions; Marketing Strategy; Brands and Branding; Customer Relationship Management; Goals and Objectives; Competition; Retail Industry; United States

February 2016 (Revised June 2016)
Case

The Maggi Noodle Safety Crisis in India (A)

By: Karthik Ramanna and Radhika Kak

The local government in Delhi has ordered a ban on Nestlé's flagship product in India—Maggi Noodles—citing excessive lead content per government lab tests. Nestlé disputes the government tests, noting that internal and third-party tests show the product to be safe.... View Details

Keywords: Multinationals; Regulation; Customer Relations; Business And Government; Crisis Management; Leadership; Multinational Firms and Management; Globalization; Governing Rules, Regulations, and Reforms; Safety; Customer Relationship Management; Business and Government Relations; India; Europe; Switzerland

March–April 2020
Article

Building A Culture of Experimentation

By: Stefan Thomke

Why don’t organizations test more? After examining this question for several years, I can tell you that the central reason is culture. As companies try to scale up their experimentation capacity, they often find that the obstacles are not tools and technology but... View Details

Keywords: Experimentation; Culture; Innovation; Online; Customer Experience; Organizational Culture; Innovation and Invention; Internet and the Web; Attitudes; Decision Making; Change; Leadership