Publications

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January 2015 (Revised October 2016)
Case

onefinestay: Building a Luxury Experience in the Sharing Economy

By: Jill Avery, Anat Keinan and Liz Kind

onefinestay was a two-sided marketplace that offered high-end home rentals to travelers who sought a more authentic and local experience than a typical upscale hotel might provide. After five years of rapid growth, it was time to do a comprehensive analysis of the... View Details

18 Nov 2009
HBS Case

Customer Feedback Not on elBulli’s Menu

He's been called "the Salvador Dalí of the kitchen" for creations ranging from beetroot and yogurt ice-cream lollipops to a deconstructed Spanish omelet served in a parfait glass. Each year, some 2 million hopeful diners vie to be one of the fifty View Details

Keywords: by Julia Hanna; Food & Beverage

June 2018 (Revised January 2020)
Case

Sony

By: Stefan Thomke, Atsushi Osanai and Akiko Kanno

Sony used to be synonymous with "innovation" and "cool products." The case reveals how the company lost its edge and describes the leadership initiatives to restore its former glory. In 2012, Kazuo (Kaz) Hirai becomes CEO and successfully transforms Sony, including a... View Details

Keywords: Customer Experience; Product Differentiation; Transformation; Leadership Style; Technology Adoption; Leading Change; Electronics Industry; Media and Broadcasting Industry; Video Game Industry; Japan

08 Aug 2005
Research & Ideas

A Balanced Scorecard Approach To Measure Customer Profitability

The Balanced Scorecard introduced customer metrics into performance management systems. Scorecards feature all manner of wonderful objectives relating to the customer value proposition and View Details

Keywords: by Robert S. Kaplan

16 Nov 2016
Research & Ideas

Turning One Thousand Customers into One Million

vision. Those two paths—asking customers what they wanted and building it forward, and envisioning the perfect experience and creating it backward—aren’t an either-or decision. As Airbnb’s View Details

Keywords: by Thales S. Teixeira and Michael Blanding; Retail; Transportation; Accommodations

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

Fall 2018
Article

The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment

By: Santiago Gallino and Antonio Moreno

Online channels generate frictions when selling products with nondigital attributes, such as apparel. Customers may be reluctant to purchase products they have not been able to try on, and those customers who do purchase may return products when they do not fit as... View Details

Keywords: Supply Chain Information; Fit Uncertainty; Online Retail; Randomized Field Experiment; Virtual Fitting Room; Digital Retail; Customization and Personalization; Internet and the Web; Value; Performance Improvement; Apparel and Accessories Industry; Retail Industry

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2011
Book

The Ultimate Question 2.0: How Net Promoter Companies Thrive in a Customer-Driven World

By: Fred Reichheld and Rob Markey

Defines the fundamental concept of Net Promoter, explaining its connection to your company’s growth and sustained success.
*Presents the closed-loop feedback process and demonstrates its power to energize employees and delight customers.
*Shares new and... View Details

Keywords: Customer Centric Initiative; Customer Defection; Customer Engagement; Customer Experience; Customer Focused Organization; Customer Focus and Relationships; Customer Satisfaction; Customer Value and Value Chain; Network Effects

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04 Jan 2021
Working Paper Summaries

The Twofold Effect of Customer Retention in Freemium Settings

Keywords: by Eva Ascarza, Oded Netzer, and Julian Runge; Video Game; Entertainment & Recreation

01 Mar 2004
What Do You Think?

Are Customer Loyalty Initiatives Worth the Investment?

loyalty because the customer who "never" switches products or brands is impossible to find? In fact, does he contradict himself when he talks, in the same book, about ways to detect and preempt View Details

Keywords: by James Heskett

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

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May 2022
Case

Byte

By: Boris Groysberg, Katherine Connolly Baden and Julia Kelley

In January 2021, Byte co-founders Scott Cohen and Blake Johnson reflected on how far their Los Angeles-based direct-to-consumer (DTC) orthodontics company had come since launching its clear aligners just a little over two years earlier. Cohen and Johnson were both... View Details

Keywords: Growth; Customer Experience; Customer Focused Organization; Innovation; DTC; Growth Management; Expansion; Entrepreneurship; Customer Focus and Relationships; Innovation and Invention; Growth and Development Strategy; Medical Devices and Supplies Industry; United States

17 May 2022
Cold Call Podcast

Delivering a Personalized Shopping Experience with AI

Keywords: Re: Jill J. Avery

August 2021
Case

Orchadio's First Two Split Experiments

By: Iavor I. Bojinov, Marco Iansiti and David Lane

Orchadio, a direct-to-consumer grocery business, needs to conduct its first two A/B tests—one to evaluate the effectiveness and functioning of its newly redesigned website, and one to market-test four versions of a new banner for the website. To do so, it will rely on... View Details

Keywords: Information Management; Technological Innovation; Knowledge Use and Leverage; Resource Allocation; Marketing; Measurement and Metrics; Customization and Personalization; Information Technology; Internet and the Web; Digital Platforms; Information Technology Industry; Food and Beverage Industry

September 2024
Exercise

Assessing the Value of Unifying and De-Duplicating Customer Data

By: Elie Ofek and Hema Yoganarasimhan

This exercise provides an opportunity for students to gain hands on experience with assessing the value of unifying various customer databases that a firm may have (e.g., across the different brands it markets) and of properly identifying customers to avoid duplication... View Details

Keywords: Customer Relationship Management; Measurement and Metrics; Analytics and Data Science; Value