Publications

March 2024
Supplement

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Bruce Hardie, Peter S. Fader and Michael Ross

This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details

Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Retail Industry; United States

September 2019 (Revised June 2020)
Case

Othellonia: Growing a Mobile Game

By: Eva Ascarza, Tomomichi Amano and Sunil Gupta

In the summer of 2019, Yu Sasaki, Head of the Game Division of DeNA, a Japanese mobile gaming company, is evaluating various growth strategies for its recent game Othellonia. Sasaki needs to decide if he should focus on customer acquisition, retention, or monetization. View Details

Keywords: Targeting; Retention/churn; Freemium; Monetization; Customer Relationship Management; Games, Gaming, and Gambling; Mobile and Wireless Technology; Growth and Development Strategy; Marketing; Customers; Marketing Strategy; Retention; Acquisition; Entertainment and Recreation Industry; Japan

22 Dec 2008
Research & Ideas

10 Reasons to Design a Better Corporate Culture

Why is it that many of the same companies appear repeatedly on lists of the best places to work, the best providers of customer service, and the most profitable in their industries? In their new book, The Ownership Quotient, HBS... View Details

Keywords: by James L. Heskett, W. Earl Sasser & Joe Wheeler

March 2011 (Revised July 2011)
Case

Vestas' World of Wind

By: Thomas J. Steenburgh and Elena Corsi

The wind turbine manufacturer Vestas launched the industry's first highly localized and customized new product launch campaigns which used also new tools such as web 2.0 platforms. Used to operate in a market where demand exceeded supply, Vestas had lost contact with... View Details

Keywords: Customer Focus and Relationships; Marketing Channels; Internet and the Web; Product Launch; Demand and Consumers; Advertising Campaigns; Global Strategy; Customization and Personalization; Business and Stakeholder Relations; Finance; Product Marketing; Technology Adoption; Energy Industry

Winter 2014
Article

Strategic Decisions for Multisided Platforms

By: Andrei Hagiu

Multisided platforms such as eBay and Facebook create value by enabling interactions between two or more customer groups. But building and managing a winning platform isn’t easy. View Details

Keywords: Value Creation; Multi-Sided Platforms; Business Strategy

Find at Harvard

August 2023
Case

Beamery: Using Skills and AI to Modernize HR

By: Boris Groysberg, Alexis Lefort, Susan Pinckney and Carolina Bartunek

Unicorn human relationships startup Beamery evaluates it's growth versus depth strategy as its strategic partners and customers could become future competitors in a quickly changing AI based human resources and talent management industry View Details

17 May 2022
Cold Call Podcast

Delivering a Personalized Shopping Experience with AI

Keywords: Re: Jill J. Avery

2020
Book

Experimentation Works: The Surprising Power of Business Experiments

By: Stefan Thomke

Don’t fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition,... View Details

Keywords: Experimentation; Experiments; Market Research; Innovation and Invention; Innovation and Management; Customers; Research

Find at Harvard

01 Oct 2008
Research & Ideas

How Much Time Should CEOs Devote to Customers?

the current economic downturn, companies need marketing skills more than ever. But while every corporate mission statement pays lip service to respecting customer needs, actual customer expertise is... View Details

Keywords: by John Quelch

March 2024
Case

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Bruce Hardie, Michael Ross and Peter S. Fader

This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details

Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States

March 2024
Supplement

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Peter Fader, Bruce G.S. Hardie and Michael Ross

This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details

Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Retail Industry; United States

August 2014
Case

Netflix: Designing the Netflix Prize (A)

By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar and Stephanie Healy Pokrywa

In 2006, Reed Hastings, CEO of Netflix, was looking for a way to solve Netflix's customer churn problem. Netflix used Cinematch, its proprietary movie recommendation software, to promote individually determined best-fit movies to customers. Hastings determined that a... View Details

Keywords: Crowdsourcing; Prizes; Digitization; Algorithms; Recommendation Software; Disruption; Transformation; Collaborative Innovation and Invention; Technological Innovation; Knowledge Sharing; Applications and Software; Motion Pictures and Video Industry; Entertainment and Recreation 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

September 2022 (Revised January 2023)
Case

DBS: Purpose-Driven Transformation

By: Ranjay Gulati, Adina Wong, Dawn H. Lau and Joseph Mesfin

Singapore-based bank DBS went through three waves of purpose-driven transformation, overhauling the bank’s systems, upgrading employee skills, and re-centering its customer focus, with the bank’s purpose growing bolder with each key milestone achieved. Find out how the... View Details

Keywords: Transformation; Alignment; Business Strategy; Balanced Scorecard; Technology Adoption; Mission and Purpose; Change Management; Banking Industry; Financial Services Industry; Asia; Singapore

2019
Working Paper

Managing Churn to Maximize Profits

By: Aurelie Lemmens and Sunil Gupta

Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details

Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit

SSRN

Read Now

June 2012
Case

Siemens AG: Key Account Management

By: Thomas Steenburgh, Michael Ahearne and Elena Corsi

The key account manager of an engineering company has to convince a department to give up important contracts. The German engineering company Siemens had set up a global key account management program since 2010. The key account manager of an emerging account had been... View Details

Keywords: Key Account Management; Commercialization; Marketing; Marketing Management; Engineering; Marketing Strategy; Customer Relationship Management; Profit; Problems and Challenges; Electronics Industry; Consumer Products Industry; Europe

April 2002 (Revised March 2006)
Background Note

Economics of Retail Banking Note

By: Frances X. Frei and Dennis Campbell

Explains the financial operations of retail banking, highlighting profitability challenges facing the industry. For U.S. banks, it is quite common for more than half of the customer base to be unprofitable and to have relatively few customers make up the vast majority... View Details

Keywords: Customers; Economics; Cost; Banks and Banking; Profit; Revenue; Service Operations; Banking Industry; United States

23 Apr 2012
Research & Ideas

How to Brand a Next-Generation Product

excitement among prospective consumers who value new bells and whistles over small improvements. On the other hand, customers may worry that new features pose the risk of new glitches and a steep learning curve. It's important for a firm... View Details

Keywords: by Carmen Nobel

December 1997 (Revised October 1999)
Case

Citibank: Performance Evaluation

By: Robert L. Simons and Antonio Davila

Citibank has introduced a new, comprehensive performance-scorecard system. A regional president struggles with a tough decision: how to evaluate an outstanding branch manager who has scored poorly on an important customer satisfaction measure. This case provides a... View Details

Keywords: Performance Evaluation; Balanced Scorecard; Business Strategy; Customer Satisfaction; Performance Expectations; Decisions; Motivation and Incentives; Quality; Banking Industry