Publications

09 Dec 2019
Research & Ideas

Identify Great Customers from Their First Purchase

School. By incorporating data most companies discard, Ascarza and her co-researcher devised an algorithm capable of quickly analyzing more than 40 variables to create a “first impression” of the customer... View Details

Keywords: by Kristen Senz; Retail; Service

January 2020
Case

Banorte Móvil: Data-Driven Mobile Growth

By: Ayelet Israeli, Carla Larangeira and Mariana Cal

In mid-2019, Carlos Hank was deliberating over the results for Banorte Móvil—the mobile application for Banorte, Mexico’s most profitable and second-largest financial institution. Hank, who had been appointed as Banorte´s Chairman of the Board in January 2015, had... View Details

Keywords: Data Analytics; Customer Lifetime Value; Financial Institutions; Mobile and Wireless Technology; Growth and Development Strategy; Customers; Technology Adoption; Communication Strategy; Banking Industry; Mexico; Latin America

01 Dec 2014
News

Making Big Data Fashionable

Principles Áslaug Magnúsdóttir Customizing Couture Online Customizing Couture Online Jamal Motlagh Taking Tailoring High Tech Taking Tailoring High Tech Katrina Lake Dressing by Number Dressing by Number... View Details

Keywords: Christine Lejeune; fashion; Market Research, Photo, Translation, Veterinary and Other Services; Professional Services

July–August 2014
Article

Unlock the Mysteries of Your Customer Relationships

By: Jill Avery, Susan Fournier and John Wittenbraker

Consumers have always had relationships with brands, but sophisticated tools for analyzing customer data are finally allowing marketing organizations to personalize and manage those relationships. With this new power comes a new challenge: people now expect companies... View Details

Keywords: Brand Management; CRM; Brands and Branding; Marketing; Marketing Strategy; Customer Focus and Relationships; Customer Relationship Management; Consumer Products Industry; Retail Industry; United States

Find at Harvard

Consumers have always had relationships with brands, but sophisticated tools for analyzing customer data are finally allowing marketing organizations to personalize and manage those relationships. With this new power comes a new challenge: People now expect companies... View Details

24 Apr 2014
News

Tackling the data dilemma

firm with innovative products, services, and solutions to help companies transition to the new style of IT. Since joining HP in 2011, Whitman has championed initiatives that help customers navigate the new realities of 21st-century... View Details

08 Aug 2005
Research & Ideas

A Balanced Scorecard Approach To Measure Customer Profitability

our inefficiencies. For example, if important customers are migrating to smaller order sizes, the company can focus on reducing setup and order handling costs. The company can ask the customer to use... View Details

Keywords: by Robert S. Kaplan

June 2023
Article

National Customer Orientation: An Empirical Test across 112 Countries

By: Ofer Mintz, Imran S. Currim and Rohit Deshpandé

Customer orientation is a central tenet of marketing. However, less is known about how customer orientation varies across countries and time. Mintz, Currim, and Deshpandé (Eur. J. Mark., 56: 1014–1041, 2022) propose a country-level construct, national customer... View Details

Keywords: Global Range; Customer Focus and Relationships

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March 31, 2023
Article

What Is the Optimal Pattern of a Customer Journey?

By: Julian De Freitas

Even though customer experience (CX) leaders are becoming increasingly focused on optimizing their firms’ customer journeys, they face a clear challenge: Which touchpoints along the journey should they invest in? That is, which moments when the customer interacts with... View Details

Keywords: Consumer Behavior; Customers; Brands and Branding

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April 2022
Teaching Note

Banorte Móvil: Data-Driven Mobile Growth

By: Ayelet Israeli and Carla Larangeira

In mid-2019, Carlos Hank was deliberating over the results for Banorte Móvil—the mobile application for Banorte, Mexico’s most profitable and second-largest financial institution. Hank, who had been appointed as Banorte´s Chairman of the Board in January 2015, had... View Details

Keywords: Data Analytics; Customer Lifetime Value; Financial Institutions; Mobile and Wireless Technology; Growth and Development Strategy; Customers; Technology Adoption; Communication Strategy; Banking Industry; Mexico; Latin America

01 Jun 2023
News

Bridging the ESG Data Gap

and venture capitalists. Founders use the software to report ESG data by answering a few operations-focused questions, and then they can easily access ESG scores, peer benchmarks, and customized plans for... View Details

Keywords: Deborah Blagg

04 Jun 2024
Research & Ideas

Navigating Consumer Data Privacy in an AI World

Harnessing customer data well is central to any modern business, as is earning consumers’ trust that their information will stay private. With data breaches growing more... View Details

Keywords: by Rachel Layne; Technology; Information Technology

06 Jul 2020
Research & Ideas

The Right Way to Manage Customer Churn for Maximum Profit

the example of an online retailer who suddenly sees a monthly shopper stop buying for two months. “Customers just stop using the service but don’t have to tell the company.” In order to manage churn, companies typically use machine learning technology to crunch View Details

Keywords: by Michael Blanding; Retail; Service; Financial Services

National Customer Orientation: An Empirical Test across 112 Countries

Customer orientation is a central tenet of marketing. However, less is known about how customer orientation varies across countries and time. Mintz, Currim, and Deshpandé (Eur. J. Mark., 56: 1014–1041, 2022) propose a country-level construct, national customer... View Details

October 1994 (Revised November 1994)
Case

British Airways: Using Information Systems to Better Serve the Customer

By: W. Earl Sasser and Norman Klein

Explores the uses of scanning technology, interactive software, and powerful data bases to assist customer relations representatives in resolving customer complaints. Competitive alliances in international markets are noted, but the focus is on the evolving commitment... View Details

Keywords: Debates; Customer Focus and Relationships; Globalized Markets and Industries; Service Delivery; Alliances; Information Technology; Aerospace Industry

16 May 2011
Research & Ideas

What Loyalty? High-End Customers are First to Flee

How Do Incumbents Fare in the Face of Increased Service Competition?, Campbell, fellow HBS professor Frances X. Frei and doctoral student Ryan W. Buell explore this dance between service levels, customer loyalty, and competitive strategy.... View Details

Keywords: by Julia Hanna

July 2023
Case

HealthVerity: Real World Data and Evidence

By: Satish Tadikonda

Andrew Kress (CEO and founder) and his team had built a promising marketplace business at HealthVerity serving its core market in healthcare, with a focus on pharmaceutical R&D and services. Thus far, HealthVerity’s products had been unique to the pharma and pharma... View Details

Keywords: Growth and Development Strategy; Market Entry and Exit; Product Marketing

27 Sep 2018
Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail

February 2008
Case

Campbell Soup Company: Selling Channel Innovation to Customers

Campbell Soup, like most food manufacturers, faced grocery chain and wholesale demand for its goods driven by Campbell's own promotional pricing structure rather than retail consumer demand. Former policies to encourage overstock created huge swings in production and... View Details

Keywords: Information Technology; Distribution Channels; Order Taking and Fulfillment; Manufacturing Industry; Food and Beverage Industry