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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

August 2016 (Revised June 2017)
Case

InsideSales.com (A)

By: Frank V. Cespedes

This case focuses on growth requirements for a company moving from its base in SMB customers (Small and Mid-Sized businesses) to Enterprise customers (companies with more than 500 employees). It examines the differences in buying processes, product requirements,... View Details

Keywords: Business Organization; Customer Relationship Management; Marketing Strategy; Organizational Change And Adaptation; Organizational Design; Talent; Talent Management; Organizations; Growth Management; Sales; Salesforce Management; Corporate Entrepreneurship; Technology Industry; United States

2021
Working Paper

Impact Accounting for Product Use: A Framework and Industry-specific Models

By: George Serafeim and Katie Trinh

This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial... View Details

Keywords: Impact Measurement; Product Impact; Customer Welfare; Environment; ESG; Product; Customers; Well-being; Environmental Sustainability; Measurement and Metrics; Accounting; Financial Statements; Analysis; Framework

2011
Chapter

Consumers' Relationships with Brands

By: Susan Fournier and Jill Avery

This chapter presents a brand management paradigm based on the foundational principles of relationships. (1) Brand relationships are a means to an end: brand relationship managers must consider the whole person and understand how the brand adds meaning into people's... View Details

Keywords: Marketing; Brands; Brand Building; Brand Equity; Brand Management; Customer Relationship Management; CRM; Customer Focus and Relationships; Brands and Branding; Marketing Strategy; Consumer Products Industry

July–August 2024
Article

Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals

By: Ta-Wei Huang and Eva Ascarza

Firms are increasingly interested in developing targeted interventions for customers with the best response, which requires identifying differences in customer sensitivity, typically through the conditional average treatment effect (CATE) estimation. In theory, to... View Details

Keywords: Long-run Targeting; Heterogeneous Treatment Effect; Statistical Surrogacy; Customer Churn; Field Experiments; Consumer Behavior; Customer Focus and Relationships; AI and Machine Learning; Marketing Strategy

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May 2015
Case

Pricing in a Digital World (2015)

By: John Gourville

Dynamic pricing, especially as practiced by Uber and Lift, seems to be all the rage. In this case, we look at five interesting applications of dynamic price and price customization, each made possible by advances in digital technology. These range from the online... View Details

Keywords: Pricing; Marketing; Dynamic Pricing; Price Customization; Information Technology; Price; Entrepreneurship; Customization and Personalization; Product Marketing

August 2016 (Revised August 2017)
Case

AnswerDash (Abridged)

By: Elie Ofek and Jeffrey D. Shulman

It is 2014 and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details

Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry

June 2016 (Revised August 2017)
Case

AnswerDash

By: Elie Ofek and Jeffrey D. Shulman

It is 2014, and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details

Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry

December 2014 (Revised May 2015)
Case

Growth Hacking at Bazaart (A)

By: Jeffrey Bussgang and Matthew G. Preble

The four founding members of Bazaart—a young Israeli company whose sole product was its eponymous mobile application (app) which allowed users to create collages from photographs and other images—face an important strategic decision in June 2014. Since its founding... View Details

Keywords: Growth Hacking; Customer Acquisition; Startup Marketing; Startup; Startup Nation; Business Startups; Growth and Development Strategy; Customers; Marketing; Social Marketing; Fashion Industry; Technology Industry; Israel

November 2016 (Revised December 2016)
Module Note

Strategy Execution Module 8: Linking Performance to Markets

By: Robert Simons

This module reading shows how to link profit plans and other performance measurement systems to both internal and external markets. Starting with the transfer of goods and services within a firm, the module discusses the different methods of designing transfer pricing... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Transfer Pricing; Activity Based Costing; Return On Investment; Residual Income; EVA; Strategy; Cost Accounting; Activity Based Costing and Management; Markets; Investment Return

08 Aug 2022
HBS Case

Building an 'ARMY' of Fans: Marketing Lessons from K-Pop Sensation BTS

What would it take to attract customers who are so loyal that they would not only buy your products, but would also lavish your distributors with flowers and purchase advertising to elevate your brand? Ask the minds behind K-pop sensation... View Details

Keywords: by Shalene Gupta; Media & Broadcasting; Music

August 2001 (Revised February 2005)
Case

Dakota Office Products

By: Robert S. Kaplan

The senior management team of Dakota, an office products distributor, is concerned about the company's first loss in history. Explores the role for activity based costing and customer profitability measurement in a distribution company. Dakota's customers are... View Details

Keywords: Activity Based Costing and Management; Order Taking and Fulfillment; Profit; Distribution; Customers; Distribution Industry

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

2021
Book

The Power of Trust: How Companies Build It, Lose It, Regain It

By: Sandra J. Sucher and Shalene Gupta

Trust is the most powerful force underlying the success of every business. Yet it can be shattered in an instant, with a devastating impact on a company’s market cap and reputation. How to build and sustain trust requires fresh insight into why customers, employees,... View Details

September–October 2020
Article

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

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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

March 1995 (Revised April 1997)
Case

Co-operative Bank, The

By: Robert S. Kaplan and Srikant M. Datar

A British bank with strong roots in the cooperative movement encounters declining profitability in an increasingly competitive and deregulated financial services industry. It attempts to grow by broadening its customer base and increasing the range of products and... View Details

Keywords: Product; Competition; Expansion; Cost Management; Activity Based Costing and Management; Profit; Banking Industry; Financial Services Industry

June 2011 (Revised May 2012)
Case

L'Oréal: Global Brand, Local Knowledge

By: Rebecca M. Henderson and Ryan Johnson

Worldwide, and in the U.S. marketplace in particular, the French cachet of L'Oréal was one of its most powerful marketing tools. However, with the opening up of emerging markets, L'Oréal had to cater to a diverse customer base: an aging population in the West, ethnic... View Details

Keywords: Globalization; Brands and Branding; Marketing Communications; Change Management; Sales; Emerging Markets; Segmentation; Innovation and Invention; Beauty and Cosmetics Industry; France; United States

26 Jun 2023
Research & Ideas

Want to Leave a Lasting Impression on Customers? Don't Forget the (Proverbial) Fireworks

way of leaving an impression. “A strong ending can have a big impact on people’s evaluations when they look back on an experience,” says De Freitas, coauthor of the working paper “Summarizing the Mental Customer Journey.” “We ended up... View Details

Keywords: by Michael Blanding; Entertainment & Recreation

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

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