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April 2018 (Revised October 2023)
Case

Coco Chanel: From Fashion Icon to Nazi Agent

By: Geoffrey Jones and Emily Grandjean

This case describes the career of the iconic French fashion designer Coco Chanel who created a transformational business during the first half of the 20th century. Beginning in her early adulthood, Chanel leveraged relationships with acquaintances, friends, and... View Details

Keywords: Business History; Biography; Entrepreneurship; Relationships; Brands and Branding; Ethics; Fashion Industry; Apparel and Accessories Industry

May 2016 (Revised September 2016)
Case

Hillside Beach Club: Delivering the Ultimate Family Vacation in the Mediterranean

By: Rajiv Lal and Gamze Yucaoglu

In 2015, Edip Ilkbahar, HBC’s founder and CEO, was looking over the plans for a new branch in Cyprus. Since the inception of the company by the Alarko Group of companies in 1994, Ilkbahar’s company had enjoyed high occupancy, high guest satisfaction, and high... View Details

June 2010
Case

FoldRite Furniture Company: Planning to Meet a Surge in Demand

By: Steven C. Wheelwright and Afarin Bellisario

Demand for folding and stackable chairs and tables at FoldRite Furniture Co. is unexpectedly strong. The company spent the previous two years improving manufacturing quality and efficiency, dropping poor-performing product lines, developing new products that are... View Details

Keywords: Manufacturing; Production Capacity; Production Scheduling; Risk Management; Growth Management; Production; Logistics; Order Taking and Fulfillment; Business Strategy; Manufacturing Industry; Consumer Products Industry; United States; Europe

February 2017
Teaching Note

The Tate's Digital Transformation

John Stack was the visionary Head of Digital Transformation at the Tate, a collection of four major art galleries in the UK, including Tate Modern, the most visited gallery devoted to modern and contemporary art in the world. Stack was the architect of the Tate’s... View Details

28 Jul 2008
Research & Ideas

Making the Decision to Franchise (or not)

challenge of serving customers with different preferences and behaviors when that model is stretched across multiple markets." As a starting point in their research, the authors focused on the organizational decision View Details

Keywords: by Julia Hanna; Retail

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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2011
Case

The Haidilao Company

By: F. Warren McFarlan, Zheng Xiaoming and Ziqian Zhao

Haidilao Hot Pot brings customers delightful dining experiences. Like most restaurants, its workforce is mostly composed of young employees born in underdeveloped suburban areas. Instilled with the founder's unique entrepreneurial values, they are enthused and... View Details

Keywords: Competitive Strategy; Customer Service; Employee Empowerment; Global Corporate Cultures; Organizational Values; Transformations; China; Restaurants; China

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

January 2018
Case

Under Armour

By: Rory McDonald, Clayton M. Christensen, Daniel West and Jonathan E. Palmer

After 20 years of growth unprecedented in the sports apparel industry, Under Armour finds itself with a new record to beat: making the leap from $5 to $10 billion in sales—a feat only accomplished to date by competitors Nike and Adidas. At the heart of this challenge... View Details

October 2017 (Revised October 2022)
Case

Jumia Nigeria: from Retail to Marketplace (A)

By: Ramon Casadesus-Masanell and Namrata Arora

Founded in 2012, Jumia Nigeria, a startup effort by Germany-based Rocket Internet, aimed to become an African Amazon. The company entered the nascent market and immediately enjoyed an uptick in consumer spending fueled by the strength of Nigeria’s oil-based economy. By... View Details

Keywords: Retail; Marketplace; Inventory; Ecommerce; Funding; Business Ecosystem; Business Ecosystems; Competition; Business Model; Globalization; Emerging Markets; Expansion; Logistics; Competitive Strategy; E-commerce; Retail Industry; India; Nigeria; Africa

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

09 Jul 2024
Research & Ideas

Are Management Consulting Firms Failing to Manage Themselves?

After nearly a decade of uninterrupted growth, strategic consulting firms are now facing one of their most challenging periods in memory, prompting widespread cutbacks in staff and changes to recruiting. How did these firms get View Details

Keywords: by David Fubini; Consulting

February 2015
Teaching Note

Eataly: Reimagining the Grocery Store

By: Sunil Gupta and Michela Addis

Within a few years of its operations, the Italian-based supermarket Eataly created a lot of buzz and excitement among consumers and media. Eataly's initial success was even more impressive in an industry known for its intense competition and low margins. How did Eataly... View Details

Keywords: Customer Engagement; Innovation; Retailing; Supermarkets; Agribusiness; Entrepreneurship; Food; Customers; Innovation and Invention; Marketing; Retail Industry; Food and Beverage Industry; Europe; North and Central America; Asia

December 2018 (Revised February 2020)
Case

Fishbowl: Scaling Up

By: Leslie K. John

Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and across industry. Unlike many other social media apps, on which users typically present idealized portraits of themselves, on Fishbowl,... View Details

2011
White Paper

Brands Are People Too! Harnessing the Power of Brand Warmth and Competence

By: Chris Malone, Jill Avery and S. T. Fiske

Research in customer behavior has revealed that the way humans respond to brands is simply an extension of the way they instinctively perceive, judge, and behave towards one another. Understanding how consumers judge brands using social processes akin to those used in... View Details

Keywords: Brands; Brand Management; Customer Relationship Management; CRM; Brand Positioning; Brand Equity; Customers; Customer Focus and Relationships; Customer Satisfaction; Brands and Branding; Marketing; Marketing Communications; Marketing Strategy; Consumer Products Industry

September 2019 (Revised February 2020)
Teaching Note

Fishbowl: Scaling Up

By: Leslie K. John

Email mking@hbs.edu for a courtesy copy.

Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details

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

17 Jan 2023
In Practice

8 Trends to Watch in 2023

As 2023 begins, businesses and employees face an uncertain economy and labor market, as the twin dilemmas of inflation and interest rates weigh on forecasts. Harvard Business School faculty share the top trends that they believe will shape the workplace and markets... View Details

Keywords: by Avery Forman

October 2021
Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis

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10 Jan 2022
Research & Ideas

How to Get Companies to Make Investments That Benefit Everyone

behavior. In fact, the code responsible for creating many consumer electronics is widely available and is often used as a springboard for developers to further innovate, sharing ideas and crafting new... View Details

Keywords: by Lane Lambert

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